| WAFT-Stereo (ZS) |  | 0.89 1 | 0.68 34 | 2.58 6 | 1.08 1 | 0.31 24 | 1.44 16 | 0.13 35 | 3.02 10 | 1.19 8 | 1.69 69 | 1.00 36 | 0.16 1 | 0.20 5 | 3.69 54 | 0.60 25 | 0.01 145 | 0.01 47 | 0.01 257 | 0.05 331 | 0.02 10 | 0.01 8 |
|
| S2M2_XL |  | 0.93 2 | 0.78 59 | 3.42 53 | 1.97 13 | 0.27 16 | 0.44 1 | 0.01 1 | 1.71 1 | 0.99 6 | 1.17 27 | 2.70 77 | 1.74 90 | 1.21 73 | 1.17 1 | 1.00 100 | 0.00 1 | 0.01 47 | 0.01 257 | 0.00 1 | 0.02 10 | 0.02 21 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| PSi22a |  | 0.94 3 | 0.55 5 | 2.07 1 | 2.13 27 | 0.25 8 | 1.14 6 | 0.09 23 | 4.93 32 | 0.89 1 | 0.74 5 | 0.08 2 | 2.33 130 | 1.03 66 | 1.87 3 | 0.49 11 | 0.01 145 | 0.05 212 | 0.00 1 | 0.00 1 | 0.03 49 | 0.03 55 |
|
| Foundation-i32 |  | 0.97 4 | 0.54 3 | 2.57 5 | 2.24 37 | 0.21 7 | 1.31 11 | 0.09 23 | 4.21 15 | 0.95 5 | 1.20 31 | 0.42 16 | 2.79 150 | 0.29 12 | 1.78 2 | 0.54 13 | 0.02 232 | 0.08 317 | 0.03 308 | 0.00 1 | 0.03 49 | 0.03 55 |
|
| VeloStereo |  | 0.98 5 | 0.69 37 | 3.01 25 | 2.02 19 | 0.36 48 | 1.52 19 | 0.04 15 | 2.25 5 | 1.26 13 | 0.80 6 | 0.46 19 | 2.04 115 | 0.99 63 | 3.52 46 | 0.57 18 | 0.00 1 | 0.03 149 | 0.00 1 | 0.01 207 | 0.03 49 | 0.04 86 |
|
| BLMT-Stereo |  | 0.99 6 | 0.51 2 | 3.10 34 | 2.65 88 | 0.36 48 | 0.56 2 | 0.27 58 | 1.94 2 | 1.86 44 | 1.00 16 | 2.57 71 | 1.18 59 | 0.15 1 | 1.90 4 | 1.49 145 | 0.14 388 | 0.01 47 | 0.00 1 | 0.02 251 | 0.03 49 | 0.03 55 |
|
| PSi22b |  | 1.02 7 | 0.57 7 | 2.28 2 | 2.14 28 | 0.25 8 | 1.23 8 | 0.13 35 | 5.00 33 | 0.90 2 | 0.64 2 | 0.09 4 | 3.29 159 | 0.60 35 | 2.65 21 | 0.46 7 | 0.03 272 | 0.11 379 | 0.00 1 | 0.00 1 | 0.03 49 | 0.03 55 |
|
| DepthFocus |  | 1.04 8 | 0.68 34 | 3.33 47 | 1.97 13 | 0.42 67 | 1.27 10 | 0.87 117 | 2.04 3 | 1.22 9 | 0.66 4 | 1.71 57 | 1.75 92 | 0.90 57 | 3.46 42 | 0.44 4 | 0.00 1 | 0.01 47 | 0.00 1 | 0.00 1 | 0.01 1 | 0.04 86 |
|
| PipStereo |  | 1.06 9 | 0.57 7 | 2.29 3 | 2.16 29 | 0.26 10 | 1.22 7 | 0.10 29 | 5.28 40 | 0.91 3 | 0.64 2 | 0.09 4 | 3.41 160 | 0.88 55 | 2.66 22 | 0.46 7 | 0.02 232 | 0.10 357 | 0.00 1 | 0.00 1 | 0.03 49 | 0.04 86 |
|
| flow |  | 1.07 10 | 0.69 37 | 3.01 25 | 2.02 19 | 0.36 48 | 1.52 19 | 0.04 15 | 2.25 5 | 1.26 13 | 0.80 6 | 0.46 19 | 2.04 115 | 0.99 63 | 5.35 99 | 0.57 18 | 0.00 1 | 0.03 149 | 0.00 1 | 0.01 207 | 0.03 49 | 0.04 86 |
|
| mm1 |  | 1.12 11 | 0.62 17 | 2.88 14 | 1.99 16 | 0.33 39 | 1.31 11 | 0.01 1 | 4.21 15 | 2.56 66 | 1.17 27 | 0.47 21 | 2.11 120 | 0.28 9 | 3.83 58 | 0.54 13 | 0.01 145 | 0.02 108 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 21 |
|
| LACA1 |  | 1.12 11 | 0.73 43 | 2.61 7 | 1.25 3 | 0.59 106 | 2.50 43 | 0.45 73 | 4.45 18 | 0.93 4 | 1.64 67 | 0.22 9 | 0.47 28 | 1.78 104 | 4.39 76 | 0.36 2 | 0.00 1 | 0.03 149 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 21 |
|
| mm2 |  | 1.15 13 | 0.62 17 | 2.88 14 | 1.99 16 | 0.33 39 | 1.31 11 | 0.01 1 | 4.81 25 | 2.56 66 | 1.17 27 | 0.47 21 | 2.11 120 | 0.28 9 | 3.83 58 | 0.54 13 | 0.01 145 | 0.02 108 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 21 |
|
| DF_test |  | 1.16 14 | 0.75 48 | 2.75 10 | 2.67 93 | 1.02 189 | 1.32 14 | 0.02 10 | 2.28 7 | 2.21 54 | 0.82 8 | 0.99 35 | 1.98 108 | 0.78 46 | 3.72 56 | 0.39 3 | 0.08 355 | 0.04 173 | 0.00 1 | 0.00 1 | 1.25 547 | 0.14 242 |
|
| LACA2 |  | 1.22 15 | 1.14 176 | 4.34 123 | 1.32 4 | 0.20 5 | 3.03 64 | 0.14 38 | 5.79 59 | 1.12 7 | 1.06 21 | 0.67 28 | 0.56 33 | 0.80 50 | 3.67 53 | 0.44 4 | 0.00 1 | 0.03 149 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 8 |
|
| derf |  | 1.23 16 | 0.58 10 | 3.00 23 | 2.94 122 | 0.35 43 | 1.60 21 | 0.09 23 | 4.56 20 | 3.52 124 | 1.15 26 | 0.33 11 | 1.14 58 | 0.25 6 | 4.24 71 | 0.48 9 | 0.01 145 | 0.07 280 | 0.00 1 | 0.25 492 | 0.02 10 | 0.02 21 |
|
| LGCAT |  | 1.26 17 | 0.62 17 | 2.91 19 | 2.64 87 | 0.31 24 | 1.47 17 | 0.01 1 | 2.88 9 | 1.65 32 | 1.31 40 | 0.45 17 | 1.79 98 | 1.38 83 | 5.91 112 | 0.85 67 | 0.10 367 | 0.42 558 | 0.00 1 | 0.00 1 | 0.01 1 | 0.44 431 |
|
| FoundationStereo |  | 1.26 17 | 0.73 43 | 2.84 13 | 2.65 88 | 0.58 103 | 2.31 36 | 0.61 89 | 3.40 13 | 1.57 25 | 1.89 86 | 0.09 4 | 2.61 140 | 2.90 153 | 2.37 17 | 0.60 25 | 0.04 293 | 0.04 173 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 55 |
|
| MonSter++ |  | 1.28 19 | 0.63 22 | 2.88 14 | 2.00 18 | 0.32 28 | 2.14 32 | 0.01 1 | 4.86 30 | 2.56 66 | 1.63 65 | 0.45 17 | 2.17 124 | 1.25 75 | 3.81 57 | 0.84 65 | 0.01 145 | 0.02 108 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 21 |
|
| GeoVLM |  | 1.29 20 | 0.62 17 | 2.88 14 | 2.04 21 | 0.32 28 | 2.13 30 | 0.01 1 | 4.81 25 | 2.57 71 | 1.67 68 | 0.50 24 | 2.09 119 | 1.29 77 | 3.91 61 | 0.85 67 | 0.01 145 | 0.02 108 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 21 |
