| WAFT-Stereo (ZS) |  | 0.89 1 | 0.68 34 | 2.58 7 | 1.08 1 | 0.31 24 | 1.44 16 | 0.13 36 | 3.02 10 | 1.19 9 | 1.69 73 | 1.00 37 | 0.16 1 | 0.20 5 | 3.69 54 | 0.60 26 | 0.01 148 | 0.01 51 | 0.01 265 | 0.05 337 | 0.02 11 | 0.01 9 |
|
| S2M2_XL |  | 0.93 2 | 0.78 62 | 3.42 54 | 1.97 13 | 0.27 16 | 0.44 1 | 0.01 1 | 1.71 1 | 0.99 6 | 1.17 27 | 2.70 81 | 1.74 92 | 1.21 75 | 1.17 1 | 1.00 103 | 0.00 1 | 0.01 51 | 0.01 265 | 0.00 1 | 0.02 11 | 0.02 22 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| PSi22a |  | 0.94 3 | 0.55 5 | 2.07 1 | 2.13 27 | 0.25 8 | 1.14 6 | 0.09 24 | 4.93 33 | 0.89 1 | 0.74 5 | 0.08 2 | 2.33 133 | 1.03 68 | 1.87 3 | 0.49 12 | 0.01 148 | 0.05 217 | 0.00 1 | 0.00 1 | 0.03 52 | 0.03 58 |
|
| Foundation-i32 |  | 0.97 4 | 0.54 3 | 2.57 6 | 2.24 37 | 0.21 7 | 1.31 11 | 0.09 24 | 4.21 16 | 0.95 5 | 1.20 31 | 0.42 17 | 2.79 153 | 0.29 12 | 1.78 2 | 0.54 14 | 0.02 235 | 0.08 322 | 0.03 318 | 0.00 1 | 0.03 52 | 0.03 58 |
|
| VeloStereo |  | 0.98 5 | 0.69 37 | 3.01 26 | 2.02 19 | 0.36 49 | 1.52 19 | 0.04 15 | 2.25 5 | 1.26 14 | 0.80 6 | 0.46 20 | 2.04 118 | 0.99 65 | 3.52 46 | 0.57 19 | 0.00 1 | 0.03 153 | 0.00 1 | 0.01 210 | 0.03 52 | 0.04 89 |
|
| BLMT-Stereo |  | 0.99 6 | 0.51 2 | 3.10 35 | 2.65 90 | 0.36 49 | 0.56 2 | 0.27 62 | 1.94 2 | 1.86 45 | 1.00 16 | 2.57 75 | 1.18 61 | 0.15 1 | 1.90 4 | 1.49 148 | 0.14 394 | 0.01 51 | 0.00 1 | 0.02 255 | 0.03 52 | 0.03 58 |
|
| PSi22b |  | 1.02 7 | 0.57 7 | 2.28 2 | 2.14 28 | 0.25 8 | 1.23 8 | 0.13 36 | 5.00 34 | 0.90 2 | 0.64 2 | 0.09 4 | 3.29 162 | 0.60 37 | 2.65 21 | 0.46 8 | 0.03 276 | 0.11 385 | 0.00 1 | 0.00 1 | 0.03 52 | 0.03 58 |
|
| DepthFocus |  | 1.04 8 | 0.68 34 | 3.33 48 | 1.97 13 | 0.42 68 | 1.27 10 | 0.87 121 | 2.04 3 | 1.22 10 | 0.66 4 | 1.71 58 | 1.75 94 | 0.90 59 | 3.46 42 | 0.44 5 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.01 1 | 0.04 89 |
|
| PipStereo |  | 1.06 9 | 0.57 7 | 2.29 3 | 2.16 29 | 0.26 10 | 1.22 7 | 0.10 30 | 5.28 41 | 0.91 3 | 0.64 2 | 0.09 4 | 3.41 164 | 0.88 57 | 2.66 22 | 0.46 8 | 0.02 235 | 0.10 363 | 0.00 1 | 0.00 1 | 0.03 52 | 0.04 89 |
|
| flow |  | 1.07 10 | 0.69 37 | 3.01 26 | 2.02 19 | 0.36 49 | 1.52 19 | 0.04 15 | 2.25 5 | 1.26 14 | 0.80 6 | 0.46 20 | 2.04 118 | 0.99 65 | 5.35 100 | 0.57 19 | 0.00 1 | 0.03 153 | 0.00 1 | 0.01 210 | 0.03 52 | 0.04 89 |
|
| mm1 |  | 1.12 11 | 0.62 17 | 2.88 15 | 1.99 16 | 0.33 40 | 1.31 11 | 0.01 1 | 4.21 16 | 2.56 67 | 1.17 27 | 0.47 22 | 2.11 123 | 0.28 9 | 3.83 58 | 0.54 14 | 0.01 148 | 0.02 112 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| LACA1 |  | 1.12 11 | 0.73 43 | 2.61 8 | 1.25 3 | 0.59 108 | 2.50 45 | 0.45 77 | 4.45 19 | 0.93 4 | 1.64 70 | 0.22 10 | 0.47 30 | 1.78 107 | 4.39 76 | 0.36 2 | 0.00 1 | 0.03 153 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| LACA_dic |  | 1.15 13 | 0.73 43 | 2.51 4 | 2.24 37 | 0.31 24 | 1.89 26 | 0.06 18 | 3.15 12 | 1.02 7 | 1.64 70 | 0.20 9 | 1.79 100 | 1.58 93 | 5.41 101 | 0.42 4 | 0.04 297 | 0.03 153 | 0.00 1 | 0.00 1 | 0.01 1 | 0.00 1 |
|
| mm2 |  | 1.15 13 | 0.62 17 | 2.88 15 | 1.99 16 | 0.33 40 | 1.31 11 | 0.01 1 | 4.81 26 | 2.56 67 | 1.17 27 | 0.47 22 | 2.11 123 | 0.28 9 | 3.83 58 | 0.54 14 | 0.01 148 | 0.02 112 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| DF_test |  | 1.16 15 | 0.75 51 | 2.75 11 | 2.67 95 | 1.02 191 | 1.32 14 | 0.02 10 | 2.28 7 | 2.21 55 | 0.82 8 | 0.99 36 | 1.98 111 | 0.78 48 | 3.72 56 | 0.39 3 | 0.08 360 | 0.04 178 | 0.00 1 | 0.00 1 | 1.25 556 | 0.14 246 |
|
| LACA2 |  | 1.22 16 | 1.14 179 | 4.34 125 | 1.32 4 | 0.20 5 | 3.03 66 | 0.14 42 | 5.79 60 | 1.12 8 | 1.06 21 | 0.67 29 | 0.56 35 | 0.80 52 | 3.67 53 | 0.44 5 | 0.00 1 | 0.03 153 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 9 |
|
| derf |  | 1.23 17 | 0.58 10 | 3.00 24 | 2.94 124 | 0.35 44 | 1.60 21 | 0.09 24 | 4.56 21 | 3.52 127 | 1.15 26 | 0.33 12 | 1.14 60 | 0.25 6 | 4.24 71 | 0.48 10 | 0.01 148 | 0.07 285 | 0.00 1 | 0.25 503 | 0.02 11 | 0.02 22 |
|
| LGCAT |  | 1.26 18 | 0.62 17 | 2.91 20 | 2.64 89 | 0.31 24 | 1.47 17 | 0.01 1 | 2.88 9 | 1.65 33 | 1.31 40 | 0.45 18 | 1.79 100 | 1.38 85 | 5.91 115 | 0.85 70 | 0.10 373 | 0.42 571 | 0.00 1 | 0.00 1 | 0.01 1 | 0.44 437 |
|
| FoundationStereo |  | 1.26 18 | 0.73 43 | 2.84 14 | 2.65 90 | 0.58 105 | 2.31 37 | 0.61 93 | 3.40 14 | 1.57 26 | 1.89 90 | 0.09 4 | 2.61 143 | 2.90 157 | 2.37 17 | 0.60 26 | 0.04 297 | 0.04 178 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 58 |
|
| MonSter++ |  | 1.28 20 | 0.63 22 | 2.88 15 | 2.00 18 | 0.32 29 | 2.14 33 | 0.01 1 | 4.86 31 | 2.56 67 | 1.63 68 | 0.45 18 | 2.17 127 | 1.25 77 | 3.81 57 | 0.84 68 | 0.01 148 | 0.02 112 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 22 |
|
| GeoVLM |  | 1.29 21 | 0.62 17 | 2.88 15 | 2.04 21 | 0.32 29 | 2.13 31 | 0.01 1 | 4.81 26 | 2.57 72 | 1.67 72 | 0.50 25 | 2.09 122 | 1.29 79 | 3.91 61 | 0.85 70 | 0.01 148 | 0.02 112 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| small-0shot |  | 1.30 22 | 0.80 71 | 3.44 57 | 1.62 7 | 0.88 174 | 1.41 15 | 1.95 287 | 3.34 13 | 1.24 12 | 1.25 35 | 4.13 119 | 1.63 85 | 0.34 13 | 3.17 39 | 0.76 52 | 0.02 235 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| LiteMatch* |   | 1.32 23 | 0.85 93 | 4.93 157 | 2.28 47 | 0.28 18 | 2.07 30 | 0.03 13 | 4.90 32 | 2.57 72 | 1.39 54 | 0.67 29 | 1.58 83 | 0.52 31 | 3.52 46 | 0.69 42 | 0.01 148 | 0.01 51 | 0.00 1 | 0.00 1 | 0.04 81 | 0.06 137 |
|
| HiDET |  | 1.32 23 | 0.56 6 | 3.12 38 | 2.54 77 | 0.43 75 | 1.92 27 | 0.02 10 | 5.70 52 | 2.72 82 | 1.35 42 | 0.52 26 | 1.27 66 | 0.97 62 | 4.05 64 | 1.19 127 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 22 |
|
| testmc14 |  | 1.36 25 | 0.57 7 | 3.06 31 | 2.59 85 | 0.35 44 | 3.43 90 | 0.73 105 | 3.49 15 | 1.80 42 | 1.39 54 | 2.52 72 | 2.65 147 | 1.41 87 | 2.18 10 | 0.93 85 | 0.00 1 | 0.02 112 | 0.00 1 | 0.02 255 | 0.03 52 | 0.10 189 |
|
| qqai |  | 1.38 26 | 0.60 15 | 3.39 53 | 2.92 121 | 0.35 44 | 1.60 21 | 0.11 33 | 5.17 35 | 3.33 121 | 1.10 22 | 0.34 13 | 3.06 158 | 0.27 7 | 4.38 75 | 0.57 19 | 0.02 235 | 0.06 256 | 0.00 1 | 0.28 519 | 0.02 11 | 0.03 58 |
|
| LACA3 |  | 1.38 26 | 0.90 115 | 2.71 10 | 1.21 2 | 0.85 169 | 2.34 40 | 1.64 212 | 4.58 22 | 1.22 10 | 1.13 24 | 0.63 28 | 0.64 42 | 0.61 39 | 8.78 221 | 0.31 1 | 0.01 148 | 0.01 51 | 0.00 1 | 0.00 1 | 0.03 52 | 0.00 1 |
|
| PointNet |  | 1.43 28 | 0.63 22 | 3.11 36 | 2.08 24 | 0.29 22 | 2.64 49 | 0.19 54 | 5.26 37 | 3.30 120 | 1.94 91 | 0.68 31 | 2.46 137 | 0.28 9 | 4.68 87 | 0.83 60 | 0.01 148 | 0.09 341 | 0.00 1 | 0.02 255 | 0.02 11 | 0.03 58 |
|
| BridgeDepth_RVC |   | 1.46 29 | 0.72 41 | 2.76 12 | 1.47 6 | 0.75 154 | 4.05 119 | 0.01 1 | 5.97 66 | 1.58 30 | 1.29 38 | 1.19 45 | 1.02 54 | 2.98 160 | 3.52 46 | 0.87 76 | 0.79 576 | 0.08 322 | 0.12 447 | 0.05 337 | 0.01 1 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| MLG-Stereo |  | 1.48 30 | 0.65 31 | 3.04 30 | 2.52 73 | 0.79 159 | 3.11 72 | 0.16 48 | 6.26 83 | 1.80 42 | 0.84 9 | 0.10 8 | 1.51 78 | 0.65 44 | 7.44 164 | 0.53 13 | 0.02 235 | 0.09 341 | 0.00 1 | 0.03 284 | 0.03 52 | 0.02 22 |
|
| LGtest1 |  | 1.48 30 | 0.75 51 | 4.03 103 | 2.33 56 | 0.65 124 | 3.02 65 | 0.11 33 | 6.12 78 | 1.51 22 | 1.41 56 | 1.48 51 | 0.65 43 | 0.93 61 | 5.60 104 | 0.81 56 | 0.03 276 | 0.12 398 | 0.00 1 | 0.00 1 | 0.10 182 | 0.04 89 |
|
| depth_test_26 |  | 1.49 32 | 0.71 40 | 3.27 43 | 2.28 47 | 0.49 86 | 1.24 9 | 0.09 24 | 3.12 11 | 2.29 57 | 0.41 1 | 7.44 221 | 2.01 115 | 1.14 72 | 4.48 83 | 0.61 30 | 0.01 148 | 0.05 217 | 0.00 1 | 0.03 284 | 0.03 52 | 0.12 218 |
|
| MSE-Stereo |  | 1.49 32 | 0.75 51 | 3.35 49 | 2.32 53 | 1.32 240 | 3.23 79 | 0.68 97 | 5.27 38 | 2.97 101 | 1.47 59 | 0.87 33 | 1.67 87 | 0.35 14 | 4.46 80 | 0.75 49 | 0.03 276 | 0.15 438 | 0.00 1 | 0.00 1 | 0.06 105 | 0.04 89 |
|
| CSFM-Stereo |  | 1.49 32 | 0.59 12 | 3.11 36 | 2.47 68 | 0.31 24 | 3.07 68 | 0.15 46 | 6.28 89 | 2.36 63 | 2.48 125 | 1.08 41 | 1.50 77 | 1.10 70 | 4.29 74 | 0.89 78 | 0.02 235 | 0.02 112 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 58 |
|
| MLG-Stereo_test1 |  | 1.51 35 | 0.65 31 | 3.00 24 | 2.47 68 | 2.46 364 | 2.84 59 | 0.16 48 | 5.64 50 | 1.77 39 | 0.98 15 | 0.09 4 | 1.53 79 | 0.52 31 | 7.44 164 | 0.56 17 | 0.02 235 | 0.09 341 | 0.00 1 | 0.03 284 | 0.03 52 | 0.02 22 |
|
| MGA |  | 1.52 36 | 0.75 51 | 3.13 39 | 2.32 53 | 1.59 274 | 3.94 111 | 0.86 119 | 4.84 28 | 2.96 100 | 1.47 59 | 1.42 50 | 1.41 73 | 0.19 4 | 4.46 80 | 0.75 49 | 0.03 276 | 0.15 438 | 0.00 1 | 0.00 1 | 0.06 105 | 0.04 89 |
|
| 252Zero-FE |  | 1.52 36 | 0.84 86 | 3.49 63 | 2.85 112 | 0.54 98 | 1.97 29 | 0.08 21 | 6.14 79 | 4.11 140 | 1.76 82 | 3.45 99 | 0.16 1 | 0.27 7 | 3.61 51 | 0.82 58 | 0.01 148 | 0.10 363 | 0.08 399 | 0.04 308 | 0.04 81 | 0.03 58 |
|
| MLG-Stereo_test2 |  | 1.52 36 | 0.64 25 | 2.81 13 | 2.52 73 | 1.79 303 | 2.76 56 | 0.16 48 | 4.70 24 | 1.80 42 | 1.75 80 | 0.08 2 | 3.21 161 | 0.17 3 | 7.28 156 | 0.64 31 | 0.02 235 | 0.11 385 | 0.00 1 | 0.00 1 | 0.04 81 | 0.03 58 |
|
| CAR |  | 1.55 39 | 0.76 57 | 3.35 49 | 2.32 53 | 1.32 240 | 3.23 79 | 0.68 97 | 5.27 38 | 2.97 101 | 2.35 118 | 0.87 33 | 1.67 87 | 0.35 14 | 4.80 89 | 0.84 68 | 0.03 276 | 0.16 449 | 0.00 1 | 0.00 1 | 0.06 105 | 0.04 89 |
|
| MLG-Stereo_test3 |  | 1.57 40 | 0.69 37 | 3.82 88 | 2.19 33 | 1.34 249 | 3.92 110 | 0.25 59 | 5.89 64 | 1.27 16 | 0.91 13 | 1.07 40 | 1.99 114 | 0.64 43 | 6.09 119 | 1.10 113 | 0.03 276 | 0.09 341 | 0.00 1 | 0.00 1 | 0.05 98 | 0.04 89 |
|
| dual_stereo |  | 1.57 40 | 0.64 25 | 2.56 5 | 2.33 56 | 0.47 79 | 2.62 47 | 0.08 21 | 4.85 29 | 1.95 48 | 1.01 18 | 0.69 32 | 1.90 109 | 0.61 39 | 10.34 282 | 0.96 91 | 0.01 148 | 0.20 479 | 0.00 1 | 0.18 452 | 0.01 1 | 0.03 58 |
|
| Pro-Stereo |  | 1.58 42 | 0.49 1 | 3.02 29 | 2.86 113 | 0.49 86 | 5.49 239 | 0.77 111 | 2.05 4 | 1.90 47 | 1.48 61 | 1.19 45 | 1.46 74 | 0.15 1 | 8.09 191 | 1.54 153 | 0.16 406 | 0.03 153 | 0.00 1 | 0.30 531 | 0.04 81 | 0.02 22 |
|
| BridgeDepth |   | 1.59 43 | 0.74 46 | 2.65 9 | 1.86 9 | 0.15 3 | 6.66 330 | 0.05 17 | 5.75 54 | 2.52 65 | 1.38 53 | 0.38 14 | 1.98 111 | 2.79 154 | 4.44 79 | 0.44 5 | 0.00 1 | 0.02 112 | 0.00 1 | 0.00 1 | 0.02 11 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| LG-Stereo_L2 |  | 1.59 43 | 0.87 99 | 4.31 122 | 2.54 77 | 0.69 132 | 2.76 56 | 0.44 75 | 6.85 108 | 1.57 26 | 1.59 65 | 0.39 16 | 0.39 27 | 0.52 31 | 7.85 181 | 0.82 58 | 0.04 297 | 0.12 398 | 0.00 1 | 0.00 1 | 0.03 52 | 0.02 22 |
|
| LG-Stereo_L1 |  | 1.59 43 | 0.89 106 | 4.07 109 | 2.55 79 | 0.95 188 | 2.93 61 | 0.50 81 | 6.75 103 | 1.54 23 | 1.32 41 | 0.24 11 | 0.50 32 | 0.59 36 | 7.91 182 | 0.85 70 | 0.04 297 | 0.12 398 | 0.01 265 | 0.00 1 | 0.03 52 | 0.02 22 |
|
| Test_v1 |  | 1.60 46 | 0.76 57 | 3.26 42 | 2.18 31 | 1.25 228 | 2.17 34 | 0.16 48 | 7.01 111 | 3.12 108 | 1.44 57 | 2.91 84 | 1.49 76 | 1.02 67 | 4.48 83 | 0.68 38 | 0.01 148 | 0.04 178 | 0.00 1 | 0.00 1 | 0.03 52 | 0.04 89 |
|
| Wavelet-MonSter |  | 1.61 47 | 0.84 86 | 4.03 103 | 2.47 68 | 2.55 370 | 2.93 61 | 0.03 13 | 4.71 25 | 1.40 19 | 1.96 92 | 4.34 127 | 0.34 24 | 0.83 56 | 4.87 92 | 0.90 79 | 0.00 1 | 0.03 153 | 0.02 298 | 0.00 1 | 0.02 11 | 0.03 58 |
|
| over-8 |  | 1.69 48 | 1.25 220 | 3.48 62 | 3.07 139 | 0.32 29 | 4.01 115 | 0.01 1 | 5.22 36 | 1.74 37 | 1.21 32 | 1.34 48 | 1.34 70 | 2.51 144 | 7.71 173 | 0.57 19 | 0.01 148 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 52 | 0.00 1 |
|
| over-9 |  | 1.69 48 | 1.39 271 | 3.63 69 | 2.94 124 | 0.33 40 | 3.77 105 | 0.02 10 | 5.32 43 | 1.78 40 | 1.29 38 | 0.98 35 | 1.27 66 | 2.62 146 | 7.78 178 | 0.66 35 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.04 81 | 0.00 1 |
|
| anonymous |  | 1.69 48 | 1.18 194 | 3.53 64 | 2.59 85 | 0.64 119 | 0.79 3 | 1.14 143 | 2.34 8 | 2.34 62 | 3.20 159 | 6.92 211 | 2.58 142 | 0.61 39 | 4.97 95 | 0.88 77 | 0.02 235 | 0.01 51 | 0.00 1 | 0.00 1 | 0.03 52 | 0.06 137 |
|
| MatchStereo |   | 1.70 51 | 0.88 101 | 3.85 89 | 2.11 26 | 0.14 1 | 2.35 41 | 0.33 67 | 5.87 62 | 4.80 160 | 0.90 12 | 4.35 129 | 0.81 50 | 1.32 80 | 4.93 93 | 1.30 133 | 0.01 148 | 0.05 217 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 9 |
| Tingman Yan, Tao Liu, Xilian Yang, Qunfei Zhao, Zeyang Xia: MatchAttention: Matching the Relative Positions for High-Resolution Cross-View Matching. Arxiv, 2025 |
| LCMNet |  | 1.70 51 | 0.59 12 | 2.97 23 | 1.86 9 | 0.58 105 | 1.95 28 | 0.09 24 | 6.27 85 | 7.21 237 | 1.23 34 | 1.48 51 | 1.25 65 | 1.34 81 | 6.03 117 | 1.05 111 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| MonSter |  | 1.74 53 | 0.74 46 | 3.64 71 | 2.27 41 | 1.62 280 | 6.01 296 | 0.13 36 | 6.02 69 | 2.88 96 | 1.35 42 | 2.11 61 | 0.30 15 | 0.36 16 | 6.50 128 | 0.83 60 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 255 | 0.02 11 | 0.02 22 |
|
| monster-pro |  | 1.75 54 | 0.74 46 | 3.64 71 | 2.27 41 | 1.62 280 | 5.99 291 | 0.14 42 | 6.02 69 | 2.87 92 | 1.35 42 | 2.11 61 | 0.30 15 | 0.36 16 | 6.78 143 | 0.83 60 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 255 | 0.02 11 | 0.02 22 |
|
| Monster-pub-eth3d |  | 1.75 54 | 0.75 51 | 3.64 71 | 2.27 41 | 1.62 280 | 6.02 299 | 0.14 42 | 6.02 69 | 2.87 92 | 1.35 42 | 2.11 61 | 0.30 15 | 0.36 16 | 6.59 131 | 0.83 60 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 255 | 0.02 11 | 0.02 22 |
|
| MCSU-Stereo |  | 1.76 56 | 0.54 3 | 3.43 56 | 2.57 83 | 0.32 29 | 3.22 77 | 0.57 88 | 5.56 46 | 3.23 112 | 2.38 120 | 3.86 113 | 3.78 179 | 0.40 24 | 3.99 63 | 1.20 129 | 0.00 1 | 0.02 112 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 58 |
|
| MonStereo |  | 1.76 56 | 0.75 51 | 3.64 71 | 2.27 41 | 1.61 277 | 6.04 302 | 0.14 42 | 6.02 69 | 2.88 96 | 1.35 42 | 2.11 61 | 0.30 15 | 0.36 16 | 6.84 145 | 0.83 60 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 210 | 0.02 11 | 0.02 22 |
|
| GREATEN-IGEV_RVC |   | 1.78 58 | 1.12 173 | 4.60 137 | 2.29 51 | 0.65 124 | 3.08 69 | 0.74 107 | 6.01 68 | 3.02 104 | 2.15 106 | 1.00 37 | 2.13 125 | 0.37 22 | 6.80 144 | 1.47 145 | 0.00 1 | 0.00 1 | 0.03 318 | 0.00 1 | 0.03 52 | 0.08 170 |
|
| over v1 |  | 1.81 59 | 1.37 262 | 3.35 49 | 2.87 114 | 0.31 24 | 4.66 164 | 0.01 1 | 5.35 44 | 2.07 50 | 1.17 27 | 1.50 53 | 1.32 69 | 3.47 180 | 7.94 183 | 0.74 46 | 0.01 148 | 0.01 51 | 0.00 1 | 0.00 1 | 0.03 52 | 0.00 1 |
|
| 4.5_new |  | 1.82 60 | 0.79 67 | 3.44 57 | 2.35 58 | 1.84 306 | 5.69 268 | 1.28 154 | 5.59 48 | 2.60 74 | 3.74 176 | 3.37 94 | 0.43 28 | 0.97 62 | 3.16 37 | 0.98 93 | 0.01 148 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 130 | 0.16 276 |
|
| 4.5w-stereo |  | 1.83 61 | 0.79 67 | 3.45 60 | 2.35 58 | 1.84 306 | 5.69 268 | 1.29 157 | 5.59 48 | 2.60 74 | 3.75 177 | 3.37 94 | 0.43 28 | 0.97 62 | 3.16 37 | 0.98 93 | 0.01 148 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 130 | 0.16 276 |
|
| Monster-pub-mixall |  | 1.84 62 | 0.85 93 | 3.45 60 | 2.27 41 | 0.94 187 | 2.43 43 | 0.54 86 | 6.32 90 | 2.65 79 | 3.04 154 | 3.56 100 | 0.38 26 | 0.49 28 | 8.93 231 | 0.74 46 | 0.01 148 | 0.06 256 | 0.00 1 | 0.00 1 | 0.04 81 | 0.04 89 |
|
| over-6 |  | 1.85 63 | 1.26 224 | 3.73 79 | 2.47 68 | 0.35 44 | 2.67 50 | 0.25 59 | 9.42 188 | 2.07 50 | 1.03 19 | 1.50 53 | 1.02 54 | 2.97 158 | 7.54 168 | 0.56 17 | 0.09 365 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.00 1 |
|
| IGEV |   | 1.86 64 | 0.58 10 | 3.90 94 | 2.40 62 | 3.49 433 | 4.20 126 | 0.97 130 | 7.16 116 | 3.22 110 | 2.00 99 | 4.16 121 | 0.26 12 | 0.62 42 | 3.40 41 | 0.65 34 | 0.03 276 | 0.09 341 | 0.00 1 | 0.00 1 | 0.03 52 | 0.02 22 |
|
| SGD-Stereo |  | 1.88 65 | 0.76 57 | 3.80 86 | 2.37 60 | 0.33 40 | 3.48 92 | 0.93 127 | 6.52 95 | 2.22 56 | 3.84 181 | 1.08 41 | 1.78 96 | 1.34 81 | 8.32 197 | 0.70 43 | 0.09 365 | 0.01 51 | 0.00 1 | 0.00 1 | 0.06 105 | 0.03 58 |
|
| GREATEN-IGEV-FM_RVC |   | 1.90 66 | 1.45 291 | 5.03 166 | 2.56 81 | 0.79 159 | 4.83 188 | 0.59 90 | 5.97 66 | 4.88 164 | 2.41 121 | 0.38 14 | 1.65 86 | 0.82 55 | 4.47 82 | 1.84 184 | 0.00 1 | 0.00 1 | 0.00 1 | 0.07 372 | 0.12 199 | 0.11 207 |
|
| GEAStereo |  | 1.94 67 | 0.95 122 | 3.61 67 | 3.84 226 | 0.64 119 | 4.39 138 | 1.50 181 | 8.01 145 | 2.33 60 | 2.24 110 | 2.61 77 | 1.19 62 | 2.25 126 | 3.50 43 | 1.15 122 | 0.01 148 | 0.06 256 | 0.05 353 | 0.00 1 | 0.22 265 | 0.14 246 |
|
| 4.25_new |  | 1.94 67 | 0.81 72 | 3.74 80 | 2.82 105 | 2.69 380 | 4.37 134 | 2.37 321 | 5.76 55 | 2.78 86 | 1.99 96 | 3.60 101 | 0.23 5 | 2.40 137 | 4.13 65 | 0.99 95 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 155 |
|
| 4.5w_new |  | 1.94 67 | 0.81 72 | 3.74 80 | 2.82 105 | 2.69 380 | 4.37 134 | 2.37 321 | 5.76 55 | 2.78 86 | 1.99 96 | 3.60 101 | 0.23 5 | 2.40 137 | 4.13 65 | 0.99 95 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 155 |
|
| 4.25w-stereo |  | 1.94 67 | 0.81 72 | 3.74 80 | 2.82 105 | 2.69 380 | 4.37 134 | 2.37 321 | 5.76 55 | 2.78 86 | 1.99 96 | 3.60 101 | 0.23 5 | 2.40 137 | 4.13 65 | 0.99 95 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 155 |
|
| asda |  | 1.95 71 | 0.81 72 | 4.14 117 | 2.66 93 | 1.93 323 | 3.30 85 | 0.86 119 | 5.92 65 | 3.10 107 | 2.41 121 | 3.10 86 | 0.63 40 | 2.99 161 | 5.57 103 | 1.48 146 | 0.02 235 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 130 | 0.07 155 |
|
| 4w-stereo |  | 2.03 72 | 0.98 130 | 4.12 115 | 2.31 52 | 1.96 324 | 3.70 103 | 0.61 93 | 6.37 92 | 2.37 64 | 2.10 104 | 4.19 122 | 0.33 22 | 3.33 174 | 7.03 148 | 1.12 116 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 52 | 0.08 170 |
|
| LiteMatch |  | 2.05 73 | 1.75 408 | 2.89 19 | 3.57 200 | 0.63 117 | 2.13 31 | 1.54 193 | 4.85 29 | 2.56 67 | 1.63 68 | 0.47 22 | 2.13 125 | 4.42 220 | 3.83 58 | 7.98 465 | 0.00 1 | 0.04 178 | 0.00 1 | 0.00 1 | 0.29 326 | 0.31 393 |
|
| asd |  | 2.06 74 | 0.78 62 | 3.85 89 | 2.45 65 | 2.18 343 | 3.99 114 | 0.35 68 | 6.94 109 | 2.60 74 | 2.99 151 | 2.79 82 | 0.52 33 | 2.27 131 | 8.33 198 | 0.93 85 | 0.02 235 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 130 | 0.11 207 |
|
| S2M2_L |  | 2.06 74 | 1.28 230 | 4.05 108 | 3.20 152 | 1.14 216 | 2.31 37 | 0.06 18 | 6.26 83 | 6.67 218 | 1.75 80 | 4.48 136 | 4.47 198 | 0.81 53 | 2.36 16 | 1.52 151 | 0.25 458 | 0.10 363 | 0.03 318 | 0.00 1 | 0.49 441 | 0.03 58 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| GCAP-Stereo-DPT26K |  | 2.09 76 | 1.04 145 | 5.75 233 | 2.56 81 | 0.65 124 | 2.75 54 | 1.75 246 | 8.35 163 | 1.65 33 | 2.30 116 | 3.44 98 | 1.73 91 | 3.12 164 | 5.03 97 | 1.14 121 | 0.00 1 | 0.00 1 | 0.00 1 | 0.26 509 | 0.09 158 | 0.11 207 |
|
| Anonymus |   | 2.10 77 | 1.12 173 | 3.31 47 | 3.49 186 | 0.52 95 | 2.37 42 | 0.28 63 | 5.87 62 | 2.72 82 | 2.59 130 | 1.68 57 | 4.85 211 | 1.81 111 | 8.52 204 | 2.63 256 | 0.10 373 | 0.04 178 | 0.00 1 | 0.00 1 | 0.04 81 | 0.13 235 |
|
| 2.5w |  | 2.10 77 | 0.78 62 | 4.30 121 | 2.96 130 | 1.85 309 | 3.22 77 | 2.25 312 | 6.05 76 | 2.69 80 | 1.80 85 | 5.44 180 | 0.23 5 | 2.01 116 | 7.36 160 | 1.01 106 | 0.01 148 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 137 |
|
| 2.75w_new |  | 2.10 77 | 0.82 76 | 3.93 97 | 2.18 31 | 1.44 257 | 3.52 96 | 2.30 316 | 5.52 45 | 2.91 99 | 4.14 195 | 3.93 116 | 0.27 13 | 2.38 134 | 6.17 121 | 2.32 231 | 0.01 148 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 137 |
|
| GCAP-Stereo-DPT-24K |  | 2.12 80 | 0.85 93 | 4.64 138 | 2.77 103 | 1.97 326 | 3.66 102 | 1.64 212 | 8.33 162 | 3.33 121 | 1.46 58 | 3.30 91 | 0.63 40 | 4.15 209 | 2.05 9 | 0.67 37 | 0.02 235 | 0.17 456 | 0.00 1 | 0.43 574 | 0.26 304 | 2.07 597 |
|
| LG-G_1 |  | 2.14 81 | 0.64 25 | 4.04 105 | 3.18 150 | 0.37 53 | 11.00 422 | 0.60 91 | 6.27 85 | 1.55 24 | 1.28 36 | 1.15 43 | 1.34 70 | 2.14 121 | 8.08 189 | 0.99 95 | 0.04 297 | 0.12 398 | 0.00 1 | 0.00 1 | 0.06 105 | 0.03 58 |
|
| LG-G |  | 2.14 81 | 0.64 25 | 4.04 105 | 3.18 150 | 0.37 53 | 11.00 422 | 0.60 91 | 6.27 85 | 1.55 24 | 1.28 36 | 1.15 43 | 1.34 70 | 2.14 121 | 8.08 189 | 0.99 95 | 0.04 297 | 0.12 398 | 0.00 1 | 0.00 1 | 0.06 105 | 0.03 58 |
|
| aanet-new-28k |  | 2.16 83 | 1.14 179 | 7.58 318 | 2.96 130 | 0.49 86 | 4.51 147 | 1.81 265 | 6.35 91 | 2.32 59 | 1.74 79 | 4.46 134 | 1.54 80 | 4.71 252 | 2.29 13 | 0.81 56 | 0.00 1 | 0.04 178 | 0.00 1 | 0.29 523 | 0.07 130 | 0.08 170 |
|
| GSStereo |  | 2.16 83 | 0.95 122 | 3.61 67 | 4.08 239 | 0.64 119 | 4.39 138 | 1.50 181 | 8.60 170 | 4.56 152 | 2.71 138 | 2.61 77 | 1.86 106 | 2.25 126 | 3.50 43 | 1.15 122 | 0.00 1 | 0.07 285 | 0.00 1 | 0.39 562 | 0.22 265 | 0.15 267 |
|
| GREAT-IGEV |   | 2.18 85 | 1.15 186 | 4.04 105 | 2.89 118 | 0.69 132 | 2.95 63 | 0.20 55 | 5.82 61 | 5.88 199 | 0.92 14 | 5.07 169 | 1.08 57 | 1.46 90 | 9.60 257 | 0.86 75 | 0.00 1 | 0.13 414 | 0.00 1 | 0.24 497 | 0.14 214 | 0.46 444 |
| Jiahao LI, Xinhong Chen, Zhengmin JIANG, Qian Zhou, Yung-Hui Li, Jianping Wang: Global Regulation and Excitation via Attention Tuning for Stereo Matching. ICCV2025 |
| AdaDepth |  | 2.20 86 | 0.82 76 | 4.90 155 | 3.27 162 | 2.91 398 | 3.54 99 | 0.70 101 | 5.30 42 | 3.05 106 | 1.73 78 | 3.31 92 | 0.49 31 | 1.60 94 | 10.91 312 | 0.96 91 | 0.03 276 | 0.11 385 | 0.00 1 | 0.23 487 | 0.04 81 | 0.03 58 |
|
| IGEV-Stereo++ |  | 2.20 86 | 0.79 67 | 3.67 77 | 3.72 214 | 3.17 412 | 3.39 87 | 0.10 30 | 8.37 165 | 3.77 132 | 2.11 105 | 4.25 125 | 2.01 115 | 4.78 259 | 2.96 30 | 0.59 24 | 0.01 148 | 0.02 112 | 0.08 399 | 0.00 1 | 0.06 105 | 0.05 121 |
|
| monsters |  | 2.21 88 | 1.25 220 | 4.09 111 | 3.59 202 | 4.35 490 | 2.20 36 | 0.18 53 | 8.31 161 | 2.84 91 | 4.11 193 | 2.86 83 | 0.20 3 | 0.76 47 | 8.41 200 | 0.95 90 | 0.01 148 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.01 9 |
|
| DEFOM-Stereo |  | 2.21 88 | 0.88 101 | 3.63 69 | 3.42 176 | 0.89 177 | 13.14 463 | 0.83 116 | 4.68 23 | 1.96 49 | 2.72 140 | 1.66 56 | 0.59 36 | 0.54 34 | 8.53 205 | 0.68 38 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| aanet-new-34k |  | 2.22 90 | 1.33 249 | 6.99 292 | 2.55 79 | 0.37 53 | 2.69 51 | 1.58 200 | 8.25 158 | 2.14 53 | 1.11 23 | 5.28 173 | 2.45 136 | 6.42 337 | 2.04 8 | 0.80 53 | 0.00 1 | 0.08 322 | 0.03 318 | 0.02 255 | 0.07 130 | 0.20 317 |
|
| aanet-new-16k |  | 2.22 90 | 1.02 139 | 5.90 239 | 3.73 215 | 0.42 68 | 3.84 108 | 1.65 214 | 7.64 133 | 2.53 66 | 1.54 63 | 4.47 135 | 2.61 143 | 4.68 246 | 2.97 31 | 1.19 127 | 0.00 1 | 0.04 178 | 0.00 1 | 0.03 284 | 0.07 130 | 0.10 189 |
|
| 3.25w_new |  | 2.24 92 | 0.88 101 | 3.97 99 | 2.28 47 | 1.34 249 | 6.00 293 | 1.19 146 | 6.56 96 | 3.26 116 | 3.90 184 | 3.77 108 | 0.62 37 | 2.46 141 | 7.46 167 | 0.99 95 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.06 105 | 0.06 137 |
|
| 3.25w |  | 2.24 92 | 0.88 101 | 3.97 99 | 2.28 47 | 1.34 249 | 6.01 296 | 1.19 146 | 6.56 96 | 3.26 116 | 3.90 184 | 3.77 108 | 0.62 37 | 2.46 141 | 7.44 164 | 0.99 95 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.06 105 | 0.06 137 |
|
| aanet-new-40k |  | 2.30 94 | 1.29 234 | 8.15 352 | 2.62 88 | 2.23 346 | 5.47 238 | 1.80 261 | 6.79 105 | 1.59 31 | 1.14 25 | 4.71 147 | 1.12 59 | 5.55 294 | 2.35 15 | 0.85 70 | 0.00 1 | 0.06 256 | 0.02 298 | 0.04 308 | 0.04 81 | 0.18 295 |
|
| aanet-new-24k |  | 2.30 94 | 1.22 206 | 5.12 171 | 2.70 97 | 1.53 268 | 5.69 268 | 1.70 224 | 6.27 85 | 1.48 21 | 2.45 124 | 5.91 193 | 2.25 130 | 4.48 230 | 3.69 54 | 1.10 113 | 0.00 1 | 0.03 153 | 0.01 265 | 0.25 503 | 0.11 193 | 0.02 22 |
|
| aanet-new-12k |  | 2.30 94 | 0.79 67 | 8.45 369 | 4.28 266 | 0.45 77 | 4.57 152 | 1.75 246 | 8.28 160 | 2.63 78 | 2.70 137 | 1.35 49 | 1.74 92 | 4.57 239 | 3.03 32 | 1.10 113 | 0.01 148 | 0.03 153 | 0.07 388 | 0.01 210 | 0.12 199 | 0.06 137 |
|
| qwe |  | 2.30 94 | 0.82 76 | 3.76 84 | 2.60 87 | 2.75 386 | 4.59 156 | 0.28 63 | 6.62 99 | 2.90 98 | 4.62 208 | 4.62 143 | 0.55 34 | 0.89 58 | 8.78 221 | 2.09 213 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 130 | 0.14 246 |
|
| StereoAnything_RVC |  | 2.31 98 | 11.20 657 | 4.65 139 | 2.23 35 | 0.14 1 | 1.49 18 | 0.17 52 | 4.50 20 | 1.24 12 | 1.03 19 | 0.06 1 | 0.20 3 | 3.60 190 | 8.05 187 | 0.59 24 | 0.02 235 | 0.11 385 | 0.00 1 | 0.00 1 | 6.97 659 | 0.03 58 |
|
| aanet-new-32k |  | 2.32 99 | 1.33 249 | 5.55 217 | 2.88 115 | 1.83 304 | 5.87 284 | 1.73 239 | 7.45 124 | 1.37 17 | 1.71 75 | 4.22 123 | 2.66 148 | 6.13 321 | 2.81 26 | 0.64 31 | 0.00 1 | 0.12 398 | 0.00 1 | 0.00 1 | 0.08 147 | 0.09 177 |
|
| aanet-new-30k |  | 2.32 99 | 1.33 249 | 5.55 217 | 2.88 115 | 1.83 304 | 5.87 284 | 1.73 239 | 7.45 124 | 1.37 17 | 1.71 75 | 4.22 123 | 2.66 148 | 6.13 321 | 2.81 26 | 0.64 31 | 0.00 1 | 0.12 398 | 0.00 1 | 0.00 1 | 0.08 147 | 0.09 177 |
|
| 3.75w |  | 2.32 99 | 0.89 106 | 3.85 89 | 2.45 65 | 3.23 417 | 8.15 369 | 1.42 171 | 5.77 58 | 2.79 89 | 2.60 131 | 4.64 144 | 0.31 21 | 2.77 153 | 6.56 130 | 0.94 87 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.06 105 | 0.05 121 |
|
| RAStereo |  | 2.32 99 | 1.08 158 | 6.36 262 | 3.73 215 | 1.39 256 | 1.81 25 | 0.12 35 | 7.70 135 | 7.44 245 | 2.27 113 | 3.94 117 | 3.43 165 | 0.81 53 | 3.55 49 | 2.47 244 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 326 | 0.07 155 |
|
| 2.25w |  | 2.37 103 | 0.87 99 | 4.69 142 | 2.52 73 | 1.76 298 | 3.53 97 | 0.41 71 | 6.10 77 | 2.56 67 | 3.93 188 | 6.70 203 | 0.35 25 | 2.47 143 | 8.53 205 | 2.97 277 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| 2w_stereo |  | 2.37 103 | 0.83 80 | 4.12 115 | 2.73 98 | 1.22 226 | 4.67 165 | 3.90 401 | 6.98 110 | 3.62 128 | 3.48 168 | 5.01 164 | 0.24 9 | 4.36 216 | 4.43 78 | 1.70 172 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 58 |
|
| WQFJA1++ |  | 2.38 105 | 0.59 12 | 4.21 120 | 2.66 93 | 1.85 309 | 2.47 44 | 0.29 66 | 7.02 112 | 2.10 52 | 3.41 167 | 2.43 71 | 0.68 45 | 1.63 97 | 7.27 155 | 1.00 103 | 0.01 148 | 0.05 217 | 0.01 265 | 0.01 210 | 9.83 675 | 0.09 177 |
