| GFORCE |  | 1.63 35 | 1.28 159 | 4.56 95 | 2.63 37 | 0.10 2 | 3.90 132 | 0.01 1 | 6.07 53 | 2.14 30 | 1.16 24 | 2.22 80 | 1.04 71 | 2.90 186 | 3.79 49 | 0.68 13 | 0.07 228 | 0.04 96 | 0.00 1 | 0.00 1 | 0.07 112 | 0.01 1 |
|
| over v1 |  | 1.98 70 | 1.77 284 | 3.99 59 | 3.23 118 | 0.32 21 | 4.52 182 | 0.01 1 | 6.32 62 | 2.34 40 | 1.33 40 | 1.52 65 | 1.33 90 | 3.39 205 | 8.26 213 | 1.15 68 | 0.11 297 | 0.02 57 | 0.00 1 | 0.00 1 | 0.08 133 | 0.01 1 |
|
| over-8 |  | 1.87 64 | 1.73 274 | 4.23 67 | 3.45 152 | 0.33 23 | 3.90 132 | 0.01 1 | 6.07 53 | 2.14 30 | 1.38 45 | 1.36 61 | 1.36 93 | 2.46 171 | 7.93 194 | 0.86 28 | 0.07 228 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 180 | 0.01 1 |
|
| mm2 |  | 1.46 21 | 0.74 14 | 3.21 14 | 2.41 12 | 0.36 33 | 1.35 15 | 0.01 1 | 5.35 30 | 3.18 93 | 1.46 50 | 0.64 29 | 2.10 142 | 0.28 9 | 4.30 70 | 0.92 37 | 0.61 530 | 0.61 395 | 0.00 1 | 0.26 464 | 0.02 6 | 1.34 382 |
|
| mm1 |  | 1.44 20 | 0.74 14 | 3.21 14 | 2.41 12 | 0.36 33 | 1.35 15 | 0.01 1 | 4.94 20 | 3.18 93 | 1.46 50 | 0.64 29 | 2.10 142 | 0.28 9 | 4.30 70 | 0.92 37 | 0.61 530 | 0.61 395 | 0.00 1 | 0.26 464 | 0.02 6 | 1.34 382 |
|
| S2M2_XL |  | 1.03 3 | 1.01 77 | 3.78 51 | 2.42 14 | 0.31 17 | 0.43 3 | 0.01 1 | 1.74 2 | 1.12 2 | 1.28 36 | 2.82 110 | 1.72 112 | 1.19 89 | 1.48 1 | 1.21 75 | 0.03 91 | 0.01 21 | 0.01 278 | 0.00 1 | 0.02 6 | 0.02 12 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| F8.5 |  | 1.60 30 | 1.30 170 | 3.67 43 | 2.67 47 | 0.11 4 | 3.28 95 | 0.02 7 | 6.12 56 | 2.77 60 | 0.76 7 | 2.42 92 | 0.78 60 | 1.50 112 | 5.64 116 | 0.70 18 | 0.07 228 | 0.04 96 | 0.00 1 | 0.00 1 | 0.07 112 | 0.01 1 |
|
| FORCE_9 |  | 1.59 27 | 1.29 165 | 3.62 42 | 2.64 39 | 0.11 4 | 3.27 94 | 0.02 7 | 6.01 50 | 2.71 56 | 0.75 6 | 2.30 89 | 0.77 55 | 1.72 126 | 5.64 116 | 0.69 16 | 0.07 228 | 0.04 96 | 0.00 1 | 0.00 1 | 0.07 112 | 0.01 1 |
|
| FORCE_8 |  | 1.63 35 | 1.32 175 | 3.68 46 | 2.73 57 | 0.11 4 | 3.24 91 | 0.02 7 | 6.17 57 | 2.78 62 | 0.87 11 | 2.68 98 | 0.81 63 | 2.01 142 | 5.36 110 | 0.67 12 | 0.07 228 | 0.04 96 | 0.00 1 | 0.00 1 | 0.08 133 | 0.01 1 |
|
| F7 |  | 1.57 26 | 1.39 188 | 3.52 30 | 2.61 35 | 0.12 7 | 3.45 107 | 0.02 7 | 6.42 67 | 2.81 65 | 1.15 23 | 1.67 73 | 0.77 55 | 1.04 76 | 5.47 111 | 0.71 19 | 0.07 228 | 0.04 96 | 0.00 1 | 0.00 1 | 0.07 112 | 0.01 1 |
|
| FORCE_5 |  | 1.73 44 | 1.50 221 | 4.02 60 | 2.79 65 | 0.27 16 | 3.15 84 | 0.02 7 | 7.90 143 | 2.96 75 | 0.96 15 | 2.71 102 | 1.24 84 | 1.10 82 | 5.11 101 | 0.66 11 | 0.10 288 | 0.04 96 | 0.01 278 | 0.00 1 | 0.12 189 | 0.01 1 |
|
| over-9 |  | 1.88 65 | 1.89 321 | 4.45 89 | 3.31 131 | 0.34 27 | 3.66 118 | 0.02 7 | 6.18 59 | 2.14 30 | 1.48 52 | 1.02 43 | 1.28 88 | 2.56 173 | 8.03 196 | 1.03 53 | 0.07 228 | 0.00 1 | 0.00 1 | 0.00 1 | 0.12 189 | 0.01 1 |
|
| LGCAT |  | 1.60 30 | 0.73 12 | 3.25 20 | 3.13 103 | 0.34 27 | 1.63 24 | 0.02 7 | 2.97 11 | 1.86 19 | 1.62 71 | 0.61 22 | 1.78 118 | 1.35 101 | 6.38 139 | 1.38 103 | 0.66 544 | 1.84 679 | 0.00 1 | 0.01 157 | 0.02 6 | 2.45 594 |
|
| GeoVLM |  | 1.59 27 | 0.74 14 | 3.21 14 | 2.46 22 | 0.35 31 | 2.13 39 | 0.02 7 | 5.35 30 | 3.20 96 | 1.83 88 | 0.67 32 | 2.08 141 | 1.26 94 | 4.37 72 | 1.39 106 | 0.61 530 | 0.61 395 | 0.00 1 | 0.26 464 | 0.02 6 | 1.32 378 |
|
| BridgeDepth_RVC |   | 1.61 33 | 1.02 84 | 3.25 20 | 1.82 6 | 0.74 94 | 3.96 138 | 0.02 7 | 6.73 100 | 1.85 18 | 1.51 61 | 1.19 51 | 1.05 73 | 2.91 188 | 3.96 55 | 1.00 47 | 0.92 589 | 0.08 178 | 0.12 477 | 0.06 277 | 0.01 1 | 0.02 12 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| MonSter++ |  | 1.59 27 | 0.74 14 | 3.22 17 | 2.42 14 | 0.35 31 | 2.15 41 | 0.02 7 | 5.40 33 | 3.17 91 | 1.79 83 | 0.61 22 | 2.15 146 | 1.22 92 | 4.28 68 | 1.38 103 | 0.61 530 | 0.61 395 | 0.00 1 | 0.27 479 | 0.02 6 | 1.34 382 |
|
| HiDET |  | 1.65 37 | 0.66 5 | 3.60 40 | 2.94 83 | 0.46 50 | 1.94 31 | 0.02 7 | 6.37 64 | 3.42 115 | 1.52 64 | 0.68 33 | 1.27 87 | 0.95 70 | 4.92 97 | 2.00 173 | 0.31 429 | 0.53 366 | 0.00 1 | 0.23 431 | 0.01 1 | 1.17 347 |
|
| F5.5 |  | 1.55 24 | 1.22 143 | 3.37 23 | 2.58 31 | 0.20 13 | 4.36 167 | 0.03 18 | 6.43 72 | 2.78 62 | 1.54 65 | 1.54 66 | 0.61 42 | 1.72 126 | 3.95 54 | 0.60 8 | 0.04 114 | 0.04 96 | 0.00 1 | 0.00 1 | 0.07 112 | 0.02 12 |
|
| FORCE_4.5 |  | 1.71 42 | 1.28 159 | 4.56 95 | 2.58 31 | 0.14 10 | 2.93 72 | 0.03 18 | 6.91 103 | 3.02 76 | 0.86 9 | 2.47 93 | 0.46 32 | 1.09 81 | 6.98 151 | 0.76 22 | 0.07 228 | 0.03 77 | 0.00 1 | 0.00 1 | 0.06 95 | 0.02 12 |
|
| FORCE_6 |  | 1.66 38 | 1.52 227 | 3.68 46 | 2.55 28 | 0.09 1 | 3.72 120 | 0.03 18 | 6.69 99 | 2.85 71 | 1.11 19 | 2.22 80 | 0.83 65 | 1.79 134 | 5.29 109 | 0.59 6 | 0.08 255 | 0.04 96 | 0.00 1 | 0.00 1 | 0.10 160 | 0.01 1 |
|
| DF_test |  | 1.28 10 | 0.87 44 | 3.04 10 | 3.05 94 | 1.03 150 | 1.29 13 | 0.03 18 | 2.36 9 | 2.84 70 | 0.91 14 | 1.08 45 | 1.97 131 | 0.79 57 | 4.05 63 | 0.59 6 | 0.13 322 | 0.04 96 | 0.00 1 | 0.00 1 | 1.32 584 | 0.30 82 |
|
| LiteMatch* |   | 1.60 30 | 0.96 65 | 5.43 155 | 2.59 33 | 0.33 23 | 2.07 37 | 0.03 18 | 5.56 35 | 3.15 87 | 1.60 68 | 0.79 37 | 1.58 103 | 0.51 32 | 3.96 55 | 1.21 75 | 0.01 10 | 0.56 377 | 0.00 1 | 0.21 416 | 0.04 66 | 1.37 385 |
|
| F4.4 |  | 1.76 47 | 1.24 148 | 4.36 79 | 2.48 24 | 0.14 10 | 3.77 123 | 0.04 23 | 6.84 102 | 2.69 53 | 1.11 19 | 1.87 77 | 1.24 84 | 2.80 184 | 5.23 104 | 1.13 65 | 0.08 255 | 0.05 122 | 0.00 1 | 0.00 1 | 0.06 95 | 0.02 12 |
|
| rgla |  | 1.97 69 | 1.46 207 | 5.96 183 | 3.05 94 | 3.94 477 | 4.15 151 | 0.04 23 | 6.39 66 | 3.37 110 | 1.22 30 | 0.84 39 | 0.27 8 | 1.13 84 | 4.39 73 | 1.29 86 | 0.01 10 | 0.94 494 | 0.00 1 | 0.26 464 | 0.08 133 | 0.70 197 |
|
| 416test |  | 1.89 66 | 1.27 156 | 5.84 170 | 3.44 151 | 3.79 464 | 3.73 121 | 0.04 23 | 5.92 45 | 3.40 114 | 1.29 37 | 0.52 20 | 0.30 15 | 1.83 138 | 3.02 23 | 1.37 97 | 0.00 1 | 0.89 480 | 0.00 1 | 0.28 485 | 0.09 150 | 0.68 187 |
|
| VeloStereo |  | 1.14 4 | 0.82 37 | 3.56 32 | 2.42 14 | 0.39 38 | 1.50 20 | 0.04 23 | 2.29 7 | 1.94 24 | 0.98 16 | 0.62 24 | 2.03 137 | 0.97 73 | 3.96 55 | 1.13 65 | 0.02 48 | 0.03 77 | 0.00 1 | 0.01 157 | 0.03 34 | 0.17 56 |
|
| flow |  | 1.22 8 | 0.82 37 | 3.56 32 | 2.42 14 | 0.39 38 | 1.50 20 | 0.04 23 | 2.29 7 | 1.94 24 | 0.98 16 | 0.62 24 | 2.03 137 | 0.97 73 | 5.54 113 | 1.13 65 | 0.02 48 | 0.03 77 | 0.00 1 | 0.01 157 | 0.03 34 | 0.17 56 |
|
| Wavelet-MonSter |  | 2.01 71 | 1.07 96 | 5.09 137 | 2.96 84 | 2.61 383 | 2.98 74 | 0.04 23 | 5.15 25 | 2.07 27 | 2.18 108 | 4.47 158 | 0.37 28 | 1.33 99 | 5.56 114 | 2.03 179 | 0.01 10 | 0.99 524 | 0.02 323 | 0.29 493 | 0.02 6 | 0.95 276 |
|
| NBS |  | 0.71 1 | 0.80 32 | 3.16 11 | 2.82 70 | 0.33 23 | 0.23 1 | 0.05 29 | 0.81 1 | 0.45 1 | 0.35 1 | 1.17 50 | 0.28 11 | 0.09 1 | 3.13 26 | 0.33 1 | 0.02 48 | 0.02 57 | 0.00 1 | 0.06 277 | 0.14 208 | 0.03 17 |
|
| 416test1013 |  | 1.95 67 | 1.29 165 | 6.00 185 | 3.45 152 | 3.76 461 | 4.22 152 | 0.05 29 | 5.92 45 | 3.38 111 | 1.20 28 | 0.45 16 | 0.31 18 | 2.06 146 | 3.60 41 | 1.37 97 | 0.00 1 | 0.89 480 | 0.00 1 | 0.27 479 | 0.10 160 | 0.67 182 |
|
| BridgeDepth |   | 1.76 47 | 1.05 87 | 3.18 13 | 2.17 10 | 0.16 12 | 6.45 353 | 0.05 29 | 6.54 83 | 3.33 104 | 1.56 66 | 0.40 14 | 1.99 134 | 2.73 180 | 4.72 85 | 0.75 21 | 0.04 114 | 0.02 57 | 0.00 1 | 0.00 1 | 0.04 66 | 0.05 23 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| S2M2_L |  | 2.24 90 | 1.47 208 | 4.41 85 | 3.77 183 | 1.20 180 | 2.26 46 | 0.06 32 | 6.51 78 | 7.31 240 | 1.92 90 | 4.58 166 | 4.42 221 | 0.81 60 | 2.90 17 | 1.83 153 | 0.58 518 | 0.11 212 | 0.03 348 | 0.00 1 | 0.49 442 | 0.09 34 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| TT111 |  | 1.96 68 | 0.83 41 | 4.38 82 | 2.79 65 | 1.06 158 | 2.12 38 | 0.07 33 | 6.04 52 | 4.08 150 | 2.80 156 | 0.63 27 | 4.83 235 | 0.28 9 | 4.57 76 | 1.48 127 | 0.28 420 | 0.87 472 | 0.00 1 | 0.13 337 | 0.03 34 | 1.98 509 |
|
| LACA_dic |  | 1.29 11 | 1.16 119 | 2.79 5 | 2.64 39 | 0.32 21 | 1.87 30 | 0.07 33 | 3.74 16 | 1.32 4 | 1.81 86 | 0.23 9 | 1.78 118 | 1.55 113 | 5.78 121 | 0.60 8 | 0.07 228 | 0.03 77 | 0.00 1 | 0.00 1 | 0.03 34 | 0.07 28 |
|
| Foundation-i32 |  | 1.39 15 | 0.64 3 | 3.17 12 | 2.97 88 | 1.09 161 | 1.34 14 | 0.08 35 | 4.94 20 | 1.57 11 | 1.48 52 | 0.62 24 | 3.43 188 | 0.29 14 | 2.28 5 | 0.92 37 | 0.03 91 | 1.08 567 | 0.03 348 | 0.00 1 | 0.03 34 | 1.84 472 |
|
| MatchAttention (ZS) |   | 1.16 7 | 1.01 77 | 2.89 6 | 2.66 42 | 0.51 60 | 0.41 2 | 0.08 35 | 2.23 6 | 2.55 48 | 0.59 3 | 3.70 129 | 0.53 38 | 0.57 38 | 4.57 76 | 0.71 19 | 0.06 194 | 0.04 96 | 0.00 1 | 0.01 157 | 0.06 95 | 0.10 38 |
| Tingman Yan, Tao Liu, Chenghao Li, Xilian Yang, Qunfei Zhao, and Zeyang Xia: MatchAttention: Embedding explicit matching constraints into attention for efficient stereo matching. Arxiv, 2025 |
| 252Zero-FE |  | 1.84 60 | 0.98 72 | 4.47 90 | 3.26 124 | 0.75 100 | 1.97 35 | 0.08 35 | 6.80 101 | 4.77 170 | 1.93 91 | 3.67 128 | 0.18 2 | 0.28 9 | 4.02 62 | 1.16 70 | 0.04 114 | 1.19 607 | 0.09 438 | 0.42 574 | 0.04 66 | 0.69 191 |
|
| monsterstereo |  | 2.74 136 | 1.26 153 | 5.23 142 | 4.64 270 | 4.44 512 | 1.81 28 | 0.08 35 | 6.52 79 | 5.70 194 | 3.84 199 | 7.47 248 | 0.27 8 | 0.37 22 | 9.33 256 | 1.51 129 | 0.05 154 | 1.11 582 | 0.00 1 | 0.35 535 | 0.03 34 | 0.75 212 |
|
| dual_stereo |  | 2.05 76 | 0.76 21 | 3.43 25 | 2.96 84 | 1.50 242 | 2.64 57 | 0.08 35 | 5.59 37 | 2.63 51 | 1.35 43 | 0.77 36 | 2.38 154 | 0.61 44 | 10.75 309 | 1.98 170 | 0.02 48 | 1.41 652 | 0.00 1 | 0.23 431 | 0.01 1 | 1.86 479 |
|
| XX-TBD |  | 4.63 271 | 10.71 677 | 3.94 56 | 10.55 626 | 0.62 77 | 5.95 314 | 0.08 35 | 7.91 145 | 12.75 350 | 11.73 353 | 14.80 357 | 4.04 210 | 1.64 119 | 4.90 95 | 2.61 235 | 0.08 255 | 0.01 21 | 0.00 1 | 0.00 1 | 0.26 298 | 0.06 26 |
|
| FORCE_4.6 |  | 1.69 41 | 1.18 128 | 4.52 92 | 2.55 28 | 0.13 8 | 4.69 199 | 0.09 41 | 6.97 107 | 3.42 115 | 0.64 4 | 2.68 98 | 0.66 51 | 1.66 121 | 3.79 49 | 0.68 13 | 0.07 228 | 0.03 77 | 0.00 1 | 0.00 1 | 0.06 95 | 0.03 17 |
|
| depth_test_26 |  | 1.61 33 | 0.82 37 | 3.51 28 | 2.60 34 | 0.56 67 | 1.22 11 | 0.09 41 | 3.16 12 | 2.90 73 | 0.56 2 | 7.44 247 | 1.99 134 | 1.13 84 | 4.78 86 | 0.86 28 | 0.05 154 | 0.05 122 | 0.01 278 | 0.03 222 | 0.04 66 | 0.37 104 |
|
| PipStereo |  | 1.43 19 | 0.68 7 | 2.41 2 | 2.85 76 | 1.00 148 | 1.18 9 | 0.09 41 | 5.93 47 | 1.51 7 | 0.87 11 | 0.12 4 | 3.91 207 | 0.86 63 | 3.08 24 | 1.09 61 | 0.03 91 | 1.14 591 | 0.00 1 | 0.00 1 | 0.03 34 | 1.87 481 |
|
| PSi22a |  | 1.32 13 | 0.64 3 | 2.10 1 | 2.87 78 | 0.95 142 | 1.10 7 | 0.09 41 | 5.67 38 | 1.53 9 | 0.89 13 | 0.11 1 | 2.93 175 | 1.04 76 | 2.41 7 | 1.15 68 | 0.02 48 | 1.05 560 | 0.00 1 | 0.10 319 | 0.03 34 | 1.77 460 |
|
| DispViT+ |  | 2.53 111 | 0.81 33 | 3.69 48 | 1.65 5 | 5.13 556 | 2.71 59 | 0.09 41 | 13.20 285 | 6.78 232 | 1.73 77 | 1.08 45 | 0.72 53 | 1.05 78 | 9.42 263 | 1.60 139 | 0.74 554 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 34 | 0.06 26 |
|
| LCMNet |  | 2.07 79 | 0.71 9 | 3.39 24 | 2.31 11 | 0.61 74 | 1.95 32 | 0.09 41 | 6.95 105 | 7.84 260 | 1.41 48 | 1.63 71 | 1.25 86 | 1.31 96 | 6.83 146 | 1.95 165 | 0.48 491 | 0.58 388 | 0.00 1 | 0.24 443 | 0.02 6 | 1.82 470 |
|
| DDDD |  | 2.20 89 | 0.88 46 | 4.75 107 | 3.22 116 | 1.10 163 | 1.95 32 | 0.10 47 | 7.12 117 | 4.06 149 | 2.53 132 | 0.57 21 | 7.68 317 | 0.92 67 | 3.65 42 | 1.90 163 | 0.43 476 | 0.90 483 | 0.00 1 | 0.20 408 | 0.03 34 | 1.97 506 |
|
| test410_97500 |  | 2.01 71 | 1.09 100 | 6.09 187 | 2.55 28 | 1.96 318 | 4.72 204 | 0.10 47 | 6.50 76 | 3.35 109 | 1.16 24 | 1.49 62 | 1.03 69 | 1.31 96 | 4.18 67 | 2.10 189 | 0.02 48 | 0.97 503 | 0.00 1 | 0.31 511 | 0.06 95 | 1.13 339 |
|
| test410 |  | 2.01 71 | 1.14 116 | 6.27 207 | 2.46 22 | 2.51 371 | 4.72 204 | 0.10 47 | 6.50 76 | 3.43 117 | 1.26 34 | 1.23 53 | 0.91 67 | 1.07 79 | 3.85 53 | 2.20 197 | 0.02 48 | 1.01 538 | 0.00 1 | 0.30 505 | 0.06 95 | 1.11 331 |
|
| derf |  | 1.49 22 | 0.70 8 | 3.51 28 | 3.25 122 | 0.63 79 | 1.58 23 | 0.10 47 | 5.23 28 | 3.85 135 | 1.32 39 | 0.49 17 | 1.14 78 | 0.25 7 | 4.62 78 | 0.82 24 | 0.01 10 | 0.43 338 | 0.00 1 | 0.32 515 | 0.02 6 | 1.49 420 |
|
| IGEV-Stereo++ |  | 2.55 116 | 0.93 62 | 4.65 101 | 4.40 254 | 3.52 451 | 3.33 98 | 0.10 47 | 8.77 175 | 4.60 163 | 2.63 139 | 4.41 156 | 2.00 136 | 4.67 282 | 3.47 33 | 0.98 42 | 0.02 48 | 0.78 443 | 0.09 438 | 0.00 1 | 0.06 95 | 1.65 443 |
|
| qqai |  | 1.68 40 | 0.71 9 | 4.03 61 | 3.23 118 | 0.66 85 | 1.57 22 | 0.11 52 | 5.96 48 | 4.04 147 | 1.26 34 | 0.50 19 | 3.03 177 | 0.26 8 | 4.81 90 | 0.91 35 | 0.02 48 | 0.68 416 | 0.00 1 | 0.29 493 | 0.02 6 | 1.58 432 |
|
| LGtest1 |  | 1.67 39 | 0.87 44 | 4.47 90 | 2.67 47 | 0.82 115 | 3.00 75 | 0.11 52 | 6.42 67 | 1.80 15 | 1.94 94 | 1.62 70 | 0.65 46 | 0.92 67 | 5.90 122 | 1.02 52 | 0.04 114 | 0.55 374 | 0.00 1 | 0.00 1 | 0.10 160 | 0.46 134 |
|
| CREStereo++_RVC |  | 4.83 276 | 1.16 119 | 4.67 102 | 4.71 276 | 2.02 323 | 4.01 140 | 0.11 52 | 9.48 204 | 18.00 434 | 8.87 316 | 16.74 381 | 4.43 222 | 2.15 149 | 6.09 129 | 3.39 296 | 0.07 228 | 0.00 1 | 0.00 1 | 10.51 746 | 0.05 82 | 0.12 43 |
| Junpeng Jing, Jiankun Li, Pengfei Xiong, Jiangyu Liu, Shuaicheng Liu, Yichen Guo, Xin Deng, Mai Xu, Lai Jiang, Leonid Sigal: Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching. ICCV2023 |
| PSi22b |  | 1.40 16 | 0.67 6 | 2.51 3 | 2.82 70 | 0.98 146 | 1.19 10 | 0.12 55 | 5.67 38 | 1.53 9 | 0.86 9 | 0.12 4 | 3.81 206 | 0.59 41 | 3.08 24 | 0.93 40 | 0.03 91 | 1.13 586 | 0.00 1 | 0.00 1 | 0.03 34 | 1.85 478 |
|
| SCION-M(vits-remse) |  | 3.05 161 | 0.90 49 | 16.08 584 | 10.84 635 | 1.72 281 | 6.04 321 | 0.13 56 | 6.67 89 | 3.14 82 | 1.50 54 | 2.25 84 | 0.32 19 | 0.36 18 | 7.24 166 | 1.29 86 | 0.96 599 | 0.18 245 | 0.00 1 | 0.38 557 | 0.02 6 | 1.01 296 |
|
| SCION-Mon(vits-remp) |  | 4.81 275 | 5.24 605 | 16.08 584 | 10.84 635 | 8.39 679 | 30.38 684 | 0.13 56 | 6.67 89 | 3.14 82 | 1.50 54 | 2.25 84 | 0.32 19 | 0.36 18 | 7.24 166 | 1.29 86 | 0.01 10 | 0.98 508 | 0.00 1 | 0.38 557 | 0.02 6 | 1.01 296 |
|
| SCION-MonSter(vits) |   | 10.30 517 | 0.90 49 | 4.86 117 | 2.70 49 | 1.72 281 | 6.04 321 | 0.13 56 | 24.32 504 | 43.53 682 | 1.50 54 | 35.67 638 | 16.35 479 | 14.94 560 | 19.03 591 | 24.09 649 | 0.96 599 | 0.18 245 | 1.09 639 | 1.42 666 | 4.43 671 | 2.21 567 |
|
| WAFT-Stereo (ZS) |  | 0.97 2 | 0.88 46 | 2.73 4 | 1.23 1 | 0.34 27 | 1.42 18 | 0.13 56 | 3.29 13 | 1.62 14 | 1.75 78 | 1.00 42 | 0.16 1 | 0.20 6 | 3.81 52 | 0.76 22 | 0.01 10 | 0.01 21 | 0.01 278 | 0.05 263 | 0.02 6 | 0.03 17 |
|
| monster-pro |  | 2.07 79 | 0.90 49 | 4.81 110 | 2.70 49 | 1.72 281 | 5.99 317 | 0.13 56 | 6.67 89 | 3.14 82 | 1.50 54 | 2.25 84 | 0.33 22 | 0.37 22 | 7.29 168 | 1.29 86 | 0.01 10 | 0.98 508 | 0.00 1 | 0.38 557 | 0.02 6 | 1.01 296 |
|
| LACA2 |  | 1.41 17 | 1.71 263 | 5.26 144 | 1.58 4 | 0.20 13 | 3.00 75 | 0.13 56 | 6.58 84 | 1.37 5 | 1.24 31 | 0.81 38 | 0.58 41 | 0.79 57 | 4.13 64 | 0.68 13 | 0.03 91 | 0.03 77 | 0.00 1 | 0.00 1 | 0.05 82 | 0.01 1 |
|
| MonStereo |  | 2.08 82 | 0.90 49 | 4.78 108 | 2.70 49 | 1.71 279 | 6.04 321 | 0.13 56 | 6.67 89 | 3.15 87 | 1.50 54 | 2.24 83 | 0.32 19 | 0.36 18 | 7.36 170 | 1.29 86 | 0.01 10 | 0.98 508 | 0.00 1 | 0.38 557 | 0.02 6 | 1.01 296 |
|
| Monster-pub-eth3d |  | 2.07 79 | 0.90 49 | 4.82 113 | 2.70 49 | 1.72 281 | 6.01 318 | 0.13 56 | 6.67 89 | 3.14 82 | 1.51 61 | 2.25 84 | 0.33 22 | 0.37 22 | 7.11 163 | 1.29 86 | 0.01 10 | 0.98 508 | 0.00 1 | 0.38 557 | 0.02 6 | 1.01 296 |
|
| MonSter |  | 2.06 78 | 0.90 49 | 4.81 110 | 2.70 49 | 1.72 281 | 6.01 318 | 0.13 56 | 6.67 89 | 3.15 87 | 1.51 61 | 2.25 84 | 0.33 22 | 0.36 18 | 7.02 155 | 1.29 86 | 0.01 10 | 0.98 508 | 0.00 1 | 0.38 557 | 0.02 6 | 1.01 296 |
|
| RAStereo |  | 2.53 111 | 1.48 212 | 7.27 279 | 4.18 228 | 1.48 232 | 1.78 26 | 0.13 56 | 8.50 165 | 8.15 271 | 2.40 125 | 4.11 147 | 3.37 186 | 0.81 60 | 3.73 46 | 2.75 248 | 0.05 154 | 0.00 1 | 0.00 1 | 0.00 1 | 0.35 355 | 0.14 49 |
|
| 300 |  | 2.05 76 | 0.81 33 | 4.85 115 | 3.12 102 | 1.28 201 | 1.73 25 | 0.15 66 | 7.33 125 | 4.22 154 | 2.80 156 | 0.76 35 | 4.45 226 | 0.37 22 | 3.65 42 | 2.15 194 | 0.15 338 | 0.94 494 | 0.00 1 | 0.18 391 | 0.03 34 | 2.03 532 |
|
| CSFM-Stereo |  | 1.85 63 | 0.72 11 | 3.47 27 | 2.90 81 | 0.34 27 | 3.06 79 | 0.15 66 | 6.97 107 | 3.08 78 | 2.66 142 | 1.25 54 | 1.50 98 | 1.08 80 | 4.86 92 | 1.63 142 | 0.66 544 | 0.61 395 | 0.00 1 | 0.23 431 | 0.02 6 | 1.84 472 |
|
| MLG-Stereo_test1 |  | 1.73 44 | 0.79 26 | 3.82 53 | 2.83 73 | 2.75 395 | 2.77 64 | 0.15 66 | 6.43 72 | 2.10 29 | 1.21 29 | 0.16 6 | 1.52 100 | 0.52 35 | 7.62 181 | 0.90 33 | 0.03 91 | 0.74 429 | 0.00 1 | 0.03 222 | 0.03 34 | 0.24 68 |
|
| TANstereo |  | 4.87 279 | 1.49 218 | 5.02 129 | 4.02 207 | 0.51 60 | 14.25 510 | 0.15 66 | 9.17 195 | 12.84 352 | 12.80 377 | 18.36 404 | 5.14 242 | 4.43 256 | 6.01 124 | 2.30 202 | 0.09 270 | 0.12 221 | 0.00 1 | 0.01 157 | 0.02 6 | 0.68 187 |
|
| Test_v1 |  | 1.80 55 | 0.90 49 | 3.67 43 | 2.66 42 | 1.27 197 | 2.14 40 | 0.16 70 | 7.69 140 | 3.86 137 | 1.62 71 | 3.08 113 | 1.48 97 | 1.00 75 | 4.86 92 | 0.99 46 | 0.09 270 | 0.06 151 | 0.00 1 | 0.00 1 | 0.03 34 | 0.42 120 |
|
| MLG-Stereo_test2 |  | 1.82 57 | 0.81 33 | 3.61 41 | 3.13 103 | 2.26 352 | 2.82 68 | 0.16 70 | 5.42 34 | 2.37 41 | 2.20 110 | 0.17 7 | 3.22 182 | 0.17 4 | 7.52 176 | 0.91 35 | 0.37 454 | 0.71 422 | 0.00 1 | 0.00 1 | 0.05 82 | 0.51 149 |
|
| MLG-Stereo |  | 1.73 44 | 0.78 25 | 3.87 54 | 3.09 99 | 1.06 158 | 3.04 78 | 0.16 70 | 7.00 109 | 2.55 48 | 1.24 31 | 0.19 8 | 1.50 98 | 0.65 51 | 7.55 178 | 0.86 28 | 0.11 297 | 0.81 449 | 0.00 1 | 0.03 222 | 0.03 34 | 0.19 61 |
|
| Last |  | 2.41 102 | 0.90 49 | 4.86 117 | 3.39 145 | 0.60 71 | 1.85 29 | 0.17 73 | 5.57 36 | 4.32 156 | 2.52 131 | 1.12 48 | 7.59 314 | 0.62 49 | 9.72 274 | 2.01 176 | 0.01 10 | 0.84 460 | 0.00 1 | 0.18 391 | 0.03 34 | 2.00 525 |
|
| monsters |  | 2.54 114 | 1.47 208 | 4.92 121 | 4.14 221 | 4.45 515 | 2.18 43 | 0.17 73 | 8.94 181 | 3.39 113 | 4.75 230 | 3.04 112 | 0.22 3 | 0.75 53 | 8.85 227 | 1.43 122 | 0.17 351 | 0.98 508 | 0.00 1 | 0.32 515 | 0.02 6 | 0.60 170 |
|
| StereoAnything_RVC |  | 2.80 141 | 12.35 696 | 6.48 235 | 2.89 80 | 1.06 158 | 1.47 19 | 0.17 73 | 5.24 29 | 2.04 26 | 1.29 37 | 0.35 13 | 0.29 14 | 3.53 213 | 8.37 215 | 1.01 49 | 0.05 154 | 0.88 475 | 0.00 1 | 0.00 1 | 6.93 693 | 1.66 446 |
|
| PointNet |  | 1.79 51 | 0.75 18 | 3.56 32 | 2.49 25 | 0.42 42 | 2.63 56 | 0.19 76 | 6.10 55 | 4.03 146 | 2.22 113 | 1.08 45 | 2.69 171 | 0.28 9 | 5.08 100 | 1.46 125 | 0.19 375 | 0.83 458 | 0.00 1 | 0.04 244 | 0.02 6 | 1.65 443 |
|
| TS12 |  | 2.90 152 | 0.93 62 | 3.58 38 | 2.61 35 | 0.40 40 | 6.37 348 | 0.20 77 | 8.95 182 | 4.89 173 | 3.34 182 | 10.48 298 | 1.45 95 | 3.08 194 | 8.02 195 | 2.96 267 | 0.02 48 | 0.01 21 | 0.00 1 | 0.00 1 | 0.05 82 | 0.67 182 |
|
| GREAT-IGEV |   | 2.67 129 | 1.48 212 | 5.32 150 | 3.65 170 | 1.73 286 | 2.92 71 | 0.20 77 | 6.37 64 | 6.52 227 | 1.34 41 | 5.23 200 | 1.09 75 | 1.45 109 | 10.01 283 | 1.57 133 | 0.11 297 | 1.50 664 | 0.00 1 | 0.24 443 | 0.19 253 | 2.48 601 |
| Jiahao LI, Xinhong Chen, Zhengmin JIANG, Qian Zhou, Yung-Hui Li, Jianping Wang: Global Regulation and Excitation via Attention Tuning for Stereo Matching. ICCV2025 |
| U |  | 3.84 226 | 0.81 33 | 6.63 243 | 4.40 254 | 11.89 713 | 11.98 467 | 0.20 77 | 8.42 162 | 5.78 198 | 1.97 97 | 2.73 104 | 0.77 55 | 1.59 115 | 2.60 10 | 0.98 42 | 0.04 114 | 0.04 96 | 10.46 733 | 5.41 722 | 0.05 82 | 0.14 49 |
|
| 100 |  | 2.43 104 | 1.05 87 | 5.29 148 | 3.63 166 | 1.19 179 | 2.21 45 | 0.22 80 | 5.69 40 | 3.23 97 | 3.22 178 | 1.31 55 | 5.37 251 | 0.93 69 | 10.11 289 | 1.84 155 | 0.09 270 | 0.96 498 | 0.00 1 | 0.32 515 | 0.03 34 | 1.97 506 |
|
| 111111 |  | 2.79 140 | 1.16 119 | 4.90 119 | 4.16 223 | 4.50 518 | 3.40 104 | 0.22 80 | 9.37 199 | 4.11 153 | 2.47 130 | 4.41 156 | 2.27 150 | 2.02 143 | 9.21 248 | 1.37 97 | 0.01 10 | 0.79 445 | 0.08 427 | 0.01 157 | 0.14 208 | 1.19 353 |
|
| FORCE_4.7 |  | 1.78 50 | 1.30 170 | 4.63 98 | 2.63 37 | 0.10 2 | 3.88 131 | 0.24 82 | 6.67 89 | 3.73 134 | 1.01 18 | 2.38 91 | 0.80 62 | 1.19 89 | 6.16 130 | 0.69 16 | 0.06 194 | 0.04 96 | 0.04 368 | 0.00 1 | 0.10 160 | 0.03 17 |
|
| over-6 |  | 2.03 74 | 1.72 271 | 4.43 86 | 2.82 70 | 0.36 33 | 2.62 55 | 0.24 82 | 10.25 220 | 2.52 46 | 1.16 24 | 1.57 68 | 1.04 71 | 2.90 186 | 7.88 192 | 0.84 27 | 0.17 351 | 0.00 1 | 0.00 1 | 0.00 1 | 0.10 160 | 0.07 28 |
|
| MLG-Stereo_test3 |  | 1.79 51 | 0.82 37 | 4.52 92 | 2.79 65 | 1.61 257 | 3.91 134 | 0.24 82 | 6.61 87 | 1.52 8 | 1.35 43 | 1.22 52 | 1.97 131 | 0.63 50 | 6.25 134 | 1.27 83 | 0.04 114 | 0.66 407 | 0.00 1 | 0.00 1 | 0.05 82 | 0.29 79 |
|
| PSi22 |  | 4.58 269 | 1.94 337 | 5.03 130 | 4.36 251 | 0.40 40 | 4.47 173 | 0.25 85 | 8.02 148 | 17.15 427 | 4.54 220 | 7.06 242 | 13.54 435 | 5.80 336 | 13.51 464 | 2.32 204 | 0.09 270 | 1.19 607 | 0.00 1 | 0.00 1 | 0.52 451 | 1.43 405 |
|
| CR-RVC |  | 1.35 14 | 0.91 58 | 3.22 17 | 2.02 8 | 0.65 84 | 1.98 36 | 0.27 86 | 5.13 23 | 1.57 11 | 1.58 67 | 0.11 1 | 0.77 55 | 1.17 88 | 7.03 156 | 0.51 3 | 0.01 10 | 0.09 189 | 0.00 1 | 0.00 1 | 0.04 66 | 0.03 17 |
|
| Anonymus |   | 2.39 97 | 1.30 170 | 3.67 43 | 3.98 202 | 0.56 67 | 2.41 50 | 0.27 86 | 6.52 79 | 3.38 111 | 2.82 158 | 1.82 76 | 4.87 237 | 2.24 158 | 8.78 225 | 3.07 276 | 0.35 444 | 0.52 363 | 0.00 1 | 0.05 263 | 0.04 66 | 1.25 363 |
|
| BLMT-Stereo |  | 1.15 6 | 0.61 2 | 3.56 32 | 3.13 103 | 0.42 42 | 0.56 4 | 0.27 86 | 2.13 4 | 2.64 52 | 1.13 21 | 2.75 105 | 1.17 79 | 0.15 2 | 2.25 2 | 1.81 151 | 0.16 344 | 0.01 21 | 0.00 1 | 0.02 204 | 0.03 34 | 0.18 60 |
|
| qwe |  | 2.64 125 | 0.97 70 | 4.85 115 | 3.09 99 | 2.86 404 | 4.53 183 | 0.28 89 | 7.28 124 | 3.06 77 | 5.38 253 | 4.85 176 | 0.57 40 | 0.88 64 | 9.13 245 | 2.39 218 | 0.42 474 | 0.96 498 | 0.00 1 | 0.30 505 | 0.12 189 | 0.90 248 |
|
| MaDis-Stereo |  | 2.96 153 | 2.05 372 | 7.26 278 | 3.35 139 | 2.54 376 | 1.78 26 | 0.28 89 | 8.41 161 | 5.58 192 | 2.77 154 | 3.62 127 | 7.05 296 | 4.60 268 | 5.95 123 | 3.33 292 | 0.01 10 | 0.05 122 | 0.00 1 | 0.00 1 | 0.19 253 | 0.39 111 |
|
| WQFJA1++ |  | 2.85 147 | 0.75 18 | 5.28 146 | 3.42 147 | 2.42 366 | 4.30 156 | 0.29 91 | 7.68 139 | 2.78 62 | 3.98 200 | 2.72 103 | 0.69 52 | 1.60 117 | 7.66 183 | 1.42 117 | 0.41 468 | 1.01 538 | 0.01 278 | 0.40 570 | 9.39 707 | 0.78 218 |
|
| asd |  | 2.40 100 | 0.92 61 | 4.93 123 | 2.96 84 | 2.30 357 | 3.95 137 | 0.35 92 | 7.56 133 | 2.81 65 | 3.69 193 | 2.96 111 | 0.54 39 | 2.23 156 | 8.72 221 | 1.25 78 | 0.70 550 | 0.84 460 | 0.00 1 | 0.13 337 | 0.12 189 | 0.93 262 |
|
| Pointernet |  | 3.56 208 | 0.99 75 | 6.55 238 | 3.79 186 | 0.85 120 | 5.19 253 | 0.36 93 | 17.55 397 | 7.32 241 | 4.50 219 | 6.92 237 | 4.82 234 | 2.69 177 | 5.26 107 | 2.99 268 | 0.04 114 | 0.53 366 | 0.00 1 | 0.35 535 | 0.05 82 | 0.42 120 |
|
| CREStereo |  | 3.75 220 | 1.21 137 | 3.79 52 | 2.66 42 | 0.66 85 | 5.52 275 | 0.39 94 | 10.77 240 | 14.18 376 | 7.14 286 | 10.54 299 | 5.25 247 | 3.54 214 | 6.27 136 | 2.88 263 | 0.04 114 | 0.01 21 | 0.03 348 | 0.01 157 | 0.05 82 | 0.05 23 |
| Jiankun Li, Peisen Wang, Pengfei Xiong, Tao Cai, Ziwei Yan, Lei Yang, Jiangyu Liu, Haoqiang Fan, Shuaicheng Liu: Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation. CVPR 2022 |
| 2.25w |  | 2.72 134 | 1.05 87 | 6.11 191 | 3.00 89 | 1.81 298 | 3.48 109 | 0.41 95 | 6.68 98 | 2.83 69 | 4.84 234 | 6.79 236 | 0.37 28 | 2.42 168 | 9.01 235 | 3.30 291 | 0.22 393 | 1.00 532 | 0.00 1 | 0.30 505 | 0.02 6 | 0.81 221 |
|
| trnet |  | 3.79 222 | 1.10 103 | 3.76 50 | 2.70 49 | 0.63 79 | 5.60 289 | 0.41 95 | 10.89 242 | 14.11 375 | 7.11 285 | 10.55 301 | 5.73 263 | 3.75 220 | 6.25 134 | 2.89 264 | 0.04 114 | 0.02 57 | 0.03 348 | 0.01 157 | 0.06 95 | 0.07 28 |
|
| PhaseNet |  | 2.72 134 | 1.38 187 | 4.32 75 | 3.98 202 | 0.96 143 | 5.73 299 | 0.42 97 | 8.56 169 | 3.88 140 | 2.71 151 | 2.50 94 | 6.14 273 | 1.36 103 | 6.85 147 | 3.71 314 | 0.24 401 | 0.10 202 | 0.00 1 | 0.00 1 | 0.07 112 | 1.49 420 |
|
| UniTT-Stereo |  | 3.10 168 | 1.22 143 | 7.79 309 | 4.50 260 | 2.51 371 | 2.59 54 | 0.42 97 | 5.88 44 | 5.74 197 | 5.46 258 | 7.76 254 | 1.12 76 | 1.46 110 | 9.06 239 | 5.42 393 | 0.06 194 | 0.07 166 | 0.00 1 | 0.01 157 | 0.60 486 | 0.26 73 |
|
| LG-Stereo_L2 |  | 1.81 56 | 1.11 105 | 5.06 132 | 3.06 97 | 0.92 130 | 2.71 59 | 0.43 99 | 7.45 129 | 1.91 23 | 1.93 91 | 0.44 15 | 0.41 31 | 0.52 35 | 8.16 203 | 1.05 57 | 0.05 154 | 0.73 427 | 0.00 1 | 0.00 1 | 0.04 66 | 0.32 86 |
|
| LACA1 |  | 1.26 9 | 1.11 105 | 3.02 9 | 1.48 3 | 0.60 71 | 2.46 51 | 0.44 100 | 5.13 23 | 1.26 3 | 1.82 87 | 0.26 10 | 0.48 35 | 1.74 128 | 4.67 83 | 0.52 4 | 0.02 48 | 0.03 77 | 0.00 1 | 0.00 1 | 0.04 66 | 0.12 43 |
|
| Replicate-Monster |  | 2.96 153 | 3.67 567 | 12.48 518 | 2.73 57 | 1.29 203 | 3.18 87 | 0.44 100 | 7.55 132 | 4.93 175 | 4.05 203 | 1.50 63 | 0.77 55 | 1.12 83 | 9.21 248 | 0.87 31 | 0.19 375 | 1.15 594 | 0.00 1 | 0.22 419 | 0.28 313 | 3.54 640 |
|
| iRaftStereo_RVC |  | 5.06 289 | 2.15 407 | 7.88 315 | 5.54 348 | 0.78 108 | 5.22 255 | 0.45 102 | 18.47 413 | 11.75 339 | 9.72 328 | 15.05 360 | 5.74 265 | 3.18 199 | 9.29 254 | 2.52 227 | 0.02 48 | 1.24 624 | 0.00 1 | 0.01 157 | 0.58 473 | 1.62 439 |
|
| DEFOM-Stereo_RVC |  | 3.40 190 | 7.12 635 | 4.30 74 | 11.17 647 | 1.69 276 | 4.59 185 | 0.46 103 | 9.11 192 | 3.63 130 | 2.69 145 | 3.29 117 | 0.75 54 | 7.02 393 | 9.35 257 | 2.00 173 | 0.01 10 | 0.15 235 | 0.00 1 | 0.19 403 | 0.06 95 | 0.39 111 |
|
| DLNR-FE |  | 27.94 727 | 51.88 765 | 92.05 800 | 98.26 808 | 97.81 808 | 3.06 79 | 0.49 104 | 31.86 611 | 8.33 273 | 8.42 304 | 15.65 363 | 7.22 301 | 1.66 121 | 12.17 388 | 4.82 374 | 40.33 767 | 1.88 683 | 0.06 398 | 0.33 526 | 80.59 794 | 1.99 522 |
|
| LG-Stereo_L1 |  | 1.82 57 | 1.13 113 | 4.80 109 | 3.05 94 | 1.18 176 | 2.86 70 | 0.49 104 | 7.33 125 | 2.07 27 | 1.66 73 | 0.31 11 | 0.52 36 | 0.58 40 | 8.22 208 | 1.09 61 | 0.05 154 | 0.74 429 | 0.01 278 | 0.00 1 | 0.03 34 | 0.29 79 |
|
| FLISNet |  | 8.56 456 | 2.44 479 | 7.70 302 | 5.09 312 | 5.21 559 | 4.06 141 | 0.49 104 | 19.26 428 | 9.96 311 | 25.77 630 | 27.88 527 | 20.72 545 | 12.22 506 | 18.06 579 | 11.58 544 | 0.05 154 | 0.11 212 | 0.00 1 | 0.10 319 | 0.16 233 | 0.31 84 |
|
| CoSv |  | 8.56 456 | 2.44 479 | 7.70 302 | 5.09 312 | 5.21 559 | 4.06 141 | 0.49 104 | 19.26 428 | 9.96 311 | 25.77 630 | 27.88 527 | 20.72 545 | 12.22 506 | 18.06 579 | 11.58 544 | 0.05 154 | 0.11 212 | 0.00 1 | 0.10 319 | 0.16 233 | 0.31 84 |
|
| tg |  | 5.41 298 | 2.04 366 | 7.70 302 | 5.40 340 | 1.27 197 | 7.45 385 | 0.49 104 | 18.97 420 | 13.10 356 | 9.51 325 | 14.60 351 | 7.15 299 | 4.05 234 | 10.89 314 | 2.99 268 | 0.02 48 | 0.70 419 | 0.00 1 | 0.00 1 | 0.55 464 | 1.42 402 |
|
| DLNR_Zeroshot_test |   | 27.91 726 | 51.88 765 | 91.97 799 | 98.26 808 | 97.92 809 | 3.07 81 | 0.49 104 | 31.27 601 | 8.33 273 | 8.40 303 | 15.66 364 | 7.22 301 | 1.66 121 | 12.16 387 | 4.82 374 | 40.46 768 | 1.87 682 | 0.06 398 | 0.33 526 | 80.45 793 | 1.99 522 |
|
| Monster-pub-mixall |  | 2.13 86 | 0.98 72 | 4.13 65 | 2.74 61 | 0.99 147 | 2.50 52 | 0.53 110 | 6.96 106 | 3.27 100 | 3.25 180 | 3.80 134 | 0.40 30 | 0.48 31 | 9.26 253 | 1.12 63 | 0.02 48 | 1.14 591 | 0.01 278 | 0.18 391 | 0.04 66 | 0.70 197 |
|