|
| small-0shot |  | 1.30 21 | 0.80 68 | 3.44 56 | 1.62 7 | 0.88 172 | 1.41 15 | 1.95 281 | 3.34 12 | 1.24 11 | 1.25 35 | 4.13 115 | 1.63 83 | 0.34 13 | 3.17 39 | 0.76 51 | 0.02 232 | 0.01 47 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 21 |
|
| LiteMatch* |   | 1.32 22 | 0.85 90 | 4.93 154 | 2.28 45 | 0.28 18 | 2.07 29 | 0.03 13 | 4.90 31 | 2.57 71 | 1.39 51 | 0.67 28 | 1.58 81 | 0.52 29 | 3.52 46 | 0.69 41 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.04 78 | 0.06 133 |
|
| HiDET |  | 1.32 22 | 0.56 6 | 3.12 37 | 2.54 75 | 0.43 74 | 1.92 26 | 0.02 10 | 5.70 51 | 2.72 81 | 1.35 42 | 0.52 25 | 1.27 64 | 0.97 60 | 4.05 64 | 1.19 124 | 0.00 1 | 0.01 47 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 21 |
|
| testmc14 |  | 1.36 24 | 0.57 7 | 3.06 30 | 2.59 83 | 0.35 43 | 3.43 88 | 0.73 101 | 3.49 14 | 1.80 41 | 1.39 51 | 2.52 68 | 2.65 144 | 1.41 85 | 2.18 10 | 0.93 82 | 0.00 1 | 0.02 108 | 0.00 1 | 0.02 251 | 0.03 49 | 0.10 185 |
|
| qqai |  | 1.38 25 | 0.60 15 | 3.39 52 | 2.92 119 | 0.35 43 | 1.60 21 | 0.11 32 | 5.17 34 | 3.33 118 | 1.10 22 | 0.34 12 | 3.06 155 | 0.27 7 | 4.38 75 | 0.57 18 | 0.02 232 | 0.06 251 | 0.00 1 | 0.28 508 | 0.02 10 | 0.03 55 |
|
| LACA3 |  | 1.38 25 | 0.90 112 | 2.71 9 | 1.21 2 | 0.85 167 | 2.34 38 | 1.64 207 | 4.58 21 | 1.22 9 | 1.13 24 | 0.63 27 | 0.64 40 | 0.61 37 | 8.78 214 | 0.31 1 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.03 49 | 0.00 1 |
|
| PointNet |  | 1.43 27 | 0.63 22 | 3.11 35 | 2.08 24 | 0.29 22 | 2.64 47 | 0.19 50 | 5.26 36 | 3.30 117 | 1.94 87 | 0.68 30 | 2.46 134 | 0.28 9 | 4.68 87 | 0.83 59 | 0.01 145 | 0.09 336 | 0.00 1 | 0.02 251 | 0.02 10 | 0.03 55 |
|
| BridgeDepth_RVC |   | 1.46 28 | 0.72 41 | 2.76 11 | 1.47 6 | 0.75 152 | 4.05 117 | 0.01 1 | 5.97 65 | 1.58 29 | 1.29 38 | 1.19 44 | 1.02 52 | 2.98 156 | 3.52 46 | 0.87 73 | 0.79 567 | 0.08 317 | 0.12 436 | 0.05 331 | 0.01 1 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| MLG-Stereo |  | 1.48 29 | 0.65 31 | 3.04 29 | 2.52 71 | 0.79 157 | 3.11 70 | 0.16 44 | 6.26 80 | 1.80 41 | 0.84 9 | 0.10 8 | 1.51 76 | 0.65 42 | 7.44 158 | 0.53 12 | 0.02 232 | 0.09 336 | 0.00 1 | 0.03 278 | 0.03 49 | 0.02 21 |
|
| LGtest1 |  | 1.48 29 | 0.75 48 | 4.03 101 | 2.33 54 | 0.65 122 | 3.02 63 | 0.11 32 | 6.12 75 | 1.51 21 | 1.41 53 | 1.48 50 | 0.65 41 | 0.93 59 | 5.60 102 | 0.81 55 | 0.03 272 | 0.12 392 | 0.00 1 | 0.00 1 | 0.10 178 | 0.04 86 |
|
| depth_test_26 |  | 1.49 31 | 0.71 40 | 3.27 42 | 2.28 45 | 0.49 84 | 1.24 9 | 0.09 23 | 3.12 11 | 2.29 56 | 0.41 1 | 7.44 216 | 2.01 112 | 1.14 70 | 4.48 83 | 0.61 29 | 0.01 145 | 0.05 212 | 0.00 1 | 0.03 278 | 0.03 49 | 0.12 214 |
|
| MSE-Stereo |  | 1.49 31 | 0.75 48 | 3.35 48 | 2.32 51 | 1.32 238 | 3.23 77 | 0.68 93 | 5.27 37 | 2.97 98 | 1.47 56 | 0.87 32 | 1.67 85 | 0.35 14 | 4.46 80 | 0.75 48 | 0.03 272 | 0.15 432 | 0.00 1 | 0.00 1 | 0.06 101 | 0.04 86 |
|
| CSFM-Stereo |  | 1.49 31 | 0.59 12 | 3.11 35 | 2.47 66 | 0.31 24 | 3.07 66 | 0.15 42 | 6.28 86 | 2.36 62 | 2.48 121 | 1.08 40 | 1.50 75 | 1.10 68 | 4.29 74 | 0.89 75 | 0.02 232 | 0.02 108 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 55 |
|
| MLG-Stereo_test1 |  | 1.51 34 | 0.65 31 | 3.00 23 | 2.47 66 | 2.46 359 | 2.84 57 | 0.16 44 | 5.64 49 | 1.77 38 | 0.98 15 | 0.09 4 | 1.53 77 | 0.52 29 | 7.44 158 | 0.56 16 | 0.02 232 | 0.09 336 | 0.00 1 | 0.03 278 | 0.03 49 | 0.02 21 |
|
| MGA |  | 1.52 35 | 0.75 48 | 3.13 38 | 2.32 51 | 1.59 272 | 3.94 109 | 0.86 115 | 4.84 27 | 2.96 97 | 1.47 56 | 1.42 49 | 1.41 71 | 0.19 4 | 4.46 80 | 0.75 48 | 0.03 272 | 0.15 432 | 0.00 1 | 0.00 1 | 0.06 101 | 0.04 86 |
|
| 252Zero-FE |  | 1.52 35 | 0.84 83 | 3.49 62 | 2.85 110 | 0.54 96 | 1.97 28 | 0.08 20 | 6.14 76 | 4.11 137 | 1.76 78 | 3.45 95 | 0.16 1 | 0.27 7 | 3.61 51 | 0.82 57 | 0.01 145 | 0.10 357 | 0.08 388 | 0.04 302 | 0.04 78 | 0.03 55 |
|
| MLG-Stereo_test2 |  | 1.52 35 | 0.64 25 | 2.81 12 | 2.52 71 | 1.79 299 | 2.76 54 | 0.16 44 | 4.70 23 | 1.80 41 | 1.75 76 | 0.08 2 | 3.21 158 | 0.17 3 | 7.28 150 | 0.64 30 | 0.02 232 | 0.11 379 | 0.00 1 | 0.00 1 | 0.04 78 | 0.03 55 |
|
| CAR |  | 1.55 38 | 0.76 54 | 3.35 48 | 2.32 51 | 1.32 238 | 3.23 77 | 0.68 93 | 5.27 37 | 2.97 98 | 2.35 114 | 0.87 32 | 1.67 85 | 0.35 14 | 4.80 89 | 0.84 65 | 0.03 272 | 0.16 443 | 0.00 1 | 0.00 1 | 0.06 101 | 0.04 86 |
|
| MLG-Stereo_test3 |  | 1.57 39 | 0.69 37 | 3.82 86 | 2.19 33 | 1.34 247 | 3.92 108 | 0.25 55 | 5.89 63 | 1.27 15 | 0.91 13 | 1.07 39 | 1.99 111 | 0.64 41 | 6.09 116 | 1.10 110 | 0.03 272 | 0.09 336 | 0.00 1 | 0.00 1 | 0.05 94 | 0.04 86 |
|
| dual_stereo |  | 1.57 39 | 0.64 25 | 2.56 4 | 2.33 54 | 0.47 78 | 2.62 45 | 0.08 20 | 4.85 28 | 1.95 47 | 1.01 18 | 0.69 31 | 1.90 106 | 0.61 37 | 10.34 275 | 0.96 88 | 0.01 145 | 0.20 469 | 0.00 1 | 0.18 441 | 0.01 1 | 0.03 55 |
