| WAFT-Stereo (ZS) |  | 0.97 2 | 0.88 45 | 2.73 4 | 1.23 1 | 0.34 24 | 1.42 17 | 0.13 51 | 3.29 12 | 1.62 13 | 1.75 72 | 1.00 38 | 0.16 1 | 0.20 6 | 3.81 47 | 0.76 16 | 0.01 10 | 0.01 21 | 0.01 264 | 0.05 256 | 0.02 5 | 0.03 15 |
|
| LACA3 |  | 1.49 19 | 1.16 110 | 2.90 6 | 1.45 2 | 0.85 112 | 2.31 42 | 1.59 226 | 5.16 23 | 1.59 12 | 1.34 36 | 0.65 28 | 0.65 45 | 0.61 42 | 8.94 223 | 0.45 2 | 0.04 107 | 0.01 21 | 0.00 1 | 0.00 1 | 0.04 62 | 0.12 36 |
|
| LACA1 |  | 1.26 8 | 1.11 99 | 3.02 7 | 1.48 3 | 0.60 67 | 2.46 45 | 0.44 91 | 5.13 21 | 1.26 3 | 1.82 80 | 0.26 9 | 0.48 35 | 1.74 117 | 4.67 77 | 0.52 3 | 0.02 46 | 0.03 76 | 0.00 1 | 0.00 1 | 0.04 62 | 0.12 36 |
|
| LACA2 |  | 1.41 14 | 1.71 248 | 5.26 134 | 1.58 4 | 0.20 10 | 3.00 67 | 0.13 51 | 6.58 79 | 1.37 5 | 1.24 26 | 0.81 34 | 0.58 40 | 0.79 52 | 4.13 59 | 0.68 11 | 0.03 86 | 0.03 76 | 0.00 1 | 0.00 1 | 0.05 76 | 0.01 1 |
|
| DispViT+ |  | 2.53 99 | 0.81 33 | 3.69 45 | 1.65 5 | 5.13 541 | 2.71 53 | 0.09 38 | 13.20 270 | 6.78 217 | 1.73 71 | 1.08 41 | 0.72 51 | 1.05 71 | 9.42 254 | 1.60 131 | 0.74 539 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 33 | 0.06 21 |
|
| BridgeDepth_RVC |   | 1.61 30 | 1.02 78 | 3.25 17 | 1.82 6 | 0.74 86 | 3.96 125 | 0.02 6 | 6.73 94 | 1.85 17 | 1.51 56 | 1.19 46 | 1.05 68 | 2.91 175 | 3.96 50 | 1.00 41 | 0.92 574 | 0.08 173 | 0.12 462 | 0.06 270 | 0.01 1 | 0.02 11 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| small-0shot |  | 1.42 15 | 1.00 72 | 3.74 46 | 1.93 7 | 0.92 122 | 1.38 16 | 1.88 297 | 3.50 13 | 1.87 19 | 1.38 40 | 4.25 135 | 1.62 100 | 0.34 15 | 3.49 36 | 0.90 27 | 0.04 107 | 0.01 21 | 0.00 1 | 0.00 1 | 0.02 5 | 0.05 18 |
|
| VMStereo-Base |   | 3.56 193 | 1.14 108 | 4.69 97 | 2.08 8 | 0.51 57 | 2.97 65 | 0.56 103 | 10.54 214 | 14.83 369 | 3.99 186 | 9.20 259 | 7.37 295 | 2.33 149 | 8.03 187 | 2.34 196 | 0.12 301 | 0.08 173 | 0.04 354 | 0.00 1 | 0.07 103 | 0.20 55 |
|
| BridgeDepth |   | 1.76 42 | 1.05 82 | 3.18 11 | 2.17 9 | 0.16 8 | 6.45 338 | 0.05 27 | 6.54 77 | 3.33 96 | 1.56 61 | 0.40 12 | 1.99 128 | 2.73 169 | 4.72 79 | 0.75 15 | 0.04 107 | 0.02 56 | 0.00 1 | 0.00 1 | 0.04 62 | 0.05 18 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| LCMNet |  | 2.07 72 | 0.71 9 | 3.39 21 | 2.31 10 | 0.61 69 | 1.95 29 | 0.09 38 | 6.95 98 | 7.84 245 | 1.41 43 | 1.63 62 | 1.25 80 | 1.31 85 | 6.83 138 | 1.95 156 | 0.48 476 | 0.58 381 | 0.00 1 | 0.24 430 | 0.02 5 | 1.82 460 |
|
| mm2 |  | 1.46 18 | 0.74 14 | 3.21 12 | 2.41 11 | 0.36 30 | 1.35 14 | 0.01 1 | 5.35 27 | 3.18 87 | 1.46 45 | 0.64 26 | 2.10 136 | 0.28 9 | 4.30 65 | 0.92 31 | 0.61 515 | 0.61 388 | 0.00 1 | 0.26 451 | 0.02 5 | 1.34 372 |
|
| mm1 |  | 1.44 17 | 0.74 14 | 3.21 12 | 2.41 11 | 0.36 30 | 1.35 14 | 0.01 1 | 4.94 18 | 3.18 87 | 1.46 45 | 0.64 26 | 2.10 136 | 0.28 9 | 4.30 65 | 0.92 31 | 0.61 515 | 0.61 388 | 0.00 1 | 0.26 451 | 0.02 5 | 1.34 372 |
|
| VeloStereo |  | 1.14 4 | 0.82 36 | 3.56 29 | 2.42 13 | 0.39 35 | 1.50 19 | 0.04 22 | 2.29 6 | 1.94 23 | 0.98 14 | 0.62 21 | 2.03 131 | 0.97 66 | 3.96 50 | 1.13 59 | 0.02 46 | 0.03 76 | 0.00 1 | 0.01 153 | 0.03 33 | 0.17 49 |
|
| flow |  | 1.22 7 | 0.82 36 | 3.56 29 | 2.42 13 | 0.39 35 | 1.50 19 | 0.04 22 | 2.29 6 | 1.94 23 | 0.98 14 | 0.62 21 | 2.03 131 | 0.97 66 | 5.54 107 | 1.13 59 | 0.02 46 | 0.03 76 | 0.00 1 | 0.01 153 | 0.03 33 | 0.17 49 |
|
| DepthFocus |  | 1.14 4 | 0.79 26 | 3.57 34 | 2.42 13 | 0.48 55 | 1.25 11 | 0.85 133 | 2.10 3 | 1.50 6 | 0.83 6 | 1.80 65 | 1.73 107 | 0.90 60 | 3.73 43 | 0.63 8 | 0.03 86 | 0.01 21 | 0.00 1 | 0.00 1 | 0.01 1 | 0.09 29 |
|
| MonSter++ |  | 1.59 24 | 0.74 14 | 3.22 15 | 2.42 13 | 0.35 28 | 2.15 35 | 0.02 6 | 5.40 30 | 3.17 85 | 1.79 76 | 0.61 19 | 2.15 140 | 1.22 81 | 4.28 63 | 1.38 96 | 0.61 515 | 0.61 388 | 0.00 1 | 0.27 466 | 0.02 5 | 1.34 372 |
|
| S2M2_XL |  | 1.03 3 | 1.01 73 | 3.78 48 | 2.42 13 | 0.31 14 | 0.43 2 | 0.01 1 | 1.74 2 | 1.12 2 | 1.28 31 | 2.82 97 | 1.72 106 | 1.19 80 | 1.48 1 | 1.21 68 | 0.03 86 | 0.01 21 | 0.01 264 | 0.00 1 | 0.02 5 | 0.02 11 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| GCAP-Stereo-DPT-20K |  | 3.73 201 | 0.96 61 | 19.43 609 | 2.45 18 | 2.27 338 | 4.47 160 | 1.54 217 | 8.30 143 | 4.01 132 | 2.87 145 | 5.19 181 | 3.46 184 | 4.46 246 | 2.26 3 | 0.83 19 | 0.07 219 | 0.75 428 | 0.00 1 | 0.20 398 | 0.92 540 | 10.21 704 |
|
| GCAPDPT-zeroshot4090 |  | 3.73 201 | 0.96 61 | 19.42 608 | 2.45 18 | 2.27 338 | 4.47 160 | 1.54 217 | 8.30 143 | 4.01 132 | 2.87 145 | 5.19 181 | 3.46 184 | 4.46 246 | 2.26 3 | 0.83 19 | 0.07 219 | 0.75 428 | 0.00 1 | 0.20 398 | 0.92 540 | 10.21 704 |
|
| test410 |  | 2.01 65 | 1.14 108 | 6.27 193 | 2.46 20 | 2.51 356 | 4.72 190 | 0.10 43 | 6.50 70 | 3.43 108 | 1.26 29 | 1.23 48 | 0.91 63 | 1.07 72 | 3.85 48 | 2.20 184 | 0.02 46 | 1.01 527 | 0.00 1 | 0.30 492 | 0.06 89 | 1.11 324 |
|
| GeoVLM |  | 1.59 24 | 0.74 14 | 3.21 12 | 2.46 20 | 0.35 28 | 2.13 33 | 0.02 6 | 5.35 27 | 3.20 90 | 1.83 81 | 0.67 29 | 2.08 135 | 1.26 83 | 4.37 67 | 1.39 99 | 0.61 515 | 0.61 388 | 0.00 1 | 0.26 451 | 0.02 5 | 1.32 370 |
|
| PointNet |  | 1.79 44 | 0.75 18 | 3.56 29 | 2.49 22 | 0.42 39 | 2.63 50 | 0.19 69 | 6.10 49 | 4.03 134 | 2.22 106 | 1.08 41 | 2.69 164 | 0.28 9 | 5.08 94 | 1.46 118 | 0.19 361 | 0.83 451 | 0.00 1 | 0.04 237 | 0.02 5 | 1.65 433 |
|
| PMTNet |  | 5.52 289 | 1.11 99 | 4.24 66 | 2.49 22 | 1.38 203 | 8.75 394 | 0.67 111 | 12.64 261 | 12.84 337 | 8.66 295 | 11.27 301 | 6.00 255 | 4.70 269 | 9.91 270 | 3.02 255 | 22.39 734 | 0.01 21 | 0.04 354 | 0.02 198 | 0.06 89 | 0.23 58 |
|
| FORCE_4 |  | 1.79 44 | 1.18 119 | 4.92 112 | 2.50 24 | 0.13 6 | 3.85 119 | 0.89 134 | 6.32 56 | 3.08 73 | 0.72 3 | 2.22 70 | 1.20 75 | 1.36 93 | 6.28 129 | 0.87 25 | 0.17 337 | 0.00 1 | 0.00 1 | 0.00 1 | 0.13 190 | 0.04 17 |
|
| MatchStereo |   | 1.90 60 | 1.04 81 | 4.50 88 | 2.54 25 | 0.18 9 | 2.31 42 | 0.33 82 | 6.54 77 | 5.32 169 | 1.05 16 | 4.55 148 | 0.82 60 | 1.31 85 | 5.33 103 | 1.70 138 | 0.03 86 | 0.05 117 | 0.00 1 | 0.00 1 | 0.03 33 | 0.28 69 |
| Tingman Yan, Tao Liu, Xilian Yang, Qunfei Zhao, Zeyang Xia: MatchAttention: Matching the Relative Positions for High-Resolution Cross-View Matching. Arxiv, 2025 |
| FORCE_6 |  | 1.66 34 | 1.52 212 | 3.68 43 | 2.55 26 | 0.09 1 | 3.72 111 | 0.03 17 | 6.69 93 | 2.85 66 | 1.11 17 | 2.22 70 | 0.83 61 | 1.79 123 | 5.29 102 | 0.59 4 | 0.08 244 | 0.04 94 | 0.00 1 | 0.00 1 | 0.10 147 | 0.01 1 |
|
| test410_97500 |  | 2.01 65 | 1.09 94 | 6.09 173 | 2.55 26 | 1.96 303 | 4.72 190 | 0.10 43 | 6.50 70 | 3.35 101 | 1.16 21 | 1.49 54 | 1.03 65 | 1.31 85 | 4.18 62 | 2.10 178 | 0.02 46 | 0.97 492 | 0.00 1 | 0.31 498 | 0.06 89 | 1.13 332 |
|
| FORCE_5.5 |  | 1.55 21 | 1.22 133 | 3.37 20 | 2.58 28 | 0.20 10 | 4.36 154 | 0.03 17 | 6.43 66 | 2.78 57 | 1.54 60 | 1.54 58 | 0.61 41 | 1.72 115 | 3.95 49 | 0.60 6 | 0.04 107 | 0.04 94 | 0.00 1 | 0.00 1 | 0.07 103 | 0.02 11 |
|
| FORCE_4.5 |  | 1.71 37 | 1.28 148 | 4.56 91 | 2.58 28 | 0.14 7 | 2.93 64 | 0.03 17 | 6.91 96 | 3.02 71 | 0.86 7 | 2.47 81 | 0.46 32 | 1.09 74 | 6.98 143 | 0.76 16 | 0.07 219 | 0.03 76 | 0.00 1 | 0.00 1 | 0.06 89 | 0.02 11 |
|
| LiteMatch* |   | 1.60 27 | 0.96 61 | 5.43 142 | 2.59 30 | 0.33 20 | 2.07 31 | 0.03 17 | 5.56 32 | 3.15 81 | 1.60 62 | 0.79 33 | 1.58 97 | 0.51 31 | 3.96 50 | 1.21 68 | 0.01 10 | 0.56 371 | 0.00 1 | 0.21 405 | 0.04 62 | 1.37 375 |
|
| depth_test_26 |  | 1.61 30 | 0.82 36 | 3.51 25 | 2.60 31 | 0.56 63 | 1.22 10 | 0.09 38 | 3.16 11 | 2.90 68 | 0.56 2 | 7.44 232 | 1.99 128 | 1.13 77 | 4.78 80 | 0.86 22 | 0.05 147 | 0.05 117 | 0.01 264 | 0.03 216 | 0.04 62 | 0.37 98 |
|
| FORCE_7 |  | 1.57 23 | 1.39 175 | 3.52 27 | 2.61 32 | 0.12 5 | 3.45 98 | 0.02 6 | 6.42 61 | 2.81 60 | 1.15 20 | 1.67 64 | 0.77 53 | 1.04 69 | 5.47 105 | 0.71 14 | 0.07 219 | 0.04 94 | 0.00 1 | 0.00 1 | 0.07 103 | 0.01 1 |
|
| TS12 |  | 2.90 138 | 0.93 58 | 3.58 35 | 2.61 32 | 0.40 37 | 6.37 333 | 0.20 70 | 8.95 168 | 4.89 158 | 3.34 167 | 10.48 283 | 1.45 89 | 3.08 180 | 8.02 186 | 2.96 252 | 0.02 46 | 0.01 21 | 0.00 1 | 0.00 1 | 0.05 76 | 0.67 176 |
|
| FORCE_9 |  | 1.59 24 | 1.29 153 | 3.62 39 | 2.64 34 | 0.11 2 | 3.27 86 | 0.02 6 | 6.01 45 | 2.71 52 | 0.75 4 | 2.30 78 | 0.77 53 | 1.72 115 | 5.64 110 | 0.69 12 | 0.07 219 | 0.04 94 | 0.00 1 | 0.00 1 | 0.07 103 | 0.01 1 |
|
| LACA_dic |  | 1.29 10 | 1.16 110 | 2.79 5 | 2.64 34 | 0.32 18 | 1.87 27 | 0.07 31 | 3.74 14 | 1.32 4 | 1.81 79 | 0.23 8 | 1.78 112 | 1.55 103 | 5.78 115 | 0.60 6 | 0.07 219 | 0.03 76 | 0.00 1 | 0.00 1 | 0.03 33 | 0.07 23 |
|
| 2.75w_new |  | 2.45 96 | 1.02 78 | 5.11 129 | 2.65 36 | 1.60 242 | 3.48 100 | 2.22 327 | 6.17 51 | 3.29 95 | 5.05 228 | 4.14 133 | 0.30 15 | 2.34 150 | 6.69 137 | 2.71 230 | 0.06 187 | 0.99 513 | 0.00 1 | 0.28 472 | 0.03 33 | 0.85 224 |
|
| GCAP-Stereo-DPT-36K |  | 4.37 247 | 10.45 653 | 29.52 658 | 2.66 37 | 3.97 463 | 3.78 114 | 1.67 248 | 8.97 169 | 3.97 131 | 2.67 132 | 4.87 162 | 2.88 167 | 2.63 165 | 4.68 78 | 0.96 35 | 0.06 187 | 0.14 225 | 0.00 1 | 0.54 588 | 0.50 432 | 2.38 575 |
|
| Test_v1 |  | 1.80 48 | 0.90 47 | 3.67 40 | 2.66 37 | 1.27 187 | 2.14 34 | 0.16 64 | 7.69 128 | 3.86 125 | 1.62 65 | 3.08 100 | 1.48 91 | 1.00 68 | 4.86 86 | 0.99 40 | 0.09 258 | 0.06 146 | 0.00 1 | 0.00 1 | 0.03 33 | 0.42 114 |
|
| 3.5w_stereo |  | 2.78 125 | 1.48 198 | 5.51 147 | 2.66 37 | 1.61 245 | 5.90 298 | 1.09 149 | 7.46 118 | 3.28 94 | 4.31 196 | 4.49 144 | 0.35 26 | 2.04 134 | 10.32 286 | 3.27 275 | 0.21 372 | 0.66 400 | 0.00 1 | 0.09 303 | 0.02 5 | 0.88 234 |
|
| CREStereo |  | 3.75 205 | 1.21 127 | 3.79 49 | 2.66 37 | 0.66 79 | 5.52 260 | 0.39 85 | 10.77 225 | 14.18 361 | 7.14 271 | 10.54 284 | 5.25 236 | 3.54 200 | 6.27 128 | 2.88 248 | 0.04 107 | 0.01 21 | 0.03 334 | 0.01 153 | 0.05 76 | 0.05 18 |
| 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 |
| FORCE_8.5 |  | 1.60 27 | 1.30 158 | 3.67 40 | 2.67 41 | 0.11 2 | 3.28 87 | 0.02 6 | 6.12 50 | 2.77 56 | 0.76 5 | 2.42 80 | 0.78 57 | 1.50 102 | 5.64 110 | 0.70 13 | 0.07 219 | 0.04 94 | 0.00 1 | 0.00 1 | 0.07 103 | 0.01 1 |
|
| LGtest1 |  | 1.67 35 | 0.87 43 | 4.47 86 | 2.67 41 | 0.82 107 | 3.00 67 | 0.11 47 | 6.42 61 | 1.80 14 | 1.94 87 | 1.62 61 | 0.65 45 | 0.92 62 | 5.90 116 | 1.02 46 | 0.04 107 | 0.55 368 | 0.00 1 | 0.00 1 | 0.10 147 | 0.46 128 |
|
| SCION-MonSter(vits) |   | 10.30 502 | 0.90 47 | 4.86 109 | 2.70 43 | 1.72 267 | 6.04 306 | 0.13 51 | 24.32 489 | 43.53 666 | 1.50 49 | 35.67 623 | 16.35 464 | 14.94 545 | 19.03 576 | 24.09 634 | 0.96 584 | 0.18 239 | 1.09 624 | 1.42 651 | 4.43 653 | 2.21 552 |
|
| monster-pro |  | 2.07 72 | 0.90 47 | 4.81 103 | 2.70 43 | 1.72 267 | 5.99 302 | 0.13 51 | 6.67 84 | 3.14 77 | 1.50 49 | 2.25 73 | 0.33 22 | 0.37 22 | 7.29 159 | 1.29 79 | 0.01 10 | 0.98 497 | 0.00 1 | 0.38 542 | 0.02 5 | 1.01 289 |
|
| MonStereo |  | 2.08 75 | 0.90 47 | 4.78 101 | 2.70 43 | 1.71 265 | 6.04 306 | 0.13 51 | 6.67 84 | 3.15 81 | 1.50 49 | 2.24 72 | 0.32 19 | 0.36 18 | 7.36 161 | 1.29 79 | 0.01 10 | 0.98 497 | 0.00 1 | 0.38 542 | 0.02 5 | 1.01 289 |
|
| Monster-pub-eth3d |  | 2.07 72 | 0.90 47 | 4.82 106 | 2.70 43 | 1.72 267 | 6.01 303 | 0.13 51 | 6.67 84 | 3.14 77 | 1.51 56 | 2.25 73 | 0.33 22 | 0.37 22 | 7.11 154 | 1.29 79 | 0.01 10 | 0.98 497 | 0.00 1 | 0.38 542 | 0.02 5 | 1.01 289 |
|
| MonSter |  | 2.06 71 | 0.90 47 | 4.81 103 | 2.70 43 | 1.72 267 | 6.01 303 | 0.13 51 | 6.67 84 | 3.15 81 | 1.51 56 | 2.25 73 | 0.33 22 | 0.36 18 | 7.02 147 | 1.29 79 | 0.01 10 | 0.98 497 | 0.00 1 | 0.38 542 | 0.02 5 | 1.01 289 |
|
| trnet |  | 3.79 207 | 1.10 97 | 3.76 47 | 2.70 43 | 0.63 74 | 5.60 274 | 0.41 86 | 10.89 227 | 14.11 360 | 7.11 270 | 10.55 286 | 5.73 250 | 3.75 206 | 6.25 126 | 2.89 249 | 0.04 107 | 0.02 56 | 0.03 334 | 0.01 153 | 0.06 89 | 0.07 23 |
|
| CAR |  | 1.84 53 | 0.94 60 | 4.27 68 | 2.71 49 | 1.36 197 | 3.24 83 | 0.67 111 | 5.70 36 | 3.59 115 | 2.60 127 | 0.95 36 | 1.66 102 | 0.35 16 | 5.25 99 | 1.28 77 | 0.04 107 | 0.90 475 | 0.00 1 | 0.18 384 | 0.06 89 | 1.08 312 |
|
| Foundation-i1b |  | 3.38 173 | 0.76 21 | 4.10 60 | 2.71 49 | 1.29 192 | 5.97 300 | 4.62 440 | 10.54 214 | 4.48 147 | 5.33 237 | 3.60 112 | 7.33 294 | 5.34 301 | 7.29 159 | 1.37 90 | 0.05 147 | 1.05 547 | 0.00 1 | 0.00 1 | 0.04 62 | 1.69 440 |
|
| FORCE_8 |  | 1.63 32 | 1.32 162 | 3.68 43 | 2.73 51 | 0.11 2 | 3.24 83 | 0.02 6 | 6.17 51 | 2.78 57 | 0.87 9 | 2.68 86 | 0.81 59 | 2.01 131 | 5.36 104 | 0.67 10 | 0.07 219 | 0.04 94 | 0.00 1 | 0.00 1 | 0.08 121 | 0.01 1 |
|
| MGA |  | 1.79 44 | 0.91 55 | 4.09 59 | 2.73 51 | 1.60 242 | 3.94 122 | 0.84 131 | 5.19 24 | 3.57 114 | 1.75 72 | 1.56 59 | 1.40 88 | 0.19 5 | 4.92 91 | 1.19 66 | 0.04 107 | 0.86 461 | 0.00 1 | 0.03 216 | 0.06 89 | 0.95 269 |
|
| MSE-Stereo |  | 1.77 43 | 0.91 55 | 4.27 68 | 2.73 51 | 1.36 197 | 3.24 83 | 0.67 111 | 5.70 36 | 3.59 115 | 1.75 72 | 0.95 36 | 1.66 102 | 0.35 16 | 4.92 91 | 1.19 66 | 0.04 107 | 0.86 461 | 0.00 1 | 0.18 384 | 0.06 89 | 1.08 312 |
|
| Replicate-Monster |  | 2.96 139 | 3.67 552 | 12.48 503 | 2.73 51 | 1.29 192 | 3.18 79 | 0.44 91 | 7.55 120 | 4.93 160 | 4.05 188 | 1.50 55 | 0.77 53 | 1.12 76 | 9.21 239 | 0.87 25 | 0.19 361 | 1.15 580 | 0.00 1 | 0.22 408 | 0.28 298 | 3.54 625 |
|
| Monster-pub-mixall |  | 2.13 79 | 0.98 68 | 4.13 62 | 2.74 55 | 0.99 139 | 2.50 46 | 0.53 101 | 6.96 99 | 3.27 92 | 3.25 165 | 3.80 119 | 0.40 30 | 0.48 30 | 9.26 244 | 1.12 57 | 0.02 46 | 1.14 578 | 0.01 264 | 0.18 384 | 0.04 62 | 0.70 191 |
|
| 3.25w_new |  | 2.57 107 | 1.05 82 | 5.06 123 | 2.75 56 | 1.49 227 | 5.86 293 | 1.15 153 | 7.21 110 | 3.61 117 | 4.57 207 | 3.97 126 | 0.64 43 | 2.42 157 | 7.83 179 | 1.41 107 | 0.07 219 | 0.97 492 | 0.00 1 | 0.23 420 | 0.08 121 | 0.95 269 |
|
| 3.25w |  | 2.57 107 | 1.05 82 | 5.06 123 | 2.75 56 | 1.49 227 | 5.87 294 | 1.15 153 | 7.21 110 | 3.61 117 | 4.57 207 | 3.97 126 | 0.64 43 | 2.42 157 | 7.82 177 | 1.41 107 | 0.07 219 | 0.97 492 | 0.00 1 | 0.23 420 | 0.08 121 | 0.95 269 |
|
| GREATEN-IGEV_RVC |   | 2.10 76 | 1.63 229 | 6.30 197 | 2.76 58 | 0.92 122 | 3.01 69 | 0.72 119 | 6.52 73 | 3.65 121 | 2.35 112 | 1.05 40 | 2.12 138 | 0.37 22 | 7.11 154 | 1.88 152 | 0.00 1 | 0.45 335 | 0.03 334 | 0.00 1 | 0.07 103 | 1.09 318 |
|
| TT111 |  | 1.96 62 | 0.83 40 | 4.38 78 | 2.79 59 | 1.06 150 | 2.12 32 | 0.07 31 | 6.04 47 | 4.08 137 | 2.80 143 | 0.63 24 | 4.83 224 | 0.28 9 | 4.57 71 | 1.48 120 | 0.28 406 | 0.87 464 | 0.00 1 | 0.13 330 | 0.03 33 | 1.98 496 |
|
| FORCE_5 |  | 1.73 39 | 1.50 207 | 4.02 57 | 2.79 59 | 0.27 13 | 3.15 76 | 0.02 6 | 7.90 131 | 2.96 70 | 0.96 13 | 2.71 89 | 1.24 79 | 1.10 75 | 5.11 95 | 0.66 9 | 0.10 275 | 0.04 94 | 0.01 264 | 0.00 1 | 0.12 174 | 0.01 1 |
|
| MLG-Stereo_test3 |  | 1.79 44 | 0.82 36 | 4.52 89 | 2.79 59 | 1.61 245 | 3.91 121 | 0.24 74 | 6.61 82 | 1.52 8 | 1.35 38 | 1.22 47 | 1.97 125 | 0.63 45 | 6.25 126 | 1.27 76 | 0.04 107 | 0.66 400 | 0.00 1 | 0.00 1 | 0.05 76 | 0.29 73 |
|
| SGD-Stereo |  | 2.03 68 | 0.90 47 | 4.25 67 | 2.80 62 | 0.38 34 | 3.39 94 | 0.90 135 | 7.22 112 | 2.50 43 | 4.05 188 | 1.12 44 | 1.77 111 | 1.31 85 | 8.51 209 | 1.04 48 | 0.24 387 | 0.01 21 | 0.00 1 | 0.00 1 | 0.06 89 | 0.12 36 |
|
| 4w-stereo |  | 2.40 92 | 1.23 137 | 5.26 134 | 2.81 63 | 2.14 325 | 3.64 108 | 0.60 109 | 7.00 101 | 2.73 53 | 2.99 150 | 4.33 137 | 0.35 26 | 3.26 188 | 7.50 164 | 1.55 123 | 0.32 419 | 0.98 497 | 0.00 1 | 0.30 492 | 0.05 76 | 0.96 277 |
|
| NoBS |  | 0.71 1 | 0.80 32 | 3.16 9 | 2.82 64 | 0.33 20 | 0.23 1 | 0.05 27 | 0.81 1 | 0.45 1 | 0.35 1 | 1.17 45 | 0.28 11 | 0.09 1 | 3.13 26 | 0.33 1 | 0.02 46 | 0.02 56 | 0.00 1 | 0.06 270 | 0.14 193 | 0.03 15 |
|
| over-6 |  | 2.03 68 | 1.72 256 | 4.43 82 | 2.82 64 | 0.36 30 | 2.62 49 | 0.24 74 | 10.25 205 | 2.52 44 | 1.16 21 | 1.57 60 | 1.04 67 | 2.90 174 | 7.88 183 | 0.84 21 | 0.17 337 | 0.00 1 | 0.00 1 | 0.00 1 | 0.10 147 | 0.07 23 |
|
| PSi22b |  | 1.40 13 | 0.67 6 | 2.51 3 | 2.82 64 | 0.98 138 | 1.19 9 | 0.12 50 | 5.67 34 | 1.53 9 | 0.86 7 | 0.12 3 | 3.81 196 | 0.59 39 | 3.08 24 | 0.93 34 | 0.03 86 | 1.13 573 | 0.00 1 | 0.00 1 | 0.03 33 | 1.85 468 |
|
| 4.5_new |  | 2.16 80 | 0.96 61 | 4.43 82 | 2.83 67 | 1.93 298 | 5.59 272 | 1.24 164 | 6.25 54 | 2.81 60 | 4.41 199 | 3.54 109 | 0.46 32 | 0.96 64 | 3.70 41 | 1.41 107 | 0.33 422 | 1.01 527 | 0.00 1 | 0.21 405 | 0.11 165 | 1.11 324 |
|
| 4.5w-stereo |  | 2.16 80 | 0.96 61 | 4.43 82 | 2.83 67 | 1.93 298 | 5.59 272 | 1.25 168 | 6.25 54 | 2.81 60 | 4.41 199 | 3.53 108 | 0.46 32 | 0.96 64 | 3.70 41 | 1.42 110 | 0.33 422 | 1.01 527 | 0.00 1 | 0.21 405 | 0.11 165 | 1.11 324 |
|
| MLG-Stereo_test1 |  | 1.73 39 | 0.79 26 | 3.82 50 | 2.83 67 | 2.75 380 | 2.77 58 | 0.15 61 | 6.43 66 | 2.10 28 | 1.21 24 | 0.16 5 | 1.52 94 | 0.52 34 | 7.62 172 | 0.90 27 | 0.03 86 | 0.74 422 | 0.00 1 | 0.03 216 | 0.03 33 | 0.24 61 |
|
| PipStereo |  | 1.43 16 | 0.68 7 | 2.41 2 | 2.85 70 | 1.00 140 | 1.18 8 | 0.09 38 | 5.93 42 | 1.51 7 | 0.87 9 | 0.12 3 | 3.91 197 | 0.86 58 | 3.08 24 | 1.09 55 | 0.03 86 | 1.14 578 | 0.00 1 | 0.00 1 | 0.03 33 | 1.87 471 |
|
| IGEV |   | 2.11 78 | 0.73 12 | 4.37 77 | 2.86 71 | 3.48 434 | 4.13 136 | 0.94 138 | 7.90 131 | 3.86 125 | 2.26 108 | 4.35 138 | 0.28 11 | 0.61 42 | 3.78 45 | 1.05 51 | 0.08 244 | 0.72 416 | 0.00 1 | 0.20 398 | 0.03 33 | 0.56 151 |
|
| PSi22a |  | 1.32 11 | 0.64 3 | 2.10 1 | 2.87 72 | 0.95 134 | 1.10 6 | 0.09 38 | 5.67 34 | 1.53 9 | 0.89 11 | 0.11 1 | 2.93 168 | 1.04 69 | 2.41 7 | 1.15 61 | 0.02 46 | 1.05 547 | 0.00 1 | 0.10 312 | 0.03 33 | 1.77 450 |
|
| MCSU-Stereo |  | 2.10 76 | 0.76 21 | 4.38 78 | 2.88 73 | 0.89 118 | 3.33 90 | 0.56 103 | 5.97 44 | 3.45 111 | 2.59 126 | 4.02 130 | 3.73 192 | 0.40 26 | 4.65 76 | 1.79 142 | 0.05 147 | 1.13 573 | 0.00 1 | 0.14 344 | 0.02 5 | 1.37 375 |
|
| StereoAnything_RVC |  | 2.80 127 | 12.35 675 | 6.48 221 | 2.89 74 | 1.06 150 | 1.47 18 | 0.17 67 | 5.24 26 | 2.04 25 | 1.29 32 | 0.35 11 | 0.29 14 | 3.53 199 | 8.37 206 | 1.01 43 | 0.05 147 | 0.88 467 | 0.00 1 | 0.00 1 | 6.93 673 | 1.66 436 |
|
| CSFM-Stereo |  | 1.85 56 | 0.72 11 | 3.47 24 | 2.90 75 | 0.34 24 | 3.06 71 | 0.15 61 | 6.97 100 | 3.08 73 | 2.66 131 | 1.25 49 | 1.50 92 | 1.08 73 | 4.86 86 | 1.63 134 | 0.66 529 | 0.61 388 | 0.00 1 | 0.23 420 | 0.02 5 | 1.84 462 |
|
| 3.75w |  | 2.66 115 | 1.12 103 | 4.96 117 | 2.92 76 | 3.25 419 | 7.95 384 | 1.38 181 | 6.44 68 | 3.16 84 | 3.38 169 | 4.87 162 | 0.33 22 | 2.71 168 | 6.99 145 | 1.28 77 | 0.36 434 | 0.96 488 | 0.00 1 | 0.14 344 | 0.10 147 | 0.89 239 |
|
| HiDET |  | 1.65 33 | 0.66 5 | 3.60 37 | 2.94 77 | 0.46 47 | 1.94 28 | 0.02 6 | 6.37 58 | 3.42 107 | 1.52 59 | 0.68 30 | 1.27 81 | 0.95 63 | 4.92 91 | 2.00 164 | 0.31 415 | 0.53 360 | 0.00 1 | 0.23 420 | 0.01 1 | 1.17 340 |
|
| Wavelet-MonSter |  | 2.01 65 | 1.07 90 | 5.09 128 | 2.96 78 | 2.61 368 | 2.98 66 | 0.04 22 | 5.15 22 | 2.07 26 | 2.18 101 | 4.47 143 | 0.37 28 | 1.33 89 | 5.56 108 | 2.03 169 | 0.01 10 | 0.99 513 | 0.02 309 | 0.29 480 | 0.02 5 | 0.95 269 |
|
| asd |  | 2.40 92 | 0.92 57 | 4.93 114 | 2.96 78 | 2.30 342 | 3.95 124 | 0.35 83 | 7.56 121 | 2.81 60 | 3.69 178 | 2.96 98 | 0.54 38 | 2.23 145 | 8.72 212 | 1.25 71 | 0.70 535 | 0.84 453 | 0.00 1 | 0.13 330 | 0.12 174 | 0.93 256 |
|
| xyz-stereo-finetune2 |  | 5.88 315 | 2.14 390 | 6.76 236 | 2.96 78 | 0.36 30 | 14.90 504 | 1.85 291 | 11.54 246 | 5.89 195 | 11.35 335 | 18.02 378 | 7.27 292 | 9.34 431 | 15.17 502 | 9.04 476 | 0.06 187 | 0.02 56 | 0.08 412 | 0.15 354 | 0.28 298 | 0.32 80 |
|
| dual_stereo |  | 2.05 70 | 0.76 21 | 3.43 22 | 2.96 78 | 1.50 231 | 2.64 51 | 0.08 33 | 5.59 33 | 2.63 48 | 1.35 38 | 0.77 32 | 2.38 148 | 0.61 42 | 10.75 297 | 1.98 161 | 0.02 46 | 1.41 637 | 0.00 1 | 0.23 420 | 0.01 1 | 1.86 469 |
|
| Foundation-i32 |  | 1.39 12 | 0.64 3 | 3.17 10 | 2.97 82 | 1.09 153 | 1.34 13 | 0.08 33 | 4.94 18 | 1.57 11 | 1.48 47 | 0.62 21 | 3.43 179 | 0.29 14 | 2.28 5 | 0.92 31 | 0.03 86 | 1.08 554 | 0.03 334 | 0.00 1 | 0.03 33 | 1.84 462 |
|
| anonymous |  | 1.84 53 | 1.30 158 | 4.12 61 | 3.00 83 | 0.76 93 | 0.77 4 | 1.11 151 | 2.41 9 | 2.87 67 | 3.37 168 | 6.99 225 | 2.55 155 | 0.60 40 | 5.28 101 | 1.29 79 | 0.06 187 | 0.01 21 | 0.00 1 | 0.00 1 | 0.03 33 | 0.21 57 |
|
| 2.25w |  | 2.72 120 | 1.05 82 | 6.11 177 | 3.00 83 | 1.81 283 | 3.48 100 | 0.41 86 | 6.68 92 | 2.83 64 | 4.84 219 | 6.79 221 | 0.37 28 | 2.42 157 | 9.01 226 | 3.30 276 | 0.22 379 | 1.00 521 | 0.00 1 | 0.30 492 | 0.02 5 | 0.81 215 |
|
| 3w_stereo |  | 2.85 133 | 1.08 92 | 6.84 240 | 3.00 83 | 0.62 72 | 5.35 253 | 6.31 498 | 7.70 129 | 3.87 127 | 4.12 191 | 5.00 173 | 0.30 15 | 4.15 226 | 4.87 88 | 1.71 139 | 0.00 1 | 1.02 537 | 0.00 1 | 0.24 430 | 0.03 33 | 0.87 233 |
|
| Foundation-i1c-attn |  | 3.23 162 | 0.75 18 | 3.94 53 | 3.03 86 | 1.27 187 | 5.29 247 | 4.34 428 | 9.85 197 | 4.74 153 | 4.57 207 | 4.01 129 | 6.52 274 | 4.81 271 | 7.18 156 | 1.38 96 | 0.06 187 | 1.06 550 | 0.00 1 | 0.00 1 | 0.03 33 | 1.88 472 |
|
| Foundation-i1a |  | 3.47 187 | 0.79 26 | 4.13 62 | 3.03 86 | 1.16 161 | 5.28 244 | 3.85 409 | 10.67 220 | 4.84 156 | 6.10 252 | 3.58 110 | 7.71 304 | 5.82 325 | 7.53 168 | 1.85 148 | 0.06 187 | 1.12 571 | 0.00 1 | 0.00 1 | 0.04 62 | 1.94 490 |
|
| rgla |  | 1.97 63 | 1.46 193 | 5.96 169 | 3.05 88 | 3.94 462 | 4.15 138 | 0.04 22 | 6.39 60 | 3.37 102 | 1.22 25 | 0.84 35 | 0.27 8 | 1.13 77 | 4.39 68 | 1.29 79 | 0.01 10 | 0.94 485 | 0.00 1 | 0.26 451 | 0.08 121 | 0.70 191 |
|
| DF_test |  | 1.28 9 | 0.87 43 | 3.04 8 | 3.05 88 | 1.03 142 | 1.29 12 | 0.03 17 | 2.36 8 | 2.84 65 | 0.91 12 | 1.08 41 | 1.97 125 | 0.79 52 | 4.05 58 | 0.59 4 | 0.13 309 | 0.04 94 | 0.00 1 | 0.00 1 | 1.32 569 | 0.30 76 |
|
| LG-Stereo_L1 |  | 1.82 50 | 1.13 105 | 4.80 102 | 3.05 88 | 1.18 167 | 2.86 62 | 0.49 95 | 7.33 114 | 2.07 26 | 1.66 67 | 0.31 10 | 0.52 36 | 0.58 38 | 8.22 199 | 1.09 55 | 0.05 147 | 0.74 422 | 0.01 264 | 0.00 1 | 0.03 33 | 0.29 73 |
|
| GCAP-Stereo-DPT-25K |  | 2.77 124 | 1.13 105 | 5.44 143 | 3.06 91 | 2.08 312 | 3.94 122 | 1.55 222 | 11.83 250 | 6.47 210 | 2.30 111 | 5.05 175 | 2.53 152 | 3.46 195 | 2.91 18 | 1.01 43 | 0.04 107 | 0.23 260 | 0.00 1 | 0.51 581 | 0.12 174 | 1.74 448 |
|
| LG-Stereo_L2 |  | 1.81 49 | 1.11 99 | 5.06 123 | 3.06 91 | 0.92 122 | 2.71 53 | 0.43 90 | 7.45 117 | 1.91 22 | 1.93 84 | 0.44 13 | 0.41 31 | 0.52 34 | 8.16 194 | 1.05 51 | 0.05 147 | 0.73 420 | 0.00 1 | 0.00 1 | 0.04 62 | 0.32 80 |
|
| GREATEN-IGEV-FM_RVC |   | 2.30 86 | 2.01 342 | 6.71 232 | 3.09 93 | 0.81 106 | 5.76 288 | 0.58 105 | 6.66 83 | 5.89 195 | 2.69 134 | 0.49 15 | 1.64 101 | 0.81 55 | 4.90 89 | 2.12 181 | 0.02 46 | 0.07 161 | 0.00 1 | 0.07 283 | 0.15 209 | 1.56 421 |
|
| qwe |  | 2.64 112 | 0.97 66 | 4.85 108 | 3.09 93 | 2.86 389 | 4.53 170 | 0.28 79 | 7.28 113 | 3.06 72 | 5.38 238 | 4.85 161 | 0.57 39 | 0.88 59 | 9.13 236 | 2.39 205 | 0.42 460 | 0.96 488 | 0.00 1 | 0.30 492 | 0.12 174 | 0.90 242 |
|
| MLG-Stereo |  | 1.73 39 | 0.78 25 | 3.87 51 | 3.09 93 | 1.06 150 | 3.04 70 | 0.16 64 | 7.00 101 | 2.55 46 | 1.24 26 | 0.19 7 | 1.50 92 | 0.65 46 | 7.55 169 | 0.86 22 | 0.11 284 | 0.81 442 | 0.00 1 | 0.03 216 | 0.03 33 | 0.19 54 |
|
| LGCAT |  | 1.60 27 | 0.73 12 | 3.25 17 | 3.13 96 | 0.34 24 | 1.63 23 | 0.02 6 | 2.97 10 | 1.86 18 | 1.62 65 | 0.61 19 | 1.78 112 | 1.35 91 | 6.38 131 | 1.38 96 | 0.66 529 | 1.84 663 | 0.00 1 | 0.01 153 | 0.02 5 | 2.45 579 |
|
| GCAP-Stereo-DPT-50K |  | 4.46 250 | 9.66 651 | 35.34 676 | 3.13 96 | 3.77 448 | 2.83 61 | 1.45 193 | 8.84 165 | 3.43 108 | 2.36 116 | 4.88 165 | 3.03 170 | 3.14 182 | 2.69 12 | 1.04 48 | 0.05 147 | 0.57 376 | 0.00 1 | 0.46 566 | 0.78 518 | 1.79 454 |
|
| BLMT-Stereo |  | 1.15 6 | 0.61 2 | 3.56 29 | 3.13 96 | 0.42 39 | 0.56 3 | 0.27 77 | 2.13 4 | 2.64 49 | 1.13 18 | 2.75 92 | 1.17 74 | 0.15 2 | 2.25 2 | 1.81 144 | 0.16 330 | 0.01 21 | 0.00 1 | 0.02 198 | 0.03 33 | 0.18 53 |
|
| MLG-Stereo_test2 |  | 1.82 50 | 0.81 33 | 3.61 38 | 3.13 96 | 2.26 337 | 2.82 60 | 0.16 64 | 5.42 31 | 2.37 39 | 2.20 103 | 0.17 6 | 3.22 175 | 0.17 4 | 7.52 167 | 0.91 29 | 0.37 440 | 0.71 415 | 0.00 1 | 0.00 1 | 0.05 76 | 0.51 143 |
|
| xyz-stereo |  | 13.76 594 | 1.43 189 | 40.88 688 | 3.14 100 | 0.83 110 | 42.24 713 | 4.68 445 | 14.87 325 | 26.49 529 | 23.70 592 | 37.20 632 | 30.36 621 | 19.90 619 | 18.77 573 | 9.23 483 | 0.28 406 | 0.03 76 | 0.64 591 | 0.03 216 | 0.20 245 | 0.32 80 |
|
| testmc14 |  | 1.83 52 | 0.79 26 | 4.23 64 | 3.15 101 | 1.27 187 | 3.58 106 | 0.71 117 | 4.04 16 | 2.18 31 | 1.61 63 | 2.79 96 | 2.65 161 | 1.38 96 | 2.88 15 | 1.58 127 | 0.07 219 | 1.30 613 | 0.00 1 | 0.28 472 | 0.03 33 | 2.06 525 |
|
| aanet-new-34k |  | 2.62 110 | 1.88 303 | 8.96 337 | 3.16 102 | 0.64 76 | 2.65 52 | 1.53 215 | 9.10 177 | 3.27 92 | 1.40 42 | 5.41 188 | 2.44 150 | 6.26 342 | 2.42 8 | 1.24 70 | 0.01 10 | 0.67 406 | 0.03 334 | 0.07 283 | 0.12 174 | 1.08 312 |
|
| asda |  | 2.30 86 | 1.05 82 | 5.07 127 | 3.16 102 | 1.97 304 | 3.28 87 | 0.84 131 | 6.58 79 | 3.63 119 | 2.65 130 | 3.26 102 | 0.65 45 | 2.93 176 | 6.05 120 | 1.83 146 | 0.70 535 | 1.01 527 | 0.00 1 | 0.27 466 | 0.10 147 | 0.86 227 |
|
| xyz-stereo-finetune |  | 5.68 295 | 2.00 339 | 6.56 225 | 3.16 102 | 0.33 20 | 11.80 448 | 3.99 417 | 13.58 288 | 21.58 465 | 8.92 303 | 12.57 318 | 6.12 257 | 3.72 205 | 12.06 365 | 6.59 428 | 0.07 219 | 0.02 56 | 0.00 1 | 0.02 198 | 0.19 238 | 0.25 63 |
|
| aanet-new-40k |  | 2.69 119 | 1.84 293 | 10.17 401 | 3.20 105 | 2.52 358 | 5.34 251 | 1.74 273 | 7.56 121 | 2.32 37 | 1.41 43 | 4.84 160 | 1.12 71 | 5.42 303 | 2.71 13 | 1.34 88 | 0.07 219 | 0.66 400 | 0.02 309 | 0.04 237 | 0.08 121 | 1.48 407 |
|
| GCAP-Stereo-DPT26K |  | 2.56 105 | 1.49 204 | 7.83 296 | 3.20 105 | 1.05 146 | 2.74 57 | 1.69 259 | 9.18 182 | 2.53 45 | 2.70 136 | 3.59 111 | 1.73 107 | 3.06 179 | 5.53 106 | 1.66 135 | 0.15 325 | 0.99 513 | 0.00 1 | 0.26 451 | 0.14 193 | 1.59 424 |
|
| IGEV-BASED-STEREO- |  | 7.80 418 | 28.14 725 | 42.31 690 | 3.20 105 | 0.50 56 | 4.12 135 | 1.45 193 | 7.06 105 | 4.60 148 | 4.66 212 | 3.90 124 | 2.47 151 | 1.37 95 | 6.02 119 | 1.94 155 | 24.62 735 | 0.43 332 | 0.01 264 | 0.08 295 | 4.61 655 | 14.42 718 |
|
| aanet-new-70k |  | 2.83 130 | 1.62 225 | 10.06 397 | 3.21 108 | 1.04 144 | 4.89 210 | 1.47 200 | 7.63 126 | 2.27 34 | 1.97 90 | 3.93 125 | 0.86 62 | 5.16 295 | 9.31 246 | 1.61 132 | 0.02 46 | 0.53 360 | 0.00 1 | 0.03 216 | 0.05 76 | 0.97 278 |
|
| GCAP-Stereo-DPT-3K |  | 3.40 175 | 1.19 125 | 6.23 188 | 3.22 109 | 4.64 516 | 4.62 175 | 1.24 164 | 9.97 200 | 10.68 308 | 6.19 257 | 11.95 313 | 1.80 118 | 0.42 27 | 3.38 32 | 1.25 71 | 0.01 10 | 0.07 161 | 0.00 1 | 0.25 445 | 0.14 193 | 0.67 176 |