|
| DispViT+ |  | 2.39 106 | 0.66 33 | 3.18 40 | 1.32 4 | 5.13 537 | 2.80 58 | 0.09 24 | 12.73 270 | 6.26 208 | 1.59 65 | 1.01 39 | 0.71 46 | 1.06 69 | 9.26 246 | 1.35 138 | 0.62 553 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 52 | 0.02 22 |
|
| gasm-f |  | 2.39 106 | 0.96 127 | 3.77 85 | 3.84 226 | 0.50 89 | 4.50 145 | 2.54 337 | 8.01 145 | 2.33 60 | 2.24 110 | 5.92 194 | 1.19 62 | 4.05 204 | 6.12 120 | 1.31 135 | 0.01 148 | 0.06 256 | 0.05 353 | 0.00 1 | 0.25 293 | 0.14 246 |
|
| aanet-new-22k |  | 2.41 108 | 1.25 220 | 5.47 207 | 3.25 158 | 0.40 60 | 4.44 142 | 2.00 291 | 8.36 164 | 5.01 168 | 1.72 77 | 4.75 149 | 1.55 81 | 4.99 270 | 3.65 52 | 1.01 106 | 0.00 1 | 0.07 285 | 0.01 265 | 0.03 284 | 0.09 158 | 0.10 189 |
|
| monsterstereo |  | 2.41 108 | 0.98 130 | 4.33 123 | 4.12 244 | 4.48 496 | 1.80 23 | 0.08 21 | 5.78 59 | 5.21 181 | 3.36 163 | 7.40 220 | 0.25 10 | 0.37 22 | 8.92 230 | 1.00 103 | 0.01 148 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.01 9 |
|
| aanet-new-90k |  | 2.42 110 | 1.26 224 | 9.16 419 | 2.92 121 | 1.53 268 | 3.13 73 | 1.43 173 | 6.60 98 | 1.73 36 | 0.84 9 | 3.32 93 | 0.91 53 | 5.09 277 | 9.29 248 | 0.80 53 | 0.00 1 | 0.05 217 | 0.00 1 | 0.00 1 | 0.05 98 | 0.25 362 |
|
| LG-Stereo |  | 2.43 111 | 1.44 289 | 7.64 323 | 3.73 215 | 0.82 166 | 3.64 101 | 1.24 151 | 6.41 94 | 5.30 184 | 1.97 93 | 7.31 216 | 0.84 51 | 0.74 45 | 4.85 90 | 2.21 226 | 0.05 324 | 0.04 178 | 0.01 265 | 0.03 284 | 0.33 365 | 0.10 189 |
|
| aanet-32k-new |  | 2.45 112 | 1.49 309 | 5.53 213 | 2.99 133 | 1.32 240 | 5.09 215 | 1.83 267 | 5.66 51 | 1.61 32 | 1.21 32 | 4.15 120 | 2.17 127 | 6.08 319 | 8.40 199 | 1.04 108 | 0.01 148 | 0.07 285 | 0.00 1 | 0.00 1 | 0.10 182 | 0.21 329 |
|
| GCAP-Stereo-DPT-25K |  | 2.45 112 | 0.84 86 | 4.09 111 | 2.41 63 | 1.89 317 | 3.98 113 | 1.61 207 | 11.16 237 | 5.53 192 | 2.00 99 | 4.92 161 | 2.56 141 | 3.54 185 | 2.27 12 | 0.68 38 | 0.02 235 | 0.17 456 | 0.00 1 | 0.43 574 | 0.12 199 | 0.81 510 |
|
| 111111 |  | 2.45 112 | 1.01 137 | 3.89 93 | 3.60 203 | 4.13 470 | 3.49 95 | 0.23 58 | 8.63 173 | 3.25 113 | 2.15 106 | 4.26 126 | 2.29 132 | 2.03 117 | 8.86 229 | 0.94 87 | 0.01 148 | 0.02 112 | 0.08 399 | 0.00 1 | 0.14 214 | 0.04 89 |
|
| PhaseNet |  | 2.46 115 | 1.14 179 | 3.75 83 | 3.35 170 | 0.92 185 | 5.85 279 | 0.43 74 | 7.96 144 | 3.27 118 | 2.28 114 | 2.35 68 | 6.22 248 | 1.10 70 | 6.36 124 | 3.43 311 | 0.15 403 | 0.09 341 | 0.00 1 | 0.00 1 | 0.06 105 | 0.42 430 |
|
| 3.5w_stereo |  | 2.46 115 | 1.21 204 | 4.40 130 | 2.23 35 | 1.53 268 | 6.00 293 | 1.12 140 | 6.82 106 | 2.60 74 | 3.48 168 | 4.35 129 | 0.33 22 | 2.08 120 | 9.99 274 | 3.03 284 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 1 | 0.06 137 |
|
| aanet-new-78k |  | 2.47 117 | 1.27 227 | 10.18 469 | 3.08 141 | 0.28 18 | 2.19 35 | 1.35 166 | 6.66 101 | 1.44 20 | 1.58 64 | 4.08 118 | 1.02 54 | 6.47 339 | 8.61 208 | 0.83 60 | 0.00 1 | 0.04 178 | 0.00 1 | 0.00 1 | 0.03 52 | 0.22 337 |
|
| aanet-new-36k |  | 2.47 117 | 1.13 176 | 5.18 179 | 2.94 124 | 0.28 18 | 5.32 229 | 1.22 149 | 7.53 127 | 2.20 54 | 1.37 52 | 4.35 129 | 1.56 82 | 6.50 342 | 8.66 216 | 0.91 82 | 0.00 1 | 0.07 285 | 0.02 298 | 0.00 1 | 0.03 52 | 0.14 246 |
|
| aanet-new-70k |  | 2.48 119 | 1.18 194 | 8.17 356 | 2.76 102 | 0.62 115 | 4.98 200 | 1.52 188 | 6.84 107 | 1.57 26 | 1.69 73 | 3.83 112 | 0.84 51 | 5.29 287 | 8.97 234 | 1.12 116 | 0.00 1 | 0.02 112 | 0.00 1 | 0.00 1 | 0.03 52 | 0.11 207 |
|
| 3w_stereo |  | 2.49 120 | 0.84 86 | 5.43 200 | 2.46 67 | 0.46 78 | 5.44 236 | 6.54 501 | 7.07 113 | 3.41 125 | 3.30 161 | 4.77 153 | 0.28 14 | 4.24 213 | 4.24 71 | 1.30 133 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 155 |
|
| GCAP-Stereo-DPT-22K |  | 2.52 121 | 0.89 106 | 4.37 127 | 3.28 163 | 3.42 426 | 3.39 87 | 1.45 174 | 7.88 140 | 3.22 110 | 2.29 115 | 7.74 225 | 3.46 166 | 5.13 278 | 2.00 7 | 0.75 49 | 0.02 235 | 0.30 543 | 0.00 1 | 0.43 574 | 0.11 193 | 0.27 372 |
|
| fffft |  | 2.58 122 | 0.86 96 | 5.15 176 | 3.15 147 | 1.32 240 | 4.44 142 | 4.17 412 | 8.04 148 | 3.29 119 | 3.03 153 | 2.20 67 | 1.88 108 | 1.45 89 | 10.41 285 | 1.80 179 | 0.00 1 | 0.04 178 | 0.00 1 | 0.00 1 | 0.31 347 | 0.10 189 |
| 1: 1. 1 |
| AIO_test |  | 2.59 123 | 0.89 106 | 4.07 109 | 3.70 212 | 2.35 357 | 5.35 231 | 2.39 325 | 8.10 151 | 4.33 146 | 1.35 42 | 4.60 140 | 4.27 192 | 1.35 83 | 7.29 158 | 0.71 45 | 0.76 570 | 0.07 285 | 0.00 1 | 0.09 397 | 0.06 105 | 0.03 58 |
|
| Replicate-Monster |  | 2.63 124 | 3.33 547 | 11.97 505 | 2.38 61 | 1.08 204 | 3.13 73 | 0.44 75 | 6.76 104 | 4.42 150 | 3.79 178 | 1.30 47 | 0.66 44 | 1.15 73 | 8.78 221 | 0.48 10 | 0.01 148 | 0.08 322 | 0.00 1 | 0.00 1 | 0.26 304 | 2.68 613 |
|
| TS12 |  | 2.64 125 | 0.78 62 | 3.08 34 | 2.06 22 | 0.32 29 | 6.38 318 | 0.20 55 | 8.17 154 | 4.25 144 | 2.93 146 | 10.46 269 | 1.46 74 | 3.07 162 | 7.82 179 | 1.77 177 | 0.01 148 | 0.01 51 | 0.00 1 | 0.00 1 | 0.04 81 | 0.02 22 |
|
| aanet-new-60k |  | 2.64 125 | 1.31 242 | 9.62 438 | 2.69 96 | 0.91 182 | 6.94 341 | 1.66 215 | 6.67 102 | 1.57 26 | 1.53 62 | 3.90 115 | 2.64 146 | 3.38 176 | 8.81 226 | 0.90 79 | 0.00 1 | 0.07 285 | 0.01 265 | 0.01 210 | 0.04 81 | 0.20 317 |
|
| GIP-stereo |  | 2.66 127 | 1.00 136 | 4.00 101 | 4.99 320 | 3.41 424 | 3.38 86 | 0.77 111 | 8.73 178 | 5.69 198 | 2.08 103 | 5.38 174 | 4.13 188 | 3.21 166 | 5.21 99 | 1.05 111 | 0.01 148 | 0.06 256 | 0.00 1 | 0.00 1 | 0.07 130 | 0.04 89 |
|
| aanet-new-10k |  | 2.69 128 | 1.23 211 | 9.26 421 | 4.00 234 | 0.52 95 | 8.39 374 | 1.89 277 | 7.92 142 | 1.69 35 | 2.89 145 | 2.99 85 | 2.76 151 | 5.48 291 | 3.07 34 | 1.35 138 | 0.00 1 | 0.11 385 | 0.05 353 | 0.04 308 | 0.09 158 | 0.04 89 |
|
| Foundation-i1c-attn |  | 2.71 129 | 0.60 15 | 3.06 31 | 2.24 37 | 0.51 91 | 5.22 221 | 4.50 423 | 8.99 183 | 3.66 130 | 3.62 173 | 3.42 96 | 5.81 237 | 4.90 263 | 6.67 137 | 0.91 82 | 0.02 235 | 0.09 341 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 137 |
|
| Zero-FE251 |  | 2.73 130 | 1.57 346 | 5.05 167 | 4.17 247 | 1.92 322 | 7.26 349 | 0.75 108 | 7.75 138 | 3.01 103 | 4.88 221 | 2.40 69 | 5.44 228 | 4.17 210 | 4.39 76 | 1.31 135 | 0.27 465 | 0.06 256 | 0.04 342 | 0.03 284 | 0.03 52 | 0.12 218 |
|
| MaDis-Stereo |  | 2.73 130 | 1.56 342 | 6.21 260 | 2.96 130 | 2.45 363 | 1.80 23 | 0.28 63 | 7.43 123 | 5.07 174 | 2.57 127 | 3.43 97 | 7.13 275 | 4.71 252 | 5.74 109 | 2.91 274 | 0.00 1 | 0.05 217 | 0.00 1 | 0.00 1 | 0.15 222 | 0.12 218 |
|
| GCAP-Stereo-cres-4k |  | 2.74 132 | 1.02 139 | 5.23 182 | 4.54 287 | 2.61 373 | 9.27 387 | 1.75 246 | 7.23 119 | 3.64 129 | 1.98 95 | 5.02 165 | 2.28 131 | 5.13 278 | 3.57 50 | 1.16 126 | 0.00 1 | 0.13 414 | 0.00 1 | 0.02 255 | 0.05 98 | 0.13 235 |
|
| HUF |  | 2.75 133 | 1.32 246 | 5.28 186 | 2.83 108 | 0.55 100 | 5.23 223 | 2.19 303 | 8.97 181 | 4.23 143 | 1.97 93 | 4.39 132 | 5.03 214 | 2.64 147 | 6.86 146 | 1.44 144 | 0.73 567 | 0.63 612 | 0.09 411 | 0.00 1 | 0.17 244 | 0.44 437 |
|
| LG-Stereo_Zeroshot |  | 2.77 134 | 0.90 115 | 5.49 209 | 4.91 316 | 1.75 297 | 3.75 104 | 0.85 118 | 7.14 115 | 3.33 121 | 3.51 171 | 10.67 273 | 2.03 117 | 5.26 286 | 3.11 35 | 1.80 179 | 0.00 1 | 0.06 256 | 0.00 1 | 0.19 465 | 0.43 409 | 0.19 312 |
|
| IGEV-Stereo+ |  | 2.77 134 | 0.92 118 | 4.09 111 | 3.14 146 | 4.62 507 | 2.57 46 | 0.70 101 | 4.34 18 | 2.29 57 | 1.76 82 | 0.59 27 | 0.77 49 | 3.49 183 | 8.65 214 | 0.68 38 | 0.03 276 | 0.10 363 | 0.00 1 | 0.24 497 | 5.77 653 | 10.68 692 |
|
| SCION-M(vits-remse) |  | 2.78 136 | 0.74 46 | 14.97 561 | 10.56 609 | 1.61 277 | 6.03 300 | 0.13 36 | 6.02 69 | 2.87 92 | 1.35 42 | 2.11 61 | 0.30 15 | 0.36 16 | 6.72 138 | 0.83 60 | 0.82 582 | 0.16 449 | 0.00 1 | 0.02 255 | 0.02 11 | 0.02 22 |
|
| gcap_with_dpt |  | 2.78 136 | 0.83 80 | 5.55 217 | 3.02 136 | 4.35 490 | 5.14 218 | 1.31 158 | 7.11 114 | 4.14 141 | 5.93 240 | 11.93 294 | 2.05 121 | 0.57 35 | 2.55 19 | 0.80 53 | 0.00 1 | 0.08 322 | 0.01 265 | 0.09 397 | 0.11 193 | 0.05 121 |
|
| GCAP-Stereo-DPT-cres |  | 2.79 138 | 0.82 76 | 4.94 158 | 2.88 115 | 4.51 502 | 7.85 363 | 1.68 219 | 7.92 142 | 2.72 82 | 2.50 126 | 5.74 192 | 3.82 182 | 6.75 355 | 2.59 20 | 0.94 87 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 193 | 0.03 58 |
|
| AIO_rvc |  | 2.81 139 | 1.10 166 | 4.88 153 | 3.63 206 | 2.59 372 | 5.36 232 | 1.85 270 | 8.21 157 | 4.37 148 | 1.60 67 | 4.74 148 | 4.74 207 | 1.16 74 | 10.10 277 | 1.13 120 | 0.47 524 | 0.04 178 | 0.00 1 | 0.04 308 | 0.15 222 | 0.12 218 |
|
| SMoEStereo_RVC |  | 2.81 139 | 1.07 155 | 5.08 169 | 3.86 229 | 0.60 112 | 6.39 319 | 1.91 279 | 7.82 139 | 3.79 133 | 3.87 183 | 3.69 107 | 2.78 152 | 2.25 126 | 10.60 292 | 1.99 201 | 0.00 1 | 0.02 112 | 0.03 318 | 0.00 1 | 0.25 293 | 0.17 285 |
|
| mms |  | 2.86 141 | 1.38 268 | 5.26 184 | 3.68 209 | 1.84 306 | 4.23 128 | 4.01 404 | 8.01 145 | 4.29 145 | 2.43 123 | 5.53 188 | 3.05 156 | 1.35 83 | 9.22 243 | 2.06 209 | 0.00 1 | 0.06 256 | 0.00 1 | 0.00 1 | 0.36 378 | 0.44 437 |
|
| aanet-new-8k |  | 2.87 142 | 1.08 158 | 5.00 165 | 3.55 193 | 0.36 49 | 5.96 289 | 1.77 256 | 9.42 188 | 4.81 161 | 2.01 101 | 3.89 114 | 1.30 68 | 6.79 358 | 9.92 270 | 1.42 143 | 0.01 148 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 147 | 0.04 89 |
|
| gcap-zeroshot |  | 2.89 143 | 0.89 106 | 5.46 204 | 2.84 109 | 4.48 496 | 4.56 149 | 1.32 161 | 8.66 174 | 7.60 246 | 5.67 235 | 10.03 256 | 1.78 96 | 0.45 26 | 2.69 23 | 1.04 108 | 0.00 1 | 0.07 285 | 0.00 1 | 0.06 360 | 0.10 182 | 0.04 89 |
|
| UniTT-Stereo |  | 2.89 143 | 0.90 115 | 6.74 276 | 4.08 239 | 2.42 360 | 2.63 48 | 0.42 72 | 5.57 47 | 4.88 164 | 5.36 231 | 7.63 223 | 1.09 58 | 1.47 91 | 8.80 225 | 5.11 387 | 0.03 276 | 0.07 285 | 0.00 1 | 0.01 210 | 0.48 432 | 0.11 207 |
|
| testlalala |  | 2.89 143 | 0.89 106 | 5.46 204 | 2.84 109 | 4.48 496 | 4.56 149 | 1.32 161 | 8.66 174 | 7.60 246 | 5.67 235 | 10.03 256 | 1.78 96 | 0.45 26 | 2.69 23 | 1.04 108 | 0.00 1 | 0.07 285 | 0.00 1 | 0.06 360 | 0.10 182 | 0.04 89 |
|
| 1w_stereo |  | 2.90 146 | 0.72 41 | 3.59 66 | 3.30 166 | 2.15 341 | 4.37 134 | 6.74 510 | 6.40 93 | 5.23 182 | 2.83 144 | 7.30 215 | 0.25 10 | 4.36 216 | 8.30 196 | 2.44 242 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| ours_stereo |  | 2.91 147 | 1.34 254 | 5.14 173 | 3.67 207 | 1.49 264 | 3.87 109 | 2.80 352 | 8.10 151 | 6.28 209 | 2.15 106 | 5.66 190 | 3.98 184 | 1.84 113 | 9.38 250 | 1.77 177 | 0.00 1 | 0.02 112 | 0.00 1 | 0.00 1 | 0.32 357 | 0.34 403 |
|
| AIO-Stereo |   | 2.91 147 | 1.19 199 | 5.14 173 | 4.15 246 | 0.79 159 | 4.67 165 | 1.76 252 | 9.59 196 | 5.19 180 | 2.66 136 | 4.76 152 | 5.40 227 | 0.78 48 | 10.30 281 | 1.23 131 | 0.00 1 | 0.06 256 | 0.00 1 | 0.36 552 | 0.09 158 | 0.15 267 |
|
| aanet-new-14k |  | 2.92 149 | 0.98 130 | 7.97 340 | 3.81 223 | 0.32 29 | 4.39 138 | 1.76 252 | 10.49 221 | 9.76 291 | 2.98 150 | 4.82 157 | 0.62 37 | 6.72 350 | 2.51 18 | 1.21 130 | 0.00 1 | 0.02 112 | 0.01 265 | 0.00 1 | 0.08 147 | 0.03 58 |
|
| Foundation-i1b |  | 2.92 149 | 0.62 17 | 3.27 43 | 2.10 25 | 0.80 163 | 6.05 303 | 4.79 434 | 9.72 202 | 3.49 126 | 4.53 205 | 3.28 90 | 6.44 258 | 5.47 290 | 6.76 142 | 0.92 84 | 0.02 235 | 0.09 341 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 58 |
|
| EGLCR-Stereo |  | 2.92 149 | 1.06 148 | 5.28 186 | 3.38 173 | 0.55 100 | 4.59 156 | 0.66 95 | 10.43 220 | 4.81 161 | 3.30 161 | 3.23 89 | 7.93 296 | 1.71 103 | 9.22 243 | 1.62 163 | 0.05 324 | 0.12 398 | 0.00 1 | 0.00 1 | 0.23 280 | 0.16 276 |
|
| Foundation-i1a |  | 2.94 152 | 0.64 25 | 3.21 41 | 2.24 37 | 0.39 59 | 5.32 229 | 3.99 402 | 9.68 198 | 3.94 138 | 5.17 227 | 3.16 88 | 6.62 262 | 5.95 314 | 7.03 148 | 1.32 137 | 0.02 235 | 0.10 363 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 137 |
|
| GEAR-Net |  | 2.97 153 | 1.14 179 | 5.16 177 | 5.41 372 | 0.47 79 | 4.63 161 | 1.70 224 | 9.96 208 | 4.75 157 | 2.58 128 | 6.27 198 | 4.35 194 | 4.45 229 | 4.96 94 | 3.06 288 | 0.00 1 | 0.09 341 | 0.00 1 | 0.08 381 | 0.24 287 | 0.18 295 |
|
| GELT-Stereo |  | 2.97 153 | 1.18 194 | 4.44 132 | 3.22 156 | 4.16 472 | 2.32 39 | 0.91 125 | 16.08 353 | 5.64 195 | 5.33 230 | 2.41 70 | 3.34 163 | 2.85 156 | 5.84 112 | 1.67 168 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.04 81 | 0.05 121 |
|
| IGEV++ |  | 2.98 155 | 1.27 227 | 5.17 178 | 5.41 372 | 0.47 79 | 4.63 161 | 1.71 237 | 9.97 209 | 4.75 157 | 2.58 128 | 6.27 198 | 4.35 194 | 4.44 225 | 4.98 96 | 3.05 287 | 0.00 1 | 0.07 285 | 0.00 1 | 0.08 381 | 0.24 287 | 0.18 295 |
|
| IGEV-RUCA |  | 3.00 156 | 1.12 173 | 4.51 134 | 4.78 304 | 2.30 352 | 6.18 306 | 1.80 261 | 7.24 121 | 4.79 159 | 2.63 135 | 4.91 159 | 4.06 185 | 2.44 140 | 9.70 262 | 1.50 149 | 0.14 394 | 0.26 528 | 0.21 502 | 0.29 523 | 0.74 515 | 0.35 409 |
|
| zero-FE |  | 3.01 157 | 1.06 148 | 4.57 136 | 4.18 251 | 4.04 465 | 3.24 81 | 1.51 185 | 6.17 81 | 1.87 46 | 1.00 16 | 2.52 72 | 1.72 90 | 4.92 264 | 6.19 122 | 2.77 264 | 0.27 465 | 0.10 363 | 0.00 1 | 0.05 337 | 13.94 692 | 0.09 177 |
|
| MSCF |  | 3.01 157 | 1.87 435 | 5.23 182 | 3.98 233 | 0.70 134 | 5.42 235 | 1.48 176 | 8.59 167 | 4.59 155 | 5.05 224 | 6.40 200 | 1.76 95 | 7.07 362 | 5.69 107 | 1.36 140 | 0.00 1 | 0.02 112 | 0.00 1 | 0.63 599 | 0.16 233 | 0.24 355 |
|
| GCAP-Stereo-DPT-5K |  | 3.02 159 | 0.89 106 | 5.34 191 | 2.90 119 | 4.48 496 | 4.69 168 | 1.34 164 | 8.59 167 | 8.81 274 | 5.94 242 | 10.70 275 | 1.84 104 | 0.51 29 | 2.94 28 | 1.12 116 | 0.00 1 | 0.07 285 | 0.00 1 | 0.04 308 | 0.09 158 | 0.04 89 |
|
| test_for_model |  | 3.02 159 | 0.89 106 | 5.34 191 | 2.90 119 | 4.48 496 | 4.69 168 | 1.34 164 | 8.59 167 | 8.81 274 | 5.94 242 | 10.70 275 | 1.84 104 | 0.51 29 | 2.94 28 | 1.12 116 | 0.00 1 | 0.07 285 | 0.00 1 | 0.04 308 | 0.09 158 | 0.04 89 |
|
| BStereo |   | 3.05 161 | 1.51 318 | 15.51 566 | 2.95 127 | 1.03 193 | 5.97 290 | 3.41 379 | 6.02 69 | 5.56 193 | 2.75 142 | 1.76 59 | 2.49 139 | 0.78 48 | 7.72 174 | 3.07 289 | 0.01 148 | 0.03 153 | 0.04 342 | 0.09 397 | 0.09 158 | 0.17 285 |
|
| GCAP-Stereo-DPT-2K |  | 3.06 162 | 0.86 96 | 5.37 195 | 2.84 109 | 4.43 494 | 4.03 117 | 1.27 153 | 7.50 126 | 7.27 242 | 6.46 250 | 12.28 300 | 2.19 129 | 0.60 37 | 4.86 91 | 0.90 79 | 0.00 1 | 0.07 285 | 0.00 1 | 0.08 381 | 0.09 158 | 0.05 121 |
|
| Selective-IGEV-i32 |  | 3.06 162 | 1.11 169 | 4.98 159 | 3.56 194 | 1.63 283 | 4.72 172 | 2.15 302 | 10.74 232 | 4.55 151 | 2.94 148 | 4.60 140 | 5.53 230 | 1.78 107 | 10.82 307 | 1.69 169 | 0.00 1 | 0.01 51 | 0.00 1 | 0.14 433 | 0.06 105 | 0.13 235 |
|
| Selective-IGEV |  | 3.06 162 | 1.11 169 | 4.98 159 | 3.56 194 | 1.66 285 | 4.73 173 | 2.14 301 | 10.73 231 | 4.56 152 | 2.93 146 | 4.60 140 | 5.54 231 | 1.77 106 | 10.82 307 | 1.69 169 | 0.00 1 | 0.01 51 | 0.00 1 | 0.14 433 | 0.06 105 | 0.13 235 |
|
| RSM++ |  | 3.08 165 | 1.04 145 | 5.27 185 | 4.25 262 | 0.50 89 | 5.04 211 | 2.63 342 | 10.11 211 | 4.34 147 | 3.16 157 | 4.66 145 | 6.73 264 | 1.87 115 | 9.96 272 | 1.69 169 | 0.00 1 | 0.00 1 | 0.01 265 | 0.18 452 | 0.14 214 | 0.10 189 |
|
| aanet-new |  | 3.09 166 | 1.23 211 | 5.57 222 | 4.01 235 | 2.64 378 | 10.34 399 | 1.80 261 | 7.22 118 | 1.74 37 | 1.88 89 | 5.05 168 | 2.33 133 | 7.68 374 | 9.12 241 | 0.99 95 | 0.01 148 | 0.07 285 | 0.00 1 | 0.00 1 | 0.05 98 | 0.05 121 |
|
| RSM |  | 3.10 167 | 0.98 130 | 4.86 152 | 4.17 247 | 1.08 204 | 4.76 181 | 1.83 267 | 10.14 212 | 4.21 142 | 3.38 165 | 4.34 127 | 7.82 292 | 1.75 105 | 10.69 296 | 1.64 166 | 0.00 1 | 0.03 153 | 0.00 1 | 0.18 452 | 0.13 208 | 0.07 155 |
|
| VIP-Stereo |  | 3.13 168 | 1.39 271 | 4.85 151 | 3.02 136 | 4.34 488 | 15.03 504 | 1.76 252 | 5.70 52 | 3.66 130 | 1.87 88 | 5.38 174 | 2.42 135 | 1.84 113 | 9.45 251 | 1.65 167 | 0.00 1 | 0.08 322 | 0.00 1 | 0.00 1 | 0.06 105 | 0.13 235 |
|
| FlowAnything_test |  | 3.13 168 | 1.42 279 | 6.59 268 | 8.69 552 | 1.35 252 | 8.70 377 | 2.51 332 | 7.60 132 | 3.03 105 | 4.10 192 | 2.67 80 | 3.52 173 | 0.75 46 | 5.86 114 | 4.48 364 | 0.06 345 | 0.03 153 | 0.15 471 | 0.66 601 | 0.16 233 | 0.18 295 |
|
| GCAP-Stereo-DPT-3K |  | 3.15 170 | 0.89 106 | 5.41 198 | 2.73 98 | 4.54 504 | 4.68 167 | 1.28 154 | 9.18 187 | 9.89 294 | 5.93 240 | 11.97 295 | 1.79 100 | 0.42 25 | 3.06 33 | 0.85 70 | 0.00 1 | 0.07 285 | 0.00 1 | 0.07 372 | 0.09 158 | 0.04 89 |
|
| DDF-Stereo |  | 3.17 171 | 1.08 158 | 4.40 130 | 4.63 295 | 4.02 464 | 3.40 89 | 1.51 185 | 5.27 38 | 1.78 40 | 0.85 11 | 2.57 75 | 1.68 89 | 4.63 245 | 8.01 186 | 2.80 268 | 0.27 465 | 0.13 414 | 0.00 1 | 0.14 433 | 16.19 698 | 0.09 177 |
|
| AEACV |  | 3.17 171 | 1.11 169 | 5.39 197 | 4.55 288 | 5.35 556 | 4.29 131 | 1.60 204 | 6.21 82 | 5.43 188 | 3.08 155 | 7.85 227 | 4.23 190 | 6.55 345 | 5.51 102 | 1.56 156 | 0.00 1 | 0.09 341 | 0.03 318 | 0.32 539 | 0.20 256 | 0.12 218 |
|
| GASTEREO |  | 3.18 173 | 1.99 456 | 5.13 172 | 4.28 266 | 0.70 134 | 5.59 250 | 1.49 180 | 8.66 174 | 4.94 167 | 5.17 227 | 6.84 208 | 1.58 83 | 7.14 364 | 7.72 174 | 1.38 141 | 0.00 1 | 0.02 112 | 0.00 1 | 0.64 600 | 0.08 147 | 0.23 348 |
|
| DEFOM-Stereo_RVC |  | 3.18 173 | 6.90 621 | 3.85 89 | 10.48 607 | 1.59 274 | 4.71 171 | 0.47 79 | 8.39 166 | 2.76 85 | 2.34 117 | 3.12 87 | 0.74 47 | 7.20 367 | 9.02 239 | 1.62 163 | 0.00 1 | 0.14 431 | 0.00 1 | 0.19 465 | 0.02 11 | 0.03 58 |
|
| NLSM3 |  | 3.19 175 | 0.86 96 | 3.90 94 | 3.11 144 | 4.00 463 | 3.18 75 | 0.55 87 | 13.79 306 | 8.23 263 | 3.39 166 | 6.88 210 | 1.79 100 | 3.97 200 | 7.12 153 | 3.01 280 | 0.01 148 | 0.00 1 | 0.05 353 | 0.00 1 | 0.03 52 | 0.01 9 |
|
| SCV |  | 3.20 176 | 1.40 274 | 5.96 243 | 4.71 298 | 0.71 139 | 4.21 127 | 1.70 224 | 10.94 234 | 6.06 203 | 1.85 87 | 4.80 155 | 6.16 244 | 2.74 152 | 9.82 265 | 1.74 174 | 0.05 324 | 0.09 341 | 0.00 1 | 0.24 497 | 0.50 446 | 0.30 385 |
|
| tt45 |  | 3.20 176 | 0.95 122 | 4.36 126 | 3.73 215 | 1.86 311 | 8.19 370 | 2.05 298 | 9.12 186 | 3.36 124 | 5.60 234 | 4.42 133 | 4.61 206 | 2.39 136 | 11.00 316 | 1.96 195 | 0.00 1 | 0.04 178 | 0.00 1 | 0.01 210 | 0.32 357 | 0.10 189 |
|
| MoCha-V2 |  | 3.20 176 | 0.92 118 | 4.82 150 | 5.09 329 | 0.40 60 | 4.63 161 | 1.37 168 | 9.81 204 | 5.41 187 | 5.58 233 | 5.26 172 | 2.63 145 | 6.48 340 | 9.90 269 | 1.15 122 | 0.02 235 | 0.24 516 | 0.00 1 | 0.25 503 | 0.07 130 | 0.04 89 |
|
| Pointernet |  | 3.22 179 | 0.84 86 | 5.79 236 | 3.22 156 | 0.35 44 | 5.27 226 | 0.37 69 | 16.46 358 | 5.96 201 | 4.11 193 | 6.81 207 | 4.84 210 | 2.73 151 | 4.78 88 | 2.52 247 | 0.00 1 | 0.15 438 | 0.00 1 | 0.22 478 | 0.04 81 | 0.02 22 |
|
| SCV_C0 |  | 3.23 180 | 1.31 242 | 6.44 264 | 3.20 152 | 0.82 166 | 4.84 189 | 1.61 207 | 10.34 218 | 6.85 223 | 2.74 141 | 4.91 159 | 6.26 251 | 1.81 111 | 11.06 320 | 1.50 149 | 0.11 380 | 0.06 256 | 0.00 1 | 0.23 487 | 0.33 365 | 0.11 207 |
|
| MGS-Stereo |  | 3.26 181 | 1.29 234 | 6.73 274 | 3.30 166 | 0.47 79 | 4.89 192 | 1.55 195 | 6.15 80 | 8.88 279 | 4.31 197 | 10.15 259 | 5.48 229 | 1.27 78 | 8.09 191 | 1.97 198 | 0.04 297 | 0.01 51 | 0.02 298 | 0.00 1 | 0.57 474 | 0.04 89 |
|
| rrr |  | 3.26 181 | 1.57 346 | 7.72 328 | 3.36 171 | 0.60 112 | 4.93 195 | 1.59 201 | 10.72 230 | 5.11 178 | 3.79 178 | 4.58 138 | 4.53 202 | 4.00 202 | 10.13 278 | 2.09 213 | 0.00 1 | 0.06 256 | 0.00 1 | 0.22 478 | 0.12 199 | 0.18 295 |
|
| CroCo-Stereo |   | 3.27 183 | 1.90 438 | 7.18 298 | 8.50 550 | 1.11 206 | 0.96 4 | 0.97 130 | 10.18 213 | 8.20 261 | 3.59 172 | 4.69 146 | 8.02 300 | 4.53 236 | 2.75 25 | 2.34 233 | 0.01 148 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 347 | 0.11 207 |
| 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 |
| fffy |  | 3.28 184 | 1.20 201 | 5.94 242 | 3.67 207 | 0.85 169 | 4.84 189 | 1.75 246 | 10.18 213 | 6.44 211 | 2.60 131 | 6.15 195 | 6.33 254 | 3.16 165 | 10.08 276 | 1.62 163 | 0.00 1 | 0.12 398 | 0.00 1 | 0.00 1 | 0.30 335 | 0.33 399 |
|
| IGEVStereo-DCA |  | 3.31 185 | 1.57 346 | 6.20 255 | 3.36 171 | 0.60 112 | 4.93 195 | 1.70 224 | 13.26 284 | 5.04 169 | 3.79 178 | 4.58 138 | 4.53 202 | 4.00 202 | 10.13 278 | 2.09 213 | 0.00 1 | 0.06 256 | 0.00 1 | 0.18 452 | 0.12 199 | 0.14 246 |
|
| test_xeample3 |  | 3.34 186 | 1.54 329 | 7.67 324 | 3.33 169 | 0.68 128 | 5.74 271 | 1.63 210 | 12.05 248 | 3.88 137 | 6.71 251 | 3.81 111 | 3.17 160 | 3.34 175 | 10.59 291 | 2.07 210 | 0.00 1 | 0.02 112 | 0.00 1 | 0.27 516 | 0.13 208 | 0.16 276 |
|
| GCAP-Stereo-DPT-FT |  | 3.37 187 | 5.20 591 | 20.75 622 | 3.26 159 | 3.66 440 | 3.19 76 | 1.77 256 | 8.61 172 | 2.83 90 | 2.16 109 | 3.61 104 | 3.75 178 | 3.63 192 | 3.13 36 | 1.41 142 | 0.05 324 | 0.12 398 | 0.00 1 | 0.01 210 | 0.13 208 | 0.22 337 |
|
| GLC_STEREO |  | 3.40 188 | 1.06 148 | 3.44 57 | 6.52 462 | 0.20 5 | 4.76 181 | 1.66 215 | 8.97 181 | 6.59 215 | 5.39 232 | 9.04 238 | 5.23 222 | 2.03 117 | 9.76 264 | 2.77 264 | 0.01 148 | 0.03 153 | 0.21 502 | 0.00 1 | 0.23 280 | 0.06 137 |
|
| VMStereo-Base |   | 3.41 189 | 0.84 86 | 4.19 119 | 1.72 8 | 0.47 79 | 3.01 64 | 0.57 88 | 10.10 210 | 14.58 363 | 3.85 182 | 9.11 240 | 7.48 289 | 2.36 133 | 7.75 177 | 1.90 188 | 0.07 356 | 0.08 322 | 0.04 342 | 0.00 1 | 0.06 105 | 0.02 22 |
|
| GCAP-Stereo-DPT-20K |  | 3.44 190 | 0.76 57 | 17.99 598 | 1.92 11 | 2.08 336 | 4.60 158 | 1.60 204 | 7.55 128 | 3.25 113 | 2.62 133 | 5.03 166 | 3.50 171 | 4.57 239 | 1.99 5 | 0.60 26 | 0.04 297 | 0.16 449 | 0.00 1 | 0.20 471 | 0.89 531 | 9.42 687 |
|
| 999 |  | 3.44 190 | 0.92 118 | 4.78 146 | 4.69 297 | 2.34 356 | 7.58 359 | 2.20 304 | 9.81 204 | 6.11 205 | 2.96 149 | 4.79 154 | 5.07 215 | 2.27 131 | 12.10 389 | 2.76 263 | 0.03 276 | 0.09 341 | 0.00 1 | 0.00 1 | 0.29 326 | 0.10 189 |
|
| GCAPDPT-zeroshot4090 |  | 3.44 190 | 0.76 57 | 17.99 598 | 1.92 11 | 2.08 336 | 4.60 158 | 1.60 204 | 7.55 128 | 3.25 113 | 2.62 133 | 5.03 166 | 3.50 171 | 4.57 239 | 1.99 5 | 0.60 26 | 0.04 297 | 0.16 449 | 0.00 1 | 0.20 471 | 0.89 531 | 9.42 687 |
|
| DF |  | 3.48 193 | 1.24 218 | 6.65 270 | 4.11 243 | 1.07 201 | 4.50 145 | 1.71 237 | 8.04 148 | 4.39 149 | 3.91 187 | 9.37 245 | 9.95 330 | 1.48 92 | 9.73 263 | 2.61 252 | 0.01 148 | 0.22 497 | 0.00 1 | 0.33 544 | 0.06 105 | 0.16 276 |
|
| ff7 |  | 3.48 193 | 1.76 414 | 6.20 255 | 3.45 178 | 1.13 210 | 5.02 205 | 1.70 224 | 13.26 284 | 5.04 169 | 4.66 212 | 5.47 183 | 3.49 167 | 4.70 248 | 11.14 325 | 2.01 202 | 0.00 1 | 0.04 178 | 0.00 1 | 0.18 452 | 0.30 335 | 0.14 246 |
|
| ffff |  | 3.48 193 | 1.76 414 | 6.20 255 | 3.45 178 | 1.13 210 | 5.02 205 | 1.70 224 | 13.26 284 | 5.04 169 | 4.66 212 | 5.47 183 | 3.49 167 | 4.70 248 | 11.14 325 | 2.01 202 | 0.00 1 | 0.04 178 | 0.00 1 | 0.18 452 | 0.30 335 | 0.14 246 |
|
| 11t |  | 3.48 193 | 1.76 414 | 6.20 255 | 3.45 178 | 1.13 210 | 5.02 205 | 1.70 224 | 13.26 284 | 5.04 169 | 4.66 212 | 5.47 183 | 3.49 167 | 4.70 248 | 11.14 325 | 2.01 202 | 0.00 1 | 0.04 178 | 0.00 1 | 0.18 452 | 0.30 335 | 0.14 246 |
|
| ccc-4 |  | 3.48 193 | 1.76 414 | 6.20 255 | 3.45 178 | 1.13 210 | 5.02 205 | 1.70 224 | 13.26 284 | 5.04 169 | 4.66 212 | 5.47 183 | 3.49 167 | 4.70 248 | 11.14 325 | 2.01 202 | 0.00 1 | 0.04 178 | 0.00 1 | 0.18 452 | 0.30 335 | 0.14 246 |
|
| anonymousdsp |  | 3.51 198 | 1.75 408 | 5.66 227 | 3.49 186 | 1.13 210 | 5.04 211 | 1.74 243 | 13.69 298 | 5.07 174 | 4.83 217 | 5.42 178 | 4.25 191 | 4.44 225 | 11.14 325 | 1.98 199 | 0.00 1 | 0.04 178 | 0.00 1 | 0.18 452 | 0.31 347 | 0.13 235 |
|
| castereo++ |  | 3.52 199 | 1.28 230 | 3.96 98 | 3.76 220 | 2.61 373 | 16.87 552 | 1.95 287 | 7.57 130 | 8.51 269 | 2.26 112 | 4.54 137 | 5.10 216 | 2.04 119 | 8.75 220 | 0.74 46 | 0.00 1 | 0.15 438 | 0.00 1 | 0.35 549 | 0.05 98 | 0.02 22 |
|
| IGEV-Stereo |   | 3.52 199 | 1.75 408 | 5.67 228 | 3.49 186 | 1.12 208 | 5.04 211 | 1.73 239 | 13.70 299 | 5.07 174 | 4.83 217 | 5.42 178 | 4.27 192 | 4.43 224 | 11.15 330 | 1.98 199 | 0.00 1 | 0.04 178 | 0.00 1 | 0.18 452 | 0.31 347 | 0.12 218 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| Foundation-i1 |  | 3.56 201 | 0.63 22 | 2.94 22 | 3.20 152 | 3.52 434 | 6.18 306 | 4.51 424 | 12.68 269 | 5.38 185 | 5.96 245 | 6.16 196 | 7.37 287 | 4.87 261 | 6.38 125 | 1.27 132 | 0.02 235 | 0.09 341 | 0.00 1 | 0.00 1 | 0.03 52 | 0.04 89 |
|
| CREStereo |  | 3.58 202 | 1.05 147 | 3.35 49 | 2.17 30 | 0.59 108 | 5.61 253 | 0.40 70 | 10.50 222 | 13.34 346 | 6.93 258 | 10.44 267 | 5.29 225 | 3.47 180 | 5.82 111 | 2.62 255 | 0.01 148 | 0.01 51 | 0.02 298 | 0.01 210 | 0.04 81 | 0.01 9 |
| 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 |
| LoS |  | 3.59 203 | 1.07 155 | 3.81 87 | 2.80 104 | 0.52 95 | 4.98 200 | 1.18 145 | 10.35 219 | 12.97 335 | 4.54 206 | 10.75 278 | 3.89 183 | 3.27 170 | 8.78 221 | 2.63 256 | 0.03 276 | 0.03 153 | 0.09 411 | 0.00 1 | 0.12 199 | 0.04 89 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| ProNet |  | 3.61 204 | 1.91 441 | 6.17 254 | 3.31 168 | 0.67 127 | 5.51 240 | 6.46 497 | 12.60 267 | 6.23 206 | 3.18 158 | 4.80 155 | 3.64 176 | 3.57 186 | 11.15 330 | 2.11 217 | 0.02 235 | 0.21 487 | 0.01 265 | 0.01 210 | 0.41 403 | 0.14 246 |
|
| trnet |  | 3.62 205 | 0.95 122 | 3.30 45 | 2.21 34 | 0.56 102 | 5.67 266 | 0.42 72 | 10.62 228 | 13.30 344 | 6.89 256 | 10.45 268 | 5.78 235 | 3.69 193 | 5.80 110 | 2.61 252 | 0.00 1 | 0.02 112 | 0.03 318 | 0.01 210 | 0.04 81 | 0.02 22 |
|
| GCAP-BAT |  | 3.64 206 | 1.06 148 | 7.37 312 | 3.46 182 | 3.60 437 | 2.72 52 | 1.55 195 | 8.93 179 | 12.16 321 | 4.62 208 | 6.47 201 | 7.18 280 | 1.80 109 | 9.68 260 | 1.82 183 | 0.04 297 | 0.10 363 | 0.00 1 | 0.01 210 | 0.07 130 | 0.14 246 |
|
| GCAPDPT-zeroshot |  | 3.64 206 | 1.06 148 | 7.35 311 | 3.46 182 | 3.60 437 | 2.72 52 | 1.55 195 | 8.93 179 | 12.16 321 | 4.62 208 | 6.47 201 | 7.18 280 | 1.80 109 | 9.68 260 | 1.81 181 | 0.04 297 | 0.10 363 | 0.00 1 | 0.01 210 | 0.07 130 | 0.14 246 |