| NLSM3 |  | 3.45 197 | 1.17 127 | 4.52 92 | 3.64 169 | 3.99 479 | 3.16 86 | 0.54 111 | 14.33 321 | 9.76 307 | 3.70 194 | 7.08 244 | 1.78 118 | 3.88 228 | 7.50 173 | 3.21 285 | 0.02 48 | 0.00 1 | 0.06 398 | 0.01 157 | 0.04 66 | 0.59 169 |
|
| MCSU-Stereo |  | 2.10 83 | 0.76 21 | 4.38 82 | 2.88 79 | 0.89 126 | 3.33 98 | 0.56 112 | 5.97 49 | 3.45 120 | 2.59 137 | 4.02 145 | 3.73 202 | 0.40 27 | 4.65 82 | 1.79 149 | 0.05 154 | 1.13 586 | 0.00 1 | 0.14 351 | 0.02 6 | 1.37 385 |
|
| VMStereo-Base |   | 3.56 208 | 1.14 116 | 4.69 103 | 2.08 9 | 0.51 60 | 2.97 73 | 0.56 112 | 10.54 229 | 14.83 384 | 3.99 201 | 9.20 274 | 7.37 308 | 2.33 160 | 8.03 196 | 2.34 209 | 0.12 314 | 0.08 178 | 0.04 368 | 0.00 1 | 0.07 112 | 0.20 62 |
|
| GREATEN-IGEV-FM_RVC |   | 2.30 94 | 2.01 357 | 6.71 246 | 3.09 99 | 0.81 114 | 5.76 303 | 0.58 114 | 6.66 88 | 5.89 210 | 2.69 145 | 0.49 17 | 1.64 107 | 0.81 60 | 4.90 95 | 2.12 192 | 0.02 48 | 0.07 166 | 0.00 1 | 0.07 290 | 0.15 224 | 1.56 431 |
|
| LG-G_1 |  | 2.39 97 | 0.79 26 | 4.63 98 | 3.83 191 | 0.64 81 | 10.74 444 | 0.58 114 | 7.00 109 | 1.89 21 | 1.72 75 | 1.33 56 | 1.33 90 | 2.10 147 | 8.16 203 | 1.40 109 | 0.05 154 | 0.66 407 | 0.00 1 | 0.00 1 | 0.06 95 | 0.94 271 |
|
| LG-G |  | 2.39 97 | 0.79 26 | 4.63 98 | 3.83 191 | 0.64 81 | 10.74 444 | 0.58 114 | 7.00 109 | 1.89 21 | 1.72 75 | 1.33 56 | 1.33 90 | 2.10 147 | 8.16 203 | 1.40 109 | 0.05 154 | 0.66 407 | 0.00 1 | 0.00 1 | 0.06 95 | 0.94 271 |
|
| CR-Stereo |  | 1.31 12 | 1.01 77 | 2.91 8 | 2.44 19 | 0.68 87 | 1.95 32 | 0.59 117 | 3.60 15 | 2.77 60 | 1.16 24 | 0.31 11 | 0.82 64 | 1.16 86 | 6.03 126 | 0.52 4 | 0.02 48 | 0.01 21 | 0.00 1 | 0.01 157 | 0.01 1 | 0.11 42 |
|
| FoundationStereo |  | 1.56 25 | 0.84 43 | 3.56 32 | 3.37 141 | 1.49 238 | 2.27 47 | 0.59 117 | 3.96 17 | 2.27 36 | 2.10 104 | 0.11 1 | 2.58 162 | 2.83 185 | 2.97 19 | 1.00 47 | 0.04 114 | 0.88 475 | 0.00 1 | 0.00 1 | 0.02 6 | 0.34 92 |
|
| 4w-stereo |  | 2.40 100 | 1.23 147 | 5.26 144 | 2.81 69 | 2.14 340 | 3.64 117 | 0.60 119 | 7.00 109 | 2.73 57 | 2.99 164 | 4.33 152 | 0.35 26 | 3.26 202 | 7.50 173 | 1.55 130 | 0.32 433 | 0.98 508 | 0.00 1 | 0.30 505 | 0.05 82 | 0.96 284 |
|
| RAFT-Stereo + iAFF |  | 5.94 335 | 2.35 464 | 8.80 345 | 4.07 213 | 1.36 208 | 2.78 67 | 0.66 120 | 17.05 384 | 15.89 399 | 12.65 365 | 18.49 406 | 11.81 390 | 7.89 411 | 8.48 217 | 3.80 319 | 0.02 48 | 0.75 435 | 0.00 1 | 0.00 1 | 0.43 412 | 1.49 420 |
|
| CAR |  | 1.84 60 | 0.94 64 | 4.27 71 | 2.71 55 | 1.36 208 | 3.24 91 | 0.67 121 | 5.70 41 | 3.59 126 | 2.60 138 | 0.95 40 | 1.66 108 | 0.35 16 | 5.25 106 | 1.28 84 | 0.04 114 | 0.90 483 | 0.00 1 | 0.18 391 | 0.06 95 | 1.08 319 |
|
| MSE-Stereo |  | 1.77 49 | 0.91 58 | 4.27 71 | 2.73 57 | 1.36 208 | 3.24 91 | 0.67 121 | 5.70 41 | 3.59 126 | 1.75 78 | 0.95 40 | 1.66 108 | 0.35 16 | 4.92 97 | 1.19 73 | 0.04 114 | 0.86 469 | 0.00 1 | 0.18 391 | 0.06 95 | 1.08 319 |
|
| PMTNet |  | 5.52 304 | 1.11 105 | 4.24 69 | 2.49 25 | 1.38 214 | 8.75 409 | 0.67 121 | 12.64 276 | 12.84 352 | 8.66 310 | 11.27 316 | 6.00 268 | 4.70 284 | 9.91 280 | 3.02 270 | 22.39 758 | 0.01 21 | 0.04 368 | 0.02 204 | 0.06 95 | 0.23 65 |
|
| AdaDepth |  | 2.53 111 | 1.09 100 | 6.44 225 | 3.77 183 | 3.11 424 | 3.50 113 | 0.68 124 | 5.77 43 | 3.85 135 | 2.06 103 | 3.46 120 | 0.52 36 | 1.57 114 | 11.34 342 | 1.39 106 | 0.04 114 | 0.91 486 | 0.00 1 | 0.22 419 | 0.05 82 | 0.78 218 |
|
| IGEV-Stereo+ |  | 3.03 158 | 1.10 103 | 5.14 141 | 3.52 161 | 4.87 539 | 2.53 53 | 0.68 124 | 4.40 19 | 3.11 80 | 2.20 110 | 0.71 34 | 0.79 61 | 3.45 207 | 8.89 229 | 1.25 78 | 0.08 255 | 0.70 419 | 0.00 1 | 0.40 570 | 5.72 688 | 11.13 733 |
|
| DN |  | 4.32 260 | 1.32 175 | 5.99 184 | 5.19 322 | 4.22 495 | 6.44 352 | 0.70 126 | 12.53 272 | 11.81 340 | 4.39 213 | 6.17 226 | 9.92 361 | 2.23 156 | 7.88 192 | 2.94 265 | 0.30 428 | 0.88 475 | 0.32 571 | 0.32 515 | 0.33 342 | 2.47 599 |
|
| testmc14 |  | 1.83 59 | 0.79 26 | 4.23 67 | 3.15 108 | 1.27 197 | 3.58 115 | 0.71 127 | 4.04 18 | 2.18 33 | 1.61 69 | 2.79 109 | 2.65 168 | 1.38 106 | 2.88 15 | 1.58 134 | 0.07 228 | 1.30 628 | 0.00 1 | 0.28 485 | 0.03 34 | 2.06 540 |
|
| H2IRNET |  | 6.11 350 | 1.63 244 | 7.52 295 | 4.69 273 | 2.30 357 | 4.07 145 | 0.71 127 | 12.58 274 | 13.88 369 | 7.18 288 | 20.80 443 | 15.50 465 | 10.48 464 | 10.72 307 | 8.26 473 | 0.19 375 | 0.00 1 | 0.07 419 | 0.52 599 | 0.52 451 | 0.55 154 |
|
| GREATEN-IGEV_RVC |   | 2.10 83 | 1.63 244 | 6.30 211 | 2.76 64 | 0.92 130 | 3.01 77 | 0.72 129 | 6.52 79 | 3.65 132 | 2.35 119 | 1.05 44 | 2.12 144 | 0.37 22 | 7.11 163 | 1.88 160 | 0.00 1 | 0.45 341 | 0.03 348 | 0.00 1 | 0.07 112 | 1.09 325 |
|
| Zero-FE251 |  | 3.09 165 | 1.71 263 | 6.29 210 | 4.81 283 | 2.16 343 | 7.18 375 | 0.73 130 | 8.50 165 | 3.56 122 | 5.39 254 | 2.58 96 | 5.37 251 | 4.09 237 | 4.80 89 | 1.73 147 | 0.49 495 | 0.81 449 | 0.05 381 | 0.03 222 | 0.03 34 | 1.45 407 |
|
| HART |  | 4.24 253 | 2.13 401 | 6.15 195 | 5.53 345 | 1.40 216 | 4.32 161 | 0.74 131 | 13.35 297 | 5.92 213 | 6.13 270 | 12.75 335 | 6.81 293 | 1.70 125 | 11.14 330 | 2.42 220 | 0.03 91 | 1.48 663 | 0.10 451 | 0.00 1 | 0.55 464 | 2.26 572 |
|
| GIP-stereo |  | 3.09 165 | 1.42 195 | 4.82 113 | 5.64 357 | 4.11 488 | 3.31 97 | 0.74 131 | 9.86 213 | 6.75 231 | 2.44 126 | 5.48 205 | 4.08 211 | 3.14 196 | 5.77 120 | 1.68 144 | 0.14 327 | 0.63 403 | 0.00 1 | 0.00 1 | 0.09 150 | 1.66 446 |
|
| Pro-Stereo |  | 1.71 42 | 0.58 1 | 3.34 22 | 3.27 125 | 0.61 74 | 5.34 266 | 0.75 133 | 2.21 5 | 2.69 53 | 1.61 69 | 1.34 60 | 1.45 95 | 0.15 2 | 8.22 208 | 1.87 158 | 0.18 362 | 0.03 77 | 0.00 1 | 0.29 493 | 0.04 66 | 0.15 53 |
|
| AFF-stereo |  | 6.50 368 | 2.29 442 | 8.09 323 | 4.63 269 | 0.87 124 | 3.48 109 | 0.75 133 | 16.92 383 | 13.98 371 | 13.26 388 | 25.21 499 | 15.46 464 | 7.68 408 | 11.50 355 | 3.71 314 | 0.04 114 | 0.70 419 | 0.00 1 | 0.00 1 | 0.48 433 | 1.02 305 |
|
| E$^{3}$Stereo |  | 2.49 108 | 1.12 109 | 5.37 151 | 3.45 152 | 1.64 265 | 2.77 64 | 0.78 135 | 7.08 114 | 3.56 122 | 2.70 147 | 1.33 56 | 3.32 184 | 0.61 44 | 10.80 311 | 2.63 238 | 0.03 91 | 1.02 548 | 0.00 1 | 0.23 431 | 0.07 112 | 1.33 379 |
|
| LLLLL |  | 2.49 108 | 1.12 109 | 5.37 151 | 3.45 152 | 1.64 265 | 2.77 64 | 0.78 135 | 7.08 114 | 3.56 122 | 2.70 147 | 1.33 56 | 3.32 184 | 0.61 44 | 10.80 311 | 2.63 238 | 0.03 91 | 1.02 548 | 0.00 1 | 0.23 431 | 0.07 112 | 1.33 379 |
|
| CroCo-Stereo Lap2 |  | 4.21 252 | 2.60 498 | 9.11 359 | 10.21 612 | 6.06 616 | 1.11 8 | 0.78 135 | 10.63 232 | 8.34 275 | 3.46 187 | 5.18 195 | 8.92 341 | 5.66 332 | 6.42 140 | 4.53 362 | 0.03 91 | 0.05 122 | 0.00 1 | 0.00 1 | 0.81 541 | 0.39 111 |
|
| FE-Mocha |  | 4.97 284 | 2.28 440 | 10.93 464 | 5.13 319 | 2.55 378 | 4.77 212 | 0.79 138 | 14.50 329 | 5.84 208 | 13.74 402 | 11.07 313 | 12.61 408 | 3.39 205 | 6.44 141 | 2.76 250 | 0.10 288 | 1.00 532 | 0.15 498 | 0.39 569 | 0.14 208 | 0.93 262 |
|
| RT-Monster |  | 5.39 296 | 1.31 174 | 5.51 161 | 3.93 198 | 4.29 500 | 5.15 248 | 0.80 139 | 13.13 283 | 20.24 466 | 14.19 412 | 13.71 346 | 9.73 357 | 3.24 201 | 8.13 201 | 2.61 235 | 0.06 194 | 0.27 284 | 0.00 1 | 0.00 1 | 0.05 82 | 1.44 406 |
|
| DEFOM-Stereo |  | 2.43 104 | 1.22 143 | 4.56 95 | 3.89 195 | 1.05 154 | 12.70 480 | 0.80 139 | 5.07 22 | 2.70 55 | 3.02 168 | 1.81 75 | 0.61 42 | 0.54 37 | 8.77 224 | 1.01 49 | 0.02 48 | 0.01 21 | 0.00 1 | 0.00 1 | 0.03 34 | 0.69 191 |
|
| LG-Stereo_Zeroshot |  | 3.06 163 | 1.06 95 | 6.40 222 | 5.55 349 | 1.90 309 | 3.79 125 | 0.82 141 | 7.92 146 | 3.70 133 | 4.01 202 | 10.87 311 | 2.27 150 | 5.15 307 | 3.49 37 | 2.09 187 | 0.19 375 | 0.64 404 | 0.00 1 | 0.35 535 | 0.42 408 | 0.58 167 |
|
| raft_robust |  | 8.39 449 | 2.81 511 | 7.62 301 | 6.32 427 | 1.17 172 | 5.47 272 | 0.82 141 | 34.37 644 | 35.49 632 | 18.40 515 | 20.25 429 | 7.24 304 | 5.51 325 | 15.77 525 | 3.40 298 | 0.11 297 | 1.10 577 | 0.00 1 | 0.50 594 | 0.33 342 | 1.19 353 |
|
| MGA |  | 1.79 51 | 0.91 58 | 4.09 62 | 2.73 57 | 1.60 253 | 3.94 135 | 0.84 143 | 5.19 27 | 3.57 125 | 1.75 78 | 1.56 67 | 1.40 94 | 0.19 5 | 4.92 97 | 1.19 73 | 0.04 114 | 0.86 469 | 0.00 1 | 0.03 222 | 0.06 95 | 0.95 276 |
|
| asda |  | 2.30 94 | 1.05 87 | 5.07 136 | 3.16 109 | 1.97 319 | 3.28 95 | 0.84 143 | 6.58 84 | 3.63 130 | 2.65 141 | 3.26 115 | 0.65 46 | 2.93 189 | 6.05 127 | 1.83 153 | 0.70 550 | 1.01 538 | 0.00 1 | 0.27 479 | 0.10 160 | 0.86 233 |
|
| DepthFocus |  | 1.14 4 | 0.79 26 | 3.57 37 | 2.42 14 | 0.48 58 | 1.25 12 | 0.85 145 | 2.10 3 | 1.50 6 | 0.83 8 | 1.80 74 | 1.73 113 | 0.90 65 | 3.73 46 | 0.63 10 | 0.03 91 | 0.01 21 | 0.00 1 | 0.00 1 | 0.01 1 | 0.09 34 |
|
| FORCE_4 |  | 1.79 51 | 1.18 128 | 4.92 121 | 2.50 27 | 0.13 8 | 3.85 130 | 0.89 146 | 6.32 62 | 3.08 78 | 0.72 5 | 2.22 80 | 1.20 80 | 1.36 103 | 6.28 137 | 0.87 31 | 0.17 351 | 0.00 1 | 0.00 1 | 0.00 1 | 0.13 205 | 0.04 22 |
|
| SGD-Stereo |  | 2.03 74 | 0.90 49 | 4.25 70 | 2.80 68 | 0.38 37 | 3.39 103 | 0.90 147 | 7.22 123 | 2.50 45 | 4.05 203 | 1.12 48 | 1.77 117 | 1.31 96 | 8.51 218 | 1.04 54 | 0.24 401 | 0.01 21 | 0.00 1 | 0.00 1 | 0.06 95 | 0.12 43 |
|
| XX-Stereo |  | 6.50 368 | 1.81 296 | 10.42 438 | 12.71 677 | 7.14 648 | 3.46 108 | 0.90 147 | 16.31 363 | 6.13 217 | 9.03 321 | 28.11 532 | 13.48 434 | 2.22 152 | 11.87 372 | 2.61 235 | 0.45 485 | 0.78 443 | 0.08 427 | 0.42 574 | 1.09 570 | 0.88 240 |
|
| GELT-Stereo |  | 3.20 174 | 1.48 212 | 5.05 131 | 3.65 170 | 4.13 493 | 2.30 48 | 0.91 149 | 16.61 376 | 6.52 227 | 5.64 261 | 2.57 95 | 3.30 183 | 2.79 182 | 6.18 132 | 2.02 178 | 0.02 48 | 0.01 21 | 0.00 1 | 0.00 1 | 0.08 133 | 0.71 202 |
|
| IGEV |   | 2.11 85 | 0.73 12 | 4.37 81 | 2.86 77 | 3.48 449 | 4.13 149 | 0.94 150 | 7.90 143 | 3.86 137 | 2.26 115 | 4.35 153 | 0.28 11 | 0.61 44 | 3.78 48 | 1.05 57 | 0.08 255 | 0.72 423 | 0.00 1 | 0.20 408 | 0.03 34 | 0.56 157 |
|
| MIF-Stereo (partial) |  | 4.55 268 | 1.63 244 | 8.37 334 | 5.46 343 | 5.35 567 | 3.48 109 | 0.94 150 | 9.80 208 | 8.03 265 | 4.45 217 | 15.68 365 | 5.33 250 | 5.11 305 | 11.92 375 | 4.57 363 | 0.06 194 | 0.02 57 | 0.06 398 | 0.03 222 | 0.45 421 | 0.30 82 |
|
| s12784h |  | 6.22 355 | 1.01 77 | 4.95 125 | 3.57 164 | 0.54 66 | 19.55 607 | 0.95 152 | 19.51 434 | 18.39 438 | 12.98 383 | 12.58 334 | 7.78 321 | 5.56 330 | 11.34 342 | 4.36 353 | 0.89 583 | 0.01 21 | 0.05 381 | 0.00 1 | 0.07 112 | 0.20 62 |
|
| AIO-Stereo-zeroshot |   | 7.75 431 | 3.47 556 | 14.99 562 | 5.34 335 | 7.99 668 | 7.13 374 | 0.96 153 | 23.20 491 | 10.00 313 | 11.29 348 | 17.31 385 | 18.44 521 | 9.03 440 | 13.19 452 | 5.77 411 | 0.06 194 | 1.01 538 | 0.12 477 | 1.51 671 | 1.49 594 | 2.74 614 |
|
| CroCo-Stereo |   | 3.51 206 | 2.49 487 | 8.03 321 | 9.10 583 | 1.26 195 | 0.97 6 | 0.96 153 | 11.24 255 | 8.52 283 | 3.79 196 | 4.87 177 | 7.93 325 | 4.44 259 | 3.26 31 | 2.76 250 | 0.03 91 | 0.00 1 | 0.00 1 | 0.00 1 | 0.34 349 | 0.16 54 |
| P.Weinzaepfel, T. Lucas, V. Leroy, Y. Cabon, V. Arora, R. Bregier, G. Csurka, L. Antsfeld, B. Chidlovskii, J. Revaud: CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow. ICCV 2023 |
| DVStereo |   | 4.62 270 | 1.66 253 | 6.95 258 | 4.21 233 | 1.86 306 | 10.94 449 | 0.99 155 | 12.18 269 | 6.28 221 | 12.65 365 | 10.00 281 | 5.44 253 | 3.80 223 | 10.06 286 | 3.61 310 | 0.13 322 | 0.49 352 | 0.09 438 | 0.28 485 | 0.09 150 | 0.68 187 |
|
| GCST |   | 37.71 755 | 41.51 762 | 27.28 669 | 92.08 799 | 36.49 763 | 24.16 640 | 0.99 155 | 26.00 520 | 20.14 463 | 26.34 639 | 15.80 367 | 19.97 541 | 4.67 282 | 17.54 569 | 5.83 416 | 80.93 798 | 35.32 775 | 87.67 804 | 74.76 788 | 73.87 789 | 42.93 771 |
|
| CES |  | 4.08 241 | 1.34 180 | 3.46 26 | 3.65 170 | 11.49 710 | 5.24 256 | 0.99 155 | 10.15 219 | 9.15 297 | 3.80 197 | 9.29 276 | 1.76 116 | 0.91 66 | 6.94 149 | 2.64 242 | 0.07 228 | 0.05 122 | 0.01 278 | 0.00 1 | 1.63 599 | 9.03 716 |
|
| UGAM-zero |  | 7.48 414 | 1.91 330 | 14.55 552 | 4.78 279 | 2.00 322 | 6.34 344 | 1.02 158 | 18.99 421 | 8.70 288 | 14.93 422 | 15.74 366 | 24.94 596 | 13.86 543 | 13.13 450 | 5.05 379 | 0.04 114 | 0.96 498 | 0.02 323 | 1.08 654 | 0.18 249 | 1.46 410 |
|
| Hybrid-DGEV-2 |  | 8.65 460 | 3.04 533 | 9.44 385 | 8.90 581 | 1.18 176 | 10.81 446 | 1.04 159 | 31.56 607 | 27.89 561 | 13.79 404 | 17.07 384 | 12.07 400 | 16.60 590 | 12.30 398 | 5.66 408 | 0.07 228 | 0.10 202 | 0.00 1 | 0.05 263 | 0.29 321 | 1.17 347 |
|
| GCAP-Stereo |  | 4.26 255 | 2.26 438 | 8.78 344 | 5.09 312 | 1.45 222 | 5.66 292 | 1.08 160 | 13.30 296 | 8.20 272 | 8.93 319 | 10.09 289 | 6.61 288 | 3.52 211 | 5.14 102 | 3.20 283 | 0.02 48 | 1.13 586 | 0.06 398 | 0.00 1 | 0.32 334 | 0.39 111 |
|
| water-stereo |  | 4.05 240 | 1.16 119 | 6.14 194 | 3.96 201 | 0.83 118 | 5.09 245 | 1.09 161 | 13.45 301 | 5.71 195 | 6.59 277 | 14.69 354 | 7.49 310 | 5.81 338 | 3.80 51 | 3.51 302 | 0.38 458 | 0.18 245 | 0.10 451 | 0.05 263 | 0.07 112 | 0.90 248 |
|
| 3.5w_stereo |  | 2.78 139 | 1.48 212 | 5.51 161 | 2.66 42 | 1.61 257 | 5.90 313 | 1.09 161 | 7.46 130 | 3.28 102 | 4.31 211 | 4.49 159 | 0.35 26 | 2.04 145 | 10.32 298 | 3.27 290 | 0.21 386 | 0.66 407 | 0.00 1 | 0.09 310 | 0.02 6 | 0.88 240 |
|
| anonymous |  | 1.84 60 | 1.30 170 | 4.12 64 | 3.00 89 | 0.76 101 | 0.77 5 | 1.11 163 | 2.41 10 | 2.87 72 | 3.37 183 | 6.99 240 | 2.55 161 | 0.60 42 | 5.28 108 | 1.29 86 | 0.06 194 | 0.01 21 | 0.00 1 | 0.00 1 | 0.03 34 | 0.21 64 |
|
| Selective-RAFT |  | 6.10 349 | 1.16 119 | 10.90 463 | 7.41 516 | 0.91 129 | 15.22 531 | 1.11 163 | 14.84 337 | 16.23 406 | 7.19 289 | 7.06 242 | 11.49 380 | 8.10 416 | 12.83 429 | 5.19 386 | 0.26 413 | 0.97 503 | 0.00 1 | 0.46 581 | 0.10 160 | 0.65 178 |
|
| 3.25w_new |  | 2.57 120 | 1.05 87 | 5.06 132 | 2.75 62 | 1.49 238 | 5.86 308 | 1.15 165 | 7.21 121 | 3.61 128 | 4.57 222 | 3.97 141 | 0.64 44 | 2.42 168 | 7.83 188 | 1.41 114 | 0.07 228 | 0.97 503 | 0.00 1 | 0.23 431 | 0.08 133 | 0.95 276 |
|
| 3.25w |  | 2.57 120 | 1.05 87 | 5.06 132 | 2.75 62 | 1.49 238 | 5.87 309 | 1.15 165 | 7.21 121 | 3.61 128 | 4.57 222 | 3.97 141 | 0.64 44 | 2.42 168 | 7.82 186 | 1.41 114 | 0.07 228 | 0.97 503 | 0.00 1 | 0.23 431 | 0.08 133 | 0.95 276 |
|
| LoS |  | 3.83 225 | 1.25 152 | 4.39 84 | 3.29 129 | 0.58 70 | 4.87 222 | 1.15 165 | 11.00 244 | 13.34 363 | 5.02 239 | 10.69 303 | 4.14 212 | 3.78 222 | 9.15 247 | 3.20 283 | 0.08 255 | 0.03 77 | 0.09 438 | 0.00 1 | 0.13 205 | 0.35 94 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| test-1 |  | 6.03 346 | 1.76 281 | 15.61 574 | 8.01 550 | 1.98 321 | 7.82 395 | 1.16 168 | 13.64 305 | 13.60 367 | 9.69 327 | 15.16 362 | 11.55 383 | 5.45 321 | 7.78 184 | 4.35 352 | 0.16 344 | 1.18 600 | 0.00 1 | 0.13 337 | 0.16 233 | 1.39 393 |
|
| ARStereo |  | 2.87 150 | 1.75 278 | 7.21 276 | 3.57 164 | 0.57 69 | 5.21 254 | 1.18 169 | 8.42 162 | 2.58 50 | 1.80 85 | 4.49 159 | 1.58 103 | 6.34 361 | 9.10 242 | 1.42 117 | 0.02 48 | 1.00 532 | 0.02 323 | 0.00 1 | 0.07 112 | 0.98 290 |
|
| Reg-Stereo(zero) |  | 4.96 283 | 0.83 41 | 5.01 128 | 3.71 179 | 2.33 359 | 3.81 129 | 1.18 169 | 17.25 390 | 13.30 362 | 10.52 334 | 10.73 307 | 10.47 369 | 4.43 256 | 9.47 265 | 4.17 339 | 0.06 194 | 0.74 429 | 0.00 1 | 0.27 479 | 0.04 66 | 0.88 240 |
|
| HLF11 |  | 6.15 352 | 2.25 433 | 10.31 429 | 3.88 194 | 3.16 428 | 5.08 243 | 1.19 171 | 18.82 419 | 10.46 318 | 10.76 342 | 18.05 394 | 7.97 326 | 5.47 322 | 15.89 527 | 9.10 495 | 0.09 270 | 0.01 21 | 0.00 1 | 0.00 1 | 0.29 321 | 0.13 47 |
|
| LG-Stereo |  | 2.75 137 | 1.78 286 | 8.47 337 | 4.32 249 | 1.04 152 | 3.56 114 | 1.20 172 | 7.18 119 | 6.19 218 | 2.53 132 | 7.57 252 | 1.07 74 | 0.75 53 | 5.24 105 | 2.51 225 | 0.49 495 | 0.27 284 | 0.01 278 | 0.03 222 | 0.34 349 | 0.44 127 |
|
| IPLGR |  | 7.48 414 | 1.61 237 | 14.03 544 | 4.92 298 | 1.30 205 | 10.30 431 | 1.20 172 | 24.52 508 | 22.59 494 | 16.71 470 | 18.84 409 | 8.44 334 | 7.49 401 | 9.62 270 | 6.34 435 | 0.26 413 | 0.05 122 | 0.05 381 | 0.06 277 | 0.37 373 | 0.93 262 |
|
| CFNet-RSSM |  | 5.78 318 | 1.24 148 | 9.20 371 | 4.82 284 | 1.23 186 | 6.33 342 | 1.21 174 | 17.35 392 | 18.14 436 | 13.35 391 | 11.17 315 | 11.69 386 | 5.43 319 | 9.71 273 | 3.34 293 | 0.03 91 | 0.20 253 | 0.00 1 | 0.36 542 | 0.37 373 | 0.42 120 |
|
| GCAP-Stereo-DPT-2K |  | 3.33 184 | 1.12 109 | 6.22 200 | 3.35 139 | 4.61 529 | 3.98 139 | 1.23 175 | 8.33 158 | 8.06 268 | 6.76 279 | 12.36 330 | 2.19 148 | 0.60 42 | 5.16 103 | 1.26 81 | 0.01 10 | 0.07 166 | 0.01 278 | 0.25 458 | 0.14 208 | 0.95 276 |
|
| GCAP-Stereo-DPT-3K |  | 3.40 190 | 1.19 135 | 6.23 202 | 3.22 116 | 4.64 531 | 4.62 188 | 1.24 176 | 9.97 215 | 10.68 323 | 6.19 272 | 11.95 328 | 1.80 124 | 0.42 28 | 3.38 32 | 1.25 78 | 0.01 10 | 0.07 166 | 0.00 1 | 0.25 458 | 0.14 208 | 0.67 182 |
|
| Select-FE |  | 8.15 443 | 3.89 574 | 22.25 654 | 6.74 467 | 4.35 506 | 4.71 203 | 1.24 176 | 20.11 446 | 6.59 229 | 12.93 381 | 23.07 480 | 20.54 544 | 12.80 517 | 14.28 486 | 4.68 366 | 0.18 362 | 1.09 569 | 0.07 419 | 0.97 645 | 0.39 390 | 2.10 550 |
|
| 4.5_new |  | 2.16 87 | 0.96 65 | 4.43 86 | 2.83 73 | 1.93 313 | 5.59 287 | 1.24 176 | 6.25 60 | 2.81 65 | 4.41 214 | 3.54 123 | 0.46 32 | 0.96 71 | 3.70 44 | 1.41 114 | 0.33 436 | 1.01 538 | 0.00 1 | 0.21 416 | 0.11 180 | 1.11 331 |
|
| EGLCR-Stereo |  | 3.41 193 | 1.28 159 | 6.47 230 | 4.22 234 | 1.36 208 | 5.18 251 | 1.24 176 | 11.58 262 | 5.47 191 | 3.80 197 | 3.40 118 | 8.10 328 | 1.69 124 | 9.53 267 | 2.23 200 | 0.09 270 | 0.89 480 | 0.01 278 | 0.00 1 | 0.24 280 | 1.42 402 |
|
| 4.5w-stereo |  | 2.16 87 | 0.96 65 | 4.43 86 | 2.83 73 | 1.93 313 | 5.59 287 | 1.25 180 | 6.25 60 | 2.81 65 | 4.41 214 | 3.53 122 | 0.46 32 | 0.96 71 | 3.70 44 | 1.42 117 | 0.33 436 | 1.01 538 | 0.00 1 | 0.21 416 | 0.11 180 | 1.11 331 |
|
| gcap_with_dpt |  | 3.03 158 | 1.08 98 | 6.32 212 | 3.49 159 | 4.52 520 | 5.06 242 | 1.27 181 | 7.96 147 | 4.87 172 | 6.17 271 | 11.91 327 | 2.06 140 | 0.57 38 | 2.88 15 | 1.07 60 | 0.01 10 | 0.08 178 | 0.02 323 | 0.25 458 | 0.15 224 | 0.94 271 |
|
| Gwc-CoAtRS |  | 5.80 320 | 1.37 184 | 9.07 356 | 4.80 282 | 1.39 215 | 6.90 369 | 1.27 181 | 16.50 370 | 15.48 393 | 13.07 385 | 13.35 343 | 12.64 409 | 5.61 331 | 9.14 246 | 4.20 341 | 0.04 114 | 0.32 301 | 0.00 1 | 0.29 493 | 0.30 327 | 0.33 89 |
|
| gcap-zeroshot |  | 3.14 169 | 1.18 128 | 6.27 207 | 3.32 132 | 4.60 525 | 4.50 177 | 1.28 183 | 9.47 202 | 8.43 278 | 5.88 265 | 10.06 282 | 1.79 121 | 0.45 29 | 2.98 20 | 1.37 97 | 0.00 1 | 0.08 178 | 0.01 278 | 0.26 464 | 0.15 224 | 0.69 191 |
|
| MIM_Stereo |  | 7.37 413 | 2.06 375 | 12.02 505 | 4.71 276 | 1.69 276 | 5.17 250 | 1.28 183 | 19.54 435 | 13.09 355 | 16.93 474 | 28.48 537 | 13.05 426 | 5.43 319 | 13.25 457 | 7.41 456 | 0.02 48 | 0.62 401 | 0.00 1 | 0.01 157 | 0.45 421 | 2.09 549 |
|
| testlalala |  | 3.14 169 | 1.18 128 | 6.27 207 | 3.32 132 | 4.60 525 | 4.50 177 | 1.28 183 | 9.47 202 | 8.43 278 | 5.88 265 | 10.06 282 | 1.79 121 | 0.45 29 | 2.98 20 | 1.37 97 | 0.00 1 | 0.08 178 | 0.01 278 | 0.26 464 | 0.15 224 | 0.69 191 |
|
| GCAP-Stereo-DPT-5K |  | 3.26 180 | 1.18 128 | 6.09 187 | 3.37 141 | 4.60 525 | 4.64 190 | 1.29 186 | 9.39 200 | 9.58 303 | 6.19 272 | 10.71 305 | 1.85 125 | 0.51 32 | 3.23 29 | 1.42 117 | 0.01 10 | 0.08 178 | 0.01 278 | 0.24 443 | 0.14 208 | 0.63 173 |
|
| test_for_model |  | 3.26 180 | 1.18 128 | 6.09 187 | 3.37 141 | 4.60 525 | 4.64 190 | 1.29 186 | 9.39 200 | 9.57 302 | 6.19 272 | 10.71 305 | 1.85 125 | 0.51 32 | 3.23 29 | 1.42 117 | 0.01 10 | 0.08 178 | 0.01 278 | 0.24 443 | 0.14 208 | 0.63 173 |
|
| LMStereo |  | 2.86 149 | 1.71 263 | 12.34 513 | 3.53 162 | 0.61 74 | 2.20 44 | 1.30 188 | 7.48 131 | 2.19 34 | 1.89 89 | 4.21 149 | 1.03 69 | 6.31 359 | 8.93 231 | 1.35 96 | 0.02 48 | 0.72 423 | 0.00 1 | 0.00 1 | 0.07 112 | 1.41 399 |
|
| MLCV |  | 9.96 501 | 3.33 548 | 14.77 553 | 5.75 380 | 1.62 262 | 14.91 520 | 1.31 189 | 22.06 474 | 24.83 522 | 22.51 593 | 31.57 585 | 17.20 492 | 8.07 415 | 17.07 558 | 12.11 550 | 0.48 491 | 0.01 21 | 0.05 381 | 0.05 263 | 0.48 433 | 1.10 326 |
|
| MoCha-V2 |  | 3.68 212 | 1.42 195 | 5.50 160 | 6.03 399 | 1.50 242 | 4.53 183 | 1.32 190 | 11.05 246 | 6.30 222 | 5.86 264 | 5.39 202 | 2.66 170 | 6.33 360 | 10.36 299 | 1.58 134 | 0.19 375 | 1.57 670 | 0.00 1 | 0.24 443 | 0.07 112 | 1.77 460 |
|
| depthmonostereo |  | 4.46 265 | 2.22 426 | 7.17 273 | 4.79 281 | 1.32 206 | 7.84 397 | 1.36 191 | 15.70 352 | 12.86 354 | 5.04 240 | 7.89 260 | 5.04 240 | 6.26 357 | 6.95 150 | 3.25 288 | 0.07 228 | 0.23 266 | 0.12 477 | 0.07 290 | 0.08 133 | 1.06 314 |
|
| NLSM1 |  | 5.13 291 | 1.43 203 | 6.34 216 | 4.67 272 | 5.73 590 | 13.35 494 | 1.37 192 | 15.17 341 | 10.96 328 | 5.43 257 | 10.97 312 | 4.39 220 | 4.65 279 | 11.31 338 | 5.75 409 | 0.01 10 | 0.05 122 | 0.01 278 | 0.00 1 | 0.11 180 | 0.92 255 |
|
| 3.75w |  | 2.66 128 | 1.12 109 | 4.96 126 | 2.92 82 | 3.25 434 | 7.95 399 | 1.38 193 | 6.44 74 | 3.16 90 | 3.38 184 | 4.87 177 | 0.33 22 | 2.71 179 | 6.99 153 | 1.28 84 | 0.36 448 | 0.96 498 | 0.00 1 | 0.14 351 | 0.10 160 | 0.89 245 |
|
| PAM_32 |  | 7.56 418 | 1.96 340 | 15.04 563 | 6.11 405 | 2.08 327 | 16.93 572 | 1.38 193 | 16.49 369 | 7.93 262 | 15.16 425 | 9.17 271 | 25.77 602 | 11.69 492 | 12.95 434 | 4.03 330 | 0.14 327 | 0.77 442 | 0.09 438 | 0.83 627 | 0.61 490 | 2.00 525 |
|
| plain |  | 4.41 264 | 2.18 419 | 11.50 482 | 5.46 343 | 2.97 417 | 3.20 89 | 1.38 193 | 9.01 186 | 5.96 214 | 3.56 188 | 16.63 379 | 3.01 176 | 2.76 181 | 14.80 510 | 4.25 347 | 0.32 433 | 0.00 1 | 0.04 368 | 0.01 157 | 0.79 536 | 0.43 124 |
|
| canet-new |  | 2.84 145 | 1.71 263 | 11.52 483 | 3.30 130 | 1.85 305 | 3.10 82 | 1.39 196 | 7.41 127 | 2.73 57 | 1.13 21 | 3.43 119 | 0.92 68 | 4.97 300 | 9.58 268 | 1.26 81 | 0.06 194 | 0.81 449 | 0.00 1 | 0.07 290 | 0.09 150 | 1.51 426 |
|
| MyStereo8 |  | 7.68 425 | 3.00 526 | 12.46 516 | 7.70 535 | 5.11 554 | 11.40 457 | 1.39 196 | 15.98 356 | 10.05 314 | 16.45 458 | 24.04 487 | 12.01 397 | 7.91 412 | 10.68 305 | 10.57 526 | 0.14 327 | 1.52 667 | 0.08 427 | 0.48 588 | 0.60 486 | 1.98 509 |
|
| GCAP-Stereo-DPT-22K |  | 2.84 145 | 1.13 113 | 5.48 159 | 4.01 205 | 3.72 457 | 3.33 98 | 1.40 198 | 8.58 170 | 3.90 141 | 2.56 135 | 7.82 255 | 3.41 187 | 5.01 301 | 2.48 9 | 1.12 63 | 0.02 48 | 0.99 524 | 0.00 1 | 0.50 594 | 0.12 189 | 1.11 331 |
|
| DNS |  | 10.00 505 | 15.17 711 | 4.27 71 | 3.28 126 | 1.61 257 | 3.10 82 | 1.42 199 | 10.63 232 | 4.45 160 | 1.95 95 | 5.19 196 | 3.57 198 | 3.01 191 | 29.97 682 | 22.53 637 | 0.50 499 | 4.47 734 | 0.42 581 | 0.48 588 | 40.47 765 | 43.58 773 |
|
| MSCF |  | 3.53 207 | 2.33 455 | 6.43 224 | 4.97 300 | 1.76 292 | 5.30 263 | 1.43 200 | 9.49 205 | 5.37 187 | 5.50 259 | 6.46 232 | 1.79 121 | 6.92 390 | 6.16 130 | 1.85 156 | 0.11 297 | 1.01 538 | 0.00 1 | 1.07 652 | 0.27 307 | 2.30 580 |
|
| GMStereo_Zeroshot |   | 11.32 551 | 8.59 662 | 21.66 647 | 10.06 606 | 2.53 375 | 12.38 472 | 1.43 200 | 21.36 470 | 21.50 478 | 23.48 605 | 35.74 639 | 24.85 590 | 6.12 354 | 20.48 609 | 8.28 474 | 0.83 573 | 0.02 57 | 0.25 546 | 0.01 157 | 6.33 692 | 0.53 150 |
|
| IPLG |  | 7.65 424 | 2.00 354 | 13.81 539 | 5.86 391 | 4.35 506 | 10.97 450 | 1.43 200 | 22.52 479 | 16.50 414 | 19.78 543 | 20.62 439 | 5.28 248 | 5.49 324 | 12.58 420 | 9.70 513 | 0.13 322 | 0.06 151 | 0.03 348 | 0.07 290 | 0.41 399 | 1.38 391 |
|
| GASTEREO |  | 3.69 213 | 2.44 479 | 6.32 212 | 5.26 330 | 1.76 292 | 5.46 271 | 1.44 203 | 9.55 206 | 5.71 195 | 5.61 260 | 6.96 239 | 1.61 105 | 6.99 392 | 8.15 202 | 1.89 162 | 0.10 288 | 1.01 538 | 0.00 1 | 1.07 652 | 0.17 241 | 2.30 580 |
|
| cross-raft |  | 5.70 313 | 1.44 205 | 7.08 265 | 6.69 463 | 2.11 334 | 5.89 310 | 1.44 203 | 16.44 367 | 8.38 276 | 13.42 395 | 20.70 440 | 12.20 402 | 4.38 254 | 9.06 239 | 3.11 279 | 0.03 91 | 0.38 318 | 0.00 1 | 0.22 419 | 0.24 280 | 0.84 229 |
|
| GCAP-Stereo-DPT-50K |  | 4.46 265 | 9.66 670 | 35.34 696 | 3.13 103 | 3.77 463 | 2.83 69 | 1.45 205 | 8.84 179 | 3.43 117 | 2.36 123 | 4.88 180 | 3.03 177 | 3.14 196 | 2.69 12 | 1.04 54 | 0.05 154 | 0.57 383 | 0.00 1 | 0.46 581 | 0.78 533 | 1.79 464 |
|
| GEAStereo |  | 2.49 108 | 1.24 148 | 4.35 77 | 4.86 286 | 1.65 269 | 4.29 154 | 1.45 205 | 9.09 189 | 4.32 156 | 2.74 152 | 2.76 106 | 1.20 80 | 2.22 152 | 3.97 58 | 1.97 167 | 0.07 228 | 1.09 569 | 0.05 381 | 0.00 1 | 0.25 284 | 2.16 562 |
|
| GSStereo |  | 2.68 132 | 1.24 148 | 4.35 77 | 4.97 300 | 1.65 269 | 4.29 154 | 1.45 205 | 9.98 216 | 5.42 189 | 3.09 170 | 2.76 106 | 1.86 127 | 2.22 152 | 3.97 58 | 1.97 167 | 0.06 194 | 1.02 548 | 0.00 1 | 0.86 631 | 0.25 284 | 2.14 558 |
|
| GS-Stereo |  | | | | | | | 1.45 205 | 9.98 216 | 5.42 189 | 3.09 170 | 2.76 106 | 1.86 127 | 2.22 152 | 3.97 58 | 1.97 167 | 0.06 194 | 1.02 548 | 0.00 1 | 0.86 631 | 0.25 284 | 2.14 558 |
|
| IGEV-BASED-STEREO- |  | 7.80 433 | 28.14 749 | 42.31 710 | 3.20 112 | 0.50 59 | 4.12 148 | 1.45 205 | 7.06 113 | 4.60 163 | 4.66 227 | 3.90 139 | 2.47 157 | 1.37 105 | 6.02 125 | 1.94 164 | 24.62 759 | 0.43 338 | 0.01 278 | 0.08 302 | 4.61 674 | 14.42 739 |
|
| zero-FE |  | 3.32 182 | 1.18 128 | 5.60 164 | 4.69 273 | 4.43 511 | 3.21 90 | 1.46 210 | 6.93 104 | 2.47 44 | 1.50 54 | 2.64 97 | 1.71 111 | 4.81 286 | 6.47 142 | 3.42 299 | 0.59 524 | 0.90 483 | 0.00 1 | 0.28 485 | 13.31 731 | 0.77 215 |
|
| Former-RAFT_DAM_RVC |  | 4.91 281 | 3.05 534 | 9.51 388 | 4.55 261 | 3.59 452 | 9.01 415 | 1.46 210 | 14.59 333 | 19.31 457 | 7.65 299 | 7.22 245 | 2.04 139 | 2.21 150 | 10.13 290 | 2.51 225 | 0.12 314 | 0.03 77 | 0.08 427 | 0.00 1 | 0.62 492 | 0.50 145 |
|
| DNSM |  | 10.83 538 | 13.83 702 | 4.36 79 | 3.84 193 | 1.42 218 | 4.07 145 | 1.47 212 | 10.81 241 | 4.72 167 | 3.62 191 | 3.84 136 | 2.65 168 | 4.85 289 | 30.40 686 | 33.89 709 | 0.53 505 | 4.31 733 | 0.00 1 | 0.29 493 | 44.05 767 | 43.64 774 |
|
| LWStereo |  | 2.83 144 | 1.62 240 | 10.06 412 | 3.21 115 | 1.04 152 | 4.89 225 | 1.47 212 | 7.63 138 | 2.27 36 | 1.97 97 | 3.93 140 | 0.86 66 | 5.16 310 | 9.31 255 | 1.61 140 | 0.02 48 | 0.53 366 | 0.00 1 | 0.03 222 | 0.05 82 | 0.97 285 |
|
| DDF-Stereo |  | 3.46 198 | 1.20 136 | 5.41 154 | 5.11 316 | 4.42 510 | 3.37 101 | 1.47 212 | 6.01 50 | 2.40 42 | 1.25 33 | 2.68 98 | 1.67 110 | 4.52 265 | 8.23 212 | 3.48 301 | 0.58 518 | 0.92 488 | 0.00 1 | 0.29 493 | 15.46 737 | 0.74 208 |
|
| IIG-Stereo |  | 7.59 420 | 2.47 482 | 9.40 381 | 10.39 620 | 1.78 296 | 6.67 363 | 1.47 212 | 17.83 400 | 16.51 415 | 18.91 528 | 20.12 427 | 17.76 506 | 8.74 433 | 13.21 456 | 5.43 394 | 0.44 480 | 0.05 122 | 0.03 348 | 0.00 1 | 0.17 241 | 0.45 130 |
|
| DIP-Stereo |  | 6.99 396 | 2.37 467 | 11.45 479 | 4.78 279 | 1.70 278 | 13.13 488 | 1.47 212 | 15.76 353 | 7.43 244 | 14.57 416 | 26.61 517 | 10.76 373 | 5.10 304 | 14.97 514 | 8.10 470 | 0.06 194 | 0.06 151 | 0.06 398 | 0.00 1 | 0.17 241 | 1.22 357 |
| Zihua Zheng, Ni Nie, Zhi Ling, Pengfei Xiong, Jiangyu Liu, Hao Wang, Jiankun Li: DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow. cvpr2022 |
| RAFT-RH_RVC |  | 7.88 435 | 1.51 226 | 7.72 305 | 5.41 341 | 0.96 143 | 11.41 458 | 1.48 217 | 13.43 300 | 15.04 387 | 17.54 492 | 45.66 703 | 10.86 374 | 6.42 367 | 13.48 463 | 5.26 389 | 0.81 570 | 0.04 96 | 0.12 477 | 0.13 337 | 0.12 189 | 0.17 56 |
|
| LiteMatch |  | 2.36 96 | 2.17 416 | 3.23 19 | 4.11 219 | 0.72 90 | 2.15 41 | 1.49 218 | 5.39 32 | 3.17 91 | 1.79 83 | 0.63 27 | 2.12 144 | 5.23 311 | 4.28 68 | 9.36 505 | 0.06 194 | 0.04 96 | 0.00 1 | 0.00 1 | 0.32 334 | 0.95 276 |
|