|
| over v1 |  | 1.98 64 | 1.77 269 | 3.99 56 | 3.23 110 | 0.32 18 | 4.52 169 | 0.01 1 | 6.32 56 | 2.34 38 | 1.33 35 | 1.52 57 | 1.33 84 | 3.39 191 | 8.26 204 | 1.15 61 | 0.11 284 | 0.02 56 | 0.00 1 | 0.00 1 | 0.08 121 | 0.01 1 |
|
| qqai |  | 1.68 36 | 0.71 9 | 4.03 58 | 3.23 110 | 0.66 79 | 1.57 21 | 0.11 47 | 5.96 43 | 4.04 135 | 1.26 29 | 0.50 17 | 3.03 170 | 0.26 8 | 4.81 84 | 0.91 29 | 0.02 46 | 0.68 409 | 0.00 1 | 0.29 480 | 0.02 5 | 1.58 422 |
|
| aanet-new-24k |  | 2.63 111 | 1.72 256 | 6.47 216 | 3.23 110 | 1.84 289 | 5.56 271 | 1.64 235 | 7.18 108 | 2.20 33 | 2.64 129 | 6.02 209 | 2.24 143 | 4.38 240 | 4.14 61 | 1.59 129 | 0.01 10 | 0.74 422 | 0.01 264 | 0.24 430 | 0.15 209 | 0.64 169 |
|
| aanet-new-60k |  | 3.03 144 | 1.86 297 | 11.53 470 | 3.24 113 | 1.22 175 | 6.75 350 | 1.60 229 | 7.41 115 | 2.30 36 | 1.96 89 | 3.99 128 | 2.62 158 | 3.31 190 | 8.96 225 | 1.39 99 | 0.04 107 | 1.10 564 | 0.01 264 | 0.01 153 | 0.07 103 | 1.33 371 |
|
| derf |  | 1.49 19 | 0.70 8 | 3.51 25 | 3.25 114 | 0.63 74 | 1.58 22 | 0.10 43 | 5.23 25 | 3.85 123 | 1.32 34 | 0.49 15 | 1.14 73 | 0.25 7 | 4.62 72 | 0.82 18 | 0.01 10 | 0.43 332 | 0.00 1 | 0.32 501 | 0.02 5 | 1.49 410 |
|
| 2w_stereo |  | 2.67 116 | 1.09 94 | 5.38 140 | 3.25 114 | 1.25 183 | 4.61 174 | 3.77 408 | 7.59 124 | 4.10 139 | 4.28 194 | 5.14 177 | 0.27 8 | 4.25 228 | 4.81 84 | 2.06 173 | 0.11 284 | 0.72 416 | 0.00 1 | 0.18 384 | 0.02 5 | 0.48 133 |
|
| 252Zero-FE |  | 1.84 53 | 0.98 68 | 4.47 86 | 3.26 116 | 0.75 92 | 1.97 30 | 0.08 33 | 6.80 95 | 4.77 155 | 1.93 84 | 3.67 114 | 0.18 2 | 0.28 9 | 4.02 57 | 1.16 63 | 0.04 107 | 1.19 593 | 0.09 423 | 0.42 559 | 0.04 62 | 0.69 185 |
|
| Pro-Stereo |  | 1.71 37 | 0.58 1 | 3.34 19 | 3.27 117 | 0.61 69 | 5.34 251 | 0.75 123 | 2.21 5 | 2.69 50 | 1.61 63 | 1.34 52 | 1.45 89 | 0.15 2 | 8.22 199 | 1.87 150 | 0.18 348 | 0.03 76 | 0.00 1 | 0.29 480 | 0.04 62 | 0.15 46 |
|
| DNS |  | 10.00 490 | 15.17 689 | 4.27 68 | 3.28 118 | 1.61 245 | 3.10 74 | 1.42 187 | 10.63 217 | 4.45 145 | 1.95 88 | 5.19 181 | 3.57 188 | 3.01 178 | 29.97 667 | 22.53 622 | 0.50 484 | 4.47 712 | 0.42 566 | 0.48 573 | 40.47 741 | 43.58 750 |
|
| BStereo |   | 3.41 178 | 1.93 320 | 17.91 593 | 3.28 118 | 1.17 163 | 5.97 300 | 3.40 395 | 6.67 84 | 6.10 200 | 2.94 148 | 1.98 68 | 2.53 152 | 0.78 50 | 8.18 197 | 3.81 305 | 0.06 187 | 0.11 206 | 0.04 354 | 0.13 330 | 0.09 137 | 1.02 298 |
|
| Anonymus123 |  | 4.12 230 | 1.93 320 | 17.91 593 | 3.28 118 | 1.17 163 | 14.06 491 | 3.40 395 | 12.95 263 | 6.10 200 | 2.94 148 | 1.98 68 | 2.53 152 | 0.78 50 | 8.18 197 | 3.81 305 | 0.06 187 | 0.11 206 | 0.04 354 | 0.13 330 | 0.09 137 | 1.02 298 |
|
| LoS |  | 3.83 210 | 1.25 141 | 4.39 80 | 3.29 121 | 0.58 66 | 4.87 207 | 1.15 153 | 11.00 229 | 13.34 348 | 5.02 224 | 10.69 288 | 4.14 202 | 3.78 208 | 9.15 238 | 3.20 268 | 0.08 244 | 0.03 76 | 0.09 423 | 0.00 1 | 0.13 190 | 0.35 88 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| aanet-new-90k |  | 2.84 131 | 1.71 248 | 11.52 468 | 3.30 122 | 1.85 290 | 3.10 74 | 1.39 184 | 7.41 115 | 2.73 53 | 1.13 18 | 3.43 105 | 0.92 64 | 4.97 285 | 9.58 259 | 1.26 74 | 0.06 187 | 0.81 442 | 0.00 1 | 0.07 283 | 0.09 137 | 1.51 416 |
|
| over-9 |  | 1.88 58 | 1.89 306 | 4.45 85 | 3.31 123 | 0.34 24 | 3.66 109 | 0.02 6 | 6.18 53 | 2.14 29 | 1.48 47 | 1.02 39 | 1.28 82 | 2.56 162 | 8.03 187 | 1.03 47 | 0.07 219 | 0.00 1 | 0.00 1 | 0.00 1 | 0.12 174 | 0.01 1 |
|
| gcap-zeroshot |  | 3.14 155 | 1.18 119 | 6.27 193 | 3.32 124 | 4.60 510 | 4.50 164 | 1.28 171 | 9.47 188 | 8.43 263 | 5.88 250 | 10.06 267 | 1.79 115 | 0.45 28 | 2.98 20 | 1.37 90 | 0.00 1 | 0.08 173 | 0.01 264 | 0.26 451 | 0.15 209 | 0.69 185 |
|
| testlalala |  | 3.14 155 | 1.18 119 | 6.27 193 | 3.32 124 | 4.60 510 | 4.50 164 | 1.28 171 | 9.47 188 | 8.43 263 | 5.88 250 | 10.06 267 | 1.79 115 | 0.45 28 | 2.98 20 | 1.37 90 | 0.00 1 | 0.08 173 | 0.01 264 | 0.26 451 | 0.15 209 | 0.69 185 |
|
| aanet-new-32k |  | 2.65 113 | 1.89 306 | 7.06 248 | 3.33 126 | 2.10 315 | 5.72 281 | 1.68 249 | 8.13 138 | 1.82 15 | 2.01 92 | 4.36 139 | 2.64 159 | 5.98 332 | 3.22 27 | 0.98 36 | 0.02 46 | 1.02 537 | 0.00 1 | 0.00 1 | 0.09 137 | 0.97 278 |
|
| aanet-new-30k |  | 2.65 113 | 1.89 306 | 7.05 247 | 3.33 126 | 2.10 315 | 5.72 281 | 1.68 249 | 8.13 138 | 1.82 15 | 2.01 92 | 4.36 139 | 2.64 159 | 5.98 332 | 3.22 27 | 0.98 36 | 0.02 46 | 1.02 537 | 0.00 1 | 0.00 1 | 0.09 137 | 0.97 278 |
|
| 4.25_new |  | 2.28 83 | 1.01 73 | 4.72 98 | 3.33 126 | 2.74 374 | 4.30 143 | 2.29 328 | 6.42 61 | 3.33 96 | 2.35 112 | 3.76 116 | 0.26 5 | 2.35 151 | 4.64 73 | 1.40 102 | 0.63 521 | 0.99 513 | 0.00 1 | 0.26 451 | 0.03 33 | 0.74 202 |
|
| 4.5w_new |  | 2.28 83 | 1.01 73 | 4.72 98 | 3.33 126 | 2.74 374 | 4.30 143 | 2.29 328 | 6.42 61 | 3.33 96 | 2.35 112 | 3.76 116 | 0.26 5 | 2.35 151 | 4.64 73 | 1.40 102 | 0.63 521 | 0.99 513 | 0.00 1 | 0.26 451 | 0.03 33 | 0.74 202 |
|
| 4.25w-stereo |  | 2.28 83 | 1.01 73 | 4.72 98 | 3.33 126 | 2.74 374 | 4.31 146 | 2.30 332 | 6.42 61 | 3.33 96 | 2.35 112 | 3.76 116 | 0.26 5 | 2.35 151 | 4.64 73 | 1.40 102 | 0.63 521 | 0.99 513 | 0.00 1 | 0.26 451 | 0.03 33 | 0.74 202 |
|
| GCAP-Stereo-DPT-2K |  | 3.33 169 | 1.12 103 | 6.22 186 | 3.35 131 | 4.61 514 | 3.98 126 | 1.23 163 | 8.33 145 | 8.06 253 | 6.76 264 | 12.36 315 | 2.19 142 | 0.60 40 | 5.16 97 | 1.26 74 | 0.01 10 | 0.07 161 | 0.01 264 | 0.25 445 | 0.14 193 | 0.95 269 |
|
| MaDis-Stereo |  | 2.96 139 | 2.05 357 | 7.26 264 | 3.35 131 | 2.54 361 | 1.78 24 | 0.28 79 | 8.41 147 | 5.58 177 | 2.77 141 | 3.62 113 | 7.05 283 | 4.60 253 | 5.95 117 | 3.33 277 | 0.01 10 | 0.05 117 | 0.00 1 | 0.00 1 | 0.19 238 | 0.39 105 |
|
| Weightmod |  | 5.17 277 | 2.31 437 | 6.23 188 | 3.37 133 | 3.35 423 | 10.91 433 | 1.70 264 | 12.43 256 | 10.24 300 | 8.53 292 | 10.63 287 | 9.35 333 | 6.37 349 | 10.26 283 | 4.06 318 | 1.40 624 | 0.29 287 | 0.06 383 | 0.03 216 | 0.66 492 | 1.29 364 |
|
| GCAP-Stereo-DPT-5K |  | 3.26 165 | 1.18 119 | 6.09 173 | 3.37 133 | 4.60 510 | 4.64 177 | 1.29 174 | 9.39 186 | 9.58 288 | 6.19 257 | 10.71 290 | 1.85 119 | 0.51 31 | 3.23 29 | 1.42 110 | 0.01 10 | 0.08 173 | 0.01 264 | 0.24 430 | 0.14 193 | 0.63 167 |
|
| FoundationStereo |  | 1.56 22 | 0.84 42 | 3.56 29 | 3.37 133 | 1.49 227 | 2.27 40 | 0.59 108 | 3.96 15 | 2.27 34 | 2.10 97 | 0.11 1 | 2.58 156 | 2.83 173 | 2.97 19 | 1.00 41 | 0.04 107 | 0.88 467 | 0.00 1 | 0.00 1 | 0.02 5 | 0.34 86 |
|
| test_for_model |  | 3.26 165 | 1.18 119 | 6.09 173 | 3.37 133 | 4.60 510 | 4.64 177 | 1.29 174 | 9.39 186 | 9.57 287 | 6.19 257 | 10.71 290 | 1.85 119 | 0.51 31 | 3.23 29 | 1.42 110 | 0.01 10 | 0.08 173 | 0.01 264 | 0.24 430 | 0.14 193 | 0.63 167 |
|
| VIP-Stereo |  | 3.44 181 | 1.88 303 | 6.40 208 | 3.40 137 | 4.56 509 | 14.56 500 | 1.70 264 | 6.48 69 | 4.46 146 | 2.19 102 | 5.59 195 | 2.42 149 | 1.80 124 | 9.75 265 | 2.11 180 | 0.01 10 | 0.98 497 | 0.00 1 | 0.01 153 | 0.09 137 | 0.49 136 |
|
| GCAP-Stereo-DPT-cres |  | 3.02 143 | 1.07 90 | 5.65 151 | 3.42 138 | 4.71 517 | 7.67 376 | 1.62 231 | 8.75 160 | 3.34 100 | 2.70 136 | 5.84 207 | 3.78 195 | 6.58 358 | 3.00 22 | 1.17 64 | 0.01 10 | 0.04 94 | 0.00 1 | 0.06 270 | 0.14 193 | 0.83 221 |
|
| WQFJA1++ |  | 2.85 133 | 0.75 18 | 5.28 136 | 3.42 138 | 2.42 351 | 4.30 143 | 0.29 81 | 7.68 127 | 2.78 57 | 3.98 185 | 2.72 90 | 0.69 50 | 1.60 107 | 7.66 174 | 1.42 110 | 0.41 454 | 1.01 527 | 0.01 264 | 0.40 555 | 9.39 687 | 0.78 212 |
|
| aanet-new-28k |  | 2.54 102 | 1.71 248 | 9.46 371 | 3.43 140 | 0.78 100 | 4.40 156 | 1.75 277 | 7.14 107 | 3.11 75 | 2.02 94 | 4.61 152 | 1.55 95 | 4.60 253 | 2.61 11 | 1.30 87 | 0.00 1 | 1.07 551 | 0.00 1 | 0.29 480 | 0.11 165 | 0.91 247 |
|
| GCAP-Stereo-DPT-24K |  | 2.41 94 | 1.11 99 | 6.02 172 | 3.43 140 | 2.13 324 | 3.61 107 | 1.59 226 | 9.07 173 | 4.09 138 | 1.71 68 | 3.47 107 | 0.65 45 | 4.05 220 | 2.38 6 | 1.05 51 | 0.03 86 | 0.18 239 | 0.00 1 | 0.44 563 | 0.28 298 | 2.86 606 |
|
| 416test |  | 1.89 59 | 1.27 145 | 5.84 156 | 3.44 142 | 3.79 449 | 3.73 112 | 0.04 22 | 5.92 40 | 3.40 106 | 1.29 32 | 0.52 18 | 0.30 15 | 1.83 127 | 3.02 23 | 1.37 90 | 0.00 1 | 0.89 472 | 0.00 1 | 0.28 472 | 0.09 137 | 0.68 181 |
|
| 416test1013 |  | 1.95 61 | 1.29 153 | 6.00 171 | 3.45 143 | 3.76 446 | 4.22 139 | 0.05 27 | 5.92 40 | 3.38 103 | 1.20 23 | 0.45 14 | 0.31 18 | 2.06 135 | 3.60 40 | 1.37 90 | 0.00 1 | 0.89 472 | 0.00 1 | 0.27 466 | 0.10 147 | 0.67 176 |
|
| over-8 |  | 1.87 57 | 1.73 259 | 4.23 64 | 3.45 143 | 0.33 20 | 3.90 120 | 0.01 1 | 6.07 48 | 2.14 29 | 1.38 40 | 1.36 53 | 1.36 87 | 2.46 160 | 7.93 185 | 0.86 22 | 0.07 219 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 165 | 0.01 1 |
|
| 2.5w |  | 2.47 97 | 0.97 66 | 5.69 153 | 3.45 143 | 1.92 296 | 3.19 80 | 2.18 322 | 6.67 84 | 2.91 69 | 2.14 98 | 5.66 203 | 0.25 4 | 1.97 129 | 7.82 177 | 1.43 115 | 0.18 348 | 1.07 551 | 0.00 1 | 0.30 492 | 0.03 33 | 1.46 400 |
|
| WCG-NET |  | 4.15 233 | 1.44 191 | 6.47 216 | 3.48 146 | 0.31 14 | 4.36 154 | 1.74 273 | 8.24 141 | 15.53 380 | 8.94 305 | 9.64 265 | 6.87 281 | 4.12 225 | 7.42 162 | 2.86 247 | 0.02 46 | 1.09 556 | 0.00 1 | 0.00 1 | 0.21 248 | 0.28 69 |
|
| gcap_with_dpt |  | 3.03 144 | 1.08 92 | 6.32 198 | 3.49 147 | 4.52 505 | 5.06 227 | 1.27 169 | 7.96 135 | 4.87 157 | 6.17 256 | 11.91 312 | 2.06 134 | 0.57 37 | 2.88 15 | 1.07 54 | 0.01 10 | 0.08 173 | 0.02 309 | 0.25 445 | 0.15 209 | 0.94 264 |
|
| WCG-NET(raft) |  | 4.87 264 | 1.67 240 | 6.84 240 | 3.49 147 | 0.31 14 | 4.96 223 | 1.95 306 | 11.08 232 | 15.49 379 | 8.82 299 | 11.46 304 | 9.50 338 | 4.96 282 | 11.32 324 | 3.26 274 | 0.09 258 | 1.41 637 | 0.00 1 | 0.03 216 | 0.23 258 | 0.54 146 |
|
| IGEV-Stereo+ |  | 3.03 144 | 1.10 97 | 5.14 132 | 3.52 149 | 4.87 524 | 2.53 47 | 0.68 114 | 4.40 17 | 3.11 75 | 2.20 103 | 0.71 31 | 0.79 58 | 3.45 193 | 8.89 220 | 1.25 71 | 0.08 244 | 0.70 412 | 0.00 1 | 0.40 555 | 5.72 668 | 11.13 712 |
|
| aanet-new-78k |  | 2.86 135 | 1.71 248 | 12.34 498 | 3.53 150 | 0.61 69 | 2.20 38 | 1.30 176 | 7.48 119 | 2.19 32 | 1.89 82 | 4.21 134 | 1.03 65 | 6.31 344 | 8.93 222 | 1.35 89 | 0.02 46 | 0.72 416 | 0.00 1 | 0.00 1 | 0.07 103 | 1.41 389 |
|
| WQFJX |  | 4.98 270 | 1.47 194 | 5.90 163 | 3.54 151 | 5.81 581 | 13.76 484 | 1.87 295 | 12.60 260 | 10.77 309 | 6.11 253 | 5.62 200 | 5.65 248 | 5.86 328 | 12.29 382 | 6.99 432 | 0.04 107 | 0.10 196 | 0.00 1 | 0.00 1 | 0.14 193 | 1.15 333 |
|
| aanet-new-36k |  | 2.87 136 | 1.75 263 | 7.21 262 | 3.57 152 | 0.57 65 | 5.21 239 | 1.18 157 | 8.42 148 | 2.58 47 | 1.80 78 | 4.49 144 | 1.58 97 | 6.34 346 | 9.10 233 | 1.42 110 | 0.02 46 | 1.00 521 | 0.02 309 | 0.00 1 | 0.07 103 | 0.98 283 |
|
| s12784h |  | 6.22 340 | 1.01 73 | 4.95 116 | 3.57 152 | 0.54 62 | 19.55 592 | 0.95 140 | 19.51 419 | 18.39 423 | 12.98 368 | 12.58 319 | 7.78 306 | 5.56 315 | 11.34 327 | 4.36 338 | 0.89 568 | 0.01 21 | 0.05 366 | 0.00 1 | 0.07 103 | 0.20 55 |
|
| TestStereo-Hl |   | 5.98 326 | 2.12 379 | 7.49 278 | 3.63 154 | 1.23 176 | 6.25 323 | 4.49 434 | 15.40 332 | 14.26 362 | 10.98 331 | 16.90 368 | 9.28 331 | 8.55 414 | 13.26 443 | 4.36 338 | 0.36 434 | 0.29 287 | 0.01 264 | 0.01 153 | 0.25 269 | 0.56 151 |
|
| fffft |  | 2.87 136 | 1.37 171 | 6.09 173 | 3.63 154 | 1.48 221 | 4.34 150 | 4.03 419 | 9.11 178 | 3.91 130 | 3.19 159 | 2.34 79 | 1.90 123 | 1.43 98 | 10.93 301 | 2.22 185 | 0.00 1 | 0.23 260 | 0.00 1 | 0.00 1 | 0.38 370 | 0.85 224 |
| 1: 1. 1 |
| NLSM3 |  | 3.45 182 | 1.17 118 | 4.52 89 | 3.64 156 | 3.99 464 | 3.16 78 | 0.54 102 | 14.33 306 | 9.76 292 | 3.70 179 | 7.08 229 | 1.78 112 | 3.88 214 | 7.50 164 | 3.21 270 | 0.02 46 | 0.00 1 | 0.06 383 | 0.01 153 | 0.04 62 | 0.59 163 |
|
| GELT-Stereo |  | 3.20 159 | 1.48 198 | 5.05 122 | 3.65 157 | 4.13 478 | 2.30 41 | 0.91 137 | 16.61 361 | 6.52 212 | 5.64 246 | 2.57 83 | 3.30 176 | 2.79 171 | 6.18 124 | 2.02 168 | 0.02 46 | 0.01 21 | 0.00 1 | 0.00 1 | 0.08 121 | 0.71 196 |
|
| aanet-32k-new |  | 2.81 128 | 2.11 375 | 7.27 265 | 3.65 157 | 1.62 250 | 5.00 226 | 1.77 282 | 6.59 81 | 2.45 41 | 1.50 49 | 4.30 136 | 2.17 141 | 5.93 330 | 8.74 214 | 1.56 124 | 0.02 46 | 0.16 232 | 0.00 1 | 0.00 1 | 0.16 218 | 1.27 359 |
|
| GREAT-IGEV |   | 2.67 116 | 1.48 198 | 5.32 139 | 3.65 157 | 1.73 272 | 2.92 63 | 0.20 70 | 6.37 58 | 6.52 212 | 1.34 36 | 5.23 185 | 1.09 70 | 1.45 99 | 10.01 272 | 1.57 126 | 0.11 284 | 1.50 649 | 0.00 1 | 0.24 430 | 0.19 238 | 2.48 586 |
| Jiahao LI, Xinhong Chen, Zhengmin JIANG, Qian Zhou, Yung-Hui Li, Jianping Wang: Global Regulation and Excitation via Attention Tuning for Stereo Matching. ICCV2025 |
| CES |  | 4.08 226 | 1.34 167 | 3.46 23 | 3.65 157 | 11.49 690 | 5.24 241 | 0.99 143 | 10.15 204 | 9.15 282 | 3.80 182 | 9.29 261 | 1.76 110 | 0.91 61 | 6.94 141 | 2.64 227 | 0.07 219 | 0.05 117 | 0.01 264 | 0.00 1 | 1.63 584 | 9.03 695 |
|
| ManiGeoR |   | 5.60 291 | 2.38 455 | 10.23 408 | 3.66 161 | 3.17 414 | 6.64 346 | 1.65 238 | 19.57 421 | 10.50 304 | 7.20 275 | 14.65 337 | 6.46 272 | 4.96 282 | 13.05 429 | 7.21 436 | 0.09 258 | 0.00 1 | 0.05 366 | 0.00 1 | 0.23 258 | 0.25 63 |
|
| HLf10 |  | 5.60 291 | 2.38 455 | 10.23 408 | 3.66 161 | 3.17 414 | 6.64 346 | 1.65 238 | 19.57 421 | 10.50 304 | 7.20 275 | 14.65 337 | 6.46 272 | 4.96 282 | 13.05 429 | 7.21 436 | 0.09 258 | 0.00 1 | 0.05 366 | 0.00 1 | 0.23 258 | 0.25 63 |
|
| TestStereo_HLe17 |  | 5.97 323 | 2.36 451 | 10.51 430 | 3.70 163 | 2.54 361 | 8.00 385 | 2.90 371 | 18.58 400 | 16.64 404 | 9.14 307 | 16.16 358 | 5.62 247 | 4.27 231 | 13.61 459 | 4.17 324 | 0.09 258 | 0.03 76 | 0.02 309 | 0.00 1 | 0.16 218 | 0.81 215 |
|
| WQFJA1 |  | 4.85 263 | 1.42 181 | 5.91 164 | 3.70 163 | 5.90 588 | 13.00 471 | 1.54 217 | 13.22 271 | 10.90 312 | 5.24 233 | 5.65 201 | 6.12 257 | 4.94 280 | 10.31 285 | 7.77 447 | 0.08 244 | 0.07 161 | 0.00 1 | 0.00 1 | 0.10 147 | 1.15 333 |
|
| NLMM |  | 4.84 262 | 1.42 181 | 5.91 164 | 3.70 163 | 5.90 588 | 12.99 470 | 1.54 217 | 13.23 272 | 10.88 311 | 5.24 233 | 5.65 201 | 6.12 257 | 4.95 281 | 10.13 278 | 7.77 447 | 0.08 244 | 0.07 161 | 0.00 1 | 0.00 1 | 0.10 147 | 1.15 333 |
|
| Reg-Stereo(zero) |  | 4.96 268 | 0.83 40 | 5.01 119 | 3.71 166 | 2.33 344 | 3.81 118 | 1.18 157 | 17.25 375 | 13.30 347 | 10.52 319 | 10.73 292 | 10.47 354 | 4.43 242 | 9.47 256 | 4.17 324 | 0.06 187 | 0.74 422 | 0.00 1 | 0.27 466 | 0.04 62 | 0.88 234 |
|
| HHNet |  | 7.57 404 | 2.01 342 | 8.03 306 | 3.71 166 | 3.46 432 | 4.93 219 | 6.17 492 | 19.69 423 | 16.27 393 | 20.91 552 | 31.75 573 | 10.56 355 | 5.82 325 | 10.69 294 | 5.10 366 | 0.67 532 | 0.07 161 | 0.21 515 | 0.14 344 | 0.63 481 | 0.54 146 |
|
| HLf8 |  | 5.68 295 | 2.39 459 | 9.26 359 | 3.74 168 | 2.89 392 | 7.62 374 | 1.84 290 | 18.29 391 | 17.19 413 | 8.51 291 | 13.97 332 | 6.14 260 | 3.70 204 | 12.49 400 | 4.77 357 | 0.08 244 | 0.01 21 | 0.01 264 | 0.00 1 | 0.21 248 | 0.45 124 |
|
| HUF |  | 3.37 172 | 1.82 289 | 7.11 258 | 3.74 168 | 1.68 260 | 5.10 231 | 2.12 316 | 10.44 212 | 5.26 167 | 2.44 119 | 4.54 147 | 5.45 243 | 2.61 164 | 7.44 163 | 2.03 169 | 0.91 572 | 2.05 673 | 0.09 423 | 0.00 1 | 0.19 238 | 2.46 581 |
|
| AdaDepth |  | 2.53 99 | 1.09 94 | 6.44 211 | 3.77 170 | 3.11 409 | 3.50 104 | 0.68 114 | 5.77 38 | 3.85 123 | 2.06 96 | 3.46 106 | 0.52 36 | 1.57 104 | 11.34 327 | 1.39 99 | 0.04 107 | 0.91 477 | 0.00 1 | 0.22 408 | 0.05 76 | 0.78 212 |
|
| 1w_stereo |  | 3.18 158 | 0.88 45 | 4.34 73 | 3.77 170 | 2.15 326 | 4.45 159 | 6.50 504 | 7.10 106 | 5.69 178 | 3.58 174 | 7.40 231 | 0.28 11 | 4.26 230 | 8.58 211 | 2.83 246 | 0.05 147 | 0.64 397 | 0.00 1 | 0.01 153 | 0.02 5 | 1.16 337 |
|
| S2M2_L |  | 2.24 82 | 1.47 194 | 4.41 81 | 3.77 170 | 1.20 170 | 2.26 39 | 0.06 30 | 6.51 72 | 7.31 225 | 1.92 83 | 4.58 151 | 4.42 211 | 0.81 55 | 2.90 17 | 1.83 146 | 0.58 503 | 0.11 206 | 0.03 334 | 0.00 1 | 0.49 427 | 0.09 29 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| TestStereo_HL2 |  | 5.71 299 | 2.13 386 | 7.35 275 | 3.79 173 | 2.05 310 | 5.75 287 | 1.99 310 | 13.66 293 | 14.02 358 | 11.79 339 | 20.13 413 | 7.30 293 | 5.48 308 | 12.45 395 | 5.65 391 | 0.19 361 | 0.09 184 | 0.00 1 | 0.01 153 | 0.17 226 | 0.28 69 |
|
| Pointernet |  | 3.56 193 | 0.99 71 | 6.55 224 | 3.79 173 | 0.85 112 | 5.19 238 | 0.36 84 | 17.55 382 | 7.32 226 | 4.50 204 | 6.92 222 | 4.82 223 | 2.69 166 | 5.26 100 | 2.99 253 | 0.04 107 | 0.53 360 | 0.00 1 | 0.35 520 | 0.05 76 | 0.42 114 |
|
| MGS-Stereo |  | 3.47 187 | 1.54 214 | 7.34 274 | 3.79 173 | 0.51 57 | 4.78 200 | 1.51 211 | 6.53 76 | 9.92 295 | 4.54 205 | 10.22 276 | 5.44 241 | 1.26 83 | 8.51 209 | 2.53 216 | 0.21 372 | 0.01 21 | 0.02 309 | 0.00 1 | 0.59 465 | 0.23 58 |
|
| GGDA |   | 5.40 282 | 2.03 348 | 7.08 251 | 3.82 176 | 1.46 215 | 5.60 274 | 1.69 259 | 13.83 298 | 14.46 364 | 10.64 324 | 16.25 360 | 7.19 287 | 5.29 298 | 12.09 369 | 5.44 381 | 0.22 379 | 0.10 196 | 0.01 264 | 0.01 153 | 0.20 245 | 0.50 139 |
|
| Occ-G |  | 4.14 231 | 1.50 207 | 5.89 162 | 3.82 176 | 1.88 292 | 3.75 113 | 6.51 505 | 8.68 158 | 6.38 209 | 4.81 216 | 8.44 246 | 9.56 341 | 4.31 232 | 10.00 271 | 4.16 323 | 0.05 147 | 0.84 453 | 0.00 1 | 0.19 393 | 0.23 258 | 1.71 442 |
|
| LG-G_1 |  | 2.39 89 | 0.79 26 | 4.63 93 | 3.83 178 | 0.64 76 | 10.74 429 | 0.58 105 | 7.00 101 | 1.89 20 | 1.72 69 | 1.33 50 | 1.33 84 | 2.10 136 | 8.16 194 | 1.40 102 | 0.05 147 | 0.66 400 | 0.00 1 | 0.00 1 | 0.06 89 | 0.94 264 |
|
| LG-G |  | 2.39 89 | 0.79 26 | 4.63 93 | 3.83 178 | 0.64 76 | 10.74 429 | 0.58 105 | 7.00 101 | 1.89 20 | 1.72 69 | 1.33 50 | 1.33 84 | 2.10 136 | 8.16 194 | 1.40 102 | 0.05 147 | 0.66 400 | 0.00 1 | 0.00 1 | 0.06 89 | 0.94 264 |
|
| DNSM |  | 10.83 523 | 13.83 681 | 4.36 76 | 3.84 180 | 1.42 207 | 4.07 132 | 1.47 200 | 10.81 226 | 4.72 152 | 3.62 176 | 3.84 121 | 2.65 161 | 4.85 274 | 30.40 671 | 33.89 693 | 0.53 490 | 4.31 711 | 0.00 1 | 0.29 480 | 44.05 743 | 43.64 751 |
|
| HLF11 |  | 6.15 337 | 2.25 418 | 10.31 414 | 3.88 181 | 3.16 413 | 5.08 228 | 1.19 159 | 18.82 404 | 10.46 303 | 10.76 327 | 18.05 379 | 7.97 311 | 5.47 307 | 15.89 512 | 9.10 480 | 0.09 258 | 0.01 21 | 0.00 1 | 0.00 1 | 0.29 306 | 0.13 40 |
|
| aanet-new-22k |  | 2.81 128 | 1.78 271 | 7.32 272 | 3.89 182 | 0.79 103 | 4.34 150 | 1.93 304 | 9.22 183 | 5.40 173 | 2.21 105 | 4.89 166 | 1.55 95 | 4.87 275 | 4.13 59 | 1.48 120 | 0.01 10 | 1.07 551 | 0.01 264 | 0.04 237 | 0.14 193 | 1.22 350 |
|
| DEFOM-Stereo |  | 2.43 95 | 1.22 133 | 4.56 91 | 3.89 182 | 1.05 146 | 12.70 465 | 0.80 127 | 5.07 20 | 2.70 51 | 3.02 154 | 1.81 66 | 0.61 41 | 0.54 36 | 8.77 215 | 1.01 43 | 0.02 46 | 0.01 21 | 0.00 1 | 0.00 1 | 0.03 33 | 0.69 185 |
|
| Foundation-i1 |  | 4.02 224 | 0.77 24 | 3.58 35 | 3.90 184 | 3.92 458 | 6.13 315 | 4.35 429 | 13.36 284 | 6.24 204 | 6.62 263 | 6.36 213 | 8.41 317 | 4.76 270 | 6.99 145 | 2.10 178 | 0.04 107 | 1.09 556 | 0.00 1 | 0.01 153 | 0.03 33 | 1.65 433 |
|
| RT-Monster |  | 5.39 281 | 1.31 161 | 5.51 147 | 3.93 185 | 4.29 485 | 5.15 233 | 0.80 127 | 13.13 268 | 20.24 451 | 14.19 397 | 13.71 331 | 9.73 342 | 3.24 187 | 8.13 192 | 2.61 222 | 0.06 187 | 0.27 278 | 0.00 1 | 0.00 1 | 0.05 76 | 1.44 396 |
|
| aanet-new-8k |  | 3.21 161 | 1.53 213 | 6.45 213 | 3.94 186 | 0.69 81 | 5.83 292 | 1.71 268 | 10.38 211 | 6.24 204 | 2.24 107 | 4.04 131 | 1.31 83 | 6.63 363 | 10.15 280 | 1.87 150 | 0.01 10 | 0.17 236 | 0.00 1 | 0.00 1 | 0.12 174 | 0.90 242 |
|
| DCANet-4 |  | 6.78 364 | 1.21 127 | 11.48 465 | 3.95 187 | 0.76 93 | 4.73 192 | 1.68 249 | 18.40 396 | 25.78 523 | 15.44 417 | 20.36 417 | 6.42 271 | 8.48 411 | 8.87 219 | 6.24 413 | 0.18 348 | 0.05 117 | 0.01 264 | 0.00 1 | 0.10 147 | 1.37 375 |
|
| water-stereo |  | 4.05 225 | 1.16 110 | 6.14 180 | 3.96 188 | 0.83 110 | 5.09 230 | 1.09 149 | 13.45 286 | 5.71 180 | 6.59 262 | 14.69 339 | 7.49 297 | 5.81 323 | 3.80 46 | 3.51 287 | 0.38 444 | 0.18 239 | 0.10 436 | 0.05 256 | 0.07 103 | 0.90 242 |
|
| Anonymus |   | 2.39 89 | 1.30 158 | 3.67 40 | 3.98 189 | 0.56 63 | 2.41 44 | 0.27 77 | 6.52 73 | 3.38 103 | 2.82 144 | 1.82 67 | 4.87 226 | 2.24 147 | 8.78 216 | 3.07 261 | 0.35 430 | 0.52 357 | 0.00 1 | 0.05 256 | 0.04 62 | 1.25 356 |
|
| PhaseNet |  | 2.72 120 | 1.38 174 | 4.32 72 | 3.98 189 | 0.96 135 | 5.73 284 | 0.42 88 | 8.56 155 | 3.88 128 | 2.71 138 | 2.50 82 | 6.14 260 | 1.36 93 | 6.85 139 | 3.71 299 | 0.24 387 | 0.10 196 | 0.00 1 | 0.00 1 | 0.07 103 | 1.49 410 |
|
| GCAP-Stereo-DPT-FT |  | 3.65 196 | 5.31 592 | 22.09 634 | 3.99 191 | 3.89 457 | 3.15 76 | 1.70 264 | 9.35 184 | 3.52 112 | 2.46 121 | 3.75 115 | 3.71 190 | 3.55 201 | 3.48 35 | 1.68 136 | 0.07 219 | 0.13 217 | 0.01 264 | 0.12 325 | 0.13 190 | 0.97 278 |
|
| GCAP-Stereo-DPT-22K |  | 2.84 131 | 1.13 105 | 5.48 145 | 4.01 192 | 3.72 442 | 3.33 90 | 1.40 186 | 8.58 156 | 3.90 129 | 2.56 125 | 7.82 240 | 3.41 178 | 5.01 286 | 2.48 9 | 1.12 57 | 0.02 46 | 0.99 513 | 0.00 1 | 0.50 579 | 0.12 174 | 1.11 324 |
|
| ADStereo(finetuned) |  | 7.09 382 | 2.04 351 | 11.52 468 | 4.01 192 | 0.77 97 | 4.78 200 | 1.73 270 | 16.15 345 | 25.08 509 | 15.89 434 | 20.74 426 | 7.88 307 | 13.56 518 | 9.11 234 | 6.07 403 | 0.18 348 | 0.05 117 | 0.00 1 | 0.00 1 | 0.28 298 | 1.93 483 |
|
| TANstereo |  | 4.87 264 | 1.49 204 | 5.02 120 | 4.02 194 | 0.51 57 | 14.25 495 | 0.15 61 | 9.17 181 | 12.84 337 | 12.80 362 | 18.36 389 | 5.14 231 | 4.43 242 | 6.01 118 | 2.30 189 | 0.09 258 | 0.12 215 | 0.00 1 | 0.01 153 | 0.02 5 | 0.68 181 |
|
| DCANet |  | 6.87 369 | 2.02 346 | 9.12 346 | 4.03 195 | 0.76 93 | 4.77 198 | 1.74 273 | 16.15 345 | 25.07 508 | 15.88 433 | 20.79 427 | 7.89 308 | 11.31 467 | 9.23 241 | 6.15 407 | 0.18 348 | 0.05 117 | 0.00 1 | 0.00 1 | 0.28 298 | 2.01 513 |
|
| IGEVStereo-DCA |  | 3.90 214 | 2.95 507 | 7.30 267 | 4.05 196 | 0.92 122 | 4.94 221 | 1.65 238 | 14.40 307 | 5.82 186 | 4.17 192 | 4.67 154 | 4.50 216 | 3.95 215 | 11.24 318 | 4.28 333 | 0.18 348 | 0.56 371 | 0.00 1 | 0.17 370 | 0.25 269 | 1.98 496 |
|
| rrr |  | 3.99 222 | 2.95 507 | 11.04 455 | 4.05 196 | 0.92 122 | 4.94 221 | 1.53 215 | 11.97 252 | 6.50 211 | 4.17 192 | 4.67 154 | 4.50 216 | 3.95 215 | 11.24 318 | 4.28 333 | 0.18 348 | 0.56 371 | 0.00 1 | 0.22 408 | 0.25 269 | 1.88 472 |
|
| test_xeample3 |  | 4.08 226 | 2.95 507 | 11.20 459 | 4.05 196 | 1.05 146 | 5.62 276 | 1.58 224 | 13.23 272 | 4.76 154 | 7.10 269 | 3.83 120 | 3.18 174 | 3.30 189 | 11.75 349 | 4.42 341 | 0.08 244 | 0.74 422 | 0.00 1 | 0.38 542 | 0.26 283 | 2.04 520 |
|
| NLMM1 |  | 5.47 287 | 1.61 222 | 7.10 254 | 4.06 199 | 5.50 561 | 12.13 455 | 3.20 383 | 13.17 269 | 16.77 406 | 7.43 283 | 8.61 247 | 5.16 232 | 4.51 250 | 12.35 389 | 6.39 422 | 0.02 46 | 0.12 215 | 0.00 1 | 0.00 1 | 0.12 174 | 1.10 319 |
|
| GCAP-BAT |  | 3.88 212 | 1.21 127 | 8.47 322 | 4.07 200 | 3.84 456 | 2.72 55 | 1.50 208 | 9.84 195 | 12.58 332 | 4.96 221 | 6.53 218 | 7.07 284 | 1.78 120 | 9.89 268 | 1.99 163 | 0.06 187 | 0.10 196 | 0.00 1 | 0.01 153 | 0.07 103 | 1.00 287 |
|
| GCAPDPT-zeroshot |  | 3.88 212 | 1.21 127 | 8.46 321 | 4.07 200 | 3.83 454 | 2.72 55 | 1.50 208 | 9.84 195 | 12.58 332 | 4.96 221 | 6.53 218 | 7.07 284 | 1.78 120 | 9.89 268 | 1.98 161 | 0.06 187 | 0.10 196 | 0.00 1 | 0.01 153 | 0.07 103 | 1.01 289 |
|
| RAFT-Stereo + iAFF |  | 5.94 320 | 2.35 449 | 8.80 330 | 4.07 200 | 1.36 197 | 2.78 59 | 0.66 110 | 17.05 369 | 15.89 384 | 12.65 350 | 18.49 391 | 11.81 375 | 7.89 396 | 8.48 208 | 3.80 304 | 0.02 46 | 0.75 428 | 0.00 1 | 0.00 1 | 0.43 397 | 1.49 410 |
|
| castereo++ |  | 3.76 206 | 1.79 274 | 5.06 123 | 4.09 203 | 2.65 369 | 16.30 544 | 1.89 301 | 8.46 150 | 9.15 282 | 2.53 123 | 4.66 153 | 5.04 229 | 2.00 130 | 9.08 232 | 1.04 48 | 0.02 46 | 0.59 385 | 0.00 1 | 0.34 516 | 0.08 121 | 0.50 139 |
|
| rvit_stereo_0080 |  | 4.27 241 | 2.89 501 | 9.02 339 | 4.10 204 | 1.93 298 | 4.06 128 | 7.35 535 | 10.37 209 | 8.86 275 | 5.39 239 | 7.51 234 | 6.20 265 | 4.36 234 | 7.08 148 | 4.75 354 | 0.45 470 | 0.01 21 | 0.00 1 | 0.00 1 | 0.59 465 | 0.45 124 |
|
| whm_eth |  | 4.27 241 | 2.89 501 | 9.02 339 | 4.10 204 | 1.93 298 | 4.06 128 | 7.35 535 | 10.37 209 | 8.86 275 | 5.39 239 | 7.51 234 | 6.20 265 | 4.36 234 | 7.08 148 | 4.75 354 | 0.45 470 | 0.01 21 | 0.00 1 | 0.00 1 | 0.59 465 | 0.45 124 |
|
| LiteMatch |  | 2.36 88 | 2.17 401 | 3.23 16 | 4.11 206 | 0.72 83 | 2.15 35 | 1.49 206 | 5.39 29 | 3.17 85 | 1.79 76 | 0.63 24 | 2.12 138 | 5.23 296 | 4.28 63 | 9.36 490 | 0.06 187 | 0.04 94 | 0.00 1 | 0.00 1 | 0.32 319 | 0.95 269 |
|
| Lsterematch |  | 6.83 365 | 2.17 401 | 7.77 293 | 4.11 206 | 0.72 83 | 8.20 389 | 1.49 206 | 12.99 264 | 18.49 432 | 16.96 463 | 25.24 485 | 9.52 339 | 5.23 296 | 13.01 422 | 9.36 490 | 0.06 187 | 0.04 94 | 0.00 1 | 0.00 1 | 0.32 319 | 0.95 269 |
|
| TestStereo_HL3 |  | 7.26 389 | 1.61 222 | 11.64 475 | 4.14 208 | 2.10 315 | 11.84 449 | 5.81 481 | 14.32 304 | 8.93 277 | 13.77 388 | 33.87 606 | 12.38 388 | 9.80 440 | 11.51 342 | 2.94 250 | 0.15 325 | 0.05 117 | 0.02 309 | 0.01 153 | 0.11 165 | 0.27 67 |
|
| monsters |  | 2.54 102 | 1.47 194 | 4.92 112 | 4.14 208 | 4.45 500 | 2.18 37 | 0.17 67 | 8.94 167 | 3.39 105 | 4.75 215 | 3.04 99 | 0.22 3 | 0.75 48 | 8.85 218 | 1.43 115 | 0.17 337 | 0.98 497 | 0.00 1 | 0.32 501 | 0.02 5 | 0.60 164 |
|
| 111111 |  | 2.79 126 | 1.16 110 | 4.90 110 | 4.16 210 | 4.50 503 | 3.40 95 | 0.22 73 | 9.37 185 | 4.11 140 | 2.47 122 | 4.41 141 | 2.27 144 | 2.02 132 | 9.21 239 | 1.37 90 | 0.01 10 | 0.79 438 | 0.08 412 | 0.01 153 | 0.14 193 | 1.19 346 |
|
| fff |  | 7.26 389 | 1.99 335 | 9.12 346 | 4.17 211 | 0.47 51 | 4.73 192 | 1.68 249 | 16.56 357 | 33.55 594 | 15.45 418 | 20.36 417 | 7.49 297 | 12.54 495 | 9.03 227 | 6.26 414 | 0.18 348 | 0.05 117 | 0.01 264 | 0.00 1 | 0.10 147 | 1.37 375 |
|
| csc |  | 7.26 389 | 1.99 335 | 9.12 346 | 4.17 211 | 0.47 51 | 4.73 192 | 1.68 249 | 16.56 357 | 33.55 594 | 15.45 418 | 20.36 417 | 7.49 297 | 12.54 495 | 9.03 227 | 6.26 414 | 0.18 348 | 0.05 117 | 0.01 264 | 0.00 1 | 0.10 147 | 1.37 375 |
|
| cscssc |  | 7.26 389 | 1.99 335 | 9.12 346 | 4.17 211 | 0.47 51 | 4.73 192 | 1.68 249 | 16.56 357 | 33.55 594 | 15.45 418 | 20.36 417 | 7.49 297 | 12.54 495 | 9.03 227 | 6.26 414 | 0.18 348 | 0.05 117 | 0.01 264 | 0.00 1 | 0.10 147 | 1.37 375 |
|