|
| U |  | 3.65 208 | 0.64 25 | 5.91 240 | 3.91 230 | 11.89 679 | 11.50 430 | 0.20 55 | 7.66 134 | 5.38 185 | 1.79 84 | 2.55 74 | 0.76 48 | 1.61 95 | 2.34 14 | 0.70 43 | 0.00 1 | 0.04 178 | 10.60 692 | 5.47 681 | 0.04 81 | 0.02 22 |
|
| water-stereo |  | 3.66 209 | 0.84 86 | 4.79 149 | 3.60 203 | 0.79 159 | 5.03 210 | 0.89 123 | 12.93 274 | 5.45 190 | 5.82 238 | 14.74 323 | 6.51 261 | 4.76 258 | 3.37 40 | 3.26 303 | 0.03 276 | 0.13 414 | 0.09 411 | 0.04 308 | 0.06 105 | 0.07 155 |
|
| Anonymus123 |  | 3.68 210 | 1.51 318 | 15.51 566 | 2.95 127 | 1.03 193 | 12.63 453 | 3.41 379 | 11.91 245 | 5.56 193 | 2.75 142 | 1.76 59 | 2.49 139 | 0.78 48 | 7.72 174 | 3.07 289 | 0.01 148 | 0.03 153 | 0.04 342 | 0.09 397 | 0.09 158 | 0.17 285 |
|
| Occ-G |  | 3.68 210 | 1.07 155 | 4.68 140 | 3.11 144 | 1.26 230 | 3.63 100 | 6.75 511 | 7.88 140 | 4.90 166 | 4.37 202 | 8.36 229 | 9.68 327 | 4.39 219 | 9.65 258 | 3.23 302 | 0.00 1 | 0.11 385 | 0.00 1 | 0.19 465 | 0.19 252 | 0.07 155 |
|
| DA |  | 3.70 212 | 0.83 80 | 4.78 146 | 5.07 326 | 0.70 134 | 16.50 546 | 1.94 284 | 9.42 188 | 7.22 238 | 4.02 189 | 6.78 204 | 5.96 240 | 4.49 232 | 4.16 68 | 1.54 153 | 0.05 324 | 0.12 398 | 0.00 1 | 0.00 1 | 0.06 105 | 0.26 366 |
|
| GGEV |  | 3.70 212 | 0.83 80 | 4.78 146 | 5.07 326 | 0.70 134 | 16.50 546 | 1.94 284 | 9.42 188 | 7.22 238 | 4.02 189 | 6.78 204 | 5.96 240 | 4.49 232 | 4.16 68 | 1.54 153 | 0.05 324 | 0.12 398 | 0.00 1 | 0.00 1 | 0.06 105 | 0.26 366 |
|
| rvit_stereo_0081_aga |  | 3.72 214 | 2.39 504 | 8.60 381 | 5.27 359 | 2.99 405 | 5.02 205 | 1.94 284 | 8.12 153 | 6.24 207 | 6.74 252 | 6.85 209 | 5.85 238 | 3.28 172 | 7.31 159 | 3.04 285 | 0.02 235 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 480 | 0.22 337 |
|
| GCAP-Stereo |  | 3.72 214 | 1.60 356 | 7.39 313 | 4.24 257 | 0.37 53 | 5.78 273 | 1.12 140 | 12.28 252 | 6.53 214 | 8.35 277 | 9.69 249 | 6.62 262 | 3.57 186 | 4.58 86 | 1.91 190 | 0.00 1 | 0.07 285 | 0.05 353 | 0.00 1 | 0.25 293 | 0.04 89 |
|
| LoS_RVC |  | 3.72 214 | 2.57 517 | 3.90 94 | 4.27 264 | 7.61 631 | 5.39 234 | 2.90 357 | 7.29 122 | 3.84 135 | 3.67 175 | 10.20 261 | 3.66 177 | 4.48 230 | 6.19 122 | 2.14 221 | 0.01 148 | 0.03 153 | 0.00 1 | 0.00 1 | 0.06 105 | 6.15 656 |
|
| HART |  | 3.80 217 | 1.52 322 | 5.45 203 | 4.85 310 | 0.51 91 | 4.41 141 | 0.76 109 | 12.59 266 | 5.08 177 | 5.95 244 | 12.76 304 | 6.87 269 | 1.72 104 | 10.71 298 | 1.84 184 | 0.00 1 | 0.13 414 | 0.10 430 | 0.00 1 | 0.45 415 | 0.26 366 |
|
| FAST (zero-shot) |  | 3.82 218 | 1.49 309 | 9.02 407 | 10.34 603 | 11.08 671 | 4.96 199 | 2.52 333 | 10.78 233 | 4.74 156 | 1.82 86 | 3.67 106 | 1.22 64 | 2.64 147 | 8.20 195 | 1.52 151 | 0.08 360 | 2.06 660 | 0.00 1 | 0.04 308 | 0.21 261 | 0.03 58 |
|
| DN |  | 3.83 219 | 1.19 199 | 4.90 155 | 4.27 264 | 3.75 445 | 6.26 311 | 0.71 103 | 11.51 240 | 11.19 311 | 3.90 184 | 5.72 191 | 10.08 332 | 2.26 130 | 7.28 156 | 1.96 195 | 0.00 1 | 0.20 479 | 0.32 538 | 0.32 539 | 0.32 357 | 0.53 459 |
|
| CES |  | 3.85 220 | 1.14 179 | 2.91 20 | 3.05 138 | 11.37 674 | 5.37 233 | 1.02 134 | 9.52 194 | 8.82 276 | 3.50 170 | 9.21 244 | 1.78 96 | 0.90 59 | 6.53 129 | 2.37 235 | 0.02 235 | 0.04 178 | 0.01 265 | 0.00 1 | 1.62 572 | 7.74 677 |
|
| WCG-NET |  | 3.86 221 | 0.96 127 | 5.80 237 | 2.92 121 | 0.28 18 | 4.48 144 | 1.80 261 | 7.23 119 | 15.03 366 | 8.77 288 | 9.58 248 | 6.94 273 | 4.20 211 | 6.92 147 | 2.05 207 | 0.00 1 | 0.08 322 | 0.00 1 | 0.00 1 | 0.14 214 | 0.08 170 |
|
| CASnet |  | 3.91 222 | 1.03 144 | 4.68 140 | 4.98 318 | 0.27 16 | 4.99 203 | 2.95 358 | 11.02 236 | 11.02 306 | 10.61 313 | 11.76 291 | 4.15 189 | 1.65 100 | 5.85 113 | 1.91 190 | 0.50 530 | 0.00 1 | 0.59 569 | 0.12 422 | 0.13 208 | 0.02 22 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| rvit_stereo_0081 |  | 3.93 223 | 1.78 423 | 8.60 381 | 6.26 444 | 1.73 293 | 3.48 92 | 2.36 318 | 7.71 136 | 15.81 385 | 4.41 203 | 5.39 176 | 5.14 218 | 3.94 198 | 7.95 184 | 3.57 314 | 0.01 148 | 0.01 51 | 0.00 1 | 0.01 210 | 0.39 395 | 0.10 189 |
|
| rvit_stereo_0082 |  | 3.93 223 | 1.78 423 | 8.60 381 | 6.26 444 | 1.73 293 | 3.48 92 | 2.36 318 | 7.71 136 | 15.81 385 | 4.41 203 | 5.39 176 | 5.14 218 | 3.94 198 | 7.95 184 | 3.57 314 | 0.01 148 | 0.01 51 | 0.00 1 | 0.01 210 | 0.39 395 | 0.10 189 |
|
| castereo |  | 3.96 225 | 1.45 291 | 4.33 123 | 3.73 215 | 1.04 196 | 6.35 316 | 7.23 528 | 9.95 207 | 15.86 388 | 3.01 152 | 7.69 224 | 3.59 174 | 7.43 370 | 5.17 98 | 1.88 186 | 0.03 276 | 0.13 414 | 0.00 1 | 0.26 509 | 0.07 130 | 0.03 58 |
|
| rvit_stereo_0080 |  | 3.98 226 | 2.11 481 | 7.62 321 | 3.68 209 | 1.90 320 | 4.16 121 | 7.60 535 | 9.69 199 | 8.13 258 | 5.08 225 | 7.39 218 | 6.27 252 | 4.44 225 | 6.73 140 | 3.92 340 | 0.20 425 | 0.01 51 | 0.00 1 | 0.00 1 | 0.55 465 | 0.12 218 |
|
| whm_eth |  | 3.98 226 | 2.11 481 | 7.62 321 | 3.68 209 | 1.90 320 | 4.16 121 | 7.60 535 | 9.69 199 | 8.13 258 | 5.08 225 | 7.39 218 | 6.27 252 | 4.44 225 | 6.73 140 | 3.92 340 | 0.20 425 | 0.01 51 | 0.00 1 | 0.00 1 | 0.55 465 | 0.12 218 |
|
| MC-Stereo |  | 3.99 228 | 0.95 122 | 4.70 144 | 5.09 329 | 0.44 76 | 3.77 105 | 1.79 259 | 9.86 206 | 7.05 235 | 6.34 249 | 13.35 311 | 6.83 268 | 6.34 335 | 10.80 305 | 1.75 175 | 0.00 1 | 0.11 385 | 0.06 376 | 0.24 497 | 0.12 199 | 0.14 246 |
|
| CroCo-Stereo Lap2 |  | 4.01 229 | 2.03 471 | 8.14 351 | 9.82 585 | 6.03 588 | 1.11 5 | 0.79 113 | 9.71 201 | 7.98 254 | 3.26 160 | 4.99 162 | 9.08 314 | 5.80 306 | 6.08 118 | 4.39 360 | 0.00 1 | 0.05 217 | 0.00 1 | 0.00 1 | 0.71 505 | 0.30 385 |
|
| depthmonostereo |  | 4.02 230 | 1.64 373 | 5.29 189 | 4.40 275 | 1.19 221 | 8.04 367 | 1.16 144 | 15.24 329 | 12.52 326 | 4.62 208 | 7.49 222 | 4.11 187 | 4.80 260 | 6.61 132 | 2.71 261 | 0.04 297 | 0.21 487 | 0.11 443 | 0.07 372 | 0.07 130 | 0.02 22 |
|
| MM-Stereo_test2 |  | 4.03 231 | 1.20 201 | 7.42 314 | 5.18 347 | 0.76 155 | 7.24 348 | 2.26 313 | 14.57 315 | 8.19 260 | 6.89 256 | 5.13 170 | 4.85 211 | 3.80 195 | 10.49 288 | 1.96 195 | 0.00 1 | 0.12 398 | 0.00 1 | 0.09 397 | 0.33 365 | 0.08 170 |
|
| GCAP-Stereo-DPT-36K |  | 4.05 232 | 10.05 643 | 27.86 641 | 2.06 22 | 3.89 451 | 3.82 107 | 1.73 239 | 8.20 155 | 3.20 109 | 2.36 119 | 4.75 149 | 2.89 154 | 2.70 149 | 4.26 73 | 0.58 23 | 0.04 297 | 0.14 431 | 0.00 1 | 0.44 578 | 0.47 429 | 1.52 574 |
|
| CAS++ |  | 4.07 233 | 1.67 382 | 6.02 247 | 4.17 247 | 1.02 191 | 4.26 130 | 1.68 219 | 19.10 413 | 10.01 296 | 9.18 291 | 9.17 242 | 1.98 111 | 1.41 87 | 9.54 254 | 1.73 173 | 0.02 235 | 0.05 217 | 0.00 1 | 0.00 1 | 0.32 357 | 0.11 207 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| GCAP-Stereo-DPT-50K |  | 4.15 234 | 9.32 634 | 33.97 660 | 2.49 72 | 3.65 439 | 2.87 60 | 1.51 185 | 8.07 150 | 2.71 81 | 2.04 102 | 4.75 149 | 3.05 156 | 3.21 166 | 2.20 11 | 0.66 35 | 0.03 276 | 0.19 473 | 0.00 1 | 0.41 566 | 0.75 516 | 1.05 542 |
|
| plain |  | 4.15 234 | 1.67 382 | 9.97 459 | 4.86 311 | 2.97 404 | 3.27 82 | 1.41 169 | 8.20 155 | 5.51 191 | 3.37 164 | 16.69 350 | 3.03 155 | 2.71 150 | 14.44 481 | 3.91 339 | 0.14 394 | 0.00 1 | 0.03 318 | 0.01 210 | 0.69 500 | 0.14 246 |
|
| PSi22 |  | 4.19 236 | 1.37 262 | 4.15 118 | 3.83 225 | 0.37 53 | 4.56 149 | 0.25 59 | 7.21 117 | 15.42 376 | 4.31 197 | 6.96 212 | 13.76 406 | 5.93 310 | 13.23 449 | 1.88 186 | 0.00 1 | 0.02 112 | 0.00 1 | 0.00 1 | 0.37 385 | 0.20 317 |
|
| DVStereo |   | 4.23 237 | 1.38 268 | 5.58 225 | 3.85 228 | 1.58 272 | 10.80 414 | 1.02 134 | 11.59 241 | 5.65 196 | 11.75 325 | 9.98 250 | 4.54 204 | 3.29 173 | 9.83 266 | 3.01 280 | 0.05 324 | 0.18 465 | 0.08 399 | 0.23 487 | 0.08 147 | 0.06 137 |
|
| quiztm |  | 4.28 238 | 1.71 393 | 5.37 195 | 4.86 311 | 5.11 534 | 4.60 158 | 2.84 355 | 13.08 282 | 7.79 252 | 8.37 279 | 11.40 287 | 6.75 266 | 2.57 145 | 7.18 154 | 2.59 251 | 0.80 578 | 0.03 153 | 0.00 1 | 0.07 372 | 0.41 403 | 0.11 207 |
|
| MIF-Stereo (partial) |  | 4.33 239 | 1.23 211 | 7.27 304 | 5.04 322 | 5.31 554 | 3.47 91 | 0.95 129 | 9.06 184 | 7.41 244 | 4.15 196 | 15.76 336 | 5.38 226 | 5.22 283 | 11.56 350 | 4.21 353 | 0.04 297 | 0.02 112 | 0.05 353 | 0.03 284 | 0.34 371 | 0.12 218 |
|
| MyStereo07 |  | 4.38 240 | 1.92 445 | 5.06 168 | 6.09 431 | 4.31 484 | 6.54 326 | 9.96 573 | 15.35 333 | 5.15 179 | 4.34 200 | 5.65 189 | 3.15 159 | 5.77 305 | 11.33 339 | 1.81 181 | 0.06 345 | 0.10 363 | 0.03 318 | 0.04 308 | 0.63 489 | 0.30 385 |
|
| SCION-Mon(vits-remp) |  | 4.42 241 | 4.67 578 | 14.97 561 | 10.56 609 | 8.33 643 | 29.06 650 | 0.13 36 | 6.02 69 | 2.87 92 | 1.35 42 | 2.11 61 | 0.30 15 | 0.36 16 | 6.72 138 | 0.83 60 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 255 | 0.02 11 | 0.02 22 |
|
| XX-TBD |  | 4.45 242 | 10.67 650 | 3.01 26 | 10.28 602 | 0.57 104 | 5.84 277 | 0.07 20 | 7.57 130 | 12.24 324 | 11.43 323 | 14.74 323 | 4.07 186 | 1.66 101 | 4.51 85 | 2.05 207 | 0.01 148 | 0.01 51 | 0.00 1 | 0.00 1 | 0.26 304 | 0.01 9 |
|
| rvit_stereo_0083 |  | 4.53 243 | 1.94 449 | 9.94 457 | 7.12 501 | 1.67 287 | 4.98 200 | 2.80 352 | 8.25 158 | 18.22 421 | 4.76 216 | 7.78 226 | 6.41 257 | 4.87 261 | 7.54 168 | 3.74 327 | 0.11 380 | 0.04 178 | 0.00 1 | 0.01 210 | 0.24 287 | 0.16 276 |
|
| FE-Mocha |  | 4.54 244 | 2.08 477 | 9.99 461 | 4.36 274 | 2.16 342 | 4.76 181 | 0.81 114 | 13.59 294 | 4.81 161 | 13.39 373 | 11.04 281 | 11.38 353 | 3.45 177 | 5.97 116 | 2.12 220 | 0.03 276 | 0.14 431 | 0.14 464 | 0.38 559 | 0.12 199 | 0.18 295 |
|
| Reg-Stereo(zero) |  | 4.54 244 | 0.68 34 | 4.39 129 | 3.20 152 | 1.30 234 | 3.29 84 | 0.89 123 | 16.64 361 | 12.89 334 | 10.01 300 | 10.70 275 | 10.29 335 | 4.51 235 | 8.83 227 | 2.63 256 | 0.01 148 | 0.14 431 | 0.00 1 | 0.13 427 | 0.03 52 | 0.17 285 |
|
| NLMM |  | 4.55 246 | 1.18 194 | 5.44 201 | 3.48 184 | 5.88 586 | 13.44 469 | 1.59 201 | 11.98 247 | 8.84 277 | 4.92 222 | 5.44 180 | 6.20 246 | 5.05 273 | 9.85 267 | 7.60 452 | 0.01 148 | 0.01 51 | 0.00 1 | 0.00 1 | 0.09 158 | 0.10 189 |
|
| WQFJA1 |  | 4.56 247 | 1.18 194 | 5.44 201 | 3.48 184 | 5.88 586 | 13.44 469 | 1.59 201 | 11.97 246 | 8.85 278 | 4.92 222 | 5.44 180 | 6.20 246 | 5.05 273 | 10.03 275 | 7.60 452 | 0.01 148 | 0.01 51 | 0.00 1 | 0.00 1 | 0.09 158 | 0.10 189 |
|
| WCG-NET(raft) |  | 4.57 248 | 1.16 188 | 6.01 246 | 2.95 127 | 0.19 4 | 5.09 215 | 2.01 293 | 10.28 216 | 15.34 374 | 8.64 286 | 11.43 288 | 9.63 325 | 5.06 275 | 10.96 314 | 2.19 224 | 0.00 1 | 0.13 414 | 0.00 1 | 0.01 210 | 0.14 214 | 0.12 218 |
|
| SE |  | 4.60 249 | 1.47 295 | 5.19 180 | 4.23 255 | 0.85 169 | 9.99 392 | 4.88 439 | 12.51 259 | 10.59 301 | 10.28 308 | 11.98 296 | 4.92 213 | 5.94 311 | 3.97 62 | 1.76 176 | 2.49 645 | 0.07 285 | 0.26 517 | 0.19 465 | 0.37 385 | 0.12 218 |
|
| CREStereo++_RVC |  | 4.61 250 | 0.99 135 | 3.70 78 | 4.08 239 | 2.01 331 | 3.94 111 | 0.10 30 | 9.10 185 | 16.94 400 | 8.65 287 | 16.77 352 | 4.46 197 | 2.18 123 | 5.72 108 | 3.12 293 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 702 | 0.02 11 | 0.01 9 |
| 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 |
| WQFJX1 |  | 4.68 251 | 1.09 164 | 5.54 216 | 4.07 236 | 5.82 581 | 10.92 421 | 3.99 402 | 10.31 217 | 10.17 297 | 5.90 239 | 4.99 162 | 5.79 236 | 5.18 280 | 12.80 428 | 6.89 431 | 0.01 148 | 0.00 1 | 0.01 265 | 0.00 1 | 0.15 222 | 0.06 137 |
|
| iRaftStereo_RVC |  | 4.68 251 | 1.51 318 | 6.89 287 | 4.91 316 | 0.72 148 | 5.26 225 | 0.46 78 | 17.60 375 | 10.47 300 | 9.53 295 | 15.13 328 | 5.75 234 | 3.24 169 | 8.93 231 | 2.22 227 | 0.00 1 | 0.09 341 | 0.00 1 | 0.00 1 | 0.46 421 | 0.41 427 |
|
| WQFJX |  | 4.69 253 | 1.22 206 | 5.36 194 | 3.29 165 | 5.73 577 | 14.19 486 | 1.93 282 | 11.24 238 | 8.68 271 | 5.78 237 | 5.47 183 | 5.72 233 | 5.99 317 | 12.05 381 | 6.87 429 | 0.02 235 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 193 | 0.15 267 |
|
| Former-RAFT_DAM_RVC |  | 4.69 253 | 2.56 516 | 8.72 386 | 4.26 263 | 3.52 434 | 9.22 385 | 1.48 176 | 13.54 292 | 18.88 429 | 7.47 267 | 7.08 214 | 2.04 118 | 2.24 125 | 9.66 259 | 2.27 230 | 0.05 324 | 0.02 112 | 0.07 388 | 0.00 1 | 0.53 458 | 0.21 329 |
|
| TANstereo |  | 4.70 255 | 1.08 158 | 4.01 102 | 3.53 192 | 0.47 79 | 14.26 487 | 0.15 46 | 8.67 177 | 12.54 327 | 12.50 338 | 18.43 372 | 5.20 220 | 4.54 238 | 5.68 106 | 2.07 210 | 0.00 1 | 0.13 414 | 0.00 1 | 0.01 210 | 0.02 11 | 0.63 480 |
|
| Weightmod |  | 4.73 256 | 1.47 295 | 4.38 128 | 2.73 98 | 2.87 393 | 10.79 413 | 1.76 252 | 11.42 239 | 9.66 287 | 8.14 272 | 10.48 270 | 9.45 321 | 6.51 344 | 9.57 256 | 3.48 312 | 0.87 591 | 0.25 524 | 0.06 376 | 0.02 255 | 0.55 465 | 0.18 295 |
|
| rvit_stereo_ft |  | 4.73 256 | 2.68 522 | 9.30 424 | 11.34 631 | 2.74 385 | 4.18 125 | 8.45 546 | 9.77 203 | 9.90 295 | 4.04 191 | 6.26 197 | 6.73 264 | 4.72 254 | 8.99 235 | 5.03 385 | 0.01 148 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 318 | 0.09 177 |
|
| MSKI-zero shot |  | 4.76 258 | 1.56 342 | 5.98 244 | 5.14 340 | 1.13 210 | 6.55 328 | 1.55 195 | 12.76 271 | 8.06 256 | 10.44 311 | 11.50 289 | 13.47 402 | 2.38 134 | 12.07 387 | 1.90 188 | 0.01 148 | 0.20 479 | 0.02 298 | 0.29 523 | 0.14 214 | 0.14 246 |
|
| Weightmod_eth |  | 4.78 259 | 1.21 204 | 4.72 145 | 4.31 272 | 4.65 510 | 7.97 365 | 2.77 348 | 13.53 291 | 6.62 216 | 7.96 271 | 8.11 228 | 9.28 316 | 8.39 395 | 9.49 252 | 1.48 146 | 4.37 667 | 0.10 363 | 0.00 1 | 0.00 1 | 0.51 450 | 0.18 295 |
|
| NLSM1 |  | 4.91 260 | 1.17 191 | 5.72 232 | 4.31 272 | 5.71 576 | 13.78 475 | 1.41 169 | 14.12 309 | 9.85 293 | 5.22 229 | 10.88 280 | 4.43 196 | 4.74 256 | 10.99 315 | 5.64 405 | 0.00 1 | 0.00 1 | 0.01 265 | 0.00 1 | 0.09 158 | 0.04 89 |
|
| GGDA |   | 4.98 261 | 1.35 258 | 5.28 186 | 3.28 163 | 1.27 231 | 5.60 252 | 1.68 219 | 13.06 281 | 14.02 352 | 10.05 301 | 15.39 331 | 7.15 277 | 5.21 282 | 11.58 352 | 4.40 361 | 0.01 148 | 0.01 51 | 0.01 265 | 0.00 1 | 0.11 193 | 0.05 121 |
|
| NLCSM |  | 4.99 262 | 1.39 271 | 5.75 233 | 5.86 406 | 5.86 585 | 11.21 427 | 3.80 397 | 10.71 229 | 8.54 270 | 8.36 278 | 5.25 171 | 4.57 205 | 6.65 347 | 13.57 460 | 7.59 451 | 0.29 471 | 0.01 51 | 0.00 1 | 0.01 210 | 0.24 287 | 0.13 235 |
|
| MM-Stereo_test1 |  | 5.04 263 | 1.17 191 | 6.08 249 | 5.38 368 | 0.80 163 | 4.99 203 | 7.07 520 | 13.43 290 | 12.00 319 | 12.94 358 | 10.20 261 | 5.92 239 | 6.69 348 | 11.26 337 | 2.19 224 | 0.01 148 | 0.11 385 | 0.00 1 | 0.00 1 | 0.42 407 | 0.07 155 |
|
| sCroCo_RVC |  | 5.06 264 | 3.29 545 | 16.45 580 | 10.72 613 | 6.64 604 | 5.83 275 | 2.74 346 | 9.67 197 | 8.06 256 | 3.66 174 | 9.20 243 | 4.81 209 | 4.95 266 | 8.12 193 | 4.64 369 | 0.64 557 | 0.50 594 | 0.06 376 | 0.03 284 | 0.70 503 | 0.42 430 |
|
| RT-Monster |  | 5.07 265 | 1.10 166 | 4.69 142 | 3.44 177 | 4.24 475 | 5.19 220 | 0.81 114 | 12.47 256 | 19.77 435 | 13.38 372 | 13.37 312 | 9.84 328 | 3.27 170 | 7.69 172 | 1.91 190 | 0.04 297 | 0.08 322 | 0.00 1 | 0.00 1 | 0.05 98 | 0.12 218 |
|
| RAFT-Stereo-weight |  | 5.07 265 | 0.93 121 | 5.57 222 | 4.24 257 | 0.72 148 | 6.05 303 | 1.63 210 | 17.77 380 | 17.16 401 | 10.99 319 | 10.22 263 | 12.06 371 | 1.67 102 | 9.25 245 | 2.69 259 | 0.06 345 | 0.11 385 | 0.00 1 | 0.00 1 | 0.15 222 | 0.12 218 |
|
| tg |  | 5.09 267 | 1.48 302 | 6.73 274 | 4.83 306 | 1.23 227 | 7.57 358 | 0.49 80 | 18.35 394 | 11.87 315 | 9.28 293 | 14.61 320 | 7.15 277 | 4.12 206 | 10.58 289 | 2.74 262 | 0.00 1 | 0.04 178 | 0.00 1 | 0.00 1 | 0.45 415 | 0.36 412 |
|
| model_zeroshot |  | 5.12 268 | 1.53 324 | 9.70 449 | 5.33 364 | 1.54 271 | 8.71 378 | 2.23 310 | 15.60 340 | 8.29 264 | 13.74 377 | 10.02 255 | 10.57 339 | 2.97 158 | 8.47 202 | 2.61 252 | 0.02 235 | 0.18 465 | 0.14 464 | 0.25 503 | 0.06 105 | 0.34 403 |
|
| AE-Stereo |  | 5.15 269 | 1.56 342 | 7.99 343 | 8.70 553 | 2.18 343 | 9.12 384 | 3.02 362 | 11.78 243 | 13.30 344 | 4.34 200 | 12.84 305 | 10.83 342 | 4.53 236 | 8.71 218 | 2.82 269 | 0.04 297 | 0.44 578 | 0.05 353 | 0.33 544 | 0.20 256 | 0.17 285 |
|
| 4D-IteraStereo |  | 5.15 269 | 1.47 295 | 7.98 341 | 4.89 315 | 4.69 511 | 6.25 309 | 1.85 270 | 13.23 283 | 16.30 391 | 14.18 383 | 11.26 284 | 8.33 304 | 1.61 95 | 8.07 188 | 2.42 237 | 0.00 1 | 0.05 217 | 0.08 399 | 0.01 210 | 0.19 252 | 0.15 267 |
|
| ManiGeoR |   | 5.19 271 | 1.66 379 | 8.59 379 | 3.09 142 | 3.05 407 | 5.94 287 | 1.66 215 | 19.05 410 | 9.74 289 | 6.25 246 | 14.27 317 | 6.24 249 | 4.97 268 | 12.44 406 | 6.57 424 | 0.01 148 | 0.00 1 | 0.05 353 | 0.00 1 | 0.15 222 | 0.03 58 |
|
| HLf10 |  | 5.19 271 | 1.66 379 | 8.59 379 | 3.09 142 | 3.05 407 | 5.94 287 | 1.66 215 | 19.05 410 | 9.74 289 | 6.25 246 | 14.27 317 | 6.24 249 | 4.97 268 | 12.44 406 | 6.57 424 | 0.01 148 | 0.00 1 | 0.05 353 | 0.00 1 | 0.15 222 | 0.03 58 |
|
| CAS |  | 5.20 273 | 0.78 62 | 3.30 45 | 17.06 673 | 7.59 630 | 8.07 368 | 6.31 487 | 9.46 193 | 9.09 280 | 4.57 207 | 10.67 273 | 1.91 110 | 1.22 76 | 4.18 70 | 2.16 222 | 10.33 693 | 0.02 112 | 0.00 1 | 0.02 255 | 0.44 413 | 6.83 665 |
|
| test_1 |  | 5.20 273 | 1.06 148 | 7.72 328 | 4.21 254 | 0.59 108 | 6.69 331 | 3.03 363 | 12.98 277 | 17.51 410 | 12.35 336 | 8.66 233 | 13.20 393 | 4.12 206 | 9.00 237 | 2.11 217 | 0.00 1 | 0.05 217 | 0.00 1 | 0.32 539 | 0.25 293 | 0.18 295 |
|
| NLMM1 |  | 5.21 275 | 1.29 234 | 6.55 267 | 3.79 222 | 5.49 563 | 12.43 450 | 3.31 376 | 12.18 251 | 15.22 369 | 7.19 266 | 8.46 230 | 5.22 221 | 4.60 243 | 12.03 377 | 6.29 420 | 0.00 1 | 0.02 112 | 0.00 1 | 0.00 1 | 0.10 182 | 0.07 155 |
|
| test-3 |  | 5.21 275 | 1.06 148 | 7.71 327 | 4.19 252 | 0.59 108 | 6.72 334 | 3.01 361 | 12.96 275 | 17.49 409 | 12.53 346 | 8.65 231 | 13.20 393 | 4.14 208 | 9.00 237 | 2.11 217 | 0.00 1 | 0.05 217 | 0.00 1 | 0.32 539 | 0.25 293 | 0.18 295 |
|
| EAI-Stereo |  | 5.21 275 | 1.74 399 | 8.46 371 | 5.69 387 | 1.37 255 | 5.67 266 | 3.52 385 | 18.77 403 | 5.65 196 | 9.75 296 | 16.08 340 | 6.36 255 | 3.57 186 | 11.73 365 | 3.64 319 | 0.01 148 | 0.33 555 | 0.03 318 | 1.06 627 | 0.21 261 | 0.65 488 |
|
| TestStereo_HL2 |  | 5.22 278 | 1.38 268 | 5.53 213 | 3.26 159 | 1.86 311 | 5.59 250 | 2.00 291 | 12.91 273 | 13.35 347 | 10.93 318 | 18.83 379 | 7.13 275 | 5.06 275 | 11.93 374 | 4.59 367 | 0.01 148 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 147 | 0.02 22 |
|
| tt1 |  | 5.27 279 | 1.99 456 | 5.11 170 | 6.02 427 | 0.26 10 | 10.59 408 | 4.22 416 | 18.45 396 | 16.31 392 | 6.75 253 | 8.95 237 | 4.75 208 | 9.15 412 | 10.82 307 | 1.61 161 | 0.00 1 | 0.05 217 | 0.00 1 | 0.04 308 | 0.26 304 | 0.14 246 |
|
| IGEV-FE |  | 5.28 280 | 2.03 471 | 14.26 548 | 6.10 434 | 1.33 245 | 4.32 132 | 1.03 137 | 14.46 310 | 6.50 212 | 13.33 370 | 11.86 292 | 11.00 344 | 3.47 180 | 10.71 298 | 3.65 321 | 0.03 276 | 0.22 497 | 0.15 471 | 0.26 509 | 0.80 521 | 0.20 317 |
|
| ACVNet-DCA |  | 5.28 280 | 2.00 458 | 4.99 161 | 5.89 408 | 0.26 10 | 10.85 416 | 5.38 450 | 20.20 427 | 11.88 316 | 6.95 259 | 10.01 251 | 4.49 199 | 9.78 428 | 10.79 302 | 1.59 158 | 0.00 1 | 0.05 217 | 0.00 1 | 0.04 308 | 0.25 293 | 0.20 317 |
|
| IGEV_Zeroshot_test |  | 5.28 280 | 2.03 471 | 14.26 548 | 6.09 431 | 1.33 245 | 4.32 132 | 1.03 137 | 14.46 310 | 6.50 212 | 13.33 370 | 11.89 293 | 11.01 345 | 3.45 177 | 10.71 298 | 3.64 319 | 0.03 276 | 0.22 497 | 0.15 471 | 0.26 509 | 0.80 521 | 0.20 317 |
|
| HLf8 |  | 5.31 283 | 1.68 388 | 7.70 326 | 3.15 147 | 2.75 386 | 7.19 346 | 1.88 273 | 17.68 377 | 16.71 396 | 7.82 269 | 13.88 314 | 6.00 242 | 3.75 194 | 11.89 373 | 3.81 333 | 0.01 148 | 0.00 1 | 0.01 265 | 0.00 1 | 0.15 222 | 0.04 89 |
|
| RCA-Stereo |  | 5.32 284 | 1.08 158 | 5.91 240 | 4.29 270 | 0.51 91 | 5.65 256 | 4.12 409 | 16.97 365 | 18.67 426 | 8.27 276 | 14.16 315 | 8.86 309 | 8.90 407 | 6.45 127 | 2.18 223 | 0.00 1 | 0.07 285 | 0.10 430 | 0.00 1 | 0.10 182 | 0.07 155 |
|
| cc1 |  | 5.34 285 | 2.00 458 | 4.99 161 | 5.89 408 | 0.26 10 | 10.85 416 | 5.38 450 | 17.85 384 | 15.48 378 | 6.95 259 | 10.01 251 | 4.49 199 | 9.78 428 | 10.79 302 | 1.59 158 | 0.00 1 | 0.05 217 | 0.00 1 | 0.04 308 | 0.30 335 | 0.13 235 |
|
| PMTNet |  | 5.36 286 | 0.97 129 | 3.42 54 | 1.97 13 | 1.30 234 | 8.96 379 | 0.69 100 | 12.33 253 | 12.16 321 | 8.50 283 | 11.35 285 | 6.09 243 | 4.50 234 | 9.34 249 | 2.70 260 | 22.71 709 | 0.01 51 | 0.04 342 | 0.02 255 | 0.06 105 | 0.01 9 |
|
| cross-raft |  | 5.37 287 | 1.23 211 | 6.66 272 | 5.91 413 | 1.25 228 | 6.00 293 | 1.48 176 | 15.82 346 | 7.70 250 | 12.95 359 | 20.80 414 | 11.63 356 | 4.42 220 | 8.59 207 | 2.23 228 | 0.01 148 | 0.21 487 | 0.00 1 | 0.22 478 | 0.21 261 | 0.10 189 |
|
| xyz-stereo-finetune |  | 5.39 288 | 1.47 295 | 5.53 213 | 2.65 90 | 0.30 23 | 11.94 438 | 3.28 368 | 12.96 275 | 21.28 455 | 8.14 272 | 12.32 301 | 6.19 245 | 3.62 191 | 11.80 369 | 5.98 411 | 0.01 148 | 0.02 112 | 0.00 1 | 0.02 255 | 0.16 233 | 0.04 89 |
|
| TestStereo-Hl |   | 5.40 289 | 1.33 249 | 5.55 217 | 3.00 134 | 0.89 177 | 5.51 240 | 4.03 405 | 14.53 313 | 13.48 348 | 10.10 303 | 16.08 340 | 8.99 311 | 8.18 391 | 12.60 419 | 3.48 312 | 0.05 324 | 0.03 153 | 0.01 265 | 0.00 1 | 0.16 233 | 0.06 137 |
|
| HH |  | 5.47 290 | 2.08 477 | 9.00 401 | 4.88 313 | 1.07 201 | 4.93 195 | 3.60 392 | 16.68 362 | 6.83 221 | 8.39 280 | 12.14 298 | 15.05 425 | 9.06 410 | 12.68 420 | 1.93 193 | 0.02 235 | 0.17 456 | 0.18 486 | 0.00 1 | 0.28 318 | 0.48 449 |
|
| HanStereo |  | 5.47 290 | 2.08 477 | 9.00 401 | 4.88 313 | 1.07 201 | 4.93 195 | 3.60 392 | 16.68 362 | 6.83 221 | 8.39 280 | 12.14 298 | 15.05 425 | 9.06 410 | 12.68 420 | 1.93 193 | 0.02 235 | 0.17 456 | 0.18 486 | 0.00 1 | 0.28 318 | 0.48 449 |
|
| test_4 |  | 5.47 290 | 0.98 130 | 5.56 221 | 6.55 466 | 0.62 115 | 5.53 243 | 1.88 273 | 11.68 242 | 6.00 202 | 12.60 350 | 30.86 547 | 7.48 289 | 3.87 196 | 12.25 397 | 2.97 277 | 0.00 1 | 0.07 285 | 0.03 318 | 0.14 433 | 0.34 371 | 0.04 89 |
|
| HUI-Stereo |  | 5.48 293 | 1.74 399 | 9.01 403 | 5.08 328 | 0.42 68 | 5.65 256 | 2.77 348 | 12.55 265 | 7.03 234 | 12.54 348 | 18.10 366 | 13.07 391 | 6.71 349 | 9.92 270 | 3.74 327 | 0.61 550 | 0.08 322 | 0.09 411 | 0.00 1 | 0.22 265 | 0.23 348 |
|
| RAFT-Stereo + iAFF |  | 5.48 293 | 1.66 379 | 7.56 317 | 3.49 186 | 0.40 60 | 2.75 54 | 0.67 96 | 16.07 352 | 14.76 364 | 12.27 333 | 18.67 377 | 11.95 366 | 8.08 389 | 7.84 180 | 2.89 271 | 0.01 148 | 0.06 256 | 0.00 1 | 0.00 1 | 0.37 385 | 0.04 89 |
|
| ROB_FTStereo |  | 5.49 295 | 1.74 399 | 8.96 398 | 5.09 329 | 0.42 68 | 5.65 256 | 1.68 219 | 12.53 264 | 7.00 227 | 12.53 346 | 18.00 363 | 13.02 387 | 6.74 352 | 11.51 347 | 3.81 333 | 0.60 546 | 0.09 341 | 0.09 411 | 0.00 1 | 0.22 265 | 0.22 337 |
|
| PSM-adaLoss |  | 5.50 296 | 1.74 399 | 9.03 408 | 5.09 329 | 0.42 68 | 5.66 261 | 1.98 290 | 12.50 257 | 7.01 232 | 12.52 340 | 18.13 369 | 12.96 383 | 6.77 357 | 11.11 323 | 3.83 335 | 0.72 563 | 0.09 341 | 0.09 411 | 0.00 1 | 0.22 265 | 0.22 337 |
|
| ROB_FTStereo_v2 |  | 5.53 297 | 1.74 399 | 8.97 400 | 5.09 329 | 0.42 68 | 5.64 255 | 2.02 294 | 12.50 257 | 7.00 227 | 12.51 339 | 18.10 366 | 12.99 384 | 6.72 350 | 11.50 346 | 4.04 351 | 0.70 559 | 0.09 341 | 0.09 411 | 0.00 1 | 0.22 265 | 0.23 348 |
|
| CRE-IMP |  | 5.53 297 | 1.63 372 | 9.62 438 | 5.65 382 | 0.48 85 | 7.02 343 | 1.70 224 | 11.84 244 | 8.33 266 | 12.99 362 | 16.02 339 | 11.08 347 | 6.23 327 | 12.06 384 | 5.06 386 | 0.28 469 | 0.07 285 | 0.09 411 | 0.00 1 | 0.24 287 | 0.21 329 |
|
| RAFT-IKP |  | 5.53 297 | 1.74 399 | 8.95 395 | 5.09 329 | 0.41 63 | 5.45 237 | 2.08 299 | 12.52 261 | 7.00 227 | 12.52 340 | 18.13 369 | 12.93 382 | 6.79 358 | 11.59 355 | 3.99 346 | 0.80 578 | 0.09 341 | 0.09 411 | 0.00 1 | 0.22 265 | 0.22 337 |
|
| LL-Strereo2 |  | 5.54 300 | 2.17 488 | 9.12 414 | 5.65 382 | 2.54 369 | 6.48 322 | 2.27 314 | 15.08 324 | 7.79 252 | 10.99 319 | 10.26 264 | 15.94 440 | 3.50 184 | 13.25 450 | 3.63 318 | 0.00 1 | 0.13 414 | 1.34 626 | 0.10 409 | 0.30 335 | 0.19 312 |
|
| iGMRVC |  | 5.54 300 | 1.74 399 | 9.01 403 | 5.09 329 | 0.42 68 | 5.66 261 | 1.81 265 | 12.61 268 | 7.02 233 | 12.52 340 | 18.11 368 | 13.02 387 | 6.64 346 | 11.57 351 | 4.16 352 | 0.82 582 | 0.09 341 | 0.09 411 | 0.00 1 | 0.22 265 | 0.21 329 |
|
| Gwc-CoAtRS |  | 5.54 300 | 1.22 206 | 8.40 364 | 4.28 266 | 1.36 254 | 6.93 340 | 1.31 158 | 15.48 335 | 15.03 366 | 12.62 351 | 13.32 310 | 12.74 380 | 5.71 303 | 8.61 208 | 2.98 279 | 0.01 148 | 0.22 497 | 0.00 1 | 0.29 523 | 0.28 318 | 0.07 155 |
|
| test_3 |  | 5.55 303 | 1.02 139 | 8.07 348 | 6.18 439 | 0.54 98 | 9.00 380 | 3.28 368 | 13.55 293 | 18.66 425 | 11.97 330 | 8.89 236 | 13.98 408 | 4.05 204 | 8.96 233 | 2.10 216 | 0.00 1 | 0.05 217 | 0.00 1 | 0.31 536 | 0.26 304 | 0.18 295 |
|
| CFNet-RSSM |  | 5.55 303 | 1.08 158 | 8.60 381 | 4.30 271 | 1.21 224 | 6.42 321 | 1.25 152 | 16.12 354 | 17.84 414 | 13.12 363 | 11.14 283 | 11.84 361 | 5.52 292 | 9.14 242 | 2.35 234 | 0.01 148 | 0.20 479 | 0.00 1 | 0.36 552 | 0.34 371 | 0.07 155 |
|
| TestStereo_HLe17 |  | 5.56 305 | 1.69 391 | 9.09 412 | 3.07 139 | 2.43 362 | 7.21 347 | 2.98 359 | 17.93 387 | 16.13 390 | 8.49 282 | 16.14 343 | 5.57 232 | 4.29 215 | 12.87 430 | 3.21 300 | 0.04 297 | 0.00 1 | 0.01 265 | 0.00 1 | 0.10 182 | 0.04 89 |
|
| Patchmatch Stereo++ |  | 5.56 305 | 1.74 399 | 9.01 403 | 5.09 329 | 0.41 63 | 5.66 261 | 2.40 326 | 12.52 261 | 7.00 227 | 12.52 340 | 18.08 364 | 13.02 387 | 6.74 352 | 11.59 355 | 4.01 348 | 0.78 572 | 0.09 341 | 0.09 411 | 0.00 1 | 0.22 265 | 0.22 337 |
| Wenjia Ren, Qingmin Liao, Zhijing Shao, Xiangru Lin, Xin Yue, Yu Zhang, Zongqing Lu: Patchmatch Stereo++: Patchmatch Binocular Stereo with Continuous Disparity Optimization. ACM MM 2023 |