| Lsterematch |  | 6.83 380 | 2.17 416 | 7.77 308 | 4.11 219 | 0.72 90 | 8.20 404 | 1.49 218 | 12.99 279 | 18.49 447 | 16.96 478 | 25.24 500 | 9.52 354 | 5.23 311 | 13.01 437 | 9.36 505 | 0.06 194 | 0.04 96 | 0.00 1 | 0.00 1 | 0.32 334 | 0.95 276 |
|
| GCAP-BAT |  | 3.88 227 | 1.21 137 | 8.47 337 | 4.07 213 | 3.84 471 | 2.72 61 | 1.50 220 | 9.84 210 | 12.58 347 | 4.96 236 | 6.53 233 | 7.07 297 | 1.78 131 | 9.89 278 | 1.99 172 | 0.06 194 | 0.10 202 | 0.00 1 | 0.01 157 | 0.07 112 | 1.00 294 |
|
| MSKI-zero shot |  | 5.11 290 | 1.81 296 | 6.47 230 | 6.17 409 | 1.78 296 | 6.42 351 | 1.50 220 | 13.59 304 | 8.66 286 | 10.63 338 | 11.58 320 | 13.29 431 | 2.35 162 | 12.34 402 | 3.09 278 | 0.05 154 | 1.21 618 | 0.02 323 | 0.29 493 | 0.15 224 | 0.85 230 |
|
| GCAPDPT-zeroshot |  | 3.88 227 | 1.21 137 | 8.46 336 | 4.07 213 | 3.83 469 | 2.72 61 | 1.50 220 | 9.84 210 | 12.58 347 | 4.96 236 | 6.53 233 | 7.07 297 | 1.78 131 | 9.89 278 | 1.98 170 | 0.06 194 | 0.10 202 | 0.00 1 | 0.01 157 | 0.07 112 | 1.01 296 |
|
| IGEV-FE |  | 5.90 333 | 2.30 447 | 15.24 566 | 6.91 483 | 2.11 334 | 4.35 165 | 1.51 223 | 15.68 350 | 8.52 283 | 13.72 400 | 11.87 324 | 11.49 380 | 3.84 227 | 11.42 346 | 4.77 372 | 0.10 288 | 0.84 460 | 0.15 498 | 0.25 458 | 0.87 551 | 1.98 509 |
|
| MGS-Stereo |  | 3.47 202 | 1.54 229 | 7.34 288 | 3.79 186 | 0.51 60 | 4.78 214 | 1.51 223 | 6.53 82 | 9.92 310 | 4.54 220 | 10.22 291 | 5.44 253 | 1.26 94 | 8.51 218 | 2.53 229 | 0.21 386 | 0.01 21 | 0.02 323 | 0.00 1 | 0.59 480 | 0.23 65 |
|
| IGEV_Zeroshot_test |  | 5.90 333 | 2.30 447 | 15.24 566 | 6.90 482 | 2.11 334 | 4.35 165 | 1.51 223 | 15.68 350 | 8.52 283 | 13.73 401 | 11.89 325 | 11.49 380 | 3.82 225 | 11.41 345 | 4.76 371 | 0.11 297 | 0.84 460 | 0.15 498 | 0.25 458 | 0.87 551 | 1.98 509 |
|
| RAFT-Test |  | 6.19 354 | 1.47 208 | 7.90 317 | 4.91 297 | 2.70 388 | 9.97 421 | 1.52 226 | 17.08 385 | 9.06 296 | 13.21 387 | 23.67 484 | 12.89 421 | 4.63 277 | 9.47 265 | 3.57 308 | 0.02 48 | 0.81 449 | 0.00 1 | 0.38 557 | 0.21 263 | 0.39 111 |
|
| ARStereo-new |  | 2.62 123 | 1.88 318 | 8.96 352 | 3.16 109 | 0.64 81 | 2.65 58 | 1.53 227 | 9.10 191 | 3.27 100 | 1.40 47 | 5.41 203 | 2.44 156 | 6.26 357 | 2.42 8 | 1.24 77 | 0.01 10 | 0.67 413 | 0.03 348 | 0.07 290 | 0.12 189 | 1.08 319 |
|
| rrr |  | 3.99 237 | 2.95 522 | 11.04 470 | 4.05 209 | 0.92 130 | 4.94 236 | 1.53 227 | 11.97 267 | 6.50 226 | 4.17 207 | 4.67 169 | 4.50 227 | 3.95 229 | 11.24 333 | 4.28 348 | 0.18 362 | 0.56 377 | 0.00 1 | 0.22 419 | 0.25 284 | 1.88 483 |
|
| GCAP-Stereo-DPT-20K |  | 3.73 216 | 0.96 65 | 19.43 626 | 2.45 20 | 2.27 353 | 4.47 173 | 1.54 229 | 8.30 156 | 4.01 144 | 2.87 159 | 5.19 196 | 3.46 193 | 4.46 260 | 2.26 3 | 0.83 25 | 0.07 228 | 0.75 435 | 0.00 1 | 0.20 408 | 0.92 555 | 10.21 725 |
|
| WQFJA1 |  | 4.85 278 | 1.42 195 | 5.91 178 | 3.70 176 | 5.90 606 | 13.00 486 | 1.54 229 | 13.22 286 | 10.90 327 | 5.24 248 | 5.65 216 | 6.12 270 | 4.94 295 | 10.31 297 | 7.77 462 | 0.08 255 | 0.07 166 | 0.00 1 | 0.00 1 | 0.10 160 | 1.15 340 |
|
| NLMM |  | 4.84 277 | 1.42 195 | 5.91 178 | 3.70 176 | 5.90 606 | 12.99 485 | 1.54 229 | 13.23 287 | 10.88 326 | 5.24 248 | 5.65 216 | 6.12 270 | 4.95 296 | 10.13 290 | 7.77 462 | 0.08 255 | 0.07 166 | 0.00 1 | 0.00 1 | 0.10 160 | 1.15 340 |
|
| GCAPDPT-zeroshot4090 |  | 3.73 216 | 0.96 65 | 19.42 625 | 2.45 20 | 2.27 353 | 4.47 173 | 1.54 229 | 8.30 156 | 4.01 144 | 2.87 159 | 5.19 196 | 3.46 193 | 4.46 260 | 2.26 3 | 0.83 25 | 0.07 228 | 0.75 435 | 0.00 1 | 0.20 408 | 0.92 555 | 10.21 725 |
|
| AEACV |  | 3.74 218 | 1.42 195 | 6.45 227 | 5.61 353 | 6.24 624 | 4.69 199 | 1.54 229 | 7.61 137 | 7.19 237 | 3.59 190 | 7.87 258 | 4.20 214 | 6.43 368 | 6.07 128 | 1.96 166 | 0.03 91 | 1.03 557 | 0.04 368 | 0.54 603 | 0.23 273 | 2.12 554 |
|
| low |  | 3.17 172 | 1.39 188 | 5.47 158 | 4.27 246 | 1.75 289 | 4.85 219 | 1.55 234 | 9.64 207 | 5.22 182 | 2.45 128 | 3.27 116 | 5.67 261 | 3.04 192 | 9.94 281 | 2.14 193 | 0.02 48 | 1.20 611 | 0.00 1 | 0.18 391 | 0.04 66 | 1.27 366 |
|
| GCAP-Stereo-DPT-25K |  | 2.77 138 | 1.13 113 | 5.44 156 | 3.06 97 | 2.08 327 | 3.94 135 | 1.55 234 | 11.83 265 | 6.47 225 | 2.30 118 | 5.05 190 | 2.53 158 | 3.46 209 | 2.91 18 | 1.01 49 | 0.04 114 | 0.23 266 | 0.00 1 | 0.51 596 | 0.12 189 | 1.74 458 |
|
| SCV_C0 |  | 3.81 223 | 1.92 333 | 7.94 318 | 4.22 234 | 1.75 289 | 4.82 217 | 1.56 236 | 11.79 263 | 8.00 263 | 3.23 179 | 5.14 192 | 6.19 277 | 1.81 136 | 11.49 353 | 2.42 220 | 0.17 351 | 1.09 569 | 0.00 1 | 0.23 431 | 0.38 385 | 2.04 535 |
|
| RAFT-Stereo-weight |  | 5.42 300 | 1.21 137 | 6.22 200 | 4.69 273 | 1.28 201 | 6.18 335 | 1.58 237 | 18.42 412 | 18.47 443 | 11.35 350 | 10.27 292 | 11.93 396 | 1.65 120 | 9.59 269 | 3.83 322 | 0.10 288 | 0.60 394 | 0.00 1 | 0.00 1 | 0.16 233 | 0.89 245 |
|
| test_xeample3 |  | 4.08 241 | 2.95 522 | 11.20 474 | 4.05 209 | 1.05 154 | 5.62 291 | 1.58 237 | 13.23 287 | 4.76 169 | 7.10 284 | 3.83 135 | 3.18 181 | 3.30 203 | 11.75 364 | 4.42 356 | 0.08 255 | 0.74 429 | 0.00 1 | 0.38 557 | 0.26 298 | 2.04 535 |
|
| GCAP-Stereo-w-DA |  | 2.56 117 | 1.50 221 | 7.52 295 | 4.24 243 | 0.72 90 | 3.79 125 | 1.59 239 | 8.38 159 | 3.25 98 | 1.75 78 | 4.56 163 | 2.61 163 | 4.57 266 | 3.47 33 | 1.59 136 | 0.03 91 | 0.56 377 | 0.00 1 | 0.03 222 | 0.10 160 | 0.93 262 |
|
| GCAP-Stereo-CNN-DA |  | 2.56 117 | 1.50 221 | 7.52 295 | 4.24 243 | 0.72 90 | 3.79 125 | 1.59 239 | 8.38 159 | 3.25 98 | 1.75 78 | 4.56 163 | 2.61 163 | 4.57 266 | 3.47 33 | 1.59 136 | 0.03 91 | 0.56 377 | 0.00 1 | 0.03 222 | 0.10 160 | 0.93 262 |
|
| GCAP-Stereo-DPT-24K |  | 2.41 102 | 1.11 105 | 6.02 186 | 3.43 149 | 2.13 339 | 3.61 116 | 1.59 239 | 9.07 187 | 4.09 151 | 1.71 74 | 3.47 121 | 0.65 46 | 4.05 234 | 2.38 6 | 1.05 57 | 0.03 91 | 0.18 245 | 0.00 1 | 0.44 578 | 0.28 313 | 2.86 621 |
|
| LACA3 |  | 1.49 22 | 1.16 119 | 2.90 7 | 1.45 2 | 0.85 120 | 2.31 49 | 1.59 239 | 5.16 26 | 1.59 13 | 1.34 41 | 0.65 31 | 0.65 46 | 0.61 44 | 8.94 232 | 0.45 2 | 0.04 114 | 0.01 21 | 0.00 1 | 0.00 1 | 0.04 66 | 0.12 43 |
|
| bcnet-new |  | 3.03 158 | 1.86 312 | 11.53 485 | 3.24 121 | 1.22 185 | 6.75 365 | 1.60 243 | 7.41 127 | 2.30 38 | 1.96 96 | 3.99 143 | 2.62 165 | 3.31 204 | 8.96 234 | 1.39 106 | 0.04 114 | 1.10 577 | 0.01 278 | 0.01 157 | 0.07 112 | 1.33 379 |
|
| GLC_STEREO |  | 3.61 210 | 1.35 181 | 3.91 55 | 6.86 479 | 0.23 15 | 4.69 199 | 1.61 244 | 9.80 208 | 7.20 238 | 5.64 261 | 9.11 270 | 5.19 244 | 2.02 143 | 10.25 294 | 3.70 312 | 0.07 228 | 0.04 96 | 0.22 538 | 0.00 1 | 0.24 280 | 0.17 56 |
|
| GCAP-Stereo-DPT-cres |  | 3.02 157 | 1.07 96 | 5.65 165 | 3.42 147 | 4.71 532 | 7.67 391 | 1.62 245 | 8.75 174 | 3.34 108 | 2.70 147 | 5.84 222 | 3.78 205 | 6.58 373 | 3.00 22 | 1.17 71 | 0.01 10 | 0.04 96 | 0.00 1 | 0.06 277 | 0.14 208 | 0.83 227 |
|
| CAS++ |  | 4.25 254 | 2.16 412 | 6.64 244 | 4.57 265 | 1.14 169 | 4.22 152 | 1.62 245 | 19.22 427 | 10.81 325 | 9.35 324 | 9.25 275 | 1.97 131 | 1.40 107 | 9.87 277 | 2.00 173 | 0.15 338 | 0.05 122 | 0.00 1 | 0.00 1 | 0.33 342 | 0.28 76 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| ROB_FTStereo |  | 5.82 322 | 1.97 341 | 10.37 433 | 5.67 369 | 0.46 50 | 5.52 275 | 1.63 247 | 13.27 293 | 7.79 251 | 12.69 369 | 18.06 395 | 12.86 417 | 6.63 378 | 12.28 396 | 5.43 394 | 0.87 582 | 0.09 189 | 0.10 451 | 0.00 1 | 0.26 298 | 0.36 100 |
|
| RALAANet |  | 6.86 383 | 3.28 546 | 11.09 471 | 7.63 528 | 4.95 544 | 6.16 334 | 1.63 247 | 20.54 450 | 15.45 391 | 15.30 429 | 14.52 350 | 12.98 423 | 4.35 247 | 13.53 466 | 3.98 327 | 0.11 297 | 0.35 311 | 0.00 1 | 0.29 493 | 0.58 473 | 0.48 139 |
|
| CHEStereo |  | 2.63 124 | 1.72 271 | 6.47 230 | 3.23 118 | 1.84 304 | 5.56 286 | 1.64 249 | 7.18 119 | 2.20 35 | 2.64 140 | 6.02 224 | 2.24 149 | 4.38 254 | 4.14 66 | 1.59 136 | 0.01 10 | 0.74 429 | 0.01 278 | 0.24 443 | 0.15 224 | 0.64 175 |
|
| SCV |  | 3.72 215 | 1.81 296 | 7.24 277 | 5.65 359 | 1.66 271 | 4.31 159 | 1.64 249 | 12.11 268 | 6.98 234 | 2.28 117 | 4.94 185 | 6.07 269 | 2.70 178 | 10.28 296 | 2.30 202 | 0.09 270 | 0.98 508 | 0.00 1 | 0.53 600 | 0.55 464 | 2.27 575 |
|
| CRE-IMP |  | 5.83 324 | 1.86 312 | 11.10 472 | 6.20 412 | 0.51 60 | 6.86 368 | 1.64 249 | 12.56 273 | 9.01 293 | 13.16 386 | 16.11 372 | 10.94 375 | 6.14 355 | 12.81 427 | 6.46 440 | 0.50 499 | 0.07 166 | 0.10 451 | 0.00 1 | 0.27 307 | 0.27 74 |
|
| GEAR-Net |  | 3.46 198 | 1.36 183 | 6.58 240 | 6.41 433 | 1.44 220 | 4.50 177 | 1.65 252 | 11.20 249 | 5.34 185 | 3.00 165 | 6.40 230 | 4.30 218 | 4.36 248 | 5.64 116 | 3.54 306 | 0.05 154 | 0.81 449 | 0.00 1 | 0.15 361 | 0.32 334 | 2.10 550 |
|
| ManiGeoR |   | 5.60 306 | 2.38 470 | 10.23 423 | 3.66 174 | 3.17 429 | 6.64 361 | 1.65 252 | 19.57 436 | 10.50 319 | 7.20 290 | 14.65 352 | 6.46 285 | 4.96 297 | 13.05 444 | 7.21 451 | 0.09 270 | 0.00 1 | 0.05 381 | 0.00 1 | 0.23 273 | 0.25 70 |
|
| HLf10 |  | 5.60 306 | 2.38 470 | 10.23 423 | 3.66 174 | 3.17 429 | 6.64 361 | 1.65 252 | 19.57 436 | 10.50 319 | 7.20 290 | 14.65 352 | 6.46 285 | 4.96 297 | 13.05 444 | 7.21 451 | 0.09 270 | 0.00 1 | 0.05 381 | 0.00 1 | 0.23 273 | 0.25 70 |
|
| DF |  | 3.81 223 | 1.42 195 | 7.60 300 | 4.89 291 | 1.40 216 | 4.85 219 | 1.65 252 | 8.59 171 | 5.11 180 | 4.46 218 | 9.51 279 | 10.18 364 | 1.47 111 | 10.09 288 | 3.22 286 | 0.03 91 | 0.92 488 | 0.00 1 | 0.32 515 | 0.07 112 | 0.50 145 |
|
| ff7 |  | 3.92 230 | 2.12 394 | 7.30 281 | 4.22 234 | 1.47 227 | 4.90 227 | 1.65 252 | 14.40 322 | 5.82 201 | 5.08 244 | 5.59 210 | 3.45 189 | 4.61 272 | 11.48 349 | 2.76 250 | 0.04 114 | 0.98 508 | 0.00 1 | 0.17 377 | 0.35 355 | 1.98 509 |
|
| IGEVStereo-DCA |  | 3.90 229 | 2.95 522 | 7.30 281 | 4.05 209 | 0.92 130 | 4.94 236 | 1.65 252 | 14.40 322 | 5.82 201 | 4.17 207 | 4.67 169 | 4.50 227 | 3.95 229 | 11.24 333 | 4.28 348 | 0.18 362 | 0.56 377 | 0.00 1 | 0.17 377 | 0.25 284 | 1.98 509 |
|
| ffff |  | 3.92 230 | 2.12 394 | 7.30 281 | 4.22 234 | 1.47 227 | 4.90 227 | 1.65 252 | 14.40 322 | 5.82 201 | 5.08 244 | 5.59 210 | 3.45 189 | 4.61 272 | 11.48 349 | 2.76 250 | 0.04 114 | 0.98 508 | 0.00 1 | 0.17 377 | 0.35 355 | 1.98 509 |
|
| 11t |  | 3.92 230 | 2.12 394 | 7.30 281 | 4.22 234 | 1.47 227 | 4.90 227 | 1.65 252 | 14.40 322 | 5.82 201 | 5.08 244 | 5.59 210 | 3.45 189 | 4.61 272 | 11.48 349 | 2.76 250 | 0.04 114 | 0.98 508 | 0.00 1 | 0.17 377 | 0.35 355 | 1.98 509 |
|
| ccc-4 |  | 3.92 230 | 2.12 394 | 7.30 281 | 4.22 234 | 1.47 227 | 4.90 227 | 1.65 252 | 14.40 322 | 5.82 201 | 5.08 244 | 5.59 210 | 3.45 189 | 4.61 272 | 11.48 349 | 2.76 250 | 0.04 114 | 0.98 508 | 0.00 1 | 0.17 377 | 0.35 355 | 1.98 509 |
|
| IGEV++ |  | 3.49 205 | 1.67 255 | 6.59 241 | 6.41 433 | 1.44 220 | 4.50 177 | 1.66 261 | 11.20 249 | 5.34 185 | 3.01 167 | 6.40 230 | 4.30 218 | 4.36 248 | 5.66 119 | 3.53 305 | 0.05 154 | 1.20 611 | 0.00 1 | 0.15 361 | 0.32 334 | 2.10 550 |
|
| GCAP-Stereo-DPT-36K |  | 4.37 262 | 10.45 674 | 29.52 677 | 2.66 42 | 3.97 478 | 3.78 124 | 1.67 262 | 8.97 183 | 3.97 143 | 2.67 143 | 4.87 177 | 2.88 174 | 2.63 176 | 4.68 84 | 0.96 41 | 0.06 194 | 0.14 231 | 0.00 1 | 0.54 603 | 0.50 447 | 2.38 590 |
|
| FCBStereo |  | 2.65 126 | 1.89 321 | 7.06 262 | 3.33 134 | 2.10 330 | 5.72 296 | 1.68 263 | 8.13 151 | 1.82 16 | 2.01 99 | 4.36 154 | 2.64 166 | 5.98 347 | 3.22 27 | 0.98 42 | 0.02 48 | 1.02 548 | 0.00 1 | 0.00 1 | 0.09 150 | 0.97 285 |
|
| PSGStereo |  | 2.65 126 | 1.89 321 | 7.05 261 | 3.33 134 | 2.10 330 | 5.72 296 | 1.68 263 | 8.13 151 | 1.82 16 | 2.01 99 | 4.36 154 | 2.64 166 | 5.98 347 | 3.22 27 | 0.98 42 | 0.02 48 | 1.02 548 | 0.00 1 | 0.00 1 | 0.09 150 | 0.97 285 |
|
| anonymousdsp |  | 3.97 234 | 2.10 386 | 6.76 250 | 4.43 257 | 1.82 301 | 4.92 232 | 1.68 263 | 14.84 337 | 5.82 201 | 5.26 251 | 5.54 208 | 4.20 214 | 4.37 253 | 11.54 359 | 2.68 243 | 0.04 114 | 0.87 472 | 0.00 1 | 0.18 391 | 0.36 367 | 1.98 509 |
|
| DCANet-4 |  | 6.78 379 | 1.21 137 | 11.48 480 | 3.95 200 | 0.76 101 | 4.73 206 | 1.68 263 | 18.40 411 | 25.78 538 | 15.44 432 | 20.36 432 | 6.42 284 | 8.48 426 | 8.87 228 | 6.24 428 | 0.18 362 | 0.05 122 | 0.01 278 | 0.00 1 | 0.10 160 | 1.37 385 |
|
| fff |  | 7.26 404 | 1.99 350 | 9.12 361 | 4.17 224 | 0.47 54 | 4.73 206 | 1.68 263 | 16.56 372 | 33.55 609 | 15.45 433 | 20.36 432 | 7.49 310 | 12.54 510 | 9.03 236 | 6.26 429 | 0.18 362 | 0.05 122 | 0.01 278 | 0.00 1 | 0.10 160 | 1.37 385 |
|
| IGEV-Stereo |   | 3.97 234 | 2.10 386 | 6.78 252 | 4.43 257 | 1.81 298 | 4.92 232 | 1.68 263 | 14.84 337 | 5.82 201 | 5.25 250 | 5.54 208 | 4.22 216 | 4.36 248 | 11.55 360 | 2.68 243 | 0.04 114 | 0.88 475 | 0.00 1 | 0.18 391 | 0.36 367 | 1.98 509 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| PFNet+ |  | 6.92 387 | 1.64 249 | 10.96 465 | 6.27 419 | 0.90 128 | 5.66 292 | 1.68 263 | 14.43 328 | 16.02 403 | 18.13 510 | 21.24 445 | 14.33 444 | 5.97 346 | 13.13 450 | 5.51 400 | 0.90 585 | 0.20 253 | 0.11 472 | 0.30 505 | 0.08 133 | 0.94 271 |
|
| TRStereo |  | 6.64 373 | 6.95 634 | 12.06 506 | 9.69 598 | 7.59 656 | 5.12 247 | 1.68 263 | 20.72 452 | 12.34 344 | 10.93 345 | 9.07 268 | 10.57 371 | 3.16 198 | 14.33 488 | 4.23 345 | 0.60 528 | 0.80 448 | 0.14 493 | 0.37 547 | 0.56 468 | 1.86 479 |
|
| csc |  | 7.26 404 | 1.99 350 | 9.12 361 | 4.17 224 | 0.47 54 | 4.73 206 | 1.68 263 | 16.56 372 | 33.55 609 | 15.45 433 | 20.36 432 | 7.49 310 | 12.54 510 | 9.03 236 | 6.26 429 | 0.18 362 | 0.05 122 | 0.01 278 | 0.00 1 | 0.10 160 | 1.37 385 |
|
| cscssc |  | 7.26 404 | 1.99 350 | 9.12 361 | 4.17 224 | 0.47 54 | 4.73 206 | 1.68 263 | 16.56 372 | 33.55 609 | 15.45 433 | 20.36 432 | 7.49 310 | 12.54 510 | 9.03 236 | 6.26 429 | 0.18 362 | 0.05 122 | 0.01 278 | 0.00 1 | 0.10 160 | 1.37 385 |
|
| GGDA |   | 5.40 297 | 2.03 363 | 7.08 265 | 3.82 189 | 1.46 226 | 5.60 289 | 1.69 273 | 13.83 313 | 14.46 379 | 10.64 339 | 16.25 375 | 7.19 300 | 5.29 313 | 12.09 384 | 5.44 396 | 0.22 393 | 0.10 202 | 0.01 278 | 0.01 157 | 0.20 260 | 0.50 145 |
|
| GCAP-Stereo-DPT26K |  | 2.56 117 | 1.49 218 | 7.83 311 | 3.20 112 | 1.05 154 | 2.74 63 | 1.69 273 | 9.18 196 | 2.53 47 | 2.70 147 | 3.59 125 | 1.73 113 | 3.06 193 | 5.53 112 | 1.66 143 | 0.15 338 | 0.99 524 | 0.00 1 | 0.26 464 | 0.14 208 | 1.59 434 |
|
| ATMStereo |  | 2.60 122 | 1.03 86 | 9.85 404 | 4.64 270 | 0.69 88 | 4.48 176 | 1.69 273 | 9.07 187 | 3.43 117 | 3.00 165 | 1.50 63 | 1.74 115 | 4.48 263 | 3.49 37 | 1.56 131 | 0.02 48 | 0.24 273 | 0.08 427 | 0.01 157 | 0.14 208 | 0.81 221 |
|
| GCAP-Stereo-cres-4k |  | 3.00 156 | 1.28 159 | 6.32 212 | 5.04 306 | 2.94 413 | 9.00 413 | 1.69 273 | 8.10 150 | 4.63 165 | 2.27 116 | 5.15 194 | 2.30 152 | 5.01 301 | 3.99 61 | 1.47 126 | 0.01 10 | 0.13 223 | 0.00 1 | 0.02 204 | 0.09 150 | 0.61 171 |
|
| fffy |  | 3.69 213 | 1.76 281 | 7.01 259 | 4.25 245 | 1.49 238 | 4.74 210 | 1.69 273 | 10.96 243 | 7.10 235 | 2.90 161 | 6.29 227 | 6.27 280 | 3.10 195 | 10.41 300 | 2.09 187 | 0.01 10 | 1.02 548 | 0.00 1 | 0.00 1 | 0.37 373 | 2.28 577 |
|
| Weightmod |  | 5.17 292 | 2.31 452 | 6.23 202 | 3.37 141 | 3.35 438 | 10.91 448 | 1.70 278 | 12.43 271 | 10.24 315 | 8.53 307 | 10.63 302 | 9.35 348 | 6.37 364 | 10.26 295 | 4.06 333 | 1.40 639 | 0.29 293 | 0.06 398 | 0.03 222 | 0.66 507 | 1.29 372 |
|
| ACMStereo |  | 3.20 174 | 1.28 159 | 9.69 397 | 4.19 231 | 0.51 60 | 4.33 162 | 1.70 278 | 11.13 248 | 10.33 317 | 3.19 173 | 4.96 186 | 0.65 46 | 6.56 372 | 2.82 14 | 1.61 140 | 0.04 114 | 0.03 77 | 0.01 278 | 0.00 1 | 0.10 160 | 0.90 248 |
|
| GCAP-Stereo-DPT-FT |  | 3.65 211 | 5.31 607 | 22.09 651 | 3.99 204 | 3.89 472 | 3.15 84 | 1.70 278 | 9.35 198 | 3.52 121 | 2.46 129 | 3.75 130 | 3.71 200 | 3.55 215 | 3.48 36 | 1.68 144 | 0.07 228 | 0.13 223 | 0.01 278 | 0.12 332 | 0.13 205 | 0.97 285 |
|
| VIP-Stereo |  | 3.44 196 | 1.88 318 | 6.40 222 | 3.40 146 | 4.56 524 | 14.56 515 | 1.70 278 | 6.48 75 | 4.46 161 | 2.19 109 | 5.59 210 | 2.42 155 | 1.80 135 | 9.75 275 | 2.11 191 | 0.01 10 | 0.98 508 | 0.00 1 | 0.01 157 | 0.09 150 | 0.49 142 |
|
| KABStereo |  | 3.21 176 | 1.53 228 | 6.45 227 | 3.94 199 | 0.69 88 | 5.83 307 | 1.71 282 | 10.38 226 | 6.24 219 | 2.24 114 | 4.04 146 | 1.31 89 | 6.63 378 | 10.15 292 | 1.87 158 | 0.01 10 | 0.17 242 | 0.00 1 | 0.00 1 | 0.12 189 | 0.90 248 |
|
| AIO-Stereo |   | 3.32 182 | 1.49 218 | 5.67 166 | 5.06 307 | 1.51 244 | 4.67 198 | 1.71 282 | 10.31 223 | 5.90 212 | 3.02 168 | 4.90 183 | 5.32 249 | 0.80 59 | 10.66 303 | 1.88 160 | 0.06 194 | 0.85 468 | 0.00 1 | 0.70 621 | 0.14 208 | 1.78 462 |
|
| AIO-test1 |  | 6.69 375 | 2.11 390 | 7.06 262 | 10.57 627 | 6.38 632 | 8.85 411 | 1.73 284 | 22.56 481 | 20.92 472 | 7.01 282 | 17.67 390 | 8.06 327 | 4.87 290 | 10.79 310 | 3.39 296 | 0.17 351 | 0.09 189 | 0.00 1 | 0.34 531 | 0.35 355 | 0.86 233 |
|
| MC-Stereo |  | 4.47 267 | 1.16 119 | 5.85 172 | 6.14 406 | 1.43 219 | 3.70 119 | 1.73 284 | 10.62 231 | 7.83 259 | 6.85 280 | 13.33 341 | 6.77 292 | 6.21 356 | 11.23 332 | 2.52 227 | 0.04 114 | 1.30 628 | 0.06 398 | 0.24 443 | 0.17 241 | 2.14 558 |
|
| ADStereo(finetuned) |  | 7.09 397 | 2.04 366 | 11.52 483 | 4.01 205 | 0.77 105 | 4.78 214 | 1.73 284 | 16.15 360 | 25.08 524 | 15.89 449 | 20.74 441 | 7.88 322 | 13.56 533 | 9.11 243 | 6.07 418 | 0.18 362 | 0.05 122 | 0.00 1 | 0.00 1 | 0.28 313 | 1.93 494 |
|
| CR7Stereo |  | 2.69 133 | 1.84 308 | 10.17 416 | 3.20 112 | 2.52 373 | 5.34 266 | 1.74 287 | 7.56 133 | 2.32 39 | 1.41 48 | 4.84 175 | 1.12 76 | 5.42 318 | 2.71 13 | 1.34 95 | 0.07 228 | 0.66 407 | 0.02 323 | 0.04 244 | 0.08 133 | 1.48 417 |
|
| KMOStereo |  | 3.41 193 | 1.67 255 | 7.04 260 | 4.37 253 | 2.94 413 | 10.02 424 | 1.74 287 | 8.16 153 | 3.19 95 | 2.14 105 | 5.19 196 | 2.32 153 | 7.49 401 | 9.44 264 | 1.43 122 | 0.02 48 | 0.08 178 | 0.00 1 | 0.01 157 | 0.08 133 | 0.92 255 |
|
| WCG-NET |  | 4.15 248 | 1.44 205 | 6.47 230 | 3.48 158 | 0.31 17 | 4.36 167 | 1.74 287 | 8.24 154 | 15.53 395 | 8.94 320 | 9.64 280 | 6.87 294 | 4.12 239 | 7.42 171 | 2.86 262 | 0.02 48 | 1.09 569 | 0.00 1 | 0.00 1 | 0.21 263 | 0.28 76 |
|
| DCANet |  | 6.87 384 | 2.02 361 | 9.12 361 | 4.03 208 | 0.76 101 | 4.77 212 | 1.74 287 | 16.15 360 | 25.07 523 | 15.88 448 | 20.79 442 | 7.89 323 | 11.31 482 | 9.23 250 | 6.15 422 | 0.18 362 | 0.05 122 | 0.00 1 | 0.00 1 | 0.28 313 | 2.01 527 |
|
| AnonStereo |  | 5.03 287 | 1.50 221 | 7.59 299 | 5.03 305 | 3.60 453 | 4.66 195 | 1.75 291 | 16.60 375 | 10.25 316 | 8.54 308 | 6.06 225 | 12.06 399 | 4.89 292 | 10.99 317 | 2.48 224 | 0.04 114 | 1.38 646 | 0.04 368 | 0.15 361 | 0.95 559 | 2.13 557 |
|
| MUNStereo |  | 2.54 114 | 1.71 263 | 9.46 386 | 3.43 149 | 0.78 108 | 4.40 169 | 1.75 291 | 7.14 118 | 3.11 80 | 2.02 101 | 4.61 167 | 1.55 101 | 4.60 268 | 2.61 11 | 1.30 94 | 0.00 1 | 1.07 564 | 0.00 1 | 0.29 493 | 0.11 180 | 0.91 253 |
|
| IGEV-RUCA |  | 3.15 171 | 1.28 159 | 5.12 139 | 5.23 326 | 2.34 362 | 6.02 320 | 1.75 291 | 7.71 142 | 5.31 184 | 2.77 154 | 4.98 187 | 4.01 209 | 2.39 167 | 10.02 284 | 1.73 147 | 0.17 351 | 0.26 281 | 0.21 530 | 0.29 493 | 0.74 525 | 0.58 167 |
|
| iGMRVC |  | 5.86 329 | 1.97 341 | 10.41 437 | 5.66 362 | 0.45 44 | 5.53 279 | 1.75 291 | 13.35 297 | 7.81 256 | 12.69 369 | 18.17 400 | 12.86 417 | 6.53 370 | 12.34 402 | 5.77 411 | 1.13 624 | 0.09 189 | 0.10 451 | 0.00 1 | 0.26 298 | 0.34 92 |
|
| RSM |  | 3.39 189 | 1.22 143 | 5.46 157 | 5.06 307 | 1.60 253 | 4.70 202 | 1.76 295 | 10.72 237 | 4.92 174 | 3.67 192 | 4.52 161 | 7.70 318 | 1.74 128 | 11.04 319 | 2.06 184 | 0.05 154 | 0.18 245 | 0.00 1 | 0.35 535 | 0.19 253 | 0.92 255 |
|
| BARStereo |  | 2.81 142 | 2.11 390 | 7.27 279 | 3.65 170 | 1.62 262 | 5.00 241 | 1.77 296 | 6.59 86 | 2.45 43 | 1.50 54 | 4.30 151 | 2.17 147 | 5.93 345 | 8.74 223 | 1.56 131 | 0.02 48 | 0.16 238 | 0.00 1 | 0.00 1 | 0.16 233 | 1.27 366 |
|
| DeepStereo_RVC |  | 5.95 337 | 1.88 318 | 10.44 442 | 5.76 381 | 0.60 71 | 5.45 270 | 1.78 297 | 12.93 277 | 8.02 264 | 14.07 409 | 14.98 359 | 12.40 404 | 10.05 458 | 12.02 378 | 7.35 454 | 0.61 530 | 0.10 202 | 0.12 477 | 0.00 1 | 0.21 263 | 0.29 79 |
|
| EE1 |  | 4.36 261 | 1.16 119 | 6.81 253 | 4.40 254 | 2.79 399 | 4.82 217 | 1.79 298 | 14.03 315 | 7.14 236 | 6.56 276 | 6.54 235 | 8.63 337 | 5.33 315 | 11.04 319 | 2.33 205 | 0.04 114 | 1.23 623 | 0.01 278 | 0.07 290 | 0.41 399 | 1.98 509 |
|
| AIO_rvc |  | 3.33 184 | 1.66 253 | 6.67 245 | 4.55 261 | 3.62 454 | 5.18 251 | 1.79 298 | 8.85 180 | 5.06 179 | 2.17 107 | 4.89 181 | 4.69 231 | 1.16 86 | 10.57 301 | 2.01 176 | 0.59 524 | 1.10 577 | 0.00 1 | 0.04 244 | 0.16 233 | 1.84 472 |
|
| 4D-IteraStereo |  | 5.47 302 | 2.05 372 | 8.66 340 | 5.34 335 | 4.93 542 | 6.11 324 | 1.79 298 | 13.74 310 | 16.35 412 | 14.53 415 | 11.10 314 | 8.22 329 | 1.59 115 | 8.73 222 | 3.37 294 | 0.00 1 | 0.49 352 | 0.09 438 | 0.02 204 | 0.25 284 | 1.98 509 |
|
| test_4 |  | 5.75 316 | 1.40 192 | 6.47 230 | 7.20 509 | 0.89 126 | 5.81 306 | 1.82 301 | 12.26 270 | 6.62 230 | 12.85 378 | 30.51 566 | 7.61 315 | 3.81 224 | 12.70 424 | 3.47 300 | 0.02 48 | 0.27 284 | 0.03 348 | 0.17 377 | 0.39 390 | 0.67 182 |
|
| raftrobust |  | 5.94 335 | 2.07 379 | 6.94 257 | 7.67 531 | 6.24 624 | 4.96 238 | 1.82 301 | 17.76 399 | 14.36 378 | 12.03 356 | 11.62 321 | 7.74 320 | 9.01 439 | 11.29 337 | 3.71 314 | 0.05 154 | 0.79 445 | 0.00 1 | 0.04 244 | 0.25 284 | 0.38 109 |
|
| RMAStereo |  | 3.05 161 | 1.69 260 | 11.03 468 | 4.59 267 | 0.93 137 | 8.16 403 | 1.83 303 | 8.82 178 | 2.73 57 | 3.10 172 | 3.11 114 | 2.74 172 | 5.35 317 | 3.49 37 | 1.80 150 | 0.01 10 | 0.47 347 | 0.05 381 | 0.07 290 | 0.14 208 | 0.88 240 |
|
| HLf8 |  | 5.68 310 | 2.39 474 | 9.26 374 | 3.74 181 | 2.89 407 | 7.62 389 | 1.84 304 | 18.29 406 | 17.19 428 | 8.51 306 | 13.97 347 | 6.14 273 | 3.70 218 | 12.49 415 | 4.77 372 | 0.08 255 | 0.01 21 | 0.01 278 | 0.00 1 | 0.21 263 | 0.45 130 |
|
| xyz-stereo-finetune2 |  | 5.88 330 | 2.14 405 | 6.76 250 | 2.96 84 | 0.36 33 | 14.90 519 | 1.85 305 | 11.54 261 | 5.89 210 | 11.35 350 | 18.02 393 | 7.27 305 | 9.34 446 | 15.17 517 | 9.04 491 | 0.06 194 | 0.02 57 | 0.08 427 | 0.15 361 | 0.28 313 | 0.32 86 |
|
| SMoEStereo_RVC |  | 3.08 164 | 1.77 284 | 5.88 173 | 4.29 247 | 0.76 101 | 6.25 338 | 1.85 305 | 8.81 177 | 4.44 159 | 4.08 205 | 3.85 137 | 2.76 173 | 2.21 150 | 11.07 321 | 2.28 201 | 0.01 10 | 0.13 223 | 0.03 348 | 0.00 1 | 0.35 355 | 0.83 227 |
|
| OMP-Stereo |  | 7.13 401 | 2.89 516 | 9.89 405 | 10.98 641 | 1.73 286 | 4.81 216 | 1.85 305 | 18.38 410 | 16.26 407 | 16.94 476 | 14.11 348 | 17.45 502 | 7.57 404 | 13.26 458 | 5.12 384 | 0.43 476 | 0.04 96 | 0.06 398 | 0.02 204 | 0.20 260 | 0.56 157 |
|
| StereoVision |  | 7.48 414 | 2.90 519 | 10.47 444 | 10.13 608 | 3.93 475 | 4.99 240 | 1.86 308 | 21.10 463 | 17.66 430 | 8.90 317 | 29.71 555 | 10.95 376 | 6.61 376 | 12.83 429 | 5.11 382 | 0.69 549 | 0.05 122 | 0.17 511 | 0.03 222 | 0.98 561 | 0.56 157 |
|
| WQFJX |  | 4.98 285 | 1.47 208 | 5.90 177 | 3.54 163 | 5.81 598 | 13.76 499 | 1.87 309 | 12.60 275 | 10.77 324 | 6.11 268 | 5.62 215 | 5.65 260 | 5.86 343 | 12.29 397 | 6.99 447 | 0.04 114 | 0.10 202 | 0.00 1 | 0.00 1 | 0.14 208 | 1.15 340 |
|
| SST-Stereo |  | 6.85 381 | 1.67 255 | 9.39 380 | 7.24 511 | 0.82 115 | 5.89 310 | 1.87 309 | 15.34 344 | 9.89 309 | 19.25 535 | 20.26 430 | 16.63 485 | 8.40 424 | 13.81 479 | 5.75 409 | 0.40 464 | 0.05 122 | 0.13 485 | 0.00 1 | 0.10 160 | 0.08 32 |
|
| small-0shot |  | 1.42 18 | 1.00 76 | 3.74 49 | 1.93 7 | 0.92 130 | 1.38 17 | 1.88 311 | 3.50 14 | 1.87 20 | 1.38 45 | 4.25 150 | 1.62 106 | 0.34 15 | 3.49 37 | 0.90 33 | 0.04 114 | 0.01 21 | 0.00 1 | 0.00 1 | 0.02 6 | 0.05 23 |
|
| DA |  | 4.31 258 | 1.05 87 | 5.88 173 | 5.93 394 | 1.67 272 | 16.29 557 | 1.88 311 | 10.25 220 | 8.13 269 | 4.63 225 | 7.82 255 | 6.18 275 | 4.91 293 | 4.78 86 | 3.04 271 | 0.17 351 | 1.18 600 | 0.00 1 | 0.00 1 | 0.08 133 | 2.28 577 |
|
| GGEV |  | 4.31 258 | 1.05 87 | 5.88 173 | 5.93 394 | 1.67 272 | 16.29 557 | 1.88 311 | 10.25 220 | 8.13 269 | 4.63 225 | 7.82 255 | 6.18 275 | 4.91 293 | 4.78 86 | 3.04 271 | 0.17 351 | 1.18 600 | 0.00 1 | 0.00 1 | 0.08 133 | 2.28 577 |
|
| rvit_stereo_0081_aga |  | 4.01 238 | 3.10 535 | 10.05 411 | 5.65 359 | 3.01 419 | 4.91 231 | 1.88 311 | 8.80 176 | 7.27 239 | 6.97 281 | 6.94 238 | 5.81 266 | 3.23 200 | 7.63 182 | 3.77 318 | 0.08 255 | 0.00 1 | 0.00 1 | 0.00 1 | 0.62 492 | 0.44 127 |
|
| castereo++ |  | 3.76 221 | 1.79 289 | 5.06 132 | 4.09 216 | 2.65 384 | 16.30 559 | 1.89 315 | 8.46 164 | 9.15 297 | 2.53 132 | 4.66 168 | 5.04 240 | 2.00 141 | 9.08 241 | 1.04 54 | 0.02 48 | 0.59 392 | 0.00 1 | 0.34 531 | 0.08 133 | 0.50 145 |
|
| Any-RAFT |  | 6.28 356 | 1.42 195 | 4.91 120 | 5.00 302 | 1.25 193 | 10.18 427 | 1.90 316 | 22.68 482 | 15.87 398 | 12.12 357 | 19.23 414 | 13.69 437 | 4.65 279 | 9.35 257 | 2.36 213 | 0.06 194 | 0.57 383 | 0.00 1 | 0.00 1 | 0.05 82 | 0.35 94 |
|
| PSM-adaLoss |  | 5.83 324 | 1.97 341 | 10.44 442 | 5.66 362 | 0.46 50 | 5.54 282 | 1.91 317 | 13.24 289 | 7.80 255 | 12.69 369 | 18.19 402 | 12.80 413 | 6.65 387 | 11.89 373 | 5.45 397 | 1.02 609 | 0.09 189 | 0.10 451 | 0.00 1 | 0.26 298 | 0.36 100 |
|
| TOTStereo |  | 2.81 142 | 1.78 286 | 7.32 286 | 3.89 195 | 0.79 111 | 4.34 163 | 1.93 318 | 9.22 197 | 5.40 188 | 2.21 112 | 4.89 181 | 1.55 101 | 4.87 290 | 4.13 64 | 1.48 127 | 0.01 10 | 1.07 564 | 0.01 278 | 0.04 244 | 0.14 208 | 1.22 357 |
|
| UDGNet |  | 10.51 528 | 14.75 708 | 11.91 501 | 10.29 615 | 2.78 398 | 7.93 398 | 1.94 319 | 19.31 431 | 34.57 623 | 17.74 496 | 13.70 345 | 13.56 436 | 7.30 399 | 13.52 465 | 7.18 450 | 5.80 711 | 0.11 212 | 12.86 740 | 2.76 696 | 9.87 712 | 2.34 584 |
|
| WCG-NET(raft) |  | 4.87 279 | 1.67 255 | 6.84 254 | 3.49 159 | 0.31 17 | 4.96 238 | 1.95 320 | 11.08 247 | 15.49 394 | 8.82 314 | 11.46 319 | 9.50 353 | 4.96 297 | 11.32 339 | 3.26 289 | 0.09 270 | 1.41 652 | 0.00 1 | 0.03 222 | 0.23 273 | 0.54 152 |
|
| ROB_FTStereo_v2 |  | 5.85 326 | 1.97 341 | 10.38 434 | 5.66 362 | 0.46 50 | 5.52 275 | 1.95 320 | 13.24 289 | 7.78 250 | 12.68 368 | 18.16 398 | 12.83 414 | 6.61 376 | 12.27 394 | 5.63 405 | 1.00 605 | 0.09 189 | 0.10 451 | 0.00 1 | 0.26 298 | 0.36 100 |
|
| PSM-softLoss |  | 6.90 385 | 1.81 296 | 10.84 458 | 7.04 491 | 0.93 137 | 5.53 279 | 1.97 322 | 23.18 489 | 9.65 305 | 14.16 410 | 22.01 468 | 12.84 415 | 5.15 307 | 13.03 439 | 7.95 466 | 0.76 558 | 0.06 151 | 0.27 551 | 0.55 607 | 0.21 263 | 0.14 49 |
|
| KMStereo |  | 6.90 385 | 1.81 296 | 10.84 458 | 7.04 491 | 0.93 137 | 5.53 279 | 1.97 322 | 23.18 489 | 9.65 305 | 14.16 410 | 22.01 468 | 12.84 415 | 5.15 307 | 13.03 439 | 7.95 466 | 0.76 558 | 0.06 151 | 0.27 551 | 0.55 607 | 0.21 263 | 0.14 49 |
|
| TestStereo_HL2 |  | 5.71 314 | 2.13 401 | 7.35 289 | 3.79 186 | 2.05 325 | 5.75 302 | 1.99 324 | 13.66 308 | 14.02 373 | 11.79 354 | 20.13 428 | 7.30 306 | 5.48 323 | 12.45 410 | 5.65 406 | 0.19 375 | 0.09 189 | 0.00 1 | 0.01 157 | 0.17 241 | 0.28 76 |
|
| tt45 |  | 3.47 202 | 1.65 250 | 5.29 148 | 4.20 232 | 1.93 313 | 8.00 400 | 1.99 324 | 9.99 218 | 4.05 148 | 5.83 263 | 4.57 165 | 4.57 230 | 2.37 166 | 11.40 344 | 2.38 217 | 0.01 10 | 0.14 231 | 0.00 1 | 0.01 157 | 0.40 395 | 0.69 191 |
|
| RAFT-IKP |  | 5.85 326 | 1.97 341 | 10.36 431 | 5.66 362 | 0.45 44 | 5.33 265 | 2.01 326 | 13.27 293 | 7.79 251 | 12.69 369 | 18.19 402 | 12.77 412 | 6.67 388 | 12.36 405 | 5.60 402 | 1.11 621 | 0.09 189 | 0.10 451 | 0.00 1 | 0.25 284 | 0.35 94 |
|