| 111 |  | 7.73 415 | 2.39 459 | 9.12 346 | 4.17 211 | 0.47 51 | 10.65 426 | 3.49 401 | 21.34 454 | 28.25 548 | 10.60 322 | 16.85 367 | 14.74 437 | 10.22 448 | 12.48 398 | 6.61 429 | 0.43 462 | 0.01 21 | 0.00 1 | 0.00 1 | 0.35 340 | 2.39 577 |
|
| ours_stereo |  | 3.25 164 | 1.81 281 | 5.95 168 | 4.18 215 | 1.97 304 | 3.79 115 | 2.71 361 | 8.97 169 | 6.86 218 | 2.39 117 | 5.79 206 | 3.97 198 | 1.82 126 | 9.84 266 | 2.05 172 | 0.02 46 | 0.21 255 | 0.00 1 | 0.00 1 | 0.38 370 | 2.35 572 |
|
| RAStereo |  | 2.53 99 | 1.48 198 | 7.27 265 | 4.18 215 | 1.48 221 | 1.78 24 | 0.13 51 | 8.50 151 | 8.15 256 | 2.40 118 | 4.11 132 | 3.37 177 | 0.81 55 | 3.73 43 | 2.75 233 | 0.05 147 | 0.00 1 | 0.00 1 | 0.00 1 | 0.35 340 | 0.14 42 |
|
| DRaft |  | 9.41 468 | 1.56 218 | 10.09 399 | 4.18 215 | 0.92 122 | 12.87 467 | 5.68 473 | 17.40 379 | 29.75 557 | 21.24 559 | 38.12 642 | 9.96 347 | 13.97 532 | 11.81 353 | 8.08 454 | 0.66 529 | 0.30 292 | 0.07 404 | 0.26 451 | 0.33 327 | 0.88 234 |
|
| aanet-new-14k |  | 3.20 159 | 1.28 148 | 9.69 382 | 4.19 218 | 0.51 57 | 4.33 149 | 1.70 264 | 11.13 233 | 10.33 302 | 3.19 159 | 4.96 171 | 0.65 45 | 6.56 357 | 2.82 14 | 1.61 132 | 0.04 107 | 0.03 76 | 0.01 264 | 0.00 1 | 0.10 147 | 0.90 242 |
|
| tt45 |  | 3.47 187 | 1.65 235 | 5.29 138 | 4.20 219 | 1.93 298 | 8.00 385 | 1.99 310 | 9.99 203 | 4.05 136 | 5.83 248 | 4.57 150 | 4.57 219 | 2.37 155 | 11.40 329 | 2.38 204 | 0.01 10 | 0.14 225 | 0.00 1 | 0.01 153 | 0.40 380 | 0.69 185 |
|
| DVStereo |   | 4.62 255 | 1.66 238 | 6.95 244 | 4.21 220 | 1.86 291 | 10.94 434 | 0.99 143 | 12.18 254 | 6.28 206 | 12.65 350 | 10.00 266 | 5.44 241 | 3.80 209 | 10.06 275 | 3.61 295 | 0.13 309 | 0.49 346 | 0.09 423 | 0.28 472 | 0.09 137 | 0.68 181 |
|
| SCV_C0 |  | 3.81 208 | 1.92 318 | 7.94 303 | 4.22 221 | 1.75 275 | 4.82 203 | 1.56 223 | 11.79 248 | 8.00 248 | 3.23 164 | 5.14 177 | 6.19 264 | 1.81 125 | 11.49 338 | 2.42 207 | 0.17 337 | 1.09 556 | 0.00 1 | 0.23 420 | 0.38 370 | 2.04 520 |
|
| mms |  | 3.23 162 | 1.87 302 | 6.16 183 | 4.22 221 | 2.38 349 | 4.13 136 | 3.87 411 | 8.68 158 | 5.05 163 | 2.68 133 | 5.66 203 | 3.05 172 | 1.33 89 | 9.68 262 | 2.35 199 | 0.01 10 | 0.55 368 | 0.00 1 | 0.00 1 | 0.42 393 | 2.47 584 |
|
| ff7 |  | 3.92 215 | 2.12 379 | 7.30 267 | 4.22 221 | 1.47 216 | 4.90 212 | 1.65 238 | 14.40 307 | 5.82 186 | 5.08 229 | 5.59 195 | 3.45 180 | 4.61 257 | 11.48 334 | 2.76 235 | 0.04 107 | 0.98 497 | 0.00 1 | 0.17 370 | 0.35 340 | 1.98 496 |
|
| ffff |  | 3.92 215 | 2.12 379 | 7.30 267 | 4.22 221 | 1.47 216 | 4.90 212 | 1.65 238 | 14.40 307 | 5.82 186 | 5.08 229 | 5.59 195 | 3.45 180 | 4.61 257 | 11.48 334 | 2.76 235 | 0.04 107 | 0.98 497 | 0.00 1 | 0.17 370 | 0.35 340 | 1.98 496 |
|
| 11t |  | 3.92 215 | 2.12 379 | 7.30 267 | 4.22 221 | 1.47 216 | 4.90 212 | 1.65 238 | 14.40 307 | 5.82 186 | 5.08 229 | 5.59 195 | 3.45 180 | 4.61 257 | 11.48 334 | 2.76 235 | 0.04 107 | 0.98 497 | 0.00 1 | 0.17 370 | 0.35 340 | 1.98 496 |
|
| EGLCR-Stereo |  | 3.41 178 | 1.28 148 | 6.47 216 | 4.22 221 | 1.36 197 | 5.18 236 | 1.24 164 | 11.58 247 | 5.47 176 | 3.80 182 | 3.40 104 | 8.10 313 | 1.69 113 | 9.53 258 | 2.23 187 | 0.09 258 | 0.89 472 | 0.01 264 | 0.00 1 | 0.24 265 | 1.42 392 |
|
| ProNet |  | 4.14 231 | 2.35 449 | 7.50 280 | 4.22 221 | 1.47 216 | 5.67 279 | 6.24 494 | 13.78 297 | 7.71 234 | 3.38 169 | 4.93 169 | 3.72 191 | 3.52 197 | 11.52 343 | 2.72 231 | 0.08 244 | 1.32 619 | 0.01 264 | 0.26 451 | 0.47 416 | 2.02 514 |
|
| ccc-4 |  | 3.92 215 | 2.12 379 | 7.30 267 | 4.22 221 | 1.47 216 | 4.90 212 | 1.65 238 | 14.40 307 | 5.82 186 | 5.08 229 | 5.59 195 | 3.45 180 | 4.61 257 | 11.48 334 | 2.76 235 | 0.04 107 | 0.98 497 | 0.00 1 | 0.17 370 | 0.35 340 | 1.98 496 |
|
| castereo |  | 4.17 234 | 1.71 248 | 4.94 115 | 4.23 229 | 1.13 157 | 6.25 323 | 6.97 523 | 10.76 223 | 16.22 390 | 3.25 165 | 7.74 238 | 3.55 187 | 7.25 383 | 5.61 109 | 2.63 225 | 0.04 107 | 0.38 312 | 0.00 1 | 0.26 451 | 0.08 121 | 0.44 121 |
|
| aanet-new-16k |  | 2.56 105 | 1.50 207 | 7.52 281 | 4.24 230 | 0.72 83 | 3.79 115 | 1.59 226 | 8.38 146 | 3.25 91 | 1.75 72 | 4.56 149 | 2.61 157 | 4.57 252 | 3.47 33 | 1.59 129 | 0.03 86 | 0.56 371 | 0.00 1 | 0.03 216 | 0.10 147 | 0.93 256 |
|
| fffy |  | 3.69 198 | 1.76 266 | 7.01 245 | 4.25 231 | 1.49 227 | 4.74 196 | 1.69 259 | 10.96 228 | 7.10 220 | 2.90 147 | 6.29 212 | 6.27 267 | 3.10 181 | 10.41 288 | 2.09 176 | 0.01 10 | 1.02 537 | 0.00 1 | 0.00 1 | 0.37 358 | 2.28 562 |
|
| SMoEStereo_RVC |  | 3.08 150 | 1.77 269 | 5.88 159 | 4.29 232 | 0.76 93 | 6.25 323 | 1.85 291 | 8.81 163 | 4.44 144 | 4.08 190 | 3.85 122 | 2.76 166 | 2.21 139 | 11.07 306 | 2.28 188 | 0.01 10 | 0.13 217 | 0.03 334 | 0.00 1 | 0.35 340 | 0.83 221 |
|
| knoymous |  | 6.46 349 | 1.84 293 | 5.13 131 | 4.31 233 | 1.88 292 | 6.36 331 | 5.55 471 | 15.25 328 | 14.48 365 | 13.85 391 | 21.25 431 | 12.66 396 | 6.63 363 | 13.20 438 | 5.11 367 | 0.19 361 | 0.13 217 | 0.12 462 | 0.00 1 | 0.71 504 | 0.57 158 |
|
| WQFJX1 |  | 4.94 267 | 1.37 171 | 6.21 184 | 4.32 234 | 5.86 586 | 10.61 425 | 3.86 410 | 11.43 241 | 12.12 328 | 6.12 254 | 5.13 176 | 5.73 250 | 5.08 288 | 13.20 438 | 7.03 433 | 0.01 10 | 0.06 146 | 0.01 264 | 0.00 1 | 0.17 226 | 0.57 158 |
|
| LG-Stereo |  | 2.75 123 | 1.78 271 | 8.47 322 | 4.32 234 | 1.04 144 | 3.56 105 | 1.20 160 | 7.18 108 | 6.19 203 | 2.53 123 | 7.57 237 | 1.07 69 | 0.75 48 | 5.24 98 | 2.51 212 | 0.49 480 | 0.27 278 | 0.01 264 | 0.03 216 | 0.34 334 | 0.44 121 |
|
| PStereo |  | 12.31 556 | 21.56 714 | 5.58 149 | 4.36 236 | 1.26 185 | 10.70 428 | 8.09 553 | 17.21 372 | 37.98 633 | 12.24 344 | 1.65 63 | 11.82 376 | 11.01 453 | 24.87 640 | 34.94 696 | 11.80 722 | 1.85 665 | 1.50 645 | 0.88 620 | 15.91 716 | 11.01 710 |
|
| PSi22 |  | 4.58 254 | 1.94 322 | 5.03 121 | 4.36 236 | 0.40 37 | 4.47 160 | 0.25 76 | 8.02 136 | 17.15 412 | 4.54 205 | 7.06 227 | 13.54 420 | 5.80 321 | 13.51 449 | 2.32 191 | 0.09 258 | 1.19 593 | 0.00 1 | 0.00 1 | 0.52 436 | 1.43 395 |
|
| aanet-new |  | 3.41 178 | 1.67 240 | 7.04 246 | 4.37 238 | 2.94 398 | 10.02 409 | 1.74 273 | 8.16 140 | 3.19 89 | 2.14 98 | 5.19 181 | 2.32 147 | 7.49 386 | 9.44 255 | 1.43 115 | 0.02 46 | 0.08 173 | 0.00 1 | 0.01 153 | 0.08 121 | 0.92 249 |
|
| EE1 |  | 4.36 246 | 1.16 110 | 6.81 239 | 4.40 239 | 2.79 384 | 4.82 203 | 1.79 284 | 14.03 300 | 7.14 221 | 6.56 261 | 6.54 220 | 8.63 322 | 5.33 300 | 11.04 304 | 2.33 192 | 0.04 107 | 1.23 608 | 0.01 264 | 0.07 283 | 0.41 384 | 1.98 496 |
|
| IGEV-Stereo++ |  | 2.55 104 | 0.93 58 | 4.65 95 | 4.40 239 | 3.52 436 | 3.33 90 | 0.10 43 | 8.77 161 | 4.60 148 | 2.63 128 | 4.41 141 | 2.00 130 | 4.67 267 | 3.47 33 | 0.98 36 | 0.02 46 | 0.78 436 | 0.09 423 | 0.00 1 | 0.06 89 | 1.65 433 |
|
| U |  | 3.84 211 | 0.81 33 | 6.63 229 | 4.40 239 | 11.89 693 | 11.98 452 | 0.20 70 | 8.42 148 | 5.78 183 | 1.97 90 | 2.73 91 | 0.77 53 | 1.59 105 | 2.60 10 | 0.98 36 | 0.04 107 | 0.04 94 | 10.46 711 | 5.41 701 | 0.05 76 | 0.14 42 |
|
| anonymousdsp |  | 3.97 219 | 2.10 371 | 6.76 236 | 4.43 242 | 1.82 286 | 4.92 217 | 1.68 249 | 14.84 322 | 5.82 186 | 5.26 236 | 5.54 193 | 4.20 204 | 4.37 239 | 11.54 344 | 2.68 228 | 0.04 107 | 0.87 464 | 0.00 1 | 0.18 384 | 0.36 352 | 1.98 496 |
|
| IGEV-Stereo |   | 3.97 219 | 2.10 371 | 6.78 238 | 4.43 242 | 1.81 283 | 4.92 217 | 1.68 249 | 14.84 322 | 5.82 186 | 5.25 235 | 5.54 193 | 4.22 206 | 4.36 234 | 11.55 345 | 2.68 228 | 0.04 107 | 0.88 467 | 0.00 1 | 0.18 384 | 0.36 352 | 1.98 496 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| AnonymousM |  | 6.73 361 | 12.03 670 | 3.53 28 | 4.47 244 | 1.55 236 | 4.42 158 | 3.17 381 | 11.94 251 | 8.44 265 | 17.00 464 | 10.06 267 | 9.08 329 | 4.00 219 | 7.56 170 | 4.06 318 | 0.55 499 | 0.68 409 | 23.13 731 | 8.12 714 | 0.07 103 | 0.65 172 |
|
| UniTT-Stereo |  | 3.10 154 | 1.22 133 | 7.79 294 | 4.50 245 | 2.51 356 | 2.59 48 | 0.42 88 | 5.88 39 | 5.74 182 | 5.46 243 | 7.76 239 | 1.12 71 | 1.46 100 | 9.06 230 | 5.42 378 | 0.06 187 | 0.07 161 | 0.00 1 | 0.01 153 | 0.60 471 | 0.26 66 |
|
| Selective-IGEV-i32 |  | 3.46 183 | 1.32 162 | 5.92 166 | 4.55 246 | 2.25 336 | 4.64 177 | 2.07 314 | 11.51 244 | 5.80 184 | 3.20 162 | 4.75 156 | 5.45 243 | 1.78 120 | 11.24 318 | 2.37 201 | 0.05 147 | 0.82 449 | 0.00 1 | 0.20 398 | 0.10 147 | 1.17 340 |
|
| AIO_rvc |  | 3.33 169 | 1.66 238 | 6.67 231 | 4.55 246 | 3.62 439 | 5.18 236 | 1.79 284 | 8.85 166 | 5.06 164 | 2.17 100 | 4.89 166 | 4.69 220 | 1.16 79 | 10.57 289 | 2.01 167 | 0.59 509 | 1.10 564 | 0.00 1 | 0.04 237 | 0.16 218 | 1.84 462 |
|
| Former-RAFT_DAM_RVC |  | 4.91 266 | 3.05 519 | 9.51 373 | 4.55 246 | 3.59 437 | 9.01 400 | 1.46 198 | 14.59 318 | 19.31 442 | 7.65 284 | 7.22 230 | 2.04 133 | 2.21 139 | 10.13 278 | 2.51 212 | 0.12 301 | 0.03 76 | 0.08 412 | 0.00 1 | 0.62 477 | 0.50 139 |
|
| Selective-IGEV |  | 3.46 183 | 1.32 162 | 5.92 166 | 4.55 246 | 2.27 338 | 4.65 181 | 2.07 314 | 11.50 243 | 5.81 185 | 3.19 159 | 4.75 156 | 5.46 245 | 1.77 119 | 11.24 318 | 2.37 201 | 0.05 147 | 0.82 449 | 0.00 1 | 0.20 398 | 0.10 147 | 1.17 340 |
|
| CAS++ |  | 4.25 239 | 2.16 397 | 6.64 230 | 4.57 250 | 1.14 160 | 4.22 139 | 1.62 231 | 19.22 412 | 10.81 310 | 9.35 309 | 9.25 260 | 1.97 125 | 1.40 97 | 9.87 267 | 2.00 164 | 0.15 325 | 0.05 117 | 0.00 1 | 0.00 1 | 0.33 327 | 0.28 69 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| S |  | 7.11 385 | 1.92 318 | 8.29 317 | 4.58 251 | 6.07 598 | 16.92 556 | 7.72 546 | 16.13 344 | 16.51 400 | 14.01 392 | 17.45 371 | 6.36 269 | 9.00 423 | 8.11 191 | 4.24 331 | 0.75 540 | 0.24 267 | 0.60 586 | 0.44 563 | 0.58 458 | 2.32 567 |
|
| aanet-new-10k |  | 3.05 147 | 1.69 245 | 11.03 453 | 4.59 252 | 0.93 129 | 8.16 388 | 1.83 289 | 8.82 164 | 2.73 53 | 3.10 158 | 3.11 101 | 2.74 165 | 5.35 302 | 3.49 36 | 1.80 143 | 0.01 10 | 0.47 341 | 0.05 366 | 0.07 283 | 0.14 193 | 0.88 234 |
|
| AIO_test |  | 3.09 151 | 1.33 166 | 5.84 156 | 4.60 253 | 3.35 423 | 5.26 243 | 2.32 333 | 9.12 180 | 5.01 162 | 1.93 84 | 4.76 158 | 4.23 207 | 1.35 91 | 7.85 182 | 1.18 65 | 0.92 574 | 1.03 544 | 0.00 1 | 0.29 480 | 0.07 103 | 1.30 366 |
|
| AFF-stereo |  | 6.50 353 | 2.29 427 | 8.09 308 | 4.63 254 | 0.87 116 | 3.48 100 | 0.75 123 | 16.92 368 | 13.98 356 | 13.26 373 | 25.21 484 | 15.46 449 | 7.68 393 | 11.50 340 | 3.71 299 | 0.04 107 | 0.70 412 | 0.00 1 | 0.00 1 | 0.48 418 | 1.02 298 |
|
| aanet-new-12k |  | 2.60 109 | 1.03 80 | 9.85 389 | 4.64 255 | 0.69 81 | 4.48 163 | 1.69 259 | 9.07 173 | 3.43 108 | 3.00 151 | 1.50 55 | 1.74 109 | 4.48 249 | 3.49 36 | 1.56 124 | 0.02 46 | 0.24 267 | 0.08 412 | 0.01 153 | 0.14 193 | 0.81 215 |
|
| monsterstereo |  | 2.74 122 | 1.26 142 | 5.23 133 | 4.64 255 | 4.44 497 | 1.81 26 | 0.08 33 | 6.52 73 | 5.70 179 | 3.84 184 | 7.47 233 | 0.27 8 | 0.37 22 | 9.33 247 | 1.51 122 | 0.05 147 | 1.11 569 | 0.00 1 | 0.35 520 | 0.03 33 | 0.75 206 |
|
| NLSM1 |  | 5.13 276 | 1.43 189 | 6.34 202 | 4.67 257 | 5.73 574 | 13.35 479 | 1.37 180 | 15.17 326 | 10.96 313 | 5.43 242 | 10.97 297 | 4.39 210 | 4.65 264 | 11.31 323 | 5.75 394 | 0.01 10 | 0.05 117 | 0.01 264 | 0.00 1 | 0.11 165 | 0.92 249 |
|
| zero-FE |  | 3.32 167 | 1.18 119 | 5.60 150 | 4.69 258 | 4.43 496 | 3.21 82 | 1.46 198 | 6.93 97 | 2.47 42 | 1.50 49 | 2.64 85 | 1.71 105 | 4.81 271 | 6.47 134 | 3.42 284 | 0.59 509 | 0.90 475 | 0.00 1 | 0.28 472 | 13.31 709 | 0.77 209 |
|
| RAFT-Stereo-weight |  | 5.42 285 | 1.21 127 | 6.22 186 | 4.69 258 | 1.28 191 | 6.18 320 | 1.58 224 | 18.42 397 | 18.47 428 | 11.35 335 | 10.27 277 | 11.93 381 | 1.65 110 | 9.59 260 | 3.83 307 | 0.10 275 | 0.60 387 | 0.00 1 | 0.00 1 | 0.16 218 | 0.89 239 |
|
| H2IRNET |  | 6.11 335 | 1.63 229 | 7.52 281 | 4.69 258 | 2.30 342 | 4.07 132 | 0.71 117 | 12.58 259 | 13.88 354 | 7.18 273 | 20.80 428 | 15.50 450 | 10.48 449 | 10.72 295 | 8.26 458 | 0.19 361 | 0.00 1 | 0.07 404 | 0.52 584 | 0.52 436 | 0.55 148 |
|
| MIM_Stereo |  | 7.37 398 | 2.06 360 | 12.02 490 | 4.71 261 | 1.69 262 | 5.17 235 | 1.28 171 | 19.54 420 | 13.09 340 | 16.93 459 | 28.48 522 | 13.05 411 | 5.43 304 | 13.25 442 | 7.41 441 | 0.02 46 | 0.62 394 | 0.00 1 | 0.01 153 | 0.45 406 | 2.09 534 |
|
| CREStereo++_RVC |  | 4.83 261 | 1.16 110 | 4.67 96 | 4.71 261 | 2.02 308 | 4.01 127 | 0.11 47 | 9.48 190 | 18.00 419 | 8.87 301 | 16.74 366 | 4.43 212 | 2.15 138 | 6.09 122 | 3.39 281 | 0.07 219 | 0.00 1 | 0.00 1 | 10.51 724 | 0.05 76 | 0.12 36 |
| 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 |
| Weightmod_eth |  | 5.29 278 | 2.07 364 | 6.23 188 | 4.72 263 | 5.10 537 | 9.09 401 | 2.67 356 | 14.59 318 | 7.41 228 | 8.19 286 | 8.88 250 | 9.15 330 | 8.39 408 | 10.08 276 | 2.03 169 | 5.15 687 | 0.37 309 | 0.00 1 | 0.00 1 | 0.60 471 | 1.15 333 |
|
| UGAM-zero |  | 7.48 399 | 1.91 315 | 14.55 537 | 4.78 264 | 2.00 307 | 6.34 329 | 1.02 146 | 18.99 406 | 8.70 273 | 14.93 407 | 15.74 351 | 24.94 581 | 13.86 528 | 13.13 435 | 5.05 364 | 0.04 107 | 0.96 488 | 0.02 309 | 1.08 639 | 0.18 234 | 1.46 400 |
|
| DIP-Stereo |  | 6.99 381 | 2.37 452 | 11.45 464 | 4.78 264 | 1.70 264 | 13.13 473 | 1.47 200 | 15.76 338 | 7.43 229 | 14.57 401 | 26.61 502 | 10.76 358 | 5.10 289 | 14.97 499 | 8.10 455 | 0.06 187 | 0.06 146 | 0.06 383 | 0.00 1 | 0.17 226 | 1.22 350 |
| Zihua Zheng, Ni Nie, Zhi Ling, Pengfei Xiong, Jiangyu Liu, Hao Wang, Jiankun Li: DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow. cvpr2022 |
| depthmonostereo |  | 4.46 250 | 2.22 411 | 7.17 259 | 4.79 266 | 1.32 195 | 7.84 382 | 1.36 179 | 15.70 337 | 12.86 339 | 5.04 225 | 7.89 245 | 5.04 229 | 6.26 342 | 6.95 142 | 3.25 273 | 0.07 219 | 0.23 260 | 0.12 462 | 0.07 283 | 0.08 121 | 1.06 307 |
|
| Gwc-CoAtRS |  | 5.80 305 | 1.37 171 | 9.07 341 | 4.80 267 | 1.39 204 | 6.90 354 | 1.27 169 | 16.50 355 | 15.48 378 | 13.07 370 | 13.35 328 | 12.64 394 | 5.61 316 | 9.14 237 | 4.20 326 | 0.04 107 | 0.32 295 | 0.00 1 | 0.29 480 | 0.30 312 | 0.33 83 |
|
| Zero-FE251 |  | 3.09 151 | 1.71 248 | 6.29 196 | 4.81 268 | 2.16 328 | 7.18 360 | 0.73 120 | 8.50 151 | 3.56 113 | 5.39 239 | 2.58 84 | 5.37 240 | 4.09 223 | 4.80 83 | 1.73 140 | 0.49 480 | 0.81 442 | 0.05 366 | 0.03 216 | 0.03 33 | 1.45 397 |
|
| CFNet-RSSM |  | 5.78 303 | 1.24 138 | 9.20 356 | 4.82 269 | 1.23 176 | 6.33 327 | 1.21 162 | 17.35 377 | 18.14 421 | 13.35 376 | 11.17 300 | 11.69 371 | 5.43 304 | 9.71 264 | 3.34 278 | 0.03 86 | 0.20 247 | 0.00 1 | 0.36 527 | 0.37 358 | 0.42 114 |
|
| RCA-Stereo |  | 5.58 290 | 1.26 142 | 6.71 232 | 4.85 270 | 0.80 105 | 5.51 259 | 3.97 416 | 17.56 383 | 19.40 443 | 8.45 290 | 14.11 333 | 8.73 323 | 8.70 417 | 6.88 140 | 2.77 241 | 0.05 147 | 0.98 497 | 0.11 457 | 0.00 1 | 0.14 193 | 0.61 165 |
|
| GEAStereo |  | 2.49 98 | 1.24 138 | 4.35 74 | 4.86 271 | 1.65 255 | 4.29 141 | 1.45 193 | 9.09 175 | 4.32 142 | 2.74 139 | 2.76 93 | 1.20 75 | 2.22 141 | 3.97 53 | 1.97 158 | 0.07 219 | 1.09 556 | 0.05 366 | 0.00 1 | 0.25 269 | 2.16 547 |
|
| gasm-f |  | 2.98 141 | 1.42 181 | 4.98 118 | 4.86 271 | 1.58 239 | 4.40 156 | 2.46 343 | 9.09 175 | 4.32 142 | 2.74 139 | 5.99 208 | 1.20 75 | 3.99 217 | 6.65 136 | 2.16 182 | 0.07 219 | 1.09 556 | 0.05 366 | 0.00 1 | 0.30 312 | 2.16 547 |
|
| DEmStereo |  | 9.07 462 | 1.70 247 | 10.89 446 | 4.86 271 | 1.23 176 | 11.51 444 | 5.70 474 | 14.24 302 | 27.02 535 | 22.33 577 | 32.56 588 | 11.70 372 | 15.04 547 | 11.83 354 | 8.53 466 | 0.31 415 | 0.16 232 | 0.02 309 | 0.09 303 | 0.11 165 | 1.47 404 |
|
| LoS_RVC |  | 4.09 228 | 3.01 513 | 4.81 103 | 4.88 274 | 7.78 645 | 5.24 241 | 2.80 367 | 7.57 123 | 4.24 141 | 4.41 199 | 10.34 279 | 3.62 189 | 6.34 346 | 6.59 135 | 2.37 201 | 0.04 107 | 0.03 76 | 0.00 1 | 0.01 153 | 0.06 89 | 7.70 681 |
|
| test-3 |  | 5.64 294 | 1.29 153 | 9.52 375 | 4.88 274 | 1.45 211 | 6.53 342 | 2.92 372 | 13.64 290 | 19.04 439 | 12.75 361 | 8.67 248 | 13.01 409 | 4.10 224 | 9.39 252 | 2.58 217 | 0.01 10 | 1.09 556 | 0.00 1 | 0.37 532 | 0.28 298 | 1.25 356 |
|
| DF |  | 3.81 208 | 1.42 181 | 7.60 285 | 4.89 276 | 1.40 205 | 4.85 205 | 1.65 238 | 8.59 157 | 5.11 165 | 4.46 203 | 9.51 264 | 10.18 349 | 1.47 101 | 10.09 277 | 3.22 271 | 0.03 86 | 0.92 479 | 0.00 1 | 0.32 501 | 0.07 103 | 0.50 139 |
|
| SMFormer |  | 11.03 527 | 1.90 310 | 14.85 541 | 4.89 276 | 1.48 221 | 14.92 506 | 3.21 386 | 31.03 578 | 30.74 566 | 20.28 532 | 29.37 532 | 18.33 500 | 14.54 536 | 16.56 530 | 14.46 560 | 0.41 454 | 1.20 597 | 0.28 544 | 0.24 430 | 0.45 406 | 1.47 404 |
|
| tta |  | 11.03 527 | 1.90 310 | 14.85 541 | 4.89 276 | 1.48 221 | 14.92 506 | 3.21 386 | 31.03 578 | 30.73 565 | 20.28 532 | 29.37 532 | 18.33 500 | 14.54 536 | 16.56 530 | 14.46 560 | 0.41 454 | 1.20 597 | 0.28 544 | 0.24 430 | 0.39 375 | 1.60 425 |
|
| qqq1 |  | 10.51 513 | 1.90 310 | 14.85 541 | 4.89 276 | 1.48 221 | 14.92 506 | 3.21 386 | 31.03 578 | 30.74 566 | 20.28 532 | 29.37 532 | 18.33 500 | 14.54 536 | 16.56 530 | 4.42 341 | 0.41 454 | 1.20 597 | 0.00 1 | 0.14 344 | 0.39 375 | 1.60 425 |
|
| fff1 |  | 10.51 513 | 1.90 310 | 14.85 541 | 4.89 276 | 1.48 221 | 14.92 506 | 3.21 386 | 31.03 578 | 30.74 566 | 20.28 532 | 29.37 532 | 18.33 500 | 14.54 536 | 16.56 530 | 4.42 341 | 0.41 454 | 1.20 597 | 0.00 1 | 0.14 344 | 0.39 375 | 1.60 425 |
|
| test_1 |  | 5.63 293 | 1.29 153 | 9.52 375 | 4.90 281 | 1.45 211 | 6.51 341 | 2.93 374 | 13.65 292 | 19.05 440 | 12.58 349 | 8.67 248 | 13.02 410 | 4.07 222 | 9.39 252 | 2.58 217 | 0.01 10 | 1.09 556 | 0.00 1 | 0.38 542 | 0.28 298 | 1.26 358 |
|
| RAFT-Test |  | 6.19 339 | 1.47 194 | 7.90 302 | 4.91 282 | 2.70 373 | 9.97 406 | 1.52 214 | 17.08 370 | 9.06 281 | 13.21 372 | 23.67 469 | 12.89 406 | 4.63 262 | 9.47 256 | 3.57 293 | 0.02 46 | 0.81 442 | 0.00 1 | 0.38 542 | 0.21 248 | 0.39 105 |
|
| IPLGR |  | 7.48 399 | 1.61 222 | 14.03 529 | 4.92 283 | 1.30 194 | 10.30 416 | 1.20 160 | 24.52 493 | 22.59 479 | 16.71 455 | 18.84 394 | 8.44 319 | 7.49 386 | 9.62 261 | 6.34 420 | 0.26 399 | 0.05 117 | 0.05 366 | 0.06 270 | 0.37 358 | 0.93 256 |
|
| IER |  | 10.32 507 | 2.06 360 | 11.88 485 | 4.95 284 | 5.34 551 | 13.34 478 | 6.11 491 | 27.47 532 | 23.59 492 | 20.37 540 | 30.03 544 | 16.50 467 | 20.42 623 | 14.24 470 | 8.81 471 | 0.16 330 | 0.03 76 | 0.18 501 | 0.10 312 | 0.27 292 | 0.56 151 |
|
| GSStereo |  | 2.68 118 | 1.24 138 | 4.35 74 | 4.97 285 | 1.65 255 | 4.29 141 | 1.45 193 | 9.98 201 | 5.42 174 | 3.09 156 | 2.76 93 | 1.86 121 | 2.22 141 | 3.97 53 | 1.97 158 | 0.06 187 | 1.02 537 | 0.00 1 | 0.86 616 | 0.25 269 | 2.14 543 |
|
| MSCF |  | 3.53 192 | 2.33 440 | 6.43 210 | 4.97 285 | 1.76 277 | 5.30 248 | 1.43 188 | 9.49 191 | 5.37 172 | 5.50 244 | 6.46 217 | 1.79 115 | 6.92 375 | 6.16 123 | 1.85 148 | 0.11 284 | 1.01 527 | 0.00 1 | 1.07 637 | 0.27 292 | 2.30 565 |
|
| Any-RAFT |  | 6.28 341 | 1.42 181 | 4.91 111 | 5.00 287 | 1.25 183 | 10.18 412 | 1.90 302 | 22.68 467 | 15.87 383 | 12.12 342 | 19.23 399 | 13.69 422 | 4.65 264 | 9.35 248 | 2.36 200 | 0.06 187 | 0.57 376 | 0.00 1 | 0.00 1 | 0.05 76 | 0.35 88 |
|
| riskmin |  | 7.28 394 | 1.54 214 | 8.37 319 | 5.01 288 | 3.24 418 | 11.65 445 | 3.20 383 | 16.61 361 | 18.86 437 | 10.45 317 | 13.46 329 | 16.20 463 | 12.68 501 | 12.46 397 | 6.57 427 | 0.17 337 | 1.38 631 | 0.14 478 | 0.33 511 | 0.67 495 | 2.52 589 |
|
| qqq |  | 7.72 414 | 2.15 392 | 10.06 397 | 5.01 288 | 1.82 286 | 8.62 392 | 7.27 533 | 21.10 448 | 13.53 349 | 12.48 347 | 18.71 393 | 16.17 461 | 12.10 487 | 12.08 367 | 9.26 485 | 0.08 244 | 1.35 627 | 0.02 309 | 0.36 527 | 0.36 352 | 1.93 483 |
|
| AnonStereo |  | 5.03 272 | 1.50 207 | 7.59 284 | 5.03 290 | 3.60 438 | 4.66 182 | 1.75 277 | 16.60 360 | 10.25 301 | 8.54 293 | 6.06 210 | 12.06 384 | 4.89 277 | 10.99 302 | 2.48 211 | 0.04 107 | 1.38 631 | 0.04 354 | 0.15 354 | 0.95 544 | 2.13 542 |
|
| GCAP-Stereo-cres-4k |  | 3.00 142 | 1.28 148 | 6.32 198 | 5.04 291 | 2.94 398 | 9.00 398 | 1.69 259 | 8.10 137 | 4.63 150 | 2.27 109 | 5.15 179 | 2.30 146 | 5.01 286 | 3.99 56 | 1.47 119 | 0.01 10 | 0.13 217 | 0.00 1 | 0.02 198 | 0.09 137 | 0.61 165 |
|
| AIO-Stereo |   | 3.32 167 | 1.49 204 | 5.67 152 | 5.06 292 | 1.51 233 | 4.67 185 | 1.71 268 | 10.31 208 | 5.90 197 | 3.02 154 | 4.90 168 | 5.32 238 | 0.80 54 | 10.66 291 | 1.88 152 | 0.06 187 | 0.85 460 | 0.00 1 | 0.70 606 | 0.14 193 | 1.78 452 |
|
| RSM |  | 3.39 174 | 1.22 133 | 5.46 144 | 5.06 292 | 1.60 242 | 4.70 188 | 1.76 281 | 10.72 222 | 4.92 159 | 3.67 177 | 4.52 146 | 7.70 303 | 1.74 117 | 11.04 304 | 2.06 173 | 0.05 147 | 0.18 239 | 0.00 1 | 0.35 520 | 0.19 238 | 0.92 249 |
|
| iRaft-Stereo_20w |  | 6.75 363 | 2.17 401 | 13.20 517 | 5.07 294 | 2.34 347 | 7.43 369 | 2.61 353 | 20.20 433 | 7.85 246 | 15.28 413 | 10.36 280 | 14.42 432 | 8.13 402 | 16.81 537 | 4.20 326 | 0.06 187 | 0.84 453 | 0.13 470 | 0.83 612 | 0.66 492 | 2.42 578 |
|
| SE |  | 5.04 273 | 2.29 427 | 6.85 242 | 5.08 295 | 1.17 163 | 9.80 405 | 4.72 446 | 13.51 287 | 11.32 316 | 10.57 321 | 12.76 321 | 4.87 226 | 5.86 328 | 4.54 69 | 2.18 183 | 2.94 659 | 0.07 161 | 0.27 536 | 0.42 559 | 0.45 406 | 1.12 330 |
|
| x |  | 7.70 412 | 2.12 379 | 8.93 336 | 5.08 295 | 2.55 363 | 11.65 445 | 4.40 431 | 20.91 445 | 12.53 331 | 13.58 383 | 20.49 422 | 15.73 456 | 11.10 458 | 10.65 290 | 10.16 502 | 0.11 284 | 1.37 629 | 0.04 354 | 0.29 480 | 0.34 334 | 1.95 492 |
|
| FLISNet |  | 8.56 441 | 2.44 464 | 7.70 287 | 5.09 297 | 5.21 544 | 4.06 128 | 0.49 95 | 19.26 413 | 9.96 296 | 25.77 615 | 27.88 512 | 20.72 530 | 12.22 491 | 18.06 564 | 11.58 529 | 0.05 147 | 0.11 206 | 0.00 1 | 0.10 312 | 0.16 218 | 0.31 78 |
|
| CoSv |  | 8.56 441 | 2.44 464 | 7.70 287 | 5.09 297 | 5.21 544 | 4.06 128 | 0.49 95 | 19.26 413 | 9.96 296 | 25.77 615 | 27.88 512 | 20.72 530 | 12.22 491 | 18.06 564 | 11.58 529 | 0.05 147 | 0.11 206 | 0.00 1 | 0.10 312 | 0.16 218 | 0.31 78 |
|
| GCAP-Stereo |  | 4.26 240 | 2.26 423 | 8.78 329 | 5.09 297 | 1.45 211 | 5.66 277 | 1.08 148 | 13.30 281 | 8.20 257 | 8.93 304 | 10.09 274 | 6.61 275 | 3.52 197 | 5.14 96 | 3.20 268 | 0.02 46 | 1.13 573 | 0.06 383 | 0.00 1 | 0.32 319 | 0.39 105 |
|
| CFNet_pseudo |  | 9.92 484 | 2.21 408 | 11.76 478 | 5.09 297 | 2.93 397 | 14.43 496 | 3.12 379 | 27.16 526 | 32.52 586 | 17.58 480 | 22.81 462 | 21.97 546 | 9.29 430 | 13.06 431 | 8.34 461 | 0.23 382 | 0.46 338 | 1.23 638 | 0.27 466 | 2.89 621 | 0.99 285 |
|
| DDF-Stereo |  | 3.46 183 | 1.20 126 | 5.41 141 | 5.11 301 | 4.42 495 | 3.37 93 | 1.47 200 | 6.01 45 | 2.40 40 | 1.25 28 | 2.68 86 | 1.67 104 | 4.52 251 | 8.23 203 | 3.48 286 | 0.58 503 | 0.92 479 | 0.00 1 | 0.29 480 | 15.46 715 | 0.74 202 |
|
| ccs_rob |  | 9.95 485 | 2.21 408 | 11.74 477 | 5.11 301 | 2.91 393 | 14.48 498 | 3.21 386 | 27.26 528 | 32.72 590 | 17.53 476 | 22.70 458 | 21.96 545 | 9.25 429 | 12.99 420 | 8.34 461 | 0.23 382 | 0.45 335 | 1.38 643 | 0.28 472 | 3.13 629 | 1.07 310 |
|
| G2L-Stereo_test |  | 11.01 526 | 2.34 443 | 9.34 363 | 5.12 303 | 4.31 489 | 12.30 456 | 13.21 636 | 33.14 615 | 23.33 489 | 23.77 595 | 25.10 482 | 21.80 543 | 13.91 530 | 16.39 523 | 14.37 558 | 0.09 258 | 0.06 146 | 0.01 264 | 0.02 198 | 0.38 370 | 1.16 337 |
|
| FE-Mocha |  | 4.97 269 | 2.28 425 | 10.93 449 | 5.13 304 | 2.55 363 | 4.77 198 | 0.79 126 | 14.50 314 | 5.84 193 | 13.74 387 | 11.07 298 | 12.61 393 | 3.39 191 | 6.44 133 | 2.76 235 | 0.10 275 | 1.00 521 | 0.15 483 | 0.39 554 | 0.14 193 | 0.93 256 |
|
| 999 |  | 3.74 203 | 1.55 216 | 5.72 154 | 5.15 305 | 2.42 351 | 7.40 367 | 2.13 317 | 10.76 223 | 7.33 227 | 3.20 162 | 5.04 174 | 5.01 228 | 2.26 148 | 12.45 395 | 3.06 260 | 0.06 187 | 0.24 267 | 0.00 1 | 0.00 1 | 0.37 358 | 0.66 175 |
|
| RSM++ |  | 3.35 171 | 1.29 153 | 5.82 155 | 5.16 306 | 1.00 140 | 4.93 219 | 2.54 348 | 10.70 221 | 5.17 166 | 3.45 171 | 4.81 159 | 6.63 276 | 1.86 128 | 10.23 281 | 2.06 173 | 0.05 147 | 0.06 146 | 0.01 264 | 0.18 384 | 0.19 238 | 0.95 269 |
|
| DN |  | 4.32 245 | 1.32 162 | 5.99 170 | 5.19 307 | 4.22 480 | 6.44 337 | 0.70 116 | 12.53 257 | 11.81 325 | 4.39 198 | 6.17 211 | 9.92 346 | 2.23 145 | 7.88 183 | 2.94 250 | 0.30 414 | 0.88 467 | 0.32 556 | 0.32 501 | 0.33 327 | 2.47 584 |
|
| CrosDoStereo |  | 9.41 468 | 1.65 235 | 8.83 331 | 5.19 307 | 1.13 157 | 7.34 364 | 14.47 646 | 16.33 350 | 24.64 505 | 24.44 601 | 33.36 598 | 13.18 412 | 13.52 515 | 12.56 403 | 9.08 477 | 0.06 187 | 0.11 206 | 0.09 423 | 0.04 237 | 0.41 384 | 1.73 444 |
|
| DeepStereo_LL |  | 9.41 468 | 1.65 235 | 8.83 331 | 5.19 307 | 1.13 157 | 7.34 364 | 14.47 646 | 16.33 350 | 24.64 505 | 24.44 601 | 33.36 598 | 13.18 412 | 13.52 515 | 12.56 403 | 9.08 477 | 0.06 187 | 0.11 206 | 0.09 423 | 0.04 237 | 0.41 384 | 1.73 444 |
|
| S0 |  | 6.47 351 | 1.94 322 | 7.20 261 | 5.20 310 | 3.43 431 | 18.99 586 | 13.34 637 | 14.21 301 | 7.82 242 | 11.96 340 | 13.34 327 | 8.45 320 | 5.81 323 | 9.25 243 | 3.04 256 | 2.42 651 | 0.29 287 | 0.15 483 | 0.22 408 | 0.51 433 | 1.84 462 |
|
| IGEV-RUCA |  | 3.15 157 | 1.28 148 | 5.12 130 | 5.23 311 | 2.34 347 | 6.02 305 | 1.75 277 | 7.71 130 | 5.31 168 | 2.77 141 | 4.98 172 | 4.01 199 | 2.39 156 | 10.02 273 | 1.73 140 | 0.17 337 | 0.26 275 | 0.21 515 | 0.29 480 | 0.74 510 | 0.58 161 |
|
| SMOE |  | 6.44 346 | 1.85 296 | 7.88 300 | 5.24 312 | 1.36 197 | 14.51 499 | 6.59 507 | 18.47 398 | 12.01 327 | 12.39 346 | 14.90 343 | 9.78 343 | 7.37 385 | 6.98 143 | 3.73 302 | 0.45 470 | 0.02 56 | 2.34 662 | 0.17 370 | 0.53 438 | 2.23 553 |
|
| anonymousa |  | 9.61 478 | 2.06 360 | 9.20 356 | 5.24 312 | 6.67 618 | 15.03 514 | 4.18 423 | 19.08 407 | 21.43 461 | 19.03 515 | 30.96 560 | 21.49 540 | 14.23 535 | 11.12 314 | 8.61 469 | 0.08 244 | 1.24 609 | 0.29 549 | 0.69 604 | 0.18 234 | 1.48 407 |
|
| anonymousdsp2 |  | 6.47 351 | 1.81 281 | 9.73 383 | 5.25 314 | 1.23 176 | 9.35 404 | 3.96 414 | 22.51 463 | 18.39 423 | 12.87 365 | 10.19 275 | 10.17 348 | 4.46 246 | 11.77 350 | 3.83 307 | 0.06 187 | 1.00 521 | 0.31 554 | 0.18 384 | 0.25 269 | 2.06 525 |
|
| GASTEREO |  | 3.69 198 | 2.44 464 | 6.32 198 | 5.26 315 | 1.76 277 | 5.46 256 | 1.44 191 | 9.55 192 | 5.71 180 | 5.61 245 | 6.96 224 | 1.61 99 | 6.99 377 | 8.15 193 | 1.89 154 | 0.10 275 | 1.01 527 | 0.00 1 | 1.07 637 | 0.17 226 | 2.30 565 |
|
| quiztm |  | 4.63 256 | 2.15 392 | 6.38 203 | 5.29 316 | 5.50 561 | 4.50 164 | 2.74 364 | 13.95 299 | 9.59 289 | 8.64 294 | 11.41 303 | 6.66 278 | 2.53 161 | 7.58 171 | 3.04 256 | 1.01 592 | 0.17 236 | 0.00 1 | 0.18 384 | 0.46 413 | 0.86 227 |
|
| CBFPSM |  | 12.96 576 | 3.37 536 | 30.97 663 | 5.30 317 | 3.22 417 | 22.79 617 | 16.93 668 | 21.82 456 | 21.35 459 | 21.93 571 | 28.34 520 | 29.99 616 | 17.38 586 | 15.32 506 | 16.39 577 | 0.11 284 | 0.48 343 | 0.10 436 | 0.17 370 | 0.58 458 | 2.72 598 |