| iRAFT |  | 5.56 305 | 1.74 399 | 9.01 403 | 5.09 329 | 0.41 63 | 5.66 261 | 2.40 326 | 12.52 261 | 7.00 227 | 12.52 340 | 18.08 364 | 13.02 387 | 6.74 352 | 11.59 355 | 4.01 348 | 0.78 572 | 0.09 341 | 0.09 411 | 0.00 1 | 0.22 265 | 0.22 337 |
|
| raftrobust |  | 5.56 305 | 1.42 279 | 6.00 245 | 7.04 495 | 5.11 534 | 4.90 194 | 1.88 273 | 17.13 368 | 13.72 350 | 11.87 327 | 11.58 290 | 7.82 292 | 9.21 413 | 10.28 280 | 2.92 275 | 0.02 235 | 0.05 217 | 0.00 1 | 0.00 1 | 0.22 265 | 0.11 207 |
|
| monster_256*512 |  | 5.59 309 | 1.48 302 | 5.42 199 | 5.24 358 | 3.41 424 | 5.27 226 | 3.69 394 | 24.08 478 | 13.24 341 | 7.52 268 | 10.58 271 | 12.66 378 | 7.73 377 | 7.05 150 | 3.68 324 | 0.02 235 | 0.00 1 | 0.00 1 | 0.01 210 | 0.35 375 | 0.40 426 |
|
| 1test111 |  | 5.59 309 | 2.00 458 | 4.99 161 | 5.89 408 | 0.26 10 | 10.85 416 | 5.38 450 | 20.20 427 | 11.88 316 | 6.95 259 | 10.01 251 | 4.49 199 | 9.78 428 | 11.09 321 | 7.45 442 | 0.00 1 | 0.05 217 | 0.00 1 | 0.04 308 | 0.25 293 | 0.20 317 |
|
| xyz-stereo-finetune2 |  | 5.60 311 | 1.64 373 | 5.87 238 | 2.44 64 | 0.32 29 | 15.39 513 | 1.90 278 | 10.59 227 | 5.28 183 | 10.58 312 | 17.82 361 | 7.37 287 | 8.93 408 | 14.86 490 | 8.46 480 | 0.01 148 | 0.02 112 | 0.08 399 | 0.14 433 | 0.23 280 | 0.04 89 |
|
| test-1 |  | 5.62 312 | 1.53 324 | 14.78 559 | 7.44 514 | 1.11 206 | 7.99 366 | 1.19 146 | 13.03 279 | 12.04 320 | 9.39 294 | 15.23 330 | 11.15 350 | 5.56 295 | 7.06 151 | 3.57 314 | 0.07 356 | 0.50 594 | 0.00 1 | 0.10 409 | 0.16 233 | 0.47 445 |
|
| DeepStereo_RVC |  | 5.65 313 | 1.65 375 | 9.06 410 | 5.21 353 | 0.56 102 | 5.55 248 | 1.84 269 | 12.16 250 | 7.22 238 | 13.94 379 | 14.96 326 | 12.58 375 | 10.27 437 | 11.25 336 | 5.81 409 | 0.39 504 | 0.10 363 | 0.11 443 | 0.00 1 | 0.18 248 | 0.22 337 |
|
| HLF11 |  | 5.67 314 | 1.55 332 | 8.56 376 | 3.38 173 | 3.06 409 | 4.57 152 | 1.23 150 | 18.20 393 | 9.49 286 | 9.83 298 | 16.96 353 | 7.53 291 | 4.93 265 | 15.35 497 | 8.47 481 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.23 280 | 0.01 9 |
|
| MM-Stereo_test3 |  | 5.71 315 | 1.22 206 | 5.59 226 | 5.84 405 | 5.43 560 | 4.74 178 | 6.54 501 | 19.30 415 | 23.72 488 | 8.53 284 | 11.36 286 | 7.15 277 | 2.84 155 | 8.62 210 | 2.51 246 | 0.05 324 | 0.07 285 | 0.00 1 | 0.00 1 | 0.45 415 | 0.17 285 |
|
| EKT-Stereo |  | 5.73 316 | 1.42 279 | 7.85 332 | 7.16 503 | 5.35 556 | 5.22 221 | 4.41 420 | 18.13 392 | 14.05 353 | 8.77 288 | 12.85 306 | 9.55 323 | 4.26 214 | 11.19 332 | 2.45 243 | 0.45 518 | 0.23 505 | 0.07 388 | 0.10 409 | 0.16 233 | 0.87 521 |
|
| NRIStereo |  | 5.73 316 | 1.67 382 | 8.42 366 | 5.72 394 | 0.41 63 | 6.71 333 | 2.60 339 | 14.73 319 | 10.71 305 | 12.39 337 | 15.07 327 | 11.58 355 | 6.23 327 | 12.06 384 | 4.78 373 | 0.61 550 | 0.17 456 | 0.11 443 | 0.00 1 | 0.28 318 | 0.27 372 |
|
| rvit_0105_6 |  | 5.74 318 | 2.76 523 | 14.29 550 | 9.83 587 | 1.73 293 | 5.18 219 | 5.24 445 | 10.21 215 | 20.31 441 | 6.26 248 | 6.78 204 | 10.10 334 | 6.43 338 | 11.20 334 | 3.33 306 | 0.18 413 | 0.29 539 | 0.00 1 | 0.00 1 | 0.51 450 | 0.14 246 |
|
| RAFT-Test |  | 5.75 319 | 1.32 246 | 6.77 281 | 4.07 236 | 1.71 291 | 9.95 391 | 1.56 199 | 15.78 345 | 8.34 268 | 12.73 354 | 23.83 455 | 11.80 359 | 4.69 247 | 8.99 235 | 2.57 249 | 0.01 148 | 0.29 539 | 0.00 1 | 0.38 559 | 0.16 233 | 0.07 155 |
|
| Selective-RAFT |  | 5.78 320 | 0.83 80 | 10.24 470 | 6.70 478 | 0.72 148 | 15.49 518 | 1.13 142 | 13.82 307 | 15.41 375 | 6.97 263 | 6.97 213 | 11.63 356 | 8.27 393 | 12.32 399 | 4.73 371 | 0.10 373 | 0.01 51 | 0.00 1 | 0.26 509 | 0.07 130 | 0.03 58 |
|
| SMOE |  | 5.86 321 | 1.15 186 | 5.68 229 | 4.41 276 | 0.90 180 | 13.49 471 | 6.83 513 | 17.46 373 | 11.25 312 | 11.53 324 | 14.89 325 | 9.61 324 | 7.48 371 | 6.40 126 | 2.77 264 | 0.23 446 | 0.01 51 | 2.36 646 | 0.05 337 | 0.45 415 | 0.34 403 |
|
| 11t1 |  | 5.86 321 | 1.10 166 | 7.74 330 | 5.18 347 | 1.44 257 | 13.82 478 | 2.36 318 | 14.92 322 | 7.26 241 | 12.98 361 | 11.10 282 | 11.24 351 | 9.30 415 | 11.59 355 | 6.54 422 | 0.10 373 | 0.16 449 | 0.00 1 | 0.01 210 | 0.18 248 | 0.23 348 |
|
| s12784h |  | 5.87 323 | 0.88 101 | 4.11 114 | 3.01 135 | 0.51 91 | 18.49 573 | 0.98 132 | 18.89 407 | 17.60 411 | 12.52 340 | 12.46 302 | 7.87 295 | 5.01 272 | 11.05 319 | 3.13 295 | 0.73 567 | 0.01 51 | 0.04 342 | 0.00 1 | 0.07 130 | 0.01 9 |
|
| H2IRNET |  | 5.89 324 | 1.14 179 | 6.65 270 | 4.13 245 | 2.24 348 | 4.15 120 | 0.73 105 | 12.10 249 | 13.21 339 | 7.09 264 | 20.45 406 | 15.74 436 | 10.74 446 | 10.36 283 | 7.84 460 | 0.06 345 | 0.00 1 | 0.07 388 | 0.53 591 | 0.37 385 | 0.16 276 |
|
| anonymousdsp2 |  | 5.93 325 | 1.54 329 | 8.34 358 | 4.43 281 | 0.38 58 | 9.24 386 | 4.11 407 | 21.92 455 | 17.36 406 | 12.28 335 | 10.08 258 | 10.05 331 | 4.42 220 | 11.04 317 | 2.54 248 | 0.01 148 | 0.02 112 | 0.30 536 | 0.18 452 | 0.21 261 | 0.18 295 |
|
| GMStereo |   | 5.94 326 | 3.84 564 | 10.86 486 | 5.13 339 | 0.71 139 | 7.27 350 | 2.66 344 | 12.38 254 | 25.14 505 | 12.01 332 | 10.66 272 | 5.12 217 | 3.46 179 | 11.39 342 | 6.16 417 | 0.45 518 | 0.02 112 | 0.05 353 | 0.31 536 | 0.86 527 | 0.25 362 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| S0 |  | 5.95 327 | 1.20 201 | 5.32 190 | 4.51 284 | 2.78 389 | 18.26 568 | 13.84 628 | 12.84 272 | 7.10 236 | 11.37 322 | 13.26 309 | 8.10 301 | 5.94 311 | 8.70 217 | 2.58 250 | 1.95 631 | 0.27 532 | 0.15 471 | 0.07 372 | 0.45 415 | 0.20 317 |
|
| RALCasStereoNet |  | 5.95 327 | 2.02 468 | 7.09 297 | 7.06 496 | 5.10 533 | 6.36 317 | 5.44 456 | 13.97 308 | 13.25 342 | 9.93 299 | 17.45 357 | 10.37 337 | 3.89 197 | 11.64 360 | 4.24 356 | 0.02 235 | 0.46 585 | 0.10 430 | 0.00 1 | 0.20 256 | 0.31 393 |
|
| GMOStereo |  | 5.97 329 | 1.55 332 | 7.18 298 | 5.17 342 | 0.71 139 | 5.54 244 | 2.21 305 | 10.54 223 | 12.86 330 | 18.29 491 | 22.01 432 | 17.06 457 | 6.27 329 | 6.62 133 | 2.43 238 | 0.00 1 | 0.23 505 | 0.12 447 | 0.00 1 | 0.46 421 | 0.10 189 |
|
| error version |  | 5.97 329 | 1.55 332 | 7.18 298 | 5.17 342 | 0.71 139 | 5.54 244 | 2.21 305 | 10.54 223 | 12.86 330 | 18.29 491 | 22.01 432 | 17.06 457 | 6.27 329 | 6.62 133 | 2.43 238 | 0.00 1 | 0.23 505 | 0.12 447 | 0.00 1 | 0.46 421 | 0.10 189 |
|
| test-v |  | 5.97 329 | 1.55 332 | 7.18 298 | 5.17 342 | 0.71 139 | 5.54 244 | 2.21 305 | 10.54 223 | 12.86 330 | 18.29 491 | 22.01 432 | 17.06 457 | 6.27 329 | 6.62 133 | 2.43 238 | 0.00 1 | 0.23 505 | 0.12 447 | 0.00 1 | 0.46 421 | 0.10 189 |
|
| test-2 |  | 5.97 329 | 1.55 332 | 7.18 298 | 5.17 342 | 0.71 139 | 5.54 244 | 2.21 305 | 10.54 223 | 12.86 330 | 18.29 491 | 22.01 432 | 17.06 457 | 6.27 329 | 6.62 133 | 2.43 238 | 0.00 1 | 0.23 505 | 0.12 447 | 0.00 1 | 0.46 421 | 0.10 189 |
|
| xx1 |  | 5.99 333 | 2.00 458 | 4.99 161 | 5.89 408 | 0.26 10 | 10.85 416 | 5.38 450 | 17.84 382 | 15.48 378 | 6.95 259 | 10.01 251 | 16.02 443 | 11.15 458 | 10.79 302 | 1.59 158 | 0.00 1 | 0.05 217 | 0.02 298 | 0.05 337 | 0.25 293 | 0.20 317 |
|
| rafts_anoy |  | 6.02 334 | 1.67 382 | 6.27 261 | 6.53 463 | 4.98 523 | 5.30 228 | 2.53 334 | 13.77 304 | 21.01 449 | 12.70 353 | 16.23 345 | 8.56 307 | 5.65 301 | 9.09 240 | 5.22 392 | 0.04 297 | 0.31 547 | 0.09 411 | 0.03 284 | 0.25 293 | 0.17 285 |
|
| TestStereo |  | 6.02 334 | 2.55 515 | 7.33 310 | 5.57 378 | 1.68 290 | 6.05 303 | 1.78 258 | 13.73 301 | 16.40 395 | 10.87 317 | 23.79 454 | 9.00 312 | 5.63 300 | 11.26 337 | 3.96 343 | 0.09 365 | 0.01 51 | 0.00 1 | 0.00 1 | 0.69 500 | 0.01 9 |
|
| Any-RAFT |  | 6.04 336 | 1.16 188 | 4.52 135 | 4.47 282 | 1.20 222 | 10.46 400 | 1.97 289 | 21.84 450 | 15.52 380 | 11.21 321 | 19.37 385 | 13.34 396 | 4.72 254 | 8.65 214 | 2.03 206 | 0.01 148 | 0.19 473 | 0.00 1 | 0.00 1 | 0.04 81 | 0.08 170 |
|
| iRaft-Stereo_20w |  | 6.06 337 | 1.84 432 | 12.04 507 | 4.23 255 | 1.67 287 | 6.77 337 | 2.22 309 | 18.73 402 | 6.08 204 | 14.72 393 | 10.33 265 | 13.42 401 | 8.14 390 | 15.88 513 | 3.08 292 | 0.01 148 | 0.24 516 | 0.13 459 | 0.39 562 | 0.61 483 | 0.71 498 |
|
| DCRE |  | 6.07 338 | 1.75 408 | 8.41 365 | 7.20 504 | 3.82 450 | 6.48 322 | 4.18 415 | 15.52 337 | 10.42 299 | 9.24 292 | 22.47 443 | 11.71 358 | 5.46 289 | 10.62 293 | 3.02 283 | 0.02 235 | 0.26 528 | 0.05 353 | 0.30 531 | 0.15 222 | 0.24 355 |
|
| XX-Stereo |  | 6.14 339 | 1.47 295 | 9.11 413 | 11.87 638 | 6.76 608 | 3.27 82 | 0.93 127 | 15.13 326 | 5.43 188 | 8.79 290 | 28.46 509 | 13.71 405 | 2.22 124 | 11.51 347 | 2.07 210 | 0.20 425 | 0.24 516 | 0.08 399 | 0.29 523 | 1.04 541 | 0.13 235 |
|
| AFF-stereo |  | 6.17 340 | 1.61 361 | 7.02 294 | 4.08 239 | 0.64 119 | 3.53 97 | 0.76 109 | 16.00 350 | 13.14 337 | 12.86 355 | 25.42 471 | 15.67 435 | 7.86 382 | 11.12 324 | 3.21 300 | 0.02 235 | 0.06 256 | 0.00 1 | 0.00 1 | 0.40 400 | 0.08 170 |
|
| knoymous |  | 6.19 341 | 1.49 309 | 4.49 133 | 3.81 223 | 1.87 315 | 5.84 277 | 5.76 464 | 14.51 312 | 14.18 356 | 13.31 369 | 21.59 428 | 12.64 376 | 6.49 341 | 12.41 405 | 4.03 350 | 0.12 386 | 0.13 414 | 0.12 447 | 0.00 1 | 0.71 505 | 0.35 409 |
|
| TRStereo |  | 6.22 342 | 6.09 605 | 11.30 492 | 9.19 566 | 7.41 626 | 4.75 180 | 1.74 243 | 19.70 419 | 11.74 314 | 10.61 313 | 8.65 231 | 10.67 340 | 3.22 168 | 13.81 466 | 3.60 317 | 0.31 476 | 0.23 505 | 0.12 447 | 0.36 552 | 0.48 432 | 0.38 416 |
|
| AnonymousM |  | 6.33 343 | 11.42 658 | 3.06 31 | 3.93 231 | 1.49 264 | 4.54 148 | 3.29 370 | 11.00 235 | 7.70 250 | 16.52 446 | 9.38 246 | 9.07 313 | 3.97 200 | 7.10 152 | 3.01 280 | 0.43 514 | 0.07 285 | 22.69 705 | 7.67 691 | 0.06 105 | 0.21 329 |
|
| AIO-test1 |  | 6.38 344 | 1.41 278 | 5.70 231 | 9.77 583 | 5.61 567 | 9.09 382 | 1.79 259 | 21.63 448 | 20.69 445 | 6.75 253 | 17.68 359 | 8.19 302 | 4.99 270 | 10.38 284 | 3.16 296 | 0.01 148 | 0.01 51 | 0.00 1 | 0.13 427 | 0.28 318 | 0.26 366 |
|
| MyStereo06 |  | 6.40 345 | 1.76 414 | 13.15 522 | 6.19 440 | 4.40 492 | 7.09 344 | 9.95 571 | 16.68 362 | 6.98 226 | 12.91 356 | 10.76 279 | 17.84 478 | 5.71 303 | 9.97 273 | 3.39 309 | 0.06 345 | 0.10 363 | 0.02 298 | 0.04 308 | 0.73 510 | 0.29 382 |
|
| DCANet-4 |  | 6.41 346 | 1.02 139 | 9.66 443 | 3.41 175 | 0.68 128 | 4.73 173 | 1.70 224 | 17.70 378 | 24.33 498 | 15.10 404 | 20.25 400 | 6.45 259 | 8.65 399 | 8.47 202 | 5.31 396 | 0.01 148 | 0.04 178 | 0.00 1 | 0.00 1 | 0.09 158 | 0.63 480 |
|
| riskmin |  | 6.42 347 | 1.29 234 | 6.76 280 | 3.95 232 | 2.25 349 | 10.49 402 | 2.53 334 | 15.11 325 | 17.60 411 | 9.77 297 | 12.91 307 | 15.25 430 | 12.04 483 | 11.58 352 | 5.11 387 | 0.14 394 | 0.24 516 | 0.13 459 | 0.03 284 | 0.61 483 | 0.69 493 |
|
| DisPM |  | 6.43 348 | 1.31 242 | 8.36 360 | 6.61 473 | 1.06 200 | 5.83 275 | 3.82 399 | 13.04 280 | 11.63 313 | 16.38 441 | 23.88 457 | 12.80 381 | 6.50 342 | 13.03 444 | 3.04 285 | 0.51 533 | 0.01 51 | 0.08 399 | 0.15 442 | 0.10 182 | 0.42 430 |
|
| Lsterematch |  | 6.44 349 | 1.75 408 | 6.90 288 | 3.57 200 | 0.63 117 | 8.44 375 | 1.54 193 | 12.51 259 | 16.89 399 | 16.22 436 | 25.52 473 | 9.64 326 | 4.42 220 | 12.06 384 | 7.98 465 | 0.00 1 | 0.04 178 | 0.00 1 | 0.00 1 | 0.29 326 | 0.31 393 |
|
| DCANet |  | 6.46 350 | 1.59 352 | 7.28 305 | 3.51 191 | 0.68 128 | 4.77 186 | 1.75 246 | 15.33 331 | 23.62 483 | 15.55 420 | 20.73 413 | 7.31 284 | 11.56 473 | 8.83 227 | 5.26 394 | 0.00 1 | 0.05 217 | 0.00 1 | 0.00 1 | 0.26 304 | 1.11 548 |
|
| S |  | 6.47 351 | 1.14 179 | 6.16 253 | 3.77 221 | 5.27 549 | 15.96 526 | 7.30 529 | 15.06 323 | 16.00 389 | 13.40 374 | 17.00 354 | 6.36 255 | 8.81 405 | 7.41 163 | 3.32 305 | 0.22 436 | 0.07 285 | 0.59 569 | 0.41 566 | 0.53 458 | 0.57 470 |
|
| RALAANet |  | 6.49 352 | 2.49 511 | 9.69 448 | 7.09 497 | 4.98 523 | 6.23 308 | 1.68 219 | 19.90 424 | 14.26 357 | 15.04 403 | 14.56 319 | 12.69 379 | 4.38 218 | 12.91 434 | 3.07 289 | 0.02 235 | 0.07 285 | 0.00 1 | 0.10 409 | 0.51 450 | 0.15 267 |
|
| Pruner-Stereo |  | 6.59 353 | 1.51 318 | 8.71 385 | 6.34 449 | 0.85 169 | 5.66 261 | 4.15 410 | 13.74 302 | 11.02 306 | 18.11 486 | 22.09 437 | 15.86 439 | 5.80 306 | 11.75 367 | 5.15 389 | 0.60 546 | 0.02 112 | 0.18 486 | 0.10 409 | 0.07 130 | 0.16 276 |
|
| sAnonymous2 |  | 6.59 353 | 6.21 607 | 19.05 606 | 8.91 556 | 5.27 549 | 4.58 154 | 6.69 507 | 15.56 338 | 11.12 309 | 4.86 219 | 8.71 234 | 3.81 180 | 7.93 383 | 7.38 161 | 2.89 271 | 0.09 365 | 0.07 285 | 0.05 353 | 0.28 519 | 11.25 683 | 7.10 670 |
|
| CroCo_RVC |  | 6.59 353 | 6.21 607 | 19.05 606 | 8.91 556 | 5.27 549 | 4.58 154 | 6.69 507 | 15.56 338 | 11.12 309 | 4.86 219 | 8.71 234 | 3.81 180 | 7.93 383 | 7.38 161 | 2.89 271 | 0.09 365 | 0.07 285 | 0.05 353 | 0.28 519 | 11.25 683 | 7.10 670 |
|
| SST-Stereo |  | 6.60 356 | 1.46 293 | 8.37 361 | 6.68 476 | 0.77 156 | 6.01 296 | 1.93 282 | 14.68 318 | 9.24 282 | 19.09 510 | 20.43 405 | 16.86 455 | 8.59 398 | 13.49 456 | 3.80 332 | 0.22 436 | 0.05 217 | 0.13 459 | 0.00 1 | 0.08 147 | 0.05 121 |
|
| PSM-softLoss |  | 6.61 357 | 1.60 356 | 9.42 430 | 6.48 458 | 0.88 174 | 5.65 256 | 2.04 296 | 22.64 460 | 8.77 272 | 13.95 380 | 22.11 439 | 13.01 385 | 5.22 283 | 12.73 424 | 6.05 412 | 0.49 527 | 0.06 256 | 0.27 520 | 0.56 594 | 0.16 233 | 0.06 137 |
|
| KMStereo |  | 6.61 357 | 1.60 356 | 9.42 430 | 6.48 458 | 0.88 174 | 5.65 256 | 2.04 296 | 22.64 460 | 8.77 272 | 13.95 380 | 22.11 439 | 13.01 385 | 5.22 283 | 12.73 424 | 6.05 412 | 0.49 527 | 0.06 256 | 0.27 520 | 0.56 594 | 0.16 233 | 0.06 137 |
|
| ADStereo(finetuned) |  | 6.68 359 | 1.59 352 | 9.70 449 | 3.49 186 | 0.68 128 | 4.79 187 | 1.75 246 | 15.33 331 | 23.64 484 | 15.56 421 | 20.68 408 | 7.30 283 | 13.85 521 | 8.71 218 | 5.17 390 | 0.00 1 | 0.05 217 | 0.00 1 | 0.00 1 | 0.25 293 | 1.05 542 |
|
| PFNet+ |  | 6.68 359 | 1.40 274 | 9.60 436 | 5.64 381 | 0.85 169 | 5.79 274 | 1.74 243 | 13.63 295 | 15.30 372 | 17.88 479 | 21.38 425 | 14.52 417 | 6.07 318 | 12.74 426 | 4.89 381 | 0.63 555 | 0.20 479 | 0.11 443 | 0.30 531 | 0.05 98 | 0.91 528 |
|
| rvit_0105_4 |  | 6.69 361 | 2.81 525 | 15.46 565 | 10.22 599 | 1.58 272 | 5.99 291 | 5.81 465 | 13.77 304 | 23.65 485 | 7.16 265 | 9.46 247 | 12.64 376 | 7.78 380 | 12.03 377 | 3.83 335 | 0.19 417 | 0.47 587 | 0.00 1 | 0.01 210 | 0.60 481 | 0.37 413 |
|
| raft+_RVC |  | 6.69 361 | 1.61 361 | 5.57 222 | 6.37 450 | 4.62 507 | 6.51 325 | 6.18 484 | 20.39 434 | 23.38 480 | 10.62 315 | 17.82 361 | 9.89 329 | 5.65 301 | 10.70 297 | 3.67 323 | 0.00 1 | 0.14 431 | 0.00 1 | 0.00 1 | 0.34 371 | 0.27 372 |
|
| NF-Stereo |  | 6.72 363 | 1.59 352 | 8.93 391 | 6.60 471 | 0.73 153 | 6.27 312 | 3.38 378 | 20.21 433 | 18.01 417 | 13.22 368 | 19.46 389 | 11.82 360 | 6.16 323 | 12.39 403 | 4.74 372 | 0.33 479 | 0.06 256 | 0.20 497 | 0.23 487 | 0.08 147 | 0.05 121 |
|
| RE-Stereo |  | 6.73 364 | 1.58 349 | 8.94 393 | 6.59 468 | 0.71 139 | 6.27 312 | 3.51 383 | 20.20 427 | 17.99 415 | 13.21 365 | 19.46 389 | 11.94 364 | 6.20 325 | 12.34 400 | 4.79 376 | 0.34 483 | 0.05 217 | 0.20 497 | 0.23 487 | 0.09 158 | 0.05 121 |
|
| TVStereo |  | 6.73 364 | 1.58 349 | 8.94 393 | 6.59 468 | 0.71 139 | 6.27 312 | 3.51 383 | 20.20 427 | 17.99 415 | 13.21 365 | 19.46 389 | 11.94 364 | 6.20 325 | 12.34 400 | 4.79 376 | 0.34 483 | 0.05 217 | 0.20 497 | 0.23 487 | 0.09 158 | 0.05 121 |
|
| OCTAStereo |  | 6.74 366 | 1.59 352 | 8.96 398 | 6.60 471 | 0.72 148 | 6.25 309 | 3.50 381 | 20.20 427 | 18.03 418 | 13.21 365 | 19.45 387 | 12.07 372 | 6.16 323 | 12.36 402 | 4.78 373 | 0.35 486 | 0.06 256 | 0.20 497 | 0.23 487 | 0.09 158 | 0.05 121 |
|
| DIP-Stereo |  | 6.74 366 | 1.93 448 | 10.02 466 | 4.28 266 | 1.64 284 | 13.54 472 | 1.52 188 | 15.16 327 | 6.63 217 | 14.30 388 | 26.81 490 | 10.90 343 | 5.19 281 | 14.78 489 | 7.56 448 | 0.00 1 | 0.06 256 | 0.05 353 | 0.00 1 | 0.17 244 | 0.17 285 |
| Zihua Zheng, Ni Nie, Zhi Ling, Pengfei Xiong, Jiangyu Liu, Hao Wang, Jiankun Li: DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow. cvpr2022 |
| MIPNet |  | 6.75 368 | 1.67 382 | 12.34 509 | 4.67 296 | 1.47 259 | 10.01 393 | 2.24 311 | 26.43 509 | 17.22 402 | 14.72 393 | 12.75 303 | 7.02 274 | 9.68 426 | 8.44 201 | 5.26 394 | 0.01 148 | 0.04 178 | 0.05 353 | 0.09 397 | 0.35 375 | 0.55 464 |
|
| TestStereo_HL3 |  | 6.76 369 | 1.13 176 | 9.61 437 | 3.71 213 | 1.99 328 | 10.46 400 | 6.01 478 | 13.68 296 | 8.31 265 | 12.97 360 | 33.03 585 | 12.44 374 | 8.03 388 | 11.04 317 | 2.39 236 | 0.11 380 | 0.05 217 | 0.01 265 | 0.01 210 | 0.09 158 | 0.06 137 |
|
| RAFT-345 |  | 6.79 370 | 1.29 234 | 6.80 283 | 5.06 325 | 0.91 182 | 5.61 253 | 3.32 377 | 13.36 289 | 10.17 297 | 13.73 376 | 43.66 663 | 9.12 315 | 5.38 288 | 12.29 398 | 4.44 362 | 0.32 477 | 0.05 217 | 0.09 411 | 0.06 360 | 0.06 105 | 0.03 58 |
|
| x |  | 6.80 371 | 1.36 259 | 6.94 290 | 4.58 292 | 1.88 316 | 10.78 412 | 4.55 425 | 19.79 422 | 10.62 302 | 12.69 352 | 19.54 392 | 14.87 423 | 10.11 434 | 9.52 253 | 8.03 469 | 0.07 356 | 0.15 438 | 0.04 342 | 0.04 308 | 0.24 287 | 0.22 337 |
|
| PAM_32 |  | 6.82 372 | 1.73 396 | 14.16 545 | 5.34 366 | 1.47 259 | 13.84 479 | 0.88 122 | 14.75 320 | 6.34 210 | 14.22 386 | 9.14 241 | 24.94 567 | 11.87 479 | 12.50 414 | 2.79 267 | 0.14 394 | 0.27 532 | 0.09 411 | 0.42 571 | 0.54 461 | 0.89 524 |
|
| fff |  | 6.83 373 | 1.55 332 | 7.28 305 | 3.56 194 | 0.32 29 | 4.73 173 | 1.70 224 | 15.75 342 | 31.87 568 | 15.11 405 | 20.25 400 | 6.90 270 | 12.80 500 | 8.63 211 | 5.33 397 | 0.01 148 | 0.04 178 | 0.00 1 | 0.00 1 | 0.09 158 | 0.63 480 |
|
| csc |  | 6.83 373 | 1.55 332 | 7.28 305 | 3.56 194 | 0.32 29 | 4.73 173 | 1.70 224 | 15.75 342 | 31.87 568 | 15.11 405 | 20.25 400 | 6.90 270 | 12.80 500 | 8.63 211 | 5.33 397 | 0.01 148 | 0.04 178 | 0.00 1 | 0.00 1 | 0.09 158 | 0.63 480 |
|
| cscssc |  | 6.83 373 | 1.55 332 | 7.28 305 | 3.56 194 | 0.32 29 | 4.73 173 | 1.70 224 | 15.75 342 | 31.87 568 | 15.11 405 | 20.25 400 | 6.90 270 | 12.80 500 | 8.63 211 | 5.33 397 | 0.01 148 | 0.04 178 | 0.00 1 | 0.00 1 | 0.09 158 | 0.63 480 |
|
| Hybrid-DGEV-03 |  | 6.90 376 | 1.58 349 | 5.75 233 | 6.11 435 | 1.20 222 | 11.62 431 | 2.60 339 | 13.70 299 | 14.15 355 | 16.58 448 | 29.44 523 | 14.00 409 | 5.86 308 | 10.87 311 | 3.69 325 | 0.00 1 | 0.07 285 | 0.13 459 | 0.00 1 | 0.35 375 | 0.28 377 |
|
| UGAM-zero |  | 6.91 377 | 1.47 295 | 13.65 536 | 4.24 257 | 1.67 287 | 5.51 240 | 0.72 104 | 17.44 372 | 6.74 219 | 14.56 389 | 15.84 337 | 24.16 555 | 14.20 530 | 12.79 427 | 3.96 343 | 0.00 1 | 0.22 497 | 0.02 298 | 0.58 596 | 0.14 214 | 0.27 372 |
|
| RAFT_R40 |  | 6.91 377 | 1.53 324 | 8.45 369 | 6.79 484 | 0.77 156 | 5.86 282 | 3.82 399 | 14.85 321 | 14.53 362 | 18.05 485 | 20.03 397 | 17.06 457 | 8.69 400 | 13.40 453 | 3.84 337 | 0.14 394 | 0.02 112 | 0.14 464 | 0.00 1 | 0.09 158 | 0.05 121 |
|
| SME |  | 6.92 379 | 2.49 511 | 5.22 181 | 5.77 398 | 1.73 293 | 21.26 592 | 4.16 411 | 17.28 371 | 15.47 377 | 11.84 326 | 16.16 344 | 7.82 292 | 10.32 438 | 11.72 364 | 5.18 391 | 0.80 578 | 0.00 1 | 0.05 353 | 0.07 372 | 0.87 529 | 0.22 337 |
|
| OMP-Stereo |  | 6.93 380 | 2.57 517 | 9.03 408 | 10.63 611 | 1.72 292 | 4.89 192 | 1.91 279 | 17.84 382 | 15.56 381 | 16.69 452 | 14.16 315 | 17.70 475 | 7.33 368 | 12.93 435 | 4.83 379 | 0.24 452 | 0.03 153 | 0.06 376 | 0.02 255 | 0.19 252 | 0.39 419 |
|
| PAM |  | 6.94 381 | 1.65 375 | 14.88 560 | 5.38 368 | 1.98 327 | 14.76 501 | 1.28 154 | 14.54 314 | 6.77 220 | 15.52 418 | 9.10 239 | 24.15 554 | 11.60 475 | 12.46 411 | 2.33 232 | 0.04 297 | 0.28 538 | 0.07 388 | 0.42 571 | 0.57 474 | 0.99 536 |
|
| qqq |  | 6.96 382 | 1.40 274 | 8.15 352 | 4.50 283 | 1.03 193 | 8.55 376 | 6.93 518 | 20.20 427 | 11.88 316 | 12.00 331 | 18.19 371 | 16.02 443 | 11.15 458 | 11.09 321 | 7.45 442 | 0.06 345 | 0.13 414 | 0.02 298 | 0.05 337 | 0.25 293 | 0.20 317 |
|
| AIO-test2 |  | 7.01 383 | 2.23 496 | 6.87 285 | 8.42 548 | 5.28 552 | 9.03 381 | 5.32 447 | 25.92 501 | 23.54 481 | 6.78 255 | 20.55 407 | 5.25 223 | 3.58 189 | 9.56 255 | 2.50 245 | 3.96 661 | 0.04 178 | 0.03 318 | 0.47 583 | 0.56 472 | 0.33 399 |
|
| MIM_Stereo |  | 7.02 384 | 1.55 332 | 10.78 483 | 4.17 247 | 0.58 105 | 5.25 224 | 1.32 161 | 19.03 408 | 12.59 329 | 16.74 454 | 28.83 512 | 13.20 393 | 5.53 293 | 12.89 432 | 7.11 434 | 0.00 1 | 0.23 505 | 0.00 1 | 0.01 210 | 0.38 392 | 0.28 377 |
|
| R-Stereo Train |  | 7.04 385 | 1.34 254 | 7.89 335 | 6.23 442 | 2.30 352 | 7.51 354 | 5.54 458 | 23.96 473 | 6.94 224 | 16.26 438 | 33.57 594 | 12.04 369 | 5.61 296 | 7.67 170 | 3.74 327 | 0.01 148 | 0.05 217 | 0.01 265 | 0.00 1 | 0.10 182 | 0.12 218 |
|
| RAFT-Stereo |   | 7.04 385 | 1.34 254 | 7.89 335 | 6.23 442 | 2.30 352 | 7.51 354 | 5.54 458 | 23.96 473 | 6.94 224 | 16.26 438 | 33.57 594 | 12.04 369 | 5.61 296 | 7.67 170 | 3.74 327 | 0.01 148 | 0.05 217 | 0.01 265 | 0.00 1 | 0.10 182 | 0.12 218 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| ACRE |  | 7.07 387 | 2.38 503 | 13.26 523 | 7.36 509 | 4.86 514 | 10.28 396 | 4.40 418 | 15.51 336 | 13.69 349 | 17.22 464 | 19.23 384 | 8.00 298 | 4.20 211 | 10.64 294 | 8.50 482 | 0.33 479 | 0.32 550 | 0.03 318 | 0.14 433 | 0.37 385 | 0.77 508 |
|
| MyStereo8 |  | 7.13 388 | 2.48 509 | 10.86 486 | 6.81 486 | 4.98 523 | 10.73 409 | 1.42 171 | 14.58 316 | 9.73 288 | 15.75 423 | 23.16 449 | 12.17 373 | 7.96 386 | 9.85 267 | 10.21 511 | 0.04 297 | 0.19 473 | 0.08 399 | 0.21 475 | 0.58 478 | 0.82 512 |
|
| IPLGR |  | 7.14 389 | 1.31 242 | 13.14 521 | 4.24 257 | 1.15 217 | 9.78 390 | 0.98 132 | 23.98 475 | 21.70 462 | 16.22 436 | 18.43 372 | 8.45 306 | 7.66 373 | 9.26 246 | 5.45 402 | 0.21 430 | 0.05 217 | 0.04 342 | 0.06 360 | 0.32 357 | 0.38 416 |
|
| CIPLG |  | 7.15 390 | 2.44 506 | 12.82 516 | 7.38 510 | 4.93 518 | 10.51 403 | 4.56 426 | 15.17 328 | 13.25 342 | 17.45 470 | 19.75 393 | 8.42 305 | 4.60 243 | 11.41 343 | 8.31 476 | 0.33 479 | 0.32 550 | 0.03 318 | 0.14 433 | 0.37 385 | 0.72 500 |
|
| AIO-Stereo-zeroshot |   | 7.16 391 | 3.12 542 | 14.04 543 | 4.74 299 | 6.89 615 | 6.58 329 | 0.68 97 | 21.97 456 | 9.36 285 | 10.84 316 | 17.38 355 | 17.36 471 | 9.24 414 | 12.45 410 | 4.44 362 | 0.04 297 | 0.24 516 | 0.10 430 | 1.00 625 | 1.36 564 | 1.43 569 |
|
| IPLGR_C |  | 7.16 391 | 2.48 509 | 12.98 519 | 7.52 519 | 4.91 517 | 10.56 404 | 4.59 428 | 15.63 341 | 14.12 354 | 17.42 468 | 18.87 380 | 8.00 298 | 4.59 242 | 10.76 301 | 8.81 486 | 0.32 477 | 0.32 550 | 0.03 318 | 0.13 427 | 0.36 378 | 0.76 505 |
|
| IPLG |  | 7.20 393 | 1.43 283 | 12.55 513 | 5.17 342 | 4.32 487 | 11.11 425 | 1.48 176 | 21.79 449 | 15.10 368 | 19.16 511 | 20.23 399 | 5.26 224 | 5.61 296 | 11.68 361 | 8.14 472 | 0.05 324 | 0.06 256 | 0.03 318 | 0.07 372 | 0.33 365 | 0.50 454 |
|
| StereoVision |  | 7.21 394 | 2.17 488 | 9.29 422 | 9.43 570 | 3.91 455 | 5.09 215 | 1.91 279 | 20.04 425 | 17.37 407 | 8.57 285 | 29.59 526 | 11.08 347 | 6.76 356 | 12.44 406 | 4.71 370 | 0.54 537 | 0.05 217 | 0.16 479 | 0.03 284 | 0.82 523 | 0.30 385 |
|
| 111 |  | 7.26 395 | 1.65 375 | 7.28 305 | 3.56 194 | 0.32 29 | 10.76 410 | 3.53 386 | 20.55 436 | 27.51 531 | 10.07 302 | 16.62 349 | 14.30 411 | 9.53 423 | 12.02 376 | 5.87 410 | 0.14 394 | 0.01 51 | 0.00 1 | 0.00 1 | 0.31 347 | 1.14 552 |
|
| HHNet |  | 7.39 396 | 1.75 408 | 7.24 303 | 3.26 159 | 3.18 413 | 5.04 211 | 6.40 494 | 19.04 409 | 15.70 383 | 20.71 541 | 32.13 571 | 10.69 341 | 5.91 309 | 10.45 287 | 4.60 368 | 0.40 507 | 0.07 285 | 0.21 502 | 0.13 427 | 0.54 461 | 0.41 427 |
|
| noway7 |  | 7.40 397 | 6.70 616 | 18.40 601 | 5.73 395 | 3.28 419 | 6.40 320 | 2.10 300 | 27.85 526 | 14.49 361 | 10.18 305 | 10.19 260 | 15.48 434 | 10.32 438 | 8.19 194 | 6.26 418 | 0.08 360 | 0.00 1 | 0.01 265 | 0.00 1 | 1.41 567 | 1.02 541 |
|
| ASMatch |  | 7.40 397 | 1.42 279 | 8.49 373 | 5.09 329 | 2.00 330 | 4.74 178 | 2.62 341 | 16.54 360 | 13.17 338 | 17.08 459 | 34.75 602 | 13.13 392 | 10.33 441 | 12.04 380 | 4.82 378 | 0.05 324 | 0.24 516 | 0.21 502 | 0.17 450 | 0.16 233 | 0.97 532 |
|
| IIG-Stereo |  | 7.41 399 | 2.13 486 | 8.55 375 | 10.02 593 | 1.76 298 | 6.82 338 | 1.53 191 | 17.17 369 | 15.84 387 | 18.74 504 | 20.30 404 | 18.01 483 | 8.39 395 | 12.89 432 | 5.22 392 | 0.27 465 | 0.03 153 | 0.03 318 | 0.00 1 | 0.16 233 | 0.30 385 |
|
| RAFT+CT+SA |  | 7.44 400 | 1.46 293 | 6.46 266 | 10.73 614 | 3.34 423 | 4.70 170 | 7.45 533 | 16.45 357 | 25.89 513 | 10.18 305 | 27.15 495 | 7.27 282 | 8.00 387 | 15.11 492 | 3.19 299 | 0.02 235 | 0.00 1 | 0.18 486 | 0.46 582 | 0.30 335 | 0.47 445 |
|
| LCNet |  | 7.52 401 | 1.23 211 | 5.35 193 | 6.42 455 | 1.29 233 | 9.27 387 | 5.64 461 | 17.85 384 | 10.63 303 | 16.54 447 | 24.54 462 | 14.85 422 | 11.29 462 | 11.74 366 | 3.88 338 | 0.02 235 | 0.02 112 | 0.22 506 | 2.04 652 | 0.90 535 | 6.76 663 |
|
| rvit_0105_5 |  | 7.60 402 | 3.13 543 | 16.37 579 | 9.97 592 | 1.59 274 | 7.41 352 | 6.27 486 | 17.78 381 | 25.62 510 | 10.30 309 | 10.39 266 | 14.79 421 | 8.95 409 | 12.51 415 | 4.87 380 | 0.17 410 | 0.42 571 | 0.00 1 | 0.11 419 | 0.62 486 | 0.71 498 |
|
| IGEV-BASED-STEREO- |  | 7.61 403 | 27.25 701 | 41.87 677 | 2.73 98 | 0.41 63 | 4.25 129 | 1.50 181 | 6.63 100 | 3.87 136 | 4.31 197 | 3.78 110 | 2.48 138 | 1.39 86 | 5.67 105 | 1.56 156 | 25.09 711 | 0.05 217 | 0.01 265 | 0.08 381 | 4.67 640 | 14.58 699 |
|
| TestStereo1 |  | 7.62 404 | 1.62 367 | 7.60 319 | 10.47 605 | 1.86 311 | 4.76 181 | 2.48 330 | 19.73 420 | 22.33 469 | 16.79 455 | 26.02 478 | 9.33 318 | 9.30 415 | 15.92 516 | 3.37 307 | 0.01 148 | 0.02 112 | 0.02 298 | 0.05 337 | 0.55 465 | 0.28 377 |
|
| SA-5K |  | 7.62 404 | 1.62 367 | 7.60 319 | 10.47 605 | 1.86 311 | 4.76 181 | 2.48 330 | 19.73 420 | 22.33 469 | 16.79 455 | 26.02 478 | 9.33 318 | 9.30 415 | 15.92 516 | 3.37 307 | 0.01 148 | 0.02 112 | 0.02 298 | 0.05 337 | 0.55 465 | 0.28 377 |
|
| Select-FE |  | 7.63 406 | 3.47 551 | 20.76 623 | 6.30 446 | 3.70 442 | 4.03 117 | 0.92 126 | 18.82 404 | 5.95 200 | 12.56 349 | 23.32 450 | 19.63 510 | 12.90 503 | 13.98 470 | 3.39 309 | 0.09 365 | 0.51 598 | 0.05 353 | 0.70 604 | 0.29 326 | 1.21 560 |