| AIO-Stereo-zeroshot1 |   | 8.37 448 | 4.16 580 | 20.63 638 | 5.82 386 | 11.79 711 | 6.40 349 | 2.02 327 | 20.82 458 | 8.03 265 | 14.52 414 | 21.38 449 | 17.44 501 | 5.83 342 | 14.43 495 | 5.13 385 | 0.06 194 | 1.00 532 | 0.05 381 | 1.81 681 | 2.44 630 | 3.62 643 |
|
| Selective-IGEV-i32 |  | 3.46 198 | 1.32 175 | 5.92 180 | 4.55 261 | 2.25 351 | 4.64 190 | 2.07 328 | 11.51 259 | 5.80 199 | 3.20 176 | 4.75 171 | 5.45 255 | 1.78 131 | 11.24 333 | 2.37 214 | 0.05 154 | 0.82 456 | 0.00 1 | 0.20 408 | 0.10 160 | 1.17 347 |
|
| Selective-IGEV |  | 3.46 198 | 1.32 175 | 5.92 180 | 4.55 261 | 2.27 353 | 4.65 194 | 2.07 328 | 11.50 258 | 5.81 200 | 3.19 173 | 4.75 171 | 5.46 257 | 1.77 130 | 11.24 333 | 2.37 214 | 0.05 154 | 0.82 456 | 0.00 1 | 0.20 408 | 0.10 160 | 1.17 347 |
|
| HUF |  | 3.37 187 | 1.82 304 | 7.11 272 | 3.74 181 | 1.68 274 | 5.10 246 | 2.12 330 | 10.44 227 | 5.26 183 | 2.44 126 | 4.54 162 | 5.45 255 | 2.61 175 | 7.44 172 | 2.03 179 | 0.91 587 | 2.05 689 | 0.09 438 | 0.00 1 | 0.19 253 | 2.46 596 |
|
| 999 |  | 3.74 218 | 1.55 231 | 5.72 168 | 5.15 320 | 2.42 366 | 7.40 382 | 2.13 331 | 10.76 238 | 7.33 242 | 3.20 176 | 5.04 189 | 5.01 239 | 2.26 159 | 12.45 410 | 3.06 275 | 0.06 194 | 0.24 273 | 0.00 1 | 0.00 1 | 0.37 373 | 0.66 181 |
|
| GMOStereo |  | 6.33 357 | 2.04 366 | 8.28 328 | 5.68 370 | 1.20 180 | 6.11 324 | 2.14 332 | 11.20 249 | 13.15 357 | 18.66 516 | 21.83 456 | 17.35 497 | 6.64 383 | 7.09 159 | 2.78 257 | 0.02 48 | 1.42 654 | 0.13 485 | 0.00 1 | 0.53 453 | 0.37 104 |
|
| error version |  | 6.33 357 | 2.04 366 | 8.28 328 | 5.68 370 | 1.20 180 | 6.11 324 | 2.14 332 | 11.20 249 | 13.15 357 | 18.66 516 | 21.83 456 | 17.35 497 | 6.64 383 | 7.09 159 | 2.78 257 | 0.02 48 | 1.42 654 | 0.13 485 | 0.00 1 | 0.53 453 | 0.37 104 |
|
| test-v |  | 6.33 357 | 2.04 366 | 8.28 328 | 5.68 370 | 1.20 180 | 6.11 324 | 2.14 332 | 11.20 249 | 13.15 357 | 18.66 516 | 21.83 456 | 17.35 497 | 6.64 383 | 7.09 159 | 2.78 257 | 0.02 48 | 1.42 654 | 0.13 485 | 0.00 1 | 0.53 453 | 0.37 104 |
|
| test-2 |  | 6.33 357 | 2.04 366 | 8.28 328 | 5.68 370 | 1.20 180 | 6.11 324 | 2.14 332 | 11.20 249 | 13.15 357 | 18.66 516 | 21.83 456 | 17.35 497 | 6.64 383 | 7.09 159 | 2.78 257 | 0.02 48 | 1.42 654 | 0.13 485 | 0.00 1 | 0.53 453 | 0.37 104 |
|
| LLL |  | 2.67 129 | 1.14 116 | 5.25 143 | 3.45 152 | 1.60 253 | 3.38 102 | 2.17 336 | 8.03 149 | 3.14 82 | 2.57 136 | 1.57 68 | 3.47 195 | 1.21 91 | 10.90 315 | 2.05 182 | 0.02 48 | 1.14 591 | 0.00 1 | 0.31 511 | 0.08 133 | 1.87 481 |
|
| 2.5w |  | 2.47 107 | 0.97 70 | 5.69 167 | 3.45 152 | 1.92 311 | 3.19 88 | 2.18 337 | 6.67 89 | 2.91 74 | 2.14 105 | 5.66 218 | 0.25 4 | 1.97 140 | 7.82 186 | 1.43 122 | 0.18 362 | 1.07 564 | 0.00 1 | 0.30 505 | 0.03 34 | 1.46 410 |
|
| MM-Stereo_test2 |  | 4.38 263 | 1.62 240 | 7.85 313 | 5.85 390 | 1.12 164 | 7.07 373 | 2.18 337 | 15.22 342 | 8.69 287 | 7.23 292 | 5.26 201 | 4.83 235 | 3.75 220 | 10.87 313 | 2.40 219 | 0.03 91 | 1.04 559 | 0.00 1 | 0.14 351 | 0.41 399 | 2.02 528 |
|
| LL-Strereo2 |  | 5.97 338 | 2.88 515 | 10.62 448 | 6.59 449 | 3.38 442 | 6.31 341 | 2.20 339 | 15.61 349 | 8.46 281 | 11.33 349 | 10.75 308 | 15.69 470 | 3.45 207 | 13.58 470 | 4.65 365 | 0.16 344 | 0.48 349 | 1.33 657 | 0.13 337 | 0.36 367 | 1.42 402 |
|
| FENet |  | 8.22 446 | 1.39 188 | 7.33 287 | 6.43 438 | 2.17 346 | 10.97 450 | 2.20 339 | 22.10 475 | 21.26 473 | 17.85 500 | 23.22 481 | 14.29 442 | 11.50 485 | 13.56 469 | 8.32 475 | 0.29 425 | 0.24 273 | 0.03 348 | 0.03 222 | 0.18 249 | 1.04 309 |
|
| SA |  | 8.43 451 | 2.16 412 | 10.02 410 | 8.41 562 | 0.93 137 | 7.36 381 | 2.21 341 | 23.73 498 | 26.15 541 | 13.55 397 | 30.84 573 | 9.89 360 | 10.09 459 | 16.84 554 | 3.52 304 | 0.18 362 | 0.68 416 | 0.17 511 | 0.40 570 | 0.48 433 | 0.92 255 |
|
| 2.75w_new |  | 2.45 106 | 1.02 84 | 5.11 138 | 2.65 41 | 1.60 253 | 3.48 109 | 2.22 342 | 6.17 57 | 3.29 103 | 5.05 243 | 4.14 148 | 0.30 15 | 2.34 161 | 6.69 145 | 2.71 245 | 0.06 194 | 0.99 524 | 0.00 1 | 0.28 485 | 0.03 34 | 0.85 230 |
|
| 4.25_new |  | 2.28 91 | 1.01 77 | 4.72 104 | 3.33 134 | 2.74 389 | 4.30 156 | 2.29 343 | 6.42 67 | 3.33 104 | 2.35 119 | 3.76 131 | 0.26 5 | 2.35 162 | 4.64 79 | 1.40 109 | 0.63 536 | 0.99 524 | 0.00 1 | 0.26 464 | 0.03 34 | 0.74 208 |
|
| 4.5w_new |  | 2.28 91 | 1.01 77 | 4.72 104 | 3.33 134 | 2.74 389 | 4.30 156 | 2.29 343 | 6.42 67 | 3.33 104 | 2.35 119 | 3.76 131 | 0.26 5 | 2.35 162 | 4.64 79 | 1.40 109 | 0.63 536 | 0.99 524 | 0.00 1 | 0.26 464 | 0.03 34 | 0.74 208 |
|
| rvit_stereo_0081 |  | 4.20 250 | 2.18 419 | 9.43 383 | 6.66 460 | 1.77 294 | 3.43 105 | 2.29 343 | 8.53 167 | 16.32 410 | 4.68 228 | 5.52 206 | 5.21 245 | 4.60 268 | 8.22 208 | 4.20 341 | 0.05 154 | 0.01 21 | 0.00 1 | 0.01 157 | 0.41 399 | 0.49 142 |
|
| rvit_stereo_0082 |  | 4.20 250 | 2.18 419 | 9.43 383 | 6.66 460 | 1.77 294 | 3.43 105 | 2.29 343 | 8.53 167 | 16.32 410 | 4.68 228 | 5.52 206 | 5.21 245 | 4.60 268 | 8.22 208 | 4.20 341 | 0.05 154 | 0.01 21 | 0.00 1 | 0.01 157 | 0.41 399 | 0.49 142 |
|
| 4.25w-stereo |  | 2.28 91 | 1.01 77 | 4.72 104 | 3.33 134 | 2.74 389 | 4.31 159 | 2.30 347 | 6.42 67 | 3.33 104 | 2.35 119 | 3.76 131 | 0.26 5 | 2.35 162 | 4.64 79 | 1.40 109 | 0.63 536 | 0.99 524 | 0.00 1 | 0.26 464 | 0.03 34 | 0.74 208 |
|
| AIO_test |  | 3.09 165 | 1.33 179 | 5.84 170 | 4.60 268 | 3.35 438 | 5.26 258 | 2.32 348 | 9.12 194 | 5.01 177 | 1.93 91 | 4.76 173 | 4.23 217 | 1.35 101 | 7.85 191 | 1.18 72 | 0.92 589 | 1.03 557 | 0.00 1 | 0.29 493 | 0.07 112 | 1.30 374 |
|
| Patchmatch Stereo++ |  | 5.88 330 | 1.97 341 | 10.43 440 | 5.66 362 | 0.45 44 | 5.54 282 | 2.32 348 | 13.26 291 | 7.79 251 | 12.69 369 | 18.14 396 | 12.86 417 | 6.63 378 | 12.36 405 | 5.60 402 | 1.09 618 | 0.09 189 | 0.10 451 | 0.00 1 | 0.25 284 | 0.35 94 |
| Wenjia Ren, Qingmin Liao, Zhijing Shao, Xiangru Lin, Xin Yue, Yu Zhang, Zongqing Lu: Patchmatch Stereo++: Patchmatch Binocular Stereo with Continuous Disparity Optimization. ACM MM 2023 |
| iRAFT |  | 5.88 330 | 1.97 341 | 10.43 440 | 5.66 362 | 0.45 44 | 5.54 282 | 2.32 348 | 13.26 291 | 7.79 251 | 12.69 369 | 18.14 396 | 12.86 417 | 6.63 378 | 12.36 405 | 5.60 402 | 1.09 618 | 0.09 189 | 0.10 451 | 0.00 1 | 0.25 284 | 0.35 94 |
|
| model_zeroshot |  | 5.85 326 | 1.91 330 | 10.98 466 | 6.34 428 | 2.55 378 | 10.42 434 | 2.38 351 | 17.38 393 | 9.39 300 | 14.72 418 | 10.36 295 | 11.21 378 | 2.93 189 | 8.95 233 | 3.57 308 | 0.14 327 | 1.01 538 | 0.15 498 | 0.38 557 | 0.08 133 | 2.15 561 |
|
| Sa-1000 |  | 8.91 472 | 2.10 386 | 9.11 359 | 8.07 552 | 1.16 170 | 16.62 568 | 2.39 352 | 25.58 517 | 25.43 532 | 15.52 437 | 28.24 534 | 12.19 401 | 8.67 430 | 16.40 540 | 3.70 312 | 0.39 460 | 0.86 469 | 0.16 508 | 0.23 431 | 0.48 433 | 0.89 245 |
|
| TestStereo1 |  | 8.04 439 | 2.22 426 | 8.85 348 | 10.87 638 | 2.12 337 | 4.66 195 | 2.40 353 | 21.17 467 | 23.79 510 | 17.41 485 | 26.31 512 | 9.41 350 | 9.09 441 | 16.23 532 | 3.85 325 | 0.14 327 | 0.40 323 | 0.02 323 | 0.13 337 | 0.58 473 | 1.10 326 |
|
| SA-5K |  | 8.04 439 | 2.22 426 | 8.85 348 | 10.87 638 | 2.12 337 | 4.66 195 | 2.40 353 | 21.17 467 | 23.79 510 | 17.41 485 | 26.31 512 | 9.41 350 | 9.09 441 | 16.23 532 | 3.85 325 | 0.14 327 | 0.40 323 | 0.02 323 | 0.13 337 | 0.58 473 | 1.10 326 |
|
| FlowAnything_test |  | 3.40 190 | 1.63 244 | 7.17 273 | 8.89 579 | 1.37 213 | 8.59 406 | 2.43 355 | 8.27 155 | 4.69 166 | 4.28 209 | 2.68 98 | 3.47 195 | 0.74 52 | 6.21 133 | 5.48 398 | 0.11 297 | 0.04 96 | 0.17 511 | 0.65 617 | 0.17 241 | 0.91 253 |
|
| FAST (zero-shot) |  | 3.98 236 | 1.68 259 | 9.40 381 | 10.92 640 | 11.21 708 | 4.85 219 | 2.45 356 | 11.45 257 | 5.00 176 | 2.02 101 | 3.87 138 | 1.21 83 | 2.59 174 | 8.43 216 | 1.81 151 | 0.21 386 | 2.15 695 | 0.00 1 | 0.04 244 | 0.22 272 | 0.13 47 |
|
| rafts_anoy |  | 6.46 364 | 2.37 467 | 7.09 267 | 7.48 523 | 6.02 613 | 5.31 264 | 2.45 356 | 14.50 329 | 22.01 486 | 12.94 382 | 16.18 374 | 8.48 336 | 5.53 328 | 9.70 272 | 6.32 433 | 0.05 154 | 1.66 673 | 0.10 451 | 0.05 263 | 0.30 327 | 0.69 191 |
|
| gasm-f |  | 2.98 155 | 1.42 195 | 4.98 127 | 4.86 286 | 1.58 250 | 4.40 169 | 2.46 358 | 9.09 189 | 4.32 156 | 2.74 152 | 5.99 223 | 1.20 80 | 3.99 231 | 6.65 144 | 2.16 195 | 0.07 228 | 1.09 569 | 0.05 381 | 0.00 1 | 0.30 327 | 2.16 562 |
|
| TestStereo |  | 6.45 363 | 3.34 550 | 8.02 320 | 6.23 414 | 1.68 274 | 6.33 342 | 2.48 359 | 14.54 332 | 16.71 420 | 11.71 352 | 24.13 488 | 9.38 349 | 7.13 394 | 11.83 369 | 4.32 350 | 0.12 314 | 0.01 21 | 0.00 1 | 0.00 1 | 0.73 522 | 0.33 89 |
|
| HCRNet |  | 9.13 480 | 1.82 304 | 8.73 343 | 14.95 697 | 5.22 561 | 10.66 442 | 2.49 360 | 26.57 535 | 18.64 449 | 16.31 452 | 25.51 502 | 18.42 520 | 11.15 476 | 13.53 466 | 7.25 453 | 0.10 288 | 0.04 96 | 0.10 451 | 0.02 204 | 0.27 307 | 0.76 213 |
|
| Hybrid-DGEV-03 |  | 7.24 403 | 2.18 419 | 6.74 248 | 6.57 447 | 1.24 190 | 11.30 453 | 2.51 361 | 14.66 335 | 14.85 385 | 16.91 473 | 29.69 554 | 13.87 439 | 5.80 336 | 11.32 339 | 4.52 360 | 0.03 91 | 0.49 352 | 0.13 485 | 0.00 1 | 0.41 399 | 1.63 440 |
|
| NRIStereo |  | 5.98 341 | 1.91 330 | 9.60 393 | 6.29 424 | 0.45 44 | 6.56 359 | 2.52 362 | 15.37 345 | 11.43 334 | 12.55 363 | 15.07 361 | 11.45 379 | 6.11 353 | 12.32 399 | 6.23 427 | 0.83 573 | 0.16 238 | 0.11 472 | 0.00 1 | 0.32 334 | 0.33 89 |
|
| RSM++ |  | 3.35 186 | 1.29 165 | 5.82 169 | 5.16 321 | 1.00 148 | 4.93 234 | 2.54 363 | 10.70 236 | 5.17 181 | 3.45 186 | 4.81 174 | 6.63 289 | 1.86 139 | 10.23 293 | 2.06 184 | 0.05 154 | 0.06 151 | 0.01 278 | 0.18 391 | 0.19 253 | 0.95 276 |
|
| RAFT_CTSACE |  | 8.55 455 | 2.62 503 | 9.63 394 | 7.41 516 | 5.06 550 | 5.76 303 | 2.54 363 | 15.38 346 | 17.84 431 | 24.33 615 | 34.69 633 | 16.37 480 | 7.22 397 | 18.05 578 | 2.63 238 | 0.01 10 | 0.56 377 | 0.00 1 | 0.03 222 | 0.42 408 | 0.41 118 |
|
| ASMatch |  | 7.61 421 | 1.63 244 | 9.18 369 | 5.79 382 | 2.27 353 | 4.63 189 | 2.54 363 | 17.23 389 | 13.73 368 | 17.27 483 | 34.28 628 | 13.26 430 | 10.15 462 | 12.39 408 | 5.49 399 | 0.12 314 | 0.24 273 | 0.21 530 | 0.17 377 | 0.18 249 | 1.55 430 |
|
| 222 |  | 13.07 595 | 1.99 350 | 10.74 453 | 6.56 445 | 2.74 389 | 19.95 610 | 2.54 363 | 34.13 639 | 24.42 518 | 22.52 594 | 31.39 580 | 20.78 547 | 16.99 594 | 14.31 487 | 48.07 761 | 0.16 344 | 1.33 638 | 0.01 278 | 0.32 515 | 0.37 373 | 2.02 528 |
|
| GMStereo |   | 6.44 361 | 4.92 599 | 12.13 508 | 5.60 352 | 0.87 124 | 9.18 418 | 2.57 367 | 12.99 279 | 25.54 534 | 12.85 378 | 11.84 323 | 5.60 258 | 3.62 216 | 11.92 375 | 6.44 439 | 0.53 505 | 0.02 57 | 0.05 381 | 0.36 542 | 0.98 561 | 0.70 197 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| iRaft-Stereo_20w |  | 6.75 378 | 2.17 416 | 13.20 532 | 5.07 309 | 2.34 362 | 7.43 384 | 2.61 368 | 20.20 448 | 7.85 261 | 15.28 428 | 10.36 295 | 14.42 447 | 8.13 417 | 16.81 552 | 4.20 341 | 0.06 194 | 0.84 460 | 0.13 485 | 0.83 627 | 0.66 507 | 2.42 593 |
|
| iResNet_ROB |  | 12.41 577 | 3.19 539 | 12.39 515 | 6.63 455 | 3.72 457 | 16.98 578 | 2.64 369 | 32.29 615 | 38.58 654 | 26.93 646 | 33.73 618 | 26.24 608 | 17.40 602 | 17.36 564 | 8.95 488 | 0.33 436 | 0.01 21 | 0.00 1 | 0.00 1 | 0.40 395 | 0.35 94 |
|
| sCroCo_RVC |  | 5.29 293 | 3.82 571 | 17.52 603 | 11.17 647 | 6.67 637 | 5.78 305 | 2.66 370 | 10.47 228 | 8.48 282 | 3.78 195 | 9.32 277 | 4.76 233 | 4.83 288 | 8.33 214 | 4.88 377 | 1.17 630 | 0.52 363 | 0.06 398 | 0.03 222 | 0.70 515 | 0.90 248 |
|
| Weightmod_eth |  | 5.29 293 | 2.07 379 | 6.23 202 | 4.72 278 | 5.10 552 | 9.09 416 | 2.67 371 | 14.59 333 | 7.41 243 | 8.19 301 | 8.88 265 | 9.15 345 | 8.39 423 | 10.08 287 | 2.03 179 | 5.15 704 | 0.37 315 | 0.00 1 | 0.00 1 | 0.60 486 | 1.15 340 |
|
| 11t1 |  | 6.61 372 | 1.76 281 | 9.64 395 | 5.62 355 | 2.15 341 | 13.57 498 | 2.67 371 | 15.77 354 | 8.83 289 | 13.66 399 | 11.90 326 | 12.03 398 | 9.76 454 | 12.23 393 | 8.58 483 | 0.23 396 | 1.33 638 | 0.00 1 | 0.31 511 | 0.26 298 | 1.95 503 |
|
| HUI-Stereo |  | 5.80 320 | 1.98 348 | 10.42 438 | 5.66 362 | 0.45 44 | 5.52 275 | 2.68 373 | 13.29 295 | 7.82 257 | 12.71 375 | 18.16 398 | 12.91 422 | 6.60 374 | 10.73 308 | 5.36 391 | 0.89 583 | 0.08 178 | 0.10 451 | 0.00 1 | 0.25 284 | 0.36 100 |
|
| BUS |  | 9.86 498 | 1.86 312 | 9.14 366 | 7.14 500 | 4.12 490 | 19.47 605 | 2.69 374 | 34.15 640 | 23.28 500 | 18.82 525 | 21.95 464 | 14.37 445 | 11.63 490 | 14.72 503 | 12.39 556 | 0.36 448 | 0.13 223 | 0.15 498 | 0.04 244 | 0.37 373 | 0.46 134 |
|
| NINENet |  | 11.46 556 | 3.02 529 | 11.83 497 | 8.45 564 | 5.40 569 | 19.47 605 | 2.69 374 | 39.63 698 | 34.82 625 | 19.11 532 | 27.64 525 | 14.37 445 | 11.63 490 | 16.21 531 | 12.39 556 | 0.94 594 | 0.21 261 | 0.29 564 | 0.00 1 | 0.48 433 | 0.55 154 |
|
| ours_stereo |  | 3.25 179 | 1.81 296 | 5.95 182 | 4.18 228 | 1.97 319 | 3.79 125 | 2.71 376 | 8.97 183 | 6.86 233 | 2.39 124 | 5.79 221 | 3.97 208 | 1.82 137 | 9.84 276 | 2.05 182 | 0.02 48 | 0.21 261 | 0.00 1 | 0.00 1 | 0.38 385 | 2.35 587 |
|
| rvit_stereo_0083 |  | 4.77 273 | 2.28 440 | 10.63 449 | 7.49 524 | 1.73 286 | 4.88 223 | 2.71 376 | 8.97 183 | 18.71 450 | 5.01 238 | 7.88 259 | 6.38 283 | 5.11 305 | 7.80 185 | 4.86 376 | 0.28 420 | 0.04 96 | 0.00 1 | 0.01 157 | 0.26 298 | 0.39 111 |
|
| DDVS |  | 11.10 545 | 3.37 551 | 13.49 535 | 7.49 524 | 4.07 483 | 16.17 555 | 2.73 378 | 24.18 502 | 17.91 433 | 21.37 576 | 30.15 561 | 31.23 642 | 8.50 427 | 19.92 599 | 15.00 580 | 0.82 572 | 1.56 669 | 0.08 427 | 0.22 419 | 0.84 548 | 2.84 618 |
|
| quiztm |  | 4.63 271 | 2.15 407 | 6.38 217 | 5.29 331 | 5.50 576 | 4.50 177 | 2.74 379 | 13.95 314 | 9.59 304 | 8.64 309 | 11.41 318 | 6.66 291 | 2.53 172 | 7.58 180 | 3.04 271 | 1.01 607 | 0.17 242 | 0.00 1 | 0.18 391 | 0.46 428 | 0.86 233 |
|
| CASS |  | 8.64 459 | 2.03 363 | 8.60 339 | 8.71 573 | 1.59 251 | 15.02 528 | 2.75 380 | 23.27 494 | 18.58 448 | 16.29 451 | 22.78 475 | 13.42 432 | 13.68 537 | 13.07 448 | 7.66 457 | 1.18 631 | 0.05 122 | 0.13 485 | 0.01 157 | 0.75 529 | 3.24 635 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| MIPNet |  | 7.26 404 | 2.30 447 | 13.74 538 | 5.32 334 | 1.61 257 | 11.32 455 | 2.77 381 | 27.02 540 | 18.47 443 | 15.56 439 | 13.20 340 | 7.01 295 | 9.46 447 | 8.84 226 | 6.32 433 | 0.15 338 | 0.03 77 | 0.06 398 | 0.08 302 | 0.42 408 | 1.39 393 |
|
| LoS_RVC |  | 4.09 243 | 3.01 528 | 4.81 110 | 4.88 289 | 7.78 664 | 5.24 256 | 2.80 382 | 7.57 135 | 4.24 155 | 4.41 214 | 10.34 294 | 3.62 199 | 6.34 361 | 6.59 143 | 2.37 214 | 0.04 114 | 0.03 77 | 0.00 1 | 0.01 157 | 0.06 95 | 7.70 701 |
|
| ISRNet |  | 12.68 585 | 2.57 494 | 19.05 622 | 13.05 680 | 6.24 624 | 7.30 377 | 2.84 383 | 29.80 580 | 32.13 597 | 23.26 603 | 35.61 637 | 24.75 589 | 16.48 589 | 15.81 526 | 14.55 577 | 0.85 576 | 1.01 538 | 2.29 674 | 0.55 607 | 1.08 569 | 4.43 657 |
|
| CASnet |  | 4.11 244 | 1.27 156 | 5.28 146 | 5.63 356 | 0.31 17 | 4.89 225 | 2.86 384 | 11.52 260 | 11.73 338 | 11.06 347 | 11.80 322 | 4.16 213 | 1.63 118 | 6.30 138 | 2.22 198 | 0.63 536 | 0.00 1 | 0.60 601 | 0.13 337 | 0.15 224 | 0.07 28 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| MSMDNet |  | 9.96 501 | 2.08 381 | 11.66 491 | 5.39 339 | 2.92 409 | 16.50 565 | 2.89 385 | 29.73 578 | 34.55 622 | 17.86 501 | 21.91 462 | 18.86 528 | 8.36 422 | 13.06 446 | 7.74 461 | 0.24 401 | 0.47 347 | 0.66 609 | 0.24 443 | 3.07 640 | 1.04 309 |
|
| TestStereo_HLe17 |  | 5.97 338 | 2.36 466 | 10.51 445 | 3.70 176 | 2.54 376 | 8.00 400 | 2.90 386 | 18.58 415 | 16.64 419 | 9.14 322 | 16.16 373 | 5.62 259 | 4.27 245 | 13.61 474 | 4.17 339 | 0.09 270 | 0.03 77 | 0.02 323 | 0.00 1 | 0.16 233 | 0.81 221 |
|
| AE-Stereo |  | 5.68 310 | 1.78 286 | 9.22 373 | 9.25 587 | 2.52 373 | 10.13 426 | 2.92 387 | 13.10 282 | 14.88 386 | 4.88 235 | 13.10 339 | 10.72 372 | 4.43 256 | 9.24 251 | 3.37 294 | 0.10 288 | 1.31 633 | 0.06 398 | 0.32 515 | 0.21 263 | 2.03 532 |
|
| test-3 |  | 5.64 309 | 1.29 165 | 9.52 390 | 4.88 289 | 1.45 222 | 6.53 357 | 2.92 387 | 13.64 305 | 19.04 454 | 12.75 376 | 8.67 263 | 13.01 424 | 4.10 238 | 9.39 261 | 2.58 230 | 0.01 10 | 1.09 569 | 0.00 1 | 0.37 547 | 0.28 313 | 1.25 363 |
|
| test_1 |  | 5.63 308 | 1.29 165 | 9.52 390 | 4.90 296 | 1.45 222 | 6.51 356 | 2.93 389 | 13.65 307 | 19.05 455 | 12.58 364 | 8.67 263 | 13.02 425 | 4.07 236 | 9.39 261 | 2.58 230 | 0.01 10 | 1.09 569 | 0.00 1 | 0.38 557 | 0.28 313 | 1.26 365 |
|
| PCWNet_CMD |  | 9.97 504 | 2.08 381 | 11.61 489 | 5.36 337 | 2.92 409 | 16.39 561 | 2.94 390 | 29.76 579 | 34.38 619 | 17.83 498 | 21.86 460 | 18.91 529 | 8.27 420 | 13.01 437 | 7.73 460 | 0.23 396 | 0.46 344 | 0.79 617 | 0.25 458 | 3.46 654 | 1.12 337 |
|
| DFGA-Net |  | 9.58 489 | 4.57 589 | 19.91 632 | 6.37 430 | 4.05 482 | 11.38 456 | 2.98 391 | 26.08 522 | 29.76 573 | 17.13 482 | 19.22 413 | 9.43 352 | 7.17 395 | 16.49 543 | 13.39 569 | 0.13 322 | 0.00 1 | 0.06 398 | 0.13 337 | 1.89 611 | 1.46 410 |
|
| xxxx |  | 12.60 584 | 2.03 363 | 10.79 454 | 6.18 411 | 2.86 404 | 21.84 625 | 3.02 392 | 34.55 649 | 25.46 533 | 16.39 455 | 31.58 586 | 26.87 618 | 14.75 557 | 14.00 483 | 37.45 719 | 0.21 386 | 1.36 643 | 0.01 278 | 0.32 515 | 0.35 355 | 2.07 542 |
|
| FACV-RUCA |  | 8.11 442 | 2.29 442 | 10.34 430 | 8.07 552 | 6.02 613 | 14.18 509 | 3.04 393 | 20.05 444 | 19.00 453 | 12.98 383 | 18.43 405 | 8.73 338 | 11.58 486 | 12.20 390 | 5.78 413 | 0.38 458 | 0.64 404 | 4.34 700 | 0.35 535 | 1.89 611 | 1.96 505 |
|
| CFNet_pseudo |  | 9.92 499 | 2.21 423 | 11.76 493 | 5.09 312 | 2.93 412 | 14.43 511 | 3.12 394 | 27.16 541 | 32.52 601 | 17.58 495 | 22.81 477 | 21.97 561 | 9.29 445 | 13.06 446 | 8.34 476 | 0.23 396 | 0.46 344 | 1.23 653 | 0.27 479 | 2.89 636 | 0.99 292 |
|
| SDNR |  | 16.80 635 | 5.88 619 | 30.01 679 | 6.39 431 | 6.53 633 | 57.67 757 | 3.15 395 | 24.30 503 | 31.49 591 | 21.50 579 | 36.56 645 | 14.69 450 | 16.76 591 | 19.14 592 | 14.45 574 | 11.12 744 | 14.00 758 | 3.11 691 | 0.51 596 | 8.86 705 | 9.92 723 |
|
| AnonymousM |  | 6.73 376 | 12.03 691 | 3.53 31 | 4.47 259 | 1.55 247 | 4.42 171 | 3.17 396 | 11.94 266 | 8.44 280 | 17.00 479 | 10.06 282 | 9.08 344 | 4.00 233 | 7.56 179 | 4.06 333 | 0.55 514 | 0.68 416 | 23.13 755 | 8.12 736 | 0.07 112 | 0.65 178 |
|
| test_3 |  | 5.97 338 | 1.26 153 | 9.95 408 | 6.84 477 | 1.45 222 | 8.73 408 | 3.18 397 | 14.26 318 | 19.86 460 | 12.22 358 | 8.91 266 | 13.78 438 | 3.99 231 | 9.38 260 | 2.58 230 | 0.01 10 | 1.10 577 | 0.00 1 | 0.37 547 | 0.30 327 | 1.20 355 |
|
| NLMM1 |  | 5.47 302 | 1.61 237 | 7.10 268 | 4.06 212 | 5.50 576 | 12.13 470 | 3.20 398 | 13.17 284 | 16.77 421 | 7.43 298 | 8.61 262 | 5.16 243 | 4.51 264 | 12.35 404 | 6.39 437 | 0.02 48 | 0.12 221 | 0.00 1 | 0.00 1 | 0.12 189 | 1.10 326 |
|
| riskmin |  | 7.28 409 | 1.54 229 | 8.37 334 | 5.01 303 | 3.24 433 | 11.65 460 | 3.20 398 | 16.61 376 | 18.86 452 | 10.45 332 | 13.46 344 | 16.20 478 | 12.68 516 | 12.46 412 | 6.57 442 | 0.17 351 | 1.38 646 | 0.14 493 | 0.33 526 | 0.67 510 | 2.52 604 |
|
| RAFT-345 |  | 6.94 388 | 1.48 212 | 7.45 291 | 5.65 359 | 0.96 143 | 5.49 273 | 3.20 398 | 13.73 309 | 10.97 329 | 13.81 405 | 42.93 687 | 9.01 343 | 5.31 314 | 13.09 449 | 4.73 368 | 0.58 518 | 0.05 122 | 0.10 451 | 0.06 277 | 0.08 133 | 0.08 32 |
|
| SMFormer |  | 11.03 542 | 1.90 325 | 14.85 556 | 4.89 291 | 1.48 232 | 14.92 521 | 3.21 401 | 31.03 593 | 30.74 581 | 20.28 547 | 29.37 547 | 18.33 515 | 14.54 551 | 16.56 545 | 14.46 575 | 0.41 468 | 1.20 611 | 0.28 559 | 0.24 443 | 0.45 421 | 1.47 414 |
|
| tta |  | 11.03 542 | 1.90 325 | 14.85 556 | 4.89 291 | 1.48 232 | 14.92 521 | 3.21 401 | 31.03 593 | 30.73 580 | 20.28 547 | 29.37 547 | 18.33 515 | 14.54 551 | 16.56 545 | 14.46 575 | 0.41 468 | 1.20 611 | 0.28 559 | 0.24 443 | 0.39 390 | 1.60 435 |
|
| qqq1 |  | 10.51 528 | 1.90 325 | 14.85 556 | 4.89 291 | 1.48 232 | 14.92 521 | 3.21 401 | 31.03 593 | 30.74 581 | 20.28 547 | 29.37 547 | 18.33 515 | 14.54 551 | 16.56 545 | 4.42 356 | 0.41 468 | 1.20 611 | 0.00 1 | 0.14 351 | 0.39 390 | 1.60 435 |
|
| fff1 |  | 10.51 528 | 1.90 325 | 14.85 556 | 4.89 291 | 1.48 232 | 14.92 521 | 3.21 401 | 31.03 593 | 30.74 581 | 20.28 547 | 29.37 547 | 18.33 515 | 14.54 551 | 16.56 545 | 4.42 356 | 0.41 468 | 1.20 611 | 0.00 1 | 0.14 351 | 0.39 390 | 1.60 435 |
|
| ccs_rob |  | 9.95 500 | 2.21 423 | 11.74 492 | 5.11 316 | 2.91 408 | 14.48 513 | 3.21 401 | 27.26 543 | 32.72 605 | 17.53 491 | 22.70 473 | 21.96 560 | 9.25 444 | 12.99 435 | 8.34 476 | 0.23 396 | 0.45 341 | 1.38 658 | 0.28 485 | 3.13 644 | 1.07 317 |
|
| NF-Stereo |  | 6.96 390 | 1.80 293 | 10.17 416 | 7.16 506 | 0.79 111 | 6.15 333 | 3.26 406 | 20.74 457 | 18.45 442 | 13.42 395 | 19.33 415 | 11.67 385 | 6.05 349 | 12.71 425 | 6.17 423 | 0.57 517 | 0.06 151 | 0.21 530 | 0.23 431 | 0.12 189 | 0.09 34 |
|
| OCTAStereo |  | 6.97 391 | 1.80 293 | 10.20 420 | 7.15 505 | 0.78 108 | 6.12 329 | 3.38 407 | 20.72 452 | 18.47 443 | 13.41 392 | 19.33 415 | 11.91 394 | 6.05 349 | 12.68 423 | 6.19 424 | 0.59 524 | 0.06 151 | 0.21 530 | 0.22 419 | 0.12 189 | 0.10 38 |
|
| RE-Stereo |  | 6.97 391 | 1.79 289 | 10.18 418 | 7.14 500 | 0.77 105 | 6.14 331 | 3.39 408 | 20.72 452 | 18.43 440 | 13.41 392 | 19.33 415 | 11.78 388 | 6.09 351 | 12.66 421 | 6.22 425 | 0.58 518 | 0.05 122 | 0.21 530 | 0.22 419 | 0.12 189 | 0.10 38 |
|
| TVStereo |  | 6.97 391 | 1.79 289 | 10.18 418 | 7.14 500 | 0.77 105 | 6.14 331 | 3.39 408 | 20.72 452 | 18.43 440 | 13.41 392 | 19.33 415 | 11.78 388 | 6.09 351 | 12.66 421 | 6.22 425 | 0.58 518 | 0.05 122 | 0.21 530 | 0.22 419 | 0.12 189 | 0.10 38 |
|
| BStereo |   | 3.41 193 | 1.93 335 | 17.91 610 | 3.28 126 | 1.17 172 | 5.97 315 | 3.40 410 | 6.67 89 | 6.10 215 | 2.94 162 | 1.98 78 | 2.53 158 | 0.78 55 | 8.18 206 | 3.81 320 | 0.06 194 | 0.11 212 | 0.04 368 | 0.13 337 | 0.09 150 | 1.02 305 |
|
| Anonymus123 |  | 4.12 245 | 1.93 335 | 17.91 610 | 3.28 126 | 1.17 172 | 14.06 506 | 3.40 410 | 12.95 278 | 6.10 215 | 2.94 162 | 1.98 78 | 2.53 158 | 0.78 55 | 8.18 206 | 3.81 320 | 0.06 194 | 0.11 212 | 0.04 368 | 0.13 337 | 0.09 150 | 1.02 305 |
|
| DN-CSS_ROB |  | 8.72 463 | 3.49 557 | 16.63 591 | 6.74 467 | 3.39 443 | 6.20 336 | 3.43 412 | 23.40 495 | 22.03 487 | 17.46 489 | 30.28 562 | 9.33 347 | 8.32 421 | 14.71 502 | 6.36 436 | 0.91 587 | 0.00 1 | 0.45 585 | 0.00 1 | 0.65 502 | 0.70 197 |
|
| HH |  | 6.00 343 | 2.42 476 | 9.81 401 | 5.74 378 | 1.64 265 | 7.05 371 | 3.48 413 | 17.54 395 | 7.69 247 | 8.73 312 | 12.47 331 | 14.83 453 | 8.86 434 | 13.04 442 | 2.59 233 | 0.04 114 | 1.21 618 | 0.20 527 | 0.05 263 | 0.30 327 | 2.34 584 |
|
| HanStereo |  | 6.00 343 | 2.42 476 | 9.81 401 | 5.74 378 | 1.64 265 | 7.05 371 | 3.48 413 | 17.54 395 | 7.69 247 | 8.73 312 | 12.47 331 | 14.83 453 | 8.86 434 | 13.04 442 | 2.59 233 | 0.04 114 | 1.21 618 | 0.20 527 | 0.05 263 | 0.30 327 | 2.34 584 |
|
| dad |  | 13.05 593 | 11.39 685 | 15.64 577 | 7.35 514 | 2.10 330 | 15.64 538 | 3.48 413 | 18.77 418 | 35.55 633 | 27.77 652 | 33.76 620 | 31.59 644 | 13.04 523 | 14.79 509 | 11.16 540 | 3.35 684 | 0.54 370 | 7.85 726 | 0.96 644 | 3.88 661 | 2.49 602 |
|
| 111 |  | 7.73 430 | 2.39 474 | 9.12 361 | 4.17 224 | 0.47 54 | 10.65 441 | 3.49 416 | 21.34 469 | 28.25 563 | 10.60 337 | 16.85 382 | 14.74 452 | 10.22 463 | 12.48 413 | 6.61 444 | 0.43 476 | 0.01 21 | 0.00 1 | 0.00 1 | 0.35 355 | 2.39 592 |
|
| DCVSM-stereo |  | 10.23 513 | 2.16 412 | 12.54 520 | 6.23 414 | 3.65 455 | 12.01 468 | 3.56 417 | 19.41 432 | 23.18 498 | 24.08 613 | 19.88 424 | 29.55 626 | 18.82 617 | 14.49 496 | 10.42 524 | 0.25 409 | 1.17 596 | 0.28 559 | 0.06 277 | 0.82 544 | 2.07 542 |
|
| CCAANet |  | 10.18 511 | 2.14 405 | 10.38 434 | 6.98 489 | 5.10 552 | 12.55 477 | 3.67 418 | 29.07 567 | 23.28 500 | 16.04 450 | 36.99 646 | 18.39 519 | 11.10 473 | 17.34 563 | 9.39 507 | 0.21 386 | 0.04 96 | 0.27 551 | 0.02 204 | 0.35 355 | 0.23 65 |
|
| DisPM |  | 6.68 374 | 1.58 236 | 9.90 406 | 7.19 508 | 1.12 164 | 5.71 295 | 3.69 419 | 13.74 310 | 12.42 345 | 16.60 463 | 23.63 483 | 12.64 409 | 6.39 365 | 13.31 461 | 4.08 336 | 0.77 561 | 0.01 21 | 0.08 427 | 0.15 361 | 0.14 208 | 0.53 150 |
|
| RAFT_R40 |  | 7.14 402 | 1.73 274 | 9.36 379 | 7.36 515 | 0.82 115 | 5.74 300 | 3.69 419 | 15.47 348 | 15.09 388 | 18.24 513 | 19.87 423 | 16.82 486 | 8.50 427 | 13.72 476 | 5.81 414 | 0.28 420 | 0.02 57 | 0.14 493 | 0.00 1 | 0.11 180 | 0.09 34 |
|
| ACVNet |  | 10.83 538 | 2.25 433 | 7.10 268 | 6.43 438 | 3.02 420 | 13.17 490 | 3.75 421 | 22.83 486 | 35.15 630 | 15.81 444 | 30.67 570 | 24.65 587 | 15.77 574 | 16.47 541 | 18.13 606 | 0.16 344 | 0.01 21 | 0.06 398 | 0.07 290 | 0.65 502 | 0.43 124 |
|
| hitnet-ft |   | 12.59 582 | 3.03 532 | 7.87 314 | 7.49 524 | 4.20 494 | 27.41 668 | 3.75 421 | 23.41 496 | 24.15 514 | 21.14 573 | 34.12 627 | 31.93 650 | 19.74 633 | 20.28 605 | 18.13 606 | 0.54 512 | 1.45 659 | 0.35 575 | 0.09 310 | 1.26 580 | 1.41 399 |
|
| 2w_stereo |  | 2.67 129 | 1.09 100 | 5.38 153 | 3.25 122 | 1.25 193 | 4.61 187 | 3.77 423 | 7.59 136 | 4.10 152 | 4.28 209 | 5.14 192 | 0.27 8 | 4.25 242 | 4.81 90 | 2.06 184 | 0.11 297 | 0.72 423 | 0.00 1 | 0.18 391 | 0.02 6 | 0.48 139 |
|
| Foundation-i1a |  | 3.47 202 | 0.79 26 | 4.13 65 | 3.03 92 | 1.16 170 | 5.28 259 | 3.85 424 | 10.67 235 | 4.84 171 | 6.10 267 | 3.58 124 | 7.71 319 | 5.82 340 | 7.53 177 | 1.85 156 | 0.06 194 | 1.12 584 | 0.00 1 | 0.00 1 | 0.04 66 | 1.94 501 |
|
| WQFJX1 |  | 4.94 282 | 1.37 184 | 6.21 198 | 4.32 249 | 5.86 604 | 10.61 440 | 3.86 425 | 11.43 256 | 12.12 343 | 6.12 269 | 5.13 191 | 5.73 263 | 5.08 303 | 13.20 453 | 7.03 448 | 0.01 10 | 0.06 151 | 0.01 278 | 0.00 1 | 0.17 241 | 0.57 164 |
|
| mms |  | 3.23 177 | 1.87 317 | 6.16 197 | 4.22 234 | 2.38 364 | 4.13 149 | 3.87 426 | 8.68 172 | 5.05 178 | 2.68 144 | 5.66 218 | 3.05 179 | 1.33 99 | 9.68 271 | 2.35 212 | 0.01 10 | 0.55 374 | 0.00 1 | 0.00 1 | 0.42 408 | 2.47 599 |
|
| dd |  | 8.57 458 | 5.20 603 | 13.37 533 | 6.91 483 | 1.05 154 | 10.30 431 | 3.89 427 | 17.29 391 | 34.00 616 | 15.73 442 | 17.50 387 | 7.45 309 | 6.60 374 | 15.00 515 | 10.99 537 | 1.39 638 | 0.41 330 | 0.18 516 | 0.46 581 | 2.25 624 | 1.40 396 |
|
| CFNet_ucs |  | 10.56 533 | 2.15 407 | 12.88 522 | 5.55 349 | 4.11 488 | 15.24 532 | 3.93 428 | 28.55 560 | 32.41 599 | 18.70 520 | 24.95 496 | 22.99 570 | 9.66 453 | 14.22 484 | 8.13 471 | 0.29 425 | 0.84 460 | 1.63 663 | 0.23 431 | 3.43 653 | 1.31 376 |
|
| NLCSM |  | 5.30 295 | 1.73 274 | 6.44 225 | 6.09 403 | 5.89 605 | 10.87 447 | 3.96 429 | 11.80 264 | 10.57 321 | 8.70 311 | 5.42 204 | 4.53 229 | 6.51 369 | 13.97 482 | 7.90 465 | 0.33 436 | 0.08 178 | 0.00 1 | 0.01 157 | 0.29 321 | 0.94 271 |
|
| anonymousdsp2 |  | 6.47 366 | 1.81 296 | 9.73 398 | 5.25 329 | 1.23 186 | 9.35 419 | 3.96 429 | 22.51 478 | 18.39 438 | 12.87 380 | 10.19 290 | 10.17 363 | 4.46 260 | 11.77 365 | 3.83 322 | 0.06 194 | 1.00 532 | 0.31 569 | 0.18 391 | 0.25 284 | 2.06 540 |
|
| RCA-Stereo |  | 5.58 305 | 1.26 153 | 6.71 246 | 4.85 285 | 0.80 113 | 5.51 274 | 3.97 431 | 17.56 398 | 19.40 458 | 8.45 305 | 14.11 348 | 8.73 338 | 8.70 432 | 6.88 148 | 2.77 256 | 0.05 154 | 0.98 508 | 0.11 472 | 0.00 1 | 0.14 208 | 0.61 171 |
|
| xyz-stereo-finetune |  | 5.68 310 | 2.00 354 | 6.56 239 | 3.16 109 | 0.33 23 | 11.80 463 | 3.99 432 | 13.58 303 | 21.58 480 | 8.92 318 | 12.57 333 | 6.12 270 | 3.72 219 | 12.06 380 | 6.59 443 | 0.07 228 | 0.02 57 | 0.00 1 | 0.02 204 | 0.19 253 | 0.25 70 |