|
| Pro-Stereo |  | 1.58 41 | 0.49 1 | 3.02 28 | 2.86 111 | 0.49 84 | 5.49 235 | 0.77 107 | 2.05 4 | 1.90 46 | 1.48 58 | 1.19 44 | 1.46 72 | 0.15 1 | 8.09 185 | 1.54 150 | 0.16 400 | 0.03 149 | 0.00 1 | 0.30 520 | 0.04 78 | 0.02 21 |
|
| BridgeDepth |   | 1.59 42 | 0.74 45 | 2.65 8 | 1.86 9 | 0.15 3 | 6.66 323 | 0.05 17 | 5.75 53 | 2.52 64 | 1.38 50 | 0.38 13 | 1.98 108 | 2.79 151 | 4.44 79 | 0.44 4 | 0.00 1 | 0.02 108 | 0.00 1 | 0.00 1 | 0.02 10 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| LG-Stereo_L2 |  | 1.59 42 | 0.87 96 | 4.31 120 | 2.54 75 | 0.69 130 | 2.76 54 | 0.44 71 | 6.85 105 | 1.57 25 | 1.59 62 | 0.39 15 | 0.39 25 | 0.52 29 | 7.85 175 | 0.82 57 | 0.04 293 | 0.12 392 | 0.00 1 | 0.00 1 | 0.03 49 | 0.02 21 |
|
| LG-Stereo_L1 |  | 1.59 42 | 0.89 103 | 4.07 107 | 2.55 77 | 0.95 186 | 2.93 59 | 0.50 77 | 6.75 100 | 1.54 22 | 1.32 41 | 0.24 10 | 0.50 30 | 0.59 34 | 7.91 176 | 0.85 67 | 0.04 293 | 0.12 392 | 0.01 257 | 0.00 1 | 0.03 49 | 0.02 21 |
|
| Test_v1 |  | 1.60 45 | 0.76 54 | 3.26 41 | 2.18 31 | 1.25 226 | 2.17 33 | 0.16 44 | 7.01 108 | 3.12 105 | 1.44 54 | 2.91 80 | 1.49 74 | 1.02 65 | 4.48 83 | 0.68 37 | 0.01 145 | 0.04 173 | 0.00 1 | 0.00 1 | 0.03 49 | 0.04 86 |
|
| Wavelet-MonSter |  | 1.61 46 | 0.84 83 | 4.03 101 | 2.47 66 | 2.55 365 | 2.93 59 | 0.03 13 | 4.71 24 | 1.40 18 | 1.96 88 | 4.34 123 | 0.34 22 | 0.83 54 | 4.87 92 | 0.90 76 | 0.00 1 | 0.03 149 | 0.02 288 | 0.00 1 | 0.02 10 | 0.03 55 |
|
| over-8 |  | 1.69 47 | 1.25 215 | 3.48 61 | 3.07 137 | 0.32 28 | 4.01 113 | 0.01 1 | 5.22 35 | 1.74 36 | 1.21 32 | 1.34 47 | 1.34 68 | 2.51 141 | 7.71 167 | 0.57 18 | 0.01 145 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 49 | 0.00 1 |
|
| over-9 |  | 1.69 47 | 1.39 265 | 3.63 68 | 2.94 122 | 0.33 39 | 3.77 103 | 0.02 10 | 5.32 42 | 1.78 39 | 1.29 38 | 0.98 34 | 1.27 64 | 2.62 143 | 7.78 172 | 0.66 34 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.04 78 | 0.00 1 |
|
| anonymous |  | 1.69 47 | 1.18 190 | 3.53 63 | 2.59 83 | 0.64 117 | 0.79 3 | 1.14 138 | 2.34 8 | 2.34 61 | 3.20 154 | 6.92 206 | 2.58 139 | 0.61 37 | 4.97 94 | 0.88 74 | 0.02 232 | 0.01 47 | 0.00 1 | 0.00 1 | 0.03 49 | 0.06 133 |
|
| MatchStereo |   | 1.70 50 | 0.88 98 | 3.85 87 | 2.11 26 | 0.14 1 | 2.35 39 | 0.33 63 | 5.87 61 | 4.80 156 | 0.90 12 | 4.35 125 | 0.81 48 | 1.32 78 | 4.93 93 | 1.30 130 | 0.01 145 | 0.05 212 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 8 |
| Tingman Yan, Tao Liu, Xilian Yang, Qunfei Zhao, Zeyang Xia: MatchAttention: Matching the Relative Positions for High-Resolution Cross-View Matching. Arxiv, 2025 |
| LCMNet |  | 1.70 50 | 0.59 12 | 2.97 22 | 1.86 9 | 0.58 103 | 1.95 27 | 0.09 23 | 6.27 82 | 7.21 232 | 1.23 34 | 1.48 50 | 1.25 63 | 1.34 79 | 6.03 114 | 1.05 108 | 0.00 1 | 0.01 47 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 21 |
|
| MonSter |  | 1.74 52 | 0.74 45 | 3.64 70 | 2.27 40 | 1.62 276 | 6.01 292 | 0.13 35 | 6.02 68 | 2.88 93 | 1.35 42 | 2.11 60 | 0.30 15 | 0.36 16 | 6.50 125 | 0.83 59 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 251 | 0.02 10 | 0.02 21 |
|
| monster-pro |  | 1.75 53 | 0.74 45 | 3.64 70 | 2.27 40 | 1.62 276 | 5.99 287 | 0.14 38 | 6.02 68 | 2.87 91 | 1.35 42 | 2.11 60 | 0.30 15 | 0.36 16 | 6.78 138 | 0.83 59 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 251 | 0.02 10 | 0.02 21 |
|
| Monster-pub-eth3d |  | 1.75 53 | 0.75 48 | 3.64 70 | 2.27 40 | 1.62 276 | 6.02 295 | 0.14 38 | 6.02 68 | 2.87 91 | 1.35 42 | 2.11 60 | 0.30 15 | 0.36 16 | 6.59 128 | 0.83 59 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 251 | 0.02 10 | 0.02 21 |
|
| MCSU-Stereo |  | 1.76 55 | 0.54 3 | 3.43 55 | 2.57 81 | 0.32 28 | 3.22 75 | 0.57 84 | 5.56 45 | 3.23 109 | 2.38 116 | 3.86 109 | 3.78 175 | 0.40 22 | 3.99 63 | 1.20 126 | 0.00 1 | 0.02 108 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 55 |
|
| MonStereo |  | 1.76 55 | 0.75 48 | 3.64 70 | 2.27 40 | 1.61 275 | 6.04 296 | 0.14 38 | 6.02 68 | 2.88 93 | 1.35 42 | 2.11 60 | 0.30 15 | 0.36 16 | 6.84 140 | 0.83 59 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 207 | 0.02 10 | 0.02 21 |
|
| GREATEN-IGEV_RVC |   | 1.78 57 | 1.12 170 | 4.60 134 | 2.29 49 | 0.65 122 | 3.08 67 | 0.74 103 | 6.01 67 | 3.02 101 | 2.15 102 | 1.00 36 | 2.13 122 | 0.37 20 | 6.80 139 | 1.47 142 | 0.00 1 | 0.00 1 | 0.03 308 | 0.00 1 | 0.03 49 | 0.08 166 |
|
| over v1 |  | 1.81 58 | 1.37 256 | 3.35 48 | 2.87 112 | 0.31 24 | 4.66 161 | 0.01 1 | 5.35 43 | 2.07 49 | 1.17 27 | 1.50 52 | 1.32 67 | 3.47 176 | 7.94 177 | 0.74 45 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.03 49 | 0.00 1 |