|
| FACV-RUCA |  | 7.66 407 | 1.94 449 | 9.40 429 | 7.72 529 | 6.03 588 | 12.99 461 | 3.10 365 | 19.47 416 | 18.51 423 | 12.27 333 | 18.43 372 | 8.28 303 | 10.16 435 | 11.38 341 | 5.62 404 | 0.36 489 | 0.62 611 | 4.36 663 | 0.30 531 | 1.72 580 | 0.55 464 |
|
| test_sample1 |  | 7.66 407 | 1.26 224 | 8.87 389 | 5.04 322 | 2.61 373 | 14.61 498 | 4.58 427 | 20.08 426 | 9.81 292 | 13.83 378 | 21.62 429 | 18.21 490 | 12.26 486 | 11.71 362 | 8.01 467 | 0.11 380 | 0.11 385 | 0.02 298 | 0.02 255 | 0.20 256 | 0.17 285 |
|
| mmm |  | 7.72 409 | 1.50 315 | 8.56 376 | 5.29 360 | 1.89 317 | 14.14 485 | 5.70 463 | 18.42 395 | 11.02 306 | 16.04 431 | 23.78 453 | 17.00 456 | 10.03 433 | 12.03 377 | 7.54 446 | 0.12 386 | 0.07 285 | 0.50 560 | 0.20 471 | 0.31 347 | 0.18 295 |
|
| RAFT-RH_RVC |  | 7.73 410 | 1.25 220 | 6.99 292 | 4.83 306 | 0.90 180 | 11.76 433 | 1.53 191 | 13.00 278 | 14.43 360 | 17.51 472 | 46.41 677 | 11.02 346 | 6.30 333 | 12.68 420 | 4.93 383 | 0.51 533 | 0.04 178 | 0.12 447 | 0.13 427 | 0.09 158 | 0.09 177 |
|
| AIO-Stereo-zeroshot1 |   | 7.76 411 | 3.78 560 | 19.59 610 | 5.04 322 | 10.79 669 | 5.87 284 | 1.85 270 | 19.52 417 | 7.33 243 | 14.18 383 | 21.16 421 | 16.50 450 | 5.97 316 | 13.73 465 | 3.79 331 | 0.04 297 | 0.17 456 | 0.04 342 | 1.30 639 | 2.45 598 | 2.15 603 |
|
| TransformOpticalFlow |  | 7.76 411 | 1.90 438 | 9.31 425 | 5.50 376 | 1.18 220 | 6.97 342 | 8.27 541 | 17.86 386 | 13.21 339 | 14.58 390 | 29.13 515 | 19.01 498 | 10.85 448 | 12.51 415 | 3.69 325 | 0.01 148 | 0.04 178 | 0.20 497 | 0.04 308 | 0.17 244 | 0.84 515 |
|
| HITNet |  | 7.83 413 | 2.93 533 | 8.39 362 | 4.76 303 | 1.48 262 | 12.75 456 | 4.64 429 | 20.97 438 | 14.37 359 | 15.14 409 | 22.15 441 | 14.57 418 | 10.62 443 | 14.38 480 | 8.14 472 | 0.04 297 | 0.01 51 | 0.48 557 | 0.02 255 | 0.57 474 | 0.10 189 |
| 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 |
| test_sample2 |  | 7.86 414 | 1.27 227 | 7.98 341 | 5.00 321 | 2.29 351 | 13.33 467 | 6.88 515 | 20.42 435 | 15.24 370 | 13.95 380 | 21.58 427 | 18.96 497 | 12.12 484 | 12.07 387 | 5.36 400 | 0.12 386 | 0.10 363 | 0.07 388 | 0.03 284 | 0.28 318 | 0.19 312 |
|
| PFNet |  | 7.91 415 | 1.44 289 | 11.60 498 | 7.03 493 | 2.42 360 | 7.60 360 | 6.03 479 | 23.36 470 | 17.24 404 | 20.29 533 | 17.67 358 | 15.44 433 | 7.71 376 | 13.02 443 | 5.71 407 | 0.24 452 | 0.20 479 | 0.12 447 | 0.19 465 | 0.31 347 | 0.61 478 |
|
| SA |  | 7.93 416 | 1.54 329 | 9.13 416 | 7.98 536 | 0.64 119 | 5.85 279 | 2.29 315 | 22.27 457 | 24.54 503 | 13.17 364 | 31.07 551 | 8.87 310 | 10.32 438 | 16.49 533 | 3.12 293 | 0.04 297 | 0.12 398 | 0.17 481 | 0.30 531 | 0.45 415 | 0.17 285 |
|
| AAGNet |  | 7.94 417 | 1.48 302 | 9.34 427 | 7.13 502 | 0.70 134 | 5.85 279 | 5.16 443 | 15.40 334 | 14.01 351 | 20.13 530 | 24.03 458 | 15.28 431 | 11.52 469 | 12.05 381 | 15.47 566 | 0.63 555 | 0.06 256 | 0.32 538 | 0.01 210 | 0.12 199 | 0.09 177 |
|
| FENet |  | 7.94 417 | 1.01 137 | 6.72 273 | 5.87 407 | 2.07 335 | 11.11 425 | 2.03 295 | 21.39 443 | 20.81 446 | 17.14 462 | 22.65 444 | 14.43 413 | 11.54 472 | 12.97 438 | 7.89 462 | 0.15 403 | 0.24 516 | 0.03 318 | 0.02 255 | 0.14 214 | 0.62 479 |
|
| dd |  | 7.96 419 | 4.08 568 | 11.49 497 | 6.53 463 | 0.93 186 | 8.28 373 | 4.03 405 | 16.53 359 | 33.82 587 | 15.17 411 | 16.50 348 | 6.79 267 | 5.96 315 | 14.30 477 | 9.90 502 | 1.13 611 | 0.42 571 | 0.17 481 | 0.44 578 | 2.01 591 | 0.79 509 |
|
| raft_robust |  | 7.97 420 | 2.26 498 | 6.75 277 | 5.83 403 | 0.72 148 | 5.57 249 | 0.84 117 | 33.59 610 | 34.21 594 | 18.17 487 | 19.88 396 | 6.50 260 | 5.62 299 | 15.33 495 | 2.83 270 | 0.03 276 | 0.23 505 | 0.00 1 | 0.37 556 | 0.32 357 | 0.39 419 |
|
| STrans-v2 |  | 7.98 421 | 1.84 432 | 9.42 430 | 4.84 309 | 1.48 262 | 12.23 445 | 10.05 576 | 19.06 412 | 12.32 325 | 13.63 375 | 26.06 482 | 18.13 489 | 12.35 489 | 12.99 440 | 3.99 346 | 0.01 148 | 0.01 51 | 0.18 486 | 0.01 210 | 0.22 265 | 0.83 513 |
|
| zzzzzzz1 |  | 8.07 422 | 7.41 625 | 19.27 609 | 5.70 388 | 5.22 541 | 7.73 361 | 3.29 370 | 19.54 418 | 18.81 428 | 10.22 307 | 16.45 347 | 14.44 414 | 9.67 425 | 12.40 404 | 7.55 447 | 0.94 596 | 0.27 532 | 0.00 1 | 0.06 360 | 1.62 572 | 0.87 521 |
|
| Prome-Stereo |  | 8.10 423 | 1.28 230 | 5.48 208 | 6.50 460 | 1.51 266 | 6.70 332 | 9.42 561 | 21.08 440 | 9.13 281 | 20.88 542 | 32.84 580 | 11.95 366 | 11.86 478 | 11.75 367 | 3.97 345 | 0.01 148 | 0.02 112 | 0.18 486 | 0.12 422 | 0.41 403 | 7.01 668 |
|
| IGEV_i1 |  | 8.11 424 | 1.53 324 | 9.99 461 | 5.80 399 | 1.15 217 | 16.03 527 | 7.19 527 | 19.82 423 | 15.30 372 | 16.39 442 | 17.38 355 | 17.95 481 | 8.38 394 | 14.44 481 | 7.44 440 | 0.25 458 | 0.19 473 | 1.08 612 | 1.12 633 | 0.26 304 | 0.54 462 |
|
| ffm |  | 8.12 425 | 1.43 283 | 9.67 444 | 5.70 388 | 3.44 427 | 11.96 439 | 6.35 488 | 18.45 396 | 16.31 392 | 15.83 426 | 31.44 559 | 17.22 466 | 10.87 450 | 10.82 307 | 1.61 161 | 0.00 1 | 0.05 217 | 0.80 589 | 0.08 381 | 0.26 304 | 0.14 246 |
|
| CASS |  | 8.15 426 | 1.67 382 | 7.68 325 | 8.25 545 | 1.52 267 | 14.39 490 | 2.72 345 | 22.65 462 | 17.23 403 | 15.42 416 | 22.68 445 | 13.47 402 | 11.87 479 | 12.44 406 | 6.07 415 | 0.96 600 | 0.05 217 | 0.12 447 | 0.01 210 | 0.71 505 | 3.14 626 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| Hybrid-DGEV-2 |  | 8.17 427 | 2.51 514 | 8.34 358 | 8.55 551 | 1.17 219 | 11.10 424 | 1.08 139 | 30.90 572 | 27.91 532 | 12.92 357 | 15.67 333 | 11.91 363 | 14.50 540 | 11.71 362 | 4.55 365 | 0.05 324 | 0.08 322 | 0.00 1 | 0.05 337 | 0.28 318 | 0.13 235 |
|
| DN-CSS_ROB |  | 8.17 427 | 2.59 519 | 14.14 544 | 6.11 435 | 3.22 416 | 6.31 315 | 3.53 386 | 22.92 466 | 20.59 444 | 16.66 450 | 30.05 534 | 9.31 317 | 7.95 385 | 13.49 456 | 4.78 373 | 0.72 563 | 0.00 1 | 0.45 554 | 0.00 1 | 0.54 461 | 0.09 177 |
|
| RAFT_CTSACE |  | 8.24 429 | 1.97 453 | 8.39 362 | 6.89 490 | 5.11 534 | 5.86 282 | 2.63 342 | 14.62 317 | 16.88 398 | 23.52 581 | 34.77 603 | 16.02 443 | 7.37 369 | 17.91 551 | 2.23 228 | 0.00 1 | 0.12 398 | 0.00 1 | 0.03 284 | 0.39 395 | 0.05 121 |
|
| FLISNet |  | 8.30 430 | 2.00 458 | 6.75 277 | 4.58 292 | 5.15 539 | 4.16 121 | 0.50 81 | 17.99 389 | 9.24 282 | 25.03 595 | 28.22 505 | 20.23 513 | 12.47 492 | 17.93 552 | 11.49 529 | 0.00 1 | 0.10 363 | 0.00 1 | 0.05 337 | 0.08 147 | 0.05 121 |
|
| CoSv |  | 8.30 430 | 2.00 458 | 6.75 277 | 4.58 292 | 5.15 539 | 4.16 121 | 0.50 81 | 17.99 389 | 9.24 282 | 25.03 595 | 28.22 505 | 20.23 513 | 12.47 492 | 17.93 552 | 11.49 529 | 0.00 1 | 0.10 363 | 0.00 1 | 0.05 337 | 0.08 147 | 0.05 121 |
|
| GMM-Stereo |  | 8.34 432 | 1.09 164 | 6.42 263 | 6.14 438 | 2.52 366 | 10.30 398 | 9.64 567 | 23.44 471 | 10.64 304 | 17.84 477 | 29.89 530 | 17.37 472 | 7.75 379 | 11.55 349 | 4.36 358 | 0.05 324 | 0.01 51 | 0.23 510 | 0.90 614 | 0.46 421 | 6.26 657 |
|
| GANet-ADL |  | 8.36 433 | 2.31 501 | 8.44 368 | 7.39 512 | 2.65 379 | 12.58 452 | 5.24 445 | 29.55 554 | 25.24 506 | 14.19 385 | 16.70 351 | 17.07 462 | 6.91 360 | 10.65 295 | 6.26 418 | 0.38 494 | 0.39 563 | 0.10 430 | 0.12 422 | 0.75 516 | 0.28 377 |
|
| Sa-1000 |  | 8.38 434 | 1.50 315 | 8.13 350 | 7.56 521 | 0.89 177 | 14.39 490 | 2.47 329 | 24.31 482 | 23.74 489 | 15.18 412 | 28.35 508 | 11.42 354 | 8.85 406 | 16.20 528 | 3.28 304 | 0.17 410 | 0.23 505 | 0.15 471 | 0.23 487 | 0.46 421 | 0.19 312 |
|
| GwcNet-ADL |  | 8.48 435 | 1.70 392 | 9.38 428 | 7.10 499 | 2.78 389 | 6.74 336 | 6.57 504 | 30.15 559 | 26.01 517 | 15.15 410 | 17.77 360 | 13.93 407 | 6.96 361 | 12.96 437 | 9.91 503 | 0.48 526 | 0.72 618 | 0.01 265 | 0.01 210 | 0.51 450 | 0.84 515 |
|
| ARAFT |  | 8.50 436 | 3.19 544 | 16.58 581 | 5.52 377 | 0.91 182 | 12.13 444 | 11.20 599 | 17.19 370 | 18.28 422 | 18.40 498 | 16.33 346 | 17.10 463 | 8.58 397 | 18.56 560 | 5.00 384 | 0.11 380 | 0.04 178 | 0.00 1 | 0.00 1 | 0.55 465 | 0.25 362 |
|
| test_5 |  | 8.51 437 | 1.50 315 | 8.19 357 | 11.06 623 | 5.00 526 | 6.91 339 | 5.67 462 | 17.50 374 | 22.09 466 | 16.07 432 | 29.63 527 | 15.28 431 | 10.78 447 | 15.94 518 | 3.65 321 | 0.00 1 | 0.00 1 | 0.26 517 | 0.08 381 | 0.31 347 | 0.35 409 |
|
| RAFT |  | 8.51 437 | 2.16 487 | 8.93 391 | 8.14 540 | 0.81 165 | 12.63 453 | 8.49 548 | 16.34 355 | 15.56 381 | 22.31 564 | 18.99 382 | 19.29 505 | 11.39 467 | 17.57 547 | 6.05 412 | 0.01 148 | 0.19 473 | 0.27 520 | 0.02 255 | 0.64 493 | 0.45 442 |
|
| GES |  | 8.51 437 | 1.98 455 | 11.82 501 | 6.39 452 | 1.77 300 | 12.36 449 | 6.22 485 | 21.55 445 | 21.34 456 | 19.02 509 | 26.02 478 | 8.79 308 | 9.34 418 | 13.94 469 | 7.24 436 | 0.38 494 | 0.10 363 | 0.30 536 | 0.14 433 | 0.69 500 | 0.73 501 |
|
| DMCA |  | 8.51 437 | 1.90 438 | 9.96 458 | 5.16 341 | 4.14 471 | 10.29 397 | 4.46 422 | 25.52 493 | 19.55 432 | 16.33 440 | 20.69 409 | 17.59 473 | 11.26 461 | 10.42 286 | 11.36 528 | 0.50 530 | 0.08 322 | 0.35 542 | 0.05 337 | 0.36 378 | 0.31 393 |
|
| PSM-AAD |  | 8.62 441 | 1.22 206 | 5.69 230 | 6.31 448 | 1.12 208 | 12.74 455 | 10.01 575 | 19.29 414 | 15.25 371 | 21.54 557 | 25.11 467 | 14.24 410 | 13.47 511 | 12.15 392 | 3.93 342 | 0.01 148 | 0.06 256 | 2.48 648 | 0.16 445 | 0.38 392 | 7.28 673 |
|
| FTStereo |  | 8.67 442 | 1.13 176 | 6.04 248 | 6.04 428 | 2.39 359 | 7.86 364 | 12.05 613 | 17.72 379 | 8.33 266 | 20.16 531 | 41.41 647 | 16.10 447 | 12.64 497 | 10.80 305 | 4.37 359 | 0.18 413 | 0.01 51 | 0.09 411 | 0.16 445 | 0.15 222 | 5.71 651 |
|
| iRaft-Stereo_5w |  | 8.70 443 | 1.81 430 | 9.33 426 | 5.83 403 | 3.78 446 | 4.87 191 | 11.12 598 | 15.86 349 | 14.80 365 | 15.23 413 | 26.36 484 | 21.49 524 | 12.91 504 | 15.94 518 | 12.73 538 | 0.58 541 | 0.05 217 | 0.08 399 | 0.09 397 | 0.85 526 | 0.33 399 |
|
| test_sample3 |  | 8.76 444 | 1.62 367 | 9.99 461 | 5.21 353 | 2.61 373 | 17.43 559 | 5.37 448 | 26.91 516 | 19.77 435 | 17.13 461 | 20.82 415 | 16.55 452 | 9.70 427 | 12.52 417 | 8.59 483 | 0.21 430 | 0.07 285 | 0.05 353 | 0.04 308 | 0.39 395 | 0.30 385 |
|
| IRAFT_RVC |  | 8.76 444 | 1.47 295 | 9.55 435 | 7.31 506 | 1.77 300 | 6.49 324 | 10.43 586 | 25.94 502 | 27.33 527 | 17.50 471 | 19.85 395 | 17.93 480 | 10.21 436 | 12.88 431 | 5.44 401 | 0.17 410 | 0.30 543 | 0.19 494 | 0.05 337 | 0.22 265 | 0.12 218 |
|
| HCRNet |  | 8.80 446 | 1.43 283 | 7.74 330 | 14.41 660 | 5.25 545 | 10.85 416 | 2.56 338 | 26.07 505 | 18.04 419 | 15.48 417 | 25.03 465 | 18.63 495 | 9.93 431 | 13.01 441 | 6.76 427 | 0.04 297 | 0.04 178 | 0.10 430 | 0.01 210 | 0.18 248 | 0.38 416 |
|
| DEmStereo |  | 8.85 447 | 1.36 259 | 9.99 461 | 4.24 257 | 1.05 199 | 11.49 429 | 5.91 467 | 13.76 303 | 26.68 523 | 22.03 562 | 32.92 582 | 11.86 362 | 15.27 557 | 11.48 344 | 8.08 471 | 0.16 406 | 0.15 438 | 0.02 298 | 0.09 397 | 0.09 158 | 0.44 437 |
|
| SFCPSM |  | 8.85 447 | 1.40 274 | 11.34 493 | 5.23 357 | 3.47 432 | 16.55 548 | 7.18 526 | 30.71 570 | 25.24 506 | 16.45 443 | 19.45 387 | 11.10 349 | 9.61 424 | 11.88 371 | 5.52 403 | 0.22 436 | 0.17 456 | 0.36 545 | 0.22 478 | 0.29 326 | 0.58 473 |
|
| Selective-IGEV-i1 |  | 8.86 449 | 1.33 249 | 10.58 476 | 5.92 414 | 2.99 405 | 13.65 474 | 10.07 577 | 24.12 480 | 28.99 540 | 14.85 397 | 19.75 393 | 18.80 496 | 6.10 320 | 11.22 335 | 5.69 406 | 0.10 373 | 0.29 539 | 0.92 602 | 1.10 629 | 0.26 304 | 0.51 455 |
|
| GrayStereo |  | 8.86 449 | 1.17 191 | 6.94 290 | 8.09 538 | 2.82 391 | 10.58 407 | 11.40 604 | 17.93 387 | 15.74 384 | 22.43 567 | 30.95 548 | 17.80 477 | 12.44 491 | 11.19 332 | 4.57 366 | 0.02 235 | 0.02 112 | 0.18 486 | 0.79 610 | 0.31 347 | 1.90 591 |
|
| anonymousa |  | 9.03 451 | 1.62 367 | 8.03 347 | 4.19 252 | 5.53 565 | 15.37 512 | 3.81 398 | 18.55 399 | 21.20 454 | 18.28 490 | 30.99 549 | 20.79 516 | 13.42 509 | 10.58 289 | 7.57 449 | 0.00 1 | 0.05 217 | 0.29 532 | 0.18 452 | 0.10 182 | 0.11 207 |
|
| KYRaft |  | 9.04 452 | 1.11 169 | 7.02 294 | 6.50 460 | 0.97 190 | 8.27 372 | 8.19 540 | 22.86 465 | 8.20 261 | 21.30 554 | 31.38 556 | 22.64 537 | 8.20 392 | 11.99 375 | 2.96 276 | 0.02 235 | 0.02 112 | 0.05 353 | 0.68 603 | 0.40 400 | 18.09 707 |
|
| DFGA-Net |  | 9.06 453 | 3.56 553 | 17.96 597 | 5.71 393 | 3.89 451 | 10.76 410 | 3.08 364 | 25.17 489 | 29.50 541 | 16.21 435 | 18.47 375 | 9.49 322 | 6.31 334 | 15.80 509 | 12.54 535 | 0.05 324 | 0.00 1 | 0.06 376 | 0.09 397 | 1.76 581 | 0.83 513 |
|
| rvit_stereo_0075_2 |  | 9.10 454 | 3.87 565 | 19.26 608 | 11.81 636 | 8.82 655 | 5.75 272 | 4.40 418 | 22.77 463 | 17.68 413 | 11.90 328 | 28.34 507 | 16.05 446 | 6.35 336 | 14.30 477 | 7.67 457 | 0.52 535 | 0.34 558 | 0.51 561 | 0.08 381 | 0.38 392 | 1.14 552 |
|
| test_sample4 |  | 9.10 454 | 1.65 375 | 9.91 456 | 5.19 350 | 2.57 371 | 16.59 550 | 5.38 450 | 27.37 521 | 19.80 437 | 17.80 476 | 27.52 498 | 15.01 424 | 11.21 460 | 12.69 423 | 8.15 474 | 0.21 430 | 0.07 285 | 0.06 376 | 0.03 284 | 0.43 409 | 0.30 385 |
|
| BUS |  | 9.20 456 | 1.48 302 | 7.93 337 | 6.74 481 | 3.96 456 | 17.62 565 | 2.79 350 | 33.06 605 | 21.58 459 | 17.99 482 | 21.34 422 | 14.49 415 | 9.40 420 | 14.18 472 | 10.57 515 | 0.19 417 | 0.13 414 | 0.14 464 | 0.04 308 | 0.30 335 | 0.09 177 |
|
| rvit_0105_3 |  | 9.23 457 | 3.67 556 | 17.68 593 | 11.75 634 | 1.89 317 | 9.37 389 | 8.48 547 | 18.68 400 | 30.64 558 | 15.02 402 | 14.72 322 | 17.87 479 | 9.94 432 | 15.66 505 | 6.54 422 | 0.36 489 | 0.43 576 | 0.01 265 | 0.41 566 | 0.50 446 | 1.01 539 |
|
| MyStereo04 |  | 9.24 458 | 1.92 445 | 8.78 387 | 6.09 431 | 4.31 484 | 6.54 326 | 9.96 573 | 32.24 596 | 41.99 643 | 14.26 387 | 11.98 296 | 12.00 368 | 12.01 482 | 13.93 467 | 7.53 445 | 0.06 345 | 0.10 363 | 0.03 318 | 0.04 308 | 0.63 489 | 0.30 385 |
|
| CoDeX |  | 9.24 458 | 1.77 420 | 9.54 434 | 6.08 430 | 3.79 448 | 16.45 545 | 6.76 512 | 26.15 506 | 25.03 504 | 17.18 463 | 25.12 468 | 14.69 420 | 11.68 476 | 12.22 394 | 6.71 426 | 0.30 473 | 0.20 479 | 0.15 471 | 0.02 255 | 0.23 280 | 0.68 491 |
|
| CrosDoStereo |  | 9.24 458 | 1.29 234 | 8.16 354 | 4.56 290 | 1.04 196 | 7.52 356 | 15.00 642 | 15.85 347 | 24.31 496 | 24.27 584 | 33.44 591 | 13.37 397 | 13.82 519 | 12.23 395 | 8.86 489 | 0.01 148 | 0.11 385 | 0.09 411 | 0.04 308 | 0.36 378 | 0.53 459 |
|
| DeepStereo_LL |  | 9.24 458 | 1.29 234 | 8.16 354 | 4.56 290 | 1.04 196 | 7.52 356 | 15.00 642 | 15.85 347 | 24.31 496 | 24.27 584 | 33.44 591 | 13.37 397 | 13.82 519 | 12.23 395 | 8.86 489 | 0.01 148 | 0.11 385 | 0.09 411 | 0.04 308 | 0.36 378 | 0.53 459 |
|
| DRaft |  | 9.27 462 | 1.23 211 | 9.08 411 | 3.62 205 | 0.78 158 | 13.27 466 | 5.89 466 | 16.97 365 | 29.57 543 | 21.15 552 | 38.46 630 | 10.09 333 | 13.98 525 | 11.58 352 | 7.91 463 | 0.43 514 | 0.30 543 | 0.06 376 | 0.26 509 | 0.26 304 | 0.45 442 |
|
| MyStereo05 |  | 9.29 463 | 1.76 414 | 8.95 395 | 6.19 440 | 4.40 492 | 7.09 344 | 9.95 571 | 31.21 576 | 40.82 635 | 17.31 466 | 12.93 308 | 10.33 336 | 12.52 495 | 13.93 467 | 7.05 433 | 0.06 345 | 0.10 363 | 0.02 298 | 0.04 308 | 0.73 510 | 0.29 382 |
|
| MLCV |  | 9.32 464 | 2.22 494 | 12.55 513 | 5.22 355 | 1.32 240 | 13.79 477 | 1.35 166 | 21.14 442 | 23.65 485 | 21.91 560 | 31.37 555 | 17.14 464 | 7.57 372 | 16.00 522 | 10.18 509 | 0.22 436 | 0.01 51 | 0.03 318 | 0.02 255 | 0.40 400 | 0.29 382 |
|
| DispNO |  | 9.33 465 | 1.78 423 | 15.84 571 | 5.73 395 | 5.74 578 | 12.24 446 | 4.81 437 | 25.06 487 | 21.10 451 | 16.70 453 | 20.86 416 | 17.78 476 | 11.76 477 | 16.74 538 | 8.85 488 | 0.22 436 | 0.15 438 | 0.03 318 | 0.12 422 | 0.41 403 | 0.64 486 |
|
| test_sample5 |  | 9.36 466 | 1.61 361 | 9.63 440 | 5.30 361 | 2.52 366 | 15.42 515 | 6.00 474 | 27.25 519 | 19.96 438 | 18.36 496 | 31.81 565 | 15.99 441 | 11.29 462 | 13.21 446 | 7.66 455 | 0.23 446 | 0.08 322 | 0.07 388 | 0.04 308 | 0.48 432 | 0.34 403 |
|
| BEATNet_4x |  | 9.37 467 | 4.85 582 | 12.05 508 | 5.48 375 | 1.35 252 | 13.15 464 | 6.15 483 | 25.06 487 | 16.74 397 | 16.18 434 | 24.65 463 | 17.29 470 | 12.51 494 | 16.91 541 | 10.92 521 | 0.38 494 | 0.18 465 | 0.81 594 | 0.05 337 | 1.95 587 | 0.65 488 |
|
| DNS |  | 9.38 468 | 14.54 671 | 3.54 65 | 2.57 83 | 1.33 245 | 3.06 67 | 1.47 175 | 9.42 188 | 3.79 133 | 1.36 51 | 4.88 158 | 3.61 175 | 3.07 162 | 29.11 649 | 22.21 616 | 0.13 391 | 3.45 684 | 0.42 551 | 0.41 566 | 38.21 715 | 40.94 723 |
|
| THIR-Stereo |  | 9.38 468 | 1.78 423 | 8.50 374 | 4.74 299 | 0.71 139 | 15.92 525 | 11.93 611 | 16.39 356 | 21.56 458 | 24.27 584 | 32.07 569 | 14.40 412 | 14.14 529 | 11.49 345 | 8.39 479 | 0.05 324 | 0.25 524 | 0.10 430 | 0.05 337 | 0.33 365 | 0.58 473 |
|
| ff1 |  | 9.41 470 | 1.43 283 | 9.67 444 | 5.70 388 | 3.44 427 | 11.96 439 | 6.35 488 | 18.45 396 | 16.31 392 | 15.83 426 | 31.44 559 | 17.22 466 | 10.87 450 | 16.19 525 | 21.98 612 | 0.00 1 | 0.05 217 | 0.80 589 | 0.08 381 | 0.26 304 | 0.14 246 |
|
| G2L-ROB |  | 9.43 471 | 1.49 309 | 8.01 345 | 5.66 385 | 4.08 466 | 11.74 432 | 7.70 537 | 29.33 549 | 18.14 420 | 19.72 521 | 21.64 430 | 22.32 535 | 11.02 455 | 16.47 532 | 10.74 520 | 0.02 235 | 0.01 51 | 0.00 1 | 0.00 1 | 0.19 252 | 0.33 399 |
|
| GANet-RSSM |  | 9.48 472 | 1.32 246 | 6.45 265 | 6.72 480 | 5.51 564 | 12.78 457 | 6.03 479 | 26.55 510 | 18.96 430 | 14.92 398 | 27.95 501 | 25.41 572 | 14.69 544 | 13.52 459 | 7.60 452 | 0.10 373 | 0.10 363 | 0.16 479 | 0.01 210 | 0.51 450 | 0.39 419 |
|
| UCFNet_RVC |  | 9.48 472 | 2.12 484 | 4.89 154 | 7.03 493 | 3.78 446 | 16.05 528 | 6.37 492 | 28.25 533 | 20.00 440 | 15.93 430 | 23.07 448 | 25.21 569 | 12.79 499 | 12.57 418 | 8.01 467 | 0.07 356 | 0.04 178 | 1.17 616 | 0.23 487 | 1.31 562 | 0.69 493 |
|
| DualNet |  | 9.49 474 | 1.61 361 | 9.63 440 | 5.30 361 | 2.52 366 | 15.42 515 | 6.00 474 | 27.25 519 | 19.96 438 | 19.40 513 | 33.22 587 | 15.99 441 | 11.29 462 | 13.21 446 | 7.66 455 | 0.23 446 | 0.08 322 | 0.07 388 | 0.04 308 | 0.48 432 | 0.34 403 |
|
| CFNet_pseudo |  | 9.58 475 | 1.91 441 | 10.73 481 | 4.53 286 | 2.91 398 | 14.26 487 | 2.75 347 | 26.73 514 | 32.14 575 | 17.10 460 | 23.02 447 | 22.14 532 | 8.74 403 | 12.17 393 | 7.43 439 | 0.20 425 | 0.45 583 | 1.24 625 | 0.24 497 | 2.49 600 | 0.49 453 |
|
| Anonymous3 |  | 9.60 476 | 3.45 550 | 29.83 649 | 9.58 578 | 4.75 512 | 24.51 615 | 10.20 583 | 24.04 477 | 18.77 427 | 10.42 310 | 14.64 321 | 7.97 297 | 8.75 404 | 14.05 471 | 5.80 408 | 2.44 644 | 1.39 647 | 0.08 399 | 0.06 360 | 0.73 510 | 0.48 449 |
|
| ccs_rob |  | 9.61 477 | 1.92 445 | 10.72 480 | 4.55 288 | 2.89 395 | 14.33 489 | 2.86 356 | 26.85 515 | 32.36 578 | 17.05 458 | 22.91 446 | 22.12 531 | 8.70 401 | 12.10 389 | 7.44 440 | 0.19 417 | 0.44 578 | 1.38 627 | 0.25 503 | 2.68 603 | 0.57 470 |
|
| PCWNet_CMD |  | 9.64 478 | 1.77 420 | 10.59 477 | 4.80 305 | 2.90 396 | 16.25 542 | 2.42 328 | 29.37 551 | 34.10 592 | 17.41 467 | 22.04 436 | 19.10 501 | 7.70 375 | 12.05 381 | 6.86 428 | 0.22 436 | 0.45 583 | 0.80 589 | 0.22 478 | 3.11 615 | 0.69 493 |
|
| MSMDNet |  | 9.64 478 | 1.77 420 | 10.63 478 | 4.83 306 | 2.90 396 | 16.35 543 | 2.37 321 | 29.33 549 | 34.29 595 | 17.43 469 | 22.10 438 | 19.05 500 | 7.79 381 | 12.11 391 | 6.87 429 | 0.23 446 | 0.46 585 | 0.67 578 | 0.21 475 | 2.77 606 | 0.60 476 |
|
| DCVSM-stereo |  | 9.70 480 | 1.83 431 | 11.36 494 | 5.81 400 | 3.59 436 | 10.57 405 | 3.00 360 | 18.71 401 | 22.11 467 | 23.79 582 | 19.02 383 | 29.73 598 | 17.68 589 | 13.33 451 | 9.11 494 | 0.21 430 | 1.14 641 | 0.27 520 | 0.06 360 | 0.75 516 | 1.89 590 |
|
| BSDual-CNN |  | 9.70 480 | 1.48 302 | 7.93 337 | 6.74 481 | 3.96 456 | 16.10 532 | 7.13 523 | 33.06 605 | 21.58 459 | 17.99 482 | 21.34 422 | 22.28 533 | 11.53 470 | 14.18 472 | 7.81 458 | 0.19 417 | 0.13 414 | 0.14 464 | 0.04 308 | 0.30 335 | 0.09 177 |
|
| PSMNet-RSSM |  | 9.71 482 | 1.73 396 | 6.09 250 | 7.47 517 | 4.27 478 | 10.06 394 | 6.00 474 | 29.14 545 | 21.74 463 | 15.76 424 | 32.88 581 | 22.63 536 | 13.18 506 | 12.94 436 | 9.12 495 | 0.09 365 | 0.02 112 | 0.07 388 | 0.10 409 | 0.70 503 | 0.24 355 |
|
| SCION-MonSter(vits) |   | 9.72 483 | 0.74 46 | 3.64 71 | 2.27 41 | 1.61 277 | 6.03 300 | 0.13 36 | 22.99 467 | 42.66 645 | 1.35 42 | 35.14 604 | 16.24 448 | 12.78 498 | 18.37 558 | 22.26 617 | 0.82 582 | 0.16 449 | 1.03 608 | 1.11 632 | 3.99 632 | 1.05 542 |
|
| IER |  | 9.78 484 | 1.55 332 | 9.97 459 | 4.51 284 | 5.23 542 | 13.78 475 | 5.11 442 | 26.66 512 | 22.79 476 | 19.69 520 | 29.45 524 | 16.42 449 | 18.52 601 | 13.64 464 | 7.57 449 | 0.06 345 | 0.03 153 | 0.18 486 | 0.09 397 | 0.18 248 | 0.23 348 |
|
| test_sample6 |  | 9.79 485 | 1.61 361 | 9.84 453 | 5.35 367 | 2.35 357 | 15.59 519 | 6.60 506 | 28.40 534 | 20.96 448 | 19.40 513 | 33.22 587 | 17.17 465 | 11.58 474 | 13.43 455 | 8.82 487 | 0.26 463 | 0.10 363 | 0.10 430 | 0.06 360 | 0.50 446 | 0.41 427 |
|
| psmg |  | 9.80 486 | 1.48 302 | 7.93 337 | 5.18 347 | 3.96 456 | 15.85 524 | 7.93 539 | 29.11 544 | 21.58 459 | 20.93 543 | 25.06 466 | 22.28 533 | 11.53 470 | 14.18 472 | 7.81 458 | 0.19 417 | 0.13 414 | 0.17 481 | 0.04 308 | 0.36 378 | 0.21 329 |
|
| gwcnet-sp |  | 9.81 487 | 2.82 526 | 13.47 531 | 5.99 421 | 4.27 478 | 16.20 538 | 5.91 467 | 25.55 494 | 24.34 499 | 21.01 545 | 20.69 409 | 15.22 427 | 14.96 549 | 14.50 484 | 9.97 504 | 0.05 324 | 0.15 438 | 0.02 298 | 0.08 381 | 0.49 441 | 0.51 455 |
|
| scenet |  | 9.81 487 | 2.82 526 | 13.47 531 | 5.99 421 | 4.27 478 | 16.20 538 | 5.91 467 | 25.55 494 | 24.34 499 | 21.01 545 | 20.69 409 | 15.22 427 | 14.96 549 | 14.50 484 | 9.97 504 | 0.05 324 | 0.15 438 | 0.02 298 | 0.08 381 | 0.49 441 | 0.51 455 |
|
| ssnet |  | 9.81 487 | 2.82 526 | 13.47 531 | 5.99 421 | 4.27 478 | 16.20 538 | 5.91 467 | 25.55 494 | 24.34 499 | 21.01 545 | 20.69 409 | 15.22 427 | 14.96 549 | 14.50 484 | 9.97 504 | 0.05 324 | 0.15 438 | 0.02 298 | 0.08 381 | 0.49 441 | 0.51 455 |
|
| CCAANet |  | 9.84 490 | 1.49 309 | 9.29 422 | 6.41 454 | 5.05 529 | 12.91 459 | 3.79 396 | 28.06 530 | 22.91 477 | 15.23 413 | 36.91 616 | 18.50 493 | 10.70 445 | 16.74 538 | 8.06 470 | 0.12 386 | 0.00 1 | 0.27 520 | 0.01 210 | 0.20 256 | 0.15 267 |
|
| CFNet-ft |   | 9.87 491 | 2.18 492 | 5.49 209 | 7.45 515 | 5.25 545 | 15.76 521 | 5.98 472 | 21.89 452 | 21.87 464 | 14.96 399 | 30.02 532 | 25.68 573 | 13.68 515 | 12.46 411 | 10.94 523 | 0.08 360 | 0.06 256 | 1.83 633 | 0.22 478 | 1.09 543 | 0.43 434 |
|
| CFNet_RVC |  | 9.87 491 | 2.18 492 | 5.49 209 | 7.45 515 | 5.25 545 | 15.76 521 | 5.98 472 | 21.89 452 | 21.87 464 | 14.96 399 | 30.02 532 | 25.68 573 | 13.68 515 | 12.46 411 | 10.94 523 | 0.08 360 | 0.06 256 | 1.83 633 | 0.22 478 | 1.09 543 | 0.43 434 |
|
| PSMNet-ADL |  | 9.88 493 | 2.01 466 | 6.80 283 | 9.18 565 | 4.26 477 | 15.11 506 | 3.50 381 | 27.12 518 | 24.42 502 | 14.72 393 | 18.96 381 | 25.32 571 | 13.43 510 | 15.76 508 | 14.04 552 | 0.79 576 | 0.78 624 | 0.00 1 | 0.02 255 | 0.26 304 | 1.18 557 |
|
| qqq1 |  | 9.96 494 | 1.37 262 | 13.37 525 | 4.41 276 | 1.30 234 | 14.40 493 | 3.29 370 | 30.25 561 | 29.81 547 | 19.55 515 | 29.37 517 | 18.06 484 | 14.40 536 | 15.42 499 | 3.18 297 | 0.38 494 | 0.21 487 | 0.00 1 | 0.01 210 | 0.29 326 | 0.18 295 |
|
| fff1 |  | 9.96 494 | 1.37 262 | 13.37 525 | 4.41 276 | 1.30 234 | 14.40 493 | 3.29 370 | 30.25 561 | 29.81 547 | 19.55 515 | 29.37 517 | 18.06 484 | 14.40 536 | 15.42 499 | 3.18 297 | 0.38 494 | 0.21 487 | 0.00 1 | 0.01 210 | 0.29 326 | 0.18 295 |
|
| UGAM |  | 10.01 496 | 1.28 230 | 9.19 420 | 6.53 463 | 4.31 484 | 6.72 334 | 10.45 588 | 15.31 330 | 25.98 515 | 20.56 537 | 27.42 497 | 22.70 538 | 11.49 468 | 26.30 635 | 10.64 519 | 0.00 1 | 0.00 1 | 0.46 555 | 0.03 284 | 0.39 395 | 0.43 434 |
|
| UDGNet |  | 10.05 497 | 13.89 669 | 10.00 465 | 9.36 569 | 2.69 380 | 7.82 362 | 1.88 273 | 18.86 406 | 34.64 597 | 17.52 473 | 13.70 313 | 13.40 399 | 7.18 366 | 13.01 441 | 6.30 421 | 5.30 671 | 0.08 322 | 12.57 695 | 2.80 661 | 8.19 669 | 1.71 584 |
|
| Selective-IGEV-i16pc |  | 10.06 498 | 1.72 395 | 15.71 569 | 5.65 382 | 1.66 285 | 36.81 681 | 11.67 607 | 18.83 405 | 26.73 524 | 10.16 304 | 21.57 426 | 15.78 437 | 7.07 362 | 14.19 475 | 8.16 475 | 2.15 635 | 0.94 636 | 0.26 517 | 0.53 591 | 0.77 519 | 0.87 521 |
|
| cf-r |  | 10.06 498 | 1.60 356 | 7.99 343 | 5.82 401 | 5.70 575 | 12.92 460 | 4.78 432 | 24.18 481 | 27.47 530 | 16.91 457 | 31.02 550 | 25.12 568 | 14.05 526 | 11.63 359 | 11.01 526 | 0.03 276 | 0.03 153 | 0.05 353 | 0.03 284 | 0.43 409 | 0.39 419 |
|
| ICVP |  | 10.07 500 | 1.73 396 | 6.11 251 | 9.08 561 | 3.31 421 | 12.25 447 | 6.56 503 | 26.30 508 | 22.52 472 | 16.49 445 | 31.80 564 | 26.94 584 | 12.42 490 | 11.35 340 | 10.92 521 | 1.17 614 | 0.57 607 | 0.17 481 | 0.10 409 | 0.58 478 | 1.07 547 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| G2L-Stereo |  | 10.09 501 | 1.97 453 | 9.53 433 | 7.09 497 | 4.21 474 | 9.10 383 | 8.53 549 | 29.05 543 | 22.51 471 | 19.28 512 | 25.57 474 | 22.70 538 | 10.67 444 | 15.44 503 | 14.88 562 | 0.25 458 | 0.04 178 | 0.08 399 | 0.01 210 | 0.36 378 | 0.42 430 |
|
| hknet |  | 10.13 502 | 1.56 342 | 10.27 471 | 6.74 481 | 3.72 443 | 16.10 532 | 7.13 523 | 33.06 605 | 21.12 452 | 17.99 482 | 21.34 422 | 23.11 541 | 14.95 548 | 16.43 531 | 8.34 478 | 0.14 394 | 0.13 414 | 0.14 464 | 0.04 308 | 0.30 335 | 0.09 177 |
|
| AdaStereo |  | 10.22 503 | 3.63 554 | 9.14 418 | 9.15 563 | 3.24 418 | 15.79 523 | 5.39 455 | 31.94 586 | 25.42 508 | 18.39 497 | 26.47 485 | 19.44 506 | 9.50 422 | 16.60 536 | 8.59 483 | 0.44 516 | 0.05 217 | 0.40 550 | 0.00 1 | 0.57 474 | 0.16 276 |
| 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. |
| DNSM |  | 10.24 504 | 13.15 663 | 3.65 76 | 3.15 147 | 1.21 224 | 4.01 115 | 1.52 188 | 9.58 195 | 4.09 139 | 3.14 156 | 3.64 105 | 2.67 150 | 4.96 267 | 29.52 654 | 33.91 679 | 0.09 365 | 3.30 681 | 0.00 1 | 0.29 523 | 41.94 718 | 41.00 724 |
