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