|
| 4.5_new |  | 1.82 59 | 0.79 64 | 3.44 56 | 2.35 56 | 1.84 302 | 5.69 264 | 1.28 149 | 5.59 47 | 2.60 73 | 3.74 171 | 3.37 90 | 0.43 26 | 0.97 60 | 3.16 37 | 0.98 90 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.07 126 | 0.16 272 |
|
| 4.5w-stereo |  | 1.83 60 | 0.79 64 | 3.45 59 | 2.35 56 | 1.84 302 | 5.69 264 | 1.29 152 | 5.59 47 | 2.60 73 | 3.75 172 | 3.37 90 | 0.43 26 | 0.97 60 | 3.16 37 | 0.98 90 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.07 126 | 0.16 272 |
|
| Monster-pub-mixall |  | 1.84 61 | 0.85 90 | 3.45 59 | 2.27 40 | 0.94 185 | 2.43 41 | 0.54 82 | 6.32 87 | 2.65 78 | 3.04 149 | 3.56 96 | 0.38 24 | 0.49 26 | 8.93 224 | 0.74 45 | 0.01 145 | 0.06 251 | 0.00 1 | 0.00 1 | 0.04 78 | 0.04 86 |
|
| over-6 |  | 1.85 62 | 1.26 219 | 3.73 77 | 2.47 66 | 0.35 43 | 2.67 48 | 0.25 55 | 9.42 185 | 2.07 49 | 1.03 19 | 1.50 52 | 1.02 52 | 2.97 154 | 7.54 162 | 0.56 16 | 0.09 359 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.00 1 |
|
| IGEV |   | 1.86 63 | 0.58 10 | 3.90 92 | 2.40 60 | 3.49 425 | 4.20 124 | 0.97 125 | 7.16 113 | 3.22 107 | 2.00 95 | 4.16 117 | 0.26 12 | 0.62 40 | 3.40 41 | 0.65 33 | 0.03 272 | 0.09 336 | 0.00 1 | 0.00 1 | 0.03 49 | 0.02 21 |
|
| SGD-Stereo |  | 1.88 64 | 0.76 54 | 3.80 84 | 2.37 58 | 0.33 39 | 3.48 90 | 0.93 122 | 6.52 92 | 2.22 55 | 3.84 176 | 1.08 40 | 1.78 94 | 1.34 79 | 8.32 190 | 0.70 42 | 0.09 359 | 0.01 47 | 0.00 1 | 0.00 1 | 0.06 101 | 0.03 55 |
|
| GREATEN-IGEV-FM_RVC |   | 1.90 65 | 1.45 285 | 5.03 163 | 2.56 79 | 0.79 157 | 4.83 185 | 0.59 86 | 5.97 65 | 4.88 160 | 2.41 117 | 0.38 13 | 1.65 84 | 0.82 53 | 4.47 82 | 1.84 180 | 0.00 1 | 0.00 1 | 0.00 1 | 0.07 363 | 0.12 195 | 0.11 203 |
|
| GEAStereo |  | 1.94 66 | 0.95 119 | 3.61 66 | 3.84 223 | 0.64 117 | 4.39 136 | 1.50 176 | 8.01 142 | 2.33 59 | 2.24 106 | 2.61 73 | 1.19 60 | 2.25 123 | 3.50 43 | 1.15 119 | 0.01 145 | 0.06 251 | 0.05 342 | 0.00 1 | 0.22 260 | 0.14 242 |
|
| 4.25_new |  | 1.94 66 | 0.81 69 | 3.74 78 | 2.82 103 | 2.69 375 | 4.37 132 | 2.37 314 | 5.76 54 | 2.78 85 | 1.99 92 | 3.60 97 | 0.23 5 | 2.40 134 | 4.13 65 | 0.99 92 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 151 |
|
| 4.5w_new |  | 1.94 66 | 0.81 69 | 3.74 78 | 2.82 103 | 2.69 375 | 4.37 132 | 2.37 314 | 5.76 54 | 2.78 85 | 1.99 92 | 3.60 97 | 0.23 5 | 2.40 134 | 4.13 65 | 0.99 92 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 151 |
|
| 4.25w-stereo |  | 1.94 66 | 0.81 69 | 3.74 78 | 2.82 103 | 2.69 375 | 4.37 132 | 2.37 314 | 5.76 54 | 2.78 85 | 1.99 92 | 3.60 97 | 0.23 5 | 2.40 134 | 4.13 65 | 0.99 92 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 151 |
|
| asda |  | 1.95 70 | 0.81 69 | 4.14 115 | 2.66 91 | 1.93 319 | 3.30 83 | 0.86 115 | 5.92 64 | 3.10 104 | 2.41 117 | 3.10 82 | 0.63 38 | 2.99 157 | 5.57 101 | 1.48 143 | 0.02 232 | 0.01 47 | 0.00 1 | 0.00 1 | 0.07 126 | 0.07 151 |
|
| 4w-stereo |  | 2.03 71 | 0.98 127 | 4.12 113 | 2.31 50 | 1.96 320 | 3.70 101 | 0.61 89 | 6.37 89 | 2.37 63 | 2.10 100 | 4.19 118 | 0.33 20 | 3.33 170 | 7.03 143 | 1.12 113 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 49 | 0.08 166 |
|
| LiteMatch |  | 2.05 72 | 1.75 401 | 2.89 18 | 3.57 197 | 0.63 115 | 2.13 30 | 1.54 188 | 4.85 28 | 2.56 66 | 1.63 65 | 0.47 21 | 2.13 122 | 4.42 216 | 3.83 58 | 7.98 456 | 0.00 1 | 0.04 173 | 0.00 1 | 0.00 1 | 0.29 320 | 0.31 388 |
|
| asd |  | 2.06 73 | 0.78 59 | 3.85 87 | 2.45 63 | 2.18 338 | 3.99 112 | 0.35 64 | 6.94 106 | 2.60 73 | 2.99 146 | 2.79 78 | 0.52 31 | 2.27 128 | 8.33 191 | 0.93 82 | 0.02 232 | 0.01 47 | 0.00 1 | 0.00 1 | 0.07 126 | 0.11 203 |
|
| S2M2_L |  | 2.06 73 | 1.28 225 | 4.05 106 | 3.20 150 | 1.14 214 | 2.31 36 | 0.06 18 | 6.26 80 | 6.67 213 | 1.75 76 | 4.48 132 | 4.47 193 | 0.81 51 | 2.36 16 | 1.52 148 | 0.25 452 | 0.10 357 | 0.03 308 | 0.00 1 | 0.49 432 | 0.03 55 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| GCAP-Stereo-DPT26K |  | 2.09 75 | 1.04 142 | 5.75 228 | 2.56 79 | 0.65 122 | 2.75 52 | 1.75 240 | 8.35 160 | 1.65 32 | 2.30 112 | 3.44 94 | 1.73 89 | 3.12 160 | 5.03 96 | 1.14 118 | 0.00 1 | 0.00 1 | 0.00 1 | 0.26 498 | 0.09 154 | 0.11 203 |
|
| Anonymus |   | 2.10 76 | 1.12 170 | 3.31 46 | 3.49 183 | 0.52 93 | 2.37 40 | 0.28 59 | 5.87 61 | 2.72 81 | 2.59 125 | 1.68 56 | 4.85 206 | 1.81 108 | 8.52 197 | 2.63 252 | 0.10 367 | 0.04 173 | 0.00 1 | 0.00 1 | 0.04 78 | 0.13 231 |
|
| 2.5w |  | 2.10 76 | 0.78 59 | 4.30 119 | 2.96 128 | 1.85 305 | 3.22 75 | 2.25 305 | 6.05 73 | 2.69 79 | 1.80 81 | 5.44 176 | 0.23 5 | 2.01 113 | 7.36 154 | 1.01 103 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 133 |
|