|
| CFNet_ucs |  | 10.25 505 | 1.91 441 | 11.88 502 | 4.98 318 | 4.08 466 | 15.11 506 | 3.57 390 | 28.02 529 | 31.98 574 | 18.21 489 | 25.20 469 | 23.27 544 | 9.38 419 | 13.38 452 | 7.22 435 | 0.23 446 | 0.81 625 | 1.65 632 | 0.22 478 | 3.01 611 | 0.93 529 |
|
| iResNet |  | 10.26 506 | 3.10 541 | 15.72 570 | 7.35 508 | 2.13 338 | 13.86 480 | 7.07 520 | 22.80 464 | 28.01 533 | 20.10 529 | 30.40 538 | 16.79 454 | 11.06 456 | 14.46 483 | 10.29 514 | 0.39 504 | 0.05 217 | 0.00 1 | 0.07 372 | 0.73 510 | 0.73 501 |
|
| RAFT + AFF |  | 10.27 507 | 3.77 559 | 17.13 583 | 10.24 600 | 4.97 521 | 13.08 462 | 11.52 605 | 25.69 497 | 25.80 511 | 14.72 393 | 16.12 342 | 19.16 502 | 11.35 466 | 16.24 529 | 9.04 493 | 0.30 473 | 1.46 649 | 0.66 577 | 0.20 471 | 2.03 593 | 1.94 592 |
|
| ACVNet |  | 10.36 508 | 1.68 388 | 5.49 209 | 6.01 424 | 2.75 386 | 12.78 457 | 3.56 388 | 21.89 452 | 34.81 598 | 14.96 399 | 30.78 544 | 24.72 564 | 13.88 523 | 15.81 510 | 17.20 579 | 0.13 391 | 0.01 51 | 0.06 376 | 0.06 360 | 0.51 450 | 0.15 267 |
|
| G2L-Stereo_test |  | 10.39 509 | 1.61 361 | 7.86 333 | 4.75 302 | 4.34 488 | 11.83 434 | 11.94 612 | 32.49 597 | 22.58 473 | 23.08 576 | 24.40 459 | 21.48 523 | 11.95 481 | 15.64 504 | 13.00 539 | 0.04 297 | 0.06 256 | 0.01 265 | 0.02 255 | 0.32 357 | 0.37 413 |
|
| RT-IGEV |  | 10.44 510 | 1.62 367 | 11.92 503 | 5.95 417 | 2.23 346 | 21.30 594 | 14.50 635 | 29.47 552 | 24.30 495 | 21.51 556 | 20.17 398 | 23.81 553 | 12.18 485 | 13.13 445 | 4.90 382 | 0.10 373 | 0.27 532 | 0.05 353 | 0.37 556 | 0.52 457 | 0.55 464 |
|
| test_sample7 |  | 10.45 511 | 2.24 497 | 9.90 455 | 5.32 363 | 2.01 331 | 14.98 503 | 7.44 532 | 28.75 537 | 23.91 492 | 24.38 589 | 21.03 418 | 24.64 560 | 17.82 592 | 13.58 461 | 9.82 500 | 0.59 545 | 0.87 630 | 0.39 549 | 0.12 422 | 0.66 499 | 0.47 445 |
|
| tta |  | 10.45 511 | 1.37 262 | 13.37 525 | 4.41 276 | 1.30 234 | 14.39 490 | 3.29 370 | 30.25 561 | 29.81 547 | 19.55 515 | 29.37 517 | 18.06 484 | 14.40 536 | 15.42 499 | 12.69 536 | 0.38 494 | 0.21 487 | 0.28 528 | 0.03 284 | 0.29 326 | 0.18 295 |
|
| SMFormer |  | 10.46 513 | 1.37 262 | 13.37 525 | 4.41 276 | 1.30 234 | 14.40 493 | 3.29 370 | 30.25 561 | 29.81 547 | 19.55 515 | 29.37 517 | 18.06 484 | 14.40 536 | 15.42 499 | 12.70 537 | 0.38 494 | 0.21 487 | 0.28 528 | 0.03 284 | 0.33 365 | 0.31 393 |
|
| ToySt |  | 10.51 514 | 2.00 458 | 15.67 568 | 5.33 364 | 0.95 188 | 14.97 502 | 9.51 563 | 24.02 476 | 27.37 528 | 14.61 391 | 24.67 464 | 24.56 558 | 14.70 545 | 16.86 540 | 13.35 544 | 0.06 345 | 0.23 505 | 0.03 318 | 0.09 397 | 0.62 486 | 0.67 490 |
|
| AACVNet |  | 10.58 515 | 2.86 529 | 9.78 452 | 8.95 558 | 3.30 420 | 10.80 414 | 4.78 432 | 22.37 458 | 12.55 328 | 27.50 623 | 29.84 529 | 30.06 604 | 15.99 566 | 19.10 569 | 11.60 531 | 0.40 507 | 0.18 465 | 0.22 506 | 0.03 284 | 0.62 486 | 0.73 501 |
|
| GwcNet-RSSM |  | 10.65 516 | 1.94 449 | 8.57 378 | 6.89 490 | 5.26 548 | 12.26 448 | 5.21 444 | 25.80 500 | 31.50 565 | 16.67 451 | 33.52 593 | 23.70 551 | 13.88 523 | 12.84 429 | 13.67 548 | 0.05 324 | 0.10 363 | 0.14 464 | 0.02 255 | 0.65 495 | 0.39 419 |
|
| CFNet |  | 10.67 517 | 2.33 502 | 8.90 390 | 6.66 475 | 4.09 468 | 16.05 528 | 4.26 417 | 30.44 567 | 31.01 561 | 18.53 499 | 26.48 486 | 23.69 550 | 13.68 515 | 15.27 493 | 10.59 518 | 0.05 324 | 0.02 112 | 0.44 552 | 0.05 337 | 0.73 510 | 0.23 348 |
|
| DDVS |  | 10.70 518 | 3.00 537 | 11.95 504 | 6.84 488 | 3.80 449 | 15.73 520 | 2.83 354 | 23.57 472 | 17.37 407 | 20.98 544 | 29.89 530 | 31.40 614 | 8.70 401 | 19.22 572 | 13.19 542 | 0.74 569 | 1.53 652 | 0.07 388 | 0.21 475 | 0.84 525 | 2.11 598 |
|
| mmx |  | 10.71 519 | 1.43 283 | 9.67 444 | 5.70 388 | 3.44 427 | 11.96 439 | 6.35 488 | 32.18 590 | 28.03 534 | 15.83 426 | 31.44 559 | 17.22 466 | 10.87 450 | 16.19 525 | 21.98 612 | 0.22 436 | 0.06 256 | 0.80 589 | 0.08 381 | 0.48 432 | 0.21 329 |
|
| xxx |   | 10.71 519 | 1.43 283 | 9.67 444 | 5.70 388 | 3.44 427 | 11.96 439 | 6.35 488 | 32.18 590 | 28.03 534 | 15.83 426 | 31.44 559 | 17.22 466 | 10.87 450 | 16.19 525 | 21.98 612 | 0.22 436 | 0.06 256 | 0.80 589 | 0.08 381 | 0.48 432 | 0.21 329 |
|
| NINENet |  | 10.74 521 | 2.29 499 | 10.44 474 | 8.03 537 | 5.09 531 | 17.62 565 | 2.79 350 | 38.69 663 | 33.24 586 | 18.35 495 | 26.31 483 | 14.49 415 | 9.40 420 | 15.88 513 | 10.57 515 | 0.41 509 | 0.21 487 | 0.29 532 | 0.00 1 | 0.42 407 | 0.23 348 |
|
| LMCR-Stereo |   | 10.75 522 | 4.13 570 | 10.67 479 | 13.11 647 | 3.99 461 | 16.68 551 | 5.91 467 | 25.30 491 | 22.69 474 | 22.04 563 | 21.80 431 | 14.67 419 | 14.24 532 | 20.55 599 | 15.86 568 | 1.90 630 | 0.04 178 | 0.00 1 | 0.02 255 | 1.29 559 | 0.18 295 |
|
| DeepPruner_ROB |  | 10.77 523 | 4.56 576 | 13.13 520 | 6.37 450 | 4.28 483 | 10.14 395 | 6.86 514 | 36.42 644 | 19.59 433 | 17.87 478 | 27.37 496 | 23.19 543 | 12.26 486 | 19.09 568 | 10.23 512 | 1.05 607 | 0.48 589 | 0.23 510 | 0.15 442 | 0.89 531 | 1.17 555 |
|
| LL-Strereo |  | 10.79 524 | 3.52 552 | 12.54 512 | 8.77 554 | 5.44 561 | 7.49 353 | 9.26 559 | 35.15 631 | 28.70 539 | 16.47 444 | 15.85 338 | 21.06 520 | 17.42 587 | 21.62 605 | 9.72 499 | 0.21 430 | 0.22 497 | 0.74 583 | 0.08 381 | 0.98 537 | 0.60 476 |
|
| DAS |  | 10.80 525 | 2.03 471 | 13.96 540 | 9.01 559 | 6.23 595 | 14.67 499 | 7.38 530 | 21.59 446 | 32.58 581 | 18.67 502 | 28.13 503 | 19.20 503 | 17.08 581 | 16.54 534 | 7.31 437 | 0.58 541 | 0.01 51 | 0.29 532 | 0.01 210 | 0.47 429 | 0.20 317 |
|
| GMStereo_Zeroshot |   | 10.83 526 | 7.81 628 | 19.95 616 | 9.55 576 | 2.47 365 | 11.83 434 | 1.31 158 | 20.84 437 | 20.52 442 | 22.73 570 | 35.93 609 | 24.76 566 | 5.94 311 | 19.68 576 | 7.04 432 | 0.45 518 | 0.02 112 | 0.25 514 | 0.01 210 | 5.38 651 | 0.19 312 |
|
| HSM-Net_RVC |   | 10.88 527 | 1.23 211 | 5.46 204 | 5.57 378 | 2.63 377 | 20.12 584 | 6.06 481 | 27.67 525 | 28.35 538 | 20.63 539 | 25.51 472 | 34.01 637 | 14.38 535 | 16.18 524 | 9.29 496 | 0.11 380 | 0.07 285 | 0.01 265 | 0.00 1 | 0.13 208 | 0.14 246 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| NOSS_ROB |  | 10.99 528 | 3.81 562 | 6.88 286 | 6.69 477 | 2.30 352 | 16.06 530 | 10.94 593 | 30.06 558 | 32.41 579 | 16.10 433 | 18.72 378 | 22.78 540 | 14.21 531 | 17.52 546 | 8.62 485 | 2.35 639 | 1.84 657 | 3.32 660 | 1.57 644 | 2.06 594 | 1.52 574 |
|
| MWSP-net |  | 11.07 529 | 1.78 423 | 11.27 491 | 7.60 523 | 3.08 410 | 16.56 549 | 15.25 645 | 35.42 635 | 30.27 554 | 17.28 465 | 22.29 442 | 18.50 493 | 14.88 547 | 14.19 475 | 10.58 517 | 0.38 494 | 0.18 465 | 0.00 1 | 0.05 337 | 0.17 244 | 1.71 584 |
|
| ac_64 |  | 11.10 530 | 1.49 309 | 9.88 454 | 8.24 544 | 5.45 562 | 19.12 576 | 6.46 497 | 24.10 479 | 14.34 358 | 22.80 572 | 23.87 456 | 33.28 630 | 15.54 561 | 18.87 564 | 17.26 581 | 0.28 469 | 0.12 398 | 0.02 298 | 0.02 255 | 0.26 304 | 0.63 480 |
|
| 1111x |  | 11.32 531 | 1.34 254 | 8.95 395 | 5.20 351 | 1.96 324 | 14.46 496 | 7.75 538 | 35.65 637 | 28.23 537 | 15.66 422 | 26.66 489 | 26.65 578 | 14.76 546 | 15.88 513 | 22.27 619 | 0.24 452 | 0.13 414 | 0.04 342 | 0.06 360 | 0.30 335 | 0.24 355 |
|
| HSM |  | 11.33 532 | 1.80 429 | 7.04 296 | 6.13 437 | 3.99 461 | 16.16 536 | 6.92 517 | 29.69 556 | 19.39 431 | 22.95 573 | 26.05 481 | 41.08 673 | 15.79 564 | 20.25 590 | 8.89 492 | 0.02 235 | 0.03 153 | 0.01 265 | 0.00 1 | 0.15 222 | 0.34 403 |
|
| SepStereo |  | 11.34 533 | 2.03 471 | 13.96 540 | 9.01 559 | 6.23 595 | 14.67 499 | 7.38 530 | 21.59 446 | 32.58 581 | 18.67 502 | 28.13 503 | 19.20 503 | 17.08 581 | 27.36 640 | 7.31 437 | 0.58 541 | 0.01 51 | 0.29 532 | 0.01 210 | 0.47 429 | 0.20 317 |
|
| DMCA-RVC |   | 11.41 534 | 3.32 546 | 11.68 499 | 10.12 595 | 4.81 513 | 11.92 437 | 4.11 407 | 24.67 485 | 23.66 487 | 20.06 528 | 28.51 510 | 26.71 579 | 24.96 641 | 15.95 521 | 14.82 559 | 0.41 509 | 0.34 558 | 0.56 567 | 0.16 445 | 0.72 509 | 0.69 493 |
|
| ITSA-stereo |  | 11.44 535 | 2.03 471 | 10.92 488 | 5.90 412 | 1.78 302 | 12.05 443 | 4.17 412 | 36.77 647 | 49.15 679 | 18.17 487 | 18.53 376 | 21.79 526 | 12.59 496 | 15.74 507 | 14.05 553 | 0.45 518 | 0.39 563 | 0.28 528 | 0.29 523 | 0.98 537 | 2.81 614 |
|
| test_xeample |   | 11.49 536 | 1.24 218 | 7.50 316 | 5.22 355 | 2.18 343 | 17.40 558 | 6.49 499 | 31.14 575 | 22.77 475 | 17.90 480 | 33.09 586 | 18.48 492 | 14.61 542 | 13.51 458 | 37.38 693 | 0.16 406 | 0.13 414 | 0.01 265 | 0.03 284 | 0.23 280 | 0.24 355 |
|
| MWDA-net |  | 11.52 537 | 2.17 488 | 13.46 529 | 6.57 467 | 5.24 544 | 16.95 553 | 9.52 564 | 25.26 490 | 34.05 590 | 25.33 602 | 28.86 513 | 17.99 482 | 18.28 598 | 16.58 535 | 7.51 444 | 0.35 486 | 0.37 561 | 0.01 265 | 0.05 337 | 0.46 421 | 1.31 561 |
|
| coex_refinement |  | 11.56 538 | 1.53 324 | 7.45 315 | 8.18 541 | 5.09 531 | 17.10 555 | 7.07 520 | 31.05 574 | 32.20 577 | 18.57 500 | 30.81 546 | 25.84 575 | 12.31 488 | 13.41 454 | 19.47 594 | 0.23 446 | 0.04 178 | 0.02 298 | 0.10 409 | 0.44 413 | 0.37 413 |
|
| RASNet |  | 11.59 539 | 1.71 393 | 10.36 473 | 6.30 446 | 5.66 571 | 15.48 517 | 6.12 482 | 34.50 625 | 20.86 447 | 16.61 449 | 32.51 576 | 22.04 530 | 23.00 625 | 19.44 573 | 16.15 572 | 0.71 561 | 0.03 153 | 0.05 353 | 0.01 210 | 0.15 222 | 0.13 235 |
|
| ACV-stereo |  | 11.65 540 | 5.15 589 | 28.84 642 | 6.80 485 | 3.33 422 | 20.38 585 | 6.59 505 | 21.03 439 | 20.57 443 | 17.67 475 | 20.95 417 | 26.81 581 | 16.69 573 | 20.19 588 | 13.26 543 | 0.72 563 | 1.11 640 | 0.15 471 | 0.09 397 | 0.65 495 | 2.13 599 |
|
| iResNet_ROB |  | 11.71 541 | 1.96 452 | 10.77 482 | 6.01 424 | 3.68 441 | 15.13 508 | 2.34 317 | 31.72 583 | 37.58 617 | 26.16 611 | 32.77 578 | 25.88 576 | 15.34 559 | 16.35 530 | 7.94 464 | 0.19 417 | 0.01 51 | 0.00 1 | 0.00 1 | 0.31 347 | 0.12 218 |
|
| UPFNet |  | 11.72 542 | 1.52 322 | 10.33 472 | 7.38 510 | 7.14 620 | 20.05 583 | 9.62 566 | 28.90 542 | 25.94 514 | 20.02 526 | 29.73 528 | 20.91 517 | 16.34 569 | 18.61 562 | 16.17 573 | 0.26 463 | 0.17 456 | 0.25 514 | 0.03 284 | 0.55 465 | 0.56 469 |
|
| FADNet-RVC-Resample |  | 11.72 542 | 4.35 574 | 30.33 652 | 9.46 574 | 3.90 453 | 14.11 482 | 7.17 525 | 25.78 498 | 23.31 479 | 23.27 578 | 29.52 525 | 19.50 508 | 15.00 553 | 15.38 498 | 8.33 477 | 0.53 536 | 0.50 594 | 0.49 558 | 0.50 587 | 1.38 566 | 1.67 582 |
|
| xxxx |  | 11.74 544 | 1.16 188 | 7.88 334 | 5.61 380 | 1.99 328 | 20.46 586 | 3.12 366 | 33.99 615 | 23.76 491 | 15.53 419 | 30.67 540 | 26.88 583 | 14.50 540 | 12.98 439 | 35.48 684 | 0.19 417 | 0.18 465 | 0.01 265 | 0.02 255 | 0.22 265 | 0.27 372 |
|
| CBMV_ROB |  | 11.77 545 | 2.89 530 | 6.92 289 | 5.20 351 | 2.88 394 | 14.12 483 | 4.79 434 | 26.69 513 | 29.84 551 | 26.17 612 | 31.92 566 | 23.61 549 | 20.74 617 | 20.20 589 | 10.18 509 | 1.78 627 | 1.80 656 | 2.17 641 | 1.26 638 | 1.61 571 | 0.55 464 |
|
| PStereo |  | 11.80 546 | 21.18 691 | 5.14 173 | 4.07 236 | 1.27 231 | 10.57 405 | 8.37 545 | 16.06 351 | 37.64 618 | 11.94 329 | 1.56 55 | 11.27 352 | 10.54 442 | 24.16 621 | 33.61 675 | 10.87 695 | 1.46 649 | 1.51 629 | 0.88 612 | 14.24 693 | 9.68 689 |
|
| DSFCA |  | 11.85 547 | 2.01 466 | 12.93 518 | 5.40 371 | 6.87 613 | 15.36 511 | 10.45 588 | 30.68 569 | 31.84 567 | 25.99 608 | 23.52 451 | 22.03 529 | 14.05 526 | 20.28 593 | 12.46 534 | 0.57 540 | 0.41 567 | 0.28 528 | 0.38 559 | 1.02 539 | 0.47 445 |
|
| FADNet_RVC |  | 11.94 548 | 5.17 590 | 39.74 670 | 6.44 457 | 3.46 431 | 11.42 428 | 4.17 412 | 29.16 546 | 26.89 525 | 17.97 481 | 25.96 475 | 13.41 400 | 15.67 562 | 15.84 512 | 13.54 547 | 0.90 595 | 0.75 622 | 0.55 565 | 1.20 635 | 3.65 629 | 2.85 615 |
|
| iResNetv2_ROB |  | 12.00 549 | 2.91 532 | 13.46 529 | 5.82 401 | 3.73 444 | 13.15 464 | 6.45 496 | 34.15 617 | 36.02 608 | 25.25 599 | 33.81 597 | 29.79 600 | 14.24 532 | 13.61 463 | 6.10 416 | 0.21 430 | 0.02 112 | 0.12 447 | 0.00 1 | 0.82 523 | 0.25 362 |
|
| hitnet-ft |   | 12.04 550 | 2.11 481 | 6.14 252 | 7.27 505 | 3.90 453 | 25.98 630 | 3.56 388 | 22.56 459 | 23.74 489 | 20.55 535 | 33.81 597 | 31.59 615 | 18.67 604 | 19.47 574 | 17.20 579 | 0.42 513 | 1.36 646 | 0.35 542 | 0.07 372 | 1.11 546 | 0.86 519 |
|
| NLCA_NET_v2_RVC |  | 12.05 551 | 3.43 549 | 16.25 576 | 7.62 524 | 5.58 566 | 14.57 497 | 6.00 474 | 32.98 604 | 27.41 529 | 21.69 558 | 31.40 557 | 25.21 569 | 13.47 511 | 14.96 491 | 15.60 567 | 0.84 587 | 0.33 555 | 0.35 542 | 0.35 549 | 1.29 559 | 1.78 586 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhidong Zhu, Bo Li, and Renjie He.: NLCA-Net: A non-local context attention network for stereo matching. |
| acv_ft |  | 12.16 552 | 1.68 388 | 11.97 505 | 7.70 526 | 6.20 592 | 19.61 580 | 5.52 457 | 25.78 498 | 34.81 598 | 25.62 606 | 30.78 544 | 24.72 564 | 13.20 508 | 15.81 510 | 18.80 590 | 0.13 391 | 0.01 51 | 0.06 376 | 0.06 360 | 0.63 489 | 0.15 267 |
|
| dad |  | 12.24 553 | 10.20 644 | 13.68 537 | 6.64 474 | 1.47 259 | 13.55 473 | 3.58 391 | 17.62 376 | 35.33 603 | 27.15 622 | 32.65 577 | 30.85 608 | 10.86 449 | 14.33 479 | 10.04 507 | 2.95 651 | 0.55 605 | 7.92 685 | 0.91 617 | 3.35 624 | 1.17 555 |
|
| ISRNet |  | 12.26 554 | 2.02 468 | 17.38 584 | 12.71 643 | 6.24 597 | 7.39 351 | 1.62 209 | 29.23 548 | 31.94 573 | 22.65 569 | 35.28 605 | 24.62 559 | 15.27 557 | 15.28 494 | 13.76 550 | 0.78 572 | 1.00 637 | 2.30 644 | 0.52 589 | 0.92 536 | 4.29 639 |
|
| MEA-ACV |  | 12.28 555 | 1.36 259 | 13.61 534 | 6.43 456 | 2.02 333 | 15.19 510 | 4.89 440 | 34.22 620 | 39.29 625 | 21.96 561 | 33.02 584 | 21.88 527 | 19.73 611 | 18.03 555 | 11.63 532 | 0.37 492 | 0.29 539 | 0.03 318 | 0.08 381 | 0.43 409 | 1.14 552 |
|
| pcwnet_v2 |  | 12.32 556 | 2.00 458 | 17.53 588 | 7.79 531 | 5.69 574 | 17.06 554 | 3.69 394 | 36.52 645 | 46.17 663 | 20.55 535 | 29.39 522 | 16.50 450 | 13.00 505 | 15.70 506 | 9.32 497 | 0.50 530 | 1.00 637 | 0.34 541 | 0.24 497 | 2.00 590 | 1.38 566 |
|
| 222 |  | 12.33 557 | 1.29 234 | 8.09 349 | 6.06 429 | 2.14 339 | 19.51 579 | 2.53 334 | 33.63 611 | 23.55 482 | 21.72 559 | 30.51 539 | 20.11 512 | 16.77 575 | 13.22 448 | 46.51 715 | 0.15 403 | 0.14 431 | 0.01 265 | 0.03 284 | 0.26 304 | 0.26 366 |
|
| ADLNet |  | 12.34 558 | 2.22 494 | 10.14 468 | 8.38 547 | 6.78 610 | 17.56 561 | 9.05 553 | 33.21 608 | 26.28 519 | 27.06 619 | 26.01 477 | 26.80 580 | 13.76 518 | 16.99 542 | 18.74 589 | 0.24 452 | 0.39 563 | 0.23 510 | 0.10 409 | 0.64 493 | 2.16 604 |
|
| CBFPSM |  | 12.42 559 | 2.59 519 | 28.96 645 | 4.74 299 | 3.20 415 | 22.33 600 | 16.31 656 | 21.13 441 | 21.03 450 | 21.04 548 | 27.81 499 | 30.24 605 | 15.99 566 | 14.59 488 | 14.80 558 | 0.04 297 | 0.49 592 | 0.10 430 | 0.16 445 | 0.51 450 | 2.34 608 |
|
| DualNet (step1) |  | 12.44 560 | 4.86 583 | 17.49 585 | 5.97 418 | 2.94 401 | 17.57 562 | 8.30 542 | 28.75 537 | 23.91 492 | 24.38 589 | 21.03 418 | 24.64 560 | 17.82 592 | 13.58 461 | 9.82 500 | 6.44 679 | 0.87 630 | 6.62 674 | 7.44 687 | 3.20 620 | 3.11 622 |
|
| ADLNet2 |  | 12.44 560 | 2.17 488 | 12.84 517 | 9.17 564 | 5.82 581 | 20.00 582 | 10.13 581 | 32.53 599 | 36.22 611 | 18.62 501 | 19.39 386 | 21.96 528 | 17.07 580 | 21.43 604 | 19.42 593 | 0.24 452 | 0.15 438 | 0.06 376 | 0.08 381 | 0.86 527 | 0.57 470 |
|
| AASNet |  | 12.49 562 | 2.46 508 | 10.49 475 | 9.82 585 | 6.86 612 | 17.33 557 | 6.73 509 | 41.09 677 | 37.86 621 | 22.53 568 | 29.11 514 | 16.68 453 | 13.48 513 | 14.54 487 | 17.87 585 | 0.20 425 | 0.02 112 | 0.78 585 | 0.05 337 | 1.18 550 | 0.76 505 |
|
| HBP-ISP |  | 12.52 563 | 7.82 629 | 8.47 372 | 7.57 522 | 4.27 478 | 12.56 451 | 6.42 495 | 28.68 536 | 29.56 542 | 21.11 550 | 35.69 607 | 15.85 438 | 18.42 600 | 20.44 596 | 11.00 525 | 3.03 652 | 2.63 671 | 7.09 683 | 3.97 671 | 3.58 627 | 2.27 606 |
|
| Selective-IGEV-i16pb |  | 12.56 564 | 1.79 428 | 18.70 603 | 6.40 453 | 2.14 339 | 35.66 676 | 11.00 595 | 31.78 584 | 35.44 604 | 14.65 392 | 26.95 491 | 19.68 511 | 11.09 457 | 15.94 518 | 13.10 540 | 2.24 636 | 1.00 637 | 0.49 558 | 0.95 621 | 1.14 549 | 1.06 545 |
|
| CRFU-Net |  | 12.56 564 | 2.89 530 | 11.77 500 | 8.18 541 | 5.80 580 | 24.84 618 | 10.46 592 | 24.56 483 | 13.12 336 | 30.06 641 | 29.37 517 | 29.09 591 | 19.64 609 | 19.96 581 | 18.53 588 | 0.82 582 | 0.48 589 | 0.27 520 | 0.15 442 | 0.53 458 | 0.68 491 |
|
| UNet |  | 12.64 566 | 2.02 468 | 13.36 524 | 6.85 489 | 7.76 634 | 25.31 627 | 4.74 431 | 34.10 616 | 28.19 536 | 20.03 527 | 31.07 551 | 27.02 586 | 17.36 585 | 20.18 587 | 13.87 551 | 0.06 345 | 0.05 217 | 0.27 520 | 0.01 210 | 0.23 280 | 0.39 419 |
|
| delet |  | 12.65 567 | 1.85 434 | 11.36 494 | 7.71 528 | 6.22 594 | 22.52 602 | 10.22 585 | 28.14 532 | 37.67 619 | 19.66 519 | 29.24 516 | 21.00 519 | 15.99 566 | 21.97 606 | 17.77 584 | 0.03 276 | 0.07 285 | 0.19 494 | 0.04 308 | 0.60 481 | 0.75 504 |
|
| HGLStereo |  | 12.72 568 | 2.66 521 | 12.34 509 | 9.93 589 | 7.55 628 | 16.16 536 | 7.45 533 | 31.48 581 | 27.01 526 | 20.01 525 | 35.31 606 | 26.98 585 | 18.90 605 | 17.87 550 | 18.90 591 | 0.33 479 | 0.16 449 | 0.07 388 | 0.05 337 | 0.48 432 | 0.70 497 |
|
| GEStereo_RVC |  | 12.81 569 | 2.49 511 | 13.64 535 | 9.68 581 | 4.97 521 | 18.16 567 | 11.30 601 | 31.26 577 | 47.47 670 | 19.84 522 | 26.97 492 | 19.03 499 | 13.19 507 | 20.14 586 | 14.86 561 | 0.83 586 | 0.51 598 | 0.10 430 | 0.13 427 | 0.54 461 | 0.99 536 |
|
| CSP-Net |  | 12.85 570 | 2.95 534 | 9.64 442 | 5.94 416 | 3.96 456 | 25.85 628 | 9.93 570 | 28.81 541 | 26.00 516 | 29.31 637 | 32.44 575 | 30.00 602 | 15.16 555 | 20.25 590 | 14.30 556 | 0.55 539 | 0.19 473 | 0.03 318 | 0.00 1 | 0.65 495 | 0.98 535 |
|
| SGM-Forest |  | 12.92 571 | 1.87 435 | 6.61 269 | 5.68 386 | 2.05 334 | 23.19 608 | 11.30 601 | 34.24 621 | 30.77 559 | 26.54 614 | 31.99 567 | 29.98 601 | 15.74 563 | 21.17 603 | 13.36 545 | 1.05 607 | 0.33 555 | 0.84 596 | 0.01 210 | 0.71 505 | 0.97 532 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| MMNet |  | 12.97 572 | 2.08 477 | 12.74 515 | 6.98 492 | 6.27 599 | 26.39 635 | 4.73 430 | 23.10 468 | 41.79 640 | 25.48 604 | 32.29 574 | 21.09 521 | 17.79 590 | 19.52 575 | 17.90 586 | 0.19 417 | 0.07 285 | 0.10 430 | 0.00 1 | 0.37 385 | 0.59 475 |
|
| STTStereo |  | 12.97 572 | 4.88 586 | 26.57 638 | 7.54 520 | 5.41 558 | 13.43 468 | 6.49 499 | 30.53 568 | 26.35 521 | 25.14 598 | 31.43 558 | 32.00 618 | 14.12 528 | 16.01 523 | 14.83 560 | 0.29 471 | 0.31 547 | 0.67 578 | 1.08 628 | 1.21 552 | 1.11 548 |
|
| TDLM |  | 12.98 574 | 3.78 560 | 9.77 451 | 10.75 616 | 4.94 519 | 16.10 532 | 14.08 631 | 35.05 629 | 31.87 568 | 22.36 565 | 26.51 488 | 26.09 577 | 14.97 552 | 24.73 627 | 13.11 541 | 1.05 607 | 0.05 217 | 1.21 620 | 0.27 516 | 1.83 583 | 1.00 538 |
|
| AANet_RVC |  | 13.16 575 | 5.34 594 | 10.83 485 | 8.20 543 | 4.44 495 | 14.13 484 | 9.46 562 | 28.78 540 | 37.67 619 | 23.44 580 | 37.47 621 | 23.48 547 | 15.83 565 | 22.39 610 | 16.63 575 | 1.67 624 | 0.86 628 | 0.24 513 | 0.02 255 | 0.63 489 | 1.60 578 |
|
| psm_up |  | 13.18 576 | 1.91 441 | 8.81 388 | 9.59 579 | 5.84 584 | 15.17 509 | 11.37 603 | 38.74 664 | 30.81 560 | 20.66 540 | 30.32 537 | 30.00 602 | 23.12 626 | 19.19 570 | 16.02 569 | 0.58 541 | 0.10 363 | 0.17 481 | 0.01 210 | 0.65 495 | 0.55 464 |
|
| xyz-stereo |  | 13.23 577 | 0.83 80 | 38.70 668 | 2.53 76 | 0.83 168 | 41.19 695 | 4.82 438 | 13.68 296 | 26.28 519 | 22.98 574 | 37.78 623 | 29.35 596 | 18.53 602 | 18.11 556 | 7.85 461 | 0.22 436 | 0.03 153 | 0.64 575 | 0.01 210 | 0.13 208 | 0.06 137 |
|
| ssnet_v2 |  | 13.23 577 | 2.43 505 | 11.25 490 | 7.34 507 | 2.92 400 | 23.05 607 | 12.95 619 | 35.93 640 | 32.92 585 | 21.23 553 | 25.38 470 | 28.81 590 | 15.22 556 | 22.57 611 | 19.81 597 | 0.18 413 | 0.08 322 | 0.19 494 | 0.05 337 | 1.24 555 | 1.06 545 |
|
| CVANet_RVC |  | 13.24 579 | 3.39 548 | 8.43 367 | 8.42 548 | 5.04 528 | 18.52 574 | 11.72 609 | 32.03 588 | 33.85 588 | 23.17 577 | 32.77 578 | 29.78 599 | 16.51 572 | 23.20 615 | 11.28 527 | 0.94 596 | 0.04 178 | 1.19 619 | 0.47 583 | 3.13 616 | 1.01 539 |
|
| FADNet-RVC |  | 13.27 580 | 11.57 659 | 39.71 669 | 7.94 534 | 4.50 501 | 15.41 514 | 6.95 519 | 27.96 527 | 22.98 478 | 20.37 534 | 30.73 543 | 26.86 582 | 11.31 465 | 20.50 598 | 14.28 555 | 0.14 394 | 0.14 431 | 0.13 459 | 0.18 452 | 2.83 607 | 0.86 519 |
|
| DLCB_ROB |  | 13.35 581 | 3.00 537 | 9.12 414 | 9.43 570 | 5.68 572 | 21.80 597 | 10.12 580 | 29.19 547 | 29.92 552 | 27.71 624 | 31.45 563 | 32.37 621 | 19.50 608 | 19.02 566 | 16.73 576 | 0.22 436 | 0.04 178 | 0.38 548 | 0.06 360 | 0.49 441 | 0.85 518 |
|
| StereoDRNet-Refined |  | 13.36 582 | 2.80 524 | 10.82 484 | 7.94 534 | 3.10 411 | 18.95 575 | 4.45 421 | 28.47 535 | 29.65 545 | 29.11 633 | 41.47 648 | 24.44 557 | 17.64 588 | 23.34 617 | 21.66 608 | 0.16 406 | 0.07 285 | 0.53 563 | 0.32 539 | 0.77 519 | 1.64 580 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| SACVNet |  | 13.38 583 | 4.08 568 | 11.41 496 | 11.67 633 | 5.79 579 | 17.28 556 | 9.39 560 | 32.77 601 | 22.29 468 | 28.11 627 | 33.35 589 | 32.48 622 | 21.86 621 | 19.75 577 | 10.28 513 | 1.00 603 | 0.48 589 | 0.85 597 | 0.29 523 | 1.31 562 | 3.08 620 |
|
| iinet-f |  | 13.51 584 | 4.29 571 | 45.90 683 | 6.01 424 | 3.96 456 | 21.00 589 | 13.40 625 | 27.40 523 | 21.12 452 | 21.11 550 | 30.72 542 | 21.49 524 | 16.96 578 | 15.33 495 | 19.50 595 | 0.12 386 | 0.42 571 | 0.09 411 | 0.05 337 | 0.89 531 | 0.39 419 |
|
| rvit_105_1 |  | 13.56 585 | 5.57 597 | 19.88 615 | 13.22 648 | 4.58 506 | 15.04 505 | 28.61 706 | 26.56 511 | 42.75 647 | 18.83 505 | 24.53 461 | 20.93 518 | 13.85 521 | 18.02 554 | 11.90 533 | 1.74 625 | 0.60 609 | 0.25 514 | 2.10 655 | 0.61 483 | 1.64 580 |
|
| CBMV |   | 13.69 586 | 3.63 554 | 8.02 346 | 5.93 415 | 2.69 380 | 22.57 603 | 12.44 616 | 29.81 557 | 31.57 566 | 31.20 647 | 33.79 596 | 31.04 609 | 17.41 586 | 25.28 630 | 14.11 554 | 0.71 561 | 0.60 609 | 0.60 571 | 0.11 419 | 1.11 546 | 1.13 551 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| PS-NSSS |  | 13.70 587 | 7.41 625 | 14.68 556 | 6.70 478 | 5.63 569 | 18.43 572 | 12.59 617 | 38.89 666 | 25.56 509 | 20.27 532 | 35.71 608 | 21.11 522 | 16.35 570 | 17.16 544 | 17.56 582 | 2.28 637 | 0.53 602 | 5.37 666 | 0.36 552 | 4.28 637 | 3.09 621 |
|
| FADNet |  | 14.18 588 | 10.92 653 | 37.56 665 | 7.79 531 | 6.64 604 | 17.48 560 | 6.91 516 | 34.73 627 | 34.03 589 | 18.85 506 | 27.02 493 | 28.26 588 | 14.24 532 | 17.77 549 | 10.09 508 | 0.41 509 | 0.67 616 | 0.37 546 | 0.37 556 | 8.13 667 | 1.34 563 |
|
| fast-acv-ft |  | 14.25 589 | 4.00 567 | 16.20 574 | 7.51 518 | 5.14 538 | 26.38 634 | 9.77 568 | 24.62 484 | 34.84 600 | 25.30 601 | 37.27 619 | 32.09 619 | 20.38 615 | 18.32 557 | 19.50 595 | 0.36 489 | 0.32 550 | 0.63 573 | 0.47 583 | 1.18 550 | 0.76 505 |
|
| DStereoRT |  | 14.31 590 | 2.30 500 | 10.03 467 | 10.45 604 | 5.01 527 | 18.36 569 | 6.38 493 | 27.11 517 | 26.47 522 | 15.77 425 | 24.40 459 | 10.48 338 | 14.62 543 | 17.08 543 | 9.45 498 | 1.32 618 | 0.51 598 | 57.89 726 | 25.93 715 | 0.56 472 | 2.01 595 |
|
| pmcnn |  | 14.59 591 | 3.68 557 | 19.78 614 | 6.83 487 | 4.51 502 | 21.27 593 | 14.67 637 | 27.37 521 | 30.54 556 | 27.09 621 | 40.19 640 | 38.71 659 | 18.53 602 | 17.70 548 | 19.27 592 | 0.84 587 | 0.09 341 | 0.00 1 | 0.00 1 | 0.48 432 | 0.31 393 |
|
| Anonymous_2 |  | 14.95 592 | 6.75 618 | 17.63 590 | 5.45 374 | 7.10 619 | 26.19 631 | 11.58 606 | 18.06 391 | 17.30 405 | 17.61 474 | 15.47 332 | 23.33 545 | 20.95 619 | 20.55 599 | 14.63 557 | 11.05 699 | 12.86 709 | 11.27 693 | 25.12 714 | 11.32 685 | 4.82 647 |
|
| z-ln-s-r |  | 14.97 593 | 6.05 601 | 40.55 672 | 5.39 370 | 5.41 558 | 13.95 481 | 13.34 624 | 21.84 450 | 36.75 614 | 18.86 507 | 43.90 666 | 23.71 552 | 16.41 571 | 22.64 613 | 28.99 665 | 0.02 235 | 0.02 112 | 0.00 1 | 0.00 1 | 1.04 541 | 0.48 449 |
|
| test_sample9 |  | 15.04 594 | 4.86 583 | 17.49 585 | 5.97 418 | 2.94 401 | 17.57 562 | 8.30 542 | 28.75 537 | 23.91 492 | 24.38 589 | 21.03 418 | 24.64 560 | 17.82 592 | 20.07 584 | 20.17 599 | 6.44 679 | 36.07 728 | 6.62 674 | 7.44 687 | 3.20 620 | 3.11 622 |
|
| NVstereo2D |  | 15.15 595 | 2.97 535 | 16.28 577 | 9.23 567 | 7.56 629 | 30.03 652 | 9.53 565 | 42.80 687 | 42.72 646 | 15.11 405 | 27.03 494 | 23.16 542 | 16.93 577 | 24.28 623 | 15.45 565 | 3.07 654 | 0.43 576 | 1.44 628 | 0.61 597 | 6.74 657 | 7.60 675 |
|
| TCMNet |  | 15.19 596 | 6.68 615 | 19.70 612 | 13.83 653 | 12.53 683 | 26.35 633 | 13.66 626 | 29.47 552 | 35.21 601 | 24.71 593 | 31.20 553 | 23.44 546 | 15.13 554 | 18.97 565 | 22.59 622 | 1.13 611 | 0.65 613 | 2.04 637 | 0.97 623 | 3.18 617 | 2.31 607 |
|
| Wz-Net-LNSev-Ref |  | 15.26 597 | 3.68 557 | 27.36 640 | 7.11 500 | 5.83 583 | 24.88 620 | 12.12 614 | 30.19 560 | 36.12 610 | 27.08 620 | 45.98 671 | 29.10 592 | 13.65 514 | 20.45 597 | 20.26 602 | 0.67 558 | 0.00 1 | 0.10 430 | 0.00 1 | 0.32 357 | 0.26 366 |
|
| StereoDRNet |  | 15.30 598 | 4.47 575 | 14.35 552 | 10.71 612 | 8.69 650 | 25.02 623 | 11.03 596 | 39.66 668 | 35.62 606 | 29.17 634 | 28.81 511 | 34.05 638 | 17.80 591 | 18.80 563 | 23.77 628 | 0.41 509 | 0.30 543 | 0.15 471 | 0.14 433 | 1.64 575 | 1.42 568 |
|
| FINET |  | 15.49 599 | 6.08 602 | 24.99 633 | 8.12 539 | 7.69 632 | 21.80 597 | 22.35 686 | 33.76 613 | 48.27 672 | 25.99 608 | 32.27 573 | 19.48 507 | 16.83 576 | 19.07 567 | 16.38 574 | 1.37 619 | 0.70 617 | 0.95 604 | 0.27 516 | 2.61 602 | 0.90 525 |
|
| DRN-Test |  | 15.88 600 | 3.83 563 | 14.70 557 | 9.96 591 | 8.02 641 | 28.93 648 | 14.65 636 | 42.34 682 | 38.25 624 | 28.18 628 | 34.31 601 | 29.22 594 | 18.35 599 | 20.01 582 | 22.68 623 | 0.37 492 | 0.41 567 | 0.46 555 | 0.28 519 | 1.28 558 | 1.34 563 |