|
| HITNet |  | 8.41 435 | 3.59 550 | 9.91 392 | 5.30 317 | 1.52 234 | 13.35 479 | 4.48 433 | 22.00 458 | 16.06 389 | 15.52 422 | 22.95 463 | 15.28 448 | 11.74 478 | 14.91 498 | 9.25 484 | 0.10 275 | 0.01 21 | 0.48 574 | 0.06 270 | 0.58 458 | 1.04 302 |
| 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 |
| MIPNet |  | 7.26 389 | 2.30 432 | 13.74 523 | 5.32 319 | 1.61 245 | 11.32 440 | 2.77 366 | 27.02 525 | 18.47 428 | 15.56 424 | 13.20 325 | 7.01 282 | 9.46 432 | 8.84 217 | 6.32 418 | 0.15 325 | 0.03 76 | 0.06 383 | 0.08 295 | 0.42 393 | 1.39 383 |
|
| AIO-Stereo-zeroshot |   | 7.75 416 | 3.47 541 | 14.99 547 | 5.34 320 | 7.99 649 | 7.13 359 | 0.96 141 | 23.20 476 | 10.00 298 | 11.29 333 | 17.31 370 | 18.44 506 | 9.03 425 | 13.19 437 | 5.77 396 | 0.06 187 | 1.01 527 | 0.12 462 | 1.51 656 | 1.49 579 | 2.74 599 |
|
| 4D-IteraStereo |  | 5.47 287 | 2.05 357 | 8.66 325 | 5.34 320 | 4.93 527 | 6.11 309 | 1.79 284 | 13.74 295 | 16.35 397 | 14.53 400 | 11.10 299 | 8.22 314 | 1.59 105 | 8.73 213 | 3.37 279 | 0.00 1 | 0.49 346 | 0.09 423 | 0.02 198 | 0.25 269 | 1.98 496 |
|
| PCWNet_CMD |  | 9.97 489 | 2.08 366 | 11.61 474 | 5.36 322 | 2.92 394 | 16.39 546 | 2.94 375 | 29.76 564 | 34.38 604 | 17.83 483 | 21.86 445 | 18.91 514 | 8.27 405 | 13.01 422 | 7.73 445 | 0.23 382 | 0.46 338 | 0.79 602 | 0.25 445 | 3.46 639 | 1.12 330 |
|
| THIR-Stereo |  | 9.52 473 | 2.21 408 | 9.26 359 | 5.38 323 | 0.85 112 | 15.55 521 | 11.50 617 | 16.88 367 | 21.74 469 | 24.45 603 | 31.96 576 | 14.20 426 | 13.85 527 | 11.89 358 | 8.54 467 | 0.14 314 | 0.25 274 | 0.10 436 | 0.05 256 | 0.40 380 | 1.11 324 |
|
| MSMDNet |  | 9.96 486 | 2.08 366 | 11.66 476 | 5.39 324 | 2.92 394 | 16.50 550 | 2.89 370 | 29.73 563 | 34.55 607 | 17.86 486 | 21.91 447 | 18.86 513 | 8.36 407 | 13.06 431 | 7.74 446 | 0.24 387 | 0.47 341 | 0.66 594 | 0.24 430 | 3.07 625 | 1.04 302 |
|
| tg |  | 5.41 283 | 2.04 351 | 7.70 287 | 5.40 325 | 1.27 187 | 7.45 370 | 0.49 95 | 18.97 405 | 13.10 341 | 9.51 310 | 14.60 336 | 7.15 286 | 4.05 220 | 10.89 300 | 2.99 253 | 0.02 46 | 0.70 412 | 0.00 1 | 0.00 1 | 0.55 449 | 1.42 392 |
|
| RAFT-RH_RVC |  | 7.88 420 | 1.51 211 | 7.72 290 | 5.41 326 | 0.96 135 | 11.41 443 | 1.48 205 | 13.43 285 | 15.04 372 | 17.54 477 | 45.66 688 | 10.86 359 | 6.42 352 | 13.48 448 | 5.26 374 | 0.81 555 | 0.04 94 | 0.12 462 | 0.13 330 | 0.12 174 | 0.17 49 |
|
| STrans-v2 |  | 8.16 430 | 2.09 368 | 9.79 385 | 5.44 327 | 1.53 235 | 11.87 450 | 9.69 583 | 19.77 424 | 13.20 346 | 14.01 392 | 25.80 489 | 17.88 496 | 12.55 498 | 13.30 445 | 4.39 340 | 0.06 187 | 0.01 21 | 0.18 501 | 0.01 153 | 0.25 269 | 1.31 368 |
|
| plain |  | 4.41 249 | 2.18 404 | 11.50 467 | 5.46 328 | 2.97 402 | 3.20 81 | 1.38 181 | 9.01 172 | 5.96 199 | 3.56 173 | 16.63 364 | 3.01 169 | 2.76 170 | 14.80 495 | 4.25 332 | 0.32 419 | 0.00 1 | 0.04 354 | 0.01 153 | 0.79 521 | 0.43 118 |
|
| MIF-Stereo (partial) |  | 4.55 253 | 1.63 229 | 8.37 319 | 5.46 328 | 5.35 552 | 3.48 100 | 0.94 138 | 9.80 193 | 8.03 250 | 4.45 202 | 15.68 350 | 5.33 239 | 5.11 290 | 11.92 360 | 4.57 348 | 0.06 187 | 0.02 56 | 0.06 383 | 0.03 216 | 0.45 406 | 0.30 76 |
|
| HART |  | 4.24 238 | 2.13 386 | 6.15 181 | 5.53 330 | 1.40 205 | 4.32 148 | 0.74 121 | 13.35 282 | 5.92 198 | 6.13 255 | 12.75 320 | 6.81 280 | 1.70 114 | 11.14 315 | 2.42 207 | 0.03 86 | 1.48 648 | 0.10 436 | 0.00 1 | 0.55 449 | 2.26 557 |
|
| test_sample2 |  | 8.68 447 | 1.84 293 | 9.64 380 | 5.53 330 | 2.43 353 | 13.92 488 | 8.00 550 | 21.09 447 | 16.82 410 | 14.92 405 | 22.73 459 | 19.44 520 | 13.75 523 | 12.99 420 | 6.85 431 | 0.15 325 | 1.15 580 | 0.07 404 | 0.20 398 | 0.35 340 | 1.78 452 |
|
| test_sample1 |  | 8.49 438 | 1.83 291 | 10.60 432 | 5.53 330 | 2.95 400 | 15.17 515 | 4.51 435 | 20.73 441 | 11.47 320 | 14.78 404 | 22.80 461 | 19.06 517 | 13.86 528 | 12.52 401 | 10.17 503 | 0.14 314 | 1.20 597 | 0.02 309 | 0.19 393 | 0.28 298 | 1.93 483 |
|
| iRaftStereo_RVC |  | 5.06 274 | 2.15 392 | 7.88 300 | 5.54 333 | 0.78 100 | 5.22 240 | 0.45 93 | 18.47 398 | 11.75 324 | 9.72 313 | 15.05 345 | 5.74 252 | 3.18 185 | 9.29 245 | 2.52 214 | 0.02 46 | 1.24 609 | 0.00 1 | 0.01 153 | 0.58 458 | 1.62 429 |
|
| LG-Stereo_Zeroshot |  | 3.06 149 | 1.06 89 | 6.40 208 | 5.55 334 | 1.90 294 | 3.79 115 | 0.82 129 | 7.92 134 | 3.70 122 | 4.01 187 | 10.87 296 | 2.27 144 | 5.15 292 | 3.49 36 | 2.09 176 | 0.19 361 | 0.64 397 | 0.00 1 | 0.35 520 | 0.42 393 | 0.58 161 |
|
| CFNet_ucs |  | 10.56 518 | 2.15 392 | 12.88 507 | 5.55 334 | 4.11 473 | 15.24 517 | 3.93 413 | 28.55 545 | 32.41 584 | 18.70 505 | 24.95 481 | 22.99 555 | 9.66 438 | 14.22 469 | 8.13 456 | 0.29 411 | 0.84 453 | 1.63 648 | 0.23 420 | 3.43 638 | 1.31 368 |
|
| psmg |  | 10.36 509 | 1.86 297 | 9.14 351 | 5.58 336 | 4.12 475 | 15.74 528 | 7.65 543 | 30.05 569 | 23.28 485 | 21.80 569 | 26.26 495 | 22.14 548 | 13.58 519 | 14.72 488 | 9.53 494 | 0.36 434 | 0.13 217 | 0.17 496 | 0.04 237 | 0.44 400 | 0.67 176 |
|
| GMStereo |   | 6.44 346 | 4.92 584 | 12.13 493 | 5.60 337 | 0.87 116 | 9.18 403 | 2.57 352 | 12.99 264 | 25.54 519 | 12.85 363 | 11.84 308 | 5.60 246 | 3.62 202 | 11.92 360 | 6.44 424 | 0.53 490 | 0.02 56 | 0.05 366 | 0.36 527 | 0.98 546 | 0.70 191 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| AEACV |  | 3.74 203 | 1.42 181 | 6.45 213 | 5.61 338 | 6.24 605 | 4.69 186 | 1.54 217 | 7.61 125 | 7.19 222 | 3.59 175 | 7.87 243 | 4.20 204 | 6.43 353 | 6.07 121 | 1.96 157 | 0.03 86 | 1.03 544 | 0.04 354 | 0.54 588 | 0.23 258 | 2.12 539 |
|
| DMCA |  | 8.96 459 | 2.60 483 | 11.84 483 | 5.61 338 | 4.25 483 | 11.09 437 | 4.36 430 | 25.89 504 | 20.23 450 | 17.10 466 | 20.96 429 | 17.55 488 | 11.92 485 | 11.47 333 | 12.27 540 | 0.60 513 | 0.09 184 | 0.35 560 | 0.05 256 | 0.48 418 | 0.57 158 |
|
| 11t1 |  | 6.61 357 | 1.76 266 | 9.64 380 | 5.62 340 | 2.15 326 | 13.57 483 | 2.67 356 | 15.77 339 | 8.83 274 | 13.66 384 | 11.90 311 | 12.03 383 | 9.76 439 | 12.23 378 | 8.58 468 | 0.23 382 | 1.33 623 | 0.00 1 | 0.31 498 | 0.26 283 | 1.95 492 |
|
| CASnet |  | 4.11 229 | 1.27 145 | 5.28 136 | 5.63 341 | 0.31 14 | 4.89 210 | 2.86 369 | 11.52 245 | 11.73 323 | 11.06 332 | 11.80 307 | 4.16 203 | 1.63 108 | 6.30 130 | 2.22 185 | 0.63 521 | 0.00 1 | 0.60 586 | 0.13 330 | 0.15 209 | 0.07 23 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| GIP-stereo |  | 3.09 151 | 1.42 181 | 4.82 106 | 5.64 342 | 4.11 473 | 3.31 89 | 0.74 121 | 9.86 198 | 6.75 216 | 2.44 119 | 5.48 190 | 4.08 201 | 3.14 182 | 5.77 114 | 1.68 136 | 0.14 314 | 0.63 396 | 0.00 1 | 0.00 1 | 0.09 137 | 1.66 436 |
|
| SFCPSM |  | 9.16 466 | 1.72 256 | 12.32 497 | 5.64 342 | 3.51 435 | 16.58 552 | 6.93 521 | 31.11 583 | 26.15 526 | 17.05 465 | 20.08 411 | 11.05 362 | 9.94 441 | 12.55 402 | 6.05 402 | 0.36 434 | 0.17 236 | 0.37 562 | 0.22 408 | 0.40 380 | 1.01 289 |
|
| SCV |  | 3.72 200 | 1.81 281 | 7.24 263 | 5.65 344 | 1.66 257 | 4.31 146 | 1.64 235 | 12.11 253 | 6.98 219 | 2.28 110 | 4.94 170 | 6.07 256 | 2.70 167 | 10.28 284 | 2.30 189 | 0.09 258 | 0.98 497 | 0.00 1 | 0.53 585 | 0.55 449 | 2.27 560 |
|
| rvit_stereo_0081_aga |  | 4.01 223 | 3.10 520 | 10.05 396 | 5.65 344 | 3.01 404 | 4.91 216 | 1.88 297 | 8.80 162 | 7.27 224 | 6.97 266 | 6.94 223 | 5.81 253 | 3.23 186 | 7.63 173 | 3.77 303 | 0.08 244 | 0.00 1 | 0.00 1 | 0.00 1 | 0.62 477 | 0.44 121 |
|
| RAFT-345 |  | 6.94 373 | 1.48 198 | 7.45 277 | 5.65 344 | 0.96 135 | 5.49 258 | 3.20 383 | 13.73 294 | 10.97 314 | 13.81 390 | 42.93 672 | 9.01 328 | 5.31 299 | 13.09 434 | 4.73 353 | 0.58 503 | 0.05 117 | 0.10 436 | 0.06 270 | 0.08 121 | 0.08 27 |
|
| Patchmatch Stereo++ |  | 5.88 315 | 1.97 326 | 10.43 425 | 5.66 347 | 0.45 41 | 5.54 267 | 2.32 333 | 13.26 276 | 7.79 236 | 12.69 354 | 18.14 381 | 12.86 402 | 6.63 363 | 12.36 390 | 5.60 387 | 1.09 603 | 0.09 184 | 0.10 436 | 0.00 1 | 0.25 269 | 0.35 88 |
| 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 |
| PSM-adaLoss |  | 5.83 309 | 1.97 326 | 10.44 427 | 5.66 347 | 0.46 47 | 5.54 267 | 1.91 303 | 13.24 274 | 7.80 240 | 12.69 354 | 18.19 387 | 12.80 398 | 6.65 372 | 11.89 358 | 5.45 382 | 1.02 594 | 0.09 184 | 0.10 436 | 0.00 1 | 0.26 283 | 0.36 94 |
|
| ROB_FTStereo_v2 |  | 5.85 311 | 1.97 326 | 10.38 419 | 5.66 347 | 0.46 47 | 5.52 260 | 1.95 306 | 13.24 274 | 7.78 235 | 12.68 353 | 18.16 383 | 12.83 399 | 6.61 361 | 12.27 379 | 5.63 390 | 1.00 590 | 0.09 184 | 0.10 436 | 0.00 1 | 0.26 283 | 0.36 94 |
|
| HUI-Stereo |  | 5.80 305 | 1.98 333 | 10.42 423 | 5.66 347 | 0.45 41 | 5.52 260 | 2.68 358 | 13.29 280 | 7.82 242 | 12.71 360 | 18.16 383 | 12.91 407 | 6.60 359 | 10.73 296 | 5.36 376 | 0.89 568 | 0.08 173 | 0.10 436 | 0.00 1 | 0.25 269 | 0.36 94 |
|
| iGMRVC |  | 5.86 314 | 1.97 326 | 10.41 422 | 5.66 347 | 0.45 41 | 5.53 264 | 1.75 277 | 13.35 282 | 7.81 241 | 12.69 354 | 18.17 385 | 12.86 402 | 6.53 355 | 12.34 387 | 5.77 396 | 1.13 609 | 0.09 184 | 0.10 436 | 0.00 1 | 0.26 283 | 0.34 86 |
|
| iRAFT |  | 5.88 315 | 1.97 326 | 10.43 425 | 5.66 347 | 0.45 41 | 5.54 267 | 2.32 333 | 13.26 276 | 7.79 236 | 12.69 354 | 18.14 381 | 12.86 402 | 6.63 363 | 12.36 390 | 5.60 387 | 1.09 603 | 0.09 184 | 0.10 436 | 0.00 1 | 0.25 269 | 0.35 88 |
|
| RAFT-IKP |  | 5.85 311 | 1.97 326 | 10.36 416 | 5.66 347 | 0.45 41 | 5.33 250 | 2.01 312 | 13.27 278 | 7.79 236 | 12.69 354 | 18.19 387 | 12.77 397 | 6.67 373 | 12.36 390 | 5.60 387 | 1.11 606 | 0.09 184 | 0.10 436 | 0.00 1 | 0.25 269 | 0.35 88 |
|
| ROB_FTStereo |  | 5.82 307 | 1.97 326 | 10.37 418 | 5.67 354 | 0.46 47 | 5.52 260 | 1.63 233 | 13.27 278 | 7.79 236 | 12.69 354 | 18.06 380 | 12.86 402 | 6.63 363 | 12.28 381 | 5.43 379 | 0.87 567 | 0.09 184 | 0.10 436 | 0.00 1 | 0.26 283 | 0.36 94 |
|
| GMOStereo |  | 6.33 342 | 2.04 351 | 8.28 313 | 5.68 355 | 1.20 170 | 6.11 309 | 2.14 318 | 11.20 234 | 13.15 342 | 18.66 501 | 21.83 441 | 17.35 482 | 6.64 368 | 7.09 150 | 2.78 242 | 0.02 46 | 1.42 639 | 0.13 470 | 0.00 1 | 0.53 438 | 0.37 98 |
|
| error version |  | 6.33 342 | 2.04 351 | 8.28 313 | 5.68 355 | 1.20 170 | 6.11 309 | 2.14 318 | 11.20 234 | 13.15 342 | 18.66 501 | 21.83 441 | 17.35 482 | 6.64 368 | 7.09 150 | 2.78 242 | 0.02 46 | 1.42 639 | 0.13 470 | 0.00 1 | 0.53 438 | 0.37 98 |
|
| test-v |  | 6.33 342 | 2.04 351 | 8.28 313 | 5.68 355 | 1.20 170 | 6.11 309 | 2.14 318 | 11.20 234 | 13.15 342 | 18.66 501 | 21.83 441 | 17.35 482 | 6.64 368 | 7.09 150 | 2.78 242 | 0.02 46 | 1.42 639 | 0.13 470 | 0.00 1 | 0.53 438 | 0.37 98 |
|
| test-2 |  | 6.33 342 | 2.04 351 | 8.28 313 | 5.68 355 | 1.20 170 | 6.11 309 | 2.14 318 | 11.20 234 | 13.15 342 | 18.66 501 | 21.83 441 | 17.35 482 | 6.64 368 | 7.09 150 | 2.78 242 | 0.02 46 | 1.42 639 | 0.13 470 | 0.00 1 | 0.53 438 | 0.37 98 |
|
| monster_256*512 |  | 6.06 332 | 1.89 306 | 6.13 179 | 5.70 359 | 3.35 423 | 5.43 254 | 7.17 526 | 24.92 495 | 14.80 368 | 7.98 285 | 10.76 294 | 12.47 392 | 7.55 388 | 7.51 166 | 4.05 317 | 0.07 219 | 0.00 1 | 0.00 1 | 0.02 198 | 0.45 406 | 0.93 256 |
|
| test_sample4 |  | 9.81 481 | 2.27 424 | 11.39 463 | 5.70 359 | 2.74 374 | 17.40 566 | 5.20 462 | 28.01 539 | 21.50 463 | 18.70 505 | 28.46 521 | 14.96 440 | 12.86 504 | 13.80 463 | 9.68 497 | 0.24 387 | 0.97 492 | 0.06 383 | 0.16 365 | 0.51 433 | 1.48 407 |
|
| test_sample3 |  | 9.46 471 | 2.24 414 | 11.38 462 | 5.72 361 | 2.79 384 | 18.29 579 | 5.20 462 | 27.54 533 | 21.43 461 | 18.03 491 | 21.98 452 | 16.47 466 | 11.22 463 | 13.58 455 | 9.99 501 | 0.24 387 | 0.96 488 | 0.05 366 | 0.17 370 | 0.47 416 | 1.39 383 |
|
| test_xeample |   | 12.39 561 | 2.09 368 | 10.36 416 | 5.73 362 | 3.06 407 | 18.17 578 | 6.27 495 | 31.98 598 | 24.37 502 | 18.78 509 | 33.92 608 | 19.09 518 | 16.00 564 | 14.60 486 | 39.03 712 | 0.19 361 | 1.32 619 | 0.01 264 | 0.33 511 | 0.36 352 | 2.04 520 |
|
| HH |  | 6.00 328 | 2.42 461 | 9.81 386 | 5.74 363 | 1.64 253 | 7.05 356 | 3.48 398 | 17.54 380 | 7.69 232 | 8.73 297 | 12.47 316 | 14.83 438 | 8.86 419 | 13.04 427 | 2.59 220 | 0.04 107 | 1.21 603 | 0.20 512 | 0.05 256 | 0.30 312 | 2.34 569 |
|
| HanStereo |  | 6.00 328 | 2.42 461 | 9.81 386 | 5.74 363 | 1.64 253 | 7.05 356 | 3.48 398 | 17.54 380 | 7.69 232 | 8.73 297 | 12.47 316 | 14.83 438 | 8.86 419 | 13.04 427 | 2.59 220 | 0.04 107 | 1.21 603 | 0.20 512 | 0.05 256 | 0.30 312 | 2.34 569 |
|
| MLCV |  | 9.96 486 | 3.33 533 | 14.77 538 | 5.75 365 | 1.62 250 | 14.91 505 | 1.31 177 | 22.06 459 | 24.83 507 | 22.51 578 | 31.57 570 | 17.20 477 | 8.07 400 | 17.07 543 | 12.11 535 | 0.48 476 | 0.01 21 | 0.05 366 | 0.05 256 | 0.48 418 | 1.10 319 |
|
| DeepStereo_RVC |  | 5.95 322 | 1.88 303 | 10.44 427 | 5.76 366 | 0.60 67 | 5.45 255 | 1.78 283 | 12.93 262 | 8.02 249 | 14.07 394 | 14.98 344 | 12.40 389 | 10.05 443 | 12.02 363 | 7.35 439 | 0.61 515 | 0.10 196 | 0.12 462 | 0.00 1 | 0.21 248 | 0.29 73 |
|
| 1111x |  | 12.31 556 | 2.33 440 | 12.13 493 | 5.79 367 | 2.84 387 | 15.49 520 | 8.70 559 | 36.34 654 | 29.33 555 | 16.58 447 | 27.52 509 | 26.70 599 | 15.76 558 | 17.21 545 | 24.79 642 | 0.26 399 | 1.37 629 | 0.04 354 | 0.42 559 | 0.46 413 | 2.07 527 |
|
| ASMatch |  | 7.61 406 | 1.63 229 | 9.18 354 | 5.79 367 | 2.27 338 | 4.63 176 | 2.54 348 | 17.23 374 | 13.73 353 | 17.27 468 | 34.28 613 | 13.26 415 | 10.15 447 | 12.39 393 | 5.49 384 | 0.12 301 | 0.24 267 | 0.21 515 | 0.17 370 | 0.18 234 | 1.55 420 |
|
| mmm |  | 8.54 439 | 2.13 386 | 10.21 406 | 5.81 369 | 2.96 401 | 14.00 490 | 6.67 510 | 19.28 415 | 12.59 334 | 16.95 462 | 24.40 477 | 17.83 495 | 10.70 451 | 12.90 418 | 9.42 493 | 0.17 337 | 1.28 612 | 0.50 576 | 0.60 597 | 0.44 400 | 2.03 518 |
|
| CBMV_ROB |  | 12.51 565 | 3.86 557 | 7.98 304 | 5.81 369 | 2.99 403 | 16.05 535 | 4.62 440 | 27.61 535 | 31.37 575 | 26.75 629 | 32.62 589 | 23.97 567 | 22.66 638 | 21.14 612 | 12.09 534 | 2.15 643 | 1.78 661 | 2.24 658 | 1.27 648 | 1.64 586 | 1.54 419 |
|
| AIO-Stereo-zeroshot1 |   | 8.37 433 | 4.16 565 | 20.63 621 | 5.82 371 | 11.79 691 | 6.40 334 | 2.02 313 | 20.82 443 | 8.03 250 | 14.52 399 | 21.38 434 | 17.44 486 | 5.83 327 | 14.43 480 | 5.13 370 | 0.06 187 | 1.00 521 | 0.05 366 | 1.81 665 | 2.44 615 | 3.62 628 |
|
| test_sample7 |  | 11.16 531 | 2.69 490 | 11.55 472 | 5.82 371 | 2.21 334 | 15.39 519 | 9.15 569 | 29.36 555 | 25.26 514 | 24.82 605 | 21.48 435 | 24.89 576 | 18.88 605 | 14.41 477 | 11.06 523 | 0.78 550 | 1.96 671 | 0.43 568 | 0.14 344 | 0.73 507 | 2.20 550 |
|
| test_sample5 |  | 10.07 492 | 2.24 414 | 11.22 460 | 5.82 371 | 2.68 371 | 16.15 538 | 5.79 479 | 27.87 537 | 21.59 466 | 19.26 521 | 32.74 591 | 15.92 458 | 12.97 505 | 14.33 473 | 9.26 485 | 0.27 403 | 0.98 497 | 0.07 404 | 0.17 370 | 0.57 455 | 1.49 410 |
|
| DualNet |  | 10.19 497 | 2.24 414 | 11.22 460 | 5.82 371 | 2.68 371 | 16.15 538 | 5.79 479 | 27.87 537 | 21.59 466 | 20.28 532 | 34.11 610 | 15.92 458 | 12.97 505 | 14.33 473 | 9.26 485 | 0.27 403 | 0.98 497 | 0.07 404 | 0.17 370 | 0.57 455 | 1.49 410 |
|
| MM-Stereo_test2 |  | 4.38 248 | 1.62 225 | 7.85 298 | 5.85 375 | 1.12 155 | 7.07 358 | 2.18 322 | 15.22 327 | 8.69 272 | 7.23 277 | 5.26 186 | 4.83 224 | 3.75 206 | 10.87 299 | 2.40 206 | 0.03 86 | 1.04 546 | 0.00 1 | 0.14 344 | 0.41 384 | 2.02 514 |
|
| IPLG |  | 7.65 409 | 2.00 339 | 13.81 524 | 5.86 376 | 4.35 491 | 10.97 435 | 1.43 188 | 22.52 464 | 16.50 399 | 19.78 528 | 20.62 424 | 5.28 237 | 5.49 309 | 12.58 405 | 9.70 498 | 0.13 309 | 0.06 146 | 0.03 334 | 0.07 283 | 0.41 384 | 1.38 381 |
|
| z-ln-s-r |  | 15.70 611 | 7.13 624 | 42.53 691 | 5.88 377 | 5.57 567 | 14.47 497 | 13.18 635 | 22.93 473 | 38.31 636 | 19.68 526 | 44.92 686 | 23.85 566 | 18.42 598 | 23.81 632 | 30.69 683 | 0.37 440 | 0.02 56 | 0.00 1 | 0.01 153 | 1.15 557 | 1.16 337 |
|
| test_sample6 |  | 10.49 512 | 2.24 414 | 11.49 466 | 5.91 378 | 2.48 355 | 16.12 537 | 6.37 503 | 28.98 551 | 22.48 478 | 20.28 532 | 34.11 610 | 17.08 475 | 13.28 512 | 14.57 483 | 10.61 513 | 0.32 419 | 0.95 487 | 0.10 436 | 0.19 393 | 0.59 465 | 1.61 428 |
|
| DA |  | 4.31 243 | 1.05 82 | 5.88 159 | 5.93 379 | 1.67 258 | 16.29 542 | 1.88 297 | 10.25 205 | 8.13 254 | 4.63 210 | 7.82 240 | 6.18 262 | 4.91 278 | 4.78 80 | 3.04 256 | 0.17 337 | 1.18 586 | 0.00 1 | 0.00 1 | 0.08 121 | 2.28 562 |
|
| GGEV |  | 4.31 243 | 1.05 82 | 5.88 159 | 5.93 379 | 1.67 258 | 16.29 542 | 1.88 297 | 10.25 205 | 8.13 254 | 4.63 210 | 7.82 240 | 6.18 262 | 4.91 278 | 4.78 80 | 3.04 256 | 0.17 337 | 1.18 586 | 0.00 1 | 0.00 1 | 0.08 121 | 2.28 562 |
|
| MM-Stereo_test1 |  | 5.41 283 | 1.55 216 | 6.52 222 | 5.96 381 | 1.09 153 | 4.88 208 | 6.82 517 | 14.32 304 | 12.83 336 | 13.28 374 | 10.54 284 | 5.88 254 | 6.54 356 | 11.72 347 | 2.75 233 | 0.18 348 | 1.13 573 | 0.00 1 | 0.02 198 | 0.48 418 | 1.73 444 |
|
| ARAFT |  | 8.86 455 | 3.86 557 | 17.37 585 | 5.96 381 | 0.94 133 | 12.59 463 | 10.80 601 | 18.20 389 | 19.95 446 | 18.77 508 | 16.27 361 | 17.78 493 | 8.88 421 | 18.82 575 | 5.30 375 | 0.35 430 | 0.04 94 | 0.00 1 | 0.00 1 | 0.62 477 | 0.64 169 |
|
| HSM-Net_RVC |   | 11.37 540 | 1.57 219 | 6.32 198 | 5.99 383 | 2.67 370 | 20.99 602 | 7.19 530 | 28.50 542 | 28.64 551 | 21.03 555 | 25.84 490 | 33.64 650 | 16.37 569 | 16.83 538 | 10.76 516 | 0.21 372 | 0.08 173 | 0.02 309 | 0.00 1 | 0.16 218 | 0.55 148 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| MoCha-V2 |  | 3.68 197 | 1.42 181 | 5.50 146 | 6.03 384 | 1.50 231 | 4.53 170 | 1.32 178 | 11.05 231 | 6.30 207 | 5.86 249 | 5.39 187 | 2.66 163 | 6.33 345 | 10.36 287 | 1.58 127 | 0.19 361 | 1.57 655 | 0.00 1 | 0.24 430 | 0.07 103 | 1.77 450 |
|
| DSFCA |  | 12.44 563 | 3.00 511 | 14.87 545 | 6.04 385 | 7.03 627 | 17.06 564 | 10.86 604 | 31.11 583 | 32.12 581 | 26.41 626 | 23.81 471 | 22.37 550 | 15.13 549 | 21.13 611 | 13.53 555 | 0.95 583 | 0.66 400 | 0.28 544 | 0.38 542 | 1.21 561 | 0.77 209 |
|
| G2L-ROB |  | 9.96 486 | 2.29 427 | 9.59 377 | 6.06 386 | 4.08 470 | 12.02 454 | 7.60 542 | 29.90 567 | 18.79 436 | 20.31 538 | 22.15 456 | 22.44 551 | 13.11 510 | 17.47 553 | 12.03 533 | 0.03 86 | 0.01 21 | 0.01 264 | 0.02 198 | 0.27 292 | 1.07 310 |
|
| TransformOpticalFlow |  | 7.95 421 | 2.10 371 | 9.83 388 | 6.06 386 | 1.24 180 | 6.82 351 | 7.98 549 | 18.60 401 | 14.06 359 | 14.93 407 | 28.79 524 | 18.74 510 | 11.03 456 | 12.79 411 | 4.12 322 | 0.06 187 | 0.04 94 | 0.21 515 | 0.04 237 | 0.21 248 | 1.27 359 |
|
| NLCSM |  | 5.30 280 | 1.73 259 | 6.44 211 | 6.09 388 | 5.89 587 | 10.87 432 | 3.96 414 | 11.80 249 | 10.57 306 | 8.70 296 | 5.42 189 | 4.53 218 | 6.51 354 | 13.97 467 | 7.90 450 | 0.33 422 | 0.08 173 | 0.00 1 | 0.01 153 | 0.29 306 | 0.94 264 |
|
| ToySt |  | 11.51 542 | 2.48 470 | 17.84 592 | 6.10 389 | 2.09 314 | 16.11 536 | 12.36 626 | 25.07 497 | 28.25 548 | 15.22 412 | 25.16 483 | 25.51 586 | 15.98 563 | 17.63 559 | 15.46 569 | 0.19 361 | 1.08 554 | 0.04 354 | 0.31 498 | 0.66 492 | 2.67 594 |
|
| PAM_32 |  | 7.56 403 | 1.96 325 | 15.04 548 | 6.11 390 | 2.08 312 | 16.93 557 | 1.38 181 | 16.49 354 | 7.93 247 | 15.16 410 | 9.17 256 | 25.77 587 | 11.69 477 | 12.95 419 | 4.03 315 | 0.14 314 | 0.77 435 | 0.09 423 | 0.83 612 | 0.61 475 | 2.00 512 |
|
| PAM |  | 7.81 419 | 1.90 310 | 15.85 566 | 6.14 391 | 2.58 367 | 17.79 571 | 4.51 435 | 16.29 347 | 8.05 252 | 16.48 444 | 9.10 254 | 25.01 583 | 11.39 469 | 12.89 417 | 3.54 291 | 0.05 147 | 0.79 438 | 0.08 412 | 0.83 612 | 0.62 477 | 2.23 553 |
|
| MC-Stereo |  | 4.47 252 | 1.16 110 | 5.85 158 | 6.14 391 | 1.43 208 | 3.70 110 | 1.73 270 | 10.62 216 | 7.83 244 | 6.85 265 | 13.33 326 | 6.77 279 | 6.21 341 | 11.23 317 | 2.52 214 | 0.04 107 | 1.30 613 | 0.06 383 | 0.24 430 | 0.17 226 | 2.14 543 |
|
| BEATNet_4x |  | 10.11 494 | 5.82 601 | 14.80 540 | 6.14 391 | 1.55 236 | 13.87 487 | 5.98 489 | 26.24 511 | 18.35 422 | 16.53 445 | 25.41 486 | 18.01 497 | 13.78 525 | 18.01 562 | 12.39 541 | 0.48 476 | 0.18 239 | 0.81 608 | 0.11 320 | 2.02 601 | 1.70 441 |
|
| MSKI-zero shot |  | 5.11 275 | 1.81 281 | 6.47 216 | 6.17 394 | 1.78 281 | 6.42 336 | 1.50 208 | 13.59 289 | 8.66 271 | 10.63 323 | 11.58 305 | 13.29 416 | 2.35 151 | 12.34 387 | 3.09 263 | 0.05 147 | 1.21 603 | 0.02 309 | 0.29 480 | 0.15 209 | 0.85 224 |
|
| cf-r |  | 10.67 520 | 2.34 443 | 9.77 384 | 6.17 394 | 5.79 578 | 12.94 469 | 5.14 456 | 25.21 500 | 27.86 544 | 17.84 484 | 32.03 578 | 25.81 588 | 15.91 561 | 12.22 377 | 12.56 547 | 0.17 337 | 0.19 246 | 0.05 366 | 0.06 270 | 0.59 465 | 0.72 197 |
|
| xxxx |  | 12.60 569 | 2.03 348 | 10.79 439 | 6.18 396 | 2.86 389 | 21.84 610 | 3.02 377 | 34.55 634 | 25.46 518 | 16.39 440 | 31.58 571 | 26.87 603 | 14.75 542 | 14.00 468 | 37.45 703 | 0.21 372 | 1.36 628 | 0.01 264 | 0.32 501 | 0.35 340 | 2.07 527 |
|
| CRE-IMP |  | 5.83 309 | 1.86 297 | 11.10 457 | 6.20 397 | 0.51 57 | 6.86 353 | 1.64 235 | 12.56 258 | 9.01 278 | 13.16 371 | 16.11 357 | 10.94 360 | 6.14 340 | 12.81 412 | 6.46 425 | 0.50 484 | 0.07 161 | 0.10 436 | 0.00 1 | 0.27 292 | 0.27 67 |
|
| DispNO |  | 9.82 482 | 2.57 479 | 17.77 591 | 6.22 398 | 5.73 574 | 11.89 451 | 4.77 448 | 25.54 501 | 21.70 468 | 17.56 478 | 21.28 433 | 18.01 497 | 13.83 526 | 17.46 552 | 9.91 500 | 0.35 430 | 0.16 232 | 0.03 334 | 0.12 325 | 0.51 433 | 1.05 305 |
|
| DCVSM-stereo |  | 10.23 498 | 2.16 397 | 12.54 505 | 6.23 399 | 3.65 440 | 12.01 453 | 3.56 402 | 19.41 417 | 23.18 483 | 24.08 598 | 19.88 409 | 29.55 611 | 18.82 602 | 14.49 481 | 10.42 509 | 0.25 395 | 1.17 582 | 0.28 544 | 0.06 270 | 0.82 529 | 2.07 527 |
|
| TestStereo |  | 6.45 348 | 3.34 535 | 8.02 305 | 6.23 399 | 1.68 260 | 6.33 327 | 2.48 344 | 14.54 317 | 16.71 405 | 11.71 337 | 24.13 473 | 9.38 334 | 7.13 379 | 11.83 354 | 4.32 335 | 0.12 301 | 0.01 21 | 0.00 1 | 0.00 1 | 0.73 507 | 0.33 83 |
|
| EAI-Stereo |  | 5.82 307 | 2.06 360 | 9.08 342 | 6.23 399 | 2.20 333 | 6.24 322 | 6.20 493 | 20.18 432 | 6.36 208 | 10.65 325 | 15.97 355 | 6.31 268 | 3.63 203 | 12.09 369 | 4.88 362 | 0.06 187 | 0.73 420 | 0.04 354 | 1.59 659 | 0.21 248 | 1.67 438 |
|
| Selective-IGEV-i16pc |  | 10.31 504 | 2.09 368 | 16.09 571 | 6.24 402 | 1.71 265 | 36.66 694 | 11.25 610 | 20.25 434 | 27.75 542 | 10.40 315 | 21.87 446 | 15.56 453 | 6.93 376 | 14.75 492 | 8.45 465 | 2.59 655 | 0.94 485 | 0.26 533 | 0.53 585 | 0.78 518 | 1.08 312 |
|
| zzzzzzz1 |  | 8.65 445 | 8.64 645 | 21.64 629 | 6.25 403 | 5.25 547 | 7.53 371 | 4.57 437 | 20.54 435 | 20.34 453 | 10.70 326 | 16.50 362 | 14.50 433 | 9.48 433 | 13.03 424 | 9.11 481 | 1.02 594 | 0.26 275 | 0.00 1 | 0.11 320 | 1.98 600 | 1.58 422 |
|
| PFNet+ |  | 6.92 372 | 1.64 234 | 10.96 450 | 6.27 404 | 0.90 120 | 5.66 277 | 1.68 249 | 14.43 313 | 16.02 388 | 18.13 495 | 21.24 430 | 14.33 429 | 5.97 331 | 13.13 435 | 5.51 385 | 0.90 570 | 0.20 247 | 0.11 457 | 0.30 492 | 0.08 121 | 0.94 264 |
|
| ffm |  | 8.89 456 | 2.34 443 | 12.99 512 | 6.28 405 | 3.81 450 | 12.43 458 | 7.47 538 | 19.77 424 | 16.80 407 | 16.64 451 | 32.03 578 | 17.29 478 | 11.78 479 | 11.11 311 | 2.34 196 | 0.05 147 | 1.17 582 | 0.80 604 | 0.37 532 | 0.29 306 | 2.07 527 |
|
| ff1 |  | 10.31 504 | 2.34 443 | 12.99 512 | 6.28 405 | 3.81 450 | 12.43 458 | 7.47 538 | 19.77 424 | 16.80 407 | 16.64 451 | 32.03 578 | 17.29 478 | 11.78 479 | 17.54 554 | 24.30 635 | 0.05 147 | 1.17 582 | 0.80 604 | 0.37 532 | 0.29 306 | 2.07 527 |
|
| mmx |  | 11.59 545 | 2.34 443 | 12.99 512 | 6.28 405 | 3.81 450 | 12.43 458 | 7.47 538 | 32.76 607 | 28.92 552 | 16.64 451 | 32.03 578 | 17.29 478 | 11.78 479 | 17.54 554 | 24.30 635 | 0.24 387 | 1.21 603 | 0.80 604 | 0.37 532 | 0.65 487 | 1.89 475 |
|
| xxx |   | 11.59 545 | 2.34 443 | 12.99 512 | 6.28 405 | 3.81 450 | 12.43 458 | 7.47 538 | 32.75 606 | 28.92 552 | 16.64 451 | 32.03 578 | 17.29 478 | 11.78 479 | 17.54 554 | 24.30 635 | 0.24 387 | 1.21 603 | 0.80 604 | 0.37 532 | 0.65 487 | 1.89 475 |
|
| noway7 |  | 8.01 422 | 7.88 633 | 20.82 624 | 6.29 409 | 3.30 420 | 6.41 335 | 4.77 448 | 28.51 543 | 16.01 387 | 10.54 320 | 10.27 277 | 15.25 447 | 10.11 445 | 8.89 220 | 7.36 440 | 0.11 284 | 0.00 1 | 0.01 264 | 0.00 1 | 1.80 593 | 1.90 480 |
|
| NRIStereo |  | 5.98 326 | 1.91 315 | 9.60 378 | 6.29 409 | 0.45 41 | 6.56 344 | 2.52 347 | 15.37 330 | 11.43 319 | 12.55 348 | 15.07 346 | 11.45 364 | 6.11 338 | 12.32 384 | 6.23 412 | 0.83 558 | 0.16 232 | 0.11 457 | 0.00 1 | 0.32 319 | 0.33 83 |
|
| SGM-Forest |  | 13.63 591 | 2.55 478 | 8.22 312 | 6.30 411 | 2.16 328 | 23.84 624 | 11.13 609 | 34.68 635 | 32.40 583 | 27.27 633 | 33.02 592 | 30.08 618 | 17.82 594 | 22.13 621 | 15.40 568 | 1.66 636 | 0.32 295 | 0.88 613 | 0.03 216 | 0.79 521 | 1.93 483 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| raft_robust |  | 8.39 434 | 2.81 496 | 7.62 286 | 6.32 412 | 1.17 163 | 5.47 257 | 0.82 129 | 34.37 629 | 35.49 617 | 18.40 500 | 20.25 414 | 7.24 291 | 5.51 310 | 15.77 510 | 3.40 283 | 0.11 284 | 1.10 564 | 0.00 1 | 0.50 579 | 0.33 327 | 1.19 346 |
|
| model_zeroshot |  | 5.85 311 | 1.91 315 | 10.98 451 | 6.34 413 | 2.55 363 | 10.42 419 | 2.38 336 | 17.38 378 | 9.39 285 | 14.72 403 | 10.36 280 | 11.21 363 | 2.93 176 | 8.95 224 | 3.57 293 | 0.14 314 | 1.01 527 | 0.15 483 | 0.38 542 | 0.08 121 | 2.15 546 |
|
| MM-Stereo_test3 |  | 6.01 330 | 1.69 245 | 6.25 192 | 6.36 414 | 5.46 560 | 4.64 177 | 6.31 498 | 20.05 429 | 24.24 501 | 8.85 300 | 11.38 302 | 7.22 288 | 2.79 171 | 9.11 234 | 3.08 262 | 0.11 284 | 0.92 479 | 0.00 1 | 0.02 198 | 0.54 448 | 1.11 324 |
|
| DFGA-Net |  | 9.58 474 | 4.57 574 | 19.91 615 | 6.37 415 | 4.05 467 | 11.38 441 | 2.98 376 | 26.08 507 | 29.76 558 | 17.13 467 | 19.22 398 | 9.43 337 | 7.17 380 | 16.49 528 | 13.39 554 | 0.13 309 | 0.00 1 | 0.06 383 | 0.13 330 | 1.89 596 | 1.46 400 |
|
| SDNR |  | 16.80 620 | 5.88 604 | 30.01 660 | 6.39 416 | 6.53 614 | 57.67 736 | 3.15 380 | 24.30 488 | 31.49 576 | 21.50 564 | 36.56 630 | 14.69 435 | 16.76 576 | 19.14 577 | 14.45 559 | 11.12 720 | 14.00 735 | 3.11 674 | 0.51 581 | 8.86 685 | 9.92 702 |
|
| SME |  | 7.53 402 | 3.53 544 | 7.07 250 | 6.40 417 | 1.83 288 | 21.79 609 | 4.24 424 | 18.00 388 | 16.52 402 | 12.66 352 | 16.62 363 | 8.42 318 | 11.62 474 | 12.48 398 | 6.10 405 | 0.94 579 | 0.01 21 | 0.05 366 | 0.11 320 | 1.00 549 | 1.28 361 |
|
| GEAR-Net |  | 3.46 183 | 1.36 170 | 6.58 226 | 6.41 418 | 1.44 209 | 4.50 164 | 1.65 238 | 11.20 234 | 5.34 170 | 3.00 151 | 6.40 215 | 4.30 208 | 4.36 234 | 5.64 110 | 3.54 291 | 0.05 147 | 0.81 442 | 0.00 1 | 0.15 354 | 0.32 319 | 2.10 535 |