|
| Pruner-Stereo |  | 6.85 381 | 1.81 296 | 10.24 425 | 6.92 485 | 0.92 130 | 5.55 285 | 4.01 433 | 14.42 327 | 11.85 341 | 18.22 512 | 21.92 463 | 15.64 469 | 5.69 334 | 12.10 386 | 6.08 419 | 0.84 575 | 0.02 57 | 0.18 516 | 0.10 319 | 0.11 180 | 0.38 109 |
|
| fffft |  | 2.87 150 | 1.37 184 | 6.09 187 | 3.63 166 | 1.48 232 | 4.34 163 | 4.03 434 | 9.11 192 | 3.91 142 | 3.19 173 | 2.34 90 | 1.90 129 | 1.43 108 | 10.93 316 | 2.22 198 | 0.00 1 | 0.23 266 | 0.00 1 | 0.00 1 | 0.38 385 | 0.85 230 |
| 1: 1. 1 |
| tt1 |  | 5.74 315 | 2.52 488 | 6.54 237 | 6.89 481 | 0.86 123 | 10.31 433 | 4.08 435 | 19.77 439 | 16.80 422 | 7.17 287 | 9.02 267 | 4.71 232 | 8.97 437 | 11.11 326 | 2.34 209 | 0.05 154 | 1.17 596 | 0.00 1 | 0.04 244 | 0.29 321 | 2.07 542 |
|
| PSMNet-ADL |  | 10.30 517 | 2.32 453 | 7.83 311 | 9.69 598 | 4.44 512 | 16.04 546 | 4.16 436 | 27.57 549 | 25.08 524 | 15.16 425 | 19.04 411 | 25.28 600 | 13.63 536 | 16.49 543 | 15.33 582 | 0.86 579 | 0.81 449 | 0.01 278 | 0.04 244 | 0.33 342 | 1.81 465 |
|
| FADNet_RVC |  | 12.44 578 | 6.19 625 | 40.86 707 | 7.04 491 | 3.69 456 | 11.30 453 | 4.17 437 | 29.67 576 | 27.67 556 | 18.20 511 | 26.04 506 | 13.47 433 | 17.15 596 | 16.85 555 | 14.95 579 | 0.99 603 | 0.75 435 | 0.60 601 | 1.32 664 | 4.18 665 | 3.62 643 |
|
| anonymousa |  | 9.61 493 | 2.06 375 | 9.20 371 | 5.24 327 | 6.67 637 | 15.03 529 | 4.18 438 | 19.08 422 | 21.43 476 | 19.03 530 | 30.96 575 | 21.49 555 | 14.23 550 | 11.12 329 | 8.61 484 | 0.08 255 | 1.24 624 | 0.29 564 | 0.69 619 | 0.18 249 | 1.48 417 |
|
| SME |  | 7.53 417 | 3.53 559 | 7.07 264 | 6.40 432 | 1.83 303 | 21.79 624 | 4.24 439 | 18.00 403 | 16.52 417 | 12.66 367 | 16.62 378 | 8.42 333 | 11.62 489 | 12.48 413 | 6.10 420 | 0.94 594 | 0.01 21 | 0.05 381 | 0.11 327 | 1.00 564 | 1.28 369 |
|
| rvit_stereo_0075_2 |  | 9.46 486 | 4.16 580 | 20.27 635 | 12.15 672 | 8.82 685 | 5.72 296 | 4.24 439 | 23.21 492 | 18.05 435 | 12.37 360 | 28.80 540 | 16.10 475 | 8.43 425 | 14.57 498 | 8.89 487 | 0.58 518 | 0.34 309 | 0.52 594 | 0.08 302 | 0.44 415 | 1.41 399 |
|
| EKT-Stereo |  | 6.11 350 | 1.71 263 | 9.09 358 | 7.69 532 | 5.56 581 | 5.16 249 | 4.26 441 | 19.18 423 | 15.13 389 | 9.20 323 | 12.84 337 | 9.55 355 | 4.18 241 | 11.74 363 | 3.24 287 | 0.53 505 | 0.62 401 | 0.09 438 | 0.14 351 | 0.17 241 | 2.16 562 |
|
| DMCA-RVC |   | 12.06 568 | 4.35 586 | 14.21 548 | 10.52 623 | 4.86 538 | 13.84 500 | 4.33 442 | 25.20 513 | 24.13 513 | 20.56 559 | 29.22 545 | 26.65 612 | 25.85 669 | 17.02 557 | 16.34 591 | 0.41 468 | 0.35 311 | 0.55 597 | 0.24 443 | 0.83 547 | 1.81 465 |
|
| Foundation-i1c-attn |  | 3.23 177 | 0.75 18 | 3.94 56 | 3.03 92 | 1.27 197 | 5.29 262 | 4.34 443 | 9.85 212 | 4.74 168 | 4.57 222 | 4.01 144 | 6.52 287 | 4.81 286 | 7.18 165 | 1.38 103 | 0.06 194 | 1.06 563 | 0.00 1 | 0.00 1 | 0.03 34 | 1.88 483 |
|
| Foundation-i1 |  | 4.02 239 | 0.77 24 | 3.58 38 | 3.90 197 | 3.92 473 | 6.13 330 | 4.35 444 | 13.36 299 | 6.24 219 | 6.62 278 | 6.36 228 | 8.41 332 | 4.76 285 | 6.99 153 | 2.10 189 | 0.04 114 | 1.09 569 | 0.00 1 | 0.01 157 | 0.03 34 | 1.65 443 |
|
| DMCA |  | 8.96 474 | 2.60 498 | 11.84 498 | 5.61 353 | 4.25 498 | 11.09 452 | 4.36 445 | 25.89 519 | 20.23 465 | 17.10 481 | 20.96 444 | 17.55 503 | 11.92 500 | 11.47 348 | 12.27 555 | 0.60 528 | 0.09 189 | 0.35 575 | 0.05 263 | 0.48 433 | 0.57 164 |
|
| x |  | 7.70 427 | 2.12 394 | 8.93 351 | 5.08 310 | 2.55 378 | 11.65 460 | 4.40 446 | 20.91 460 | 12.53 346 | 13.58 398 | 20.49 437 | 15.73 471 | 11.10 473 | 10.65 302 | 10.16 517 | 0.11 297 | 1.37 644 | 0.04 368 | 0.29 493 | 0.34 349 | 1.95 503 |
|
| ACRE |  | 7.62 422 | 3.21 540 | 14.93 561 | 7.81 540 | 5.00 547 | 10.01 423 | 4.45 447 | 16.32 364 | 15.86 397 | 17.81 497 | 19.21 412 | 8.38 331 | 4.25 242 | 11.11 326 | 10.58 527 | 0.78 565 | 0.32 301 | 0.03 348 | 0.15 361 | 0.44 415 | 1.84 472 |
|
| HITNet |  | 8.41 450 | 3.59 565 | 9.91 407 | 5.30 332 | 1.52 245 | 13.35 494 | 4.48 448 | 22.00 473 | 16.06 404 | 15.52 437 | 22.95 478 | 15.28 463 | 11.74 493 | 14.91 513 | 9.25 499 | 0.10 288 | 0.01 21 | 0.48 589 | 0.06 277 | 0.58 473 | 1.04 309 |
| Vladimir Tankovich, Christian Häne, Yinda Zhang, Adarsh Kowdle, Sean Fanello, Sofien Bouaziz: HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching. CVPR 2021 |
| TestStereo-Hl |   | 5.98 341 | 2.12 394 | 7.49 292 | 3.63 166 | 1.23 186 | 6.25 338 | 4.49 449 | 15.40 347 | 14.26 377 | 10.98 346 | 16.90 383 | 9.28 346 | 8.55 429 | 13.26 458 | 4.36 353 | 0.36 448 | 0.29 293 | 0.01 278 | 0.01 157 | 0.25 284 | 0.56 157 |
|
| PAM |  | 7.81 434 | 1.90 325 | 15.85 581 | 6.14 406 | 2.58 382 | 17.79 586 | 4.51 450 | 16.29 362 | 8.05 267 | 16.48 459 | 9.10 269 | 25.01 598 | 11.39 484 | 12.89 432 | 3.54 306 | 0.05 154 | 0.79 445 | 0.08 427 | 0.83 627 | 0.62 492 | 2.23 568 |
|
| test_sample1 |  | 8.49 453 | 1.83 306 | 10.60 447 | 5.53 345 | 2.95 415 | 15.17 530 | 4.51 450 | 20.73 456 | 11.47 335 | 14.78 419 | 22.80 476 | 19.06 532 | 13.86 543 | 12.52 416 | 10.17 518 | 0.14 327 | 1.20 611 | 0.02 323 | 0.19 403 | 0.28 313 | 1.93 494 |
|
| zzzzzzz1 |  | 8.65 460 | 8.64 663 | 21.64 646 | 6.25 418 | 5.25 562 | 7.53 386 | 4.57 452 | 20.54 450 | 20.34 468 | 10.70 341 | 16.50 377 | 14.50 448 | 9.48 448 | 13.03 439 | 9.11 496 | 1.02 609 | 0.26 281 | 0.00 1 | 0.11 327 | 1.98 615 | 1.58 432 |
|
| StereoDRNet-Refined |  | 14.03 614 | 3.52 558 | 12.77 521 | 8.70 572 | 3.31 436 | 18.50 596 | 4.58 453 | 29.08 568 | 30.59 579 | 29.85 667 | 42.52 684 | 25.24 599 | 19.57 632 | 23.88 648 | 23.55 644 | 0.44 480 | 0.07 166 | 0.54 595 | 0.38 557 | 0.88 554 | 2.64 606 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| CIPLG |  | 7.69 426 | 3.27 544 | 14.40 549 | 7.84 542 | 5.08 551 | 10.24 428 | 4.59 454 | 16.02 357 | 15.45 391 | 18.05 508 | 19.72 421 | 8.79 340 | 4.61 272 | 11.84 371 | 10.40 523 | 0.76 558 | 0.33 307 | 0.03 348 | 0.15 361 | 0.44 415 | 1.83 471 |
|
| Foundation-i1b |  | 3.38 188 | 0.76 21 | 4.10 63 | 2.71 55 | 1.29 203 | 5.97 315 | 4.62 455 | 10.54 229 | 4.48 162 | 5.33 252 | 3.60 126 | 7.33 307 | 5.34 316 | 7.29 168 | 1.37 97 | 0.05 154 | 1.05 560 | 0.00 1 | 0.00 1 | 0.04 66 | 1.69 450 |
|
| CBMV_ROB |  | 12.51 580 | 3.86 572 | 7.98 319 | 5.81 384 | 2.99 418 | 16.05 550 | 4.62 455 | 27.61 550 | 31.37 590 | 26.75 644 | 32.62 604 | 23.97 582 | 22.66 653 | 21.14 627 | 12.09 549 | 2.15 658 | 1.78 676 | 2.24 673 | 1.27 663 | 1.64 601 | 1.54 429 |
|
| MMNet |  | 13.55 604 | 2.82 513 | 13.90 541 | 7.63 528 | 6.36 631 | 26.45 662 | 4.63 457 | 24.00 501 | 42.67 675 | 26.25 638 | 33.12 611 | 20.98 550 | 19.45 631 | 20.14 603 | 19.49 620 | 0.75 555 | 0.54 370 | 0.11 472 | 0.01 157 | 0.53 453 | 1.10 326 |
|
| IPLGR_C |  | 7.70 427 | 3.32 547 | 14.54 551 | 7.98 548 | 5.04 549 | 10.26 429 | 4.64 458 | 16.50 370 | 16.28 409 | 17.97 505 | 18.85 410 | 8.30 330 | 4.66 281 | 11.22 331 | 10.89 536 | 0.77 561 | 0.32 301 | 0.03 348 | 0.15 361 | 0.43 412 | 1.84 472 |
|
| UNet |  | 13.18 598 | 2.47 482 | 14.45 550 | 7.45 519 | 7.82 665 | 26.01 656 | 4.67 459 | 34.38 645 | 29.42 571 | 20.90 566 | 31.81 590 | 26.68 613 | 18.98 621 | 21.08 625 | 15.56 585 | 0.21 386 | 0.06 151 | 0.27 551 | 0.09 310 | 0.37 373 | 1.01 296 |
|
| xyz-stereo |  | 13.76 609 | 1.43 203 | 40.88 708 | 3.14 107 | 0.83 118 | 42.24 731 | 4.68 460 | 14.87 340 | 26.49 544 | 23.70 607 | 37.20 647 | 30.36 636 | 19.90 634 | 18.77 588 | 9.23 498 | 0.28 420 | 0.03 77 | 0.64 606 | 0.03 222 | 0.20 260 | 0.32 86 |
|
| MEA-ACV |  | 12.78 588 | 1.79 289 | 15.43 572 | 7.12 499 | 2.06 326 | 14.96 525 | 4.72 461 | 34.53 647 | 39.77 659 | 22.64 596 | 33.95 624 | 21.60 556 | 21.47 646 | 18.68 586 | 13.17 566 | 0.44 480 | 0.50 359 | 0.03 348 | 0.10 319 | 0.49 442 | 2.07 542 |
|
| SE |  | 5.04 288 | 2.29 442 | 6.85 256 | 5.08 310 | 1.17 172 | 9.80 420 | 4.72 461 | 13.51 302 | 11.32 331 | 10.57 336 | 12.76 336 | 4.87 237 | 5.86 343 | 4.54 74 | 2.18 196 | 2.94 674 | 0.07 166 | 0.27 551 | 0.42 574 | 0.45 421 | 1.12 337 |
|
| noway7 |  | 8.01 437 | 7.88 648 | 20.82 641 | 6.29 424 | 3.30 435 | 6.41 350 | 4.77 463 | 28.51 558 | 16.01 402 | 10.54 335 | 10.27 292 | 15.25 462 | 10.11 460 | 8.89 229 | 7.36 455 | 0.11 297 | 0.00 1 | 0.01 278 | 0.00 1 | 1.80 608 | 1.90 491 |
|
| DispNO |  | 9.82 497 | 2.57 494 | 17.77 608 | 6.22 413 | 5.73 590 | 11.89 466 | 4.77 463 | 25.54 516 | 21.70 483 | 17.56 493 | 21.28 448 | 18.01 512 | 13.83 541 | 17.46 567 | 9.91 515 | 0.35 444 | 0.16 238 | 0.03 348 | 0.12 332 | 0.51 448 | 1.05 312 |
|
| pcwnet_v2 |  | 12.68 585 | 2.30 447 | 18.36 614 | 8.32 561 | 5.74 593 | 17.73 585 | 4.77 463 | 36.75 677 | 46.28 698 | 20.98 568 | 29.07 544 | 16.62 483 | 13.52 530 | 16.56 545 | 10.30 520 | 0.55 514 | 1.02 548 | 0.34 574 | 0.24 443 | 2.10 619 | 2.11 553 |
|
| ITSA-stereo |  | 11.88 564 | 2.48 485 | 11.96 504 | 6.54 443 | 1.92 311 | 13.33 492 | 4.81 466 | 37.17 680 | 49.04 707 | 18.70 520 | 18.52 407 | 21.69 557 | 12.63 515 | 16.77 551 | 15.60 586 | 0.53 505 | 0.40 323 | 0.32 571 | 0.33 526 | 1.07 568 | 3.89 653 |
|
| CFNet |  | 11.23 547 | 3.41 553 | 10.68 451 | 7.08 497 | 4.22 495 | 17.38 580 | 4.83 467 | 31.29 603 | 31.29 589 | 19.15 533 | 26.85 519 | 24.06 583 | 13.75 538 | 16.23 532 | 12.22 554 | 0.26 413 | 0.05 122 | 0.44 584 | 0.09 310 | 0.92 555 | 0.41 118 |
|
| AACVNet |  | 11.24 548 | 3.71 569 | 11.56 488 | 9.45 591 | 3.35 438 | 11.67 462 | 4.88 468 | 23.23 493 | 14.00 372 | 28.19 656 | 29.90 558 | 30.39 637 | 18.03 610 | 20.04 601 | 13.22 567 | 0.50 499 | 0.21 261 | 0.23 539 | 0.07 290 | 0.75 529 | 1.52 427 |
|
| AAGNet |  | 8.15 443 | 1.75 278 | 10.57 446 | 7.72 537 | 0.74 94 | 5.74 300 | 4.98 469 | 15.90 355 | 14.59 381 | 20.31 553 | 23.80 485 | 15.08 459 | 11.25 480 | 12.27 394 | 16.70 596 | 0.85 576 | 0.06 151 | 0.32 571 | 0.01 157 | 0.15 224 | 0.16 54 |
|
| AIO-test2 |  | 7.31 410 | 2.95 522 | 8.32 333 | 9.20 586 | 5.66 588 | 8.78 410 | 5.13 470 | 26.30 530 | 23.78 509 | 7.04 283 | 20.37 436 | 5.69 262 | 3.51 210 | 10.05 285 | 2.74 247 | 4.35 695 | 0.14 231 | 0.03 348 | 0.62 614 | 0.71 519 | 0.80 220 |
|
| cf-r |  | 10.67 535 | 2.34 458 | 9.77 399 | 6.17 409 | 5.79 595 | 12.94 484 | 5.14 471 | 25.21 515 | 27.86 559 | 17.84 499 | 32.03 593 | 25.81 603 | 15.91 576 | 12.22 392 | 12.56 562 | 0.17 351 | 0.19 252 | 0.05 381 | 0.06 277 | 0.59 480 | 0.72 203 |
|
| rvit_0105_6 |  | 6.06 347 | 3.23 541 | 15.34 571 | 10.26 613 | 1.75 289 | 5.08 243 | 5.19 472 | 11.03 245 | 20.73 469 | 6.39 275 | 7.02 241 | 10.21 365 | 7.94 413 | 11.42 346 | 3.83 322 | 0.40 464 | 0.29 293 | 0.00 1 | 0.01 157 | 0.57 470 | 0.40 117 |
|
| ACVNet-DCA |  | 5.76 317 | 2.52 488 | 6.38 217 | 6.77 471 | 0.74 94 | 10.55 436 | 5.19 472 | 21.10 463 | 13.53 364 | 7.39 294 | 10.06 282 | 4.44 223 | 9.58 449 | 11.08 322 | 2.33 205 | 0.05 154 | 1.18 600 | 0.00 1 | 0.04 244 | 0.37 373 | 1.93 494 |
|
| xx1 |  | 6.52 370 | 2.52 488 | 6.38 217 | 6.77 471 | 0.74 94 | 10.55 436 | 5.19 472 | 19.19 424 | 15.95 400 | 7.39 294 | 10.07 288 | 16.17 476 | 12.10 502 | 11.08 322 | 2.33 205 | 0.05 154 | 1.18 600 | 0.02 323 | 0.36 542 | 0.37 373 | 1.93 494 |
|
| 1test111 |  | 6.16 353 | 2.52 488 | 6.38 217 | 6.77 471 | 0.74 94 | 10.55 436 | 5.19 472 | 21.10 463 | 13.53 364 | 7.39 294 | 10.06 282 | 4.44 223 | 9.58 449 | 12.08 382 | 9.26 500 | 0.05 154 | 1.18 600 | 0.00 1 | 0.04 244 | 0.37 373 | 1.93 494 |
|
| cc1 |  | 5.79 319 | 2.52 488 | 6.38 217 | 6.77 471 | 0.74 94 | 10.55 436 | 5.19 472 | 19.19 424 | 15.95 400 | 7.39 294 | 10.06 282 | 4.44 223 | 9.58 449 | 11.08 322 | 2.33 205 | 0.05 154 | 1.18 600 | 0.00 1 | 0.04 244 | 0.34 349 | 2.04 535 |
|
| test_sample4 |  | 9.81 496 | 2.27 439 | 11.39 478 | 5.70 374 | 2.74 389 | 17.40 581 | 5.20 477 | 28.01 554 | 21.50 478 | 18.70 520 | 28.46 536 | 14.96 455 | 12.86 519 | 13.80 478 | 9.68 512 | 0.24 401 | 0.97 503 | 0.06 398 | 0.16 372 | 0.51 448 | 1.48 417 |
|
| test_sample3 |  | 9.46 486 | 2.24 429 | 11.38 477 | 5.72 376 | 2.79 399 | 18.29 594 | 5.20 477 | 27.54 548 | 21.43 476 | 18.03 506 | 21.98 467 | 16.47 481 | 11.22 478 | 13.58 470 | 9.99 516 | 0.24 401 | 0.96 498 | 0.05 381 | 0.17 377 | 0.47 431 | 1.39 393 |
|
| GANet-ADL |  | 8.73 464 | 2.80 510 | 9.48 387 | 7.87 544 | 2.77 397 | 12.88 483 | 5.29 479 | 29.97 583 | 25.61 535 | 14.50 413 | 16.64 380 | 17.02 489 | 7.60 406 | 11.61 361 | 8.01 468 | 0.51 503 | 0.40 323 | 0.10 451 | 0.12 332 | 0.77 532 | 0.70 197 |
|
| RALCasStereoNet |  | 6.53 371 | 2.84 514 | 8.12 324 | 7.88 545 | 6.12 619 | 6.85 367 | 5.29 479 | 14.66 335 | 13.94 370 | 10.20 329 | 18.18 401 | 10.24 366 | 3.83 226 | 12.33 400 | 5.56 401 | 0.04 114 | 1.88 683 | 0.11 472 | 0.01 157 | 0.26 298 | 2.24 571 |
|
| R-Stereo Train |  | 7.33 411 | 1.62 240 | 9.31 376 | 6.80 475 | 2.33 359 | 7.57 387 | 5.36 481 | 24.47 505 | 7.63 245 | 16.40 456 | 33.07 608 | 12.42 405 | 5.52 326 | 8.06 198 | 5.23 387 | 0.05 154 | 0.05 122 | 0.01 278 | 0.00 1 | 0.12 189 | 0.56 157 |
|
| RAFT-Stereo |   | 7.33 411 | 1.62 240 | 9.31 376 | 6.80 475 | 2.33 359 | 7.57 387 | 5.36 481 | 24.47 505 | 7.63 245 | 16.40 456 | 33.07 608 | 12.42 405 | 5.52 326 | 8.06 198 | 5.23 387 | 0.05 154 | 0.05 122 | 0.01 278 | 0.00 1 | 0.12 189 | 0.56 157 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| LCNet |  | 7.64 423 | 1.41 193 | 6.15 195 | 6.93 486 | 1.35 207 | 9.00 413 | 5.44 483 | 18.37 409 | 11.30 330 | 16.62 464 | 24.39 491 | 14.67 449 | 11.03 471 | 12.03 379 | 4.01 328 | 0.07 228 | 0.02 57 | 0.23 539 | 2.07 687 | 1.00 564 | 6.69 692 |
|
| PWC_ROB |   | 19.21 665 | 12.15 695 | 28.02 672 | 11.02 643 | 6.62 635 | 25.15 648 | 5.47 484 | 36.42 671 | 49.47 710 | 33.19 690 | 44.32 697 | 34.98 676 | 26.66 675 | 32.22 692 | 27.30 677 | 1.71 653 | 0.27 284 | 1.62 662 | 0.37 547 | 2.38 629 | 4.90 667 |
|
| test_5 |  | 8.85 469 | 2.05 372 | 9.51 388 | 11.62 655 | 4.99 546 | 6.74 364 | 5.48 485 | 18.25 405 | 23.57 506 | 16.72 471 | 29.73 556 | 15.54 467 | 10.54 465 | 16.25 535 | 4.02 329 | 0.05 154 | 0.40 323 | 0.27 551 | 0.08 302 | 0.34 349 | 0.81 221 |
|
| knoymous |  | 6.46 364 | 1.84 308 | 5.13 140 | 4.31 248 | 1.88 307 | 6.36 346 | 5.55 486 | 15.25 343 | 14.48 380 | 13.85 406 | 21.25 446 | 12.66 411 | 6.63 378 | 13.20 453 | 5.11 382 | 0.19 375 | 0.13 223 | 0.12 477 | 0.00 1 | 0.71 519 | 0.57 164 |
|
| DANet |  | 17.51 643 | 8.91 666 | 27.61 670 | 14.94 696 | 7.48 652 | 22.67 630 | 5.66 487 | 27.33 545 | 26.64 545 | 32.62 688 | 36.27 643 | 37.40 685 | 30.07 693 | 31.65 689 | 26.09 668 | 1.30 636 | 1.46 661 | 2.33 676 | 0.53 600 | 3.54 655 | 5.69 678 |
| Z Ling, K Yang, J Li, Y Zhang, X Gao, L Luo, L Xie: Domain-adaptive modules for stereo matching network. Neurocomputing 2021 |
| DRaft |  | 9.41 483 | 1.56 233 | 10.09 414 | 4.18 228 | 0.92 130 | 12.87 482 | 5.68 488 | 17.40 394 | 29.75 572 | 21.24 574 | 38.12 657 | 9.96 362 | 13.97 547 | 11.81 368 | 8.08 469 | 0.66 544 | 0.30 298 | 0.07 419 | 0.26 464 | 0.33 342 | 0.88 240 |
|
| DEmStereo |  | 9.07 477 | 1.70 262 | 10.89 461 | 4.86 286 | 1.23 186 | 11.51 459 | 5.70 489 | 14.24 317 | 27.02 550 | 22.33 592 | 32.56 603 | 11.70 387 | 15.04 562 | 11.83 369 | 8.53 481 | 0.31 429 | 0.16 238 | 0.02 323 | 0.09 310 | 0.11 180 | 1.47 414 |
|
| LMCR-Stereo |   | 11.32 551 | 4.98 601 | 11.87 499 | 14.09 686 | 4.01 480 | 16.97 577 | 5.70 489 | 26.41 532 | 23.41 505 | 22.57 595 | 22.11 470 | 15.18 460 | 15.44 570 | 21.48 631 | 17.57 602 | 2.29 661 | 0.04 96 | 0.00 1 | 0.03 222 | 1.53 597 | 0.65 178 |
|
| gwcnet-sp |  | 10.26 514 | 3.56 561 | 15.31 568 | 6.59 449 | 4.30 501 | 15.71 539 | 5.71 491 | 26.09 523 | 25.15 526 | 21.68 580 | 21.77 453 | 15.01 456 | 16.42 585 | 15.21 518 | 10.76 531 | 0.12 314 | 0.20 253 | 0.02 323 | 0.09 310 | 0.63 496 | 0.86 233 |
|
| scenet |  | 10.26 514 | 3.56 561 | 15.31 568 | 6.59 449 | 4.30 501 | 15.71 539 | 5.71 491 | 26.09 523 | 25.15 526 | 21.68 580 | 21.77 453 | 15.01 456 | 16.42 585 | 15.21 518 | 10.76 531 | 0.12 314 | 0.20 253 | 0.02 323 | 0.09 310 | 0.63 496 | 0.86 233 |
|
| ssnet |  | 10.26 514 | 3.56 561 | 15.31 568 | 6.59 449 | 4.30 501 | 15.71 539 | 5.71 491 | 26.09 523 | 25.15 526 | 21.68 580 | 21.77 453 | 15.01 456 | 16.42 585 | 15.21 518 | 10.76 531 | 0.12 314 | 0.20 253 | 0.02 323 | 0.09 310 | 0.63 496 | 0.86 233 |
|
| test_sample5 |  | 10.07 507 | 2.24 429 | 11.22 475 | 5.82 386 | 2.68 386 | 16.15 553 | 5.79 494 | 27.87 552 | 21.59 481 | 19.26 536 | 32.74 606 | 15.92 473 | 12.97 520 | 14.33 488 | 9.26 500 | 0.27 417 | 0.98 508 | 0.07 419 | 0.17 377 | 0.57 470 | 1.49 420 |
|
| DualNet |  | 10.19 512 | 2.24 429 | 11.22 475 | 5.82 386 | 2.68 386 | 16.15 553 | 5.79 494 | 27.87 552 | 21.59 481 | 20.28 547 | 34.11 625 | 15.92 473 | 12.97 520 | 14.33 488 | 9.26 500 | 0.27 417 | 0.98 508 | 0.07 419 | 0.17 377 | 0.57 470 | 1.49 420 |
|
| TestStereo_HL3 |  | 7.26 404 | 1.61 237 | 11.64 490 | 4.14 221 | 2.10 330 | 11.84 464 | 5.81 496 | 14.32 319 | 8.93 292 | 13.77 403 | 33.87 621 | 12.38 403 | 9.80 455 | 11.51 357 | 2.94 265 | 0.15 338 | 0.05 122 | 0.02 323 | 0.01 157 | 0.11 180 | 0.27 74 |
|
| PFNet |  | 8.10 441 | 1.75 278 | 12.34 513 | 7.54 527 | 2.40 365 | 7.41 383 | 5.81 496 | 23.83 500 | 17.85 432 | 20.78 561 | 17.57 388 | 15.22 461 | 7.72 409 | 13.37 462 | 6.46 440 | 0.33 436 | 0.20 253 | 0.12 477 | 0.19 403 | 0.32 334 | 0.77 215 |
|
| NLCA_NET_v2_RVC |  | 12.58 581 | 4.09 577 | 18.25 613 | 8.26 558 | 5.83 600 | 14.72 516 | 5.85 498 | 33.49 635 | 27.86 559 | 22.14 589 | 32.16 599 | 24.94 596 | 14.01 548 | 16.19 530 | 16.82 598 | 0.90 585 | 0.35 311 | 0.37 577 | 0.58 611 | 1.51 595 | 3.31 637 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhidong Zhu, Bo Li, and Renjie He.: NLCA-Net: A non-local context attention network for stereo matching. |
| DCRE |  | 6.73 376 | 2.11 390 | 9.19 370 | 7.76 538 | 4.90 540 | 7.81 394 | 5.86 499 | 16.46 368 | 11.38 333 | 9.61 326 | 22.55 472 | 11.84 393 | 6.35 363 | 11.09 325 | 3.63 311 | 0.04 114 | 1.19 607 | 0.06 398 | 0.37 547 | 0.15 224 | 2.23 568 |
|
| SCION-MonSter |   | 17.56 644 | 7.23 640 | 21.98 649 | 13.10 682 | 8.69 683 | 37.15 711 | 5.87 500 | 27.41 546 | 47.53 700 | 19.88 545 | 46.76 706 | 18.67 523 | 19.23 628 | 23.78 646 | 32.28 703 | 0.98 602 | 0.23 266 | 6.48 713 | 5.09 720 | 5.86 689 | 2.95 626 |
|
| CFNet-ft |   | 10.46 525 | 3.02 529 | 7.10 268 | 7.69 532 | 5.42 572 | 16.93 572 | 5.92 501 | 22.83 486 | 22.31 491 | 15.81 444 | 30.40 564 | 26.42 610 | 15.19 565 | 13.60 472 | 12.18 552 | 0.14 327 | 0.10 202 | 1.87 666 | 0.34 531 | 1.22 577 | 0.73 206 |
|
| CFNet_RVC |  | 10.46 525 | 3.02 529 | 7.10 268 | 7.69 532 | 5.42 572 | 16.93 572 | 5.92 501 | 22.82 485 | 22.31 491 | 15.81 444 | 30.40 564 | 26.41 609 | 15.19 565 | 13.60 472 | 12.19 553 | 0.14 327 | 0.10 202 | 1.87 666 | 0.34 531 | 1.22 577 | 0.73 206 |
|
| raft+_RVC |  | 7.10 399 | 2.37 467 | 6.59 241 | 6.94 488 | 5.82 599 | 6.35 345 | 5.97 503 | 21.05 461 | 23.63 508 | 10.90 344 | 17.95 392 | 9.80 359 | 5.55 329 | 11.49 353 | 4.47 359 | 0.04 114 | 1.50 664 | 0.00 1 | 0.00 1 | 0.38 385 | 1.23 360 |
|
| BEATNet_4x |  | 10.11 509 | 5.82 616 | 14.80 555 | 6.14 406 | 1.55 247 | 13.87 502 | 5.98 504 | 26.24 526 | 18.35 437 | 16.53 460 | 25.41 501 | 18.01 512 | 13.78 540 | 18.01 577 | 12.39 556 | 0.48 491 | 0.18 245 | 0.81 623 | 0.11 327 | 2.02 616 | 1.70 451 |
|
| CAS |  | 5.44 301 | 0.98 72 | 3.95 58 | 17.59 708 | 7.74 663 | 7.82 395 | 6.09 505 | 9.89 214 | 9.40 301 | 4.82 233 | 10.69 303 | 1.93 130 | 1.22 92 | 4.54 74 | 2.47 223 | 10.98 742 | 0.02 57 | 0.00 1 | 0.02 204 | 0.53 453 | 8.19 708 |
|
| IER |  | 10.32 522 | 2.06 375 | 11.88 500 | 4.95 299 | 5.34 566 | 13.34 493 | 6.11 506 | 27.47 547 | 23.59 507 | 20.37 555 | 30.03 559 | 16.50 482 | 20.42 638 | 14.24 485 | 8.81 486 | 0.16 344 | 0.03 77 | 0.18 516 | 0.10 319 | 0.27 307 | 0.56 157 |
|
| HHNet |  | 7.57 419 | 2.01 357 | 8.03 321 | 3.71 179 | 3.46 447 | 4.93 234 | 6.17 507 | 19.69 438 | 16.27 408 | 20.91 567 | 31.75 588 | 10.56 370 | 5.82 340 | 10.69 306 | 5.10 381 | 0.67 547 | 0.07 166 | 0.21 530 | 0.14 351 | 0.63 496 | 0.54 152 |
|
| EAI-Stereo |  | 5.82 322 | 2.06 375 | 9.08 357 | 6.23 414 | 2.20 348 | 6.24 337 | 6.20 508 | 20.18 447 | 6.36 223 | 10.65 340 | 15.97 370 | 6.31 281 | 3.63 217 | 12.09 384 | 4.88 377 | 0.06 194 | 0.73 427 | 0.04 368 | 1.59 674 | 0.21 263 | 1.67 448 |
|
| ProNet |  | 4.14 246 | 2.35 464 | 7.50 294 | 4.22 234 | 1.47 227 | 5.67 294 | 6.24 509 | 13.78 312 | 7.71 249 | 3.38 184 | 4.93 184 | 3.72 201 | 3.52 211 | 11.52 358 | 2.72 246 | 0.08 255 | 1.32 634 | 0.01 278 | 0.26 464 | 0.47 431 | 2.02 528 |
|
| test_xeample |   | 12.39 576 | 2.09 383 | 10.36 431 | 5.73 377 | 3.06 422 | 18.17 593 | 6.27 510 | 31.98 613 | 24.37 517 | 18.78 524 | 33.92 623 | 19.09 533 | 16.00 579 | 14.60 501 | 39.03 729 | 0.19 375 | 1.32 634 | 0.01 278 | 0.33 526 | 0.36 367 | 2.04 535 |
|
| ac_64 |  | 11.57 559 | 2.13 401 | 11.77 494 | 8.79 575 | 5.51 579 | 19.40 603 | 6.29 511 | 24.72 509 | 15.20 390 | 23.50 606 | 24.91 493 | 33.07 659 | 16.82 592 | 19.33 594 | 17.78 604 | 0.53 505 | 0.15 235 | 0.02 323 | 0.03 222 | 0.35 355 | 1.03 308 |
|
| AdaStereo |  | 10.85 540 | 4.57 589 | 10.79 454 | 9.59 595 | 3.46 447 | 17.49 582 | 6.29 511 | 32.70 620 | 26.07 540 | 19.04 531 | 26.55 516 | 19.60 538 | 10.12 461 | 17.71 575 | 10.38 521 | 1.00 605 | 0.05 122 | 0.42 581 | 0.02 204 | 0.70 515 | 0.46 134 |
| Xiao Song, Guorun Yang, Xinge Zhu, Hui Zhou, Zhe Wang, Jianping Shi: AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021. |
| 3w_stereo |  | 2.85 147 | 1.08 98 | 6.84 254 | 3.00 89 | 0.62 77 | 5.35 268 | 6.31 513 | 7.70 141 | 3.87 139 | 4.12 206 | 5.00 188 | 0.30 15 | 4.15 240 | 4.87 94 | 1.71 146 | 0.00 1 | 1.02 548 | 0.00 1 | 0.24 443 | 0.03 34 | 0.87 239 |
|
| MM-Stereo_test3 |  | 6.01 345 | 1.69 260 | 6.25 206 | 6.36 429 | 5.46 575 | 4.64 190 | 6.31 513 | 20.05 444 | 24.24 516 | 8.85 315 | 11.38 317 | 7.22 301 | 2.79 182 | 9.11 243 | 3.08 277 | 0.11 297 | 0.92 488 | 0.00 1 | 0.02 204 | 0.54 463 | 1.11 331 |
|
| GES |  | 9.01 475 | 2.61 502 | 12.88 522 | 6.76 469 | 2.02 323 | 13.08 487 | 6.33 515 | 22.23 477 | 22.21 489 | 19.80 544 | 26.73 518 | 8.97 342 | 11.01 468 | 14.41 492 | 8.35 478 | 0.54 512 | 0.10 202 | 0.30 568 | 0.15 361 | 0.82 544 | 0.99 292 |
|
| ICVP |  | 10.54 532 | 2.11 390 | 7.49 292 | 9.62 596 | 3.41 444 | 13.85 501 | 6.34 516 | 26.81 538 | 23.24 499 | 16.90 472 | 31.76 589 | 27.31 619 | 12.81 518 | 12.18 389 | 12.47 560 | 1.59 644 | 0.58 388 | 0.19 522 | 0.13 337 | 0.63 496 | 1.45 407 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| acv_ft |  | 12.59 582 | 2.25 433 | 13.50 536 | 8.30 560 | 6.23 623 | 19.81 609 | 6.34 516 | 26.43 533 | 35.15 630 | 26.38 640 | 30.67 570 | 24.65 587 | 14.91 559 | 16.47 541 | 19.16 618 | 0.16 344 | 0.01 21 | 0.06 398 | 0.07 290 | 0.74 525 | 0.43 124 |
|
| test_sample6 |  | 10.49 527 | 2.24 429 | 11.49 481 | 5.91 393 | 2.48 370 | 16.12 552 | 6.37 518 | 28.98 566 | 22.48 493 | 20.28 547 | 34.11 625 | 17.08 490 | 13.28 527 | 14.57 498 | 10.61 528 | 0.32 433 | 0.95 497 | 0.10 451 | 0.19 403 | 0.59 480 | 1.61 438 |
|
| 1w_stereo |  | 3.18 173 | 0.88 46 | 4.34 76 | 3.77 183 | 2.15 341 | 4.45 172 | 6.50 519 | 7.10 116 | 5.69 193 | 3.58 189 | 7.40 246 | 0.28 11 | 4.26 244 | 8.58 220 | 2.83 261 | 0.05 154 | 0.64 404 | 0.00 1 | 0.01 157 | 0.02 6 | 1.16 344 |
|
| Occ-G |  | 4.14 246 | 1.50 221 | 5.89 176 | 3.82 189 | 1.88 307 | 3.75 122 | 6.51 520 | 8.68 172 | 6.38 224 | 4.81 231 | 8.44 261 | 9.56 356 | 4.31 246 | 10.00 282 | 4.16 338 | 0.05 154 | 0.84 460 | 0.00 1 | 0.19 403 | 0.23 273 | 1.71 452 |
|
| DStereoRT |  | 15.11 623 | 3.13 536 | 12.14 510 | 10.85 637 | 5.50 576 | 19.00 602 | 6.55 521 | 27.62 551 | 28.26 565 | 16.32 453 | 24.94 495 | 11.64 384 | 14.90 558 | 17.44 565 | 10.77 535 | 1.61 648 | 1.40 648 | 58.44 775 | 26.72 763 | 0.60 486 | 4.44 658 |
|
| SMOE |  | 6.44 361 | 1.85 311 | 7.88 315 | 5.24 327 | 1.36 208 | 14.51 514 | 6.59 522 | 18.47 413 | 12.01 342 | 12.39 361 | 14.90 358 | 9.78 358 | 7.37 400 | 6.98 151 | 3.73 317 | 0.45 485 | 0.02 57 | 2.34 677 | 0.17 377 | 0.53 453 | 2.23 568 |
|
| HBP-ISP |  | 13.07 595 | 8.80 665 | 8.99 353 | 8.11 555 | 4.55 522 | 13.48 496 | 6.60 523 | 29.09 569 | 30.50 578 | 21.33 575 | 36.14 640 | 16.62 483 | 19.42 629 | 20.92 620 | 12.81 564 | 3.63 686 | 2.61 703 | 7.18 721 | 4.12 709 | 3.74 658 | 2.69 611 |
|
| DeepPruner_ROB |  | 11.28 549 | 5.83 617 | 15.23 564 | 6.93 486 | 4.50 518 | 10.08 425 | 6.62 524 | 36.65 674 | 20.17 464 | 18.12 509 | 27.95 529 | 23.10 571 | 13.43 529 | 20.08 602 | 11.90 547 | 1.16 627 | 0.51 360 | 0.23 539 | 0.17 377 | 1.11 571 | 1.91 492 |
|
| mmm |  | 8.54 454 | 2.13 401 | 10.21 421 | 5.81 384 | 2.96 416 | 14.00 505 | 6.67 525 | 19.28 430 | 12.59 349 | 16.95 477 | 24.40 492 | 17.83 510 | 10.70 466 | 12.90 433 | 9.42 508 | 0.17 351 | 1.28 627 | 0.50 591 | 0.60 612 | 0.44 415 | 2.03 532 |
|
| PSMNet-RSSM |  | 10.31 519 | 2.47 482 | 7.79 309 | 7.85 543 | 4.38 509 | 10.47 435 | 6.67 525 | 29.67 576 | 22.25 490 | 16.62 464 | 33.75 619 | 23.30 575 | 14.58 555 | 13.91 481 | 10.56 525 | 0.23 396 | 0.09 189 | 0.07 419 | 0.24 443 | 0.87 551 | 0.48 139 |
|
| rvit_0105_5 |  | 8.01 437 | 3.69 568 | 17.73 606 | 10.42 622 | 1.61 257 | 7.29 376 | 6.68 527 | 18.33 407 | 25.98 539 | 10.45 332 | 10.46 297 | 15.53 466 | 11.01 468 | 12.87 431 | 5.37 392 | 0.44 480 | 0.41 330 | 0.00 1 | 0.15 361 | 0.70 515 | 1.08 319 |
|
| GwcNet-RSSM |  | 11.34 553 | 2.72 507 | 10.26 426 | 7.24 511 | 5.38 568 | 12.67 479 | 6.70 528 | 26.70 537 | 31.93 595 | 17.56 493 | 34.45 630 | 24.37 586 | 15.77 574 | 13.70 475 | 15.31 581 | 0.19 375 | 0.20 253 | 0.14 493 | 0.05 263 | 0.81 541 | 0.64 175 |
|
| ACV-stereo |  | 12.12 570 | 6.01 623 | 30.51 680 | 7.45 519 | 3.42 445 | 21.69 623 | 6.74 529 | 22.11 476 | 20.81 470 | 17.88 502 | 21.26 447 | 26.73 615 | 17.28 599 | 20.80 616 | 14.16 571 | 0.79 569 | 1.10 577 | 0.17 511 | 0.09 310 | 0.67 510 | 2.66 607 |
|
| FADNet |  | 14.77 621 | 11.96 690 | 39.55 705 | 8.50 566 | 6.64 636 | 18.53 597 | 6.74 529 | 35.70 659 | 35.06 628 | 19.21 534 | 28.06 531 | 28.14 620 | 13.94 546 | 18.54 585 | 11.61 546 | 0.48 491 | 0.75 435 | 0.38 579 | 0.49 592 | 9.17 706 | 2.05 539 |
|
| RASNet |  | 12.38 575 | 2.58 496 | 12.48 518 | 6.76 469 | 5.97 611 | 16.37 560 | 6.74 529 | 34.99 652 | 22.20 488 | 17.44 487 | 33.11 610 | 22.81 569 | 24.84 660 | 20.33 606 | 18.27 609 | 1.16 627 | 0.05 122 | 0.06 398 | 0.01 157 | 0.27 307 | 1.06 314 |
|
| MM-Stereo_test1 |  | 5.41 298 | 1.55 231 | 6.52 236 | 5.96 396 | 1.09 161 | 4.88 223 | 6.82 532 | 14.32 319 | 12.83 351 | 13.28 389 | 10.54 299 | 5.88 267 | 6.54 371 | 11.72 362 | 2.75 248 | 0.18 362 | 1.13 586 | 0.00 1 | 0.02 204 | 0.48 433 | 1.73 454 |
|
| CoDeX |  | 9.58 489 | 2.12 394 | 10.82 457 | 6.52 442 | 3.76 461 | 16.55 566 | 6.82 532 | 26.62 536 | 25.63 536 | 17.50 490 | 25.62 503 | 14.70 451 | 11.81 498 | 12.82 428 | 7.88 464 | 0.42 474 | 0.20 253 | 0.15 498 | 0.02 204 | 0.36 367 | 1.28 369 |
|
| rvit_0105_4 |  | 7.09 397 | 3.33 548 | 16.60 590 | 10.68 629 | 1.59 251 | 5.89 310 | 6.84 534 | 14.50 329 | 23.99 512 | 7.31 293 | 9.49 278 | 13.18 427 | 9.62 452 | 12.33 400 | 4.32 350 | 0.39 460 | 0.46 344 | 0.00 1 | 0.02 204 | 0.67 510 | 0.68 187 |
|