| 2.75w_new |  | 2.10 76 | 0.82 73 | 3.93 95 | 2.18 31 | 1.44 255 | 3.52 94 | 2.30 309 | 5.52 44 | 2.91 96 | 4.14 190 | 3.93 112 | 0.27 13 | 2.38 131 | 6.17 118 | 2.32 227 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 133 |
|
| GCAP-Stereo-DPT-24K |  | 2.12 79 | 0.85 90 | 4.64 135 | 2.77 101 | 1.97 322 | 3.66 100 | 1.64 207 | 8.33 159 | 3.33 118 | 1.46 55 | 3.30 87 | 0.63 38 | 4.15 205 | 2.05 9 | 0.67 36 | 0.02 232 | 0.17 448 | 0.00 1 | 0.43 563 | 0.26 298 | 2.07 584 |
|
| LG-G_1 |  | 2.14 80 | 0.64 25 | 4.04 103 | 3.18 148 | 0.37 52 | 11.00 414 | 0.60 87 | 6.27 82 | 1.55 23 | 1.28 36 | 1.15 42 | 1.34 68 | 2.14 118 | 8.08 183 | 0.99 92 | 0.04 293 | 0.12 392 | 0.00 1 | 0.00 1 | 0.06 101 | 0.03 55 |
|
| LG-G |  | 2.14 80 | 0.64 25 | 4.04 103 | 3.18 148 | 0.37 52 | 11.00 414 | 0.60 87 | 6.27 82 | 1.55 23 | 1.28 36 | 1.15 42 | 1.34 68 | 2.14 118 | 8.08 183 | 0.99 92 | 0.04 293 | 0.12 392 | 0.00 1 | 0.00 1 | 0.06 101 | 0.03 55 |
|
| aanet-new-28k |  | 2.16 82 | 1.14 176 | 7.58 313 | 2.96 128 | 0.49 84 | 4.51 145 | 1.81 259 | 6.35 88 | 2.32 58 | 1.74 75 | 4.46 130 | 1.54 78 | 4.71 247 | 2.29 13 | 0.81 55 | 0.00 1 | 0.04 173 | 0.00 1 | 0.29 512 | 0.07 126 | 0.08 166 |
|
| GSStereo |  | 2.16 82 | 0.95 119 | 3.61 66 | 4.08 236 | 0.64 117 | 4.39 136 | 1.50 176 | 8.60 167 | 4.56 149 | 2.71 133 | 2.61 73 | 1.86 103 | 2.25 123 | 3.50 43 | 1.15 119 | 0.00 1 | 0.07 280 | 0.00 1 | 0.39 551 | 0.22 260 | 0.15 263 |
|
| GREAT-IGEV |   | 2.18 84 | 1.15 182 | 4.04 103 | 2.89 116 | 0.69 130 | 2.95 61 | 0.20 51 | 5.82 60 | 5.88 194 | 0.92 14 | 5.07 165 | 1.08 55 | 1.46 88 | 9.60 250 | 0.86 72 | 0.00 1 | 0.13 408 | 0.00 1 | 0.24 486 | 0.14 210 | 0.46 438 |
| Jiahao LI, Xinhong Chen, Zhengmin JIANG, Qian Zhou, Yung-Hui Li, Jianping Wang: Global Regulation and Excitation via Attention Tuning for Stereo Matching. ICCV2025 |
| AdaDepth |  | 2.20 85 | 0.82 73 | 4.90 152 | 3.27 159 | 2.91 393 | 3.54 97 | 0.70 97 | 5.30 41 | 3.05 103 | 1.73 74 | 3.31 88 | 0.49 29 | 1.60 91 | 10.91 305 | 0.96 88 | 0.03 272 | 0.11 379 | 0.00 1 | 0.23 476 | 0.04 78 | 0.03 55 |
|
| IGEV-Stereo++ |  | 2.20 85 | 0.79 64 | 3.67 75 | 3.72 211 | 3.17 406 | 3.39 85 | 0.10 29 | 8.37 162 | 3.77 129 | 2.11 101 | 4.25 121 | 2.01 112 | 4.78 254 | 2.96 30 | 0.59 23 | 0.01 145 | 0.02 108 | 0.08 388 | 0.00 1 | 0.06 101 | 0.05 118 |
|
| monsters |  | 2.21 87 | 1.25 215 | 4.09 109 | 3.59 199 | 4.35 481 | 2.20 35 | 0.18 49 | 8.31 158 | 2.84 90 | 4.11 188 | 2.86 79 | 0.20 3 | 0.76 45 | 8.41 193 | 0.95 87 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.02 10 | 0.01 8 |
|
| DEFOM-Stereo |  | 2.21 87 | 0.88 98 | 3.63 68 | 3.42 173 | 0.89 175 | 13.14 455 | 0.83 112 | 4.68 22 | 1.96 48 | 2.72 135 | 1.66 55 | 0.59 34 | 0.54 32 | 8.53 198 | 0.68 37 | 0.00 1 | 0.01 47 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 21 |
|
| aanet-new-34k |  | 2.22 89 | 1.33 244 | 6.99 287 | 2.55 77 | 0.37 52 | 2.69 49 | 1.58 195 | 8.25 155 | 2.14 52 | 1.11 23 | 5.28 169 | 2.45 133 | 6.42 332 | 2.04 8 | 0.80 52 | 0.00 1 | 0.08 317 | 0.03 308 | 0.02 251 | 0.07 126 | 0.20 312 |
|
| aanet-new-16k |  | 2.22 89 | 1.02 136 | 5.90 234 | 3.73 212 | 0.42 67 | 3.84 106 | 1.65 209 | 7.64 130 | 2.53 65 | 1.54 60 | 4.47 131 | 2.61 140 | 4.68 241 | 2.97 31 | 1.19 124 | 0.00 1 | 0.04 173 | 0.00 1 | 0.03 278 | 0.07 126 | 0.10 185 |
|
| 3.25w_new |  | 2.24 91 | 0.88 98 | 3.97 97 | 2.28 45 | 1.34 247 | 6.00 289 | 1.19 141 | 6.56 93 | 3.26 113 | 3.90 179 | 3.77 104 | 0.62 35 | 2.46 138 | 7.46 161 | 0.99 92 | 0.00 1 | 0.01 47 | 0.00 1 | 0.00 1 | 0.06 101 | 0.06 133 |
|
| 3.25w |  | 2.24 91 | 0.88 98 | 3.97 97 | 2.28 45 | 1.34 247 | 6.01 292 | 1.19 141 | 6.56 93 | 3.26 113 | 3.90 179 | 3.77 104 | 0.62 35 | 2.46 138 | 7.44 158 | 0.99 92 | 0.00 1 | 0.01 47 | 0.00 1 | 0.00 1 | 0.06 101 | 0.06 133 |
|
| aanet-new-40k |  | 2.30 93 | 1.29 229 | 8.15 347 | 2.62 86 | 2.23 341 | 5.47 234 | 1.80 255 | 6.79 102 | 1.59 30 | 1.14 25 | 4.71 143 | 1.12 57 | 5.55 289 | 2.35 15 | 0.85 67 | 0.00 1 | 0.06 251 | 0.02 288 | 0.04 302 | 0.04 78 | 0.18 291 |
|
| aanet-new-24k |  | 2.30 93 | 1.22 201 | 5.12 168 | 2.70 95 | 1.53 266 | 5.69 264 | 1.70 219 | 6.27 82 | 1.48 20 | 2.45 120 | 5.91 189 | 2.25 127 | 4.48 225 | 3.69 54 | 1.10 110 | 0.00 1 | 0.03 149 | 0.01 257 | 0.25 492 | 0.11 189 | 0.02 21 |
|
| aanet-new-12k |  | 2.30 93 | 0.79 64 | 8.45 364 | 4.28 263 | 0.45 76 | 4.57 150 | 1.75 240 | 8.28 157 | 2.63 77 | 2.70 132 | 1.35 48 | 1.74 90 | 4.57 234 | 3.03 32 | 1.10 110 | 0.01 145 | 0.03 149 | 0.07 377 | 0.01 207 | 0.12 195 | 0.06 133 |
|
| qwe |  | 2.30 93 | 0.82 73 | 3.76 82 | 2.60 85 | 2.75 381 | 4.59 154 | 0.28 59 | 6.62 96 | 2.90 95 | 4.62 203 | 4.62 139 | 0.55 32 | 0.89 56 | 8.78 214 | 2.09 209 | 0.00 1 | 0.01 47 | 0.00 1 | 0.00 1 | 0.07 126 | 0.14 242 |
|