|
| DualNet (step1) |  | 13.16 582 | 5.31 592 | 19.76 611 | 6.41 418 | 3.12 410 | 17.98 574 | 9.85 586 | 29.36 555 | 25.26 514 | 24.82 605 | 21.48 435 | 24.89 576 | 18.87 603 | 14.41 477 | 11.06 523 | 6.83 697 | 1.96 671 | 6.61 693 | 7.47 707 | 3.22 632 | 4.59 643 |
|
| test_sample9 |  | 15.79 614 | 5.31 592 | 19.76 611 | 6.41 418 | 3.12 410 | 17.98 574 | 9.85 586 | 29.36 555 | 25.26 514 | 24.82 605 | 21.48 435 | 24.89 576 | 18.87 603 | 21.03 606 | 22.11 617 | 6.83 697 | 36.75 753 | 6.61 693 | 7.47 707 | 3.22 632 | 4.59 643 |
|
| test_sample8 |  | 17.93 635 | 5.31 592 | 19.76 611 | 6.41 418 | 3.12 410 | 17.98 574 | 9.85 586 | 32.68 604 | 20.05 447 | 33.68 679 | 26.30 496 | 40.74 687 | 34.14 694 | 21.03 606 | 22.11 617 | 6.83 697 | 36.75 753 | 6.61 693 | 7.47 707 | 3.22 632 | 4.59 643 |
|
| IGEV++ |  | 3.49 190 | 1.67 240 | 6.59 227 | 6.41 418 | 1.44 209 | 4.50 164 | 1.66 247 | 11.20 234 | 5.34 170 | 3.01 153 | 6.40 215 | 4.30 208 | 4.36 234 | 5.66 113 | 3.53 290 | 0.05 147 | 1.20 597 | 0.00 1 | 0.15 354 | 0.32 319 | 2.10 535 |
|
| FENet |  | 8.22 431 | 1.39 175 | 7.33 273 | 6.43 423 | 2.17 331 | 10.97 435 | 2.20 324 | 22.10 460 | 21.26 458 | 17.85 485 | 23.22 466 | 14.29 427 | 11.50 470 | 13.56 454 | 8.32 460 | 0.29 411 | 0.24 267 | 0.03 334 | 0.03 216 | 0.18 234 | 1.04 302 |
|
| ACVNet |  | 10.83 523 | 2.25 418 | 7.10 254 | 6.43 423 | 3.02 405 | 13.17 475 | 3.75 406 | 22.83 471 | 35.15 615 | 15.81 429 | 30.67 555 | 24.65 572 | 15.77 559 | 16.47 526 | 18.13 591 | 0.16 330 | 0.01 21 | 0.06 383 | 0.07 283 | 0.65 487 | 0.43 118 |
|
| iResNetv2_ROB |  | 12.78 573 | 4.09 562 | 15.60 558 | 6.44 425 | 3.75 445 | 14.86 502 | 7.17 526 | 34.46 631 | 37.12 625 | 26.06 620 | 34.81 619 | 29.76 612 | 16.32 566 | 14.77 493 | 7.67 443 | 0.31 415 | 0.03 76 | 0.12 462 | 0.01 153 | 0.94 543 | 1.23 353 |
|
| Anonymous_2 |  | 15.61 610 | 7.12 620 | 18.63 601 | 6.49 426 | 7.98 648 | 26.94 650 | 11.93 621 | 19.48 418 | 18.48 431 | 18.25 499 | 15.95 354 | 24.18 569 | 21.32 630 | 21.17 613 | 15.94 573 | 10.88 717 | 13.80 734 | 11.19 715 | 25.13 739 | 10.92 700 | 6.42 670 |
|
| CoDeX |  | 9.58 474 | 2.12 379 | 10.82 442 | 6.52 427 | 3.76 446 | 16.55 551 | 6.82 517 | 26.62 521 | 25.63 521 | 17.50 475 | 25.62 488 | 14.70 436 | 11.81 483 | 12.82 413 | 7.88 449 | 0.42 460 | 0.20 247 | 0.15 483 | 0.02 198 | 0.36 352 | 1.28 361 |
|
| ITSA-stereo |  | 11.88 549 | 2.48 470 | 11.96 489 | 6.54 428 | 1.92 296 | 13.33 477 | 4.81 451 | 37.17 665 | 49.04 691 | 18.70 505 | 18.52 392 | 21.69 542 | 12.63 500 | 16.77 536 | 15.60 571 | 0.53 490 | 0.40 317 | 0.32 556 | 0.33 511 | 1.07 553 | 3.89 637 |
|
| FTStereo |  | 8.76 450 | 1.57 219 | 6.75 235 | 6.55 429 | 2.45 354 | 7.65 375 | 11.62 619 | 18.36 393 | 9.01 278 | 20.25 531 | 40.79 659 | 15.87 457 | 12.36 494 | 11.02 303 | 4.69 352 | 0.24 387 | 0.01 21 | 0.09 423 | 0.16 365 | 0.19 238 | 5.58 658 |
|
| IGEV_i1 |  | 8.79 452 | 1.83 291 | 11.53 470 | 6.56 430 | 2.18 332 | 16.39 546 | 7.40 537 | 20.85 444 | 16.59 403 | 17.30 469 | 17.67 375 | 18.22 499 | 9.15 428 | 15.11 501 | 8.42 464 | 0.45 470 | 1.19 593 | 1.10 628 | 1.15 642 | 0.31 318 | 2.45 579 |
|
| 222 |  | 13.07 580 | 1.99 335 | 10.74 438 | 6.56 430 | 2.74 374 | 19.95 595 | 2.54 348 | 34.13 624 | 24.42 503 | 22.52 579 | 31.39 565 | 20.78 532 | 16.99 579 | 14.31 472 | 48.07 739 | 0.16 330 | 1.33 623 | 0.01 264 | 0.32 501 | 0.37 358 | 2.02 514 |
|
| Hybrid-DGEV-03 |  | 7.24 388 | 2.18 404 | 6.74 234 | 6.57 432 | 1.24 180 | 11.30 438 | 2.51 346 | 14.66 320 | 14.85 370 | 16.91 458 | 29.69 539 | 13.87 424 | 5.80 321 | 11.32 324 | 4.52 345 | 0.03 86 | 0.49 346 | 0.13 470 | 0.00 1 | 0.41 384 | 1.63 430 |
|
| iinet-f |  | 14.05 600 | 5.00 587 | 47.51 704 | 6.57 432 | 4.04 466 | 21.14 603 | 14.37 643 | 28.25 540 | 21.37 460 | 21.95 572 | 31.37 564 | 21.31 538 | 18.66 600 | 16.15 514 | 20.61 610 | 0.31 415 | 0.41 324 | 0.09 423 | 0.05 256 | 1.00 549 | 0.76 207 |
|
| LL-Strereo2 |  | 5.97 323 | 2.88 500 | 10.62 433 | 6.59 434 | 3.38 427 | 6.31 326 | 2.20 324 | 15.61 334 | 8.46 266 | 11.33 334 | 10.75 293 | 15.69 455 | 3.45 193 | 13.58 455 | 4.65 350 | 0.16 330 | 0.48 343 | 1.33 642 | 0.13 330 | 0.36 352 | 1.42 392 |
|
| gwcnet-sp |  | 10.26 499 | 3.56 546 | 15.31 553 | 6.59 434 | 4.30 486 | 15.71 524 | 5.71 476 | 26.09 508 | 25.15 511 | 21.68 565 | 21.77 438 | 15.01 441 | 16.42 570 | 15.21 503 | 10.76 516 | 0.12 301 | 0.20 247 | 0.02 309 | 0.09 303 | 0.63 481 | 0.86 227 |
|
| scenet |  | 10.26 499 | 3.56 546 | 15.31 553 | 6.59 434 | 4.30 486 | 15.71 524 | 5.71 476 | 26.09 508 | 25.15 511 | 21.68 565 | 21.77 438 | 15.01 441 | 16.42 570 | 15.21 503 | 10.76 516 | 0.12 301 | 0.20 247 | 0.02 309 | 0.09 303 | 0.63 481 | 0.86 227 |
|
| ssnet |  | 10.26 499 | 3.56 546 | 15.31 553 | 6.59 434 | 4.30 486 | 15.71 524 | 5.71 476 | 26.09 508 | 25.15 511 | 21.68 565 | 21.77 438 | 15.01 441 | 16.42 570 | 15.21 503 | 10.76 516 | 0.12 301 | 0.20 247 | 0.02 309 | 0.09 303 | 0.63 481 | 0.86 227 |
|
| CBMV |   | 14.52 605 | 4.59 576 | 9.99 394 | 6.61 438 | 2.85 388 | 22.76 616 | 12.45 627 | 30.63 575 | 33.32 593 | 31.98 666 | 35.00 620 | 31.68 630 | 19.43 615 | 26.53 649 | 16.71 582 | 1.28 620 | 0.61 388 | 0.63 589 | 0.12 325 | 1.26 565 | 1.89 475 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| CSP-Net |  | 13.41 588 | 3.62 551 | 11.03 453 | 6.62 439 | 4.07 468 | 25.76 640 | 9.61 580 | 29.66 560 | 27.14 536 | 29.97 654 | 33.42 600 | 29.84 614 | 17.23 583 | 20.64 596 | 16.03 575 | 1.12 607 | 0.41 324 | 0.03 334 | 0.00 1 | 0.75 514 | 1.29 364 |
|
| MyStereo07 |  | 4.80 259 | 2.38 455 | 6.21 184 | 6.63 440 | 4.77 521 | 6.47 339 | 9.60 576 | 16.70 363 | 5.88 194 | 4.81 216 | 5.77 205 | 3.13 173 | 5.68 318 | 12.07 366 | 2.46 209 | 0.09 258 | 1.33 623 | 0.03 334 | 0.32 501 | 0.74 510 | 0.93 256 |
|
| MyStereo04 |  | 9.58 474 | 2.38 455 | 10.28 413 | 6.63 440 | 4.77 521 | 6.47 339 | 9.60 576 | 32.50 602 | 42.15 657 | 14.59 402 | 12.10 314 | 11.92 380 | 11.87 484 | 14.80 495 | 8.14 457 | 0.09 258 | 1.33 623 | 0.03 334 | 0.32 501 | 0.74 510 | 0.93 256 |
|
| iResNet_ROB |  | 12.41 562 | 3.19 524 | 12.39 500 | 6.63 440 | 3.72 442 | 16.98 563 | 2.64 354 | 32.29 600 | 38.58 639 | 26.93 631 | 33.73 603 | 26.24 593 | 17.40 587 | 17.36 549 | 8.95 473 | 0.33 422 | 0.01 21 | 0.00 1 | 0.00 1 | 0.40 380 | 0.35 88 |
|
| iRaft-Stereo_5w |  | 9.10 464 | 2.33 440 | 10.69 437 | 6.64 443 | 4.47 502 | 4.74 196 | 10.72 599 | 16.71 364 | 16.97 411 | 15.39 415 | 26.15 493 | 21.25 537 | 12.59 499 | 16.38 522 | 12.90 550 | 0.85 561 | 0.51 354 | 0.08 412 | 0.22 408 | 0.95 544 | 1.53 418 |
|
| GMM-Stereo |  | 8.44 437 | 1.27 145 | 7.36 276 | 6.64 443 | 2.56 366 | 10.00 407 | 9.29 573 | 23.79 484 | 11.33 317 | 17.96 489 | 29.59 537 | 17.14 476 | 7.59 390 | 11.77 350 | 4.61 349 | 0.13 309 | 0.01 21 | 0.24 528 | 0.94 621 | 0.49 427 | 6.14 665 |
|
| rvit_stereo_0081 |  | 4.20 235 | 2.18 404 | 9.43 368 | 6.66 445 | 1.77 279 | 3.43 96 | 2.29 328 | 8.53 153 | 16.32 395 | 4.68 213 | 5.52 191 | 5.21 234 | 4.60 253 | 8.22 199 | 4.20 326 | 0.05 147 | 0.01 21 | 0.00 1 | 0.01 153 | 0.41 384 | 0.49 136 |
|
| rvit_stereo_0082 |  | 4.20 235 | 2.18 404 | 9.43 368 | 6.66 445 | 1.77 279 | 3.43 96 | 2.29 328 | 8.53 153 | 16.32 395 | 4.68 213 | 5.52 191 | 5.21 234 | 4.60 253 | 8.22 199 | 4.20 326 | 0.05 147 | 0.01 21 | 0.00 1 | 0.01 153 | 0.41 384 | 0.49 136 |
|
| RT-IGEV |  | 11.29 535 | 1.98 333 | 13.89 525 | 6.68 447 | 2.74 374 | 23.76 622 | 14.86 651 | 30.79 577 | 25.77 522 | 22.30 576 | 20.26 415 | 24.90 579 | 14.02 534 | 13.76 462 | 5.65 391 | 0.19 361 | 0.99 513 | 0.05 366 | 0.73 608 | 0.53 438 | 1.88 472 |
|
| MyStereo06 |  | 6.95 374 | 2.25 418 | 14.05 530 | 6.69 448 | 4.74 519 | 7.75 377 | 9.60 576 | 17.85 386 | 9.03 280 | 13.29 375 | 10.78 295 | 18.68 509 | 5.70 320 | 10.66 291 | 4.52 345 | 0.09 258 | 1.32 619 | 0.02 309 | 0.26 451 | 0.84 533 | 0.92 249 |
|
| MyStereo05 |  | 9.63 479 | 2.25 418 | 10.26 411 | 6.69 448 | 4.74 519 | 7.75 377 | 9.60 576 | 31.51 591 | 41.00 650 | 17.45 473 | 13.02 323 | 10.28 352 | 12.27 493 | 14.74 491 | 7.68 444 | 0.09 258 | 1.32 619 | 0.02 309 | 0.26 451 | 0.84 533 | 0.92 249 |
|
| cross-raft |  | 5.70 298 | 1.44 191 | 7.08 251 | 6.69 448 | 2.11 319 | 5.89 295 | 1.44 191 | 16.44 352 | 8.38 261 | 13.42 380 | 20.70 425 | 12.20 387 | 4.38 240 | 9.06 230 | 3.11 264 | 0.03 86 | 0.38 312 | 0.00 1 | 0.22 408 | 0.24 265 | 0.84 223 |
|
| HSM |  | 11.89 550 | 2.32 438 | 8.70 326 | 6.70 451 | 4.10 472 | 16.45 548 | 8.06 552 | 30.42 572 | 20.31 452 | 23.35 589 | 26.42 500 | 41.60 693 | 17.59 592 | 20.66 597 | 9.57 496 | 0.11 284 | 0.03 76 | 0.01 264 | 0.01 153 | 0.24 265 | 1.22 350 |
|
| Select-FE |  | 8.15 428 | 3.89 559 | 22.25 637 | 6.74 452 | 4.35 491 | 4.71 189 | 1.24 164 | 20.11 431 | 6.59 214 | 12.93 366 | 23.07 465 | 20.54 529 | 12.80 502 | 14.28 471 | 4.68 351 | 0.18 348 | 1.09 556 | 0.07 404 | 0.97 630 | 0.39 375 | 2.10 535 |
|
| DN-CSS_ROB |  | 8.72 448 | 3.49 542 | 16.63 576 | 6.74 452 | 3.39 428 | 6.20 321 | 3.43 397 | 23.40 480 | 22.03 472 | 17.46 474 | 30.28 547 | 9.33 332 | 8.32 406 | 14.71 487 | 6.36 421 | 0.91 572 | 0.00 1 | 0.45 570 | 0.00 1 | 0.65 487 | 0.70 191 |
|
| GES |  | 9.01 460 | 2.61 487 | 12.88 507 | 6.76 454 | 2.02 308 | 13.08 472 | 6.33 500 | 22.23 462 | 22.21 474 | 19.80 529 | 26.73 503 | 8.97 327 | 11.01 453 | 14.41 477 | 8.35 463 | 0.54 497 | 0.10 196 | 0.30 553 | 0.15 354 | 0.82 529 | 0.99 285 |
|
| RASNet |  | 12.38 560 | 2.58 481 | 12.48 503 | 6.76 454 | 5.97 592 | 16.37 545 | 6.74 514 | 34.99 637 | 22.20 473 | 17.44 472 | 33.11 595 | 22.81 554 | 24.84 645 | 20.33 591 | 18.27 594 | 1.16 612 | 0.05 117 | 0.06 383 | 0.01 153 | 0.27 292 | 1.06 307 |
|
| ACVNet-DCA |  | 5.76 302 | 2.52 473 | 6.38 203 | 6.77 456 | 0.74 86 | 10.55 421 | 5.19 457 | 21.10 448 | 13.53 349 | 7.39 279 | 10.06 267 | 4.44 213 | 9.58 434 | 11.08 307 | 2.33 192 | 0.05 147 | 1.18 586 | 0.00 1 | 0.04 237 | 0.37 358 | 1.93 483 |
|
| xx1 |  | 6.52 355 | 2.52 473 | 6.38 203 | 6.77 456 | 0.74 86 | 10.55 421 | 5.19 457 | 19.19 409 | 15.95 385 | 7.39 279 | 10.07 273 | 16.17 461 | 12.10 487 | 11.08 307 | 2.33 192 | 0.05 147 | 1.18 586 | 0.02 309 | 0.36 527 | 0.37 358 | 1.93 483 |
|
| 1test111 |  | 6.16 338 | 2.52 473 | 6.38 203 | 6.77 456 | 0.74 86 | 10.55 421 | 5.19 457 | 21.10 448 | 13.53 349 | 7.39 279 | 10.06 267 | 4.44 213 | 9.58 434 | 12.08 367 | 9.26 485 | 0.05 147 | 1.18 586 | 0.00 1 | 0.04 237 | 0.37 358 | 1.93 483 |
|
| cc1 |  | 5.79 304 | 2.52 473 | 6.38 203 | 6.77 456 | 0.74 86 | 10.55 421 | 5.19 457 | 19.19 409 | 15.95 385 | 7.39 279 | 10.06 267 | 4.44 213 | 9.58 434 | 11.08 307 | 2.33 192 | 0.05 147 | 1.18 586 | 0.00 1 | 0.04 237 | 0.34 334 | 2.04 520 |
|
| R-Stereo Train |  | 7.33 396 | 1.62 225 | 9.31 361 | 6.80 460 | 2.33 344 | 7.57 372 | 5.36 466 | 24.47 490 | 7.63 230 | 16.40 441 | 33.07 593 | 12.42 390 | 5.52 311 | 8.06 189 | 5.23 372 | 0.05 147 | 0.05 117 | 0.01 264 | 0.00 1 | 0.12 174 | 0.56 151 |
|
| RAFT-Stereo |   | 7.33 396 | 1.62 225 | 9.31 361 | 6.80 460 | 2.33 344 | 7.57 372 | 5.36 466 | 24.47 490 | 7.63 230 | 16.40 441 | 33.07 593 | 12.42 390 | 5.52 311 | 8.06 189 | 5.23 372 | 0.05 147 | 0.05 117 | 0.01 264 | 0.00 1 | 0.12 174 | 0.56 151 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| test_3 |  | 5.97 323 | 1.26 142 | 9.95 393 | 6.84 462 | 1.45 211 | 8.73 393 | 3.18 382 | 14.26 303 | 19.86 445 | 12.22 343 | 8.91 251 | 13.78 423 | 3.99 217 | 9.38 251 | 2.58 217 | 0.01 10 | 1.10 564 | 0.00 1 | 0.37 532 | 0.30 312 | 1.20 348 |
|
| Selective-IGEV-i1 |  | 9.59 477 | 1.71 248 | 12.10 492 | 6.85 463 | 3.93 460 | 14.86 502 | 10.78 600 | 24.93 496 | 29.82 559 | 15.59 425 | 20.50 423 | 18.97 515 | 6.41 351 | 11.79 352 | 6.76 430 | 0.22 379 | 1.26 611 | 0.93 616 | 1.50 655 | 0.32 319 | 2.49 587 |
|
| GLC_STEREO |  | 3.61 195 | 1.35 168 | 3.91 52 | 6.86 464 | 0.23 12 | 4.69 186 | 1.61 230 | 9.80 193 | 7.20 223 | 5.64 246 | 9.11 255 | 5.19 233 | 2.02 132 | 10.25 282 | 3.70 297 | 0.07 219 | 0.04 94 | 0.22 523 | 0.00 1 | 0.24 265 | 0.17 49 |
|
| PSM-AAD |  | 8.76 450 | 1.41 179 | 6.46 215 | 6.87 465 | 1.18 167 | 12.78 466 | 9.66 582 | 20.03 428 | 15.78 381 | 21.79 568 | 24.91 478 | 14.31 428 | 13.16 511 | 12.42 394 | 4.07 320 | 0.05 147 | 0.06 146 | 2.44 665 | 0.16 365 | 0.45 406 | 7.17 679 |
|
| tt1 |  | 5.74 300 | 2.52 473 | 6.54 223 | 6.89 466 | 0.86 115 | 10.31 418 | 4.08 420 | 19.77 424 | 16.80 407 | 7.17 272 | 9.02 252 | 4.71 221 | 8.97 422 | 11.11 311 | 2.34 196 | 0.05 147 | 1.17 582 | 0.00 1 | 0.04 237 | 0.29 306 | 2.07 527 |
|
| IGEV_Zeroshot_test |  | 5.90 318 | 2.30 432 | 15.24 551 | 6.90 467 | 2.11 319 | 4.35 152 | 1.51 211 | 15.68 335 | 8.52 268 | 13.73 386 | 11.89 310 | 11.49 365 | 3.82 211 | 11.41 330 | 4.76 356 | 0.11 284 | 0.84 453 | 0.15 483 | 0.25 445 | 0.87 536 | 1.98 496 |
|
| IGEV-FE |  | 5.90 318 | 2.30 432 | 15.24 551 | 6.91 468 | 2.11 319 | 4.35 152 | 1.51 211 | 15.68 335 | 8.52 268 | 13.72 385 | 11.87 309 | 11.49 365 | 3.84 213 | 11.42 331 | 4.77 357 | 0.10 275 | 0.84 453 | 0.15 483 | 0.25 445 | 0.87 536 | 1.98 496 |
|
| dd |  | 8.57 443 | 5.20 588 | 13.37 518 | 6.91 468 | 1.05 146 | 10.30 416 | 3.89 412 | 17.29 376 | 34.00 601 | 15.73 427 | 17.50 372 | 7.45 296 | 6.60 359 | 15.00 500 | 10.99 522 | 1.39 623 | 0.41 324 | 0.18 501 | 0.46 566 | 2.25 609 | 1.40 386 |
|
| Pruner-Stereo |  | 6.85 366 | 1.81 281 | 10.24 410 | 6.92 470 | 0.92 122 | 5.55 270 | 4.01 418 | 14.42 312 | 11.85 326 | 18.22 497 | 21.92 448 | 15.64 454 | 5.69 319 | 12.10 371 | 6.08 404 | 0.84 560 | 0.02 56 | 0.18 501 | 0.10 312 | 0.11 165 | 0.38 103 |
|
| LCNet |  | 7.64 408 | 1.41 179 | 6.15 181 | 6.93 471 | 1.35 196 | 9.00 398 | 5.44 468 | 18.37 394 | 11.30 315 | 16.62 449 | 24.39 476 | 14.67 434 | 11.03 456 | 12.03 364 | 4.01 313 | 0.07 219 | 0.02 56 | 0.23 524 | 2.07 669 | 1.00 549 | 6.69 672 |
|
| DeepPruner_ROB |  | 11.28 534 | 5.83 602 | 15.23 549 | 6.93 471 | 4.50 503 | 10.08 410 | 6.62 509 | 36.65 659 | 20.17 449 | 18.12 494 | 27.95 514 | 23.10 556 | 13.43 514 | 20.08 587 | 11.90 532 | 1.16 612 | 0.51 354 | 0.23 524 | 0.17 370 | 1.11 556 | 1.91 481 |
|
| raft+_RVC |  | 7.10 384 | 2.37 452 | 6.59 227 | 6.94 473 | 5.82 582 | 6.35 330 | 5.97 488 | 21.05 446 | 23.63 493 | 10.90 329 | 17.95 377 | 9.80 344 | 5.55 314 | 11.49 338 | 4.47 344 | 0.04 107 | 1.50 649 | 0.00 1 | 0.00 1 | 0.38 370 | 1.23 353 |
|
| CCAANet |  | 10.18 496 | 2.14 390 | 10.38 419 | 6.98 474 | 5.10 537 | 12.55 462 | 3.67 403 | 29.07 552 | 23.28 485 | 16.04 435 | 36.99 631 | 18.39 504 | 11.10 458 | 17.34 548 | 9.39 492 | 0.21 372 | 0.04 94 | 0.27 536 | 0.02 198 | 0.35 340 | 0.23 58 |
|
| Selective-IGEV-i16pb |  | 12.75 572 | 2.16 397 | 18.89 604 | 7.00 475 | 2.16 328 | 35.35 690 | 10.60 597 | 32.86 609 | 36.33 623 | 14.92 405 | 26.97 505 | 19.40 519 | 10.85 452 | 16.60 535 | 13.23 553 | 2.56 654 | 1.00 521 | 0.51 578 | 0.95 626 | 1.16 559 | 1.45 397 |
|
| PSM-softLoss |  | 6.90 370 | 1.81 281 | 10.84 443 | 7.04 476 | 0.93 129 | 5.53 264 | 1.97 308 | 23.18 474 | 9.65 290 | 14.16 395 | 22.01 453 | 12.84 400 | 5.15 292 | 13.03 424 | 7.95 451 | 0.76 543 | 0.06 146 | 0.27 536 | 0.55 592 | 0.21 248 | 0.14 42 |
|
| KMStereo |  | 6.90 370 | 1.81 281 | 10.84 443 | 7.04 476 | 0.93 129 | 5.53 264 | 1.97 308 | 23.18 474 | 9.65 290 | 14.16 395 | 22.01 453 | 12.84 400 | 5.15 292 | 13.03 424 | 7.95 451 | 0.76 543 | 0.06 146 | 0.27 536 | 0.55 592 | 0.21 248 | 0.14 42 |
|
| FADNet_RVC |  | 12.44 563 | 6.19 610 | 40.86 687 | 7.04 476 | 3.69 441 | 11.30 438 | 4.17 422 | 29.67 561 | 27.67 541 | 18.20 496 | 26.04 491 | 13.47 418 | 17.15 581 | 16.85 540 | 14.95 564 | 0.99 588 | 0.75 428 | 0.60 586 | 1.32 649 | 4.18 648 | 3.62 628 |
|
| UGAM |  | 10.51 513 | 1.74 262 | 10.16 400 | 7.06 479 | 4.44 497 | 6.56 344 | 11.34 612 | 16.06 343 | 27.83 543 | 21.09 556 | 28.18 518 | 23.47 562 | 11.21 462 | 26.86 651 | 11.33 526 | 0.05 147 | 0.49 346 | 0.46 572 | 0.36 527 | 0.44 400 | 0.97 278 |
|
| Prome-Stereo |  | 8.22 431 | 1.48 198 | 6.24 191 | 7.06 479 | 1.55 236 | 6.54 343 | 9.08 566 | 21.88 457 | 9.88 293 | 21.12 557 | 32.48 587 | 11.82 376 | 11.59 473 | 11.99 362 | 4.04 316 | 0.08 244 | 0.02 56 | 0.19 507 | 0.12 325 | 0.45 406 | 6.89 676 |
|
| KYRaft |  | 9.17 467 | 1.39 175 | 7.74 292 | 7.07 481 | 1.03 142 | 8.05 387 | 7.90 548 | 23.72 482 | 9.22 284 | 21.43 563 | 31.08 561 | 22.52 553 | 8.03 399 | 12.21 376 | 3.16 267 | 0.10 275 | 0.02 56 | 0.05 366 | 0.67 603 | 0.46 413 | 17.51 725 |
|
| CFNet |  | 11.23 532 | 3.41 538 | 10.68 436 | 7.08 482 | 4.22 480 | 17.38 565 | 4.83 452 | 31.29 588 | 31.29 574 | 19.15 518 | 26.85 504 | 24.06 568 | 13.75 523 | 16.23 517 | 12.22 539 | 0.26 399 | 0.05 117 | 0.44 569 | 0.09 303 | 0.92 540 | 0.41 112 |
|
| GANet-RSSM |  | 10.17 495 | 2.02 346 | 8.21 311 | 7.09 483 | 5.57 567 | 13.17 475 | 7.29 534 | 27.27 529 | 19.65 444 | 15.81 429 | 28.83 526 | 26.18 592 | 16.33 567 | 14.58 485 | 9.28 489 | 0.25 395 | 0.27 278 | 0.16 493 | 0.04 237 | 0.65 487 | 0.72 197 |
|
| MEA-ACV |  | 12.78 573 | 1.79 274 | 15.43 557 | 7.12 484 | 2.06 311 | 14.96 510 | 4.72 446 | 34.53 632 | 39.77 644 | 22.64 581 | 33.95 609 | 21.60 541 | 21.47 631 | 18.68 571 | 13.17 551 | 0.44 465 | 0.50 353 | 0.03 334 | 0.10 312 | 0.49 427 | 2.07 527 |
|
| BUS |  | 9.86 483 | 1.86 297 | 9.14 351 | 7.14 485 | 4.12 475 | 19.47 590 | 2.69 359 | 34.15 625 | 23.28 485 | 18.82 510 | 21.95 449 | 14.37 430 | 11.63 475 | 14.72 488 | 12.39 541 | 0.36 434 | 0.13 217 | 0.15 483 | 0.04 237 | 0.37 358 | 0.46 128 |
|
| BSDual-CNN |  | 10.33 508 | 1.86 297 | 9.14 351 | 7.14 485 | 4.12 475 | 15.83 529 | 8.93 563 | 34.15 625 | 23.28 485 | 18.82 510 | 21.95 449 | 22.14 548 | 13.58 519 | 14.72 488 | 9.53 494 | 0.36 434 | 0.13 217 | 0.15 483 | 0.04 237 | 0.37 358 | 0.46 128 |
|
| hknet |  | 10.77 522 | 1.95 324 | 11.80 480 | 7.14 485 | 3.83 454 | 15.83 529 | 8.93 563 | 34.15 625 | 22.70 480 | 18.82 510 | 21.95 449 | 23.13 557 | 17.03 580 | 16.94 541 | 9.85 499 | 0.28 406 | 0.13 217 | 0.15 483 | 0.04 237 | 0.37 358 | 0.46 128 |
|
| RE-Stereo |  | 6.97 376 | 1.79 274 | 10.18 403 | 7.14 485 | 0.77 97 | 6.14 316 | 3.39 393 | 20.72 437 | 18.43 425 | 13.41 377 | 19.33 400 | 11.78 373 | 6.09 336 | 12.66 406 | 6.22 410 | 0.58 503 | 0.05 117 | 0.21 515 | 0.22 408 | 0.12 174 | 0.10 33 |
|
| TVStereo |  | 6.97 376 | 1.79 274 | 10.18 403 | 7.14 485 | 0.77 97 | 6.14 316 | 3.39 393 | 20.72 437 | 18.43 425 | 13.41 377 | 19.33 400 | 11.78 373 | 6.09 336 | 12.66 406 | 6.22 410 | 0.58 503 | 0.05 117 | 0.21 515 | 0.22 408 | 0.12 174 | 0.10 33 |
|
| OCTAStereo |  | 6.97 376 | 1.80 278 | 10.20 405 | 7.15 490 | 0.78 100 | 6.12 314 | 3.38 392 | 20.72 437 | 18.47 428 | 13.41 377 | 19.33 400 | 11.91 379 | 6.05 334 | 12.68 408 | 6.19 409 | 0.59 509 | 0.06 146 | 0.21 515 | 0.22 408 | 0.12 174 | 0.10 33 |
|
| NF-Stereo |  | 6.96 375 | 1.80 278 | 10.17 401 | 7.16 491 | 0.79 103 | 6.15 318 | 3.26 391 | 20.74 442 | 18.45 427 | 13.42 380 | 19.33 400 | 11.67 370 | 6.05 334 | 12.71 410 | 6.17 408 | 0.57 502 | 0.06 146 | 0.21 515 | 0.23 420 | 0.12 174 | 0.09 29 |
|
| MWDA-net |  | 12.07 554 | 2.65 489 | 15.89 567 | 7.18 492 | 5.33 550 | 16.95 560 | 9.64 581 | 26.24 511 | 34.75 609 | 25.98 618 | 29.83 542 | 17.76 491 | 19.92 620 | 17.29 547 | 8.70 470 | 0.39 446 | 0.37 309 | 0.02 309 | 0.06 270 | 0.53 438 | 1.89 475 |
|
| DisPM |  | 6.68 359 | 1.58 221 | 9.90 391 | 7.19 493 | 1.12 155 | 5.71 280 | 3.69 404 | 13.74 295 | 12.42 330 | 16.60 448 | 23.63 468 | 12.64 394 | 6.39 350 | 13.31 446 | 4.08 321 | 0.77 546 | 0.01 21 | 0.08 412 | 0.15 354 | 0.14 193 | 0.53 144 |
|
| test_4 |  | 5.75 301 | 1.40 178 | 6.47 216 | 7.20 494 | 0.89 118 | 5.81 291 | 1.82 287 | 12.26 255 | 6.62 215 | 12.85 363 | 30.51 551 | 7.61 301 | 3.81 210 | 12.70 409 | 3.47 285 | 0.02 46 | 0.27 278 | 0.03 334 | 0.17 370 | 0.39 375 | 0.67 176 |
|
| SGM_RVC |   | 20.33 657 | 3.24 528 | 8.92 335 | 7.20 494 | 1.62 250 | 39.61 707 | 17.01 670 | 39.11 678 | 35.12 614 | 46.26 715 | 42.62 671 | 51.57 723 | 39.45 709 | 39.66 713 | 29.87 680 | 1.16 612 | 0.37 309 | 0.55 582 | 0.35 520 | 1.20 560 | 1.64 431 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| SST-Stereo |  | 6.85 366 | 1.67 240 | 9.39 365 | 7.24 496 | 0.82 107 | 5.89 295 | 1.87 295 | 15.34 329 | 9.89 294 | 19.25 520 | 20.26 415 | 16.63 470 | 8.40 409 | 13.81 464 | 5.75 394 | 0.40 450 | 0.05 117 | 0.13 470 | 0.00 1 | 0.10 147 | 0.08 27 |
|
| GwcNet-RSSM |  | 11.34 538 | 2.72 492 | 10.26 411 | 7.24 496 | 5.38 553 | 12.67 464 | 6.70 513 | 26.70 522 | 31.93 580 | 17.56 478 | 34.45 615 | 24.37 571 | 15.77 559 | 13.70 460 | 15.31 566 | 0.19 361 | 0.20 247 | 0.14 478 | 0.05 256 | 0.81 526 | 0.64 169 |
|
| UCFNet_RVC |  | 10.01 491 | 2.81 496 | 6.11 177 | 7.31 498 | 3.92 458 | 16.80 555 | 8.00 550 | 28.68 547 | 20.81 455 | 16.57 446 | 23.35 467 | 25.82 589 | 13.06 509 | 13.55 453 | 9.18 482 | 0.12 301 | 0.06 146 | 1.19 632 | 0.32 501 | 1.47 578 | 1.06 307 |
|
| dad |  | 13.05 578 | 11.39 664 | 15.64 562 | 7.35 499 | 2.10 315 | 15.64 523 | 3.48 398 | 18.77 403 | 35.55 618 | 27.77 637 | 33.76 605 | 31.59 629 | 13.04 508 | 14.79 494 | 11.16 525 | 3.35 669 | 0.54 364 | 7.85 705 | 0.96 629 | 3.88 645 | 2.49 587 |
|
| RAFT_R40 |  | 7.14 387 | 1.73 259 | 9.36 364 | 7.36 500 | 0.82 107 | 5.74 285 | 3.69 404 | 15.47 333 | 15.09 373 | 18.24 498 | 19.87 408 | 16.82 471 | 8.50 412 | 13.72 461 | 5.81 399 | 0.28 406 | 0.02 56 | 0.14 478 | 0.00 1 | 0.11 165 | 0.09 29 |
|
| Selective-RAFT |  | 6.10 334 | 1.16 110 | 10.90 448 | 7.41 501 | 0.91 121 | 15.22 516 | 1.11 151 | 14.84 322 | 16.23 391 | 7.19 274 | 7.06 227 | 11.49 365 | 8.10 401 | 12.83 414 | 5.19 371 | 0.26 399 | 0.97 492 | 0.00 1 | 0.46 566 | 0.10 147 | 0.65 172 |
|
| RAFT_CTSACE |  | 8.55 440 | 2.62 488 | 9.63 379 | 7.41 501 | 5.06 535 | 5.76 288 | 2.54 348 | 15.38 331 | 17.84 416 | 24.33 600 | 34.69 618 | 16.37 465 | 7.22 382 | 18.05 563 | 2.63 225 | 0.01 10 | 0.56 371 | 0.00 1 | 0.03 216 | 0.42 393 | 0.41 112 |
|
| PS-NSSS |  | 14.36 604 | 8.44 642 | 16.43 574 | 7.44 503 | 5.79 578 | 18.65 583 | 12.71 631 | 39.02 677 | 26.84 534 | 20.99 554 | 36.15 626 | 21.47 539 | 18.25 597 | 18.21 566 | 18.63 597 | 2.44 652 | 0.55 368 | 5.38 685 | 0.37 532 | 5.25 662 | 4.11 638 |
|
| ACV-stereo |  | 12.12 555 | 6.01 608 | 30.51 661 | 7.45 504 | 3.42 430 | 21.69 608 | 6.74 514 | 22.11 461 | 20.81 455 | 17.88 487 | 21.26 432 | 26.73 600 | 17.28 584 | 20.80 601 | 14.16 556 | 0.79 554 | 1.10 564 | 0.17 496 | 0.09 303 | 0.67 495 | 2.66 592 |
|
| UNet |  | 13.18 583 | 2.47 467 | 14.45 535 | 7.45 504 | 7.82 646 | 26.01 641 | 4.67 444 | 34.38 630 | 29.42 556 | 20.90 551 | 31.81 575 | 26.68 598 | 18.98 606 | 21.08 610 | 15.56 570 | 0.21 372 | 0.06 146 | 0.27 536 | 0.09 303 | 0.37 358 | 1.01 289 |
|
| NOSS_ROB |  | 11.76 548 | 4.63 578 | 8.14 310 | 7.46 506 | 2.92 394 | 17.82 572 | 10.55 596 | 30.45 573 | 34.08 603 | 16.37 439 | 19.97 410 | 23.14 558 | 16.31 565 | 18.22 567 | 10.67 515 | 2.98 662 | 1.84 663 | 3.39 678 | 1.64 661 | 2.24 608 | 2.37 573 |
|
| pmcnn |  | 15.27 609 | 4.31 569 | 22.32 638 | 7.46 506 | 4.46 501 | 22.15 612 | 15.74 657 | 28.53 544 | 31.88 579 | 27.78 638 | 40.04 655 | 39.06 678 | 19.11 611 | 18.79 574 | 20.78 612 | 1.04 599 | 0.23 260 | 0.00 1 | 0.00 1 | 0.53 438 | 1.17 340 |
|
| rafts_anoy |  | 6.46 349 | 2.37 452 | 7.09 253 | 7.48 508 | 6.02 594 | 5.31 249 | 2.45 341 | 14.50 314 | 22.01 471 | 12.94 367 | 16.18 359 | 8.48 321 | 5.53 313 | 9.70 263 | 6.32 418 | 0.05 147 | 1.66 658 | 0.10 436 | 0.05 256 | 0.30 312 | 0.69 185 |
|
| DDVS |  | 11.10 530 | 3.37 536 | 13.49 520 | 7.49 509 | 4.07 468 | 16.17 540 | 2.73 363 | 24.18 487 | 17.91 418 | 21.37 561 | 30.15 546 | 31.23 627 | 8.50 412 | 19.92 584 | 15.00 565 | 0.82 557 | 1.56 654 | 0.08 412 | 0.22 408 | 0.84 533 | 2.84 603 |
|
| rvit_stereo_0083 |  | 4.77 258 | 2.28 425 | 10.63 434 | 7.49 509 | 1.73 272 | 4.88 208 | 2.71 361 | 8.97 169 | 18.71 435 | 5.01 223 | 7.88 244 | 6.38 270 | 5.11 290 | 7.80 176 | 4.86 361 | 0.28 406 | 0.04 94 | 0.00 1 | 0.01 153 | 0.26 283 | 0.39 105 |
|
| hitnet-ft |   | 12.59 567 | 3.03 517 | 7.87 299 | 7.49 509 | 4.20 479 | 27.41 653 | 3.75 406 | 23.41 481 | 24.15 499 | 21.14 558 | 34.12 612 | 31.93 635 | 19.74 618 | 20.28 590 | 18.13 591 | 0.54 497 | 1.45 644 | 0.35 560 | 0.09 303 | 1.26 565 | 1.41 389 |
|
| PFNet |  | 8.10 426 | 1.75 263 | 12.34 498 | 7.54 512 | 2.40 350 | 7.41 368 | 5.81 481 | 23.83 485 | 17.85 417 | 20.78 546 | 17.57 373 | 15.22 446 | 7.72 394 | 13.37 447 | 6.46 425 | 0.33 422 | 0.20 247 | 0.12 462 | 0.19 393 | 0.32 319 | 0.77 209 |
|
| G2L-Stereo |  | 10.65 519 | 2.78 494 | 11.19 458 | 7.63 513 | 4.24 482 | 8.87 397 | 9.35 574 | 29.83 566 | 23.03 482 | 19.75 527 | 26.33 499 | 23.15 559 | 12.08 486 | 16.39 523 | 16.43 578 | 0.34 428 | 0.04 94 | 0.09 423 | 0.01 153 | 0.41 384 | 1.05 305 |
|
| RALAANet |  | 6.86 368 | 3.28 531 | 11.09 456 | 7.63 513 | 4.95 529 | 6.16 319 | 1.63 233 | 20.54 435 | 15.45 376 | 15.30 414 | 14.52 335 | 12.98 408 | 4.35 233 | 13.53 451 | 3.98 312 | 0.11 284 | 0.35 305 | 0.00 1 | 0.29 480 | 0.58 458 | 0.48 133 |
|
| MMNet |  | 13.55 589 | 2.82 498 | 13.90 526 | 7.63 513 | 6.36 612 | 26.45 647 | 4.63 442 | 24.00 486 | 42.67 660 | 26.25 623 | 33.12 596 | 20.98 535 | 19.45 616 | 20.14 588 | 19.49 605 | 0.75 540 | 0.54 364 | 0.11 457 | 0.01 153 | 0.53 438 | 1.10 319 |
|
| raftrobust |  | 5.94 320 | 2.07 364 | 6.94 243 | 7.67 516 | 6.24 605 | 4.96 223 | 1.82 287 | 17.76 384 | 14.36 363 | 12.03 341 | 11.62 306 | 7.74 305 | 9.01 424 | 11.29 322 | 3.71 299 | 0.05 147 | 0.79 438 | 0.00 1 | 0.04 237 | 0.25 269 | 0.38 103 |
|
| EKT-Stereo |  | 6.11 335 | 1.71 248 | 9.09 343 | 7.69 517 | 5.56 566 | 5.16 234 | 4.26 426 | 19.18 408 | 15.13 374 | 9.20 308 | 12.84 322 | 9.55 340 | 4.18 227 | 11.74 348 | 3.24 272 | 0.53 490 | 0.62 394 | 0.09 423 | 0.14 344 | 0.17 226 | 2.16 547 |
|
| CFNet-ft |   | 10.46 510 | 3.02 514 | 7.10 254 | 7.69 517 | 5.42 557 | 16.93 557 | 5.92 486 | 22.83 471 | 22.31 476 | 15.81 429 | 30.40 549 | 26.42 595 | 15.19 550 | 13.60 457 | 12.18 537 | 0.14 314 | 0.10 196 | 1.87 651 | 0.34 516 | 1.22 562 | 0.73 200 |
|
| CFNet_RVC |  | 10.46 510 | 3.02 514 | 7.10 254 | 7.69 517 | 5.42 557 | 16.93 557 | 5.92 486 | 22.82 470 | 22.31 476 | 15.81 429 | 30.40 549 | 26.41 594 | 15.19 550 | 13.60 457 | 12.19 538 | 0.14 314 | 0.10 196 | 1.87 651 | 0.34 516 | 1.22 562 | 0.73 200 |
|