| FADNet-RVC |  | 13.86 611 | 12.75 699 | 41.65 709 | 8.64 570 | 4.63 530 | 16.45 563 | 6.89 535 | 28.91 564 | 24.20 515 | 20.89 565 | 31.44 582 | 26.73 615 | 11.37 483 | 21.58 633 | 15.91 587 | 0.25 409 | 0.14 231 | 0.14 493 | 0.24 443 | 2.97 638 | 1.50 425 |
|
| SFCPSM |  | 9.16 481 | 1.72 271 | 12.32 512 | 5.64 357 | 3.51 450 | 16.58 567 | 6.93 536 | 31.11 598 | 26.15 541 | 17.05 480 | 20.08 426 | 11.05 377 | 9.94 456 | 12.55 417 | 6.05 417 | 0.36 448 | 0.17 242 | 0.37 577 | 0.22 419 | 0.40 395 | 1.01 296 |
|
| PWCDC_ROB |   | 18.66 659 | 11.24 683 | 21.32 644 | 18.82 715 | 8.08 672 | 25.75 654 | 6.94 537 | 35.08 653 | 53.33 728 | 30.37 673 | 49.70 718 | 20.87 549 | 21.63 651 | 31.05 688 | 22.39 634 | 6.94 722 | 0.28 291 | 0.10 451 | 0.06 277 | 5.98 691 | 3.22 634 |
|
| castereo |  | 4.17 249 | 1.71 263 | 4.94 124 | 4.23 242 | 1.13 166 | 6.25 338 | 6.97 538 | 10.76 238 | 16.22 405 | 3.25 180 | 7.74 253 | 3.55 197 | 7.25 398 | 5.61 115 | 2.63 238 | 0.04 114 | 0.38 318 | 0.00 1 | 0.26 464 | 0.08 133 | 0.44 127 |
|
| FADNet-RVC-Resample |  | 12.31 571 | 5.22 604 | 32.28 688 | 10.14 609 | 4.08 485 | 14.97 526 | 6.98 539 | 26.54 534 | 24.42 518 | 23.72 608 | 29.31 546 | 19.87 540 | 15.01 561 | 16.26 536 | 10.61 528 | 0.65 541 | 0.52 363 | 0.48 589 | 0.54 603 | 1.52 596 | 3.09 631 |
|
| GwcNet-ADL |  | 8.81 468 | 2.00 354 | 10.21 421 | 7.70 535 | 2.82 401 | 6.99 370 | 7.05 540 | 30.58 589 | 26.21 543 | 15.71 441 | 17.65 389 | 13.93 440 | 6.83 389 | 13.90 480 | 11.43 542 | 0.49 495 | 0.76 441 | 0.01 278 | 0.01 157 | 0.55 464 | 1.46 410 |
|
| monster_256*512 |  | 6.06 347 | 1.89 321 | 6.13 193 | 5.70 374 | 3.35 438 | 5.43 269 | 7.17 541 | 24.92 510 | 14.80 383 | 7.98 300 | 10.76 309 | 12.47 407 | 7.55 403 | 7.51 175 | 4.05 332 | 0.07 228 | 0.00 1 | 0.00 1 | 0.02 204 | 0.45 421 | 0.93 262 |
|
| coex_refinement |  | 12.03 566 | 2.30 447 | 8.72 342 | 8.56 567 | 5.30 564 | 16.95 575 | 7.17 541 | 31.75 609 | 32.48 600 | 18.92 529 | 31.46 583 | 25.97 606 | 12.98 522 | 14.55 497 | 21.39 631 | 0.33 436 | 0.06 151 | 0.02 323 | 0.10 319 | 0.49 442 | 1.18 352 |
|
| STTStereo |  | 13.60 605 | 5.63 614 | 28.73 675 | 8.07 552 | 5.65 586 | 13.97 504 | 7.17 541 | 31.25 600 | 26.70 548 | 25.59 628 | 32.06 598 | 31.71 647 | 14.71 556 | 17.24 561 | 16.46 595 | 0.29 425 | 0.40 323 | 0.71 611 | 1.43 668 | 1.31 582 | 2.82 617 |
|
| iResNetv2_ROB |  | 12.78 588 | 4.09 577 | 15.60 573 | 6.44 440 | 3.75 460 | 14.86 517 | 7.17 541 | 34.46 646 | 37.12 640 | 26.06 635 | 34.81 634 | 29.76 627 | 16.32 581 | 14.77 508 | 7.67 458 | 0.31 429 | 0.03 77 | 0.12 477 | 0.01 157 | 0.94 558 | 1.23 360 |
|
| RAFT+CT+SA |  | 7.76 432 | 2.01 357 | 7.56 298 | 11.32 650 | 3.31 436 | 4.60 186 | 7.19 545 | 17.21 387 | 27.40 553 | 10.43 331 | 27.34 522 | 7.63 316 | 7.83 410 | 15.46 523 | 3.51 302 | 0.03 91 | 0.39 321 | 0.18 516 | 0.46 581 | 0.33 342 | 0.93 262 |
|
| HGLStereo |  | 13.21 599 | 3.45 554 | 14.01 543 | 10.32 617 | 7.72 662 | 15.72 542 | 7.19 545 | 31.94 612 | 28.12 562 | 20.83 563 | 36.16 642 | 26.61 611 | 20.82 640 | 18.74 587 | 19.63 621 | 1.01 607 | 0.22 264 | 0.07 419 | 0.08 302 | 0.59 480 | 1.00 294 |
|
| HSM-Net_RVC |   | 11.37 555 | 1.57 234 | 6.32 212 | 5.99 398 | 2.67 385 | 20.99 617 | 7.19 545 | 28.50 557 | 28.64 566 | 21.03 570 | 25.84 505 | 33.64 665 | 16.37 584 | 16.83 553 | 10.76 531 | 0.21 386 | 0.08 178 | 0.02 323 | 0.00 1 | 0.16 233 | 0.55 154 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| qqq |  | 7.72 429 | 2.15 407 | 10.06 412 | 5.01 303 | 1.82 301 | 8.62 407 | 7.27 548 | 21.10 463 | 13.53 364 | 12.48 362 | 18.71 408 | 16.17 476 | 12.10 502 | 12.08 382 | 9.26 500 | 0.08 255 | 1.35 642 | 0.02 323 | 0.36 542 | 0.36 367 | 1.93 494 |
|
| GANet-RSSM |  | 10.17 510 | 2.02 361 | 8.21 326 | 7.09 498 | 5.57 582 | 13.17 490 | 7.29 549 | 27.27 544 | 19.65 459 | 15.81 444 | 28.83 541 | 26.18 607 | 16.33 582 | 14.58 500 | 9.28 504 | 0.25 409 | 0.27 284 | 0.16 508 | 0.04 244 | 0.65 502 | 0.72 203 |
|
| rvit_stereo_0080 |  | 4.27 256 | 2.89 516 | 9.02 354 | 4.10 217 | 1.93 313 | 4.06 141 | 7.35 550 | 10.37 224 | 8.86 290 | 5.39 254 | 7.51 249 | 6.20 278 | 4.36 248 | 7.08 157 | 4.75 369 | 0.45 485 | 0.01 21 | 0.00 1 | 0.00 1 | 0.59 480 | 0.45 130 |
|
| whm_eth |  | 4.27 256 | 2.89 516 | 9.02 354 | 4.10 217 | 1.93 313 | 4.06 141 | 7.35 550 | 10.37 224 | 8.86 290 | 5.39 254 | 7.51 249 | 6.20 278 | 4.36 248 | 7.08 157 | 4.75 369 | 0.45 485 | 0.01 21 | 0.00 1 | 0.00 1 | 0.59 480 | 0.45 130 |
|
| IGEV_i1 |  | 8.79 467 | 1.83 306 | 11.53 485 | 6.56 445 | 2.18 347 | 16.39 561 | 7.40 552 | 20.85 459 | 16.59 418 | 17.30 484 | 17.67 390 | 18.22 514 | 9.15 443 | 15.11 516 | 8.42 479 | 0.45 485 | 1.19 607 | 1.10 643 | 1.15 657 | 0.31 333 | 2.45 594 |
|
| ffm |  | 8.89 471 | 2.34 458 | 12.99 527 | 6.28 420 | 3.81 465 | 12.43 473 | 7.47 553 | 19.77 439 | 16.80 422 | 16.64 466 | 32.03 593 | 17.29 493 | 11.78 494 | 11.11 326 | 2.34 209 | 0.05 154 | 1.17 596 | 0.80 619 | 0.37 547 | 0.29 321 | 2.07 542 |
|
| ff1 |  | 10.31 519 | 2.34 458 | 12.99 527 | 6.28 420 | 3.81 465 | 12.43 473 | 7.47 553 | 19.77 439 | 16.80 422 | 16.64 466 | 32.03 593 | 17.29 493 | 11.78 494 | 17.54 569 | 24.30 650 | 0.05 154 | 1.17 596 | 0.80 619 | 0.37 547 | 0.29 321 | 2.07 542 |
|
| mmx |  | 11.59 560 | 2.34 458 | 12.99 527 | 6.28 420 | 3.81 465 | 12.43 473 | 7.47 553 | 32.76 622 | 28.92 567 | 16.64 466 | 32.03 593 | 17.29 493 | 11.78 494 | 17.54 569 | 24.30 650 | 0.24 401 | 1.21 618 | 0.80 619 | 0.37 547 | 0.65 502 | 1.89 486 |
|
| xxx |   | 11.59 560 | 2.34 458 | 12.99 527 | 6.28 420 | 3.81 465 | 12.43 473 | 7.47 553 | 32.75 621 | 28.92 567 | 16.64 466 | 32.03 593 | 17.29 493 | 11.78 494 | 17.54 569 | 24.30 650 | 0.24 401 | 1.21 618 | 0.80 619 | 0.37 547 | 0.65 502 | 1.89 486 |
|
| G2L-ROB |  | 9.96 501 | 2.29 442 | 9.59 392 | 6.06 401 | 4.08 485 | 12.02 469 | 7.60 557 | 29.90 582 | 18.79 451 | 20.31 553 | 22.15 471 | 22.44 566 | 13.11 525 | 17.47 568 | 12.03 548 | 0.03 91 | 0.01 21 | 0.01 278 | 0.02 204 | 0.27 307 | 1.07 317 |
|
| psmg |  | 10.36 524 | 1.86 312 | 9.14 366 | 5.58 351 | 4.12 490 | 15.74 543 | 7.65 558 | 30.05 584 | 23.28 500 | 21.80 584 | 26.26 510 | 22.14 563 | 13.58 534 | 14.72 503 | 9.53 509 | 0.36 448 | 0.13 223 | 0.17 511 | 0.04 244 | 0.44 415 | 0.67 182 |
|
| DAS |  | 11.51 557 | 2.60 498 | 15.62 575 | 9.37 589 | 6.27 628 | 16.04 546 | 7.71 559 | 22.70 483 | 33.92 614 | 19.53 538 | 29.03 542 | 19.51 536 | 19.10 624 | 17.44 565 | 8.98 489 | 0.78 565 | 0.02 57 | 0.29 564 | 0.01 157 | 0.48 433 | 0.81 221 |
|
| SepStereo |  | 12.04 567 | 2.60 498 | 15.62 575 | 9.37 589 | 6.27 628 | 16.04 546 | 7.71 559 | 22.70 483 | 33.92 614 | 19.53 538 | 29.03 542 | 19.51 536 | 19.10 624 | 27.97 672 | 8.98 489 | 0.78 565 | 0.02 57 | 0.29 564 | 0.01 157 | 0.48 433 | 0.81 221 |
|
| S |  | 7.11 400 | 1.92 333 | 8.29 332 | 4.58 266 | 6.07 617 | 16.92 571 | 7.72 561 | 16.13 359 | 16.51 415 | 14.01 407 | 17.45 386 | 6.36 282 | 9.00 438 | 8.11 200 | 4.24 346 | 0.75 555 | 0.24 273 | 0.60 601 | 0.44 578 | 0.58 473 | 2.32 582 |
|
| AASNet |  | 13.05 593 | 3.27 544 | 12.23 511 | 10.28 614 | 6.90 642 | 17.61 583 | 7.88 562 | 41.14 705 | 38.29 650 | 23.20 602 | 29.62 553 | 16.85 487 | 15.59 572 | 15.50 524 | 19.03 616 | 0.39 460 | 0.03 77 | 0.78 616 | 0.05 263 | 1.32 584 | 1.08 319 |
|
| KYRaft |  | 9.17 482 | 1.39 188 | 7.74 307 | 7.07 496 | 1.03 150 | 8.05 402 | 7.90 563 | 23.72 497 | 9.22 299 | 21.43 578 | 31.08 576 | 22.52 568 | 8.03 414 | 12.21 391 | 3.16 282 | 0.10 288 | 0.02 57 | 0.05 381 | 0.67 618 | 0.46 428 | 17.51 748 |
|
| TransformOpticalFlow |  | 7.95 436 | 2.10 386 | 9.83 403 | 6.06 401 | 1.24 190 | 6.82 366 | 7.98 564 | 18.60 416 | 14.06 374 | 14.93 422 | 28.79 539 | 18.74 525 | 11.03 471 | 12.79 426 | 4.12 337 | 0.06 194 | 0.04 96 | 0.21 530 | 0.04 244 | 0.21 263 | 1.27 366 |
|
| test_sample2 |  | 8.68 462 | 1.84 308 | 9.64 395 | 5.53 345 | 2.43 368 | 13.92 503 | 8.00 565 | 21.09 462 | 16.82 425 | 14.92 420 | 22.73 474 | 19.44 535 | 13.75 538 | 12.99 435 | 6.85 446 | 0.15 338 | 1.15 594 | 0.07 419 | 0.20 408 | 0.35 355 | 1.78 462 |
|
| UCFNet_RVC |  | 10.01 506 | 2.81 511 | 6.11 191 | 7.31 513 | 3.92 473 | 16.80 570 | 8.00 565 | 28.68 562 | 20.81 470 | 16.57 461 | 23.35 482 | 25.82 604 | 13.06 524 | 13.55 468 | 9.18 497 | 0.12 314 | 0.06 151 | 1.19 647 | 0.32 515 | 1.47 593 | 1.06 314 |
|
| HSM |  | 11.89 565 | 2.32 453 | 8.70 341 | 6.70 466 | 4.10 487 | 16.45 563 | 8.06 567 | 30.42 587 | 20.31 467 | 23.35 604 | 26.42 515 | 41.60 708 | 17.59 607 | 20.66 612 | 9.57 511 | 0.11 297 | 0.03 77 | 0.01 278 | 0.01 157 | 0.24 280 | 1.22 357 |
|
| PStereo |  | 12.31 571 | 21.56 737 | 5.58 163 | 4.36 251 | 1.26 195 | 10.70 443 | 8.09 568 | 17.21 387 | 37.98 648 | 12.24 359 | 1.65 72 | 11.82 391 | 11.01 468 | 24.87 655 | 34.94 712 | 11.80 746 | 1.85 681 | 1.50 660 | 0.88 635 | 15.91 738 | 11.01 731 |
|
| sAnonymous2 |  | 6.98 394 | 7.12 635 | 20.67 639 | 9.13 584 | 5.40 569 | 5.28 259 | 8.11 569 | 16.71 379 | 11.50 336 | 5.04 240 | 9.17 271 | 3.77 203 | 8.23 418 | 7.84 189 | 3.15 280 | 0.11 297 | 0.07 166 | 0.06 398 | 0.28 485 | 10.80 719 | 7.09 697 |
|
| CroCo_RVC |  | 6.98 394 | 7.12 635 | 20.67 639 | 9.13 584 | 5.40 569 | 5.28 259 | 8.11 569 | 16.71 379 | 11.50 336 | 5.04 240 | 9.17 271 | 3.77 203 | 8.23 418 | 7.84 189 | 3.15 280 | 0.11 297 | 0.07 166 | 0.06 398 | 0.28 485 | 10.80 719 | 7.09 697 |
|
| rvit_stereo_ft |  | 5.02 286 | 3.45 554 | 10.80 456 | 11.76 660 | 2.76 396 | 4.08 147 | 8.16 571 | 10.64 234 | 10.63 322 | 4.34 212 | 6.39 229 | 6.65 290 | 4.63 277 | 9.35 257 | 5.82 415 | 0.11 297 | 0.00 1 | 0.00 1 | 0.00 1 | 0.34 349 | 0.42 120 |
|
| RAFT |  | 9.07 477 | 2.76 508 | 10.38 434 | 8.89 579 | 1.24 190 | 13.48 496 | 8.19 572 | 17.14 386 | 17.29 429 | 23.01 600 | 19.34 419 | 20.06 542 | 11.13 475 | 17.79 576 | 6.43 438 | 0.09 270 | 1.12 584 | 0.28 559 | 0.02 204 | 0.79 536 | 1.94 501 |
|
| rvit_0105_3 |  | 9.68 495 | 4.32 585 | 19.50 627 | 12.22 673 | 1.90 309 | 9.16 417 | 8.63 573 | 19.21 426 | 30.92 585 | 15.42 431 | 14.72 355 | 18.81 527 | 12.18 504 | 15.98 528 | 7.12 449 | 0.67 547 | 0.42 336 | 0.01 278 | 0.49 592 | 0.56 468 | 1.40 396 |
|
| 1111x |  | 12.31 571 | 2.33 455 | 12.13 508 | 5.79 382 | 2.84 402 | 15.49 535 | 8.70 574 | 36.34 669 | 29.33 570 | 16.58 462 | 27.52 524 | 26.70 614 | 15.76 573 | 17.21 560 | 24.79 657 | 0.26 413 | 1.37 644 | 0.04 368 | 0.42 574 | 0.46 428 | 2.07 542 |
|
| ADLNet |  | 12.84 590 | 2.93 520 | 11.94 503 | 8.87 577 | 6.88 641 | 17.96 588 | 8.85 575 | 34.12 638 | 26.67 547 | 27.81 655 | 26.24 509 | 26.84 617 | 15.04 562 | 17.54 569 | 19.94 622 | 0.59 524 | 0.58 388 | 0.24 543 | 0.11 327 | 0.80 540 | 2.85 620 |
|
| YMNet |  | 16.35 632 | 6.51 630 | 23.16 659 | 11.45 652 | 8.85 686 | 25.42 650 | 8.89 576 | 32.99 625 | 32.63 603 | 34.40 697 | 39.12 664 | 34.27 671 | 17.43 603 | 20.90 617 | 22.93 638 | 0.93 591 | 1.30 628 | 1.21 649 | 0.94 636 | 1.77 606 | 1.81 465 |
|
| YMNet_1 |  | 16.35 632 | 6.51 630 | 23.16 659 | 11.45 652 | 8.85 686 | 25.42 650 | 8.89 576 | 32.99 625 | 32.63 603 | 34.40 697 | 39.12 664 | 34.27 671 | 17.43 603 | 20.90 617 | 22.93 638 | 0.93 591 | 1.30 628 | 1.21 649 | 0.94 636 | 1.77 606 | 1.81 465 |
|
| LL-Strereo |  | 11.34 553 | 4.25 583 | 13.90 541 | 9.09 582 | 6.20 621 | 7.31 378 | 8.93 578 | 35.93 662 | 30.30 576 | 16.93 474 | 15.83 368 | 21.85 559 | 17.45 605 | 21.92 635 | 10.25 519 | 0.43 476 | 1.47 662 | 0.74 614 | 0.08 302 | 1.15 572 | 2.71 612 |
|
| BSDual-CNN |  | 10.33 523 | 1.86 312 | 9.14 366 | 7.14 500 | 4.12 490 | 15.83 544 | 8.93 578 | 34.15 640 | 23.28 500 | 18.82 525 | 21.95 464 | 22.14 563 | 13.58 534 | 14.72 503 | 9.53 509 | 0.36 448 | 0.13 223 | 0.15 498 | 0.04 244 | 0.37 373 | 0.46 134 |
|
| hknet |  | 10.77 537 | 1.95 339 | 11.80 495 | 7.14 500 | 3.83 469 | 15.83 544 | 8.93 578 | 34.15 640 | 22.70 495 | 18.82 525 | 21.95 464 | 23.13 572 | 17.03 595 | 16.94 556 | 9.85 514 | 0.28 420 | 0.13 223 | 0.15 498 | 0.04 244 | 0.37 373 | 0.46 134 |
|
| Prome-Stereo |  | 8.22 446 | 1.48 212 | 6.24 205 | 7.06 494 | 1.55 247 | 6.54 358 | 9.08 581 | 21.88 472 | 9.88 308 | 21.12 572 | 32.48 602 | 11.82 391 | 11.59 488 | 11.99 377 | 4.04 331 | 0.08 255 | 0.02 57 | 0.19 522 | 0.12 332 | 0.45 421 | 6.89 696 |
|
| SACVNet |  | 14.10 617 | 5.24 605 | 14.19 547 | 12.11 670 | 6.12 619 | 18.45 595 | 9.11 582 | 33.13 629 | 22.94 496 | 28.79 660 | 33.88 622 | 32.69 656 | 23.78 654 | 20.91 619 | 12.13 551 | 1.08 616 | 0.54 370 | 0.84 626 | 0.48 588 | 1.41 589 | 4.26 655 |
|
| AANet_RVC |  | 13.75 608 | 6.34 627 | 12.90 524 | 8.87 577 | 4.53 521 | 14.09 507 | 9.12 583 | 29.37 573 | 38.32 652 | 23.85 612 | 37.41 649 | 23.55 578 | 17.51 606 | 23.31 643 | 18.56 610 | 2.08 657 | 1.30 628 | 0.25 546 | 0.06 277 | 0.73 522 | 2.87 622 |
|
| test_sample7 |  | 11.16 546 | 2.69 505 | 11.55 487 | 5.82 386 | 2.21 349 | 15.39 534 | 9.15 584 | 29.36 570 | 25.26 529 | 24.82 620 | 21.48 450 | 24.89 591 | 18.88 620 | 14.41 492 | 11.06 538 | 0.78 565 | 1.96 687 | 0.43 583 | 0.14 351 | 0.73 522 | 2.20 565 |
|
| GASNet |  | 17.87 649 | 20.62 732 | 32.66 690 | 21.17 722 | 9.48 696 | 16.26 556 | 9.15 584 | 45.00 731 | 40.55 663 | 26.16 636 | 24.34 489 | 33.05 658 | 15.45 571 | 29.82 681 | 18.15 608 | 3.79 689 | 0.28 291 | 1.87 666 | 0.51 596 | 7.06 694 | 1.97 506 |
|
| iResNet |  | 11.06 544 | 4.16 580 | 16.83 593 | 7.89 546 | 2.23 350 | 15.59 537 | 9.17 586 | 24.49 507 | 29.14 569 | 20.78 561 | 31.13 578 | 16.87 488 | 11.58 486 | 15.45 522 | 12.50 561 | 0.64 540 | 0.05 122 | 0.02 323 | 0.10 319 | 0.79 536 | 1.71 452 |
|
| UPFNet |  | 12.31 571 | 2.15 407 | 11.91 501 | 7.90 547 | 7.21 650 | 20.03 611 | 9.28 587 | 29.44 574 | 27.18 552 | 20.88 564 | 30.86 574 | 21.23 551 | 18.11 611 | 19.60 596 | 17.41 601 | 0.55 514 | 0.57 383 | 0.26 548 | 0.07 290 | 0.67 510 | 0.92 255 |
|
| GMM-Stereo |  | 8.44 452 | 1.27 156 | 7.36 290 | 6.64 458 | 2.56 381 | 10.00 422 | 9.29 588 | 23.79 499 | 11.33 332 | 17.96 504 | 29.59 552 | 17.14 491 | 7.59 405 | 11.77 365 | 4.61 364 | 0.13 322 | 0.01 21 | 0.24 543 | 0.94 636 | 0.49 442 | 6.14 685 |
|
| G2L-Stereo |  | 10.65 534 | 2.78 509 | 11.19 473 | 7.63 528 | 4.24 497 | 8.87 412 | 9.35 589 | 29.83 581 | 23.03 497 | 19.75 542 | 26.33 514 | 23.15 574 | 12.08 501 | 16.39 538 | 16.43 593 | 0.34 442 | 0.04 96 | 0.09 438 | 0.01 157 | 0.41 399 | 1.05 312 |
|
| NVstereo2D |  | 15.77 628 | 4.01 575 | 17.73 606 | 9.96 604 | 8.10 673 | 30.36 682 | 9.52 590 | 43.10 717 | 43.12 678 | 15.45 433 | 28.03 530 | 23.46 576 | 16.84 593 | 24.62 651 | 17.06 599 | 3.35 684 | 0.87 472 | 1.76 665 | 1.13 655 | 7.76 699 | 9.19 717 |
|
| MyStereo07 |  | 4.80 274 | 2.38 470 | 6.21 198 | 6.63 455 | 4.77 536 | 6.47 354 | 9.60 591 | 16.70 378 | 5.88 209 | 4.81 231 | 5.77 220 | 3.13 180 | 5.68 333 | 12.07 381 | 2.46 222 | 0.09 270 | 1.33 638 | 0.03 348 | 0.32 515 | 0.74 525 | 0.93 262 |
|
| MyStereo06 |  | 6.95 389 | 2.25 433 | 14.05 545 | 6.69 463 | 4.74 534 | 7.75 392 | 9.60 591 | 17.85 401 | 9.03 295 | 13.29 390 | 10.78 310 | 18.68 524 | 5.70 335 | 10.66 303 | 4.52 360 | 0.09 270 | 1.32 634 | 0.02 323 | 0.26 464 | 0.84 548 | 0.92 255 |
|
| MyStereo05 |  | 9.63 494 | 2.25 433 | 10.26 426 | 6.69 463 | 4.74 534 | 7.75 392 | 9.60 591 | 31.51 606 | 41.00 665 | 17.45 488 | 13.02 338 | 10.28 367 | 12.27 508 | 14.74 506 | 7.68 459 | 0.09 270 | 1.32 634 | 0.02 323 | 0.26 464 | 0.84 548 | 0.92 255 |
|
| MyStereo04 |  | 9.58 489 | 2.38 470 | 10.28 428 | 6.63 455 | 4.77 536 | 6.47 354 | 9.60 591 | 32.50 617 | 42.15 672 | 14.59 417 | 12.10 329 | 11.92 395 | 11.87 499 | 14.80 510 | 8.14 472 | 0.09 270 | 1.33 638 | 0.03 348 | 0.32 515 | 0.74 525 | 0.93 262 |
|
| CSP-Net |  | 13.41 603 | 3.62 566 | 11.03 468 | 6.62 454 | 4.07 483 | 25.76 655 | 9.61 595 | 29.66 575 | 27.14 551 | 29.97 669 | 33.42 615 | 29.84 629 | 17.23 598 | 20.64 611 | 16.03 590 | 1.12 622 | 0.41 330 | 0.03 348 | 0.00 1 | 0.75 529 | 1.29 372 |
|
| MWDA-net |  | 12.07 569 | 2.65 504 | 15.89 582 | 7.18 507 | 5.33 565 | 16.95 575 | 9.64 596 | 26.24 526 | 34.75 624 | 25.98 633 | 29.83 557 | 17.76 506 | 19.92 635 | 17.29 562 | 8.70 485 | 0.39 460 | 0.37 315 | 0.02 323 | 0.06 277 | 0.53 453 | 1.89 486 |
|
| PSM-AAD |  | 8.76 465 | 1.41 193 | 6.46 229 | 6.87 480 | 1.18 176 | 12.78 481 | 9.66 597 | 20.03 443 | 15.78 396 | 21.79 583 | 24.91 493 | 14.31 443 | 13.16 526 | 12.42 409 | 4.07 335 | 0.05 154 | 0.06 151 | 2.44 680 | 0.16 372 | 0.45 421 | 7.17 699 |
|
| STrans-v2 |  | 8.16 445 | 2.09 383 | 9.79 400 | 5.44 342 | 1.53 246 | 11.87 465 | 9.69 598 | 19.77 439 | 13.20 361 | 14.01 407 | 25.80 504 | 17.88 511 | 12.55 513 | 13.30 460 | 4.39 355 | 0.06 194 | 0.01 21 | 0.18 516 | 0.01 157 | 0.25 284 | 1.31 376 |
|
| SuperB |  | 18.07 654 | 7.33 641 | 56.73 745 | 8.42 563 | 5.42 572 | 20.39 615 | 9.73 599 | 26.04 521 | 50.80 718 | 26.88 645 | 39.52 666 | 17.79 509 | 21.54 648 | 23.17 642 | 25.96 667 | 0.77 561 | 0.32 301 | 1.11 644 | 0.73 623 | 16.11 739 | 2.75 616 |
|
| stereogan |  | 19.38 666 | 4.02 576 | 18.62 617 | 13.54 683 | 10.30 701 | 37.03 710 | 9.83 600 | 39.12 694 | 46.13 697 | 25.09 625 | 41.76 680 | 40.01 699 | 27.19 676 | 32.16 690 | 25.48 661 | 2.44 667 | 1.13 586 | 2.70 685 | 0.86 631 | 5.45 684 | 4.81 663 |
|
| DualNet (step1) |  | 13.16 597 | 5.31 607 | 19.76 628 | 6.41 433 | 3.12 425 | 17.98 589 | 9.85 601 | 29.36 570 | 25.26 529 | 24.82 620 | 21.48 450 | 24.89 591 | 18.87 618 | 14.41 492 | 11.06 538 | 6.83 718 | 1.96 687 | 6.61 714 | 7.47 729 | 3.22 647 | 4.59 659 |
|
| test_sample9 |  | 15.79 629 | 5.31 607 | 19.76 628 | 6.41 433 | 3.12 425 | 17.98 589 | 9.85 601 | 29.36 570 | 25.26 529 | 24.82 620 | 21.48 450 | 24.89 591 | 18.87 618 | 21.03 621 | 22.11 632 | 6.83 718 | 36.75 776 | 6.61 714 | 7.47 729 | 3.22 647 | 4.59 659 |
|
| test_sample8 |  | 17.93 650 | 5.31 607 | 19.76 628 | 6.41 433 | 3.12 425 | 17.98 589 | 9.85 601 | 32.68 619 | 20.05 462 | 33.68 694 | 26.30 511 | 40.74 702 | 34.14 709 | 21.03 621 | 22.11 632 | 6.83 718 | 36.75 776 | 6.61 714 | 7.47 729 | 3.22 647 | 4.59 659 |
|
| fast-acv-ft |  | 14.96 622 | 4.73 595 | 17.68 605 | 8.03 551 | 5.27 563 | 28.61 675 | 9.97 604 | 26.25 529 | 35.58 634 | 26.03 634 | 38.02 655 | 31.91 649 | 21.50 647 | 19.25 593 | 21.18 629 | 0.61 530 | 0.38 318 | 0.63 604 | 0.48 588 | 1.31 582 | 1.73 454 |
|
| IRAFT_RVC |  | 8.93 473 | 1.80 293 | 10.65 450 | 7.83 541 | 1.81 298 | 6.36 346 | 10.05 605 | 26.32 531 | 27.59 555 | 17.93 503 | 19.70 420 | 17.67 505 | 9.98 457 | 13.20 453 | 6.29 432 | 0.37 454 | 0.30 298 | 0.19 522 | 0.05 263 | 0.23 273 | 0.24 68 |
|
| SHD |  | 22.33 690 | 11.30 684 | 32.10 686 | 15.61 700 | 9.88 699 | 26.75 663 | 10.12 606 | 41.84 710 | 61.77 759 | 36.36 705 | 44.65 699 | 39.28 694 | 31.10 699 | 35.07 699 | 32.76 705 | 2.35 663 | 1.95 686 | 1.24 655 | 1.90 683 | 4.33 668 | 6.34 687 |
|
| CRFU-Net |  | 13.32 602 | 3.53 559 | 12.90 524 | 8.76 574 | 6.05 615 | 26.25 660 | 10.15 607 | 25.86 518 | 14.68 382 | 30.76 675 | 30.58 568 | 30.11 634 | 21.59 650 | 20.52 610 | 20.28 624 | 1.53 643 | 0.48 349 | 0.27 551 | 0.16 372 | 0.64 501 | 1.28 369 |
|
| SQANet |  | 22.07 688 | 25.29 746 | 21.78 648 | 26.81 738 | 18.92 747 | 30.75 687 | 10.25 608 | 33.47 634 | 30.10 575 | 25.73 629 | 34.31 629 | 33.45 664 | 19.94 636 | 29.16 678 | 20.03 623 | 11.68 745 | 3.08 713 | 26.95 760 | 5.80 726 | 20.97 751 | 12.99 734 |
|
| DLCB_ROB |  | 13.97 613 | 3.74 570 | 11.01 467 | 9.99 605 | 5.85 602 | 21.40 620 | 10.37 609 | 30.17 585 | 30.49 577 | 28.21 657 | 32.18 600 | 32.67 655 | 21.17 644 | 20.20 604 | 18.59 611 | 0.34 442 | 0.18 245 | 0.41 580 | 0.15 361 | 0.61 490 | 1.76 459 |
|
| ADLNet2 |  | 12.99 592 | 2.94 521 | 14.18 546 | 9.57 594 | 5.96 610 | 20.23 614 | 10.41 610 | 33.05 628 | 37.61 644 | 19.46 537 | 19.74 422 | 22.46 567 | 18.63 614 | 22.37 638 | 20.76 626 | 0.37 454 | 0.15 235 | 0.06 398 | 0.08 302 | 1.04 567 | 0.72 203 |
|
| NOSS_ROB |  | 11.76 563 | 4.63 593 | 8.14 325 | 7.46 521 | 2.92 409 | 17.82 587 | 10.55 611 | 30.45 588 | 34.08 618 | 16.37 454 | 19.97 425 | 23.14 573 | 16.31 580 | 18.22 582 | 10.67 530 | 2.98 677 | 1.84 679 | 3.39 698 | 1.64 677 | 2.24 623 | 2.37 588 |
|
| Selective-IGEV-i16pb |  | 12.75 587 | 2.16 412 | 18.89 621 | 7.00 490 | 2.16 343 | 35.35 705 | 10.60 612 | 32.86 624 | 36.33 638 | 14.92 420 | 26.97 520 | 19.40 534 | 10.85 467 | 16.60 550 | 13.23 568 | 2.56 669 | 1.00 532 | 0.51 593 | 0.95 641 | 1.16 574 | 1.45 407 |
|
| DISCO |  | 16.93 636 | 2.58 496 | 17.15 600 | 8.26 558 | 4.37 508 | 27.65 670 | 10.68 613 | 31.28 602 | 44.93 691 | 22.21 590 | 34.47 631 | 36.48 682 | 23.91 655 | 36.14 703 | 34.48 710 | 0.35 444 | 0.11 212 | 0.04 368 | 0.07 290 | 1.95 613 | 1.40 396 |
|
| iRaft-Stereo_5w |  | 9.10 479 | 2.33 455 | 10.69 452 | 6.64 458 | 4.47 517 | 4.74 210 | 10.72 614 | 16.71 379 | 16.97 426 | 15.39 430 | 26.15 508 | 21.25 552 | 12.59 514 | 16.38 537 | 12.90 565 | 0.85 576 | 0.51 360 | 0.08 427 | 0.22 419 | 0.95 559 | 1.53 428 |
|
| Selective-IGEV-i1 |  | 9.59 492 | 1.71 263 | 12.10 507 | 6.85 478 | 3.93 475 | 14.86 517 | 10.78 615 | 24.93 511 | 29.82 574 | 15.59 440 | 20.50 438 | 18.97 530 | 6.41 366 | 11.79 367 | 6.76 445 | 0.22 393 | 1.26 626 | 0.93 631 | 1.50 670 | 0.32 334 | 2.49 602 |
|
| ARAFT |  | 8.86 470 | 3.86 572 | 17.37 601 | 5.96 396 | 0.94 141 | 12.59 478 | 10.80 616 | 18.20 404 | 19.95 461 | 18.77 523 | 16.27 376 | 17.78 508 | 8.88 436 | 18.82 590 | 5.30 390 | 0.35 444 | 0.04 96 | 0.00 1 | 0.00 1 | 0.62 492 | 0.64 175 |
|
| GwcNet |   | 17.31 639 | 6.61 633 | 23.02 657 | 10.83 634 | 8.63 681 | 29.48 680 | 10.80 616 | 39.37 697 | 45.73 693 | 24.16 614 | 37.85 654 | 31.50 643 | 21.81 652 | 21.37 629 | 27.25 676 | 0.81 570 | 0.88 475 | 0.57 600 | 0.46 581 | 1.54 598 | 3.61 641 |
|
| delet |  | 13.26 601 | 2.43 478 | 12.99 527 | 8.45 564 | 6.26 627 | 22.40 628 | 10.83 618 | 28.78 563 | 38.76 655 | 20.39 557 | 30.36 563 | 20.85 548 | 17.67 608 | 22.97 640 | 19.13 617 | 0.14 327 | 0.45 341 | 0.19 522 | 0.08 302 | 0.78 533 | 1.24 362 |
|
| DSFCA |  | 12.44 578 | 3.00 526 | 14.87 560 | 6.04 400 | 7.03 646 | 17.06 579 | 10.86 619 | 31.11 598 | 32.12 596 | 26.41 641 | 23.81 486 | 22.37 565 | 15.13 564 | 21.13 626 | 13.53 570 | 0.95 598 | 0.66 407 | 0.28 559 | 0.38 557 | 1.21 576 | 0.77 215 |
|
| GrayStereo |  | 9.02 476 | 1.35 181 | 7.73 306 | 8.62 569 | 2.88 406 | 10.28 430 | 10.99 620 | 18.66 417 | 16.36 413 | 22.78 597 | 30.63 569 | 17.56 504 | 12.19 505 | 11.50 355 | 5.08 380 | 0.09 270 | 0.02 57 | 0.19 522 | 0.78 626 | 0.33 342 | 2.37 588 |
|
| ADCRef |  | 18.01 652 | 8.01 652 | 44.10 716 | 10.75 630 | 8.85 686 | 27.18 667 | 11.06 621 | 31.77 610 | 34.40 620 | 31.90 680 | 42.45 683 | 18.79 526 | 21.55 649 | 25.18 657 | 35.17 713 | 1.03 612 | 0.42 336 | 2.18 672 | 1.79 679 | 1.38 587 | 2.27 575 |
|
| StereoDRNet |  | 16.00 630 | 5.45 612 | 16.67 592 | 11.34 651 | 8.74 684 | 25.62 652 | 11.07 622 | 40.40 703 | 37.03 639 | 29.77 666 | 30.04 560 | 34.35 674 | 19.09 623 | 19.81 597 | 25.28 660 | 0.65 541 | 0.30 298 | 0.16 508 | 0.14 351 | 1.80 608 | 2.33 583 |
|
| RAFT + AFF |  | 10.71 536 | 4.59 591 | 18.51 615 | 10.52 623 | 5.02 548 | 13.14 489 | 11.12 623 | 26.24 526 | 27.48 554 | 15.09 424 | 16.07 371 | 19.83 539 | 11.23 479 | 17.09 559 | 10.38 521 | 0.45 485 | 1.45 659 | 0.65 608 | 0.23 431 | 2.31 627 | 2.74 614 |
|
| SGM-Forest |  | 13.63 606 | 2.55 493 | 8.22 327 | 6.30 426 | 2.16 343 | 23.84 639 | 11.13 624 | 34.68 650 | 32.40 598 | 27.27 648 | 33.02 607 | 30.08 633 | 17.82 609 | 22.13 636 | 15.40 583 | 1.66 651 | 0.32 301 | 0.88 628 | 0.03 222 | 0.79 536 | 1.93 494 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| Selective-IGEV-i16pc |  | 10.31 519 | 2.09 383 | 16.09 586 | 6.24 417 | 1.71 279 | 36.66 709 | 11.25 625 | 20.25 449 | 27.75 557 | 10.40 330 | 21.87 461 | 15.56 468 | 6.93 391 | 14.75 507 | 8.45 480 | 2.59 670 | 0.94 494 | 0.26 548 | 0.53 600 | 0.78 533 | 1.08 319 |
|
| AF-Net |  | 19.18 664 | 6.50 629 | 16.90 596 | 16.60 707 | 11.00 707 | 23.83 638 | 11.31 626 | 36.25 667 | 51.10 722 | 25.56 626 | 38.34 658 | 41.77 709 | 31.01 698 | 30.20 684 | 27.83 679 | 4.87 702 | 0.27 284 | 4.60 702 | 1.00 648 | 2.67 632 | 2.02 528 |
|
| PSMNet-RUCA |  | 24.65 704 | 28.24 750 | 42.85 713 | 35.58 754 | 34.48 761 | 16.04 546 | 11.34 627 | 40.36 702 | 31.70 592 | 31.88 679 | 41.00 675 | 37.50 688 | 25.41 665 | 29.19 679 | 17.07 600 | 12.35 749 | 2.12 692 | 20.72 749 | 8.27 738 | 17.19 743 | 9.64 720 |
|
| UGAM |  | 10.51 528 | 1.74 277 | 10.16 415 | 7.06 494 | 4.44 512 | 6.56 359 | 11.34 627 | 16.06 358 | 27.83 558 | 21.09 571 | 28.18 533 | 23.47 577 | 11.21 477 | 26.86 666 | 11.33 541 | 0.05 154 | 0.49 352 | 0.46 587 | 0.36 542 | 0.44 415 | 0.97 285 |
|
| DispFullNet |  | 31.01 736 | 32.97 753 | 59.04 753 | 30.27 747 | 28.46 757 | 33.06 697 | 11.44 629 | 37.69 683 | 54.13 729 | 33.30 691 | 37.78 651 | 44.68 717 | 28.96 685 | 42.19 737 | 29.68 694 | 12.35 749 | 3.56 722 | 36.10 765 | 12.90 752 | 32.29 762 | 19.42 753 |
|
| MaskLacGwcNet_RVC |  | 17.56 644 | 17.23 721 | 20.10 634 | 12.02 667 | 6.91 643 | 28.81 676 | 11.45 630 | 41.35 706 | 21.95 485 | 30.13 671 | 34.66 632 | 32.04 651 | 11.30 481 | 21.04 623 | 16.43 593 | 8.91 731 | 2.67 704 | 12.29 739 | 0.84 630 | 12.72 727 | 8.43 710 |
|
| GEStereo_RVC |  | 13.23 600 | 3.13 536 | 15.23 564 | 10.33 618 | 4.95 544 | 18.92 600 | 11.46 631 | 31.58 608 | 48.03 704 | 20.51 558 | 27.68 526 | 19.00 531 | 13.31 528 | 20.44 608 | 16.01 589 | 1.15 626 | 0.51 360 | 0.10 451 | 0.14 351 | 0.67 510 | 1.47 414 |
|
| THIR-Stereo |  | 9.52 488 | 2.21 423 | 9.26 374 | 5.38 338 | 0.85 120 | 15.55 536 | 11.50 632 | 16.88 382 | 21.74 484 | 24.45 618 | 31.96 591 | 14.20 441 | 13.85 542 | 11.89 373 | 8.54 482 | 0.14 327 | 0.25 280 | 0.10 451 | 0.05 263 | 0.40 395 | 1.11 331 |
|
| AANet |  | 26.03 717 | 27.00 747 | 71.71 774 | 8.86 576 | 7.85 666 | 26.11 658 | 11.58 633 | 32.77 623 | 57.18 746 | 56.48 750 | 52.01 723 | 47.62 728 | 41.29 732 | 26.32 663 | 37.01 717 | 3.31 683 | 1.59 671 | 1.01 636 | 0.62 614 | 4.17 664 | 6.10 684 |
|
| FTStereo |  | 8.76 465 | 1.57 234 | 6.75 249 | 6.55 444 | 2.45 369 | 7.65 390 | 11.62 634 | 18.36 408 | 9.01 293 | 20.25 546 | 40.79 674 | 15.87 472 | 12.36 509 | 11.02 318 | 4.69 367 | 0.24 401 | 0.01 21 | 0.09 438 | 0.16 372 | 0.19 253 | 5.58 676 |
|
| Anonymous3 |  | 10.07 507 | 4.14 579 | 31.49 685 | 9.77 601 | 5.11 554 | 25.00 647 | 11.85 635 | 25.20 513 | 19.24 456 | 10.80 343 | 14.78 356 | 7.92 324 | 8.68 431 | 14.40 491 | 6.12 421 | 3.25 682 | 1.40 648 | 0.08 427 | 0.06 277 | 0.81 541 | 1.30 374 |
|
| Anonymous_2 |  | 15.61 625 | 7.12 635 | 18.63 618 | 6.49 441 | 7.98 667 | 26.94 665 | 11.93 636 | 19.48 433 | 18.48 446 | 18.25 514 | 15.95 369 | 24.18 584 | 21.32 645 | 21.17 628 | 15.94 588 | 10.88 741 | 13.80 757 | 11.19 738 | 25.13 762 | 10.92 721 | 6.42 690 |
|
| RTSC |  | 20.52 673 | 11.06 680 | 33.58 693 | 12.11 670 | 7.19 649 | 28.90 677 | 11.99 637 | 38.49 688 | 58.85 753 | 32.22 685 | 37.28 648 | 33.11 660 | 21.14 643 | 36.93 716 | 38.84 726 | 1.49 641 | 1.50 664 | 0.15 498 | 0.64 616 | 2.18 622 | 2.67 609 |
|
| FSD |  | | | | | 6.22 622 | 8.24 405 | 12.03 638 | 13.05 281 | 8.40 277 | 8.19 301 | 7.55 251 | 10.42 368 | 7.18 396 | 11.33 341 | 9.08 492 | 5.65 709 | 3.82 728 | 5.53 707 | 4.12 709 | 5.22 681 | |
|