|
| YMNet |  | 15.91 601 | 5.68 599 | 21.74 625 | 10.94 619 | 8.77 652 | 25.22 625 | 9.21 556 | 32.22 594 | 31.35 562 | 33.81 665 | 38.84 631 | 34.00 635 | 17.83 595 | 19.95 579 | 21.57 606 | 0.87 591 | 1.30 642 | 1.22 622 | 0.91 617 | 1.64 575 | 1.18 557 |
|
| YMNet_1 |  | 15.91 601 | 5.68 599 | 21.74 625 | 10.94 619 | 8.77 652 | 25.22 625 | 9.21 556 | 32.22 594 | 31.35 562 | 33.81 665 | 38.84 631 | 34.00 635 | 17.83 595 | 19.95 579 | 21.57 606 | 0.87 591 | 1.30 642 | 1.22 622 | 0.91 617 | 1.64 575 | 1.18 557 |
|
| SDNR |  | 16.15 603 | 5.23 592 | 28.92 644 | 5.73 395 | 6.05 591 | 56.85 715 | 3.26 367 | 23.18 469 | 29.73 546 | 20.62 538 | 36.48 612 | 13.59 404 | 16.97 579 | 18.43 559 | 13.44 546 | 10.56 694 | 13.84 711 | 3.10 657 | 0.44 578 | 7.80 663 | 8.81 682 |
|
| PA-Net |  | 16.29 604 | 6.88 620 | 27.34 639 | 9.88 588 | 11.12 672 | 21.77 596 | 28.15 705 | 32.06 589 | 39.49 626 | 19.99 524 | 27.91 500 | 23.50 548 | 20.59 616 | 20.25 590 | 24.04 631 | 0.24 452 | 2.26 667 | 0.22 506 | 4.59 675 | 1.13 548 | 4.48 643 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| DISCO |  | 16.36 605 | 1.88 437 | 16.15 573 | 7.78 530 | 4.19 473 | 26.92 638 | 10.21 584 | 30.31 565 | 44.26 656 | 21.35 555 | 33.91 599 | 35.80 648 | 22.40 623 | 35.65 676 | 33.87 677 | 0.18 413 | 0.08 322 | 0.04 342 | 0.04 308 | 1.71 579 | 0.54 462 |
|
| GwcNet |   | 16.48 606 | 5.23 592 | 20.03 617 | 10.24 600 | 8.48 646 | 28.79 645 | 10.09 578 | 38.60 662 | 44.51 657 | 23.29 579 | 36.95 617 | 31.29 612 | 19.79 613 | 20.42 595 | 25.70 644 | 0.54 537 | 0.72 618 | 0.57 568 | 0.39 562 | 1.37 565 | 2.64 611 |
|
| NaN_ROB |  | 16.51 607 | 6.51 611 | 16.22 575 | 10.53 608 | 4.64 509 | 31.76 662 | 17.78 668 | 37.00 651 | 43.37 651 | 29.68 639 | 31.29 554 | 32.67 627 | 20.32 614 | 28.00 646 | 16.06 570 | 0.38 494 | 0.41 567 | 0.32 538 | 0.41 566 | 0.87 529 | 1.94 592 |
|
| SCION-MonSter |   | 16.77 608 | 6.58 613 | 20.48 620 | 12.74 644 | 8.64 648 | 36.06 679 | 5.09 441 | 25.97 503 | 46.64 667 | 18.96 508 | 46.39 676 | 18.07 488 | 17.18 583 | 23.21 616 | 30.53 670 | 0.84 587 | 0.17 456 | 6.31 672 | 4.87 677 | 5.17 648 | 1.55 576 |
|
| FAT-Stereo |  | 16.81 609 | 2.97 535 | 17.56 589 | 9.80 584 | 6.21 593 | 16.12 535 | 13.23 623 | 38.18 661 | 39.67 629 | 27.00 618 | 39.73 638 | 37.55 655 | 31.30 671 | 20.39 594 | 21.52 605 | 3.44 656 | 2.05 659 | 0.81 594 | 1.10 629 | 1.89 586 | 5.72 652 |
|
| S-Stereo |  | 16.85 610 | 3.95 566 | 20.67 621 | 12.08 639 | 8.91 656 | 21.68 595 | 12.61 618 | 32.20 593 | 44.61 658 | 22.37 566 | 38.42 629 | 29.15 593 | 28.02 655 | 18.58 561 | 22.36 621 | 2.88 650 | 3.11 680 | 0.87 601 | 1.82 649 | 3.58 627 | 9.08 684 |
|
| DANet |  | 16.85 610 | 8.00 630 | 26.04 637 | 14.56 662 | 7.25 622 | 20.59 587 | 5.37 448 | 26.22 507 | 26.02 518 | 32.17 655 | 36.00 610 | 37.20 653 | 29.77 663 | 30.75 656 | 24.62 636 | 1.14 613 | 1.34 644 | 2.21 642 | 0.51 588 | 3.18 617 | 4.07 637 |
| Z Ling, K Yang, J Li, Y Zhang, X Gao, L Luo, L Xie: Domain-adaptive modules for stereo matching network. Neurocomputing 2021 |
| MaskLacGwcNet_RVC |  | 16.87 612 | 16.27 678 | 17.93 596 | 11.24 627 | 6.69 607 | 28.95 649 | 10.44 587 | 41.23 679 | 21.49 457 | 29.68 639 | 34.27 600 | 32.48 622 | 11.00 454 | 20.05 583 | 15.09 563 | 8.22 686 | 2.59 670 | 12.23 694 | 0.75 608 | 10.40 678 | 6.34 659 |
|
| PSMNet_ROB |  | 16.90 613 | 5.45 595 | 14.16 545 | 13.77 651 | 7.25 622 | 27.65 641 | 32.74 712 | 43.21 690 | 37.88 622 | 24.00 583 | 32.97 583 | 34.55 642 | 16.69 573 | 17.41 545 | 23.96 630 | 0.38 494 | 0.22 497 | 0.93 603 | 2.05 653 | 1.83 583 | 0.96 531 |
|
| GANet |  | 16.92 614 | 4.32 573 | 12.46 511 | 10.84 618 | 4.24 475 | 23.04 606 | 15.36 650 | 39.91 671 | 34.47 596 | 32.42 656 | 45.10 670 | 40.04 668 | 27.54 650 | 23.61 620 | 20.20 601 | 1.02 606 | 0.08 322 | 0.67 578 | 0.22 478 | 1.87 585 | 0.97 532 |
|
| Syn2CoEx |  | 17.03 615 | 10.40 647 | 25.65 636 | 20.35 681 | 8.02 641 | 26.28 632 | 11.27 600 | 37.16 653 | 32.69 583 | 28.89 631 | 40.17 639 | 29.27 595 | 26.63 645 | 19.19 570 | 17.63 583 | 0.98 601 | 0.54 603 | 1.23 624 | 0.23 487 | 1.82 582 | 2.24 605 |
|
| test_sample8 |  | 17.19 616 | 4.86 583 | 17.49 585 | 5.97 418 | 2.94 401 | 17.57 562 | 8.30 542 | 31.87 585 | 18.55 424 | 33.54 662 | 26.00 476 | 40.64 671 | 32.90 676 | 20.07 584 | 20.17 599 | 6.44 679 | 36.07 728 | 6.62 674 | 7.44 687 | 3.20 620 | 3.11 622 |
|
| NCCL2 |  | 17.23 617 | 6.37 610 | 14.30 551 | 23.45 694 | 7.18 621 | 24.16 612 | 17.05 663 | 34.39 623 | 25.88 512 | 31.55 649 | 38.01 625 | 42.09 678 | 26.81 646 | 20.94 602 | 22.69 624 | 0.45 518 | 0.23 505 | 2.63 650 | 1.80 648 | 2.02 592 | 2.57 609 |
|
| GASNet |  | 17.30 618 | 19.38 686 | 30.46 653 | 20.66 683 | 9.36 660 | 16.06 530 | 9.06 554 | 43.89 694 | 40.04 632 | 25.35 603 | 23.73 452 | 32.90 628 | 15.37 560 | 28.91 648 | 17.05 577 | 3.04 653 | 0.27 532 | 1.88 635 | 0.45 581 | 6.73 656 | 1.37 565 |
|
| ADCRef |  | 17.30 618 | 6.73 617 | 42.01 678 | 10.11 594 | 8.78 654 | 26.61 636 | 10.45 588 | 31.29 579 | 32.75 584 | 31.19 646 | 41.62 651 | 18.47 491 | 19.78 612 | 24.29 624 | 34.06 680 | 0.76 570 | 0.42 571 | 2.16 640 | 1.79 647 | 1.23 554 | 1.56 577 |
|
| XPNet_ROB |  | 17.33 620 | 4.84 581 | 15.44 564 | 11.15 624 | 6.64 604 | 20.88 588 | 16.10 653 | 36.26 643 | 39.54 627 | 31.80 653 | 41.32 646 | 41.30 675 | 23.91 630 | 24.67 625 | 27.40 652 | 1.07 610 | 0.74 620 | 0.79 587 | 0.25 503 | 1.10 545 | 1.31 561 |
|
| w-ln-seven-2 |  | 17.58 621 | 7.62 627 | 41.78 676 | 11.29 629 | 6.55 603 | 23.49 609 | 14.08 631 | 29.64 555 | 39.85 631 | 28.44 630 | 42.38 654 | 30.45 606 | 27.66 652 | 22.16 608 | 22.15 615 | 0.44 516 | 0.49 592 | 0.65 576 | 0.17 450 | 1.58 570 | 0.81 510 |
|
| RP |  | 17.58 621 | 4.92 587 | 15.27 563 | 15.44 668 | 11.95 680 | 21.05 590 | 11.75 610 | 27.64 524 | 45.09 661 | 22.99 575 | 42.05 653 | 39.39 664 | 27.74 653 | 25.54 631 | 22.33 620 | 5.45 672 | 0.59 608 | 4.33 662 | 1.62 646 | 3.53 626 | 2.86 617 |
|
| SuperB |  | 17.60 623 | 6.22 609 | 56.40 705 | 7.91 533 | 5.07 530 | 19.70 581 | 9.03 552 | 24.87 486 | 50.15 686 | 26.25 613 | 39.13 633 | 17.61 474 | 20.84 618 | 22.28 609 | 25.31 640 | 0.70 559 | 0.31 547 | 1.10 614 | 0.71 605 | 16.58 699 | 1.86 587 |
|
| ETE_ROB |  | 17.67 624 | 9.48 638 | 17.66 591 | 13.60 649 | 4.57 505 | 23.03 605 | 21.09 681 | 32.49 597 | 35.24 602 | 30.49 643 | 38.06 626 | 46.18 691 | 24.49 633 | 26.40 636 | 24.21 633 | 0.46 523 | 0.24 516 | 1.14 615 | 0.84 611 | 1.52 569 | 2.13 599 |
|
| APVNet |  | 17.75 625 | 5.46 596 | 20.35 619 | 12.31 641 | 8.40 645 | 30.16 654 | 24.10 695 | 41.14 678 | 30.12 553 | 25.08 597 | 41.09 644 | 31.24 610 | 23.12 626 | 27.07 639 | 27.86 658 | 0.34 483 | 0.56 606 | 3.02 655 | 0.52 589 | 1.68 578 | 1.45 570 |
|
| PWCDC_ROB |   | 17.80 626 | 9.62 639 | 18.38 600 | 17.95 675 | 7.74 633 | 24.61 617 | 5.56 460 | 34.41 624 | 52.79 691 | 29.66 638 | 50.20 687 | 20.63 515 | 19.69 610 | 29.85 655 | 20.87 603 | 6.18 676 | 0.26 528 | 0.10 430 | 0.05 337 | 5.36 650 | 2.00 594 |
|
| MDST_ROB |  | 17.92 627 | 1.60 356 | 13.68 537 | 13.88 655 | 6.44 601 | 43.05 697 | 14.86 639 | 42.74 686 | 41.66 638 | 43.25 691 | 42.85 658 | 28.43 589 | 17.28 584 | 29.35 651 | 16.06 570 | 0.88 594 | 0.11 385 | 0.63 573 | 0.47 583 | 0.50 446 | 0.64 486 |
|
| Nwc_Net |  | 17.98 628 | 4.67 578 | 17.79 595 | 14.26 658 | 11.65 678 | 25.14 624 | 14.88 640 | 40.85 675 | 39.83 630 | 21.07 549 | 43.24 660 | 34.50 641 | 27.64 651 | 26.44 638 | 25.03 637 | 3.22 655 | 0.18 465 | 2.52 649 | 3.18 662 | 1.98 588 | 1.51 573 |
|
| ADCP+ |  | 18.16 629 | 4.61 577 | 32.94 656 | 9.31 568 | 10.23 665 | 28.87 646 | 11.69 608 | 33.43 609 | 36.49 612 | 29.28 636 | 40.49 641 | 24.18 556 | 24.61 636 | 33.89 665 | 35.33 682 | 0.25 458 | 0.40 566 | 2.00 636 | 1.17 634 | 2.16 595 | 1.87 589 |
|
| Wz-Net-LNSev |  | 18.19 630 | 10.57 649 | 41.33 674 | 10.19 597 | 7.94 639 | 24.29 613 | 15.28 648 | 34.15 617 | 43.38 652 | 32.90 659 | 43.72 664 | 31.94 617 | 22.21 622 | 20.81 601 | 22.26 617 | 0.47 524 | 0.22 497 | 0.00 1 | 0.02 255 | 1.22 553 | 0.94 530 |
|
| PWC_ROB |   | 18.37 631 | 10.55 648 | 25.19 634 | 10.21 598 | 6.29 600 | 23.75 610 | 4.79 434 | 35.93 640 | 48.75 676 | 32.56 657 | 44.46 669 | 34.68 643 | 24.78 638 | 30.99 657 | 25.72 645 | 1.38 621 | 0.08 322 | 1.57 630 | 0.26 509 | 2.18 596 | 3.17 627 |
|
| AF-Net |  | 18.38 632 | 5.60 598 | 14.21 547 | 15.95 669 | 10.78 668 | 22.26 599 | 10.45 588 | 35.39 633 | 50.22 687 | 24.71 593 | 37.77 622 | 41.55 676 | 29.24 661 | 29.11 649 | 26.67 646 | 4.35 666 | 0.06 256 | 4.56 664 | 0.90 614 | 2.42 597 | 1.38 566 |
|
| stereogan |  | 18.62 633 | 3.07 539 | 16.31 578 | 13.04 646 | 9.99 663 | 35.74 677 | 9.09 555 | 38.17 660 | 45.27 662 | 24.39 592 | 41.24 645 | 39.93 666 | 25.46 642 | 31.29 659 | 24.33 635 | 1.80 628 | 0.91 634 | 2.71 652 | 0.75 608 | 5.15 647 | 3.70 628 |
|
| edge stereo |  | 18.75 634 | 5.12 588 | 17.66 591 | 10.77 617 | 7.84 637 | 22.41 601 | 11.03 596 | 35.23 632 | 42.07 644 | 34.62 667 | 42.74 656 | 41.28 674 | 35.50 682 | 25.14 629 | 24.17 632 | 2.42 643 | 2.42 669 | 6.35 673 | 1.45 642 | 2.89 610 | 3.80 629 |
|
| RYNet |  | 18.92 635 | 4.69 580 | 16.88 582 | 10.99 621 | 15.84 693 | 46.72 700 | 16.57 659 | 37.84 657 | 48.03 671 | 26.92 616 | 26.48 486 | 37.84 658 | 24.92 640 | 19.80 578 | 31.04 672 | 0.25 458 | 0.25 524 | 0.62 572 | 0.03 284 | 6.34 655 | 6.39 660 |
|
| Wz-Net-MNSev |  | 18.98 636 | 6.53 612 | 33.16 658 | 10.15 596 | 7.26 624 | 38.37 688 | 16.45 657 | 34.19 619 | 43.20 650 | 30.65 644 | 40.76 642 | 40.51 670 | 19.24 607 | 27.56 641 | 28.06 663 | 0.81 581 | 0.26 528 | 0.05 353 | 0.10 409 | 1.45 568 | 0.84 515 |
|
| LALA_ROB |  | 19.19 637 | 7.15 623 | 15.93 572 | 12.96 645 | 5.30 553 | 28.30 644 | 23.21 693 | 42.51 683 | 36.69 613 | 33.45 661 | 40.81 643 | 50.96 703 | 24.53 634 | 27.92 643 | 25.66 643 | 0.60 546 | 0.44 578 | 2.04 637 | 1.22 636 | 2.54 601 | 1.47 571 |
|
| aanetorigin |  | 19.21 638 | 12.59 661 | 53.50 692 | 9.67 580 | 7.83 636 | 11.85 436 | 13.87 629 | 17.05 367 | 34.15 593 | 49.18 701 | 48.89 683 | 34.05 638 | 30.22 665 | 22.86 614 | 28.00 662 | 1.01 605 | 0.75 622 | 0.67 578 | 0.89 613 | 3.07 613 | 4.14 638 |
|
| SGM_RVC |   | 19.52 639 | 2.12 484 | 6.79 282 | 6.59 468 | 1.33 245 | 38.20 687 | 15.74 651 | 38.13 659 | 34.07 591 | 45.71 696 | 41.91 652 | 51.41 704 | 38.10 689 | 38.77 692 | 27.80 657 | 0.61 550 | 0.36 560 | 0.51 561 | 0.33 544 | 1.03 540 | 0.90 525 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| RTSC |  | 19.64 640 | 9.36 635 | 31.06 654 | 10.99 621 | 6.24 597 | 28.10 643 | 10.14 582 | 37.50 656 | 58.34 714 | 31.74 651 | 36.70 614 | 32.50 624 | 21.03 620 | 36.00 681 | 37.24 692 | 1.23 616 | 0.44 578 | 0.12 447 | 0.31 536 | 1.98 588 | 1.69 583 |
|
| NCC-stereo |  | 19.75 641 | 6.08 602 | 23.96 629 | 15.05 664 | 16.17 694 | 18.42 570 | 21.45 682 | 43.31 692 | 41.00 636 | 24.30 587 | 38.12 627 | 34.98 644 | 26.92 647 | 35.46 673 | 25.65 641 | 4.29 664 | 2.07 662 | 3.24 658 | 8.90 697 | 2.86 608 | 2.86 617 |
|
| Abc-Net |  | 19.75 641 | 6.08 602 | 23.96 629 | 15.05 664 | 16.17 694 | 18.42 570 | 21.45 682 | 43.31 692 | 41.00 636 | 24.30 587 | 38.12 627 | 34.98 644 | 26.92 647 | 35.46 673 | 25.65 641 | 4.29 664 | 2.07 662 | 3.24 658 | 8.90 697 | 2.86 608 | 2.86 617 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| DGSMNet |  | 19.79 643 | 12.06 660 | 33.43 659 | 13.79 652 | 16.23 696 | 22.97 604 | 15.88 652 | 35.41 634 | 41.96 642 | 19.90 523 | 32.16 572 | 35.60 647 | 18.14 597 | 29.48 653 | 23.10 625 | 3.85 660 | 3.89 693 | 6.16 671 | 4.75 676 | 13.56 689 | 13.44 698 |
|
| RGC |  | 19.90 644 | 13.26 665 | 20.24 618 | 18.19 676 | 14.06 689 | 21.21 591 | 14.33 633 | 34.97 628 | 43.60 654 | 27.73 625 | 41.49 649 | 39.76 665 | 27.98 654 | 34.52 668 | 21.37 604 | 3.66 659 | 0.54 603 | 8.67 686 | 4.16 673 | 4.19 635 | 4.02 635 |
|
| DeepPrunerF |  | 19.92 645 | 11.02 656 | 44.29 679 | 20.74 684 | 17.75 698 | 19.19 577 | 22.57 687 | 36.86 650 | 49.93 682 | 25.48 604 | 36.62 613 | 24.69 563 | 23.97 631 | 23.44 618 | 21.79 609 | 2.68 648 | 1.63 654 | 5.70 668 | 3.95 670 | 3.38 625 | 2.67 612 |
|
| WCMA_ROB |  | 20.02 646 | 4.30 572 | 19.72 613 | 9.47 575 | 7.00 617 | 32.71 668 | 13.99 630 | 31.97 587 | 32.48 580 | 41.51 686 | 52.00 692 | 44.09 682 | 36.14 684 | 32.43 661 | 24.29 634 | 6.19 677 | 2.79 676 | 1.09 613 | 1.10 629 | 3.95 631 | 3.13 625 |
|
| MSAF-DinoV2 |  | 20.61 647 | 7.35 624 | 24.41 631 | 11.43 632 | 4.88 516 | 30.12 653 | 16.70 660 | 39.67 669 | 54.27 695 | 22.75 571 | 32.01 568 | 48.05 697 | 30.44 667 | 37.52 686 | 40.45 700 | 0.72 563 | 0.50 594 | 0.44 552 | 1.23 637 | 4.64 639 | 4.54 644 |
|
| psmorigin |  | 20.95 648 | 10.24 646 | 35.84 661 | 9.75 582 | 7.05 618 | 24.59 616 | 10.11 579 | 32.85 603 | 32.17 576 | 43.09 689 | 54.57 702 | 42.79 679 | 36.62 685 | 35.99 680 | 27.41 653 | 1.58 623 | 2.72 674 | 0.79 587 | 1.05 626 | 3.26 623 | 6.50 661 |
|
| SANet |  | 20.96 649 | 6.60 614 | 29.81 648 | 8.83 555 | 3.19 414 | 31.27 661 | 20.56 679 | 41.86 681 | 56.09 706 | 39.30 681 | 43.62 662 | 44.95 684 | 31.93 673 | 27.83 642 | 23.67 627 | 0.94 596 | 0.52 601 | 0.99 606 | 0.42 571 | 4.72 641 | 2.03 596 |
|
| FBW_ROB |  | 21.00 650 | 10.23 645 | 22.72 627 | 13.71 650 | 6.77 609 | 30.49 659 | 16.46 658 | 44.58 695 | 43.57 653 | 44.25 694 | 39.59 636 | 43.27 681 | 26.12 644 | 33.96 666 | 21.80 610 | 2.58 647 | 1.84 657 | 7.14 684 | 2.78 660 | 4.00 633 | 4.06 636 |
|
| w-ln-seven |  | 21.04 651 | 9.30 633 | 55.15 703 | 11.32 630 | 9.98 662 | 30.27 655 | 18.05 670 | 37.06 652 | 55.12 702 | 36.70 673 | 43.26 661 | 33.73 634 | 22.90 624 | 22.63 612 | 29.52 666 | 0.39 504 | 0.18 465 | 0.85 597 | 0.16 445 | 2.75 605 | 1.47 571 |
|
| z-mn7 |  | 21.05 652 | 9.91 641 | 45.96 684 | 11.27 628 | 5.23 542 | 33.41 670 | 15.27 647 | 35.65 637 | 57.07 710 | 26.62 615 | 53.08 694 | 32.21 620 | 24.80 639 | 35.65 676 | 30.93 671 | 0.49 527 | 0.25 524 | 0.55 565 | 0.11 419 | 1.62 572 | 0.90 525 |
|
| SQANet |  | 21.24 653 | 24.08 697 | 19.60 611 | 26.40 699 | 18.74 700 | 30.87 660 | 9.24 558 | 32.70 600 | 29.58 544 | 25.25 599 | 33.37 590 | 33.47 632 | 19.19 606 | 28.11 647 | 18.32 587 | 10.87 695 | 2.92 678 | 26.49 711 | 5.65 682 | 18.43 703 | 11.48 693 |
|
| G-Net |  | 21.25 654 | 8.24 631 | 37.97 667 | 15.14 667 | 9.26 659 | 50.87 706 | 16.80 662 | 27.96 527 | 30.54 556 | 38.92 678 | 42.93 659 | 33.27 629 | 32.17 674 | 27.99 645 | 25.25 639 | 4.40 668 | 3.83 690 | 3.60 661 | 0.97 623 | 7.91 666 | 6.95 667 |
|
| SHD |  | 21.32 655 | 10.03 642 | 30.16 651 | 14.30 659 | 8.68 649 | 24.15 611 | 8.93 550 | 40.82 674 | 61.17 719 | 35.79 670 | 44.15 667 | 38.73 660 | 30.20 664 | 33.88 664 | 31.09 673 | 2.00 632 | 0.81 625 | 1.17 616 | 1.55 643 | 4.08 634 | 4.78 646 |
|
| MultiAttention |  | 21.34 656 | 1.48 302 | 14.65 555 | 12.08 639 | 4.10 469 | 63.05 724 | 95.71 758 | 42.52 684 | 41.89 641 | 15.33 415 | 30.20 536 | 28.14 587 | 7.73 377 | 44.07 703 | 13.67 548 | 0.84 587 | 0.27 532 | 1.06 609 | 1.58 645 | 4.47 638 | 3.88 633 |
|
| CSAN |  | 21.34 656 | 9.45 637 | 23.34 628 | 20.99 686 | 4.95 520 | 32.57 666 | 34.26 713 | 38.83 665 | 49.95 684 | 36.97 675 | 39.72 637 | 44.97 685 | 31.73 672 | 26.05 633 | 23.94 629 | 1.52 622 | 0.47 587 | 0.85 597 | 1.43 641 | 2.73 604 | 2.14 602 |
|
| UDG |  | 21.45 658 | 14.84 672 | 14.44 553 | 21.30 689 | 20.08 702 | 32.05 665 | 13.76 627 | 35.98 642 | 35.52 605 | 25.93 607 | 30.69 541 | 37.26 654 | 30.66 668 | 21.97 606 | 19.89 598 | 10.88 697 | 5.55 698 | 22.78 706 | 7.65 690 | 14.83 695 | 13.05 697 |
|
| ADCL |  | 21.64 659 | 6.20 606 | 47.32 686 | 9.93 589 | 6.91 616 | 38.69 691 | 19.97 677 | 31.26 577 | 54.04 693 | 27.89 626 | 47.97 680 | 31.35 613 | 30.66 668 | 33.18 663 | 36.62 687 | 0.99 602 | 0.92 635 | 2.63 650 | 1.82 649 | 2.45 598 | 2.13 599 |
|
| ADCPNet |  | 21.93 660 | 9.38 636 | 57.92 707 | 11.76 635 | 6.88 614 | 36.03 678 | 18.44 672 | 32.80 602 | 35.93 607 | 32.91 660 | 43.80 665 | 39.21 663 | 26.99 649 | 31.14 658 | 36.94 689 | 2.05 633 | 2.67 673 | 2.30 644 | 3.45 666 | 4.22 636 | 3.82 630 |
|
| zh-mn7 |  | 21.99 661 | 13.21 664 | 53.55 695 | 10.73 614 | 5.68 572 | 27.38 640 | 14.94 641 | 34.53 626 | 56.55 708 | 40.02 682 | 57.13 706 | 31.28 611 | 23.73 629 | 35.83 678 | 30.28 668 | 0.95 599 | 0.44 578 | 0.22 506 | 0.19 465 | 1.26 557 | 1.86 587 |
|
| CC-Net-ROB |  | 22.04 662 | 22.91 694 | 28.86 643 | 14.05 656 | 8.73 651 | 33.79 671 | 15.26 646 | 46.84 699 | 36.06 609 | 33.72 663 | 32.10 570 | 35.47 646 | 24.02 632 | 23.57 619 | 27.88 659 | 8.95 689 | 2.95 679 | 24.94 708 | 3.68 667 | 12.41 687 | 4.62 645 |
|
| MeshStereo |   | 22.27 663 | 6.87 619 | 11.15 489 | 7.69 525 | 4.87 515 | 37.70 685 | 13.06 621 | 41.64 680 | 36.95 615 | 50.92 704 | 53.41 697 | 58.12 709 | 41.93 701 | 37.73 688 | 27.62 656 | 2.52 646 | 2.37 668 | 2.99 654 | 2.07 654 | 3.09 614 | 2.60 610 |
| 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 |
| DDUNet |  | 22.66 664 | 19.69 688 | 14.64 554 | 24.11 695 | 22.38 706 | 24.84 618 | 17.71 667 | 30.36 566 | 30.32 555 | 29.02 632 | 37.31 620 | 37.63 656 | 24.66 637 | 24.67 625 | 17.08 578 | 18.42 706 | 7.92 706 | 26.43 710 | 11.81 705 | 17.23 700 | 16.95 704 |
|
| Wz-Net-SNSev |  | 22.67 665 | 16.94 680 | 45.69 682 | 13.85 654 | 8.52 647 | 28.89 647 | 27.06 702 | 39.39 667 | 55.04 700 | 31.77 652 | 53.23 695 | 39.18 662 | 23.41 628 | 26.40 636 | 36.25 685 | 0.78 572 | 0.21 487 | 1.21 620 | 0.90 614 | 3.03 612 | 1.62 579 |
|
| ADCMid |  | 22.76 666 | 10.75 651 | 41.73 675 | 11.23 626 | 7.97 640 | 27.26 639 | 19.18 676 | 35.44 636 | 38.02 623 | 40.23 683 | 46.38 674 | 36.56 651 | 42.70 702 | 38.20 690 | 40.75 701 | 1.77 626 | 1.43 648 | 3.05 656 | 3.81 669 | 4.96 643 | 3.82 630 |
|
| MSMD_ROB |  | 22.90 667 | 9.64 640 | 14.76 558 | 17.46 674 | 9.88 661 | 34.94 673 | 18.83 673 | 33.67 612 | 37.47 616 | 40.97 685 | 59.80 710 | 45.93 689 | 38.34 691 | 31.74 660 | 23.24 626 | 6.22 678 | 3.58 687 | 8.78 687 | 11.03 703 | 6.76 658 | 5.06 650 |
|
| LE_ROB |  | 22.93 668 | 3.07 539 | 14.02 542 | 7.70 526 | 2.86 392 | 31.99 664 | 17.35 665 | 28.10 531 | 67.19 731 | 70.51 733 | 55.61 705 | 49.07 698 | 47.62 713 | 24.76 628 | 36.49 686 | 0.35 486 | 0.20 479 | 0.27 520 | 0.55 593 | 0.48 432 | 0.44 437 |
|
| zh-sn7 |  | 23.03 669 | 15.48 674 | 50.25 688 | 14.08 657 | 7.77 635 | 26.71 637 | 23.32 694 | 36.59 646 | 48.43 674 | 33.80 664 | 51.71 690 | 33.34 631 | 33.77 678 | 39.91 696 | 37.07 690 | 0.60 546 | 0.86 628 | 0.54 564 | 0.35 549 | 3.18 617 | 2.85 615 |
|
| DStereoO |  | 23.30 670 | 15.58 675 | 13.92 539 | 14.76 663 | 8.35 644 | 16.44 544 | 16.19 655 | 33.98 614 | 39.60 628 | 30.48 642 | 28.08 502 | 31.65 616 | 32.30 675 | 41.39 699 | 27.39 651 | 48.20 725 | 3.83 690 | 28.72 712 | 3.33 665 | 25.98 710 | 5.78 653 |
|
| AnyNet_C32 |  | 23.37 671 | 13.28 666 | 40.29 671 | 12.36 642 | 11.44 675 | 30.39 656 | 29.15 707 | 31.36 580 | 44.90 660 | 35.36 668 | 48.86 681 | 33.61 633 | 34.20 679 | 43.15 702 | 41.62 707 | 1.27 617 | 1.35 645 | 1.18 618 | 2.58 658 | 4.77 642 | 6.27 658 |
|
| SGM-ForestM |  | 23.72 672 | 2.44 506 | 9.13 416 | 7.43 513 | 2.25 349 | 44.80 699 | 19.11 675 | 44.90 696 | 49.97 685 | 50.74 703 | 51.18 688 | 62.06 717 | 45.83 707 | 44.96 704 | 33.88 678 | 1.00 603 | 0.84 627 | 0.78 585 | 0.62 598 | 1.29 559 | 1.11 548 |
|
| MFN_U_SF_DS_RVC |  | 23.92 673 | 13.60 667 | 30.09 650 | 25.46 697 | 10.02 664 | 38.51 689 | 20.40 678 | 35.77 639 | 43.76 655 | 42.15 687 | 47.10 679 | 39.99 667 | 28.20 657 | 35.96 679 | 27.06 649 | 3.64 658 | 3.85 692 | 6.66 677 | 16.30 711 | 4.97 644 | 4.98 649 |
|
| ccnet |  | 24.02 674 | 16.16 677 | 21.70 624 | 11.83 637 | 17.75 698 | 37.87 686 | 16.18 654 | 45.46 698 | 31.93 572 | 36.99 676 | 46.46 678 | 38.76 661 | 29.52 662 | 37.55 687 | 40.93 704 | 9.20 690 | 6.29 700 | 9.63 689 | 7.71 692 | 11.19 682 | 7.21 672 |
|
| PSMNet-RUCA |  | 24.03 675 | 26.83 700 | 40.96 673 | 35.46 707 | 34.27 713 | 16.24 541 | 9.79 569 | 39.82 670 | 31.45 564 | 31.49 648 | 41.54 650 | 36.82 652 | 26.02 643 | 27.92 643 | 15.09 563 | 11.51 701 | 2.06 660 | 20.58 703 | 8.10 695 | 15.83 697 | 8.74 681 |
|
| XQC |  | 24.10 676 | 16.76 679 | 50.68 689 | 21.37 690 | 11.01 670 | 35.24 675 | 18.84 674 | 37.28 655 | 55.11 701 | 31.64 650 | 30.06 535 | 37.71 657 | 30.31 666 | 37.17 684 | 39.66 697 | 4.20 663 | 0.41 567 | 2.76 653 | 1.89 651 | 11.46 686 | 8.42 680 |
|
| FC-DCNN |   | 24.37 677 | 10.99 655 | 19.02 605 | 18.44 677 | 9.16 657 | 36.98 682 | 23.07 691 | 40.44 672 | 43.05 649 | 46.25 698 | 53.58 699 | 50.44 700 | 37.86 688 | 35.45 672 | 27.57 655 | 6.87 683 | 3.37 682 | 6.01 669 | 4.88 678 | 7.86 665 | 6.05 655 |
|
| DPSNet |  | 24.40 678 | 6.97 622 | 33.14 657 | 11.16 625 | 6.54 602 | 53.33 709 | 43.32 721 | 51.28 711 | 59.37 717 | 30.89 645 | 39.36 634 | 40.35 669 | 34.30 680 | 32.57 662 | 25.09 638 | 4.65 670 | 1.62 653 | 0.37 546 | 0.66 601 | 8.51 671 | 4.44 642 |
|
| FC-DCNN v2 |   | 24.44 679 | 10.97 654 | 18.53 602 | 18.49 678 | 9.18 658 | 37.41 684 | 23.03 690 | 40.91 676 | 43.02 648 | 46.46 699 | 54.06 700 | 50.67 701 | 38.26 690 | 35.41 671 | 27.52 654 | 6.85 682 | 3.38 683 | 6.03 670 | 4.89 679 | 7.82 664 | 5.94 654 |
|
| PDISCO_ROB |  | 24.45 680 | 9.24 632 | 29.28 646 | 28.68 702 | 19.96 701 | 37.14 683 | 15.33 649 | 45.04 697 | 54.69 697 | 29.24 635 | 42.67 655 | 46.07 690 | 28.17 656 | 35.35 670 | 30.30 669 | 9.92 692 | 2.13 664 | 6.90 678 | 3.20 663 | 8.74 672 | 6.87 666 |
|
| Wz-Net-TNSev |  | 25.12 681 | 20.16 689 | 57.98 708 | 9.56 577 | 7.42 627 | 42.73 696 | 22.27 685 | 35.14 630 | 53.46 692 | 35.97 672 | 42.74 656 | 45.83 687 | 39.87 695 | 36.56 682 | 34.73 681 | 1.82 629 | 1.51 651 | 0.76 584 | 1.34 640 | 5.84 654 | 6.80 664 |
|
| EDNetEfficient |  | 25.16 682 | 22.23 693 | 77.22 733 | 9.09 562 | 7.38 625 | 19.38 578 | 16.78 661 | 21.41 444 | 55.74 705 | 61.52 724 | 53.51 698 | 36.22 649 | 40.65 699 | 24.22 622 | 38.27 694 | 0.62 553 | 0.74 620 | 0.86 600 | 2.60 659 | 7.70 662 | 7.09 669 |
|
| WZ-Net |  | 25.17 683 | 12.95 662 | 63.02 712 | 15.13 666 | 10.42 667 | 38.51 689 | 27.42 704 | 40.46 673 | 54.17 694 | 28.32 629 | 52.95 693 | 40.81 672 | 28.36 658 | 37.07 683 | 41.35 706 | 1.21 615 | 0.21 487 | 0.73 582 | 0.94 620 | 5.42 652 | 3.87 632 |
|
| AANet |  | 25.23 684 | 25.90 699 | 70.86 726 | 8.25 545 | 6.82 611 | 24.45 614 | 10.96 594 | 32.18 590 | 56.29 707 | 56.40 710 | 51.41 689 | 47.70 695 | 40.20 696 | 25.76 632 | 35.38 683 | 2.68 648 | 0.32 550 | 0.99 606 | 0.43 574 | 3.80 630 | 3.92 634 |
|
| GANetREF_RVC |   | 25.41 685 | 29.28 702 | 24.63 632 | 25.18 696 | 6.04 590 | 30.44 657 | 35.39 716 | 47.84 702 | 50.60 688 | 36.88 674 | 36.04 611 | 34.11 640 | 31.23 670 | 37.46 685 | 27.96 661 | 8.58 687 | 2.66 672 | 16.29 699 | 4.95 680 | 14.37 694 | 8.32 679 |
| 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 |
| FCDSN-DC |  | 25.59 686 | 14.91 673 | 18.83 604 | 28.55 701 | 15.68 692 | 39.29 692 | 18.16 671 | 42.83 689 | 41.69 639 | 44.43 695 | 51.94 691 | 50.82 702 | 39.22 694 | 34.59 669 | 27.29 650 | 6.05 675 | 3.63 688 | 7.01 681 | 6.41 683 | 10.35 677 | 10.17 691 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| DStereoSA |  | 26.02 687 | 16.00 676 | 36.80 664 | 23.05 693 | 13.50 685 | 27.80 642 | 20.87 680 | 49.24 706 | 58.93 715 | 26.92 616 | 36.89 615 | 29.48 597 | 37.74 687 | 38.81 693 | 26.96 647 | 7.13 684 | 7.34 705 | 15.03 697 | 11.26 704 | 21.25 705 | 15.34 700 |
|
| ADCS |  | 26.20 688 | 13.71 668 | 46.90 685 | 14.51 661 | 10.34 666 | 30.46 658 | 22.72 689 | 42.81 688 | 57.61 713 | 42.58 688 | 49.37 685 | 41.91 677 | 40.43 697 | 41.90 701 | 44.58 712 | 2.37 640 | 2.19 666 | 2.37 647 | 3.29 664 | 7.32 660 | 6.52 662 |
|
| DStereoFS |  | 26.88 689 | 21.28 692 | 29.50 647 | 18.65 679 | 12.35 682 | 29.13 651 | 13.04 620 | 50.34 710 | 47.29 669 | 35.95 671 | 44.38 668 | 36.32 650 | 41.02 700 | 51.90 717 | 33.82 676 | 7.92 685 | 5.83 699 | 15.86 698 | 9.22 699 | 17.41 702 | 16.41 702 |
|
| DLNR_Zeroshot_test |   | 27.62 690 | 51.32 717 | 91.46 750 | 98.51 760 | 98.03 761 | 3.10 70 | 0.50 81 | 30.95 573 | 7.65 248 | 8.16 274 | 15.68 335 | 7.31 284 | 1.63 97 | 11.87 370 | 4.21 353 | 40.37 719 | 0.87 630 | 0.06 376 | 0.34 547 | 80.23 744 | 0.24 355 |
|
| DLNR-FE |  | 27.66 691 | 51.31 716 | 91.55 752 | 98.52 761 | 97.91 760 | 3.10 70 | 0.50 81 | 31.55 582 | 7.66 249 | 8.18 275 | 15.67 333 | 7.31 284 | 1.63 97 | 11.88 371 | 4.21 353 | 40.23 718 | 0.89 633 | 0.06 376 | 0.34 547 | 80.38 745 | 0.24 355 |
|
| MFN_U_SF_RVC |  | 28.16 692 | 14.14 670 | 53.23 691 | 21.11 687 | 7.91 638 | 39.97 693 | 13.13 622 | 51.65 713 | 46.34 664 | 47.41 700 | 53.38 696 | 55.32 707 | 40.53 698 | 38.47 691 | 39.74 698 | 5.67 674 | 4.46 694 | 6.98 680 | 8.73 696 | 7.47 661 | 7.44 674 |
|
| PASM |  | 28.19 693 | 17.35 681 | 48.18 687 | 22.49 692 | 22.20 705 | 25.92 629 | 25.84 700 | 34.35 622 | 49.45 680 | 35.37 669 | 39.48 635 | 46.72 693 | 33.36 677 | 34.28 667 | 36.77 688 | 11.73 702 | 14.94 713 | 17.43 702 | 22.18 713 | 13.45 688 | 12.32 696 |
|
| EDNetEfficientorigin |  | 28.98 694 | 35.45 709 | 99.82 764 | 9.43 570 | 5.65 570 | 24.97 621 | 14.79 638 | 26.06 504 | 54.82 698 | 60.87 720 | 57.59 707 | 45.42 686 | 50.27 716 | 26.11 634 | 43.62 709 | 0.30 473 | 0.37 561 | 1.61 631 | 2.35 656 | 10.17 676 | 9.99 690 |
|
| AnyNet_C01 |  | 29.76 695 | 25.78 698 | 75.37 731 | 17.03 672 | 11.34 673 | 49.00 704 | 27.12 703 | 37.99 658 | 40.05 633 | 40.73 684 | 65.13 721 | 46.98 694 | 38.86 693 | 46.63 705 | 48.19 717 | 2.14 634 | 2.13 664 | 2.13 639 | 2.56 657 | 8.14 668 | 7.98 678 |