| StereoAnything_RVC |  | 2.31 97 | 11.20 644 | 4.65 136 | 2.23 35 | 0.14 1 | 1.49 18 | 0.17 48 | 4.50 19 | 1.24 11 | 1.03 19 | 0.06 1 | 0.20 3 | 3.60 186 | 8.05 181 | 0.59 23 | 0.02 232 | 0.11 379 | 0.00 1 | 0.00 1 | 6.97 646 | 0.03 55 |
|
| aanet-new-32k |  | 2.32 98 | 1.33 244 | 5.55 212 | 2.88 113 | 1.83 300 | 5.87 280 | 1.73 233 | 7.45 121 | 1.37 16 | 1.71 71 | 4.22 119 | 2.66 145 | 6.13 316 | 2.81 26 | 0.64 30 | 0.00 1 | 0.12 392 | 0.00 1 | 0.00 1 | 0.08 143 | 0.09 173 |
|
| aanet-new-30k |  | 2.32 98 | 1.33 244 | 5.55 212 | 2.88 113 | 1.83 300 | 5.87 280 | 1.73 233 | 7.45 121 | 1.37 16 | 1.71 71 | 4.22 119 | 2.66 145 | 6.13 316 | 2.81 26 | 0.64 30 | 0.00 1 | 0.12 392 | 0.00 1 | 0.00 1 | 0.08 143 | 0.09 173 |
|
| 3.75w |  | 2.32 98 | 0.89 103 | 3.85 87 | 2.45 63 | 3.23 411 | 8.15 361 | 1.42 166 | 5.77 57 | 2.79 88 | 2.60 126 | 4.64 140 | 0.31 19 | 2.77 150 | 6.56 127 | 0.94 84 | 0.00 1 | 0.01 47 | 0.00 1 | 0.00 1 | 0.06 101 | 0.05 118 |
|
| RAStereo |  | 2.32 98 | 1.08 155 | 6.36 257 | 3.73 212 | 1.39 254 | 1.81 25 | 0.12 34 | 7.70 132 | 7.44 240 | 2.27 109 | 3.94 113 | 3.43 161 | 0.81 51 | 3.55 49 | 2.47 240 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 320 | 0.07 151 |
|
| 2.25w |  | 2.37 102 | 0.87 96 | 4.69 139 | 2.52 71 | 1.76 294 | 3.53 95 | 0.41 67 | 6.10 74 | 2.56 66 | 3.93 183 | 6.70 198 | 0.35 23 | 2.47 140 | 8.53 198 | 2.97 273 | 0.00 1 | 0.01 47 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 21 |
|
| 2w_stereo |  | 2.37 102 | 0.83 77 | 4.12 113 | 2.73 96 | 1.22 224 | 4.67 162 | 3.90 392 | 6.98 107 | 3.62 125 | 3.48 163 | 5.01 160 | 0.24 9 | 4.36 212 | 4.43 78 | 1.70 168 | 0.00 1 | 0.01 47 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 55 |
|
| WQFJA1++ |  | 2.38 104 | 0.59 12 | 4.21 118 | 2.66 91 | 1.85 305 | 2.47 42 | 0.29 62 | 7.02 109 | 2.10 51 | 3.41 162 | 2.43 67 | 0.68 43 | 1.63 94 | 7.27 149 | 1.00 100 | 0.01 145 | 0.05 212 | 0.01 257 | 0.01 207 | 9.83 662 | 0.09 173 |
|
| DispViT+ |  | 2.39 105 | 0.66 33 | 3.18 39 | 1.32 4 | 5.13 528 | 2.80 56 | 0.09 23 | 12.73 266 | 6.26 203 | 1.59 62 | 1.01 38 | 0.71 44 | 1.06 67 | 9.26 239 | 1.35 135 | 0.62 544 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 49 | 0.02 21 |
|
| gasm-f |  | 2.39 105 | 0.96 124 | 3.77 83 | 3.84 223 | 0.50 87 | 4.50 143 | 2.54 330 | 8.01 142 | 2.33 59 | 2.24 106 | 5.92 190 | 1.19 60 | 4.05 200 | 6.12 117 | 1.31 132 | 0.01 145 | 0.06 251 | 0.05 342 | 0.00 1 | 0.25 287 | 0.14 242 |
|
| aanet-new-22k |  | 2.41 107 | 1.25 215 | 5.47 202 | 3.25 155 | 0.40 59 | 4.44 140 | 2.00 285 | 8.36 161 | 5.01 164 | 1.72 73 | 4.75 145 | 1.55 79 | 4.99 265 | 3.65 52 | 1.01 103 | 0.00 1 | 0.07 280 | 0.01 257 | 0.03 278 | 0.09 154 | 0.10 185 |
|
| monsterstereo |  | 2.41 107 | 0.98 127 | 4.33 121 | 4.12 241 | 4.48 487 | 1.80 23 | 0.08 20 | 5.78 58 | 5.21 177 | 3.36 158 | 7.40 215 | 0.25 10 | 0.37 20 | 8.92 223 | 1.00 100 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.02 10 | 0.01 8 |
|
| aanet-new-90k |  | 2.42 109 | 1.26 219 | 9.16 414 | 2.92 119 | 1.53 266 | 3.13 71 | 1.43 168 | 6.60 95 | 1.73 35 | 0.84 9 | 3.32 89 | 0.91 51 | 5.09 272 | 9.29 241 | 0.80 52 | 0.00 1 | 0.05 212 | 0.00 1 | 0.00 1 | 0.05 94 | 0.25 357 |
|
| LG-Stereo |  | 2.43 110 | 1.44 283 | 7.64 318 | 3.73 212 | 0.82 164 | 3.64 99 | 1.24 146 | 6.41 91 | 5.30 180 | 1.97 89 | 7.31 211 | 0.84 49 | 0.74 43 | 4.85 90 | 2.21 222 | 0.05 319 | 0.04 173 | 0.01 257 | 0.03 278 | 0.33 359 | 0.10 185 |
|
| aanet-32k-new |  | 2.45 111 | 1.49 302 | 5.53 208 | 2.99 131 | 1.32 238 | 5.09 212 | 1.83 261 | 5.66 50 | 1.61 31 | 1.21 32 | 4.15 116 | 2.17 124 | 6.08 314 | 8.40 192 | 1.04 105 | 0.01 145 | 0.07 280 | 0.00 1 | 0.00 1 | 0.10 178 | 0.21 324 |
|
| GCAP-Stereo-DPT-25K |  | 2.45 111 | 0.84 83 | 4.09 109 | 2.41 61 | 1.89 313 | 3.98 111 | 1.61 202 | 11.16 233 | 5.53 188 | 2.00 95 | 4.92 157 | 2.56 138 | 3.54 181 | 2.27 12 | 0.68 37 | 0.02 232 | 0.17 448 | 0.00 1 | 0.43 563 | 0.12 195 | 0.81 504 |
|
| 111111 |  | 2.45 111 | 1.01 134 | 3.89 91 | 3.60 200 | 4.13 462 | 3.49 93 | 0.23 54 | 8.63 170 | 3.25 110 | 2.15 102 | 4.26 122 | 2.29 129 | 2.03 114 | 8.86 222 | 0.94 84 | 0.01 145 | 0.02 108 | 0.08 388 | 0.00 1 | 0.14 210 | 0.04 86 |
|
| PhaseNet |  | 2.46 114 | 1.14 176 | 3.75 81 | 3.35 167 | 0.92 183 | 5.85 275 | 0.43 70 | 7.96 141 | 3.27 115 | 2.28 110 | 2.35 65 | 6.22 243 | 1.10 68 | 6.36 121 | 3.43 306 | 0.15 397 | 0.09 336 | 0.00 1 | 0.00 1 | 0.06 101 | 0.42 424 |
|
| 3.5w_stereo |  | 2.46 114 | 1.21 199 | 4.40 128 | 2.23 35 | 1.53 266 | 6.00 289 | 1.12 135 | 6.82 103 | 2.60 73 | 3.48 163 | 4.35 125 | 0.33 20 | 2.08 117 | 9.99 267 | 3.03 280 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 1 | 0.06 133 |
|