| Syn2CoEx |  | 17.68 647 | 11.86 689 | 28.39 673 | 20.88 721 | 8.24 676 | 25.66 653 | 12.35 639 | 37.57 682 | 33.60 613 | 29.57 664 | 39.80 669 | 30.02 632 | 28.00 680 | 19.91 598 | 18.91 615 | 1.14 625 | 0.53 366 | 1.23 653 | 0.46 581 | 1.97 614 | 3.61 641 |
|
| psmorigin |  | 21.56 681 | 11.18 682 | 36.59 700 | 10.19 610 | 7.08 647 | 25.30 649 | 12.35 639 | 33.52 636 | 33.12 607 | 43.62 725 | 54.15 735 | 42.72 712 | 37.44 717 | 36.87 715 | 28.98 688 | 1.65 650 | 2.78 709 | 0.81 623 | 1.19 658 | 3.62 656 | 8.10 707 |
|
| ToySt |  | 11.51 557 | 2.48 485 | 17.84 609 | 6.10 404 | 2.09 329 | 16.11 551 | 12.36 641 | 25.07 512 | 28.25 563 | 15.22 427 | 25.16 498 | 25.51 601 | 15.98 578 | 17.63 574 | 15.46 584 | 0.19 375 | 1.08 567 | 0.04 368 | 0.31 511 | 0.66 507 | 2.67 609 |
|
| CBMV |   | 14.52 620 | 4.59 591 | 9.99 409 | 6.61 453 | 2.85 403 | 22.76 631 | 12.45 642 | 30.63 590 | 33.32 608 | 31.98 681 | 35.00 635 | 31.68 645 | 19.43 630 | 26.53 664 | 16.71 597 | 1.28 635 | 0.61 395 | 0.63 604 | 0.12 332 | 1.26 580 | 1.89 486 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| psm_up |  | 13.88 612 | 2.70 506 | 10.89 461 | 10.20 611 | 5.97 611 | 15.01 527 | 12.58 643 | 39.13 695 | 31.75 593 | 21.39 577 | 31.09 577 | 30.18 635 | 25.01 663 | 20.33 606 | 17.62 603 | 0.75 555 | 0.39 321 | 0.18 516 | 0.03 222 | 0.82 544 | 1.67 448 |
|
| S-Stereo |  | 17.36 641 | 4.46 587 | 22.16 653 | 12.58 676 | 9.10 693 | 23.07 633 | 12.60 644 | 33.18 631 | 46.12 696 | 22.78 597 | 38.67 662 | 29.04 625 | 27.48 677 | 19.40 595 | 23.90 647 | 3.14 681 | 3.13 714 | 0.88 628 | 1.95 685 | 3.77 659 | 9.86 722 |
|
| RP |  | 18.36 655 | 5.94 621 | 17.54 604 | 15.95 705 | 12.33 717 | 21.55 622 | 12.66 645 | 28.65 561 | 45.65 692 | 23.78 611 | 42.55 685 | 39.77 697 | 29.54 690 | 26.72 665 | 23.58 646 | 6.14 713 | 1.05 560 | 4.38 701 | 1.77 678 | 3.90 662 | 3.82 651 |
|
| PS-NSSS |  | 14.36 619 | 8.44 659 | 16.43 589 | 7.44 518 | 5.79 595 | 18.65 598 | 12.71 646 | 39.02 692 | 26.84 549 | 20.99 569 | 36.15 641 | 21.47 554 | 18.25 612 | 18.21 581 | 18.63 612 | 2.44 667 | 0.55 374 | 5.38 706 | 0.37 547 | 5.25 682 | 4.11 654 |
|
| edge stereo |  | 19.38 666 | 5.98 622 | 19.25 624 | 11.11 645 | 8.07 671 | 23.51 636 | 12.74 647 | 35.93 662 | 42.55 673 | 35.05 700 | 43.06 689 | 41.34 707 | 36.05 714 | 26.06 661 | 25.62 663 | 2.70 673 | 2.47 701 | 6.38 712 | 1.54 672 | 3.18 646 | 5.01 669 |
|
| CVANet_RVC |  | 14.09 616 | 4.82 598 | 10.86 460 | 9.46 592 | 5.60 585 | 19.70 608 | 12.94 648 | 33.38 633 | 34.86 626 | 23.72 608 | 33.31 612 | 29.76 627 | 16.35 583 | 24.37 650 | 12.45 559 | 1.22 632 | 0.23 266 | 1.45 659 | 0.87 634 | 3.41 651 | 3.01 627 |
|
| Wz-Net-LNSev-Ref |  | 16.12 631 | 4.56 588 | 29.46 676 | 7.78 539 | 6.11 618 | 26.08 657 | 13.01 649 | 31.08 597 | 37.61 644 | 27.66 650 | 46.96 710 | 29.92 630 | 15.40 568 | 21.54 632 | 22.39 634 | 1.09 618 | 0.05 122 | 0.10 451 | 0.00 1 | 0.43 412 | 1.21 356 |
|
| z-ln-s-r |  | 15.70 626 | 7.13 639 | 42.53 711 | 5.88 392 | 5.57 582 | 14.47 512 | 13.18 650 | 22.93 488 | 38.31 651 | 19.68 541 | 44.92 701 | 23.85 581 | 18.42 613 | 23.81 647 | 30.69 698 | 0.37 454 | 0.02 57 | 0.00 1 | 0.01 157 | 1.15 572 | 1.16 344 |
|
| G2L-Stereo_test |  | 11.01 541 | 2.34 458 | 9.34 378 | 5.12 318 | 4.31 504 | 12.30 471 | 13.21 651 | 33.14 630 | 23.33 504 | 23.77 610 | 25.10 497 | 21.80 558 | 13.91 545 | 16.39 538 | 14.37 573 | 0.09 270 | 0.06 151 | 0.01 278 | 0.02 204 | 0.38 385 | 1.16 344 |
|
| S0 |  | 6.47 366 | 1.94 337 | 7.20 275 | 5.20 325 | 3.43 446 | 18.99 601 | 13.34 652 | 14.21 316 | 7.82 257 | 11.96 355 | 13.34 342 | 8.45 335 | 5.81 338 | 9.25 252 | 3.04 271 | 2.42 666 | 0.29 293 | 0.15 498 | 0.22 419 | 0.51 448 | 1.84 472 |
|
| MeshStereo |   | 22.95 696 | 7.84 647 | 12.46 516 | 8.13 556 | 5.20 558 | 38.49 718 | 13.36 653 | 42.69 714 | 38.05 649 | 51.34 739 | 53.82 730 | 58.22 747 | 43.29 736 | 38.42 721 | 29.59 692 | 2.96 676 | 2.84 711 | 3.11 691 | 2.33 692 | 3.12 643 | 3.65 645 |
| C. Zhang, Z. Li, Y. Cheng, R. Cai, H. Chao, Y. Rui: MeshStereo: A Global Stereo Model with Mesh Alignment Regularization for View Interpolation. ICCV 2015 |
| ADCP+ |  | 18.93 661 | 5.83 617 | 35.35 697 | 9.85 602 | 10.36 702 | 29.49 681 | 13.65 654 | 34.22 643 | 37.75 646 | 30.02 670 | 41.45 676 | 24.18 584 | 26.43 674 | 34.71 697 | 36.58 716 | 0.27 417 | 0.40 323 | 2.00 669 | 1.19 658 | 2.31 627 | 2.66 607 |
|
| w-ln-seven-2 |  | 18.44 657 | 8.73 664 | 43.71 715 | 11.92 664 | 6.91 643 | 24.43 641 | 13.73 655 | 30.66 591 | 41.21 668 | 29.15 663 | 43.29 692 | 30.86 640 | 29.28 687 | 23.47 644 | 24.59 656 | 0.99 603 | 1.11 582 | 0.64 606 | 0.17 377 | 1.63 599 | 2.26 572 |
|
| UDG |  | 22.21 689 | 15.90 716 | 16.41 588 | 21.71 724 | 20.17 748 | 32.51 694 | 13.78 656 | 36.62 673 | 35.77 635 | 26.64 642 | 31.43 581 | 37.49 687 | 32.33 705 | 22.77 639 | 21.19 630 | 11.08 743 | 5.60 740 | 23.12 754 | 7.74 733 | 17.07 742 | 14.89 741 |
|
| TCMNet |  | 15.72 627 | 7.51 644 | 21.42 645 | 14.39 689 | 12.57 719 | 26.22 659 | 13.91 657 | 30.23 586 | 36.03 636 | 25.57 627 | 31.73 587 | 23.65 579 | 15.35 567 | 19.98 600 | 24.06 648 | 1.44 640 | 0.67 413 | 2.04 670 | 0.99 647 | 3.41 651 | 3.26 636 |
|
| iinet-f |  | 14.05 615 | 5.00 602 | 47.51 725 | 6.57 447 | 4.04 481 | 21.14 618 | 14.37 658 | 28.25 555 | 21.37 475 | 21.95 587 | 31.37 579 | 21.31 553 | 18.66 615 | 16.15 529 | 20.61 625 | 0.31 429 | 0.41 330 | 0.09 438 | 0.05 263 | 1.00 564 | 0.76 213 |
|
| DRN-Test |  | 16.60 634 | 4.76 596 | 16.90 596 | 10.75 630 | 8.16 675 | 29.42 679 | 14.37 658 | 43.26 719 | 39.35 656 | 28.93 662 | 35.46 636 | 29.03 624 | 20.11 637 | 20.78 614 | 24.51 655 | 0.94 594 | 0.93 491 | 0.46 587 | 0.35 535 | 1.42 591 | 2.12 554 |
|
| TDLM |  | 13.70 607 | 4.93 600 | 11.80 495 | 11.93 665 | 5.53 580 | 16.75 569 | 14.38 660 | 36.12 666 | 32.59 602 | 23.08 601 | 27.03 521 | 25.90 605 | 15.40 568 | 25.87 660 | 14.23 572 | 1.24 634 | 0.09 189 | 1.53 661 | 0.61 613 | 2.06 618 | 2.94 624 |
|
| CrosDoStereo |  | 9.41 483 | 1.65 250 | 8.83 346 | 5.19 322 | 1.13 166 | 7.34 379 | 14.47 661 | 16.33 365 | 24.64 520 | 24.44 616 | 33.36 613 | 13.18 427 | 13.52 530 | 12.56 418 | 9.08 492 | 0.06 194 | 0.11 212 | 0.09 438 | 0.04 244 | 0.41 399 | 1.73 454 |
|
| DeepStereo_LL |  | 9.41 483 | 1.65 250 | 8.83 346 | 5.19 322 | 1.13 166 | 7.34 379 | 14.47 661 | 16.33 365 | 24.64 520 | 24.44 616 | 33.36 613 | 13.18 427 | 13.52 530 | 12.56 418 | 9.08 492 | 0.06 194 | 0.11 212 | 0.09 438 | 0.04 244 | 0.41 399 | 1.73 454 |
|
| ssnet_v2 |  | 13.84 610 | 3.15 538 | 13.44 534 | 7.99 549 | 3.08 423 | 22.60 629 | 14.51 663 | 36.65 674 | 33.59 612 | 22.04 588 | 26.10 507 | 28.64 622 | 17.16 597 | 23.13 641 | 20.86 628 | 0.50 499 | 0.32 301 | 0.20 527 | 0.13 337 | 1.41 589 | 1.38 391 |
|
| ACVNet-4b |  | 36.91 753 | 52.81 767 | 57.04 747 | 42.64 762 | 22.08 751 | 48.32 740 | 14.64 664 | 50.28 745 | 59.78 755 | 43.17 724 | 46.34 705 | 55.50 743 | 24.49 658 | 39.03 724 | 23.55 644 | 25.75 761 | 3.76 725 | 47.36 768 | 33.76 768 | 28.62 759 | 19.22 752 |
|
| RGC |  | 20.62 677 | 14.30 704 | 21.99 650 | 18.85 716 | 14.53 732 | 21.42 621 | 14.82 665 | 36.00 665 | 44.32 686 | 28.54 659 | 41.82 681 | 40.12 700 | 29.43 688 | 35.44 702 | 23.33 641 | 4.12 691 | 0.72 423 | 8.80 729 | 4.39 713 | 4.55 673 | 4.84 666 |
|
| RT-IGEV |  | 11.29 550 | 1.98 348 | 13.89 540 | 6.68 462 | 2.74 389 | 23.76 637 | 14.86 666 | 30.79 592 | 25.77 537 | 22.30 591 | 20.26 430 | 24.90 594 | 14.02 549 | 13.76 477 | 5.65 406 | 0.19 375 | 0.99 524 | 0.05 381 | 0.73 623 | 0.53 453 | 1.88 483 |
|
| FAT-Stereo |  | 17.45 642 | 3.56 561 | 19.19 623 | 10.31 616 | 6.54 634 | 18.00 592 | 14.89 667 | 38.68 690 | 40.49 661 | 27.39 649 | 39.66 667 | 37.32 684 | 32.14 704 | 21.07 624 | 22.97 640 | 3.68 687 | 2.16 697 | 0.81 623 | 1.21 660 | 2.10 619 | 6.78 694 |
|
| aanetorigin |  | 19.84 670 | 13.32 701 | 54.46 733 | 10.07 607 | 7.99 668 | 14.16 508 | 15.32 668 | 17.85 401 | 34.49 621 | 49.59 736 | 48.88 715 | 34.28 673 | 31.32 700 | 23.53 645 | 29.64 693 | 1.12 622 | 0.81 449 | 0.73 612 | 0.94 636 | 3.05 639 | 5.23 673 |
|
| MFN_U_SF_RVC |  | 28.91 729 | 15.44 712 | 55.12 738 | 22.00 727 | 8.49 680 | 41.39 729 | 15.36 669 | 52.74 757 | 46.70 699 | 47.83 735 | 53.87 732 | 54.97 742 | 40.50 730 | 39.54 727 | 40.77 736 | 6.09 712 | 4.92 737 | 7.08 719 | 9.02 740 | 7.68 698 | 8.69 712 |
|
| zh-mn7 |  | 22.69 693 | 14.64 707 | 55.04 736 | 11.01 642 | 5.85 602 | 27.67 671 | 15.65 670 | 35.14 656 | 57.38 747 | 40.62 717 | 57.78 742 | 31.22 641 | 25.60 666 | 36.79 714 | 32.55 704 | 1.50 642 | 0.57 383 | 0.24 543 | 0.22 419 | 1.40 588 | 3.02 628 |
|
| z-mn7 |  | 21.81 684 | 11.53 687 | 47.41 724 | 11.79 661 | 5.69 589 | 34.28 701 | 15.73 671 | 36.31 668 | 57.93 749 | 27.24 647 | 53.82 730 | 32.35 652 | 26.33 671 | 36.69 711 | 33.32 706 | 1.02 609 | 0.41 330 | 0.54 595 | 0.11 327 | 1.72 605 | 1.92 493 |
|
| pmcnn |  | 15.27 624 | 4.31 584 | 22.32 655 | 7.46 521 | 4.46 516 | 22.15 627 | 15.74 672 | 28.53 559 | 31.88 594 | 27.78 653 | 40.04 670 | 39.06 693 | 19.11 626 | 18.79 589 | 20.78 627 | 1.04 614 | 0.23 266 | 0.00 1 | 0.00 1 | 0.53 453 | 1.17 347 |
|
| Nwc_Net |  | 18.76 660 | 5.80 615 | 19.91 632 | 14.99 698 | 11.96 714 | 26.32 661 | 15.90 673 | 41.68 709 | 40.50 662 | 21.85 585 | 43.58 693 | 34.89 675 | 29.47 689 | 27.48 669 | 26.34 670 | 3.75 688 | 0.27 284 | 2.55 682 | 3.31 701 | 2.25 624 | 2.46 596 |
|
| EDNetEfficientorigin |  | 29.50 731 | 36.05 758 | 99.77 812 | 9.67 597 | 5.93 609 | 26.79 664 | 16.02 674 | 26.87 539 | 55.18 735 | 61.15 767 | 57.72 741 | 45.04 718 | 50.99 754 | 26.90 667 | 44.78 753 | 0.53 505 | 0.54 370 | 1.72 664 | 2.53 695 | 11.05 722 | 10.75 727 |
|
| CC-Net-ROB |  | 22.73 694 | 23.99 743 | 30.57 681 | 14.72 694 | 8.91 690 | 32.98 695 | 16.17 675 | 46.75 737 | 37.29 641 | 33.88 695 | 32.33 601 | 35.48 679 | 25.00 662 | 24.75 654 | 28.78 686 | 9.60 738 | 3.03 712 | 25.33 757 | 3.87 706 | 14.82 736 | 6.33 686 |
|
| DStereoFS |  | 28.34 728 | 22.11 738 | 31.39 684 | 19.66 719 | 13.66 729 | 31.81 692 | 16.21 676 | 51.57 751 | 48.70 706 | 36.67 707 | 45.44 702 | 37.43 686 | 42.50 735 | 52.87 763 | 35.33 714 | 9.14 733 | 7.23 747 | 16.25 743 | 9.82 743 | 19.63 748 | 19.47 754 |
|
| LRCNet_RVC |  | 73.95 787 | 70.63 780 | 75.65 778 | 77.92 781 | 60.69 781 | 41.66 730 | 16.24 677 | 71.26 788 | 48.66 705 | 88.23 803 | 93.84 805 | 90.11 804 | 82.18 795 | 80.69 795 | 61.88 777 | 97.09 812 | 72.20 800 | 96.71 811 | 97.62 811 | 77.99 792 | 77.70 793 |
|
| FBW_ROB |  | 21.87 685 | 11.80 688 | 25.52 662 | 14.64 693 | 7.49 653 | 31.20 690 | 16.35 678 | 45.28 733 | 44.78 690 | 44.85 730 | 40.36 672 | 43.50 714 | 27.85 679 | 34.94 698 | 23.52 642 | 3.07 679 | 2.15 695 | 7.53 724 | 3.03 700 | 4.30 667 | 5.17 672 |
|
| WCMA_ROB |  | 21.17 679 | 5.89 620 | 22.32 655 | 10.39 620 | 7.65 659 | 34.55 702 | 16.42 679 | 33.20 632 | 34.02 617 | 42.06 721 | 52.50 726 | 44.09 715 | 37.59 718 | 33.66 695 | 26.77 673 | 7.45 725 | 3.18 715 | 1.27 656 | 1.43 668 | 4.18 665 | 4.81 663 |
|
| G-Net |  | 21.66 682 | 9.10 668 | 39.39 704 | 15.85 702 | 9.60 697 | 51.00 746 | 16.73 680 | 28.32 556 | 31.17 588 | 38.99 713 | 43.24 690 | 33.26 663 | 32.09 703 | 28.50 675 | 26.50 672 | 4.74 699 | 3.92 730 | 3.60 699 | 1.02 649 | 8.42 704 | 7.86 703 |
|
| MDST_ROB |  | 18.99 662 | 3.23 541 | 15.81 580 | 14.15 687 | 6.98 645 | 44.89 735 | 16.81 681 | 43.19 718 | 42.83 676 | 43.71 726 | 43.84 694 | 28.79 623 | 19.02 622 | 30.64 687 | 18.70 613 | 1.84 654 | 0.84 460 | 0.69 610 | 0.47 587 | 0.71 519 | 2.61 605 |
|
| MWSP-net |  | 11.68 562 | 2.29 442 | 12.98 526 | 8.13 556 | 3.20 431 | 17.64 584 | 16.87 682 | 35.77 660 | 31.11 587 | 18.04 507 | 23.00 479 | 18.61 522 | 16.42 585 | 14.84 512 | 11.44 543 | 0.51 503 | 0.23 266 | 0.00 1 | 0.06 277 | 0.23 273 | 2.26 572 |
|
| CBFPSM |  | 12.96 591 | 3.37 551 | 30.97 682 | 5.30 332 | 3.22 432 | 22.79 632 | 16.93 683 | 21.82 471 | 21.35 474 | 21.93 586 | 28.34 535 | 29.99 631 | 17.38 601 | 15.32 521 | 16.39 592 | 0.11 297 | 0.48 349 | 0.10 451 | 0.17 377 | 0.58 473 | 2.72 613 |
|
| XPNet_ROB |  | 18.03 653 | 6.06 624 | 18.19 612 | 11.68 657 | 6.83 639 | 21.23 619 | 16.93 683 | 36.66 676 | 39.82 660 | 32.51 687 | 42.05 682 | 41.04 705 | 25.77 668 | 25.72 658 | 28.80 687 | 1.67 652 | 0.91 486 | 0.79 617 | 0.27 479 | 1.24 579 | 2.38 590 |
|
| SGM_RVC |   | 20.33 672 | 3.24 543 | 8.92 350 | 7.20 509 | 1.62 262 | 39.61 725 | 17.01 685 | 39.11 693 | 35.12 629 | 46.26 731 | 42.62 686 | 51.57 739 | 39.45 725 | 39.66 729 | 29.87 695 | 1.16 627 | 0.37 315 | 0.55 597 | 0.35 535 | 1.20 575 | 1.64 441 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| GANet |  | 17.85 648 | 5.41 611 | 14.79 554 | 11.91 663 | 4.73 533 | 24.54 644 | 17.04 686 | 41.01 704 | 34.96 627 | 33.06 689 | 45.84 704 | 39.83 698 | 29.19 686 | 24.71 653 | 22.45 636 | 1.34 637 | 0.41 330 | 1.09 639 | 0.70 621 | 2.15 621 | 1.89 486 |
|
| NCCL2 |  | 17.94 651 | 7.94 651 | 16.87 595 | 24.07 734 | 7.60 657 | 24.52 643 | 17.08 687 | 35.42 658 | 26.65 546 | 32.01 682 | 38.57 659 | 41.96 711 | 27.61 678 | 22.24 637 | 24.43 654 | 0.65 541 | 0.33 307 | 2.64 683 | 2.13 688 | 2.28 626 | 3.86 652 |
|
| RYNet |  | 19.73 668 | 5.52 613 | 18.58 616 | 11.63 656 | 15.84 739 | 47.05 739 | 17.28 688 | 38.60 689 | 49.19 709 | 27.71 651 | 27.46 523 | 38.63 691 | 26.42 673 | 20.79 615 | 32.08 702 | 0.73 552 | 0.59 392 | 0.97 634 | 0.16 372 | 7.40 696 | 8.04 705 |
|
| EDNetEfficient |  | 25.68 714 | 22.94 742 | 77.88 781 | 9.49 593 | 7.66 660 | 20.89 616 | 17.37 689 | 22.52 479 | 56.02 740 | 61.49 770 | 53.31 728 | 35.83 680 | 41.88 734 | 25.06 656 | 39.53 731 | 0.86 579 | 0.83 458 | 0.91 630 | 2.82 697 | 8.28 702 | 7.98 704 |
|
| otaku |  | 33.83 741 | 36.87 759 | 53.81 732 | 40.41 759 | 21.58 750 | 54.54 750 | 17.45 690 | 44.01 724 | 61.47 758 | 39.63 714 | 50.06 720 | 46.76 725 | 29.76 691 | 40.64 731 | 30.07 696 | 19.17 756 | 7.09 746 | 32.34 763 | 9.92 744 | 24.17 755 | 16.94 747 |
|
| Wz-Net-LNSev |  | 19.04 663 | 11.48 686 | 43.55 714 | 10.82 633 | 8.01 670 | 24.96 646 | 17.46 691 | 34.72 651 | 44.36 687 | 33.43 692 | 44.72 700 | 32.54 653 | 24.13 656 | 21.64 634 | 24.38 653 | 0.93 591 | 0.22 264 | 0.00 1 | 0.03 222 | 1.44 592 | 1.99 522 |
|
| MSAF-DinoV2 |  | 21.31 680 | 8.93 667 | 27.84 671 | 12.03 668 | 5.14 557 | 30.91 688 | 17.73 692 | 40.05 701 | 55.15 734 | 22.96 599 | 32.01 592 | 48.05 730 | 31.88 702 | 38.57 723 | 41.67 740 | 0.94 594 | 0.49 352 | 0.45 585 | 1.22 661 | 4.83 677 | 5.39 675 |
|
| PDISCO_ROB |  | 25.35 713 | 10.44 673 | 31.01 683 | 29.47 746 | 20.36 749 | 38.32 715 | 17.74 693 | 45.56 734 | 55.34 736 | 29.88 668 | 42.94 688 | 46.63 724 | 29.76 691 | 36.23 706 | 31.29 700 | 10.74 740 | 2.20 698 | 6.96 718 | 3.53 703 | 9.98 713 | 8.52 711 |
|
| ccnet |  | 24.80 707 | 17.64 722 | 24.53 661 | 12.35 675 | 18.18 746 | 38.47 717 | 17.76 694 | 46.24 735 | 32.78 606 | 37.51 711 | 46.76 706 | 38.80 692 | 30.45 696 | 38.35 720 | 41.98 741 | 9.41 737 | 6.40 743 | 9.67 732 | 8.04 734 | 11.64 725 | 9.00 713 |
|
| DDUNet |  | 23.49 698 | 20.59 731 | 17.13 599 | 24.58 735 | 22.45 752 | 24.86 645 | 17.96 695 | 31.42 604 | 31.06 586 | 29.59 665 | 37.81 652 | 37.85 689 | 26.39 672 | 25.77 659 | 18.74 614 | 18.99 755 | 8.10 752 | 26.65 759 | 11.80 749 | 19.41 747 | 18.58 751 |
|
| DGSMNet |  | 20.75 678 | 13.28 700 | 34.59 695 | 14.80 695 | 17.14 743 | 23.25 634 | 17.99 696 | 36.39 670 | 43.00 677 | 20.70 560 | 32.67 605 | 36.05 681 | 19.22 627 | 30.34 685 | 25.04 659 | 4.61 697 | 4.62 735 | 6.31 711 | 5.20 721 | 14.71 735 | 15.15 742 |
|
| MonStereo1 |  | 46.09 764 | 34.58 755 | 56.32 744 | 34.09 753 | 32.26 760 | 43.96 734 | 18.17 697 | 50.50 747 | 57.55 748 | 51.51 740 | 64.67 761 | 70.37 773 | 54.67 760 | 50.74 756 | 54.45 769 | 54.81 777 | 15.31 760 | 55.16 774 | 36.55 769 | 43.82 766 | 42.26 770 |
|
| Wz-Net-MNSev |  | 19.84 670 | 7.55 645 | 35.79 698 | 10.79 632 | 7.51 654 | 38.96 722 | 18.39 698 | 35.08 653 | 44.72 689 | 31.28 677 | 41.70 679 | 41.18 706 | 20.49 639 | 28.41 674 | 30.13 697 | 0.96 599 | 0.36 314 | 0.05 381 | 0.13 337 | 1.70 604 | 1.64 441 |
|
| PM Cens cmp D40 |  | 27.25 723 | 8.55 661 | 17.48 602 | 11.11 645 | 5.73 590 | 43.66 733 | 18.50 699 | 50.64 748 | 51.06 721 | 56.48 750 | 59.44 746 | 61.96 759 | 49.85 752 | 47.25 747 | 41.14 738 | 4.33 694 | 3.48 721 | 3.01 687 | 2.43 694 | 3.98 663 | 4.91 668 |
|
| LE_ROB |  | 23.59 700 | 4.64 594 | 16.84 594 | 8.59 568 | 3.05 421 | 33.01 696 | 18.53 700 | 28.96 565 | 67.40 775 | 70.71 780 | 55.67 740 | 48.44 731 | 48.90 750 | 26.06 661 | 37.98 720 | 0.44 480 | 0.24 273 | 0.27 551 | 0.54 603 | 0.49 442 | 0.98 290 |
|
| PatchMatch Cens Cmp |  | 27.39 724 | 8.25 655 | 16.97 598 | 11.07 644 | 5.91 608 | 45.13 736 | 18.93 701 | 48.82 741 | 51.58 726 | 58.42 754 | 60.26 749 | 62.37 760 | 51.65 756 | 46.37 746 | 39.98 732 | 4.41 696 | 3.43 720 | 3.17 693 | 2.31 691 | 3.86 660 | 4.81 663 |
|
| light-stereo |  | 42.25 760 | 30.78 752 | 57.20 750 | 55.59 768 | 50.18 769 | 38.55 719 | 18.93 701 | 47.48 738 | 51.14 723 | 53.98 748 | 55.09 737 | 62.87 762 | 36.58 715 | 49.46 751 | 34.56 711 | 35.07 764 | 27.20 772 | 21.05 750 | 28.93 764 | 47.11 768 | 43.17 772 |
|
| MSMD_ROB |  | 23.50 699 | 10.55 675 | 15.65 578 | 17.87 712 | 10.07 700 | 35.58 706 | 19.04 703 | 34.53 647 | 37.81 647 | 41.55 720 | 60.11 748 | 46.01 722 | 39.81 727 | 32.74 693 | 24.92 658 | 6.86 721 | 3.63 724 | 8.92 730 | 11.16 748 | 7.21 695 | 5.99 683 |
|
| FCDSN-DC |  | 26.18 719 | 15.77 714 | 20.36 637 | 28.79 745 | 15.78 738 | 40.13 726 | 19.12 704 | 43.57 720 | 42.59 674 | 44.78 729 | 52.51 727 | 50.73 737 | 40.32 729 | 35.32 701 | 28.55 683 | 6.41 714 | 3.61 723 | 7.11 720 | 6.54 727 | 10.58 714 | 10.93 730 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| DStereoO |  | 24.73 706 | 17.10 720 | 15.98 583 | 16.15 706 | 9.73 698 | 18.79 599 | 19.24 705 | 35.12 655 | 41.17 667 | 31.19 676 | 29.42 551 | 32.58 654 | 33.95 708 | 42.12 736 | 29.02 689 | 48.86 774 | 5.31 738 | 28.90 761 | 3.60 705 | 28.35 758 | 8.04 705 |
|
| w-ln-seven |  | 21.91 686 | 10.67 676 | 57.04 747 | 12.00 666 | 10.37 703 | 30.36 682 | 19.88 706 | 37.81 684 | 56.05 741 | 37.35 709 | 44.23 696 | 33.79 666 | 24.77 659 | 23.92 649 | 31.80 701 | 0.77 561 | 0.34 309 | 0.85 627 | 0.20 408 | 2.88 635 | 3.10 632 |
|
| ADCMid |  | 23.61 701 | 12.42 697 | 44.10 716 | 11.85 662 | 8.33 678 | 27.89 672 | 20.03 707 | 36.49 672 | 39.56 658 | 40.81 718 | 47.01 711 | 36.89 683 | 43.95 737 | 39.12 725 | 42.60 744 | 1.95 655 | 1.55 668 | 3.05 688 | 3.98 707 | 5.20 680 | 5.37 674 |
|
| ADCPNet |  | 22.75 695 | 10.94 679 | 58.96 752 | 12.24 674 | 7.57 655 | 37.33 712 | 20.08 708 | 33.89 637 | 37.37 642 | 33.49 693 | 44.32 697 | 39.36 696 | 28.43 682 | 32.19 691 | 38.55 724 | 2.25 659 | 2.69 707 | 2.37 679 | 3.59 704 | 4.33 668 | 5.01 669 |
|
| NaN_ROB |  | 17.35 640 | 7.91 649 | 18.84 620 | 11.29 649 | 4.93 542 | 33.28 698 | 20.75 709 | 38.10 687 | 43.81 683 | 30.28 672 | 31.53 584 | 32.88 657 | 20.88 642 | 29.10 677 | 17.85 605 | 0.40 464 | 0.43 338 | 0.31 569 | 0.44 578 | 0.98 561 | 3.03 629 |
|
| PatchMatch Graph Cmp |  | 27.09 721 | 9.73 671 | 27.19 668 | 11.55 654 | 5.84 601 | 39.07 723 | 20.79 710 | 44.92 728 | 56.93 745 | 53.58 747 | 61.36 751 | 58.20 746 | 47.29 747 | 41.93 735 | 40.10 733 | 5.38 706 | 2.68 705 | 3.06 690 | 1.93 684 | 4.75 676 | 5.62 677 |
|
| ADCL |  | 22.44 692 | 7.79 646 | 49.20 727 | 10.61 628 | 7.28 651 | 40.40 728 | 21.03 711 | 32.07 614 | 55.07 733 | 28.53 658 | 48.73 713 | 31.68 645 | 31.69 701 | 34.04 696 | 38.38 722 | 1.22 632 | 0.93 491 | 2.65 684 | 1.89 682 | 2.65 631 | 2.94 624 |
|
| XQC |  | 25.15 710 | 18.26 724 | 52.31 729 | 22.53 731 | 12.15 715 | 37.47 713 | 21.78 712 | 38.74 691 | 55.51 738 | 32.40 686 | 30.75 572 | 38.36 690 | 30.19 695 | 38.28 719 | 41.25 739 | 4.61 697 | 1.44 658 | 2.77 686 | 2.26 690 | 12.52 726 | 9.49 719 |
|
| ETE_ROB |  | 18.45 658 | 10.71 677 | 20.90 642 | 14.23 688 | 4.92 541 | 23.28 635 | 22.01 713 | 33.00 627 | 36.14 637 | 30.68 674 | 39.03 663 | 46.10 723 | 26.28 670 | 27.52 670 | 26.22 669 | 0.53 505 | 0.49 352 | 1.16 646 | 0.94 636 | 1.69 603 | 3.07 630 |
|
| SGM-ForestM |  | 25.21 712 | 4.80 597 | 13.50 536 | 8.68 571 | 3.74 459 | 46.85 738 | 22.04 714 | 46.25 736 | 51.32 725 | 51.28 738 | 52.07 724 | 62.64 761 | 47.13 746 | 46.05 745 | 36.30 715 | 1.99 656 | 2.25 699 | 1.21 649 | 1.24 662 | 1.65 602 | 3.21 633 |
|
| PM Graph cmp D40 |  | 27.01 720 | 9.25 669 | 26.72 666 | 12.08 669 | 5.65 586 | 38.67 720 | 22.66 715 | 45.18 732 | 54.35 730 | 53.22 745 | 58.19 743 | 59.10 750 | 47.96 748 | 43.02 739 | 40.36 734 | 5.38 706 | 2.69 707 | 3.37 697 | 2.02 686 | 4.51 672 | 5.77 679 |
|
| MFN_U_SF_DS_RVC |  | 24.71 705 | 14.86 709 | 32.18 687 | 26.47 737 | 10.48 704 | 40.27 727 | 22.83 716 | 36.88 678 | 44.51 688 | 42.59 722 | 47.13 712 | 40.20 701 | 28.00 680 | 36.70 712 | 28.36 680 | 4.23 693 | 4.00 731 | 6.73 717 | 16.35 756 | 5.05 679 | 6.34 687 |
|
| NCC-stereo |  | 20.61 674 | 7.39 642 | 25.96 663 | 15.90 703 | 16.62 741 | 20.15 612 | 23.27 717 | 44.11 725 | 41.29 669 | 25.00 623 | 38.64 660 | 35.47 677 | 28.75 683 | 36.35 708 | 26.90 674 | 4.83 700 | 2.14 693 | 3.33 695 | 9.27 741 | 3.10 641 | 3.72 647 |
|
| Abc-Net |  | 20.61 674 | 7.39 642 | 25.96 663 | 15.90 703 | 16.62 741 | 20.15 612 | 23.27 717 | 44.11 725 | 41.29 669 | 25.00 623 | 38.64 660 | 35.47 677 | 28.75 683 | 36.35 708 | 26.90 674 | 4.83 700 | 2.14 693 | 3.33 695 | 9.27 741 | 3.10 641 | 3.72 647 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| Wz-Net-TNSev |  | 25.85 715 | 21.47 736 | 59.51 754 | 10.38 619 | 7.64 658 | 42.40 732 | 23.33 719 | 35.97 664 | 54.36 731 | 36.56 706 | 43.26 691 | 45.90 721 | 41.27 731 | 37.81 717 | 37.10 718 | 2.35 663 | 1.90 685 | 0.77 615 | 1.34 665 | 5.89 690 | 7.75 702 |
|
| FC-DCNN v2 |   | 25.13 709 | 12.03 691 | 19.82 631 | 19.08 718 | 9.43 695 | 38.89 721 | 23.42 720 | 41.85 711 | 44.02 684 | 46.96 734 | 54.51 736 | 50.70 736 | 39.69 726 | 36.34 707 | 29.25 690 | 7.36 723 | 3.39 718 | 6.17 710 | 5.02 719 | 8.00 700 | 6.71 693 |
|
| SANet |  | 22.05 687 | 8.47 660 | 32.65 689 | 9.90 603 | 4.31 504 | 33.49 699 | 23.44 721 | 42.82 715 | 56.64 743 | 39.67 716 | 44.09 695 | 44.62 716 | 32.96 706 | 29.24 680 | 25.79 665 | 1.08 616 | 0.74 429 | 0.98 635 | 0.69 619 | 5.69 687 | 3.66 646 |
|
| LALA_ROB |  | 19.82 669 | 8.32 658 | 18.64 619 | 13.59 684 | 5.79 595 | 28.03 673 | 23.44 721 | 43.09 716 | 37.57 643 | 33.91 696 | 41.55 677 | 50.73 737 | 25.61 667 | 29.09 676 | 27.30 677 | 0.73 552 | 0.67 413 | 2.08 671 | 1.42 666 | 2.70 633 | 2.12 554 |
|
| FC-DCNN |   | 25.07 708 | 12.06 693 | 20.30 636 | 19.06 717 | 9.41 694 | 38.40 716 | 23.46 723 | 41.37 707 | 44.07 685 | 46.76 733 | 53.99 734 | 50.49 735 | 39.32 722 | 36.43 710 | 29.46 691 | 7.40 724 | 3.39 718 | 6.15 709 | 5.01 718 | 8.05 701 | 6.83 695 |
|
| DeepPrunerF |  | 20.61 674 | 12.13 694 | 46.35 721 | 21.53 723 | 17.78 744 | 19.41 604 | 23.64 724 | 37.23 681 | 50.61 715 | 26.20 637 | 37.72 650 | 24.90 594 | 25.02 664 | 24.63 652 | 23.53 643 | 3.13 680 | 1.65 672 | 5.69 708 | 4.09 708 | 3.64 657 | 3.34 638 |
|
| DStereoSA |  | 27.51 725 | 16.95 718 | 39.62 706 | 24.04 733 | 14.80 733 | 30.48 685 | 23.73 725 | 50.41 746 | 60.07 756 | 27.79 654 | 38.11 656 | 30.59 639 | 39.26 720 | 39.62 728 | 28.37 681 | 8.40 730 | 8.74 753 | 15.41 742 | 11.82 750 | 23.60 754 | 18.34 750 |
|
| Ntro |  | 35.59 746 | 38.58 760 | 55.41 742 | 43.66 763 | 22.54 753 | 57.26 753 | 23.73 725 | 47.69 739 | 63.99 767 | 39.63 714 | 48.82 714 | 47.68 729 | 37.60 719 | 41.55 734 | 30.80 699 | 17.85 754 | 6.61 744 | 33.21 764 | 10.52 747 | 26.65 757 | 17.97 749 |
|
| APVNet |  | 18.42 656 | 6.37 628 | 23.10 658 | 12.76 679 | 8.28 677 | 30.74 686 | 24.17 727 | 42.08 712 | 30.76 584 | 25.86 632 | 41.66 678 | 31.83 648 | 24.99 661 | 28.01 673 | 28.77 685 | 0.49 495 | 0.57 383 | 3.05 688 | 0.55 607 | 1.80 608 | 2.46 596 |
|
| ADCS |  | 27.11 722 | 15.49 713 | 48.87 726 | 15.20 699 | 10.99 706 | 31.86 693 | 24.37 728 | 43.99 723 | 58.30 751 | 43.12 723 | 49.92 719 | 41.90 710 | 41.43 733 | 42.90 738 | 46.29 755 | 3.00 678 | 2.60 702 | 2.45 681 | 3.47 702 | 7.63 697 | 8.41 709 |
|
| zh-sn7 |  | 23.82 702 | 16.94 717 | 52.41 730 | 14.57 692 | 8.11 674 | 26.98 666 | 24.39 729 | 37.04 679 | 49.49 711 | 34.43 699 | 52.44 725 | 33.79 666 | 35.37 712 | 40.92 732 | 39.03 729 | 0.86 579 | 0.93 491 | 0.55 597 | 0.40 570 | 3.27 650 | 4.37 656 |
|
| MSC_U_SF_DS_RVC |  | 37.85 756 | 35.62 757 | 55.10 737 | 38.16 756 | 13.19 726 | 57.63 756 | 24.72 730 | 52.87 758 | 63.40 766 | 66.39 776 | 63.74 757 | 58.16 745 | 54.28 757 | 51.56 758 | 47.39 759 | 9.36 736 | 5.44 739 | 14.82 741 | 15.34 755 | 18.80 744 | 11.04 732 |
|
| FINET |  | 17.02 638 | 8.11 654 | 28.42 674 | 9.29 588 | 8.89 689 | 24.46 642 | 25.06 731 | 35.40 657 | 49.52 712 | 26.73 643 | 33.49 617 | 20.50 543 | 18.75 616 | 20.67 613 | 19.18 619 | 2.30 662 | 2.09 690 | 1.13 645 | 0.75 625 | 2.86 634 | 2.84 618 |
|
| ACVNet_1 |  | 42.11 759 | 50.66 764 | 66.19 765 | 45.24 765 | 25.33 756 | 50.11 742 | 25.60 732 | 55.90 764 | 65.25 769 | 60.15 762 | 59.98 747 | 63.57 763 | 50.05 753 | 50.45 753 | 38.46 723 | 20.06 757 | 11.00 755 | 38.79 766 | 14.48 754 | 31.31 761 | 19.68 756 |
|
| LSM |  | 30.92 733 | 21.18 735 | 57.13 749 | 19.98 720 | 54.02 774 | 33.70 700 | 25.92 733 | 43.87 721 | 49.18 708 | 46.43 732 | 55.59 739 | 43.44 713 | 36.70 716 | 36.70 712 | 28.75 684 | 2.94 674 | 9.77 754 | 5.07 703 | 8.20 737 | 10.77 718 | 29.00 760 |
|
| RTS |  | 30.97 734 | 24.38 744 | 96.47 802 | 17.75 710 | 12.63 720 | 58.43 759 | 26.47 734 | 38.01 685 | 63.33 764 | 44.41 727 | 46.81 708 | 33.16 661 | 45.26 739 | 52.06 759 | 42.65 745 | 2.66 671 | 1.40 648 | 1.09 639 | 1.02 649 | 5.49 685 | 5.86 681 |
|
| RTSA |  | 30.97 734 | 24.38 744 | 96.47 802 | 17.75 710 | 12.63 720 | 58.43 759 | 26.47 734 | 38.01 685 | 63.33 764 | 44.41 727 | 46.81 708 | 33.16 661 | 45.26 739 | 52.06 759 | 42.65 745 | 2.66 671 | 1.40 648 | 1.09 639 | 1.02 649 | 5.49 685 | 5.86 681 |
|
| coex-ft |  | 31.29 737 | 39.15 761 | 93.51 801 | 9.71 600 | 5.77 594 | 36.25 708 | 26.79 736 | 31.43 605 | 59.45 754 | 73.35 784 | 58.73 745 | 45.49 720 | 48.48 749 | 30.19 683 | 46.52 757 | 1.59 644 | 1.71 675 | 0.94 632 | 0.97 645 | 9.43 708 | 6.35 689 |
|
| fsdfsdds |  | 36.92 754 | 15.83 715 | 62.00 758 | 26.93 739 | 12.36 718 | 50.64 744 | 26.84 737 | 52.54 756 | 66.30 771 | 59.31 758 | 70.80 778 | 71.87 779 | 67.77 776 | 39.48 726 | 49.07 763 | 6.69 717 | 5.68 741 | 19.02 748 | 10.00 745 | 10.69 717 | 14.64 740 |
|
| PASM |  | 29.37 730 | 19.17 725 | 50.43 728 | 23.55 732 | 23.15 754 | 27.62 669 | 27.82 738 | 35.90 661 | 50.76 717 | 35.98 704 | 40.55 673 | 47.26 727 | 34.98 710 | 35.28 700 | 38.72 725 | 12.58 751 | 15.96 761 | 17.57 747 | 22.46 761 | 13.71 732 | 13.92 738 |
|
| WZ-Net |  | 25.86 716 | 14.23 703 | 64.17 760 | 15.77 701 | 10.61 705 | 39.36 724 | 28.01 739 | 41.38 708 | 54.97 732 | 28.82 661 | 53.68 729 | 40.90 703 | 30.14 694 | 37.91 718 | 42.98 747 | 1.59 644 | 0.49 352 | 0.73 612 | 0.95 641 | 5.43 683 | 5.12 671 |
|
| rvit_105_1 |  | 14.11 618 | 6.23 626 | 22.11 652 | 13.74 685 | 4.55 522 | 15.38 533 | 28.19 740 | 27.21 542 | 43.35 681 | 19.53 538 | 24.36 490 | 22.05 562 | 15.96 577 | 18.37 583 | 12.70 563 | 2.27 660 | 0.58 388 | 0.26 548 | 2.37 693 | 0.70 515 | 2.20 565 |