| MyStereo8 |  | 7.68 410 | 3.00 511 | 12.46 501 | 7.70 520 | 5.11 539 | 11.40 442 | 1.39 184 | 15.98 341 | 10.05 299 | 16.45 443 | 24.04 472 | 12.01 382 | 7.91 397 | 10.68 293 | 10.57 511 | 0.14 314 | 1.52 652 | 0.08 412 | 0.48 573 | 0.60 471 | 1.98 496 |
|
| GwcNet-ADL |  | 8.81 453 | 2.00 339 | 10.21 406 | 7.70 520 | 2.82 386 | 6.99 355 | 7.05 525 | 30.58 574 | 26.21 528 | 15.71 426 | 17.65 374 | 13.93 425 | 6.83 374 | 13.90 465 | 11.43 527 | 0.49 480 | 0.76 434 | 0.01 264 | 0.01 153 | 0.55 449 | 1.46 400 |
|
| AAGNet |  | 8.15 428 | 1.75 263 | 10.57 431 | 7.72 522 | 0.74 86 | 5.74 285 | 4.98 454 | 15.90 340 | 14.59 366 | 20.31 538 | 23.80 470 | 15.08 444 | 11.25 465 | 12.27 379 | 16.70 581 | 0.85 561 | 0.06 146 | 0.32 556 | 0.01 153 | 0.15 209 | 0.16 47 |
|
| DCRE |  | 6.73 361 | 2.11 375 | 9.19 355 | 7.76 523 | 4.90 525 | 7.81 379 | 5.86 484 | 16.46 353 | 11.38 318 | 9.61 311 | 22.55 457 | 11.84 378 | 6.35 348 | 11.09 310 | 3.63 296 | 0.04 107 | 1.19 593 | 0.06 383 | 0.37 532 | 0.15 209 | 2.23 553 |
|
| Wz-Net-LNSev-Ref |  | 16.12 616 | 4.56 573 | 29.46 657 | 7.78 524 | 6.11 599 | 26.08 642 | 13.01 634 | 31.08 582 | 37.61 629 | 27.66 635 | 46.96 695 | 29.92 615 | 15.40 553 | 21.54 617 | 22.39 619 | 1.09 603 | 0.05 117 | 0.10 436 | 0.00 1 | 0.43 397 | 1.21 349 |
|
| ACRE |  | 7.62 407 | 3.21 525 | 14.93 546 | 7.81 525 | 5.00 532 | 10.01 408 | 4.45 432 | 16.32 349 | 15.86 382 | 17.81 482 | 19.21 397 | 8.38 316 | 4.25 228 | 11.11 311 | 10.58 512 | 0.78 550 | 0.32 295 | 0.03 334 | 0.15 354 | 0.44 400 | 1.84 462 |
|
| IRAFT_RVC |  | 8.93 458 | 1.80 278 | 10.65 435 | 7.83 526 | 1.81 283 | 6.36 331 | 10.05 590 | 26.32 516 | 27.59 540 | 17.93 488 | 19.70 405 | 17.67 490 | 9.98 442 | 13.20 438 | 6.29 417 | 0.37 440 | 0.30 292 | 0.19 507 | 0.05 256 | 0.23 258 | 0.24 61 |
|
| CIPLG |  | 7.69 411 | 3.27 529 | 14.40 534 | 7.84 527 | 5.08 536 | 10.24 413 | 4.59 439 | 16.02 342 | 15.45 376 | 18.05 493 | 19.72 406 | 8.79 325 | 4.61 257 | 11.84 356 | 10.40 508 | 0.76 543 | 0.33 301 | 0.03 334 | 0.15 354 | 0.44 400 | 1.83 461 |
|
| PSMNet-RSSM |  | 10.31 504 | 2.47 467 | 7.79 294 | 7.85 528 | 4.38 494 | 10.47 420 | 6.67 510 | 29.67 561 | 22.25 475 | 16.62 449 | 33.75 604 | 23.30 560 | 14.58 540 | 13.91 466 | 10.56 510 | 0.23 382 | 0.09 184 | 0.07 404 | 0.24 430 | 0.87 536 | 0.48 133 |
|
| GANet-ADL |  | 8.73 449 | 2.80 495 | 9.48 372 | 7.87 529 | 2.77 382 | 12.88 468 | 5.29 464 | 29.97 568 | 25.61 520 | 14.50 398 | 16.64 365 | 17.02 474 | 7.60 391 | 11.61 346 | 8.01 453 | 0.51 488 | 0.40 317 | 0.10 436 | 0.12 325 | 0.77 517 | 0.70 191 |
|
| RALCasStereoNet |  | 6.53 356 | 2.84 499 | 8.12 309 | 7.88 530 | 6.12 600 | 6.85 352 | 5.29 464 | 14.66 320 | 13.94 355 | 10.20 314 | 18.18 386 | 10.24 351 | 3.83 212 | 12.33 385 | 5.56 386 | 0.04 107 | 1.88 667 | 0.11 457 | 0.01 153 | 0.26 283 | 2.24 556 |
|
| iResNet |  | 11.06 529 | 4.16 565 | 16.83 578 | 7.89 531 | 2.23 335 | 15.59 522 | 9.17 571 | 24.49 492 | 29.14 554 | 20.78 546 | 31.13 563 | 16.87 473 | 11.58 471 | 15.45 507 | 12.50 546 | 0.64 525 | 0.05 117 | 0.02 309 | 0.10 312 | 0.79 521 | 1.71 442 |
|
| UPFNet |  | 12.31 556 | 2.15 392 | 11.91 486 | 7.90 532 | 7.21 631 | 20.03 596 | 9.28 572 | 29.44 559 | 27.18 537 | 20.88 549 | 30.86 559 | 21.23 536 | 18.11 596 | 19.60 581 | 17.41 586 | 0.55 499 | 0.57 376 | 0.26 533 | 0.07 283 | 0.67 495 | 0.92 249 |
|
| IPLGR_C |  | 7.70 412 | 3.32 532 | 14.54 536 | 7.98 533 | 5.04 534 | 10.26 414 | 4.64 443 | 16.50 355 | 16.28 394 | 17.97 490 | 18.85 395 | 8.30 315 | 4.66 266 | 11.22 316 | 10.89 521 | 0.77 546 | 0.32 295 | 0.03 334 | 0.15 354 | 0.43 397 | 1.84 462 |
|
| ssnet_v2 |  | 13.84 595 | 3.15 523 | 13.44 519 | 7.99 534 | 3.08 408 | 22.60 614 | 14.51 648 | 36.65 659 | 33.59 597 | 22.04 573 | 26.10 492 | 28.64 607 | 17.16 582 | 23.13 626 | 20.86 613 | 0.50 484 | 0.32 295 | 0.20 512 | 0.13 330 | 1.41 574 | 1.38 381 |
|
| test-1 |  | 6.03 331 | 1.76 266 | 15.61 559 | 8.01 535 | 1.98 306 | 7.82 380 | 1.16 156 | 13.64 290 | 13.60 352 | 9.69 312 | 15.16 347 | 11.55 368 | 5.45 306 | 7.78 175 | 4.35 337 | 0.16 330 | 1.18 586 | 0.00 1 | 0.13 330 | 0.16 218 | 1.39 383 |
|
| fast-acv-ft |  | 14.96 607 | 4.73 580 | 17.68 588 | 8.03 536 | 5.27 548 | 28.61 660 | 9.97 589 | 26.25 514 | 35.58 619 | 26.03 619 | 38.02 640 | 31.91 634 | 21.50 632 | 19.25 578 | 21.18 614 | 0.61 515 | 0.38 312 | 0.63 589 | 0.48 573 | 1.31 567 | 1.73 444 |
|
| FACV-RUCA |  | 8.11 427 | 2.29 427 | 10.34 415 | 8.07 537 | 6.02 594 | 14.18 494 | 3.04 378 | 20.05 429 | 19.00 438 | 12.98 368 | 18.43 390 | 8.73 323 | 11.58 471 | 12.20 375 | 5.78 398 | 0.38 444 | 0.64 397 | 4.34 680 | 0.35 520 | 1.89 596 | 1.96 494 |
|
| Sa-1000 |  | 8.91 457 | 2.10 371 | 9.11 344 | 8.07 537 | 1.16 161 | 16.62 553 | 2.39 337 | 25.58 502 | 25.43 517 | 15.52 422 | 28.24 519 | 12.19 386 | 8.67 415 | 16.40 525 | 3.70 297 | 0.39 446 | 0.86 461 | 0.16 493 | 0.23 420 | 0.48 418 | 0.89 239 |
|
| STTStereo |  | 13.60 590 | 5.63 599 | 28.73 656 | 8.07 537 | 5.65 571 | 13.97 489 | 7.17 526 | 31.25 585 | 26.70 533 | 25.59 613 | 32.06 583 | 31.71 632 | 14.71 541 | 17.24 546 | 16.46 580 | 0.29 411 | 0.40 317 | 0.71 596 | 1.43 653 | 1.31 567 | 2.82 602 |
|
| HBP-ISP |  | 13.07 580 | 8.80 647 | 8.99 338 | 8.11 540 | 4.55 507 | 13.48 481 | 6.60 508 | 29.09 554 | 30.50 563 | 21.33 560 | 36.14 625 | 16.62 468 | 19.42 614 | 20.92 605 | 12.81 549 | 3.63 671 | 2.61 687 | 7.18 700 | 4.12 689 | 3.74 643 | 2.69 596 |
|
| MWSP-net |  | 11.68 547 | 2.29 427 | 12.98 511 | 8.13 541 | 3.20 416 | 17.64 569 | 16.87 667 | 35.77 645 | 31.11 572 | 18.04 492 | 23.00 464 | 18.61 507 | 16.42 570 | 14.84 497 | 11.44 528 | 0.51 488 | 0.23 260 | 0.00 1 | 0.06 270 | 0.23 258 | 2.26 557 |
|
| MeshStereo |   | 22.95 681 | 7.84 632 | 12.46 501 | 8.13 541 | 5.20 543 | 38.49 702 | 13.36 638 | 42.69 699 | 38.05 634 | 51.34 723 | 53.82 714 | 58.22 729 | 43.29 720 | 38.42 705 | 29.59 677 | 2.96 661 | 2.84 693 | 3.11 674 | 2.33 673 | 3.12 628 | 3.65 630 |
| 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 |
| NLCA_NET_v2_RVC |  | 12.58 566 | 4.09 562 | 18.25 596 | 8.26 543 | 5.83 583 | 14.72 501 | 5.85 483 | 33.49 620 | 27.86 544 | 22.14 574 | 32.16 584 | 24.94 581 | 14.01 533 | 16.19 515 | 16.82 583 | 0.90 570 | 0.35 305 | 0.37 562 | 0.58 596 | 1.51 580 | 3.31 622 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhidong Zhu, Bo Li, and Renjie He.: NLCA-Net: A non-local context attention network for stereo matching. |
| DISCO |  | 16.93 621 | 2.58 481 | 17.15 584 | 8.26 543 | 4.37 493 | 27.65 655 | 10.68 598 | 31.28 587 | 44.93 675 | 22.21 575 | 34.47 616 | 36.48 667 | 23.91 640 | 36.14 688 | 34.48 694 | 0.35 430 | 0.11 206 | 0.04 354 | 0.07 283 | 1.95 598 | 1.40 386 |
|
| acv_ft |  | 12.59 567 | 2.25 418 | 13.50 521 | 8.30 545 | 6.23 604 | 19.81 594 | 6.34 501 | 26.43 518 | 35.15 615 | 26.38 625 | 30.67 555 | 24.65 572 | 14.91 544 | 16.47 526 | 19.16 603 | 0.16 330 | 0.01 21 | 0.06 383 | 0.07 283 | 0.74 510 | 0.43 118 |
|
| pcwnet_v2 |  | 12.68 570 | 2.30 432 | 18.36 597 | 8.32 546 | 5.74 576 | 17.73 570 | 4.77 448 | 36.75 662 | 46.28 682 | 20.98 553 | 29.07 529 | 16.62 468 | 13.52 515 | 16.56 530 | 10.30 505 | 0.55 499 | 1.02 537 | 0.34 559 | 0.24 430 | 2.10 604 | 2.11 538 |
|
| SA |  | 8.43 436 | 2.16 397 | 10.02 395 | 8.41 547 | 0.93 129 | 7.36 366 | 2.21 326 | 23.73 483 | 26.15 526 | 13.55 382 | 30.84 558 | 9.89 345 | 10.09 444 | 16.84 539 | 3.52 289 | 0.18 348 | 0.68 409 | 0.17 496 | 0.40 555 | 0.48 418 | 0.92 249 |
|
| SuperB |  | 18.07 639 | 7.33 626 | 56.73 723 | 8.42 548 | 5.42 557 | 20.39 600 | 9.73 584 | 26.04 506 | 50.80 702 | 26.88 630 | 39.52 651 | 17.79 494 | 21.54 633 | 23.17 627 | 25.96 652 | 0.77 546 | 0.32 295 | 1.11 629 | 0.73 608 | 16.11 717 | 2.75 601 |
|
| NINENet |  | 11.46 541 | 3.02 514 | 11.83 482 | 8.45 549 | 5.40 554 | 19.47 590 | 2.69 359 | 39.63 683 | 34.82 610 | 19.11 517 | 27.64 510 | 14.37 430 | 11.63 475 | 16.21 516 | 12.39 541 | 0.94 579 | 0.21 255 | 0.29 549 | 0.00 1 | 0.48 418 | 0.55 148 |
|
| delet |  | 13.26 586 | 2.43 463 | 12.99 512 | 8.45 549 | 6.26 608 | 22.40 613 | 10.83 603 | 28.78 548 | 38.76 640 | 20.39 542 | 30.36 548 | 20.85 533 | 17.67 593 | 22.97 625 | 19.13 602 | 0.14 314 | 0.45 335 | 0.19 507 | 0.08 295 | 0.78 518 | 1.24 355 |
|
| FADNet |  | 14.77 606 | 11.96 669 | 39.55 685 | 8.50 551 | 6.64 617 | 18.53 582 | 6.74 514 | 35.70 644 | 35.06 613 | 19.21 519 | 28.06 516 | 28.14 605 | 13.94 531 | 18.54 570 | 11.61 531 | 0.48 476 | 0.75 428 | 0.38 564 | 0.49 577 | 9.17 686 | 2.05 524 |
|
| coex_refinement |  | 12.03 551 | 2.30 432 | 8.72 327 | 8.56 552 | 5.30 549 | 16.95 560 | 7.17 526 | 31.75 594 | 32.48 585 | 18.92 514 | 31.46 568 | 25.97 591 | 12.98 507 | 14.55 482 | 21.39 616 | 0.33 422 | 0.06 146 | 0.02 309 | 0.10 312 | 0.49 427 | 1.18 345 |
|
| LE_ROB |  | 23.59 685 | 4.64 579 | 16.84 579 | 8.59 553 | 3.05 406 | 33.01 681 | 18.53 684 | 28.96 550 | 67.40 754 | 70.71 757 | 55.67 724 | 48.44 716 | 48.90 732 | 26.06 646 | 37.98 704 | 0.44 465 | 0.24 267 | 0.27 536 | 0.54 588 | 0.49 427 | 0.98 283 |
|
| GrayStereo |  | 9.02 461 | 1.35 168 | 7.73 291 | 8.62 554 | 2.88 391 | 10.28 415 | 10.99 605 | 18.66 402 | 16.36 398 | 22.78 582 | 30.63 554 | 17.56 489 | 12.19 490 | 11.50 340 | 5.08 365 | 0.09 258 | 0.02 56 | 0.19 507 | 0.78 611 | 0.33 327 | 2.37 573 |
|
| FADNet-RVC |  | 13.86 596 | 12.75 678 | 41.65 689 | 8.64 555 | 4.63 515 | 16.45 548 | 6.89 520 | 28.91 549 | 24.20 500 | 20.89 550 | 31.44 567 | 26.73 600 | 11.37 468 | 21.58 618 | 15.91 572 | 0.25 395 | 0.14 225 | 0.14 478 | 0.24 430 | 2.97 623 | 1.50 415 |
|
| SGM-ForestM |  | 25.21 697 | 4.80 582 | 13.50 521 | 8.68 556 | 3.74 444 | 46.85 718 | 22.04 696 | 46.25 717 | 51.32 708 | 51.28 722 | 52.07 708 | 62.64 739 | 47.13 730 | 46.05 725 | 36.30 699 | 1.99 641 | 2.25 683 | 1.21 634 | 1.24 647 | 1.65 587 | 3.21 618 |
|
| StereoDRNet-Refined |  | 14.03 599 | 3.52 543 | 12.77 506 | 8.70 557 | 3.31 421 | 18.50 581 | 4.58 438 | 29.08 553 | 30.59 564 | 29.85 652 | 42.52 669 | 25.24 584 | 19.57 617 | 23.88 633 | 23.55 629 | 0.44 465 | 0.07 161 | 0.54 580 | 0.38 542 | 0.88 539 | 2.64 591 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| CASS |  | 8.64 444 | 2.03 348 | 8.60 324 | 8.71 558 | 1.59 240 | 15.02 513 | 2.75 365 | 23.27 479 | 18.58 433 | 16.29 436 | 22.78 460 | 13.42 417 | 13.68 522 | 13.07 433 | 7.66 442 | 1.18 616 | 0.05 117 | 0.13 470 | 0.01 153 | 0.75 514 | 3.24 620 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| CRFU-Net |  | 13.32 587 | 3.53 544 | 12.90 509 | 8.76 559 | 6.05 596 | 26.25 645 | 10.15 592 | 25.86 503 | 14.68 367 | 30.76 660 | 30.58 553 | 30.11 619 | 21.59 635 | 20.52 595 | 20.28 609 | 1.53 628 | 0.48 343 | 0.27 536 | 0.16 365 | 0.64 486 | 1.28 361 |
|
| ac_64 |  | 11.57 544 | 2.13 386 | 11.77 479 | 8.79 560 | 5.51 564 | 19.40 588 | 6.29 496 | 24.72 494 | 15.20 375 | 23.50 591 | 24.91 478 | 33.07 644 | 16.82 577 | 19.33 579 | 17.78 589 | 0.53 490 | 0.15 229 | 0.02 309 | 0.03 216 | 0.35 340 | 1.03 301 |
|
| AANet |  | 26.03 702 | 27.00 723 | 71.71 751 | 8.86 561 | 7.85 647 | 26.11 643 | 11.58 618 | 32.77 608 | 57.18 726 | 56.48 730 | 52.01 707 | 47.62 713 | 41.29 716 | 26.32 648 | 37.01 701 | 3.31 668 | 1.59 656 | 1.01 621 | 0.62 599 | 4.17 647 | 6.10 664 |
|
| ADLNet |  | 12.84 575 | 2.93 505 | 11.94 488 | 8.87 562 | 6.88 622 | 17.96 573 | 8.85 560 | 34.12 623 | 26.67 532 | 27.81 640 | 26.24 494 | 26.84 602 | 15.04 547 | 17.54 554 | 19.94 607 | 0.59 509 | 0.58 381 | 0.24 528 | 0.11 320 | 0.80 525 | 2.85 605 |
|
| AANet_RVC |  | 13.75 593 | 6.34 612 | 12.90 509 | 8.87 562 | 4.53 506 | 14.09 492 | 9.12 568 | 29.37 558 | 38.32 637 | 23.85 597 | 37.41 634 | 23.55 563 | 17.51 591 | 23.31 628 | 18.56 595 | 2.08 642 | 1.30 613 | 0.25 531 | 0.06 270 | 0.73 507 | 2.87 607 |
|
| FlowAnything_test |  | 3.40 175 | 1.63 229 | 7.17 259 | 8.89 564 | 1.37 202 | 8.59 391 | 2.43 340 | 8.27 142 | 4.69 151 | 4.28 194 | 2.68 86 | 3.47 186 | 0.74 47 | 6.21 125 | 5.48 383 | 0.11 284 | 0.04 94 | 0.17 496 | 0.65 602 | 0.17 226 | 0.91 247 |
|
| RAFT |  | 9.07 462 | 2.76 493 | 10.38 419 | 8.89 564 | 1.24 180 | 13.48 481 | 8.19 557 | 17.14 371 | 17.29 414 | 23.01 585 | 19.34 404 | 20.06 527 | 11.13 460 | 17.79 561 | 6.43 423 | 0.09 258 | 1.12 571 | 0.28 544 | 0.02 198 | 0.79 521 | 1.94 490 |
|
| Hybrid-DGEV-2 |  | 8.65 445 | 3.04 518 | 9.44 370 | 8.90 566 | 1.18 167 | 10.81 431 | 1.04 147 | 31.56 592 | 27.89 546 | 13.79 389 | 17.07 369 | 12.07 385 | 16.60 575 | 12.30 383 | 5.66 393 | 0.07 219 | 0.10 196 | 0.00 1 | 0.05 256 | 0.29 306 | 1.17 340 |
|
| LL-Strereo |  | 11.34 538 | 4.25 568 | 13.90 526 | 9.09 567 | 6.20 602 | 7.31 363 | 8.93 563 | 35.93 647 | 30.30 561 | 16.93 459 | 15.83 353 | 21.85 544 | 17.45 590 | 21.92 620 | 10.25 504 | 0.43 462 | 1.47 647 | 0.74 599 | 0.08 295 | 1.15 557 | 2.71 597 |
|
| CroCo-Stereo |   | 3.51 191 | 2.49 472 | 8.03 306 | 9.10 568 | 1.26 185 | 0.97 5 | 0.96 141 | 11.24 240 | 8.52 268 | 3.79 181 | 4.87 162 | 7.93 310 | 4.44 245 | 3.26 31 | 2.76 235 | 0.03 86 | 0.00 1 | 0.00 1 | 0.00 1 | 0.34 334 | 0.16 47 |
| 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 |
| sAnonymous2 |  | 6.98 379 | 7.12 620 | 20.67 622 | 9.13 569 | 5.40 554 | 5.28 244 | 8.11 554 | 16.71 364 | 11.50 321 | 5.04 225 | 9.17 256 | 3.77 193 | 8.23 403 | 7.84 180 | 3.15 265 | 0.11 284 | 0.07 161 | 0.06 383 | 0.28 472 | 10.80 698 | 7.09 677 |
|
| CroCo_RVC |  | 6.98 379 | 7.12 620 | 20.67 622 | 9.13 569 | 5.40 554 | 5.28 244 | 8.11 554 | 16.71 364 | 11.50 321 | 5.04 225 | 9.17 256 | 3.77 193 | 8.23 403 | 7.84 180 | 3.15 265 | 0.11 284 | 0.07 161 | 0.06 383 | 0.28 472 | 10.80 698 | 7.09 677 |
|
| AIO-test2 |  | 7.31 395 | 2.95 507 | 8.32 318 | 9.20 571 | 5.66 572 | 8.78 395 | 5.13 455 | 26.30 515 | 23.78 494 | 7.04 268 | 20.37 421 | 5.69 249 | 3.51 196 | 10.05 274 | 2.74 232 | 4.35 679 | 0.14 225 | 0.03 334 | 0.62 599 | 0.71 504 | 0.80 214 |
|
| AE-Stereo |  | 5.68 295 | 1.78 271 | 9.22 358 | 9.25 572 | 2.52 358 | 10.13 411 | 2.92 372 | 13.10 267 | 14.88 371 | 4.88 220 | 13.10 324 | 10.72 357 | 4.43 242 | 9.24 242 | 3.37 279 | 0.10 275 | 1.31 618 | 0.06 383 | 0.32 501 | 0.21 248 | 2.03 518 |
|
| FINET |  | 17.02 623 | 8.11 639 | 28.42 655 | 9.29 573 | 8.89 670 | 24.46 627 | 25.06 712 | 35.40 642 | 49.52 696 | 26.73 628 | 33.49 602 | 20.50 528 | 18.75 601 | 20.67 598 | 19.18 604 | 2.30 647 | 2.09 674 | 1.13 630 | 0.75 610 | 2.86 619 | 2.84 603 |
|
| DAS |  | 11.51 542 | 2.60 483 | 15.62 560 | 9.37 574 | 6.27 609 | 16.04 531 | 7.71 544 | 22.70 468 | 33.92 599 | 19.53 523 | 29.03 527 | 19.51 521 | 19.10 609 | 17.44 550 | 8.98 474 | 0.78 550 | 0.02 56 | 0.29 549 | 0.01 153 | 0.48 418 | 0.81 215 |
|
| SepStereo |  | 12.04 552 | 2.60 483 | 15.62 560 | 9.37 574 | 6.27 609 | 16.04 531 | 7.71 544 | 22.70 468 | 33.92 599 | 19.53 523 | 29.03 527 | 19.51 521 | 19.10 609 | 27.97 657 | 8.98 474 | 0.78 550 | 0.02 56 | 0.29 549 | 0.01 153 | 0.48 418 | 0.81 215 |
|
| AACVNet |  | 11.24 533 | 3.71 554 | 11.56 473 | 9.45 576 | 3.35 423 | 11.67 447 | 4.88 453 | 23.23 478 | 14.00 357 | 28.19 641 | 29.90 543 | 30.39 622 | 18.03 595 | 20.04 586 | 13.22 552 | 0.50 484 | 0.21 255 | 0.23 524 | 0.07 283 | 0.75 514 | 1.52 417 |
|
| CVANet_RVC |  | 14.09 601 | 4.82 583 | 10.86 445 | 9.46 577 | 5.60 570 | 19.70 593 | 12.94 633 | 33.38 618 | 34.86 611 | 23.72 593 | 33.31 597 | 29.76 612 | 16.35 568 | 24.37 635 | 12.45 544 | 1.22 617 | 0.23 260 | 1.45 644 | 0.87 619 | 3.41 636 | 3.01 612 |
|
| EDNetEfficient |  | 25.68 699 | 22.94 718 | 77.88 758 | 9.49 578 | 7.66 641 | 20.89 601 | 17.37 674 | 22.52 464 | 56.02 721 | 61.49 747 | 53.31 712 | 35.83 665 | 41.88 718 | 25.06 641 | 39.53 714 | 0.86 564 | 0.83 451 | 0.91 615 | 2.82 677 | 8.28 682 | 7.98 684 |
|
| ADLNet2 |  | 12.99 577 | 2.94 506 | 14.18 531 | 9.57 579 | 5.96 591 | 20.23 599 | 10.41 595 | 33.05 613 | 37.61 629 | 19.46 522 | 19.74 407 | 22.46 552 | 18.63 599 | 22.37 623 | 20.76 611 | 0.37 440 | 0.15 229 | 0.06 383 | 0.08 295 | 1.04 552 | 0.72 197 |
|
| AdaStereo |  | 10.85 525 | 4.57 574 | 10.79 439 | 9.59 580 | 3.46 432 | 17.49 567 | 6.29 496 | 32.70 605 | 26.07 525 | 19.04 516 | 26.55 501 | 19.60 523 | 10.12 446 | 17.71 560 | 10.38 506 | 1.00 590 | 0.05 117 | 0.42 566 | 0.02 198 | 0.70 500 | 0.46 128 |
| 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. |
| ICVP |  | 10.54 517 | 2.11 375 | 7.49 278 | 9.62 581 | 3.41 429 | 13.85 486 | 6.34 501 | 26.81 523 | 23.24 484 | 16.90 457 | 31.76 574 | 27.31 604 | 12.81 503 | 12.18 374 | 12.47 545 | 1.59 629 | 0.58 381 | 0.19 507 | 0.13 330 | 0.63 481 | 1.45 397 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| EDNetEfficientorigin |  | 29.50 712 | 36.05 734 | 99.77 789 | 9.67 582 | 5.93 590 | 26.79 649 | 16.02 659 | 26.87 524 | 55.18 716 | 61.15 744 | 57.72 725 | 45.04 703 | 50.99 735 | 26.90 652 | 44.78 731 | 0.53 490 | 0.54 364 | 1.72 649 | 2.53 675 | 11.05 701 | 10.75 706 |
|
| PSMNet-ADL |  | 10.30 502 | 2.32 438 | 7.83 296 | 9.69 583 | 4.44 497 | 16.04 531 | 4.16 421 | 27.57 534 | 25.08 509 | 15.16 410 | 19.04 396 | 25.28 585 | 13.63 521 | 16.49 528 | 15.33 567 | 0.86 564 | 0.81 442 | 0.01 264 | 0.04 237 | 0.33 327 | 1.81 455 |
|
| TRStereo |  | 6.64 358 | 6.95 619 | 12.06 491 | 9.69 583 | 7.59 637 | 5.12 232 | 1.68 249 | 20.72 437 | 12.34 329 | 10.93 330 | 9.07 253 | 10.57 356 | 3.16 184 | 14.33 473 | 4.23 330 | 0.60 513 | 0.80 441 | 0.14 478 | 0.37 532 | 0.56 453 | 1.86 469 |
|
| coex-ft |  | 31.29 718 | 39.15 737 | 93.51 778 | 9.71 585 | 5.77 577 | 36.25 693 | 26.79 717 | 31.43 590 | 59.45 734 | 73.35 761 | 58.73 728 | 45.49 705 | 48.48 731 | 30.19 668 | 46.52 735 | 1.59 629 | 1.71 660 | 0.94 617 | 0.97 630 | 9.43 688 | 6.35 669 |
|
| Anonymous3 |  | 10.07 492 | 4.14 564 | 31.49 666 | 9.77 586 | 5.11 539 | 25.00 632 | 11.85 620 | 25.20 498 | 19.24 441 | 10.80 328 | 14.78 341 | 7.92 309 | 8.68 416 | 14.40 476 | 6.12 406 | 3.25 667 | 1.40 633 | 0.08 412 | 0.06 270 | 0.81 526 | 1.30 366 |
|
| ADCP+ |  | 18.93 646 | 5.83 602 | 35.35 677 | 9.85 587 | 10.36 682 | 29.49 666 | 13.65 639 | 34.22 628 | 37.75 631 | 30.02 655 | 41.45 661 | 24.18 569 | 26.43 659 | 34.71 682 | 36.58 700 | 0.27 403 | 0.40 317 | 2.00 654 | 1.19 643 | 2.31 612 | 2.66 592 |
|
| SANet |  | 22.05 672 | 8.47 643 | 32.65 670 | 9.90 588 | 4.31 489 | 33.49 684 | 23.44 702 | 42.82 700 | 56.64 724 | 39.67 700 | 44.09 680 | 44.62 701 | 32.96 691 | 29.24 665 | 25.79 650 | 1.08 601 | 0.74 422 | 0.98 620 | 0.69 604 | 5.69 667 | 3.66 631 |
|
| NVstereo2D |  | 15.77 613 | 4.01 560 | 17.73 589 | 9.96 589 | 8.10 654 | 30.36 667 | 9.52 575 | 43.10 702 | 43.12 663 | 15.45 418 | 28.03 515 | 23.46 561 | 16.84 578 | 24.62 636 | 17.06 584 | 3.35 669 | 0.87 464 | 1.76 650 | 1.13 640 | 7.76 679 | 9.19 696 |
|
| DLCB_ROB |  | 13.97 598 | 3.74 555 | 11.01 452 | 9.99 590 | 5.85 584 | 21.40 605 | 10.37 594 | 30.17 570 | 30.49 562 | 28.21 642 | 32.18 585 | 32.67 640 | 21.17 629 | 20.20 589 | 18.59 596 | 0.34 428 | 0.18 239 | 0.41 565 | 0.15 354 | 0.61 475 | 1.76 449 |
|
| GMStereo_Zeroshot |   | 11.32 536 | 8.59 644 | 21.66 630 | 10.06 591 | 2.53 360 | 12.38 457 | 1.43 188 | 21.36 455 | 21.50 463 | 23.48 590 | 35.74 624 | 24.85 575 | 6.12 339 | 20.48 594 | 8.28 459 | 0.83 558 | 0.02 56 | 0.25 531 | 0.01 153 | 6.33 672 | 0.53 144 |
|
| aanetorigin |  | 19.84 655 | 13.32 680 | 54.46 712 | 10.07 592 | 7.99 649 | 14.16 493 | 15.32 653 | 17.85 386 | 34.49 606 | 49.59 720 | 48.88 700 | 34.28 658 | 31.32 685 | 23.53 630 | 29.64 678 | 1.12 607 | 0.81 442 | 0.73 597 | 0.94 621 | 3.05 624 | 5.23 655 |
|
| StereoVision |  | 7.48 399 | 2.90 504 | 10.47 429 | 10.13 593 | 3.93 460 | 4.99 225 | 1.86 294 | 21.10 448 | 17.66 415 | 8.90 302 | 29.71 540 | 10.95 361 | 6.61 361 | 12.83 414 | 5.11 367 | 0.69 534 | 0.05 117 | 0.17 496 | 0.03 216 | 0.98 546 | 0.56 151 |
|
| FADNet-RVC-Resample |  | 12.31 556 | 5.22 589 | 32.28 669 | 10.14 594 | 4.08 470 | 14.97 511 | 6.98 524 | 26.54 519 | 24.42 503 | 23.72 593 | 29.31 531 | 19.87 525 | 15.01 546 | 16.26 521 | 10.61 513 | 0.65 526 | 0.52 357 | 0.48 574 | 0.54 588 | 1.52 581 | 3.09 616 |
|
| psmorigin |  | 21.56 666 | 11.18 661 | 36.59 680 | 10.19 595 | 7.08 628 | 25.30 634 | 12.35 624 | 33.52 621 | 33.12 592 | 43.62 709 | 54.15 719 | 42.72 697 | 37.44 702 | 36.87 699 | 28.98 673 | 1.65 635 | 2.78 691 | 0.81 608 | 1.19 643 | 3.62 641 | 8.10 687 |
|
| psm_up |  | 13.88 597 | 2.70 491 | 10.89 446 | 10.20 596 | 5.97 592 | 15.01 512 | 12.58 628 | 39.13 680 | 31.75 578 | 21.39 562 | 31.09 562 | 30.18 620 | 25.01 648 | 20.33 591 | 17.62 588 | 0.75 540 | 0.39 315 | 0.18 501 | 0.03 216 | 0.82 529 | 1.67 438 |
|
| CroCo-Stereo Lap2 |  | 4.21 237 | 2.60 483 | 9.11 344 | 10.21 597 | 6.06 597 | 1.11 7 | 0.78 125 | 10.63 217 | 8.34 260 | 3.46 172 | 5.18 180 | 8.92 326 | 5.66 317 | 6.42 132 | 4.53 347 | 0.03 86 | 0.05 117 | 0.00 1 | 0.00 1 | 0.81 526 | 0.39 105 |
|
| rvit_0105_6 |  | 6.06 332 | 3.23 526 | 15.34 556 | 10.26 598 | 1.75 275 | 5.08 228 | 5.19 457 | 11.03 230 | 20.73 454 | 6.39 260 | 7.02 226 | 10.21 350 | 7.94 398 | 11.42 331 | 3.83 307 | 0.40 450 | 0.29 287 | 0.00 1 | 0.01 153 | 0.57 455 | 0.40 111 |
|
| AASNet |  | 13.05 578 | 3.27 529 | 12.23 496 | 10.28 599 | 6.90 623 | 17.61 568 | 7.88 547 | 41.14 690 | 38.29 635 | 23.20 587 | 29.62 538 | 16.85 472 | 15.59 557 | 15.50 509 | 19.03 601 | 0.39 446 | 0.03 76 | 0.78 601 | 0.05 256 | 1.32 569 | 1.08 312 |
|
| UDGNet |  | 10.51 513 | 14.75 686 | 11.91 486 | 10.29 600 | 2.78 383 | 7.93 383 | 1.94 305 | 19.31 416 | 34.57 608 | 17.74 481 | 13.70 330 | 13.56 421 | 7.30 384 | 13.52 450 | 7.18 435 | 5.80 691 | 0.11 206 | 12.86 717 | 2.76 676 | 9.87 692 | 2.34 569 |
|
| FAT-Stereo |  | 17.45 627 | 3.56 546 | 19.19 606 | 10.31 601 | 6.54 615 | 18.00 577 | 14.89 652 | 38.68 675 | 40.49 646 | 27.39 634 | 39.66 652 | 37.32 669 | 32.14 689 | 21.07 609 | 22.97 625 | 3.68 672 | 2.16 681 | 0.81 608 | 1.21 645 | 2.10 604 | 6.78 674 |
|
| HGLStereo |  | 13.21 584 | 3.45 539 | 14.01 528 | 10.32 602 | 7.72 643 | 15.72 527 | 7.19 530 | 31.94 597 | 28.12 547 | 20.83 548 | 36.16 627 | 26.61 596 | 20.82 625 | 18.74 572 | 19.63 606 | 1.01 592 | 0.22 258 | 0.07 404 | 0.08 295 | 0.59 465 | 1.00 287 |
|
| GEStereo_RVC |  | 13.23 585 | 3.13 521 | 15.23 549 | 10.33 603 | 4.95 529 | 18.92 585 | 11.46 616 | 31.58 593 | 48.03 688 | 20.51 543 | 27.68 511 | 19.00 516 | 13.31 513 | 20.44 593 | 16.01 574 | 1.15 611 | 0.51 354 | 0.10 436 | 0.14 344 | 0.67 495 | 1.47 404 |
|
| Wz-Net-TNSev |  | 25.85 700 | 21.47 713 | 59.51 732 | 10.38 604 | 7.64 639 | 42.40 714 | 23.33 700 | 35.97 649 | 54.36 712 | 36.56 690 | 43.26 676 | 45.90 706 | 41.27 715 | 37.81 701 | 37.10 702 | 2.35 648 | 1.90 669 | 0.77 600 | 1.34 650 | 5.89 670 | 7.75 682 |
|
| IIG-Stereo |  | 7.59 405 | 2.47 467 | 9.40 366 | 10.39 605 | 1.78 281 | 6.67 348 | 1.47 200 | 17.83 385 | 16.51 400 | 18.91 513 | 20.12 412 | 17.76 491 | 8.74 418 | 13.21 441 | 5.43 379 | 0.44 465 | 0.05 117 | 0.03 334 | 0.00 1 | 0.17 226 | 0.45 124 |
|
| WCMA_ROB |  | 21.17 664 | 5.89 605 | 22.32 638 | 10.39 605 | 7.65 640 | 34.55 687 | 16.42 664 | 33.20 617 | 34.02 602 | 42.06 705 | 52.50 710 | 44.09 700 | 37.59 703 | 33.66 680 | 26.77 658 | 7.45 704 | 3.18 697 | 1.27 641 | 1.43 653 | 4.18 648 | 4.81 647 |
|
| rvit_0105_5 |  | 8.01 422 | 3.69 553 | 17.73 589 | 10.42 607 | 1.61 245 | 7.29 361 | 6.68 512 | 18.33 392 | 25.98 524 | 10.45 317 | 10.46 282 | 15.53 451 | 11.01 453 | 12.87 416 | 5.37 377 | 0.44 465 | 0.41 324 | 0.00 1 | 0.15 354 | 0.70 500 | 1.08 312 |
|
| RAFT + AFF |  | 10.71 521 | 4.59 576 | 18.51 598 | 10.52 608 | 5.02 533 | 13.14 474 | 11.12 608 | 26.24 511 | 27.48 539 | 15.09 409 | 16.07 356 | 19.83 524 | 11.23 464 | 17.09 544 | 10.38 506 | 0.45 470 | 1.45 644 | 0.65 593 | 0.23 420 | 2.31 612 | 2.74 599 |
|
| DMCA-RVC |   | 12.06 553 | 4.35 571 | 14.21 533 | 10.52 608 | 4.86 523 | 13.84 485 | 4.33 427 | 25.20 498 | 24.13 498 | 20.56 544 | 29.22 530 | 26.65 597 | 25.85 654 | 17.02 542 | 16.34 576 | 0.41 454 | 0.35 305 | 0.55 582 | 0.24 430 | 0.83 532 | 1.81 455 |
|
| PA-Net |  | 16.98 622 | 8.05 638 | 29.56 659 | 10.52 608 | 11.30 689 | 21.91 611 | 29.93 725 | 32.64 603 | 39.50 642 | 20.38 541 | 28.51 523 | 23.80 565 | 20.82 625 | 21.45 615 | 25.60 647 | 0.25 395 | 2.36 684 | 0.23 524 | 4.99 696 | 1.34 571 | 6.47 671 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| XX-TBD |  | 4.63 256 | 10.71 656 | 3.94 53 | 10.55 611 | 0.62 72 | 5.95 299 | 0.08 33 | 7.91 133 | 12.75 335 | 11.73 338 | 14.80 342 | 4.04 200 | 1.64 109 | 4.90 89 | 2.61 222 | 0.08 244 | 0.01 21 | 0.00 1 | 0.00 1 | 0.26 283 | 0.06 21 |
|
| AIO-test1 |  | 6.69 360 | 2.11 375 | 7.06 248 | 10.57 612 | 6.38 613 | 8.85 396 | 1.73 270 | 22.56 466 | 20.92 457 | 7.01 267 | 17.67 375 | 8.06 312 | 4.87 275 | 10.79 298 | 3.39 281 | 0.17 337 | 0.09 184 | 0.00 1 | 0.34 516 | 0.35 340 | 0.86 227 |
|
| ADCL |  | 22.44 677 | 7.79 631 | 49.20 706 | 10.61 613 | 7.28 632 | 40.40 710 | 21.03 693 | 32.07 599 | 55.07 714 | 28.53 643 | 48.73 698 | 31.68 630 | 31.69 686 | 34.04 681 | 38.38 706 | 1.22 617 | 0.93 482 | 2.65 669 | 1.89 666 | 2.65 616 | 2.94 609 |
|
| rvit_0105_4 |  | 7.09 382 | 3.33 533 | 16.60 575 | 10.68 614 | 1.59 240 | 5.89 295 | 6.84 519 | 14.50 314 | 23.99 497 | 7.31 278 | 9.49 263 | 13.18 412 | 9.62 437 | 12.33 385 | 4.32 335 | 0.39 446 | 0.46 338 | 0.00 1 | 0.02 198 | 0.67 495 | 0.68 181 |
|
| ADCRef |  | 18.01 637 | 8.01 637 | 44.10 696 | 10.75 615 | 8.85 667 | 27.18 652 | 11.06 606 | 31.77 595 | 34.40 605 | 31.90 665 | 42.45 668 | 18.79 511 | 21.55 634 | 25.18 642 | 35.17 697 | 1.03 597 | 0.42 330 | 2.18 657 | 1.79 663 | 1.38 572 | 2.27 560 |
|
| DRN-Test |  | 16.60 619 | 4.76 581 | 16.90 581 | 10.75 615 | 8.16 656 | 29.42 664 | 14.37 643 | 43.26 704 | 39.35 641 | 28.93 647 | 35.46 621 | 29.03 609 | 20.11 622 | 20.78 599 | 24.51 640 | 0.94 579 | 0.93 482 | 0.46 572 | 0.35 520 | 1.42 576 | 2.12 539 |
|
| Wz-Net-MNSev |  | 19.84 655 | 7.55 630 | 35.79 678 | 10.79 617 | 7.51 635 | 38.96 705 | 18.39 683 | 35.08 638 | 44.72 673 | 31.28 662 | 41.70 664 | 41.18 691 | 20.49 624 | 28.41 659 | 30.13 682 | 0.96 584 | 0.36 308 | 0.05 366 | 0.13 330 | 1.70 589 | 1.64 431 |
|
| Wz-Net-LNSev |  | 19.04 648 | 11.48 665 | 43.55 694 | 10.82 618 | 8.01 651 | 24.96 631 | 17.46 676 | 34.72 636 | 44.36 671 | 33.43 677 | 44.72 685 | 32.54 638 | 24.13 641 | 21.64 619 | 24.38 638 | 0.93 576 | 0.22 258 | 0.00 1 | 0.03 216 | 1.44 577 | 1.99 509 |
