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