| aanet-new-78k |  | 2.47 116 | 1.27 222 | 10.18 464 | 3.08 139 | 0.28 18 | 2.19 34 | 1.35 161 | 6.66 98 | 1.44 19 | 1.58 61 | 4.08 114 | 1.02 52 | 6.47 334 | 8.61 201 | 0.83 59 | 0.00 1 | 0.04 173 | 0.00 1 | 0.00 1 | 0.03 49 | 0.22 332 |
|
| aanet-new-36k |  | 2.47 116 | 1.13 173 | 5.18 175 | 2.94 122 | 0.28 18 | 5.32 225 | 1.22 144 | 7.53 124 | 2.20 53 | 1.37 49 | 4.35 125 | 1.56 80 | 6.50 337 | 8.66 209 | 0.91 79 | 0.00 1 | 0.07 280 | 0.02 288 | 0.00 1 | 0.03 49 | 0.14 242 |
|
| aanet-new-70k |  | 2.48 118 | 1.18 190 | 8.17 351 | 2.76 100 | 0.62 113 | 4.98 197 | 1.52 183 | 6.84 104 | 1.57 25 | 1.69 69 | 3.83 108 | 0.84 49 | 5.29 282 | 8.97 227 | 1.12 113 | 0.00 1 | 0.02 108 | 0.00 1 | 0.00 1 | 0.03 49 | 0.11 203 |
|
| 3w_stereo |  | 2.49 119 | 0.84 83 | 5.43 195 | 2.46 65 | 0.46 77 | 5.44 232 | 6.54 490 | 7.07 110 | 3.41 122 | 3.30 156 | 4.77 149 | 0.28 14 | 4.24 209 | 4.24 71 | 1.30 130 | 0.00 1 | 0.01 47 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 151 |
|
| GCAP-Stereo-DPT-22K |  | 2.52 120 | 0.89 103 | 4.37 125 | 3.28 160 | 3.42 418 | 3.39 85 | 1.45 169 | 7.88 137 | 3.22 107 | 2.29 111 | 7.74 220 | 3.46 162 | 5.13 273 | 2.00 7 | 0.75 48 | 0.02 232 | 0.30 531 | 0.00 1 | 0.43 563 | 0.11 189 | 0.27 367 |
|
| fffft |  | 2.58 121 | 0.86 93 | 5.15 173 | 3.15 145 | 1.32 238 | 4.44 140 | 4.17 403 | 8.04 145 | 3.29 116 | 3.03 148 | 2.20 64 | 1.88 105 | 1.45 87 | 10.41 278 | 1.80 175 | 0.00 1 | 0.04 173 | 0.00 1 | 0.00 1 | 0.31 341 | 0.10 185 |
| 1: 1. 1 |
| AIO_test |  | 2.59 122 | 0.89 103 | 4.07 107 | 3.70 209 | 2.35 352 | 5.35 227 | 2.39 318 | 8.10 148 | 4.33 143 | 1.35 42 | 4.60 136 | 4.27 188 | 1.35 81 | 7.29 152 | 0.71 44 | 0.76 561 | 0.07 280 | 0.00 1 | 0.09 386 | 0.06 101 | 0.03 55 |
|
| Replicate-Monster |  | 2.63 123 | 3.33 538 | 11.97 499 | 2.38 59 | 1.08 202 | 3.13 71 | 0.44 71 | 6.76 101 | 4.42 147 | 3.79 173 | 1.30 46 | 0.66 42 | 1.15 71 | 8.78 214 | 0.48 9 | 0.01 145 | 0.08 317 | 0.00 1 | 0.00 1 | 0.26 298 | 2.68 600 |
|
| TS12 |  | 2.64 124 | 0.78 59 | 3.08 33 | 2.06 22 | 0.32 28 | 6.38 312 | 0.20 51 | 8.17 151 | 4.25 141 | 2.93 141 | 10.46 263 | 1.46 72 | 3.07 158 | 7.82 173 | 1.77 173 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.04 78 | 0.02 21 |
|
| aanet-new-60k |  | 2.64 124 | 1.31 237 | 9.62 433 | 2.69 94 | 0.91 180 | 6.94 334 | 1.66 210 | 6.67 99 | 1.57 25 | 1.53 59 | 3.90 111 | 2.64 143 | 3.38 172 | 8.81 219 | 0.90 76 | 0.00 1 | 0.07 280 | 0.01 257 | 0.01 207 | 0.04 78 | 0.20 312 |
|
| GIP-stereo |  | 2.66 126 | 1.00 133 | 4.00 99 | 4.99 317 | 3.41 417 | 3.38 84 | 0.77 107 | 8.73 175 | 5.69 193 | 2.08 99 | 5.38 170 | 4.13 184 | 3.21 162 | 5.21 98 | 1.05 108 | 0.01 145 | 0.06 251 | 0.00 1 | 0.00 1 | 0.07 126 | 0.04 86 |
|
| aanet-new-10k |  | 2.69 127 | 1.23 206 | 9.26 416 | 4.00 231 | 0.52 93 | 8.39 366 | 1.89 271 | 7.92 139 | 1.69 34 | 2.89 140 | 2.99 81 | 2.76 148 | 5.48 286 | 3.07 34 | 1.35 135 | 0.00 1 | 0.11 379 | 0.05 342 | 0.04 302 | 0.09 154 | 0.04 86 |
|
| Foundation-i1c-attn |  | 2.71 128 | 0.60 15 | 3.06 30 | 2.24 37 | 0.51 89 | 5.22 218 | 4.50 414 | 8.99 180 | 3.66 127 | 3.62 168 | 3.42 92 | 5.81 232 | 4.90 258 | 6.67 134 | 0.91 79 | 0.02 232 | 0.09 336 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 133 |
|
| Zero-FE251 |  | 2.73 129 | 1.57 339 | 5.05 164 | 4.17 244 | 1.92 318 | 7.26 342 | 0.75 104 | 7.75 135 | 3.01 100 | 4.88 216 | 2.40 66 | 5.44 223 | 4.17 206 | 4.39 76 | 1.31 132 | 0.27 459 | 0.06 251 | 0.04 331 | 0.03 278 | 0.03 49 | 0.12 214 |
|
| MaDis-Stereo |  | 2.73 129 | 1.56 335 | 6.21 255 | 2.96 128 | 2.45 358 | 1.80 23 | 0.28 59 | 7.43 120 | 5.07 170 | 2.57 123 | 3.43 93 | 7.13 270 | 4.71 247 | 5.74 107 | 2.91 270 | 0.00 1 | 0.05 212 | 0.00 1 | 0.00 1 | 0.15 218 | 0.12 214 |
|
| GCAP-Stereo-cres-4k |  | 2.74 131 | 1.02 136 | 5.23 178 | 4.54 284 | 2.61 368 | 9.27 379 | 1.75 240 | 7.23 116 | 3.64 126 | 1.98 91 | 5.02 161 | 2.28 128 | 5.13 273 | 3.57 50 | 1.16 123 | 0.00 1 | 0.13 408 | 0.00 1 | 0.02 251 | 0.05 94 | 0.13 231 |
|
| HUF |  | 2.75 132 | 1.32 241 | 5.28 182 | 2.83 106 | 0.55 98 | 5.23 220 | 2.19 296 | 8.97 178 | 4.23 140 | 1.97 89 | 4.39 128 | 5.03 209 | 2.64 144 | 6.86 141 | 1.44 141 | 0.73 558 | 0.63 599 | 0.09 400 | 0.00 1 | 0.17 240 | 0.44 431 |
|
| LG-Stereo_Zeroshot |  | 2.77 133 | 0.90 112 | 5.49 204 | 4.91 313 | 1.75 293 | 3.75 102 | 0.85 114 | 7.14 112 | 3.33 118 | 3.51 166 | 10.67 266 | 2.03 114 | 5.26 281 | 3.11 35 | 1.80 175 | 0.00 1 | 0.06 251 | 0.00 1 | 0.19 454 | 0.43 402 | 0.19 307 |
|
| IGEV-Stereo+ |  | 2.77 133 | 0.92 115 | 4.09 109 | 3.14 144 | 4.62 498 | 2.57 44 | 0.70 97 | 4.34 17 | 2.29 56 | 1.76 78 | 0.59 26 | 0.77 47 | 3.49 179 | 8.65 207 | 0.68 37 | 0.03 272 | 0.10 357 | 0.00 1 | 0.24 486 | 5.77 640 | 10.68 679 |