|
| GwcNet |   | 17.31 624 | 6.61 618 | 23.02 640 | 10.83 619 | 8.63 662 | 29.48 665 | 10.80 601 | 39.37 682 | 45.73 677 | 24.16 599 | 37.85 639 | 31.50 628 | 21.81 637 | 21.37 614 | 27.25 661 | 0.81 555 | 0.88 467 | 0.57 585 | 0.46 566 | 1.54 583 | 3.61 626 |
|
| SCION-M(vits-remse) |  | 3.05 147 | 0.90 47 | 16.08 569 | 10.84 620 | 1.72 267 | 6.04 306 | 0.13 51 | 6.67 84 | 3.14 77 | 1.50 49 | 2.25 73 | 0.32 19 | 0.36 18 | 7.24 157 | 1.29 79 | 0.96 584 | 0.18 239 | 0.00 1 | 0.38 542 | 0.02 5 | 1.01 289 |
|
| SCION-Mon(vits-remp) |  | 4.81 260 | 5.24 590 | 16.08 569 | 10.84 620 | 8.39 660 | 30.38 669 | 0.13 51 | 6.67 84 | 3.14 77 | 1.50 49 | 2.25 73 | 0.32 19 | 0.36 18 | 7.24 157 | 1.29 79 | 0.01 10 | 0.98 497 | 0.00 1 | 0.38 542 | 0.02 5 | 1.01 289 |
|
| DStereoRT |  | 15.11 608 | 3.13 521 | 12.14 495 | 10.85 622 | 5.50 561 | 19.00 587 | 6.55 506 | 27.62 536 | 28.26 550 | 16.32 438 | 24.94 480 | 11.64 369 | 14.90 543 | 17.44 550 | 10.77 520 | 1.61 633 | 1.40 633 | 58.44 751 | 26.72 740 | 0.60 471 | 4.44 642 |
|
| TestStereo1 |  | 8.04 424 | 2.22 411 | 8.85 333 | 10.87 623 | 2.12 322 | 4.66 182 | 2.40 338 | 21.17 452 | 23.79 495 | 17.41 470 | 26.31 497 | 9.41 335 | 9.09 426 | 16.23 517 | 3.85 310 | 0.14 314 | 0.40 317 | 0.02 309 | 0.13 330 | 0.58 458 | 1.10 319 |
|
| SA-5K |  | 8.04 424 | 2.22 411 | 8.85 333 | 10.87 623 | 2.12 322 | 4.66 182 | 2.40 338 | 21.17 452 | 23.79 495 | 17.41 470 | 26.31 497 | 9.41 335 | 9.09 426 | 16.23 517 | 3.85 310 | 0.14 314 | 0.40 317 | 0.02 309 | 0.13 330 | 0.58 458 | 1.10 319 |
|
| FAST (zero-shot) |  | 3.98 221 | 1.68 244 | 9.40 366 | 10.92 625 | 11.21 688 | 4.85 205 | 2.45 341 | 11.45 242 | 5.00 161 | 2.02 94 | 3.87 123 | 1.21 78 | 2.59 163 | 8.43 207 | 1.81 144 | 0.21 372 | 2.15 679 | 0.00 1 | 0.04 237 | 0.22 257 | 0.13 40 |
|
| OMP-Stereo |  | 7.13 386 | 2.89 501 | 9.89 390 | 10.98 626 | 1.73 272 | 4.81 202 | 1.85 291 | 18.38 395 | 16.26 392 | 16.94 461 | 14.11 333 | 17.45 487 | 7.57 389 | 13.26 443 | 5.12 369 | 0.43 462 | 0.04 94 | 0.06 383 | 0.02 198 | 0.20 245 | 0.56 151 |
|
| zh-mn7 |  | 22.69 678 | 14.64 685 | 55.04 715 | 11.01 627 | 5.85 584 | 27.67 656 | 15.65 655 | 35.14 641 | 57.38 727 | 40.62 701 | 57.78 726 | 31.22 626 | 25.60 651 | 36.79 698 | 32.55 689 | 1.50 627 | 0.57 376 | 0.24 528 | 0.22 408 | 1.40 573 | 3.02 613 |
|
| PWC_ROB |   | 19.21 650 | 12.15 674 | 28.02 653 | 11.02 628 | 6.62 616 | 25.15 633 | 5.47 469 | 36.42 656 | 49.47 694 | 33.19 675 | 44.32 682 | 34.98 661 | 26.66 660 | 32.22 677 | 27.30 662 | 1.71 638 | 0.27 278 | 1.62 647 | 0.37 532 | 2.38 614 | 4.90 650 |
|
| edge stereo |  | 19.38 651 | 5.98 607 | 19.25 607 | 11.11 629 | 8.07 652 | 23.51 621 | 12.74 632 | 35.93 647 | 42.55 658 | 35.05 685 | 43.06 674 | 41.34 692 | 36.05 699 | 26.06 646 | 25.62 648 | 2.70 658 | 2.47 685 | 6.38 691 | 1.54 657 | 3.18 631 | 5.01 651 |
|
| DEFOM-Stereo_RVC |  | 3.40 175 | 7.12 620 | 4.30 71 | 11.17 630 | 1.69 262 | 4.59 172 | 0.46 94 | 9.11 178 | 3.63 119 | 2.69 134 | 3.29 103 | 0.75 52 | 7.02 378 | 9.35 248 | 2.00 164 | 0.01 10 | 0.15 229 | 0.00 1 | 0.19 393 | 0.06 89 | 0.39 105 |
|
| sCroCo_RVC |  | 5.29 278 | 3.82 556 | 17.52 586 | 11.17 630 | 6.67 618 | 5.78 290 | 2.66 355 | 10.47 213 | 8.48 267 | 3.78 180 | 9.32 262 | 4.76 222 | 4.83 273 | 8.33 205 | 4.88 362 | 1.17 615 | 0.52 357 | 0.06 383 | 0.03 216 | 0.70 500 | 0.90 242 |
|
| NaN_ROB |  | 17.35 625 | 7.91 634 | 18.84 603 | 11.29 632 | 4.93 527 | 33.28 683 | 20.75 692 | 38.10 672 | 43.81 667 | 30.28 657 | 31.53 569 | 32.88 642 | 20.88 627 | 29.10 662 | 17.85 590 | 0.40 450 | 0.43 332 | 0.31 554 | 0.44 563 | 0.98 546 | 3.03 614 |
|
| RAFT+CT+SA |  | 7.76 417 | 2.01 342 | 7.56 283 | 11.32 633 | 3.31 421 | 4.60 173 | 7.19 530 | 17.21 372 | 27.40 538 | 10.43 316 | 27.34 507 | 7.63 302 | 7.83 395 | 15.46 508 | 3.51 287 | 0.03 86 | 0.39 315 | 0.18 501 | 0.46 566 | 0.33 327 | 0.93 256 |
|
| StereoDRNet |  | 16.00 615 | 5.45 597 | 16.67 577 | 11.34 634 | 8.74 665 | 25.62 637 | 11.07 607 | 40.40 688 | 37.03 624 | 29.77 651 | 30.04 545 | 34.35 659 | 19.09 608 | 19.81 582 | 25.28 645 | 0.65 526 | 0.30 292 | 0.16 493 | 0.14 344 | 1.80 593 | 2.33 568 |
|
| YMNet |  | 16.35 617 | 6.51 615 | 23.16 642 | 11.45 635 | 8.85 667 | 25.42 635 | 8.89 561 | 32.99 610 | 32.63 588 | 34.40 682 | 39.12 649 | 34.27 656 | 17.43 588 | 20.90 602 | 22.93 623 | 0.93 576 | 1.30 613 | 1.21 634 | 0.94 621 | 1.77 591 | 1.81 455 |
|
| YMNet_1 |  | 16.35 617 | 6.51 615 | 23.16 642 | 11.45 635 | 8.85 667 | 25.42 635 | 8.89 561 | 32.99 610 | 32.63 588 | 34.40 682 | 39.12 649 | 34.27 656 | 17.43 588 | 20.90 602 | 22.93 623 | 0.93 576 | 1.30 613 | 1.21 634 | 0.94 621 | 1.77 591 | 1.81 455 |
|
| test_5 |  | 8.85 454 | 2.05 357 | 9.51 373 | 11.62 637 | 4.99 531 | 6.74 349 | 5.48 470 | 18.25 390 | 23.57 491 | 16.72 456 | 29.73 541 | 15.54 452 | 10.54 450 | 16.25 520 | 4.02 314 | 0.05 147 | 0.40 317 | 0.27 536 | 0.08 295 | 0.34 334 | 0.81 215 |
|
| RYNet |  | 19.73 653 | 5.52 598 | 18.58 599 | 11.63 638 | 15.84 716 | 47.05 719 | 17.28 673 | 38.60 674 | 49.19 693 | 27.71 636 | 27.46 508 | 38.63 676 | 26.42 658 | 20.79 600 | 32.08 687 | 0.73 537 | 0.59 385 | 0.97 619 | 0.16 365 | 7.40 676 | 8.04 685 |
|
| XPNet_ROB |  | 18.03 638 | 6.06 609 | 18.19 595 | 11.68 639 | 6.83 620 | 21.23 604 | 16.93 668 | 36.66 661 | 39.82 645 | 32.51 672 | 42.05 667 | 41.04 690 | 25.77 653 | 25.72 643 | 28.80 672 | 1.67 637 | 0.91 477 | 0.79 602 | 0.27 466 | 1.24 564 | 2.38 575 |
|
| DPSNet |  | 25.20 696 | 7.92 635 | 36.17 679 | 11.72 640 | 6.85 621 | 53.68 728 | 43.17 744 | 52.22 733 | 60.09 737 | 31.61 663 | 39.76 653 | 40.91 689 | 35.82 698 | 33.42 679 | 26.48 656 | 4.98 686 | 2.10 675 | 0.50 576 | 1.13 640 | 9.63 689 | 5.83 660 |
|
| rvit_stereo_ft |  | 5.02 271 | 3.45 539 | 10.80 441 | 11.76 641 | 2.76 381 | 4.08 134 | 8.16 556 | 10.64 219 | 10.63 307 | 4.34 197 | 6.39 214 | 6.65 277 | 4.63 262 | 9.35 248 | 5.82 400 | 0.11 284 | 0.00 1 | 0.00 1 | 0.00 1 | 0.34 334 | 0.42 114 |
|
| z-mn7 |  | 21.81 669 | 11.53 666 | 47.41 703 | 11.79 642 | 5.69 573 | 34.28 686 | 15.73 656 | 36.31 653 | 57.93 729 | 27.24 632 | 53.82 714 | 32.35 637 | 26.33 656 | 36.69 695 | 33.32 691 | 1.02 594 | 0.41 324 | 0.54 580 | 0.11 320 | 1.72 590 | 1.92 482 |
|
| ADCMid |  | 23.61 686 | 12.42 676 | 44.10 696 | 11.85 643 | 8.33 659 | 27.89 657 | 20.03 690 | 36.49 657 | 39.56 643 | 40.81 702 | 47.01 696 | 36.89 668 | 43.95 721 | 39.12 709 | 42.60 723 | 1.95 640 | 1.55 653 | 3.05 672 | 3.98 687 | 5.20 660 | 5.37 656 |
|
| GANet |  | 17.85 633 | 5.41 596 | 14.79 539 | 11.91 644 | 4.73 518 | 24.54 629 | 17.04 671 | 41.01 689 | 34.96 612 | 33.06 674 | 45.84 689 | 39.83 683 | 29.19 671 | 24.71 638 | 22.45 621 | 1.34 622 | 0.41 324 | 1.09 624 | 0.70 606 | 2.15 606 | 1.89 475 |
|
| w-ln-seven-2 |  | 18.44 642 | 8.73 646 | 43.71 695 | 11.92 645 | 6.91 624 | 24.43 626 | 13.73 640 | 30.66 576 | 41.21 653 | 29.15 648 | 43.29 677 | 30.86 625 | 29.28 672 | 23.47 629 | 24.59 641 | 0.99 588 | 1.11 569 | 0.64 591 | 0.17 370 | 1.63 584 | 2.26 557 |
|
| TDLM |  | 13.70 592 | 4.93 585 | 11.80 480 | 11.93 646 | 5.53 565 | 16.75 554 | 14.38 645 | 36.12 651 | 32.59 587 | 23.08 586 | 27.03 506 | 25.90 590 | 15.40 553 | 25.87 645 | 14.23 557 | 1.24 619 | 0.09 184 | 1.53 646 | 0.61 598 | 2.06 603 | 2.94 609 |
|
| w-ln-seven |  | 21.91 671 | 10.67 655 | 57.04 725 | 12.00 647 | 10.37 683 | 30.36 667 | 19.88 689 | 37.81 669 | 56.05 722 | 37.35 693 | 44.23 681 | 33.79 651 | 24.77 644 | 23.92 634 | 31.80 686 | 0.77 546 | 0.34 303 | 0.85 612 | 0.20 398 | 2.88 620 | 3.10 617 |
|
| MaskLacGwcNet_RVC |  | 17.56 629 | 17.23 699 | 20.10 617 | 12.02 648 | 6.91 624 | 28.81 661 | 11.45 615 | 41.35 691 | 21.95 470 | 30.13 656 | 34.66 617 | 32.04 636 | 11.30 466 | 21.04 608 | 16.43 578 | 8.91 708 | 2.67 688 | 12.29 716 | 0.84 615 | 12.72 706 | 8.43 690 |
|
| MSAF-DinoV2 |  | 21.31 665 | 8.93 649 | 27.84 652 | 12.03 649 | 5.14 542 | 30.91 673 | 17.73 677 | 40.05 686 | 55.15 715 | 22.96 584 | 32.01 577 | 48.05 715 | 31.88 687 | 38.57 707 | 41.67 719 | 0.94 579 | 0.49 346 | 0.45 570 | 1.22 646 | 4.83 657 | 5.39 657 |
|
| SACVNet |  | 14.10 602 | 5.24 590 | 14.19 532 | 12.11 650 | 6.12 600 | 18.45 580 | 9.11 567 | 33.13 614 | 22.94 481 | 28.79 645 | 33.88 607 | 32.69 641 | 23.78 639 | 20.91 604 | 12.13 536 | 1.08 601 | 0.54 364 | 0.84 611 | 0.48 573 | 1.41 574 | 4.26 639 |
|
| RTSC |  | 20.52 658 | 11.06 659 | 33.58 673 | 12.11 650 | 7.19 630 | 28.90 662 | 11.99 622 | 38.49 673 | 58.85 733 | 32.22 670 | 37.28 633 | 33.11 645 | 21.14 628 | 36.93 700 | 38.84 710 | 1.49 626 | 1.50 649 | 0.15 483 | 0.64 601 | 2.18 607 | 2.67 594 |
|
| rvit_stereo_0075_2 |  | 9.46 471 | 4.16 565 | 20.27 618 | 12.15 652 | 8.82 666 | 5.72 281 | 4.24 424 | 23.21 477 | 18.05 420 | 12.37 345 | 28.80 525 | 16.10 460 | 8.43 410 | 14.57 483 | 8.89 472 | 0.58 503 | 0.34 303 | 0.52 579 | 0.08 295 | 0.44 400 | 1.41 389 |
|
| rvit_0105_3 |  | 9.68 480 | 4.32 570 | 19.50 610 | 12.22 653 | 1.90 294 | 9.16 402 | 8.63 558 | 19.21 411 | 30.92 570 | 15.42 416 | 14.72 340 | 18.81 512 | 12.18 489 | 15.98 513 | 7.12 434 | 0.67 532 | 0.42 330 | 0.01 264 | 0.49 577 | 0.56 453 | 1.40 386 |
|
| ADCPNet |  | 22.75 680 | 10.94 658 | 58.96 730 | 12.24 654 | 7.57 636 | 37.33 697 | 20.08 691 | 33.89 622 | 37.37 627 | 33.49 678 | 44.32 682 | 39.36 681 | 28.43 667 | 32.19 676 | 38.55 708 | 2.25 644 | 2.69 690 | 2.37 664 | 3.59 684 | 4.33 651 | 5.01 651 |
|
| ccnet |  | 24.80 692 | 17.64 700 | 24.53 644 | 12.35 655 | 18.18 723 | 38.47 701 | 17.76 679 | 46.24 716 | 32.78 591 | 37.51 695 | 46.76 691 | 38.80 677 | 30.45 681 | 38.35 704 | 41.98 720 | 9.41 713 | 6.40 721 | 9.67 710 | 8.04 712 | 11.64 704 | 9.00 693 |
|
| S-Stereo |  | 17.36 626 | 4.46 572 | 22.16 636 | 12.58 656 | 9.10 673 | 23.07 618 | 12.60 629 | 33.18 616 | 46.12 680 | 22.78 582 | 38.67 647 | 29.04 610 | 27.48 662 | 19.40 580 | 23.90 632 | 3.14 666 | 3.13 696 | 0.88 613 | 1.95 668 | 3.77 644 | 9.86 701 |
|
| MultiAttention |  | 21.69 668 | 2.01 342 | 15.73 564 | 12.71 657 | 4.25 483 | 64.19 748 | 95.86 783 | 42.54 698 | 41.72 656 | 15.77 428 | 30.53 552 | 28.15 606 | 7.60 391 | 44.56 724 | 14.92 563 | 1.03 597 | 0.26 275 | 1.05 622 | 1.56 658 | 4.71 656 | 4.75 646 |
|
| XX-Stereo |  | 6.50 353 | 1.81 281 | 10.42 423 | 12.71 657 | 7.14 629 | 3.46 99 | 0.90 135 | 16.31 348 | 6.13 202 | 9.03 306 | 28.11 517 | 13.48 419 | 2.22 141 | 11.87 357 | 2.61 222 | 0.45 470 | 0.78 436 | 0.08 412 | 0.42 559 | 1.09 555 | 0.88 234 |
|
| APVNet |  | 18.42 641 | 6.37 613 | 23.10 641 | 12.76 659 | 8.28 658 | 30.74 671 | 24.17 708 | 42.08 697 | 30.76 569 | 25.86 617 | 41.66 663 | 31.83 633 | 24.99 646 | 28.01 658 | 28.77 670 | 0.49 480 | 0.57 376 | 3.05 672 | 0.55 592 | 1.80 593 | 2.46 581 |
|
| ISRNet |  | 12.68 570 | 2.57 479 | 19.05 605 | 13.05 660 | 6.24 605 | 7.30 362 | 2.84 368 | 29.80 565 | 32.13 582 | 23.26 588 | 35.61 622 | 24.75 574 | 16.48 574 | 15.81 511 | 14.55 562 | 0.85 561 | 1.01 527 | 2.29 659 | 0.55 592 | 1.08 554 | 4.43 641 |
|
| AnyNet_C32 |  | 24.34 688 | 15.07 688 | 42.84 692 | 13.07 661 | 11.83 692 | 31.80 676 | 31.73 729 | 32.47 601 | 45.77 678 | 35.92 687 | 49.66 702 | 34.05 653 | 35.21 696 | 44.09 723 | 43.39 727 | 1.61 633 | 1.70 659 | 1.22 637 | 2.94 679 | 4.87 658 | 7.60 680 |
|
| SCION-MonSter |   | 17.56 629 | 7.23 625 | 21.98 632 | 13.10 662 | 8.69 664 | 37.15 696 | 5.87 485 | 27.41 531 | 47.53 684 | 19.88 530 | 46.76 691 | 18.67 508 | 19.23 613 | 23.78 631 | 32.28 688 | 0.98 587 | 0.23 260 | 6.48 692 | 5.09 699 | 5.86 669 | 2.95 611 |
|
| stereogan |  | 19.38 651 | 4.02 561 | 18.62 600 | 13.54 663 | 10.30 681 | 37.03 695 | 9.83 585 | 39.12 679 | 46.13 681 | 25.09 610 | 41.76 665 | 40.01 684 | 27.19 661 | 32.16 675 | 25.48 646 | 2.44 652 | 1.13 573 | 2.70 670 | 0.86 616 | 5.45 664 | 4.81 647 |
|
| LALA_ROB |  | 19.82 654 | 8.32 641 | 18.64 602 | 13.59 664 | 5.79 578 | 28.03 658 | 23.44 702 | 43.09 701 | 37.57 628 | 33.91 681 | 41.55 662 | 50.73 721 | 25.61 652 | 29.09 661 | 27.30 662 | 0.73 537 | 0.67 406 | 2.08 656 | 1.42 651 | 2.70 618 | 2.12 539 |
|
| rvit_105_1 |  | 14.11 603 | 6.23 611 | 22.11 635 | 13.74 665 | 4.55 507 | 15.38 518 | 28.19 721 | 27.21 527 | 43.35 665 | 19.53 523 | 24.36 475 | 22.05 547 | 15.96 562 | 18.37 568 | 12.70 548 | 2.27 645 | 0.58 381 | 0.26 533 | 2.37 674 | 0.70 500 | 2.20 550 |
|
| LMCR-Stereo |   | 11.32 536 | 4.98 586 | 11.87 484 | 14.09 666 | 4.01 465 | 16.97 562 | 5.70 474 | 26.41 517 | 23.41 490 | 22.57 580 | 22.11 455 | 15.18 445 | 15.44 555 | 21.48 616 | 17.57 587 | 2.29 646 | 0.04 94 | 0.00 1 | 0.03 216 | 1.53 582 | 0.65 172 |
|
| MDST_ROB |  | 18.99 647 | 3.23 526 | 15.81 565 | 14.15 667 | 6.98 626 | 44.89 716 | 16.81 666 | 43.19 703 | 42.83 661 | 43.71 710 | 43.84 679 | 28.79 608 | 19.02 607 | 30.64 672 | 18.70 598 | 1.84 639 | 0.84 453 | 0.69 595 | 0.47 572 | 0.71 504 | 2.61 590 |
|
| ETE_ROB |  | 18.45 643 | 10.71 656 | 20.90 625 | 14.23 668 | 4.92 526 | 23.28 620 | 22.01 695 | 33.00 612 | 36.14 622 | 30.68 659 | 39.03 648 | 46.10 708 | 26.28 655 | 27.52 655 | 26.22 654 | 0.53 490 | 0.49 346 | 1.16 631 | 0.94 621 | 1.69 588 | 3.07 615 |
|
| TCMNet |  | 15.72 612 | 7.51 629 | 21.42 628 | 14.39 669 | 12.57 699 | 26.22 644 | 13.91 642 | 30.23 571 | 36.03 621 | 25.57 612 | 31.73 572 | 23.65 564 | 15.35 552 | 19.98 585 | 24.06 633 | 1.44 625 | 0.67 406 | 2.04 655 | 0.99 632 | 3.41 636 | 3.26 621 |
|
| PSMNet_ROB |  | 17.59 631 | 6.52 617 | 16.27 572 | 14.43 670 | 7.71 642 | 29.22 663 | 33.59 732 | 43.94 707 | 38.52 638 | 24.74 604 | 33.46 601 | 34.17 655 | 17.29 585 | 18.52 569 | 25.68 649 | 0.40 450 | 0.29 287 | 0.96 618 | 2.22 671 | 2.03 602 | 1.81 455 |
|
| Wz-Net-SNSev |  | 23.35 682 | 18.18 701 | 47.37 702 | 14.55 671 | 8.63 662 | 28.33 659 | 29.16 723 | 39.88 684 | 55.80 720 | 32.16 669 | 53.91 717 | 39.35 680 | 24.42 642 | 27.60 656 | 38.11 705 | 1.06 600 | 0.24 267 | 1.20 633 | 0.95 626 | 3.16 630 | 2.93 608 |
|
| zh-sn7 |  | 23.82 687 | 16.94 695 | 52.41 709 | 14.57 672 | 8.11 655 | 26.98 651 | 24.39 710 | 37.04 664 | 49.49 695 | 34.43 684 | 52.44 709 | 33.79 651 | 35.37 697 | 40.92 716 | 39.03 712 | 0.86 564 | 0.93 482 | 0.55 582 | 0.40 555 | 3.27 635 | 4.37 640 |
|
| FBW_ROB |  | 21.87 670 | 11.80 667 | 25.52 645 | 14.64 673 | 7.49 634 | 31.20 675 | 16.35 663 | 45.28 714 | 44.78 674 | 44.85 714 | 40.36 657 | 43.50 699 | 27.85 664 | 34.94 683 | 23.52 627 | 3.07 664 | 2.15 679 | 7.53 703 | 3.03 680 | 4.30 650 | 5.17 654 |
|
| CC-Net-ROB |  | 22.73 679 | 23.99 719 | 30.57 662 | 14.72 674 | 8.91 671 | 32.98 680 | 16.17 660 | 46.75 718 | 37.29 626 | 33.88 680 | 32.33 586 | 35.48 664 | 25.00 647 | 24.75 639 | 28.78 671 | 9.60 714 | 3.03 694 | 25.33 733 | 3.87 686 | 14.82 714 | 6.33 666 |
|
| DGSMNet |  | 20.75 663 | 13.28 679 | 34.59 675 | 14.80 675 | 17.14 720 | 23.25 619 | 17.99 681 | 36.39 655 | 43.00 662 | 20.70 545 | 32.67 590 | 36.05 666 | 19.22 612 | 30.34 670 | 25.04 644 | 4.61 680 | 4.62 713 | 6.31 690 | 5.20 700 | 14.71 713 | 15.15 721 |
|
| DANet |  | 17.51 628 | 8.91 648 | 27.61 651 | 14.94 676 | 7.48 633 | 22.67 615 | 5.66 472 | 27.33 530 | 26.64 530 | 32.62 673 | 36.27 628 | 37.40 670 | 30.07 678 | 31.65 674 | 26.09 653 | 1.30 621 | 1.46 646 | 2.33 661 | 0.53 585 | 3.54 640 | 5.69 659 |
| Z Ling, K Yang, J Li, Y Zhang, X Gao, L Luo, L Xie: Domain-adaptive modules for stereo matching network. Neurocomputing 2021 |
| HCRNet |  | 9.13 465 | 1.82 289 | 8.73 328 | 14.95 677 | 5.22 546 | 10.66 427 | 2.49 345 | 26.57 520 | 18.64 434 | 16.31 437 | 25.51 487 | 18.42 505 | 11.15 461 | 13.53 451 | 7.25 438 | 0.10 275 | 0.04 94 | 0.10 436 | 0.02 198 | 0.27 292 | 0.76 207 |
|
| Nwc_Net |  | 18.76 645 | 5.80 600 | 19.91 615 | 14.99 678 | 11.96 694 | 26.32 646 | 15.90 658 | 41.68 694 | 40.50 647 | 21.85 570 | 43.58 678 | 34.89 660 | 29.47 674 | 27.48 654 | 26.34 655 | 3.75 673 | 0.27 278 | 2.55 667 | 3.31 681 | 2.25 609 | 2.46 581 |
|
| ADCS |  | 27.11 705 | 15.49 691 | 48.87 705 | 15.20 679 | 10.99 686 | 31.86 678 | 24.37 709 | 43.99 708 | 58.30 731 | 43.12 707 | 49.92 704 | 41.90 695 | 41.43 717 | 42.90 721 | 46.29 733 | 3.00 663 | 2.60 686 | 2.45 666 | 3.47 682 | 7.63 677 | 8.41 689 |
|
| SHD |  | 22.33 675 | 11.30 663 | 32.10 667 | 15.61 680 | 9.88 679 | 26.75 648 | 10.12 591 | 41.84 695 | 61.77 739 | 36.36 689 | 44.65 684 | 39.28 679 | 31.10 684 | 35.07 684 | 32.76 690 | 2.35 648 | 1.95 670 | 1.24 640 | 1.90 667 | 4.33 651 | 6.34 667 |
|
| WZ-Net |  | 25.86 701 | 14.23 682 | 64.17 737 | 15.77 681 | 10.61 685 | 39.36 706 | 28.01 720 | 41.38 693 | 54.97 713 | 28.82 646 | 53.68 713 | 40.90 688 | 30.14 679 | 37.91 702 | 42.98 726 | 1.59 629 | 0.49 346 | 0.73 597 | 0.95 626 | 5.43 663 | 5.12 653 |
|
| G-Net |  | 21.66 667 | 9.10 650 | 39.39 684 | 15.85 682 | 9.60 677 | 51.00 726 | 16.73 665 | 28.32 541 | 31.17 573 | 38.99 697 | 43.24 675 | 33.26 648 | 32.09 688 | 28.50 660 | 26.50 657 | 4.74 682 | 3.92 708 | 3.60 679 | 1.02 634 | 8.42 684 | 7.86 683 |
|
| NCC-stereo |  | 20.61 659 | 7.39 627 | 25.96 646 | 15.90 683 | 16.62 718 | 20.15 597 | 23.27 698 | 44.11 710 | 41.29 654 | 25.00 608 | 38.64 645 | 35.47 662 | 28.75 668 | 36.35 692 | 26.90 659 | 4.83 683 | 2.14 677 | 3.33 676 | 9.27 719 | 3.10 626 | 3.72 632 |
|
| Abc-Net |  | 20.61 659 | 7.39 627 | 25.96 646 | 15.90 683 | 16.62 718 | 20.15 597 | 23.27 698 | 44.11 710 | 41.29 654 | 25.00 608 | 38.64 645 | 35.47 662 | 28.75 668 | 36.35 692 | 26.90 659 | 4.83 683 | 2.14 677 | 3.33 676 | 9.27 719 | 3.10 626 | 3.72 632 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| RP |  | 18.36 640 | 5.94 606 | 17.54 587 | 15.95 685 | 12.33 697 | 21.55 607 | 12.66 630 | 28.65 546 | 45.65 676 | 23.78 596 | 42.55 670 | 39.77 682 | 29.54 675 | 26.72 650 | 23.58 631 | 6.14 693 | 1.05 547 | 4.38 681 | 1.77 662 | 3.90 646 | 3.82 635 |
|
| DStereoO |  | 24.73 691 | 17.10 698 | 15.98 568 | 16.15 686 | 9.73 678 | 18.79 584 | 19.24 688 | 35.12 640 | 41.17 652 | 31.19 661 | 29.42 536 | 32.58 639 | 33.95 693 | 42.12 719 | 29.02 674 | 48.86 750 | 5.31 716 | 28.90 737 | 3.60 685 | 28.35 734 | 8.04 685 |
|
| AF-Net |  | 19.18 649 | 6.50 614 | 16.90 581 | 16.60 687 | 11.00 687 | 23.83 623 | 11.31 611 | 36.25 652 | 51.10 705 | 25.56 611 | 38.34 643 | 41.77 694 | 31.01 683 | 30.20 669 | 27.83 664 | 4.87 685 | 0.27 278 | 4.60 682 | 1.00 633 | 2.67 617 | 2.02 514 |
|
| CAS |  | 5.44 286 | 0.98 68 | 3.95 55 | 17.59 688 | 7.74 644 | 7.82 380 | 6.09 490 | 9.89 199 | 9.40 286 | 4.82 218 | 10.69 288 | 1.93 124 | 1.22 81 | 4.54 69 | 2.47 210 | 10.98 718 | 0.02 56 | 0.00 1 | 0.02 198 | 0.53 438 | 8.19 688 |
|
| AnyNet_C01 |  | 30.67 713 | 27.57 724 | 76.09 756 | 17.61 689 | 12.18 696 | 50.42 723 | 28.89 722 | 39.14 681 | 41.14 651 | 41.36 703 | 65.66 744 | 47.21 711 | 40.16 712 | 47.50 726 | 49.82 742 | 2.38 650 | 2.79 692 | 2.31 660 | 2.83 678 | 8.35 683 | 9.99 703 |
|
| RTS |  | 30.97 715 | 24.38 720 | 96.47 779 | 17.75 690 | 12.63 700 | 58.43 738 | 26.47 715 | 38.01 670 | 63.33 743 | 44.41 711 | 46.81 693 | 33.16 646 | 45.26 723 | 52.06 736 | 42.65 724 | 2.66 656 | 1.40 633 | 1.09 624 | 1.02 634 | 5.49 665 | 5.86 661 |
|
| RTSA |  | 30.97 715 | 24.38 720 | 96.47 779 | 17.75 690 | 12.63 700 | 58.43 738 | 26.47 715 | 38.01 670 | 63.33 743 | 44.41 711 | 46.81 693 | 33.16 646 | 45.26 723 | 52.06 736 | 42.65 724 | 2.66 656 | 1.40 633 | 1.09 624 | 1.02 634 | 5.49 665 | 5.86 661 |
|
| MSMD_ROB |  | 23.50 684 | 10.55 654 | 15.65 563 | 17.87 692 | 10.07 680 | 35.58 691 | 19.04 686 | 34.53 632 | 37.81 632 | 41.55 704 | 60.11 730 | 46.01 707 | 39.81 711 | 32.74 678 | 24.92 643 | 6.86 700 | 3.63 703 | 8.92 708 | 11.16 726 | 7.21 675 | 5.99 663 |
|
| TARStereo |  | 35.88 727 | 8.27 640 | 55.15 718 | 18.27 693 | 14.38 708 | 62.84 743 | 34.84 735 | 55.27 740 | 73.51 761 | 60.72 741 | 70.46 755 | 70.92 755 | 59.64 750 | 43.48 722 | 38.94 711 | 6.61 695 | 3.80 705 | 5.22 684 | 5.64 703 | 12.83 707 | 16.77 723 |
|
| PWCDC_ROB |   | 18.66 644 | 11.24 662 | 21.32 627 | 18.82 694 | 8.08 653 | 25.75 639 | 6.94 522 | 35.08 638 | 53.33 710 | 30.37 658 | 49.70 703 | 20.87 534 | 21.63 636 | 31.05 673 | 22.39 619 | 6.94 701 | 0.28 285 | 0.10 436 | 0.06 270 | 5.98 671 | 3.22 619 |
|
| RGC |  | 20.62 662 | 14.30 683 | 21.99 633 | 18.85 695 | 14.53 709 | 21.42 606 | 14.82 650 | 36.00 650 | 44.32 670 | 28.54 644 | 41.82 666 | 40.12 685 | 29.43 673 | 35.44 687 | 23.33 626 | 4.12 676 | 0.72 416 | 8.80 707 | 4.39 693 | 4.55 654 | 4.84 649 |
|
| FC-DCNN |   | 25.07 693 | 12.06 672 | 20.30 619 | 19.06 696 | 9.41 674 | 38.40 700 | 23.46 704 | 41.37 692 | 44.07 669 | 46.76 717 | 53.99 718 | 50.49 719 | 39.32 707 | 36.43 694 | 29.46 676 | 7.40 703 | 3.39 699 | 6.15 688 | 5.01 697 | 8.05 681 | 6.83 675 |
|
| FC-DCNN v2 |   | 25.13 694 | 12.03 670 | 19.82 614 | 19.08 697 | 9.43 675 | 38.89 704 | 23.42 701 | 41.85 696 | 44.02 668 | 46.96 718 | 54.51 720 | 50.70 720 | 39.69 710 | 36.34 691 | 29.25 675 | 7.36 702 | 3.39 699 | 6.17 689 | 5.02 698 | 8.00 680 | 6.71 673 |
|
| DStereoFS |  | 28.34 709 | 22.11 715 | 31.39 665 | 19.66 698 | 13.66 707 | 31.81 677 | 16.21 661 | 51.57 730 | 48.70 690 | 36.67 691 | 45.44 687 | 37.43 671 | 42.50 719 | 52.87 740 | 35.33 698 | 9.14 710 | 7.23 725 | 16.25 720 | 9.82 721 | 19.63 725 | 19.47 731 |
|
| LSM |  | 30.92 714 | 21.18 712 | 57.13 727 | 19.98 699 | 54.02 751 | 33.70 685 | 25.92 714 | 43.87 706 | 49.18 692 | 46.43 716 | 55.59 723 | 43.44 698 | 36.70 701 | 36.70 696 | 28.75 669 | 2.94 659 | 9.77 731 | 5.07 683 | 8.20 715 | 10.77 697 | 29.00 737 |
|
| Syn2CoEx |  | 17.68 632 | 11.86 668 | 28.39 654 | 20.88 700 | 8.24 657 | 25.66 638 | 12.35 624 | 37.57 667 | 33.60 598 | 29.57 649 | 39.80 654 | 30.02 617 | 28.00 665 | 19.91 583 | 18.91 600 | 1.14 610 | 0.53 360 | 1.23 638 | 0.46 566 | 1.97 599 | 3.61 626 |
|
| GASNet |  | 17.87 634 | 20.62 710 | 32.66 671 | 21.17 701 | 9.48 676 | 16.26 541 | 9.15 569 | 45.00 713 | 40.55 648 | 26.16 621 | 24.34 474 | 33.05 643 | 15.45 556 | 29.82 666 | 18.15 593 | 3.79 674 | 0.28 285 | 1.87 651 | 0.51 581 | 7.06 674 | 1.97 495 |
|
| DeepPrunerF |  | 20.61 659 | 12.13 673 | 46.35 700 | 21.53 702 | 17.78 721 | 19.41 589 | 23.64 705 | 37.23 666 | 50.61 699 | 26.20 622 | 37.72 635 | 24.90 579 | 25.02 649 | 24.63 637 | 23.53 628 | 3.13 665 | 1.65 657 | 5.69 687 | 4.09 688 | 3.64 642 | 3.34 623 |
|
| UDG |  | 22.21 674 | 15.90 694 | 16.41 573 | 21.71 703 | 20.17 725 | 32.51 679 | 13.78 641 | 36.62 658 | 35.77 620 | 26.64 627 | 31.43 566 | 37.49 672 | 32.33 690 | 22.77 624 | 21.19 615 | 11.08 719 | 5.60 718 | 23.12 730 | 7.74 711 | 17.07 720 | 14.89 720 |
|
| CSAN |  | 22.36 676 | 11.11 660 | 26.06 648 | 21.79 704 | 5.59 569 | 34.55 687 | 36.54 736 | 40.04 685 | 50.84 703 | 37.47 694 | 40.31 656 | 45.09 704 | 33.07 692 | 27.44 653 | 25.80 651 | 1.60 632 | 0.75 428 | 1.08 623 | 1.80 664 | 2.89 621 | 3.36 624 |
|
| ELAS |   | 34.78 723 | 20.32 707 | 38.13 682 | 21.79 704 | 14.89 711 | 57.95 737 | 37.04 737 | 51.15 728 | 51.19 707 | 60.95 743 | 64.42 738 | 59.08 731 | 54.44 738 | 51.53 734 | 46.26 732 | 12.00 723 | 7.83 727 | 10.46 711 | 8.04 712 | 14.42 711 | 13.71 716 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| MFN_U_SF_RVC |  | 28.91 710 | 15.44 690 | 55.12 717 | 22.00 706 | 8.49 661 | 41.39 711 | 15.36 654 | 52.74 735 | 46.70 683 | 47.83 719 | 53.87 716 | 54.97 726 | 40.50 714 | 39.54 711 | 40.77 716 | 6.09 692 | 4.92 715 | 7.08 698 | 9.02 718 | 7.68 678 | 8.69 692 |
|
| MANE |  | 33.27 720 | 12.69 677 | 21.10 626 | 22.10 707 | 15.09 713 | 49.75 721 | 29.51 724 | 54.10 739 | 56.36 723 | 59.73 739 | 64.93 741 | 65.43 744 | 57.34 747 | 52.70 739 | 41.02 717 | 10.52 715 | 6.09 720 | 7.35 701 | 20.29 737 | 9.66 690 | 9.65 700 |
|
| Selective-IGEV-i16pa |  | 56.56 748 | 60.67 749 | 69.19 749 | 22.34 708 | 15.26 714 | 97.11 782 | 30.72 727 | 86.87 780 | 94.61 784 | 85.93 777 | 93.32 780 | 82.19 767 | 75.10 766 | 96.78 787 | 79.88 779 | 31.52 739 | 14.19 736 | 17.22 722 | 8.27 716 | 17.02 719 | 52.98 752 |
|
| ELAS_RVC |   | 34.88 724 | 20.50 708 | 37.14 681 | 22.37 709 | 15.07 712 | 54.02 729 | 38.42 739 | 50.06 724 | 56.72 725 | 61.86 748 | 63.52 734 | 58.79 730 | 54.60 739 | 54.13 742 | 43.99 730 | 12.20 724 | 7.90 728 | 10.75 714 | 7.65 710 | 14.42 711 | 13.42 715 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| XQC |  | 25.15 695 | 18.26 702 | 52.31 708 | 22.53 710 | 12.15 695 | 37.47 698 | 21.78 694 | 38.74 676 | 55.51 719 | 32.40 671 | 30.75 557 | 38.36 675 | 30.19 680 | 38.28 703 | 41.25 718 | 4.61 680 | 1.44 643 | 2.77 671 | 2.26 672 | 12.52 705 | 9.49 698 |
|
| PASM |  | 29.37 711 | 19.17 703 | 50.43 707 | 23.55 711 | 23.15 731 | 27.62 654 | 27.82 719 | 35.90 646 | 50.76 701 | 35.98 688 | 40.55 658 | 47.26 712 | 34.98 695 | 35.28 685 | 38.72 709 | 12.58 727 | 15.96 738 | 17.57 724 | 22.46 738 | 13.71 710 | 13.92 717 |
|
| DStereoSA |  | 27.51 706 | 16.95 696 | 39.62 686 | 24.04 712 | 14.80 710 | 30.48 670 | 23.73 706 | 50.41 726 | 60.07 736 | 27.79 639 | 38.11 641 | 30.59 624 | 39.26 705 | 39.62 712 | 28.37 666 | 8.40 707 | 8.74 730 | 15.41 719 | 11.82 728 | 23.60 730 | 18.34 727 |
|
| NCCL2 |  | 17.94 636 | 7.94 636 | 16.87 580 | 24.07 713 | 7.60 638 | 24.52 628 | 17.08 672 | 35.42 643 | 26.65 531 | 32.01 667 | 38.57 644 | 41.96 696 | 27.61 663 | 22.24 622 | 24.43 639 | 0.65 526 | 0.33 301 | 2.64 668 | 2.13 670 | 2.28 611 | 3.86 636 |
|
| DDUNet |  | 23.49 683 | 20.59 709 | 17.13 583 | 24.58 714 | 22.45 729 | 24.86 630 | 17.96 680 | 31.42 589 | 31.06 571 | 29.59 650 | 37.81 637 | 37.85 674 | 26.39 657 | 25.77 644 | 18.74 599 | 18.99 731 | 8.10 729 | 26.65 735 | 11.80 727 | 19.41 724 | 18.58 728 |
|
| GANetREF_RVC |   | 26.12 703 | 30.35 727 | 27.03 649 | 26.08 715 | 6.28 611 | 31.16 674 | 37.25 738 | 48.48 721 | 50.90 704 | 37.30 692 | 36.39 629 | 34.11 654 | 30.98 682 | 38.51 706 | 28.38 667 | 9.08 709 | 2.68 689 | 16.48 721 | 5.42 702 | 16.24 718 | 9.34 697 |
| 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 |
| MFN_U_SF_DS_RVC |  | 24.71 690 | 14.86 687 | 32.18 668 | 26.47 716 | 10.48 684 | 40.27 709 | 22.83 697 | 36.88 663 | 44.51 672 | 42.59 706 | 47.13 697 | 40.20 686 | 28.00 665 | 36.70 696 | 28.36 665 | 4.23 678 | 4.00 709 | 6.73 696 | 16.35 734 | 5.05 659 | 6.34 667 |
|