|
| LSM |  | 29.98 696 | 19.52 687 | 55.11 702 | 19.06 680 | 53.75 726 | 32.57 666 | 23.17 692 | 42.61 685 | 48.57 675 | 45.97 697 | 55.04 704 | 42.93 680 | 36.02 683 | 35.63 675 | 27.03 648 | 2.33 638 | 9.19 707 | 4.87 665 | 7.71 692 | 10.65 680 | 27.91 714 |
|
| RTS |  | 30.15 697 | 23.12 695 | 96.33 754 | 16.71 670 | 11.63 676 | 58.66 718 | 24.28 696 | 36.80 648 | 62.63 723 | 43.79 692 | 46.10 672 | 32.56 625 | 43.90 703 | 51.29 713 | 40.92 702 | 2.38 641 | 0.66 614 | 1.06 609 | 0.74 606 | 5.11 645 | 4.34 640 |
|
| RTSA |  | 30.15 697 | 23.12 695 | 96.33 754 | 16.71 670 | 11.63 676 | 58.66 718 | 24.28 696 | 36.80 648 | 62.63 723 | 43.79 692 | 46.10 672 | 32.56 625 | 43.90 703 | 51.29 713 | 40.92 702 | 2.38 641 | 0.66 614 | 1.06 609 | 0.74 606 | 5.11 645 | 4.34 640 |
|
| DispFullNet |  | 30.27 699 | 31.74 704 | 58.63 709 | 30.13 704 | 28.18 710 | 31.79 663 | 8.94 551 | 37.16 653 | 54.68 696 | 32.60 658 | 37.99 624 | 44.62 683 | 28.80 660 | 41.55 700 | 27.93 660 | 11.94 703 | 3.46 685 | 35.53 716 | 12.34 706 | 30.08 713 | 17.26 705 |
|
| coex-ft |  | 30.77 700 | 38.58 712 | 93.29 753 | 9.44 573 | 5.62 568 | 34.95 674 | 25.30 699 | 30.83 571 | 59.36 716 | 73.23 737 | 58.53 708 | 45.92 688 | 47.29 711 | 29.44 652 | 45.30 713 | 1.37 619 | 1.65 655 | 0.95 604 | 0.96 622 | 8.35 670 | 4.96 648 |
|
| MANE |  | 31.97 701 | 10.75 651 | 17.71 594 | 20.94 685 | 13.77 687 | 47.80 702 | 26.85 701 | 53.00 716 | 55.20 703 | 59.29 716 | 64.30 718 | 64.93 721 | 56.31 726 | 51.83 716 | 38.69 696 | 9.61 691 | 4.72 695 | 6.91 679 | 19.93 712 | 9.20 673 | 7.64 676 |
|
| otaku |  | 33.18 702 | 35.99 710 | 52.93 690 | 40.01 710 | 21.41 703 | 55.08 710 | 17.25 664 | 43.30 691 | 61.58 720 | 39.25 680 | 49.16 684 | 46.61 692 | 28.49 659 | 39.77 695 | 28.76 664 | 18.56 707 | 7.00 704 | 31.82 714 | 9.61 700 | 21.53 707 | 15.48 701 |
|
| PVD |  | 33.19 703 | 18.59 683 | 37.64 666 | 26.09 698 | 16.99 697 | 33.25 669 | 42.25 720 | 51.42 712 | 66.03 729 | 52.65 707 | 64.31 719 | 51.93 705 | 55.13 722 | 51.61 715 | 40.40 699 | 4.00 662 | 3.51 686 | 9.53 688 | 4.26 674 | 10.62 679 | 23.56 709 |
|
| ELAS |   | 33.68 704 | 18.95 684 | 36.71 663 | 20.64 682 | 13.61 686 | 56.43 711 | 35.14 715 | 50.03 709 | 49.90 681 | 60.58 719 | 63.83 716 | 58.64 712 | 53.36 718 | 50.73 711 | 44.44 711 | 11.03 698 | 6.58 702 | 10.02 690 | 7.43 686 | 13.58 691 | 11.94 695 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ELAS_RVC |   | 33.79 705 | 19.15 685 | 35.97 662 | 21.28 688 | 13.79 688 | 52.58 707 | 36.11 717 | 48.96 705 | 55.66 704 | 61.47 723 | 62.91 712 | 58.35 711 | 53.55 719 | 53.37 719 | 42.23 708 | 11.25 700 | 6.64 703 | 10.32 691 | 7.05 685 | 13.56 689 | 11.58 694 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| SAMSARA |  | 34.43 706 | 18.53 682 | 31.91 655 | 55.34 720 | 35.34 714 | 75.99 738 | 94.71 757 | 47.97 703 | 50.84 689 | 37.47 677 | 36.99 618 | 53.12 706 | 38.55 692 | 39.56 694 | 38.65 695 | 3.59 657 | 5.40 697 | 2.22 643 | 3.72 668 | 9.43 674 | 9.29 686 |
|
| Ntro |  | 34.97 707 | 37.63 711 | 54.53 698 | 43.26 714 | 22.45 707 | 57.73 716 | 21.97 684 | 47.14 701 | 64.21 726 | 39.12 679 | 48.86 681 | 47.93 696 | 36.94 686 | 40.66 697 | 29.83 667 | 17.16 705 | 6.51 701 | 32.70 715 | 10.17 701 | 24.06 708 | 16.48 703 |
|
| BEATNet-Init1 |  | 35.08 708 | 20.64 690 | 54.70 700 | 27.43 700 | 12.00 681 | 58.29 717 | 31.01 710 | 52.58 715 | 57.49 712 | 60.36 718 | 62.98 713 | 69.98 729 | 55.54 724 | 53.00 718 | 44.40 710 | 4.61 669 | 2.84 677 | 7.05 682 | 6.89 684 | 10.97 681 | 8.94 683 |
|
| ACVNet-4b |  | 36.40 709 | 52.20 718 | 56.11 704 | 42.45 713 | 21.78 704 | 48.56 703 | 14.37 634 | 49.50 707 | 60.15 718 | 43.17 690 | 46.38 674 | 55.62 708 | 24.56 635 | 38.15 689 | 21.97 611 | 25.13 712 | 3.66 689 | 46.93 719 | 33.56 720 | 25.97 709 | 17.74 706 |
|
| MSC_U_SF_DS_RVC |  | 37.16 710 | 34.69 707 | 53.68 696 | 37.47 709 | 12.55 684 | 56.80 714 | 22.63 688 | 52.02 714 | 63.29 725 | 66.20 729 | 63.82 715 | 58.12 709 | 53.73 721 | 51.21 712 | 46.48 714 | 8.79 688 | 5.31 696 | 14.69 696 | 15.22 710 | 17.27 701 | 9.21 685 |
|
| GCST |   | 37.32 711 | 40.98 713 | 25.25 635 | 92.15 750 | 35.59 715 | 25.00 622 | 1.02 134 | 25.45 492 | 19.73 434 | 26.01 610 | 15.21 329 | 19.51 509 | 4.75 257 | 16.71 537 | 4.32 357 | 80.90 749 | 35.46 727 | 87.50 755 | 74.71 740 | 73.21 740 | 42.99 726 |
|
| ACVNet_1 |  | 41.30 712 | 49.46 715 | 64.91 717 | 44.67 715 | 25.07 708 | 49.43 705 | 25.23 698 | 55.33 718 | 65.87 728 | 59.72 717 | 59.33 709 | 63.43 719 | 48.79 715 | 49.63 709 | 37.09 691 | 19.05 708 | 9.82 708 | 38.29 717 | 13.97 709 | 28.67 711 | 18.23 708 |
|
| light-stereo |  | 41.36 713 | 29.75 703 | 55.07 701 | 54.98 719 | 49.52 721 | 36.70 680 | 17.57 666 | 46.92 700 | 51.01 690 | 53.58 708 | 54.47 701 | 62.25 718 | 35.15 681 | 48.78 707 | 33.36 674 | 34.63 715 | 26.20 724 | 20.76 704 | 28.59 716 | 46.39 720 | 41.49 725 |
|
| Consistency-Raft |  | 41.82 714 | 35.10 708 | 44.56 681 | 32.85 705 | 41.39 719 | 46.76 701 | 34.76 714 | 57.01 720 | 54.94 699 | 32.10 654 | 65.22 722 | 30.82 607 | 48.46 714 | 40.81 698 | 48.77 718 | 27.39 713 | 34.28 726 | 42.92 718 | 51.66 730 | 39.28 716 | 27.28 711 |
|
| NVStereoNet_ROB |  | 41.93 715 | 32.40 705 | 44.55 680 | 36.60 708 | 27.78 709 | 34.52 672 | 32.38 711 | 48.84 704 | 57.18 711 | 69.34 732 | 75.62 738 | 66.07 723 | 64.86 730 | 47.34 706 | 60.78 729 | 15.72 704 | 23.99 721 | 23.40 707 | 32.06 719 | 21.34 706 | 23.86 710 |
| Nikolai Smolyanskiy, Alexey Kamenev, Stan Birchfield: On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach. Arxiv |
| MonStereo1 |  | 45.10 716 | 33.36 706 | 54.69 699 | 33.57 706 | 31.94 712 | 43.06 698 | 17.79 669 | 49.52 708 | 56.61 709 | 50.97 705 | 64.04 717 | 70.09 730 | 53.57 720 | 49.77 710 | 53.19 723 | 53.87 728 | 14.08 712 | 54.69 725 | 35.89 721 | 41.66 717 | 39.69 721 |
|
| RainbowNet |  | 51.25 717 | 62.74 727 | 64.52 716 | 60.13 721 | 39.00 718 | 58.72 720 | 30.83 709 | 57.31 721 | 79.18 743 | 50.24 702 | 65.35 723 | 60.13 714 | 44.25 705 | 49.47 708 | 41.16 705 | 46.52 724 | 46.06 734 | 52.72 723 | 31.78 718 | 52.33 725 | 32.47 715 |
|
| anonymity |  | 52.32 718 | 58.23 722 | 63.91 713 | 41.12 712 | 59.25 730 | 53.27 708 | 41.04 719 | 55.69 719 | 40.20 634 | 54.85 709 | 49.49 686 | 49.13 699 | 55.48 723 | 59.07 721 | 49.65 721 | 55.86 733 | 50.03 740 | 51.00 721 | 51.08 728 | 51.71 723 | 56.36 729 |
|
| MADNet+ |  | 53.31 719 | 68.61 730 | 98.75 761 | 67.03 725 | 37.58 716 | 79.83 744 | 81.74 746 | 60.38 723 | 61.61 721 | 51.43 706 | 54.92 703 | 61.11 716 | 59.29 728 | 69.66 730 | 76.71 751 | 23.88 710 | 24.03 722 | 17.08 701 | 12.35 707 | 32.47 714 | 27.69 713 |
|
| JetBlue |  | 54.08 720 | 45.10 714 | 74.15 729 | 51.17 717 | 47.68 720 | 75.66 737 | 60.97 731 | 63.63 724 | 62.09 722 | 63.32 727 | 64.88 720 | 78.86 738 | 68.17 731 | 68.15 728 | 75.09 750 | 36.86 716 | 24.88 723 | 29.01 713 | 29.12 717 | 28.71 712 | 34.13 717 |
|
| SGM+DAISY |  | 54.67 721 | 56.61 719 | 62.73 711 | 40.21 711 | 53.22 724 | 61.95 723 | 48.59 724 | 55.05 717 | 44.62 659 | 61.03 722 | 63.68 714 | 60.46 715 | 55.62 725 | 60.68 723 | 55.34 725 | 56.34 736 | 48.56 737 | 50.16 720 | 49.63 727 | 52.25 724 | 56.76 731 |
|
| SPS-STEREO |   | 55.62 722 | 59.14 723 | 64.16 714 | 45.05 716 | 53.84 727 | 59.88 721 | 44.00 722 | 59.53 722 | 49.94 683 | 62.33 725 | 61.09 711 | 59.80 713 | 56.82 727 | 60.06 722 | 57.85 726 | 58.41 737 | 48.34 736 | 51.07 722 | 49.21 726 | 55.41 727 | 56.48 730 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| Selective-IGEV-i16pa |  | 56.08 723 | 59.75 724 | 69.90 724 | 21.43 691 | 14.80 690 | 97.01 757 | 29.83 708 | 86.97 755 | 94.48 759 | 85.76 752 | 93.21 755 | 81.88 743 | 74.46 741 | 96.71 762 | 79.25 754 | 30.92 714 | 13.32 710 | 16.91 700 | 7.73 694 | 15.59 696 | 51.73 727 |
|
| Selective-IGEV-i1pa |  | 56.65 724 | 73.08 735 | 56.50 706 | 29.63 703 | 14.87 691 | 94.58 754 | 46.49 723 | 80.65 752 | 87.08 751 | 88.18 755 | 87.03 752 | 74.01 734 | 68.51 732 | 94.68 760 | 74.38 747 | 45.10 723 | 26.62 725 | 26.16 709 | 13.27 708 | 19.40 704 | 32.71 716 |
|
| ACVNet_2 |  | 57.39 725 | 61.72 726 | 72.56 728 | 66.35 724 | 38.29 717 | 61.93 722 | 48.64 725 | 71.64 741 | 81.91 746 | 79.28 745 | 88.72 754 | 76.25 735 | 72.87 737 | 54.33 720 | 46.74 716 | 37.13 717 | 23.36 720 | 54.52 724 | 37.80 722 | 46.22 719 | 27.59 712 |
|
| IMH-64-1 |  | 59.25 726 | 58.09 720 | 67.69 721 | 66.06 722 | 50.51 722 | 56.45 712 | 49.45 726 | 68.83 732 | 67.75 732 | 67.58 730 | 80.37 742 | 70.15 731 | 74.28 739 | 72.16 735 | 48.94 719 | 42.00 720 | 42.87 731 | 65.57 727 | 47.02 723 | 51.52 721 | 37.76 719 |
|
| IMH-64 |  | 59.25 726 | 58.09 720 | 67.69 721 | 66.06 722 | 50.51 722 | 56.45 712 | 49.45 726 | 68.83 732 | 67.75 732 | 67.58 730 | 80.37 742 | 70.15 731 | 74.28 739 | 72.16 735 | 48.94 719 | 42.00 720 | 42.87 731 | 65.57 727 | 47.02 723 | 51.52 721 | 37.76 719 |
|
| IMH |  | 62.95 728 | 60.33 725 | 67.78 723 | 69.51 726 | 53.65 725 | 65.09 727 | 54.21 728 | 72.00 742 | 73.28 737 | 72.49 735 | 81.93 744 | 72.96 733 | 79.81 744 | 76.65 741 | 51.41 722 | 43.57 722 | 49.82 739 | 67.81 729 | 51.14 729 | 54.83 726 | 40.67 722 |
|
| TorneroNet-64 |  | 65.66 729 | 70.70 732 | 71.20 727 | 76.52 730 | 59.70 732 | 66.78 728 | 58.05 729 | 67.53 730 | 80.00 744 | 62.67 726 | 67.40 728 | 83.09 744 | 69.42 734 | 67.34 725 | 62.05 732 | 48.31 727 | 44.07 733 | 72.93 731 | 63.88 732 | 68.05 731 | 53.58 728 |
|
| PWCK |  | 65.90 730 | 88.63 749 | 79.40 736 | 80.32 738 | 29.96 711 | 63.85 726 | 39.45 718 | 72.07 743 | 71.26 735 | 78.74 744 | 68.99 731 | 77.82 737 | 61.77 729 | 82.81 750 | 62.64 733 | 80.17 748 | 39.88 730 | 81.90 741 | 47.37 725 | 73.54 741 | 37.51 718 |
|
| WAO-6 |  | 70.64 731 | 73.02 734 | 66.25 718 | 79.92 737 | 61.74 734 | 68.74 729 | 59.08 730 | 75.27 746 | 87.02 750 | 74.72 738 | 79.40 741 | 79.19 739 | 84.60 752 | 67.70 727 | 60.53 728 | 67.85 740 | 48.88 738 | 81.48 739 | 73.29 737 | 65.57 729 | 58.60 732 |
|
| TorneroNet |  | 71.21 732 | 73.44 736 | 75.82 732 | 80.82 739 | 65.65 736 | 70.53 731 | 64.39 734 | 71.42 740 | 75.97 739 | 71.47 734 | 73.68 736 | 84.17 747 | 74.00 738 | 69.85 731 | 69.09 736 | 59.37 738 | 48.19 735 | 79.67 735 | 73.51 738 | 74.93 742 | 68.26 741 |
|
| LVE |  | 71.50 733 | 72.46 733 | 83.91 740 | 75.21 729 | 55.29 729 | 74.81 732 | 62.76 733 | 77.22 747 | 83.77 748 | 82.09 747 | 87.11 753 | 83.38 745 | 82.41 749 | 75.93 739 | 64.49 734 | 48.28 726 | 57.24 746 | 74.61 733 | 62.53 731 | 65.49 728 | 61.01 733 |
|
| MFMNet_re |  | 72.05 734 | 79.64 742 | 64.23 715 | 52.73 718 | 84.71 745 | 77.93 740 | 68.35 735 | 63.96 725 | 66.93 730 | 61.00 721 | 71.29 734 | 63.84 720 | 68.91 733 | 72.42 737 | 61.11 730 | 82.03 752 | 74.22 753 | 80.34 738 | 74.44 739 | 83.62 748 | 89.34 754 |
|
| notaker |  | 72.18 735 | 79.78 743 | 78.84 735 | 78.75 734 | 68.52 738 | 63.26 725 | 61.68 732 | 69.22 735 | 75.95 738 | 77.58 742 | 78.85 740 | 79.69 741 | 84.79 753 | 77.39 742 | 58.43 727 | 69.68 743 | 60.79 747 | 77.46 734 | 68.48 734 | 69.62 733 | 64.92 738 |
|
| WAO-7 |  | 72.21 736 | 78.21 738 | 54.04 697 | 79.33 736 | 69.31 740 | 70.20 730 | 72.09 741 | 77.85 750 | 84.90 749 | 77.35 741 | 86.03 748 | 79.37 740 | 79.88 745 | 65.32 724 | 65.33 735 | 62.33 739 | 69.70 751 | 70.51 730 | 73.21 736 | 67.23 730 | 62.02 734 |
|
| ktn |  | 72.58 737 | 80.06 745 | 69.96 725 | 79.14 735 | 69.86 741 | 75.40 736 | 70.43 740 | 69.01 734 | 76.90 740 | 72.88 736 | 77.46 739 | 77.43 736 | 77.41 743 | 72.78 738 | 55.00 724 | 79.09 746 | 65.99 748 | 80.09 737 | 68.29 733 | 71.46 738 | 62.98 735 |
|
| UNDER WATER-64 |  | 73.11 738 | 74.48 737 | 87.70 746 | 74.03 728 | 55.20 728 | 78.24 741 | 75.71 743 | 65.33 726 | 67.91 734 | 75.60 740 | 69.32 732 | 84.41 748 | 76.93 742 | 68.43 729 | 72.45 743 | 81.18 750 | 56.77 745 | 82.46 742 | 80.34 743 | 68.22 732 | 67.48 740 |
|
| LRCNet_RVC |  | 73.59 739 | 69.80 731 | 74.41 730 | 77.63 732 | 60.56 733 | 40.33 694 | 15.08 644 | 71.04 739 | 48.36 673 | 88.07 754 | 94.62 757 | 90.11 755 | 81.83 747 | 80.58 746 | 61.26 731 | 97.12 763 | 72.30 752 | 96.65 762 | 97.58 763 | 77.13 743 | 77.30 745 |
|
| DPSimNet_ROB |  | 74.29 740 | 83.27 747 | 59.30 710 | 77.19 731 | 65.13 735 | 75.14 734 | 74.95 742 | 73.99 745 | 76.94 741 | 81.99 746 | 75.48 737 | 80.18 742 | 71.76 735 | 67.39 726 | 84.00 756 | 81.87 751 | 51.14 741 | 79.99 736 | 76.70 742 | 70.17 734 | 79.21 746 |
|
| noway4 |  | 74.62 741 | 91.86 757 | 85.77 741 | 97.70 754 | 97.19 754 | 94.22 750 | 92.58 753 | 68.60 731 | 46.92 668 | 58.36 711 | 65.60 724 | 66.12 724 | 45.85 708 | 82.06 749 | 72.24 742 | 55.66 732 | 22.34 718 | 83.90 749 | 82.70 747 | 94.62 759 | 88.03 751 |
|
| noway2 |  | 74.71 742 | 90.43 750 | 85.90 743 | 97.74 757 | 97.22 758 | 94.18 748 | 92.52 752 | 66.52 727 | 48.92 677 | 58.77 713 | 65.91 725 | 67.36 727 | 45.41 706 | 83.64 752 | 72.50 744 | 55.41 729 | 22.41 719 | 84.02 750 | 82.92 749 | 94.52 755 | 87.99 748 |
|
| zzzz4 |  | 74.77 743 | 91.56 755 | 86.05 745 | 97.71 755 | 97.21 756 | 94.17 747 | 92.72 755 | 69.35 737 | 46.54 666 | 59.08 715 | 66.81 726 | 67.12 725 | 46.23 710 | 82.00 748 | 72.06 740 | 55.59 730 | 22.27 716 | 83.79 747 | 82.64 746 | 94.55 756 | 88.00 750 |
|
| noway1 |  | 74.77 743 | 91.57 756 | 86.02 744 | 97.71 755 | 97.21 756 | 94.20 749 | 92.74 756 | 69.33 736 | 46.43 665 | 59.06 714 | 67.16 727 | 67.16 726 | 46.18 709 | 81.93 747 | 71.95 739 | 55.60 731 | 22.27 716 | 83.80 748 | 82.63 745 | 94.55 756 | 87.99 748 |
|
| noway3 |  | 74.99 745 | 90.45 751 | 85.80 742 | 97.80 758 | 97.20 755 | 94.24 751 | 92.62 754 | 67.11 729 | 49.01 678 | 58.50 712 | 67.79 729 | 67.58 728 | 47.37 712 | 84.57 753 | 72.20 741 | 55.91 734 | 21.87 715 | 84.27 751 | 82.78 748 | 94.57 758 | 88.19 753 |
|
| UNDER WATER |  | 75.92 746 | 79.25 741 | 87.75 747 | 84.39 740 | 66.43 737 | 77.08 739 | 77.22 744 | 66.90 728 | 72.16 736 | 75.32 739 | 71.56 735 | 85.89 754 | 82.15 748 | 70.11 732 | 74.99 749 | 79.34 747 | 53.61 742 | 86.40 753 | 84.53 752 | 71.29 737 | 72.11 743 |
|
| TCMNet-wrong-test |  | 76.74 747 | 91.47 754 | 89.31 748 | 97.64 753 | 97.35 759 | 94.87 755 | 92.51 751 | 69.78 738 | 65.29 727 | 63.44 728 | 71.10 733 | 65.66 722 | 51.44 717 | 85.29 754 | 74.70 748 | 56.06 735 | 20.22 714 | 83.11 746 | 82.39 744 | 95.02 760 | 88.18 752 |
|
| WAO-8 |  | 76.87 748 | 78.41 739 | 66.45 719 | 86.81 744 | 72.47 742 | 79.27 742 | 68.59 737 | 77.75 748 | 89.01 753 | 83.09 749 | 86.98 749 | 85.87 752 | 84.97 754 | 72.12 733 | 69.11 737 | 74.93 744 | 55.23 743 | 87.79 756 | 83.50 750 | 70.47 735 | 64.56 736 |
|
| Venus |  | 76.87 748 | 78.41 739 | 66.45 719 | 86.81 744 | 72.47 742 | 79.27 742 | 68.59 737 | 77.75 748 | 89.01 753 | 83.09 749 | 86.98 749 | 85.87 752 | 84.97 754 | 72.12 733 | 69.11 737 | 74.93 744 | 55.23 743 | 87.79 756 | 83.50 750 | 70.48 736 | 64.56 736 |
|
| HanzoNet |  | 77.61 750 | 81.11 746 | 82.83 737 | 77.82 733 | 69.15 739 | 75.25 735 | 69.06 739 | 73.49 744 | 77.84 742 | 82.19 748 | 82.80 745 | 85.42 749 | 86.67 756 | 85.99 755 | 73.64 746 | 85.24 756 | 68.38 750 | 81.71 740 | 75.47 741 | 71.98 739 | 66.24 739 |
|
| JetRed |  | 79.55 751 | 79.88 744 | 91.52 751 | 71.05 727 | 75.80 744 | 91.66 746 | 80.11 745 | 79.14 751 | 80.44 745 | 84.35 751 | 84.23 747 | 83.38 745 | 72.48 736 | 79.43 743 | 85.44 757 | 69.33 742 | 81.58 754 | 73.66 732 | 72.56 735 | 82.35 746 | 72.60 744 |
|
| Dean |  | 80.72 752 | 85.82 748 | 83.27 738 | 84.91 743 | 59.53 731 | 75.11 733 | 68.39 736 | 81.59 753 | 88.05 752 | 92.41 756 | 86.98 749 | 92.41 757 | 93.02 758 | 83.11 751 | 73.31 745 | 68.01 741 | 66.13 749 | 94.82 761 | 84.66 753 | 83.28 747 | 69.50 742 |
|
| RSGM-EC |  | 88.03 753 | 67.44 728 | 53.54 693 | 84.82 741 | 87.13 746 | 94.34 752 | 92.20 749 | 94.86 760 | 98.29 760 | 95.56 760 | 98.06 761 | 85.65 750 | 83.07 750 | 79.52 744 | 79.00 752 | 95.80 759 | 97.66 760 | 91.52 758 | 95.19 760 | 95.05 761 | 91.80 759 |
|
| acva |  | 88.03 753 | 67.44 728 | 53.54 693 | 84.82 741 | 87.13 746 | 94.34 752 | 92.20 749 | 94.86 760 | 98.29 760 | 95.56 760 | 98.06 761 | 85.65 750 | 83.07 750 | 79.52 744 | 79.00 752 | 95.80 759 | 97.66 760 | 91.52 758 | 95.19 760 | 95.05 761 | 91.80 759 |
|
| KSHMR |  | 88.54 755 | 93.03 758 | 83.31 739 | 95.54 751 | 91.74 751 | 82.37 745 | 83.41 747 | 84.43 754 | 81.99 747 | 87.89 753 | 84.05 746 | 91.94 756 | 81.33 746 | 76.34 740 | 81.76 755 | 96.44 762 | 96.14 759 | 96.69 763 | 97.12 762 | 92.52 754 | 92.67 761 |
|
| tt |  | 89.96 756 | 1.02 139 | 100.00 769 | 99.40 765 | 100.00 770 | 100.00 766 | 100.00 767 | 100.00 769 | 100.00 767 | 78.36 743 | 67.94 730 | 99.99 772 | 100.00 767 | 100.00 770 | 100.00 770 | 95.81 761 | 99.93 766 | 87.43 754 | 86.39 754 | 95.11 763 | 87.89 747 |
|
| xxxxx1 |  | 91.92 757 | 95.33 760 | 98.45 758 | 87.29 746 | 89.24 748 | 98.50 759 | 98.17 762 | 92.95 756 | 93.21 756 | 93.55 757 | 95.36 758 | 96.99 759 | 96.28 759 | 94.65 757 | 94.94 758 | 83.26 753 | 84.17 755 | 82.90 743 | 88.32 756 | 85.49 750 | 89.37 755 |
|
| tt_ll |  | 91.92 757 | 95.33 760 | 98.45 758 | 87.29 746 | 89.24 748 | 98.50 759 | 98.17 762 | 92.95 756 | 93.21 756 | 93.55 757 | 95.36 758 | 96.99 759 | 96.28 759 | 94.65 757 | 94.94 758 | 83.26 753 | 84.17 755 | 82.90 743 | 88.32 756 | 85.49 750 | 89.37 755 |
|
| ff |  | 91.92 757 | 95.33 760 | 98.45 758 | 87.29 746 | 89.24 748 | 98.50 759 | 98.17 762 | 92.95 756 | 93.21 756 | 93.55 757 | 95.36 758 | 96.99 759 | 96.28 759 | 94.65 757 | 94.94 758 | 83.26 753 | 84.17 755 | 82.90 743 | 88.32 756 | 85.49 750 | 89.37 755 |
|
| USTest |  | 93.52 760 | 90.92 753 | 77.74 734 | 87.90 749 | 92.63 752 | 100.00 766 | 100.00 767 | 99.79 766 | 99.80 764 | 99.21 765 | 99.52 764 | 98.03 762 | 99.15 764 | 89.52 756 | 99.31 765 | 90.37 757 | 98.47 762 | 84.34 752 | 87.43 755 | 84.58 749 | 91.71 758 |
|
| MADNet++ |  | 94.16 761 | 94.02 759 | 90.25 749 | 96.28 752 | 96.84 753 | 97.17 758 | 90.16 748 | 94.71 759 | 91.69 755 | 97.07 762 | 93.71 756 | 94.62 758 | 92.63 757 | 96.15 761 | 95.18 761 | 95.42 758 | 95.89 758 | 92.80 760 | 92.23 759 | 92.10 753 | 94.30 763 |
|
| PML |  | 99.19 762 | 100.00 771 | 98.08 757 | 99.28 762 | 99.53 765 | 100.00 766 | 99.73 765 | 98.24 762 | 99.44 763 | 100.00 769 | 99.57 765 | 98.76 764 | 99.84 765 | 100.00 770 | 98.88 764 | 100.00 768 | 99.54 763 | 100.00 767 | 99.50 765 | 99.90 768 | 93.55 762 |
|
| MEDIAN_ROB |  | 99.19 762 | 99.84 766 | 99.62 763 | 98.49 759 | 98.51 764 | 98.58 762 | 97.81 761 | 98.80 764 | 98.56 762 | 99.36 766 | 99.49 763 | 99.56 767 | 99.06 763 | 98.35 763 | 98.31 763 | 99.99 767 | 99.63 764 | 100.00 767 | 100.00 768 | 99.81 767 | 99.95 769 |
|
| HaxPig |  | 99.40 764 | 99.99 768 | 97.38 756 | 100.00 769 | 100.00 770 | 96.91 756 | 97.35 759 | 99.59 765 | 99.99 766 | 100.00 769 | 100.00 767 | 99.99 772 | 99.99 766 | 99.04 764 | 97.77 762 | 100.00 768 | 100.00 768 | 100.00 767 | 100.00 768 | 100.00 771 | 99.99 770 |
|
| zzzzzz3 |  | 99.49 765 | 97.94 764 | 99.82 764 | 99.33 763 | 98.16 763 | 100.00 766 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 769 | 100.00 767 | 99.45 765 | 100.00 767 | 100.00 770 | 100.00 770 | 98.12 764 | 100.00 768 | 100.00 767 | 100.00 768 | 98.05 764 | 98.96 764 |
|
| zzz1 |  | 99.50 766 | 97.89 763 | 99.99 767 | 99.33 763 | 98.15 762 | 100.00 766 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 769 | 100.00 767 | 99.45 765 | 100.00 767 | 100.00 770 | 100.00 770 | 98.12 764 | 100.00 768 | 100.00 767 | 100.00 768 | 98.05 764 | 98.97 765 |
|
| Anonymous_1 |  | 99.65 767 | 99.95 767 | 99.93 766 | 99.80 766 | 99.60 766 | 100.00 766 | 100.00 767 | 99.82 768 | 99.98 765 | 99.62 767 | 99.94 766 | 99.75 769 | 100.00 767 | 99.66 765 | 99.88 766 | 98.45 766 | 99.84 765 | 98.73 764 | 99.26 764 | 99.41 766 | 99.36 766 |
|
| test_example2 |  | 99.68 768 | 99.99 768 | 99.99 767 | 100.00 769 | 99.99 769 | 99.86 765 | 99.99 766 | 98.29 763 | 100.00 767 | 100.00 769 | 100.00 767 | 98.15 763 | 98.39 762 | 99.98 767 | 99.98 767 | 100.00 768 | 99.99 767 | 99.40 765 | 99.53 766 | 100.00 771 | 100.00 771 |
|
| AVERAGE_ROB |  | 99.80 769 | 99.99 768 | 99.40 762 | 100.00 769 | 100.00 770 | 98.99 763 | 97.72 760 | 100.00 769 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 774 | 100.00 767 | 100.00 770 | 100.00 770 | 100.00 768 | 100.00 768 | 100.00 767 | 100.00 768 | 100.00 771 | 100.00 771 |
|
| DPSMNet_ROB |  | 99.95 770 | 100.00 771 | 100.00 769 | 100.00 769 | 100.00 770 | 100.00 766 | 100.00 767 | 100.00 769 | 100.00 767 | 99.15 764 | 100.00 767 | 99.96 770 | 100.00 767 | 99.99 768 | 99.99 768 | 100.00 768 | 100.00 768 | 100.00 767 | 100.00 768 | 100.00 771 | 100.00 771 |
|
| DGTPSM_ROB |  | 99.95 770 | 100.00 771 | 100.00 769 | 100.00 769 | 100.00 770 | 100.00 766 | 100.00 767 | 100.00 769 | 100.00 767 | 99.14 763 | 100.00 767 | 99.96 770 | 100.00 767 | 99.99 768 | 99.99 768 | 100.00 768 | 100.00 768 | 100.00 767 | 100.00 768 | 100.00 771 | 100.00 771 |
|
| iinet-test |  | 99.97 772 | 100.00 771 | 100.00 769 | 99.84 767 | 99.86 767 | 100.00 766 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 774 | 100.00 767 | 100.00 770 | 100.00 770 | 100.00 768 | 100.00 768 | 100.00 767 | 100.00 768 | 99.93 769 | 99.85 768 |
|
| IINet |  | 99.97 772 | 100.00 771 | 100.00 769 | 99.84 767 | 99.87 768 | 100.00 766 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 774 | 100.00 767 | 100.00 770 | 100.00 770 | 100.00 768 | 100.00 768 | 100.00 767 | 100.00 768 | 99.93 769 | 99.84 767 |
|
| zzzz2 |  | 100.00 774 | 100.00 771 | 100.00 769 | 100.00 769 | 100.00 770 | 100.00 766 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 774 | 100.00 767 | 100.00 770 | 100.00 770 | 100.00 768 | 100.00 768 | 100.00 767 | 100.00 768 | 100.00 771 | 100.00 771 |
|
| noway5 |  | 100.00 774 | 100.00 771 | 100.00 769 | 100.00 769 | 100.00 770 | 100.00 766 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 774 | 100.00 767 | 100.00 770 | 100.00 770 | 100.00 768 | 100.00 768 | 100.00 767 | 100.00 768 | 100.00 771 | 100.00 771 |
|
| fast-reg |  | 100.00 774 | 100.00 771 | 100.00 769 | 100.00 769 | 100.00 770 | 100.00 766 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 774 | 100.00 767 | 100.00 770 | 100.00 770 | 100.00 768 | 100.00 768 | 100.00 767 | 100.00 768 | 100.00 771 | 100.00 771 |
|
| Hybrid-DGEV |  | 100.00 774 | 100.00 771 | 100.00 769 | 100.00 769 | 100.00 770 | 100.00 766 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 774 | 100.00 767 | 100.00 770 | 100.00 770 | 100.00 768 | 100.00 768 | 100.00 767 | 100.00 768 | 100.00 771 | 100.00 771 |
|
| RAFT-FEzeroshot |  | 100.00 774 | 100.00 771 | 100.00 769 | 100.00 769 | 100.00 770 | 100.00 766 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 774 | 100.00 767 | 100.00 770 | 100.00 770 | 100.00 768 | 100.00 768 | 100.00 767 | 100.00 768 | 100.00 771 | 100.00 771 |
|
| RAFT-FE |  | 100.00 774 | 100.00 771 | 100.00 769 | 100.00 769 | 100.00 770 | 100.00 766 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 774 | 100.00 767 | 100.00 770 | 100.00 770 | 100.00 768 | 100.00 768 | 100.00 767 | 100.00 768 | 100.00 771 | 100.00 771 |
|
| FlowAnything |  | 100.00 774 | 100.00 771 | 100.00 769 | 100.00 769 | 100.00 770 | 100.00 766 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 774 | 100.00 767 | 100.00 770 | 100.00 770 | 100.00 768 | 100.00 768 | 100.00 767 | 100.00 768 | 100.00 771 | 100.00 771 |
|
| Selective-RAFT-Error |  | 100.00 774 | 100.00 771 | 100.00 769 | 100.00 769 | 100.00 770 | 100.00 766 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 774 | 100.00 767 | 100.00 770 | 100.00 770 | 100.00 768 | 100.00 768 | 100.00 767 | 100.00 768 | 100.00 771 | 100.00 771 |
|
| CasAABBNet |  | 100.00 774 | 100.00 771 | 100.00 769 | 100.00 769 | 100.00 770 | 100.00 766 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 774 | 100.00 767 | 100.00 770 | 100.00 770 | 100.00 768 | 100.00 768 | 100.00 767 | 100.00 768 | 100.00 771 | 100.00 771 |
|
| LSM0 |  | 100.00 774 | 100.00 771 | 100.00 769 | 100.00 769 | 100.00 770 | 100.00 766 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 774 | 100.00 767 | 100.00 770 | 100.00 770 | 100.00 768 | 100.00 768 | 100.00 767 | 100.00 768 | 100.00 771 | 100.00 771 |
|
| DPSM_ROB |  | 100.00 774 | 100.00 771 | 100.00 769 | 100.00 769 | 100.00 770 | 100.00 766 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 774 | 100.00 767 | 100.00 770 | 100.00 770 | 100.00 768 | 100.00 768 | 100.00 767 | 100.00 768 | 100.00 771 | 100.00 771 |
|
| DPSM |  | 100.00 774 | 100.00 771 | 100.00 769 | 100.00 769 | 100.00 770 | 100.00 766 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 769 | 100.00 767 | 100.00 774 | 100.00 767 | 100.00 770 | 100.00 770 | 100.00 768 | 100.00 768 | 100.00 767 | 100.00 768 | 100.00 771 | 100.00 771 |
|
| GS-Stereo |  | | | | | | | 1.50 181 | 8.60 170 | 4.56 152 | 2.71 138 | 2.61 77 | 1.86 106 | 2.25 126 | 3.50 43 | 1.15 122 | 0.00 1 | 0.07 285 | 0.00 1 | 0.39 562 | 0.22 265 | 0.15 267 |
|
| FSD |  | | | | | 5.31 554 | 8.20 371 | 12.18 615 | 12.39 255 | 7.98 254 | 7.94 270 | 7.35 217 | 9.35 320 | 7.17 365 | 10.94 313 | 8.86 489 | 5.58 673 | 2.77 675 | 5.46 667 | 4.09 672 | 5.17 648 | |
|
| ccccc |  | | 98.19 765 | | 100.00 769 | 100.00 770 | 99.32 764 | | 99.79 766 | | 99.63 768 | | 99.69 768 | | 99.95 766 | | 100.00 768 | 100.00 768 | 99.97 766 | 99.90 767 | 100.00 771 | |
|
| ASD4 |  | | 90.49 752 | | | | | | | | | | | | | | | | | | | |
|