|
| AnyNet_C01 |  | 30.67 732 | 27.57 748 | 76.09 779 | 17.61 709 | 12.18 716 | 50.42 743 | 28.89 741 | 39.14 696 | 41.14 666 | 41.36 719 | 65.66 765 | 47.21 726 | 40.16 728 | 47.50 748 | 49.82 764 | 2.38 665 | 2.79 710 | 2.31 675 | 2.83 698 | 8.35 703 | 9.99 724 |
|
| Wz-Net-SNSev |  | 23.35 697 | 18.18 723 | 47.37 723 | 14.55 691 | 8.63 681 | 28.33 674 | 29.16 742 | 39.88 699 | 55.80 739 | 32.16 684 | 53.91 733 | 39.35 695 | 24.42 657 | 27.60 671 | 38.11 721 | 1.06 615 | 0.24 273 | 1.20 648 | 0.95 641 | 3.16 645 | 2.93 623 |
|
| MANE |  | 33.27 740 | 12.69 698 | 21.10 643 | 22.10 728 | 15.09 736 | 49.75 741 | 29.51 743 | 54.10 761 | 56.36 742 | 59.73 761 | 64.93 762 | 65.43 766 | 57.34 768 | 52.70 762 | 41.02 737 | 10.52 739 | 6.09 742 | 7.35 722 | 20.29 760 | 9.66 710 | 9.65 721 |
|
| PA-Net |  | 16.98 637 | 8.05 653 | 29.56 678 | 10.52 623 | 11.30 709 | 21.91 626 | 29.93 744 | 32.64 618 | 39.50 657 | 20.38 556 | 28.51 538 | 23.80 580 | 20.82 640 | 21.45 630 | 25.60 662 | 0.25 409 | 2.36 700 | 0.23 539 | 4.99 717 | 1.34 586 | 6.47 691 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| nnnnnnn |  | 38.12 757 | 20.26 728 | 53.39 731 | 30.27 747 | 23.22 755 | 50.71 745 | 30.59 745 | 52.87 758 | 64.49 768 | 57.69 753 | 58.68 744 | 61.73 758 | 55.14 761 | 47.65 749 | 46.69 758 | 12.87 752 | 11.73 756 | 21.87 753 | 18.79 759 | 24.19 756 | 19.57 755 |
|
| Selective-IGEV-i16pa |  | 56.56 771 | 60.67 773 | 69.19 772 | 22.34 729 | 15.26 737 | 97.11 806 | 30.72 746 | 86.87 804 | 94.61 807 | 85.93 801 | 93.32 803 | 82.19 790 | 75.10 789 | 96.78 811 | 79.88 802 | 31.52 763 | 14.19 759 | 17.22 745 | 8.27 738 | 17.02 741 | 52.98 775 |
|
| RainbowNet |  | 51.77 765 | 63.10 776 | 65.03 764 | 60.15 770 | 39.21 766 | 59.39 761 | 31.46 747 | 57.61 768 | 78.49 791 | 50.61 737 | 66.05 766 | 59.57 751 | 45.26 739 | 50.17 752 | 42.57 743 | 46.92 773 | 45.90 782 | 53.26 772 | 32.46 767 | 54.03 774 | 34.14 763 |
|
| AnyNet_C32 |  | 24.34 703 | 15.07 710 | 42.84 712 | 13.07 681 | 11.83 712 | 31.80 691 | 31.73 748 | 32.47 616 | 45.77 694 | 35.92 703 | 49.66 717 | 34.05 668 | 35.21 711 | 44.09 742 | 43.39 748 | 1.61 648 | 1.70 674 | 1.22 652 | 2.94 699 | 4.87 678 | 7.60 700 |
|
| BEATNet-Init1 |  | 36.29 749 | 22.72 741 | 56.79 746 | 28.53 744 | 13.41 727 | 59.81 762 | 33.49 749 | 53.72 760 | 58.64 752 | 60.78 765 | 63.63 756 | 70.42 774 | 56.59 766 | 53.93 764 | 46.48 756 | 5.63 708 | 4.14 732 | 7.49 723 | 7.45 728 | 11.35 724 | 10.88 729 |
|
| Consistency-Raft |  | 41.94 758 | 35.39 756 | 45.40 718 | 33.16 752 | 41.47 767 | 45.14 737 | 33.50 750 | 56.78 767 | 55.37 737 | 32.11 683 | 65.41 763 | 30.46 638 | 49.76 751 | 40.94 733 | 48.33 762 | 27.72 762 | 35.00 774 | 43.33 767 | 51.89 778 | 39.60 764 | 28.04 759 |
|
| PSMNet_ROB |  | 17.59 646 | 6.52 632 | 16.27 587 | 14.43 690 | 7.71 661 | 29.22 678 | 33.59 751 | 43.94 722 | 38.52 653 | 24.74 619 | 33.46 616 | 34.17 670 | 17.29 600 | 18.52 584 | 25.68 664 | 0.40 464 | 0.29 293 | 0.96 633 | 2.22 689 | 2.03 617 | 1.81 465 |
|
| NVStereoNet_ROB |  | 42.81 763 | 34.00 754 | 46.84 722 | 37.40 755 | 28.64 758 | 35.65 707 | 33.88 752 | 49.95 743 | 58.27 750 | 69.65 779 | 75.69 783 | 66.36 768 | 65.66 775 | 48.37 750 | 62.04 779 | 16.50 753 | 25.07 769 | 23.61 756 | 32.35 766 | 21.58 752 | 24.72 757 |
| Nikolai Smolyanskiy, Alexey Kamenev, Stan Birchfield: On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach. Arxiv |
| UHP(ZeroShot) |  | 42.58 761 | 20.70 733 | 61.46 756 | 27.80 741 | 13.18 724 | 71.87 777 | 34.32 753 | 59.78 769 | 76.11 786 | 75.06 786 | 79.45 787 | 82.41 791 | 71.61 781 | 62.40 771 | 54.60 770 | 8.21 728 | 3.24 716 | 8.40 727 | 4.59 714 | 20.43 749 | 16.02 743 |
|
| UHP |  | 42.58 761 | 20.70 733 | 61.46 756 | 27.80 741 | 13.18 724 | 71.87 777 | 34.32 753 | 59.78 769 | 76.11 786 | 75.06 786 | 79.45 787 | 82.41 791 | 71.61 781 | 62.40 771 | 54.60 770 | 8.21 728 | 3.24 716 | 8.40 727 | 4.59 714 | 20.43 749 | 16.02 743 |
|
| TARSTereo(ZeroShot) |  | 35.88 747 | 8.27 656 | 55.15 739 | 18.27 713 | 14.38 730 | 62.84 764 | 34.84 755 | 55.27 762 | 73.51 782 | 60.72 763 | 70.46 776 | 70.92 777 | 59.64 771 | 43.48 740 | 38.94 727 | 6.61 715 | 3.80 726 | 5.22 704 | 5.64 724 | 12.83 728 | 16.77 745 |
|
| TestStereooo |  | 35.88 747 | 8.27 656 | 55.15 739 | 18.27 713 | 14.38 730 | 62.84 764 | 34.84 755 | 55.27 762 | 73.51 782 | 60.72 763 | 70.46 776 | 70.92 777 | 59.64 771 | 43.48 740 | 38.94 727 | 6.61 715 | 3.80 726 | 5.22 704 | 5.64 724 | 12.83 728 | 16.77 745 |
|
| CSAN |  | 22.36 691 | 11.11 681 | 26.06 665 | 21.79 725 | 5.59 584 | 34.55 702 | 36.54 757 | 40.04 700 | 50.84 719 | 37.47 710 | 40.31 671 | 45.09 719 | 33.07 707 | 27.44 668 | 25.80 666 | 1.60 647 | 0.75 435 | 1.08 638 | 1.80 680 | 2.89 636 | 3.36 639 |
|
| ELAS |   | 34.78 743 | 20.32 729 | 38.13 702 | 21.79 725 | 14.89 734 | 57.95 758 | 37.04 758 | 51.15 749 | 51.19 724 | 60.95 766 | 64.42 759 | 59.08 749 | 54.44 758 | 51.53 757 | 46.26 754 | 12.00 747 | 7.83 750 | 10.46 733 | 8.04 734 | 14.42 733 | 13.71 737 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| GANetREF_RVC |   | 26.12 718 | 30.35 751 | 27.03 667 | 26.08 736 | 6.28 630 | 31.16 689 | 37.25 759 | 48.48 740 | 50.90 720 | 37.30 708 | 36.39 644 | 34.11 669 | 30.98 697 | 38.51 722 | 28.38 682 | 9.08 732 | 2.68 705 | 16.48 744 | 5.42 723 | 16.24 740 | 9.34 718 |
| Zhang, Feihu and Prisacariu, Victor and Yang, Ruigang and Torr, Philip HS: GA-Net: Guided Aggregation Net for End- to-end Stereo Matching. CVPR 2019 |
| ELAS_RVC |   | 34.88 744 | 20.50 730 | 37.14 701 | 22.37 730 | 15.07 735 | 54.02 749 | 38.42 760 | 50.06 744 | 56.72 744 | 61.86 771 | 63.52 755 | 58.79 748 | 54.60 759 | 54.13 765 | 43.99 752 | 12.20 748 | 7.90 751 | 10.75 737 | 7.65 732 | 14.42 733 | 13.42 736 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| anonymity |  | 52.60 766 | 58.73 769 | 63.81 759 | 41.37 761 | 59.41 778 | 53.52 747 | 41.39 761 | 56.50 766 | 40.60 664 | 55.03 749 | 49.64 716 | 49.57 734 | 56.22 765 | 59.42 767 | 50.07 765 | 55.57 778 | 50.19 788 | 51.15 770 | 51.23 776 | 51.90 770 | 56.75 778 |
|
| 1111 |  | 36.51 750 | 17.05 719 | 55.15 739 | 27.93 743 | 13.49 728 | 63.04 766 | 41.41 762 | 51.17 750 | 69.08 778 | 56.80 752 | 60.36 750 | 60.17 753 | 62.49 774 | 60.90 769 | 43.51 751 | 5.69 710 | 3.82 728 | 7.54 725 | 4.20 712 | 13.19 730 | 13.24 735 |
|
| PWCK |  | 66.53 778 | 88.82 798 | 80.30 784 | 80.69 787 | 30.85 759 | 65.18 771 | 41.64 763 | 72.55 792 | 71.28 779 | 78.68 793 | 69.18 774 | 78.14 784 | 62.17 773 | 82.93 799 | 63.46 781 | 80.46 797 | 40.52 778 | 82.05 790 | 47.71 773 | 74.54 790 | 39.47 768 |
|
| UHP(FT) |  | 36.77 751 | 22.66 739 | 45.95 719 | 32.95 750 | 12.80 722 | 55.89 751 | 42.93 764 | 51.78 752 | 62.09 760 | 52.97 742 | 62.76 753 | 61.60 756 | 55.26 762 | 50.59 754 | 43.41 749 | 7.96 726 | 7.24 748 | 21.71 751 | 16.90 757 | 19.03 745 | 9.01 714 |
|
| mmmmmm |  | 36.77 751 | 22.66 739 | 45.95 719 | 32.95 750 | 12.80 722 | 55.89 751 | 42.93 764 | 51.78 752 | 62.09 760 | 52.97 742 | 62.76 753 | 61.60 756 | 55.26 762 | 50.59 754 | 43.41 749 | 7.96 726 | 7.24 748 | 21.71 751 | 16.90 757 | 19.03 745 | 9.01 714 |
|
| DPSNet |  | 25.20 711 | 7.92 650 | 36.17 699 | 11.72 658 | 6.85 640 | 53.68 748 | 43.17 766 | 52.22 755 | 60.09 757 | 31.61 678 | 39.76 668 | 40.91 704 | 35.82 713 | 33.42 694 | 26.48 671 | 4.98 703 | 2.10 691 | 0.50 591 | 1.13 655 | 9.63 709 | 5.83 680 |
|
| SPS-STEREO |   | 56.02 770 | 59.82 772 | 64.35 761 | 45.23 764 | 53.96 773 | 61.34 763 | 44.05 767 | 60.08 771 | 50.73 716 | 62.61 772 | 61.78 752 | 59.73 752 | 57.62 769 | 60.63 768 | 59.08 774 | 58.29 786 | 48.28 783 | 51.30 771 | 49.29 774 | 55.67 775 | 56.59 777 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| PVD |  | 34.10 742 | 19.91 727 | 39.04 703 | 27.08 740 | 18.09 745 | 35.11 704 | 44.32 768 | 52.16 754 | 66.36 772 | 53.04 744 | 64.50 760 | 52.33 740 | 56.17 764 | 52.24 761 | 42.11 742 | 4.17 692 | 4.82 736 | 9.60 731 | 4.65 716 | 11.11 723 | 25.25 758 |
|
| Selective-IGEV-i1pa |  | 57.38 772 | 73.68 784 | 57.99 751 | 30.52 749 | 16.00 740 | 94.78 803 | 47.32 769 | 81.01 801 | 87.35 799 | 88.30 804 | 87.25 800 | 74.22 781 | 69.27 778 | 94.79 809 | 75.11 796 | 45.36 772 | 27.45 773 | 26.50 758 | 13.85 753 | 21.66 753 | 35.12 764 |
|
| ACVNet_2 |  | 58.13 773 | 62.74 775 | 73.58 776 | 66.59 773 | 38.77 765 | 63.23 767 | 49.56 770 | 72.12 790 | 82.24 795 | 79.37 794 | 88.96 802 | 76.25 782 | 73.29 785 | 55.14 766 | 48.05 760 | 38.17 766 | 24.21 768 | 54.92 773 | 37.94 770 | 48.23 769 | 29.29 761 |
|
| SGM+DAISY |  | 55.54 769 | 57.77 768 | 64.45 762 | 40.89 760 | 53.89 772 | 63.34 768 | 50.45 771 | 56.00 765 | 45.95 695 | 61.43 769 | 64.32 758 | 61.05 754 | 56.70 767 | 61.32 770 | 56.86 773 | 56.51 785 | 49.35 786 | 50.49 769 | 50.00 775 | 52.52 771 | 57.57 779 |
|
| IMH-64-1 |  | 59.89 774 | 58.89 770 | 69.08 769 | 66.46 771 | 50.96 770 | 57.48 754 | 51.18 772 | 69.03 781 | 67.25 773 | 67.90 777 | 80.31 790 | 70.42 774 | 74.30 786 | 72.66 785 | 50.07 765 | 42.88 769 | 43.00 779 | 65.88 776 | 47.48 771 | 53.41 772 | 39.15 766 |
|
| IMH-64 |  | 59.89 774 | 58.89 770 | 69.08 769 | 66.46 771 | 50.96 770 | 57.48 754 | 51.18 772 | 69.03 781 | 67.25 773 | 67.90 777 | 80.31 790 | 70.42 774 | 74.30 786 | 72.66 785 | 50.07 765 | 42.88 769 | 43.00 779 | 65.88 776 | 47.48 771 | 53.41 772 | 39.15 766 |
|
| IMH |  | 63.51 776 | 61.05 774 | 69.15 771 | 69.90 775 | 54.09 775 | 65.82 772 | 55.66 774 | 72.12 790 | 72.52 780 | 72.73 782 | 81.82 792 | 73.16 780 | 79.86 792 | 77.03 790 | 52.57 768 | 44.46 771 | 50.01 787 | 68.11 778 | 51.57 777 | 56.59 776 | 41.88 769 |
|
| TorneroNet-64 |  | 66.18 777 | 71.37 781 | 72.19 775 | 76.80 779 | 59.54 779 | 67.82 773 | 59.56 775 | 67.83 779 | 79.98 792 | 63.09 773 | 67.00 769 | 82.98 793 | 69.97 780 | 68.02 774 | 62.78 780 | 49.03 775 | 44.17 781 | 73.23 780 | 64.19 780 | 69.14 780 | 54.83 776 |
|
| WAO-6 |  | 71.06 779 | 73.42 783 | 67.24 766 | 79.78 786 | 61.93 782 | 69.67 774 | 60.23 776 | 75.12 795 | 87.02 798 | 74.87 785 | 79.60 789 | 79.28 786 | 84.75 800 | 68.25 776 | 61.91 778 | 67.67 789 | 48.98 785 | 81.65 788 | 73.43 785 | 66.76 778 | 59.64 780 |
|
| notaker |  | 72.59 784 | 79.99 792 | 79.75 783 | 79.06 783 | 68.60 786 | 63.66 769 | 62.15 777 | 69.61 786 | 75.78 785 | 77.77 791 | 79.16 786 | 79.92 788 | 84.80 801 | 77.69 791 | 59.73 775 | 70.15 792 | 61.03 795 | 77.65 783 | 68.69 782 | 70.81 782 | 65.81 786 |
|
| JetBlue |  | 54.72 768 | 46.20 763 | 75.05 777 | 51.44 766 | 47.85 768 | 76.48 786 | 62.38 778 | 64.44 774 | 62.86 763 | 63.67 774 | 65.49 764 | 78.96 785 | 68.77 777 | 68.63 777 | 75.95 798 | 37.07 765 | 25.78 771 | 29.10 762 | 29.19 765 | 29.75 760 | 35.27 765 |
|
| LVE |  | 71.96 781 | 73.19 782 | 84.13 787 | 75.60 778 | 55.78 777 | 75.59 781 | 63.60 779 | 77.67 796 | 83.64 796 | 82.16 795 | 87.25 800 | 83.54 795 | 82.79 797 | 76.17 788 | 65.22 782 | 49.11 776 | 57.71 794 | 74.86 782 | 62.93 779 | 66.84 779 | 61.36 781 |
|
| TorneroNet |  | 71.59 780 | 73.91 785 | 76.67 780 | 81.06 788 | 65.65 783 | 71.44 776 | 65.68 780 | 71.66 789 | 75.08 784 | 71.76 781 | 73.09 782 | 84.12 797 | 74.51 788 | 70.46 780 | 69.58 784 | 59.87 787 | 48.58 784 | 79.93 784 | 73.78 786 | 75.74 791 | 69.18 789 |
|
| Dean |  | 80.94 800 | 86.19 797 | 83.94 786 | 85.03 792 | 60.07 780 | 75.42 780 | 67.27 781 | 81.85 802 | 88.36 800 | 92.35 805 | 87.09 799 | 92.14 806 | 93.19 806 | 83.37 800 | 74.06 793 | 68.69 790 | 66.48 797 | 94.89 810 | 84.90 801 | 83.86 797 | 69.69 790 |
|
| HanzoNet |  | 77.99 798 | 81.45 795 | 83.64 785 | 78.05 782 | 69.26 787 | 75.78 784 | 69.09 782 | 73.99 793 | 78.09 790 | 82.39 797 | 83.06 793 | 85.66 801 | 87.00 804 | 86.11 804 | 74.40 794 | 85.46 805 | 68.53 798 | 81.84 789 | 75.61 789 | 73.07 788 | 67.26 787 |
|
| MFMNet_re |  | 72.11 782 | 79.45 790 | 64.79 763 | 52.91 767 | 84.26 793 | 78.00 789 | 69.47 783 | 64.08 773 | 67.45 776 | 61.33 768 | 71.28 779 | 64.22 764 | 69.42 779 | 72.45 782 | 61.54 776 | 81.63 800 | 73.93 801 | 80.19 786 | 74.21 787 | 83.02 796 | 88.49 801 |
|
| WAO-8 |  | 77.20 796 | 78.94 788 | 67.39 767 | 86.73 793 | 72.82 790 | 79.98 792 | 69.63 784 | 77.88 797 | 88.66 801 | 83.17 798 | 86.77 797 | 85.56 799 | 85.20 802 | 72.63 783 | 69.82 785 | 75.00 793 | 55.65 791 | 87.92 805 | 83.63 798 | 71.60 784 | 64.97 784 |
|
| Venus |  | 77.20 796 | 78.94 788 | 67.39 767 | 86.73 793 | 72.82 790 | 79.98 792 | 69.63 784 | 77.88 797 | 88.66 801 | 83.17 798 | 86.77 797 | 85.56 799 | 85.20 802 | 72.63 783 | 69.82 785 | 75.00 793 | 55.65 791 | 87.92 805 | 83.63 798 | 71.61 785 | 64.97 784 |
|
| ktn |  | 72.86 785 | 80.20 793 | 70.88 773 | 79.38 785 | 69.76 789 | 75.01 779 | 70.17 786 | 69.27 783 | 77.21 788 | 73.05 783 | 77.79 785 | 77.79 783 | 77.01 790 | 73.04 787 | 56.44 772 | 79.36 795 | 66.31 796 | 80.24 787 | 68.37 781 | 72.53 787 | 63.45 783 |
|
| WAO-7 |  | 72.48 783 | 78.58 787 | 55.84 743 | 79.20 784 | 69.56 788 | 71.30 775 | 73.06 787 | 78.20 799 | 84.37 797 | 77.52 790 | 85.78 796 | 79.44 787 | 80.26 793 | 65.93 773 | 66.47 783 | 62.13 788 | 69.81 799 | 70.46 779 | 73.18 784 | 66.66 777 | 61.95 782 |
|
| DPSimNet_ROB |  | 74.86 790 | 83.75 796 | 61.14 755 | 77.51 780 | 65.78 784 | 76.04 785 | 75.86 788 | 74.62 794 | 77.61 789 | 82.20 796 | 75.97 784 | 80.50 789 | 72.45 783 | 68.06 775 | 84.65 804 | 81.90 801 | 52.11 789 | 79.97 785 | 76.71 790 | 70.85 783 | 79.47 794 |
|
| UNDER WATER-64 |  | 73.59 786 | 75.19 786 | 88.26 795 | 74.50 777 | 55.55 776 | 78.94 790 | 76.55 789 | 65.86 775 | 68.37 777 | 75.79 789 | 69.24 775 | 84.00 796 | 77.49 791 | 69.01 778 | 73.11 792 | 81.39 799 | 57.22 793 | 82.69 791 | 80.62 791 | 69.53 781 | 68.45 788 |
|
| UNDER WATER |  | 76.36 794 | 79.65 791 | 88.23 794 | 84.62 789 | 67.01 785 | 77.90 788 | 78.03 790 | 67.43 778 | 72.64 781 | 75.52 788 | 71.49 781 | 85.52 798 | 82.57 796 | 70.68 781 | 75.48 797 | 79.61 796 | 54.01 790 | 86.59 802 | 84.76 800 | 72.44 786 | 72.94 791 |
|
| JetRed |  | 79.80 799 | 80.33 794 | 91.79 798 | 71.25 776 | 75.71 792 | 91.85 795 | 80.84 791 | 79.41 800 | 80.84 793 | 84.48 800 | 84.47 795 | 83.34 794 | 72.72 784 | 79.51 792 | 85.74 805 | 69.66 791 | 81.68 802 | 73.70 781 | 72.68 783 | 82.42 795 | 73.53 792 |
|
| MADNet+ |  | 53.97 767 | 69.36 779 | 98.79 809 | 67.30 774 | 38.52 764 | 79.97 791 | 81.50 792 | 61.38 772 | 62.53 762 | 52.01 741 | 55.50 738 | 61.22 755 | 59.61 770 | 70.25 779 | 77.26 799 | 25.21 760 | 25.07 769 | 17.40 746 | 12.69 751 | 34.21 763 | 29.70 762 |
|
| KSHMR |  | 88.63 803 | 93.05 806 | 84.15 788 | 95.59 800 | 91.74 799 | 82.94 794 | 83.28 793 | 84.59 803 | 81.87 794 | 87.85 802 | 83.96 794 | 91.71 805 | 81.49 794 | 76.73 789 | 82.12 803 | 96.47 811 | 96.06 807 | 96.71 811 | 97.16 810 | 92.74 803 | 92.47 809 |
|
| TARStereo(FT) |  | 31.66 738 | 14.54 705 | 33.52 691 | 40.22 757 | 9.08 691 | 75.72 782 | 89.59 794 | 44.95 729 | 43.23 679 | 35.59 701 | 51.51 721 | 48.50 732 | 39.33 723 | 36.19 704 | 33.60 707 | 9.32 734 | 1.80 677 | 10.65 735 | 1.62 675 | 10.59 715 | 3.74 649 |
|
| 2222 |  | 31.66 738 | 14.54 705 | 33.52 691 | 40.22 757 | 9.08 691 | 75.72 782 | 89.59 794 | 44.95 729 | 43.23 679 | 35.59 701 | 51.51 721 | 48.50 732 | 39.33 723 | 36.19 704 | 33.60 707 | 9.32 734 | 1.80 677 | 10.65 735 | 1.62 675 | 10.59 715 | 3.74 649 |
|
| MADNet++ |  | 94.07 809 | 93.58 807 | 90.62 797 | 96.24 801 | 96.57 801 | 97.26 807 | 90.52 796 | 94.64 810 | 91.89 803 | 97.09 811 | 93.64 804 | 94.65 807 | 92.81 805 | 96.06 810 | 95.06 809 | 95.31 808 | 95.85 806 | 92.44 809 | 92.08 807 | 91.00 802 | 94.17 811 |
|
| RSGM-EC |  | 88.05 801 | 67.56 777 | 54.72 734 | 84.76 790 | 87.14 794 | 94.31 798 | 92.47 797 | 94.54 808 | 98.04 808 | 95.58 809 | 98.08 809 | 85.88 802 | 83.46 798 | 79.65 793 | 79.54 800 | 95.39 809 | 97.60 808 | 91.56 807 | 95.03 808 | 94.55 805 | 91.16 806 |
|
| acva |  | 88.05 801 | 67.56 777 | 54.72 734 | 84.76 790 | 87.14 794 | 94.31 798 | 92.47 797 | 94.54 808 | 98.04 808 | 95.58 809 | 98.08 809 | 85.88 802 | 83.46 798 | 79.65 793 | 79.54 800 | 95.39 809 | 97.60 808 | 91.56 807 | 95.03 808 | 94.55 805 | 91.16 806 |
|
| noway2 |  | 74.82 789 | 90.51 800 | 86.11 793 | 97.71 806 | 97.20 805 | 94.29 796 | 92.79 799 | 66.76 776 | 50.07 713 | 59.02 757 | 66.27 768 | 67.17 771 | 44.73 738 | 83.77 801 | 72.42 791 | 55.72 779 | 22.33 766 | 83.86 799 | 82.77 797 | 94.72 807 | 88.14 798 |
|
| TCMNet-wrong-test |  | 76.88 795 | 91.55 802 | 89.69 796 | 97.65 802 | 97.33 807 | 94.96 804 | 92.79 799 | 70.14 787 | 66.18 770 | 63.79 775 | 71.43 780 | 65.35 765 | 51.30 755 | 85.36 803 | 74.52 795 | 56.30 784 | 20.24 762 | 82.94 795 | 82.30 792 | 95.20 812 | 88.51 802 |
|
| noway4 |  | 74.69 788 | 91.91 805 | 85.62 789 | 97.67 803 | 97.18 802 | 94.33 801 | 92.85 801 | 68.76 780 | 47.98 703 | 58.68 755 | 66.05 766 | 65.91 767 | 45.29 742 | 82.12 797 | 71.89 789 | 55.99 782 | 22.33 766 | 83.72 798 | 82.58 795 | 94.81 811 | 88.15 799 |
|
| noway3 |  | 75.10 793 | 90.49 799 | 85.94 792 | 97.77 807 | 97.18 802 | 94.35 802 | 92.89 802 | 67.32 777 | 50.08 714 | 58.76 756 | 68.07 772 | 67.49 772 | 47.01 745 | 84.71 802 | 72.10 790 | 56.22 783 | 21.83 763 | 84.10 800 | 82.69 796 | 94.78 810 | 88.27 800 |
|
| zzzz4 |  | 74.87 791 | 91.63 803 | 85.87 791 | 97.67 803 | 97.19 804 | 94.29 796 | 92.99 803 | 69.50 785 | 47.74 702 | 59.43 760 | 67.14 770 | 67.04 769 | 45.82 744 | 82.16 798 | 71.81 788 | 55.91 780 | 22.27 765 | 83.61 796 | 82.46 793 | 94.75 808 | 88.08 797 |
|
| noway1 |  | 74.87 791 | 91.64 804 | 85.84 790 | 97.67 803 | 97.20 805 | 94.31 798 | 93.00 804 | 69.48 784 | 47.62 701 | 59.40 759 | 67.47 771 | 67.08 770 | 45.76 743 | 82.10 796 | 71.71 787 | 55.93 781 | 22.26 764 | 83.62 797 | 82.46 793 | 94.75 808 | 88.04 796 |
|
| SAMSARA |  | 35.29 745 | 19.78 726 | 33.90 694 | 55.86 769 | 36.15 762 | 76.79 787 | 94.89 805 | 49.29 742 | 51.59 727 | 38.15 712 | 37.83 653 | 53.71 741 | 39.29 721 | 40.56 730 | 40.41 735 | 4.02 690 | 6.72 745 | 2.35 678 | 4.12 709 | 9.70 711 | 10.76 728 |
|
| MultiAttention |  | 21.69 683 | 2.01 357 | 15.73 579 | 12.71 677 | 4.25 498 | 64.19 770 | 95.86 806 | 42.54 713 | 41.72 671 | 15.77 443 | 30.53 567 | 28.15 621 | 7.60 406 | 44.56 744 | 14.92 578 | 1.03 612 | 0.26 281 | 1.05 637 | 1.56 673 | 4.71 675 | 4.75 662 |
|
| HaxPig |  | 99.40 812 | 99.99 816 | 97.53 804 | 99.99 818 | 99.99 817 | 96.91 805 | 97.19 807 | 99.57 814 | 99.99 814 | 99.98 818 | 100.00 815 | 99.99 821 | 99.96 814 | 99.06 813 | 97.86 810 | 99.99 816 | 100.00 816 | 100.00 816 | 100.00 816 | 100.00 820 | 99.98 818 |
|
| AVERAGE_ROB |  | 99.81 817 | 99.99 816 | 99.44 810 | 100.00 819 | 100.00 819 | 99.02 812 | 97.81 808 | 100.00 818 | 100.00 816 | 100.00 819 | 100.00 815 | 100.00 823 | 100.00 815 | 100.00 819 | 100.00 818 | 100.00 818 | 100.00 816 | 100.00 816 | 100.00 816 | 100.00 820 | 100.00 819 |
|
| MEDIAN_ROB |  | 99.20 811 | 99.85 814 | 99.64 811 | 98.51 810 | 98.53 812 | 98.60 811 | 97.88 809 | 98.83 813 | 98.59 811 | 99.35 815 | 99.47 812 | 99.57 816 | 99.05 811 | 98.38 812 | 98.37 812 | 99.99 816 | 99.63 812 | 100.00 816 | 100.00 816 | 99.82 816 | 99.92 817 |
|
| xxxxx1 |  | 91.89 805 | 95.36 808 | 98.42 806 | 87.40 795 | 89.37 796 | 98.54 808 | 98.20 810 | 92.95 805 | 93.30 804 | 93.53 806 | 95.30 806 | 97.01 808 | 96.36 807 | 94.68 806 | 94.93 806 | 83.39 802 | 84.31 803 | 82.86 792 | 88.15 804 | 84.30 798 | 89.46 803 |
|
| tt_ll |  | 91.89 805 | 95.36 808 | 98.42 806 | 87.40 795 | 89.37 796 | 98.54 808 | 98.20 810 | 92.95 805 | 93.30 804 | 93.53 806 | 95.30 806 | 97.01 808 | 96.36 807 | 94.68 806 | 94.93 806 | 83.39 802 | 84.31 803 | 82.86 792 | 88.15 804 | 84.30 798 | 89.46 803 |
|
| ff |  | 91.89 805 | 95.36 808 | 98.42 806 | 87.40 795 | 89.37 796 | 98.54 808 | 98.20 810 | 92.95 805 | 93.30 804 | 93.53 806 | 95.30 806 | 97.01 808 | 96.36 807 | 94.68 806 | 94.93 806 | 83.39 802 | 84.31 803 | 82.86 792 | 88.15 804 | 84.30 798 | 89.46 803 |
|
| PML |  | 99.07 810 | 100.00 819 | 98.17 805 | 99.22 811 | 99.21 813 | 99.98 816 | 99.74 813 | 98.27 812 | 98.10 810 | 100.00 819 | 99.37 811 | 98.77 813 | 99.85 813 | 100.00 819 | 98.07 811 | 100.00 818 | 99.54 811 | 100.00 816 | 99.51 813 | 99.87 817 | 93.65 810 |
|
| USTest |  | 93.46 808 | 90.54 801 | 77.93 782 | 88.02 798 | 92.66 800 | 99.95 815 | 99.98 814 | 99.76 815 | 99.80 812 | 99.20 814 | 99.52 813 | 98.00 811 | 99.17 812 | 89.23 805 | 99.32 813 | 90.19 806 | 98.20 810 | 84.23 801 | 87.33 803 | 84.55 801 | 91.69 808 |
|
| test_example2 |  | 99.67 816 | 99.99 816 | 99.99 815 | 100.00 819 | 99.99 817 | 99.87 814 | 99.99 815 | 98.01 811 | 100.00 816 | 100.00 819 | 100.00 815 | 98.18 812 | 98.43 810 | 99.98 816 | 99.98 815 | 100.00 818 | 99.99 815 | 99.40 814 | 99.52 814 | 100.00 820 | 100.00 819 |
|
| RAFTStereoReplicaGSO |  | | | | | | | 100.00 816 | 100.00 818 | 100.00 816 | 100.00 819 | 100.00 815 | 100.00 823 | 100.00 815 | 100.00 819 | 100.00 818 | 100.00 818 | 100.00 816 | 100.00 816 | 100.00 816 | 100.00 820 | |
|
| zzzzzz3 |  | 99.49 813 | 97.95 812 | 99.83 813 | 99.34 813 | 98.19 811 | 100.00 817 | 100.00 816 | 100.00 818 | 100.00 816 | 100.00 819 | 100.00 815 | 99.46 814 | 100.00 815 | 100.00 819 | 100.00 818 | 98.17 813 | 100.00 816 | 100.00 816 | 100.00 816 | 98.07 813 | 98.76 812 |
|
| zzzz2 |  | 100.00 822 | 100.00 819 | 100.00 818 | 100.00 819 | 100.00 819 | 100.00 817 | 100.00 816 | 100.00 818 | 100.00 816 | 100.00 819 | 100.00 815 | 100.00 823 | 100.00 815 | 100.00 819 | 100.00 818 | 100.00 818 | 100.00 816 | 100.00 816 | 100.00 816 | 100.00 820 | 100.00 819 |
|
| zzz1 |  | 99.49 813 | 97.91 811 | 99.99 815 | 99.34 813 | 98.18 810 | 100.00 817 | 100.00 816 | 100.00 818 | 100.00 816 | 100.00 819 | 100.00 815 | 99.46 814 | 100.00 815 | 100.00 819 | 100.00 818 | 98.17 813 | 100.00 816 | 100.00 816 | 100.00 816 | 98.07 813 | 98.78 813 |
|
| noway5 |  | 100.00 822 | 100.00 819 | 100.00 818 | 100.00 819 | 100.00 819 | 100.00 817 | 100.00 816 | 100.00 818 | 100.00 816 | 100.00 819 | 100.00 815 | 100.00 823 | 100.00 815 | 100.00 819 | 100.00 818 | 100.00 818 | 100.00 816 | 100.00 816 | 100.00 816 | 100.00 820 | 100.00 819 |
|
| fast-reg |  | 100.00 822 | 100.00 819 | 100.00 818 | 100.00 819 | 100.00 819 | 100.00 817 | 100.00 816 | 100.00 818 | 100.00 816 | 100.00 819 | 100.00 815 | 100.00 823 | 100.00 815 | 100.00 819 | 100.00 818 | 100.00 818 | 100.00 816 | 100.00 816 | 100.00 816 | 100.00 820 | 100.00 819 |
|
| iinet-test |  | 99.97 820 | 100.00 819 | 100.00 818 | 99.84 816 | 99.87 815 | 100.00 817 | 100.00 816 | 100.00 818 | 100.00 816 | 100.00 819 | 100.00 815 | 100.00 823 | 100.00 815 | 100.00 819 | 100.00 818 | 100.00 818 | 100.00 816 | 100.00 816 | 100.00 816 | 99.92 818 | 99.83 816 |
|
| IINet |  | 99.97 820 | 100.00 819 | 100.00 818 | 99.84 816 | 99.87 815 | 100.00 817 | 100.00 816 | 100.00 818 | 100.00 816 | 100.00 819 | 100.00 815 | 100.00 823 | 100.00 815 | 100.00 819 | 100.00 818 | 100.00 818 | 100.00 816 | 100.00 816 | 100.00 816 | 99.92 818 | 99.82 815 |
|
| Hybrid-DGEV |  | 100.00 822 | 100.00 819 | 100.00 818 | 100.00 819 | 100.00 819 | 100.00 817 | 100.00 816 | 100.00 818 | 100.00 816 | 100.00 819 | 100.00 815 | 100.00 823 | 100.00 815 | 100.00 819 | 100.00 818 | 100.00 818 | 100.00 816 | 100.00 816 | 100.00 816 | 100.00 820 | 100.00 819 |
|
| RAFT-FEzeroshot |  | 100.00 822 | 100.00 819 | 100.00 818 | 100.00 819 | 100.00 819 | 100.00 817 | 100.00 816 | 100.00 818 | 100.00 816 | 100.00 819 | 100.00 815 | 100.00 823 | 100.00 815 | 100.00 819 | 100.00 818 | 100.00 818 | 100.00 816 | 100.00 816 | 100.00 816 | 100.00 820 | 100.00 819 |
|
| RAFT-FE |  | 100.00 822 | 100.00 819 | 100.00 818 | 100.00 819 | 100.00 819 | 100.00 817 | 100.00 816 | 100.00 818 | 100.00 816 | 100.00 819 | 100.00 815 | 100.00 823 | 100.00 815 | 100.00 819 | 100.00 818 | 100.00 818 | 100.00 816 | 100.00 816 | 100.00 816 | 100.00 820 | 100.00 819 |
|
| FlowAnything |  | 100.00 822 | 100.00 819 | 100.00 818 | 100.00 819 | 100.00 819 | 100.00 817 | 100.00 816 | 100.00 818 | 100.00 816 | 100.00 819 | 100.00 815 | 100.00 823 | 100.00 815 | 100.00 819 | 100.00 818 | 100.00 818 | 100.00 816 | 100.00 816 | 100.00 816 | 100.00 820 | 100.00 819 |
|
| Selective-RAFT-Error |  | 100.00 822 | 100.00 819 | 100.00 818 | 100.00 819 | 100.00 819 | 100.00 817 | 100.00 816 | 100.00 818 | 100.00 816 | 100.00 819 | 100.00 815 | 100.00 823 | 100.00 815 | 100.00 819 | 100.00 818 | 100.00 818 | 100.00 816 | 100.00 816 | 100.00 816 | 100.00 820 | 100.00 819 |
|
| Anonymous_1 |  | 99.63 815 | 99.96 815 | 99.94 814 | 99.77 815 | 99.59 814 | 100.00 817 | 100.00 816 | 99.81 817 | 99.98 813 | 99.63 816 | 99.94 814 | 99.75 818 | 100.00 815 | 99.67 814 | 99.89 814 | 98.37 815 | 99.84 813 | 98.70 813 | 99.26 812 | 99.29 815 | 99.24 814 |
|
| tt |  | 89.84 804 | 1.21 137 | 99.99 815 | 99.29 812 | 100.00 819 | 100.00 817 | 100.00 816 | 100.00 818 | 99.99 814 | 78.46 792 | 68.51 773 | 99.99 821 | 100.00 815 | 100.00 819 | 100.00 818 | 95.27 807 | 99.93 814 | 87.33 803 | 86.20 802 | 94.13 804 | 86.50 795 |
|
| CasAABBNet |  | 100.00 822 | 100.00 819 | 100.00 818 | 100.00 819 | 100.00 819 | 100.00 817 | 100.00 816 | 100.00 818 | 100.00 816 | 100.00 819 | 100.00 815 | 100.00 823 | 100.00 815 | 100.00 819 | 100.00 818 | 100.00 818 | 100.00 816 | 100.00 816 | 100.00 816 | 100.00 820 | 100.00 819 |
|
| LSM0 |  | 100.00 822 | 100.00 819 | 100.00 818 | 100.00 819 | 100.00 819 | 100.00 817 | 100.00 816 | 100.00 818 | 100.00 816 | 100.00 819 | 100.00 815 | 100.00 823 | 100.00 815 | 100.00 819 | 100.00 818 | 100.00 818 | 100.00 816 | 100.00 816 | 100.00 816 | 100.00 820 | 100.00 819 |
|
| DPSMNet_ROB |  | 99.95 818 | 100.00 819 | 100.00 818 | 100.00 819 | 100.00 819 | 100.00 817 | 100.00 816 | 100.00 818 | 100.00 816 | 99.16 812 | 100.00 815 | 99.95 819 | 100.00 815 | 99.98 816 | 99.99 816 | 100.00 818 | 100.00 816 | 100.00 816 | 100.00 816 | 100.00 820 | 100.00 819 |
|
| DGTPSM_ROB |  | 99.95 818 | 100.00 819 | 100.00 818 | 100.00 819 | 100.00 819 | 100.00 817 | 100.00 816 | 100.00 818 | 100.00 816 | 99.16 812 | 100.00 815 | 99.95 819 | 100.00 815 | 99.98 816 | 99.99 816 | 100.00 818 | 100.00 816 | 100.00 816 | 100.00 816 | 100.00 820 | 100.00 819 |
|
| DPSM_ROB |  | 100.00 822 | 100.00 819 | 100.00 818 | 100.00 819 | 100.00 819 | 100.00 817 | 100.00 816 | 100.00 818 | 100.00 816 | 100.00 819 | 100.00 815 | 100.00 823 | 100.00 815 | 100.00 819 | 100.00 818 | 100.00 818 | 100.00 816 | 100.00 816 | 100.00 816 | 100.00 820 | 100.00 819 |
|
| DPSM |  | 100.00 822 | 100.00 819 | 100.00 818 | 100.00 819 | 100.00 819 | 100.00 817 | 100.00 816 | 100.00 818 | 100.00 816 | 100.00 819 | 100.00 815 | 100.00 823 | 100.00 815 | 100.00 819 | 100.00 818 | 100.00 818 | 100.00 816 | 100.00 816 | 100.00 816 | 100.00 820 | 100.00 819 |
|
| PatchMatch |  | | 9.73 671 | | 11.74 659 | | 37.99 714 | | 44.72 727 | | 53.41 746 | | 57.65 744 | | 44.55 743 | | 5.29 705 | | 3.27 694 | | 4.36 670 | |
|
| ccccc |  | | 98.11 813 | | 100.00 819 | 100.00 819 | 99.33 813 | | 99.78 816 | | 99.63 816 | | 99.67 817 | | 99.95 815 | | 100.00 818 | 100.00 816 | 99.97 815 | 99.91 815 | 100.00 820 | |
|