| SQANet |  | 22.07 673 | 25.29 722 | 21.78 631 | 26.81 717 | 18.92 724 | 30.75 672 | 10.25 593 | 33.47 619 | 30.10 560 | 25.73 614 | 34.31 614 | 33.45 649 | 19.94 621 | 29.16 663 | 20.03 608 | 11.68 721 | 3.08 695 | 26.95 736 | 5.80 704 | 20.97 727 | 12.99 713 |
|
| fsdfsdds |  | 36.92 732 | 15.83 693 | 62.00 735 | 26.93 718 | 12.36 698 | 50.64 724 | 26.84 718 | 52.54 734 | 66.30 750 | 59.31 736 | 70.80 756 | 71.87 756 | 67.77 754 | 39.48 710 | 49.07 741 | 6.69 696 | 5.68 719 | 19.02 725 | 10.00 723 | 10.69 696 | 14.64 719 |
|
| PVD |  | 34.10 722 | 19.91 705 | 39.04 683 | 27.08 719 | 18.09 722 | 35.11 689 | 44.32 746 | 52.16 732 | 66.36 751 | 53.04 727 | 64.50 739 | 52.33 724 | 56.17 743 | 52.24 738 | 42.11 721 | 4.17 677 | 4.82 714 | 9.60 709 | 4.65 695 | 11.11 702 | 25.25 735 |
|
| UHP |  | 42.58 739 | 20.70 711 | 61.46 734 | 27.80 720 | 13.18 703 | 71.87 755 | 34.32 734 | 59.78 746 | 76.11 764 | 75.06 763 | 79.45 765 | 82.41 768 | 71.61 759 | 62.40 748 | 54.60 748 | 8.21 706 | 3.24 698 | 8.40 706 | 4.59 694 | 20.43 726 | 16.02 722 |
|
| 1111 |  | 36.51 729 | 17.05 697 | 55.15 718 | 27.93 721 | 13.49 706 | 63.04 744 | 41.41 741 | 51.17 729 | 69.08 757 | 56.80 731 | 60.36 731 | 60.17 734 | 62.49 752 | 60.90 746 | 43.51 729 | 5.69 690 | 3.82 706 | 7.54 704 | 4.20 692 | 13.19 708 | 13.24 714 |
|
| BEATNet-Init1 |  | 36.29 728 | 22.72 717 | 56.79 724 | 28.53 722 | 13.41 705 | 59.81 741 | 33.49 730 | 53.72 738 | 58.64 732 | 60.78 742 | 63.63 735 | 70.42 752 | 56.59 745 | 53.93 741 | 46.48 734 | 5.63 688 | 4.14 710 | 7.49 702 | 7.45 706 | 11.35 703 | 10.88 708 |
|
| FCDSN-DC |  | 26.18 704 | 15.77 692 | 20.36 620 | 28.79 723 | 15.78 715 | 40.13 708 | 19.12 687 | 43.57 705 | 42.59 659 | 44.78 713 | 52.51 711 | 50.73 721 | 40.32 713 | 35.32 686 | 28.55 668 | 6.41 694 | 3.61 702 | 7.11 699 | 6.54 705 | 10.58 694 | 10.93 709 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| PDISCO_ROB |  | 25.35 698 | 10.44 652 | 31.01 664 | 29.47 724 | 20.36 726 | 38.32 699 | 17.74 678 | 45.56 715 | 55.34 717 | 29.88 653 | 42.94 673 | 46.63 709 | 29.76 676 | 36.23 690 | 31.29 685 | 10.74 716 | 2.20 682 | 6.96 697 | 3.53 683 | 9.98 693 | 8.52 691 |
|
| nnnnnnn |  | 38.12 735 | 20.26 706 | 53.39 710 | 30.27 725 | 23.22 732 | 50.71 725 | 30.59 726 | 52.87 736 | 64.49 747 | 57.69 732 | 58.68 727 | 61.73 738 | 55.14 741 | 47.65 727 | 46.69 736 | 12.87 728 | 11.73 733 | 21.87 729 | 18.79 736 | 24.19 732 | 19.57 732 |
|
| DispFullNet |  | 31.01 717 | 32.97 729 | 59.04 731 | 30.27 725 | 28.46 734 | 33.06 682 | 11.44 614 | 37.69 668 | 54.13 711 | 33.30 676 | 37.78 636 | 44.68 702 | 28.96 670 | 42.19 720 | 29.68 679 | 12.35 725 | 3.56 701 | 36.10 741 | 12.90 730 | 32.29 738 | 19.42 730 |
|
| Selective-IGEV-i1pa |  | 57.38 749 | 73.68 760 | 57.99 729 | 30.52 727 | 16.00 717 | 94.78 779 | 47.32 747 | 81.01 777 | 87.35 776 | 88.30 780 | 87.25 777 | 74.22 758 | 69.27 756 | 94.79 785 | 75.11 773 | 45.36 748 | 27.45 750 | 26.50 734 | 13.85 731 | 21.66 729 | 35.12 741 |
|
| mmmmmm |  | 36.77 730 | 22.66 716 | 45.95 699 | 32.95 728 | 12.80 702 | 55.89 731 | 42.93 743 | 51.78 731 | 62.09 740 | 52.97 726 | 62.76 733 | 61.60 737 | 55.26 742 | 50.59 732 | 43.41 728 | 7.96 705 | 7.24 726 | 21.71 728 | 16.90 735 | 19.03 723 | 9.01 694 |
|
| Consistency-Raft |  | 41.94 736 | 35.39 732 | 45.40 698 | 33.16 729 | 41.47 744 | 45.14 717 | 33.50 731 | 56.78 744 | 55.37 718 | 32.11 668 | 65.41 742 | 30.46 623 | 49.76 733 | 40.94 717 | 48.33 740 | 27.72 738 | 35.00 751 | 43.33 743 | 51.89 755 | 39.60 740 | 28.04 736 |
|
| MonStereo1 |  | 46.09 741 | 34.58 731 | 56.32 722 | 34.09 730 | 32.26 737 | 43.96 715 | 18.17 682 | 50.50 727 | 57.55 728 | 51.51 724 | 64.67 740 | 70.37 751 | 54.67 740 | 50.74 733 | 54.45 747 | 54.81 753 | 15.31 737 | 55.16 750 | 36.55 746 | 43.82 742 | 42.26 747 |
|
| PSMNet-RUCA |  | 24.65 689 | 28.24 726 | 42.85 693 | 35.58 731 | 34.48 738 | 16.04 531 | 11.34 612 | 40.36 687 | 31.70 577 | 31.88 664 | 41.00 660 | 37.50 673 | 25.41 650 | 29.19 664 | 17.07 585 | 12.35 725 | 2.12 676 | 20.72 726 | 8.27 716 | 17.19 721 | 9.64 699 |
|
| NVStereoNet_ROB |  | 42.81 740 | 34.00 730 | 46.84 701 | 37.40 732 | 28.64 735 | 35.65 692 | 33.88 733 | 49.95 723 | 58.27 730 | 69.65 756 | 75.69 761 | 66.36 746 | 65.66 753 | 48.37 728 | 62.04 756 | 16.50 729 | 25.07 746 | 23.61 732 | 32.35 743 | 21.58 728 | 24.72 734 |
| Nikolai Smolyanskiy, Alexey Kamenev, Stan Birchfield: On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach. Arxiv |
| MSC_U_SF_DS_RVC |  | 37.85 734 | 35.62 733 | 55.10 716 | 38.16 733 | 13.19 704 | 57.63 735 | 24.72 711 | 52.87 736 | 63.40 745 | 66.39 753 | 63.74 736 | 58.16 728 | 54.28 737 | 51.56 735 | 47.39 737 | 9.36 712 | 5.44 717 | 14.82 718 | 15.34 733 | 18.80 722 | 11.04 711 |
|
| 2222 |  | 31.66 719 | 14.54 684 | 33.52 672 | 40.22 734 | 9.08 672 | 75.72 759 | 89.59 772 | 44.95 712 | 43.23 664 | 35.59 686 | 51.51 706 | 48.50 717 | 39.33 708 | 36.19 689 | 33.60 692 | 9.32 711 | 1.80 662 | 10.65 713 | 1.62 660 | 10.59 695 | 3.74 634 |
|
| otaku |  | 33.83 721 | 36.87 735 | 53.81 711 | 40.41 735 | 21.58 727 | 54.54 730 | 17.45 675 | 44.01 709 | 61.47 738 | 39.63 698 | 50.06 705 | 46.76 710 | 29.76 676 | 40.64 715 | 30.07 681 | 19.17 732 | 7.09 724 | 32.34 739 | 9.92 722 | 24.17 731 | 16.94 724 |
|
| SGM+DAISY |  | 55.54 746 | 57.77 744 | 64.45 739 | 40.89 736 | 53.89 749 | 63.34 746 | 50.45 749 | 56.00 742 | 45.95 679 | 61.43 746 | 64.32 737 | 61.05 735 | 56.70 746 | 61.32 747 | 56.86 750 | 56.51 761 | 49.35 763 | 50.49 745 | 50.00 752 | 52.52 747 | 57.57 756 |
|
| anonymity |  | 52.60 743 | 58.73 745 | 63.81 736 | 41.37 737 | 59.41 755 | 53.52 727 | 41.39 740 | 56.50 743 | 40.60 649 | 55.03 729 | 49.64 701 | 49.57 718 | 56.22 744 | 59.42 744 | 50.07 743 | 55.57 754 | 50.19 765 | 51.15 746 | 51.23 753 | 51.90 746 | 56.75 755 |
|
| ACVNet-4b |  | 36.91 731 | 52.81 743 | 57.04 725 | 42.64 738 | 22.08 728 | 48.32 720 | 14.64 649 | 50.28 725 | 59.78 735 | 43.17 708 | 46.34 690 | 55.50 727 | 24.49 643 | 39.03 708 | 23.55 629 | 25.75 737 | 3.76 704 | 47.36 744 | 33.76 745 | 28.62 735 | 19.22 729 |
|
| Ntro |  | 35.59 726 | 38.58 736 | 55.41 720 | 43.66 739 | 22.54 730 | 57.26 732 | 23.73 706 | 47.69 720 | 63.99 746 | 39.63 698 | 48.82 699 | 47.68 714 | 37.60 704 | 41.55 718 | 30.80 684 | 17.85 730 | 6.61 722 | 33.21 740 | 10.52 725 | 26.65 733 | 17.97 726 |
|
| SPS-STEREO |   | 56.02 747 | 59.82 748 | 64.35 738 | 45.23 740 | 53.96 750 | 61.34 742 | 44.05 745 | 60.08 747 | 50.73 700 | 62.61 749 | 61.78 732 | 59.73 733 | 57.62 748 | 60.63 745 | 59.08 751 | 58.29 762 | 48.28 760 | 51.30 747 | 49.29 751 | 55.67 751 | 56.59 754 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| ACVNet_1 |  | 42.11 737 | 50.66 740 | 66.19 742 | 45.24 741 | 25.33 733 | 50.11 722 | 25.60 713 | 55.90 741 | 65.25 748 | 60.15 740 | 59.98 729 | 63.57 741 | 50.05 734 | 50.45 731 | 38.46 707 | 20.06 733 | 11.00 732 | 38.79 742 | 14.48 732 | 31.31 737 | 19.68 733 |
|
| JetBlue |  | 54.72 745 | 46.20 739 | 75.05 754 | 51.44 742 | 47.85 745 | 76.48 762 | 62.38 756 | 64.44 750 | 62.86 742 | 63.67 751 | 65.49 743 | 78.96 762 | 68.77 755 | 68.63 753 | 75.95 775 | 37.07 741 | 25.78 748 | 29.10 738 | 29.19 742 | 29.75 736 | 35.27 742 |
|
| MFMNet_re |  | 72.11 759 | 79.45 766 | 64.79 740 | 52.91 743 | 84.26 770 | 78.00 765 | 69.47 761 | 64.08 749 | 67.45 755 | 61.33 745 | 71.28 757 | 64.22 742 | 69.42 757 | 72.45 758 | 61.54 753 | 81.63 776 | 73.93 778 | 80.19 762 | 74.21 764 | 83.02 772 | 88.49 778 |
|
| light-stereo |  | 42.25 738 | 30.78 728 | 57.20 728 | 55.59 744 | 50.18 746 | 38.55 703 | 18.93 685 | 47.48 719 | 51.14 706 | 53.98 728 | 55.09 721 | 62.87 740 | 36.58 700 | 49.46 729 | 34.56 695 | 35.07 740 | 27.20 749 | 21.05 727 | 28.93 741 | 47.11 744 | 43.17 749 |
|
| SAMSARA |  | 35.29 725 | 19.78 704 | 33.90 674 | 55.86 745 | 36.15 739 | 76.79 763 | 94.89 782 | 49.29 722 | 51.59 709 | 38.15 696 | 37.83 638 | 53.71 725 | 39.29 706 | 40.56 714 | 40.41 715 | 4.02 675 | 6.72 723 | 2.35 663 | 4.12 689 | 9.70 691 | 10.76 707 |
|
| RainbowNet |  | 51.77 742 | 63.10 752 | 65.03 741 | 60.15 746 | 39.21 743 | 59.39 740 | 31.46 728 | 57.61 745 | 78.49 768 | 50.61 721 | 66.05 745 | 59.57 732 | 45.26 723 | 50.17 730 | 42.57 722 | 46.92 749 | 45.90 759 | 53.26 748 | 32.46 744 | 54.03 750 | 34.14 740 |
|
| IMH-64-1 |  | 59.89 751 | 58.89 746 | 69.08 746 | 66.46 747 | 50.96 747 | 57.48 733 | 51.18 750 | 69.03 757 | 67.25 752 | 67.90 754 | 80.31 767 | 70.42 752 | 74.30 763 | 72.66 761 | 50.07 743 | 42.88 745 | 43.00 756 | 65.88 752 | 47.48 748 | 53.41 748 | 39.15 743 |
|
| IMH-64 |  | 59.89 751 | 58.89 746 | 69.08 746 | 66.46 747 | 50.96 747 | 57.48 733 | 51.18 750 | 69.03 757 | 67.25 752 | 67.90 754 | 80.31 767 | 70.42 752 | 74.30 763 | 72.66 761 | 50.07 743 | 42.88 745 | 43.00 756 | 65.88 752 | 47.48 748 | 53.41 748 | 39.15 743 |
|
| ACVNet_2 |  | 58.13 750 | 62.74 751 | 73.58 753 | 66.59 749 | 38.77 742 | 63.23 745 | 49.56 748 | 72.12 766 | 82.24 772 | 79.37 770 | 88.96 779 | 76.25 759 | 73.29 762 | 55.14 743 | 48.05 738 | 38.17 742 | 24.21 745 | 54.92 749 | 37.94 747 | 48.23 745 | 29.29 738 |
|
| MADNet+ |  | 53.97 744 | 69.36 755 | 98.79 786 | 67.30 750 | 38.52 741 | 79.97 767 | 81.50 770 | 61.38 748 | 62.53 741 | 52.01 725 | 55.50 722 | 61.22 736 | 59.61 749 | 70.25 755 | 77.26 776 | 25.21 736 | 25.07 746 | 17.40 723 | 12.69 729 | 34.21 739 | 29.70 739 |
|
| IMH |  | 63.51 753 | 61.05 750 | 69.15 748 | 69.90 751 | 54.09 752 | 65.82 750 | 55.66 752 | 72.12 766 | 72.52 759 | 72.73 759 | 81.82 769 | 73.16 757 | 79.86 769 | 77.03 766 | 52.57 746 | 44.46 747 | 50.01 764 | 68.11 754 | 51.57 754 | 56.59 752 | 41.88 746 |
|
| JetRed |  | 79.80 776 | 80.33 770 | 91.79 775 | 71.25 752 | 75.71 769 | 91.85 771 | 80.84 769 | 79.41 776 | 80.84 770 | 84.48 776 | 84.47 772 | 83.34 770 | 72.72 761 | 79.51 768 | 85.74 782 | 69.66 767 | 81.68 779 | 73.70 757 | 72.68 760 | 82.42 771 | 73.53 769 |
|
| UNDER WATER-64 |  | 73.59 763 | 75.19 762 | 88.26 772 | 74.50 753 | 55.55 753 | 78.94 766 | 76.55 767 | 65.86 751 | 68.37 756 | 75.79 765 | 69.24 754 | 84.00 772 | 77.49 768 | 69.01 754 | 73.11 769 | 81.39 775 | 57.22 770 | 82.69 767 | 80.62 768 | 69.53 757 | 68.45 765 |
|
| LVE |  | 71.96 758 | 73.19 758 | 84.13 764 | 75.60 754 | 55.78 754 | 75.59 758 | 63.60 757 | 77.67 772 | 83.64 773 | 82.16 771 | 87.25 777 | 83.54 771 | 82.79 774 | 76.17 764 | 65.22 759 | 49.11 752 | 57.71 771 | 74.86 758 | 62.93 756 | 66.84 755 | 61.36 758 |
|
| TorneroNet-64 |  | 66.18 754 | 71.37 757 | 72.19 752 | 76.80 755 | 59.54 756 | 67.82 751 | 59.56 753 | 67.83 755 | 79.98 769 | 63.09 750 | 67.00 748 | 82.98 769 | 69.97 758 | 68.02 750 | 62.78 757 | 49.03 751 | 44.17 758 | 73.23 756 | 64.19 757 | 69.14 756 | 54.83 753 |
|
| DPSimNet_ROB |  | 74.86 767 | 83.75 772 | 61.14 733 | 77.51 756 | 65.78 761 | 76.04 761 | 75.86 766 | 74.62 770 | 77.61 766 | 82.20 772 | 75.97 762 | 80.50 766 | 72.45 760 | 68.06 751 | 84.65 781 | 81.90 777 | 52.11 766 | 79.97 761 | 76.71 767 | 70.85 759 | 79.47 771 |
|
| LRCNet_RVC |  | 73.95 764 | 70.63 756 | 75.65 755 | 77.92 757 | 60.69 758 | 41.66 712 | 16.24 662 | 71.26 764 | 48.66 689 | 88.23 779 | 93.84 782 | 90.11 780 | 82.18 772 | 80.69 771 | 61.88 754 | 97.09 788 | 72.20 777 | 96.71 787 | 97.62 788 | 77.99 768 | 77.70 770 |
|
| HanzoNet |  | 77.99 775 | 81.45 771 | 83.64 762 | 78.05 758 | 69.26 764 | 75.78 760 | 69.09 760 | 73.99 769 | 78.09 767 | 82.39 773 | 83.06 770 | 85.66 777 | 87.00 781 | 86.11 780 | 74.40 771 | 85.46 781 | 68.53 775 | 81.84 765 | 75.61 766 | 73.07 764 | 67.26 764 |
|
| notaker |  | 72.59 761 | 79.99 768 | 79.75 760 | 79.06 759 | 68.60 763 | 63.66 747 | 62.15 755 | 69.61 762 | 75.78 763 | 77.77 767 | 79.16 764 | 79.92 765 | 84.80 778 | 77.69 767 | 59.73 752 | 70.15 768 | 61.03 772 | 77.65 759 | 68.69 759 | 70.81 758 | 65.81 763 |
|
| WAO-7 |  | 72.48 760 | 78.58 763 | 55.84 721 | 79.20 760 | 69.56 765 | 71.30 753 | 73.06 765 | 78.20 775 | 84.37 774 | 77.52 766 | 85.78 773 | 79.44 764 | 80.26 770 | 65.93 749 | 66.47 760 | 62.13 764 | 69.81 776 | 70.46 755 | 73.18 761 | 66.66 753 | 61.95 759 |
|
| ktn |  | 72.86 762 | 80.20 769 | 70.88 750 | 79.38 761 | 69.76 766 | 75.01 756 | 70.17 764 | 69.27 759 | 77.21 765 | 73.05 760 | 77.79 763 | 77.79 760 | 77.01 767 | 73.04 763 | 56.44 749 | 79.36 771 | 66.31 773 | 80.24 763 | 68.37 758 | 72.53 763 | 63.45 760 |
|
| WAO-6 |  | 71.06 756 | 73.42 759 | 67.24 743 | 79.78 762 | 61.93 759 | 69.67 752 | 60.23 754 | 75.12 771 | 87.02 775 | 74.87 762 | 79.60 766 | 79.28 763 | 84.75 777 | 68.25 752 | 61.91 755 | 67.67 765 | 48.98 762 | 81.65 764 | 73.43 762 | 66.76 754 | 59.64 757 |
|
| PWCK |  | 66.53 755 | 88.82 774 | 80.30 761 | 80.69 763 | 30.85 736 | 65.18 749 | 41.64 742 | 72.55 768 | 71.28 758 | 78.68 769 | 69.18 753 | 78.14 761 | 62.17 751 | 82.93 775 | 63.46 758 | 80.46 773 | 40.52 755 | 82.05 766 | 47.71 750 | 74.54 766 | 39.47 745 |
|
| TorneroNet |  | 71.59 757 | 73.91 761 | 76.67 757 | 81.06 764 | 65.65 760 | 71.44 754 | 65.68 758 | 71.66 765 | 75.08 762 | 71.76 758 | 73.09 760 | 84.12 773 | 74.51 765 | 70.46 756 | 69.58 761 | 59.87 763 | 48.58 761 | 79.93 760 | 73.78 763 | 75.74 767 | 69.18 766 |
|
| UNDER WATER |  | 76.36 771 | 79.65 767 | 88.23 771 | 84.62 765 | 67.01 762 | 77.90 764 | 78.03 768 | 67.43 754 | 72.64 760 | 75.52 764 | 71.49 759 | 85.52 774 | 82.57 773 | 70.68 757 | 75.48 774 | 79.61 772 | 54.01 767 | 86.59 778 | 84.76 777 | 72.44 762 | 72.94 768 |
|
| RSGM-EC |  | 88.05 778 | 67.56 753 | 54.72 713 | 84.76 766 | 87.14 771 | 94.31 774 | 92.47 774 | 94.54 784 | 98.04 785 | 95.58 785 | 98.08 786 | 85.88 778 | 83.46 775 | 79.65 769 | 79.54 777 | 95.39 785 | 97.60 785 | 91.56 783 | 95.03 785 | 94.55 781 | 91.16 783 |
|
| acva |  | 88.05 778 | 67.56 753 | 54.72 713 | 84.76 766 | 87.14 771 | 94.31 774 | 92.47 774 | 94.54 784 | 98.04 785 | 95.58 785 | 98.08 786 | 85.88 778 | 83.46 775 | 79.65 769 | 79.54 777 | 95.39 785 | 97.60 785 | 91.56 783 | 95.03 785 | 94.55 781 | 91.16 783 |
|
| Dean |  | 80.94 777 | 86.19 773 | 83.94 763 | 85.03 768 | 60.07 757 | 75.42 757 | 67.27 759 | 81.85 778 | 88.36 777 | 92.35 781 | 87.09 776 | 92.14 782 | 93.19 783 | 83.37 776 | 74.06 770 | 68.69 766 | 66.48 774 | 94.89 786 | 84.90 778 | 83.86 773 | 69.69 767 |
|
| WAO-8 |  | 77.20 773 | 78.94 764 | 67.39 744 | 86.73 769 | 72.82 767 | 79.98 768 | 69.63 762 | 77.88 773 | 88.66 778 | 83.17 774 | 86.77 774 | 85.56 775 | 85.20 779 | 72.63 759 | 69.82 762 | 75.00 769 | 55.65 768 | 87.92 781 | 83.63 775 | 71.60 760 | 64.97 761 |
|
| Venus |  | 77.20 773 | 78.94 764 | 67.39 744 | 86.73 769 | 72.82 767 | 79.98 768 | 69.63 762 | 77.88 773 | 88.66 778 | 83.17 774 | 86.77 774 | 85.56 775 | 85.20 779 | 72.63 759 | 69.82 762 | 75.00 769 | 55.65 768 | 87.92 781 | 83.63 775 | 71.61 761 | 64.97 761 |
|
| xxxxx1 |  | 91.89 782 | 95.36 784 | 98.42 783 | 87.40 771 | 89.37 773 | 98.54 784 | 98.20 787 | 92.95 781 | 93.30 781 | 93.53 782 | 95.30 783 | 97.01 784 | 96.36 784 | 94.68 782 | 94.93 783 | 83.39 778 | 84.31 780 | 82.86 768 | 88.15 781 | 84.30 774 | 89.46 780 |
|
| tt_ll |  | 91.89 782 | 95.36 784 | 98.42 783 | 87.40 771 | 89.37 773 | 98.54 784 | 98.20 787 | 92.95 781 | 93.30 781 | 93.53 782 | 95.30 783 | 97.01 784 | 96.36 784 | 94.68 782 | 94.93 783 | 83.39 778 | 84.31 780 | 82.86 768 | 88.15 781 | 84.30 774 | 89.46 780 |
|
| ff |  | 91.89 782 | 95.36 784 | 98.42 783 | 87.40 771 | 89.37 773 | 98.54 784 | 98.20 787 | 92.95 781 | 93.30 781 | 93.53 782 | 95.30 783 | 97.01 784 | 96.36 784 | 94.68 782 | 94.93 783 | 83.39 778 | 84.31 780 | 82.86 768 | 88.15 781 | 84.30 774 | 89.46 780 |
|
| USTest |  | 93.46 785 | 90.54 777 | 77.93 759 | 88.02 774 | 92.66 777 | 99.95 791 | 99.98 791 | 99.76 791 | 99.80 789 | 99.20 790 | 99.52 790 | 98.00 787 | 99.17 789 | 89.23 781 | 99.32 790 | 90.19 782 | 98.20 787 | 84.23 777 | 87.33 780 | 84.55 777 | 91.69 785 |
|
| GCST |   | 37.71 733 | 41.51 738 | 27.28 650 | 92.08 775 | 36.49 740 | 24.16 625 | 0.99 143 | 26.00 505 | 20.14 448 | 26.34 624 | 15.80 352 | 19.97 526 | 4.67 267 | 17.54 554 | 5.83 401 | 80.93 774 | 35.32 752 | 87.67 780 | 74.76 765 | 73.87 765 | 42.93 748 |
|
| KSHMR |  | 88.63 780 | 93.05 782 | 84.15 765 | 95.59 776 | 91.74 776 | 82.94 770 | 83.28 771 | 84.59 779 | 81.87 771 | 87.85 778 | 83.96 771 | 91.71 781 | 81.49 771 | 76.73 765 | 82.12 780 | 96.47 787 | 96.06 784 | 96.71 787 | 97.16 787 | 92.74 779 | 92.47 786 |
|
| MADNet++ |  | 94.07 786 | 93.58 783 | 90.62 774 | 96.24 777 | 96.57 778 | 97.26 783 | 90.52 773 | 94.64 786 | 91.89 780 | 97.09 787 | 93.64 781 | 94.65 783 | 92.81 782 | 96.06 786 | 95.06 786 | 95.31 784 | 95.85 783 | 92.44 785 | 92.08 784 | 91.00 778 | 94.17 788 |
|
| TCMNet-wrong-test |  | 76.88 772 | 91.55 778 | 89.69 773 | 97.65 778 | 97.33 784 | 94.96 780 | 92.79 776 | 70.14 763 | 66.18 749 | 63.79 752 | 71.43 758 | 65.35 743 | 51.30 736 | 85.36 779 | 74.52 772 | 56.30 760 | 20.24 739 | 82.94 771 | 82.30 769 | 95.20 788 | 88.51 779 |
|
| zzzz4 |  | 74.87 768 | 91.63 779 | 85.87 768 | 97.67 779 | 97.19 781 | 94.29 772 | 92.99 780 | 69.50 761 | 47.74 686 | 59.43 738 | 67.14 749 | 67.04 747 | 45.82 728 | 82.16 774 | 71.81 765 | 55.91 756 | 22.27 742 | 83.61 772 | 82.46 770 | 94.75 784 | 88.08 774 |
|
| noway4 |  | 74.69 765 | 91.91 781 | 85.62 766 | 97.67 779 | 97.18 779 | 94.33 777 | 92.85 778 | 68.76 756 | 47.98 687 | 58.68 733 | 66.05 745 | 65.91 745 | 45.29 726 | 82.12 773 | 71.89 766 | 55.99 758 | 22.33 743 | 83.72 774 | 82.58 772 | 94.81 787 | 88.15 776 |
|
| noway1 |  | 74.87 768 | 91.64 780 | 85.84 767 | 97.67 779 | 97.20 782 | 94.31 774 | 93.00 781 | 69.48 760 | 47.62 685 | 59.40 737 | 67.47 750 | 67.08 748 | 45.76 727 | 82.10 772 | 71.71 764 | 55.93 757 | 22.26 741 | 83.62 773 | 82.46 770 | 94.75 784 | 88.04 773 |
|
| noway2 |  | 74.82 766 | 90.51 776 | 86.11 770 | 97.71 782 | 97.20 782 | 94.29 772 | 92.79 776 | 66.76 752 | 50.07 697 | 59.02 735 | 66.27 747 | 67.17 749 | 44.73 722 | 83.77 777 | 72.42 768 | 55.72 755 | 22.33 743 | 83.86 775 | 82.77 774 | 94.72 783 | 88.14 775 |
|
| noway3 |  | 75.10 770 | 90.49 775 | 85.94 769 | 97.77 783 | 97.18 779 | 94.35 778 | 92.89 779 | 67.32 753 | 50.08 698 | 58.76 734 | 68.07 751 | 67.49 750 | 47.01 729 | 84.71 778 | 72.10 767 | 56.22 759 | 21.83 740 | 84.10 776 | 82.69 773 | 94.78 786 | 88.27 777 |
|
| DLNR-FE |  | 27.94 708 | 51.88 741 | 92.05 777 | 98.26 784 | 97.81 785 | 3.06 71 | 0.49 95 | 31.86 596 | 8.33 258 | 8.42 289 | 15.65 348 | 7.22 288 | 1.66 111 | 12.17 373 | 4.82 359 | 40.33 743 | 1.88 667 | 0.06 383 | 0.33 511 | 80.59 770 | 1.99 509 |
|
| DLNR_Zeroshot_test |   | 27.91 707 | 51.88 741 | 91.97 776 | 98.26 784 | 97.92 786 | 3.07 73 | 0.49 95 | 31.27 586 | 8.33 258 | 8.40 288 | 15.66 349 | 7.22 288 | 1.66 111 | 12.16 372 | 4.82 359 | 40.46 744 | 1.87 666 | 0.06 383 | 0.33 511 | 80.45 769 | 1.99 509 |
|
| MEDIAN_ROB |  | 99.20 788 | 99.85 790 | 99.64 788 | 98.51 786 | 98.53 789 | 98.60 787 | 97.88 786 | 98.83 789 | 98.59 788 | 99.35 791 | 99.47 789 | 99.57 792 | 99.05 788 | 98.38 788 | 98.37 789 | 99.99 792 | 99.63 789 | 100.00 792 | 100.00 793 | 99.82 792 | 99.92 794 |
|
| PML |  | 99.07 787 | 100.00 795 | 98.17 782 | 99.22 787 | 99.21 790 | 99.98 792 | 99.74 790 | 98.27 788 | 98.10 787 | 100.00 795 | 99.37 788 | 98.77 789 | 99.85 790 | 100.00 795 | 98.07 788 | 100.00 794 | 99.54 788 | 100.00 792 | 99.51 790 | 99.87 793 | 93.65 787 |
|
| tt |  | 89.84 781 | 1.21 127 | 99.99 792 | 99.29 788 | 100.00 796 | 100.00 793 | 100.00 793 | 100.00 794 | 99.99 791 | 78.46 768 | 68.51 752 | 99.99 797 | 100.00 792 | 100.00 795 | 100.00 795 | 95.27 783 | 99.93 791 | 87.33 779 | 86.20 779 | 94.13 780 | 86.50 772 |
|
| zzzzzz3 |  | 99.49 790 | 97.95 788 | 99.83 790 | 99.34 789 | 98.19 788 | 100.00 793 | 100.00 793 | 100.00 794 | 100.00 793 | 100.00 795 | 100.00 792 | 99.46 790 | 100.00 792 | 100.00 795 | 100.00 795 | 98.17 789 | 100.00 793 | 100.00 792 | 100.00 793 | 98.07 789 | 98.76 789 |
|
| zzz1 |  | 99.49 790 | 97.91 787 | 99.99 792 | 99.34 789 | 98.18 787 | 100.00 793 | 100.00 793 | 100.00 794 | 100.00 793 | 100.00 795 | 100.00 792 | 99.46 790 | 100.00 792 | 100.00 795 | 100.00 795 | 98.17 789 | 100.00 793 | 100.00 792 | 100.00 793 | 98.07 789 | 98.78 790 |
|
| Anonymous_1 |  | 99.63 792 | 99.96 791 | 99.94 791 | 99.77 791 | 99.59 791 | 100.00 793 | 100.00 793 | 99.81 793 | 99.98 790 | 99.63 792 | 99.94 791 | 99.75 794 | 100.00 792 | 99.67 790 | 99.89 791 | 98.37 791 | 99.84 790 | 98.70 789 | 99.26 789 | 99.29 791 | 99.24 791 |
|
| iinet-test |  | 99.97 797 | 100.00 795 | 100.00 795 | 99.84 792 | 99.87 792 | 100.00 793 | 100.00 793 | 100.00 794 | 100.00 793 | 100.00 795 | 100.00 792 | 100.00 799 | 100.00 792 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 793 | 99.92 794 | 99.83 793 |
|
| IINet |  | 99.97 797 | 100.00 795 | 100.00 795 | 99.84 792 | 99.87 792 | 100.00 793 | 100.00 793 | 100.00 794 | 100.00 793 | 100.00 795 | 100.00 792 | 100.00 799 | 100.00 792 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 793 | 99.92 794 | 99.82 792 |
|
| HaxPig |  | 99.40 789 | 99.99 792 | 97.53 781 | 99.99 794 | 99.99 794 | 96.91 781 | 97.19 784 | 99.57 790 | 99.99 791 | 99.98 794 | 100.00 792 | 99.99 797 | 99.96 791 | 99.06 789 | 97.86 787 | 99.99 792 | 100.00 793 | 100.00 792 | 100.00 793 | 100.00 796 | 99.98 795 |
|
| zzzz2 |  | 100.00 799 | 100.00 795 | 100.00 795 | 100.00 795 | 100.00 796 | 100.00 793 | 100.00 793 | 100.00 794 | 100.00 793 | 100.00 795 | 100.00 792 | 100.00 799 | 100.00 792 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 793 | 100.00 796 | 100.00 796 |
|
| noway5 |  | 100.00 799 | 100.00 795 | 100.00 795 | 100.00 795 | 100.00 796 | 100.00 793 | 100.00 793 | 100.00 794 | 100.00 793 | 100.00 795 | 100.00 792 | 100.00 799 | 100.00 792 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 793 | 100.00 796 | 100.00 796 |
|
| fast-reg |  | 100.00 799 | 100.00 795 | 100.00 795 | 100.00 795 | 100.00 796 | 100.00 793 | 100.00 793 | 100.00 794 | 100.00 793 | 100.00 795 | 100.00 792 | 100.00 799 | 100.00 792 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 793 | 100.00 796 | 100.00 796 |
|
| Hybrid-DGEV |  | 100.00 799 | 100.00 795 | 100.00 795 | 100.00 795 | 100.00 796 | 100.00 793 | 100.00 793 | 100.00 794 | 100.00 793 | 100.00 795 | 100.00 792 | 100.00 799 | 100.00 792 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 793 | 100.00 796 | 100.00 796 |
|
| RAFT-FEzeroshot |  | 100.00 799 | 100.00 795 | 100.00 795 | 100.00 795 | 100.00 796 | 100.00 793 | 100.00 793 | 100.00 794 | 100.00 793 | 100.00 795 | 100.00 792 | 100.00 799 | 100.00 792 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 793 | 100.00 796 | 100.00 796 |
|
| RAFT-FE |  | 100.00 799 | 100.00 795 | 100.00 795 | 100.00 795 | 100.00 796 | 100.00 793 | 100.00 793 | 100.00 794 | 100.00 793 | 100.00 795 | 100.00 792 | 100.00 799 | 100.00 792 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 793 | 100.00 796 | 100.00 796 |
|
| FlowAnything |  | 100.00 799 | 100.00 795 | 100.00 795 | 100.00 795 | 100.00 796 | 100.00 793 | 100.00 793 | 100.00 794 | 100.00 793 | 100.00 795 | 100.00 792 | 100.00 799 | 100.00 792 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 793 | 100.00 796 | 100.00 796 |
|
| ccccc |  | | 98.11 789 | | 100.00 795 | 100.00 796 | 99.33 789 | | 99.78 792 | | 99.63 792 | | 99.67 793 | | 99.95 791 | | 100.00 794 | 100.00 793 | 99.97 791 | 99.91 792 | 100.00 796 | |
|
| Selective-RAFT-Error |  | 100.00 799 | 100.00 795 | 100.00 795 | 100.00 795 | 100.00 796 | 100.00 793 | 100.00 793 | 100.00 794 | 100.00 793 | 100.00 795 | 100.00 792 | 100.00 799 | 100.00 792 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 793 | 100.00 796 | 100.00 796 |
|
| CasAABBNet |  | 100.00 799 | 100.00 795 | 100.00 795 | 100.00 795 | 100.00 796 | 100.00 793 | 100.00 793 | 100.00 794 | 100.00 793 | 100.00 795 | 100.00 792 | 100.00 799 | 100.00 792 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 793 | 100.00 796 | 100.00 796 |
|
| test_example2 |  | 99.67 793 | 99.99 792 | 99.99 792 | 100.00 795 | 99.99 794 | 99.87 790 | 99.99 792 | 98.01 787 | 100.00 793 | 100.00 795 | 100.00 792 | 98.18 788 | 98.43 787 | 99.98 792 | 99.98 792 | 100.00 794 | 99.99 792 | 99.40 790 | 99.52 791 | 100.00 796 | 100.00 796 |
|
| LSM0 |  | 100.00 799 | 100.00 795 | 100.00 795 | 100.00 795 | 100.00 796 | 100.00 793 | 100.00 793 | 100.00 794 | 100.00 793 | 100.00 795 | 100.00 792 | 100.00 799 | 100.00 792 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 793 | 100.00 796 | 100.00 796 |
|
| DPSMNet_ROB |  | 99.95 795 | 100.00 795 | 100.00 795 | 100.00 795 | 100.00 796 | 100.00 793 | 100.00 793 | 100.00 794 | 100.00 793 | 99.16 788 | 100.00 792 | 99.95 795 | 100.00 792 | 99.98 792 | 99.99 793 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 793 | 100.00 796 | 100.00 796 |
|
| DGTPSM_ROB |  | 99.95 795 | 100.00 795 | 100.00 795 | 100.00 795 | 100.00 796 | 100.00 793 | 100.00 793 | 100.00 794 | 100.00 793 | 99.16 788 | 100.00 792 | 99.95 795 | 100.00 792 | 99.98 792 | 99.99 793 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 793 | 100.00 796 | 100.00 796 |
|
| DPSM_ROB |  | 100.00 799 | 100.00 795 | 100.00 795 | 100.00 795 | 100.00 796 | 100.00 793 | 100.00 793 | 100.00 794 | 100.00 793 | 100.00 795 | 100.00 792 | 100.00 799 | 100.00 792 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 793 | 100.00 796 | 100.00 796 |
|
| DPSM |  | 100.00 799 | 100.00 795 | 100.00 795 | 100.00 795 | 100.00 796 | 100.00 793 | 100.00 793 | 100.00 794 | 100.00 793 | 100.00 795 | 100.00 792 | 100.00 799 | 100.00 792 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 793 | 100.00 796 | 100.00 796 |
|
| AVERAGE_ROB |  | 99.81 794 | 99.99 792 | 99.44 787 | 100.00 795 | 100.00 796 | 99.02 788 | 97.81 785 | 100.00 794 | 100.00 793 | 100.00 795 | 100.00 792 | 100.00 799 | 100.00 792 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 793 | 100.00 796 | 100.00 796 |
|
| GS-Stereo |  | | | | | | | 1.45 193 | 9.98 201 | 5.42 174 | 3.09 156 | 2.76 93 | 1.86 121 | 2.22 141 | 3.97 53 | 1.97 158 | 0.06 187 | 1.02 537 | 0.00 1 | 0.86 616 | 0.25 269 | 2.14 543 |
|
| FSD |  | | | | | 6.22 603 | 8.24 390 | 12.03 623 | 13.05 266 | 8.40 262 | 8.19 286 | 7.55 236 | 10.42 353 | 7.18 381 | 11.33 326 | 9.08 477 | 5.65 689 | 3.82 706 | 5.53 686 | 4.12 689 | 5.22 661 | |
|