|
| gcap_with_dpt |  | 2.78 135 | 0.83 77 | 5.55 212 | 3.02 134 | 4.35 481 | 5.14 215 | 1.31 153 | 7.11 111 | 4.14 138 | 5.93 234 | 11.93 287 | 2.05 118 | 0.57 33 | 2.55 19 | 0.80 52 | 0.00 1 | 0.08 317 | 0.01 257 | 0.09 386 | 0.11 189 | 0.05 118 |
|
| GCAP-Stereo-DPT-cres |  | 2.79 136 | 0.82 73 | 4.94 155 | 2.88 113 | 4.51 493 | 7.85 355 | 1.68 214 | 7.92 139 | 2.72 81 | 2.50 122 | 5.74 188 | 3.82 178 | 6.75 350 | 2.59 20 | 0.94 84 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 189 | 0.03 55 |
|
| AIO_rvc |  | 2.81 137 | 1.10 163 | 4.88 150 | 3.63 203 | 2.59 367 | 5.36 228 | 1.85 264 | 8.21 154 | 4.37 145 | 1.60 64 | 4.74 144 | 4.74 202 | 1.16 72 | 10.10 270 | 1.13 117 | 0.47 515 | 0.04 173 | 0.00 1 | 0.04 302 | 0.15 218 | 0.12 214 |
|
| SMoEStereo_RVC |  | 2.81 137 | 1.07 152 | 5.08 166 | 3.86 226 | 0.60 110 | 6.39 313 | 1.91 273 | 7.82 136 | 3.79 130 | 3.87 178 | 3.69 103 | 2.78 149 | 2.25 123 | 10.60 285 | 1.99 197 | 0.00 1 | 0.02 108 | 0.03 308 | 0.00 1 | 0.25 287 | 0.17 281 |
|
| mms |  | 2.86 139 | 1.38 262 | 5.26 180 | 3.68 206 | 1.84 302 | 4.23 126 | 4.01 395 | 8.01 142 | 4.29 142 | 2.43 119 | 5.53 184 | 3.05 153 | 1.35 81 | 9.22 236 | 2.06 205 | 0.00 1 | 0.06 251 | 0.00 1 | 0.00 1 | 0.36 371 | 0.44 431 |
|
| aanet-new-8k |  | 2.87 140 | 1.08 155 | 5.00 162 | 3.55 190 | 0.36 48 | 5.96 285 | 1.77 250 | 9.42 185 | 4.81 157 | 2.01 97 | 3.89 110 | 1.30 66 | 6.79 353 | 9.92 263 | 1.42 140 | 0.01 145 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 143 | 0.04 86 |
|
| gcap-zeroshot |  | 2.89 141 | 0.89 103 | 5.46 199 | 2.84 107 | 4.48 487 | 4.56 147 | 1.32 156 | 8.66 171 | 7.60 241 | 5.67 229 | 10.03 251 | 1.78 94 | 0.45 24 | 2.69 23 | 1.04 105 | 0.00 1 | 0.07 280 | 0.00 1 | 0.06 352 | 0.10 178 | 0.04 86 |
|
| UniTT-Stereo |  | 2.89 141 | 0.90 112 | 6.74 271 | 4.08 236 | 2.42 355 | 2.63 46 | 0.42 68 | 5.57 46 | 4.88 160 | 5.36 225 | 7.63 218 | 1.09 56 | 1.47 89 | 8.80 218 | 5.11 381 | 0.03 272 | 0.07 280 | 0.00 1 | 0.01 207 | 0.48 423 | 0.11 203 |
|
| testlalala |  | 2.89 141 | 0.89 103 | 5.46 199 | 2.84 107 | 4.48 487 | 4.56 147 | 1.32 156 | 8.66 171 | 7.60 241 | 5.67 229 | 10.03 251 | 1.78 94 | 0.45 24 | 2.69 23 | 1.04 105 | 0.00 1 | 0.07 280 | 0.00 1 | 0.06 352 | 0.10 178 | 0.04 86 |
|
| 1w_stereo |  | 2.90 144 | 0.72 41 | 3.59 65 | 3.30 163 | 2.15 336 | 4.37 132 | 6.74 499 | 6.40 90 | 5.23 178 | 2.83 139 | 7.30 210 | 0.25 10 | 4.36 212 | 8.30 189 | 2.44 238 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 21 |
|
| ours_stereo |  | 2.91 145 | 1.34 249 | 5.14 170 | 3.67 204 | 1.49 262 | 3.87 107 | 2.80 345 | 8.10 148 | 6.28 204 | 2.15 102 | 5.66 186 | 3.98 180 | 1.84 110 | 9.38 243 | 1.77 173 | 0.00 1 | 0.02 108 | 0.00 1 | 0.00 1 | 0.32 351 | 0.34 398 |
|
| AIO-Stereo |   | 2.91 145 | 1.19 194 | 5.14 170 | 4.15 243 | 0.79 157 | 4.67 162 | 1.76 246 | 9.59 193 | 5.19 176 | 2.66 131 | 4.76 148 | 5.40 222 | 0.78 46 | 10.30 274 | 1.23 128 | 0.00 1 | 0.06 251 | 0.00 1 | 0.36 541 | 0.09 154 | 0.15 263 |
|
| aanet-new-14k |  | 2.92 147 | 0.98 127 | 7.97 335 | 3.81 220 | 0.32 28 | 4.39 136 | 1.76 246 | 10.49 217 | 9.76 286 | 2.98 145 | 4.82 153 | 0.62 35 | 6.72 345 | 2.51 18 | 1.21 127 | 0.00 1 | 0.02 108 | 0.01 257 | 0.00 1 | 0.08 143 | 0.03 55 |
|
| Foundation-i1b |  | 2.92 147 | 0.62 17 | 3.27 42 | 2.10 25 | 0.80 161 | 6.05 297 | 4.79 425 | 9.72 199 | 3.49 123 | 4.53 200 | 3.28 86 | 6.44 253 | 5.47 285 | 6.76 137 | 0.92 81 | 0.02 232 | 0.09 336 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 55 |
|
| EGLCR-Stereo |  | 2.92 147 | 1.06 145 | 5.28 182 | 3.38 170 | 0.55 98 | 4.59 154 | 0.66 91 | 10.43 216 | 4.81 157 | 3.30 156 | 3.23 85 | 7.93 291 | 1.71 100 | 9.22 236 | 1.62 160 | 0.05 319 | 0.12 392 | 0.00 1 | 0.00 1 | 0.23 275 | 0.16 272 |
|
| Foundation-i1a |  | 2.94 150 | 0.64 25 | 3.21 40 | 2.24 37 | 0.39 58 | 5.32 225 | 3.99 393 | 9.68 195 | 3.94 135 | 5.17 222 | 3.16 84 | 6.62 257 | 5.95 309 | 7.03 143 | 1.32 134 | 0.02 232 | 0.10 357 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 133 |
|
| IGEV++ |  | 2.98 151 | 1.27 222 | 5.17 174 | 5.41 368 | 0.47 78 | 4.63 159 | 1.71 231 | 9.97 205 | 4.75 154 | 2.58 124 | 6.27 194 | 4.35 190 | 4.44 221 | 4.98 95 | 3.05 283 | 0.00 1 | 0.07 280 | 0.00 1 | 0.08 372 | 0.24 282 | 0.18 291 |
|
| IGEV-RUCA |  | 3.00 152 | 1.12 170 | 4.51 131 | 4.78 301 | 2.30 347 | 6.18 300 | 1.80 255 | 7.24 118 | 4.79 155 | 2.63 130 | 4.91 155 | 4.06 181 | 2.44 137 | 9.70 255 | 1.50 146 | 0.14 388 | 0.26 518 | 0.21 491 | 0.29 512 | 0.74 506 | 0.35 404 |
|
| zero-FE |  | 3.01 153 | 1.06 145 | 4.57 133 | 4.18 248 | 4.04 457 | 3.24 79 | 1.51 180 | 6.17 78 | 1.87 45 | 1.00 16 | 2.52 68 | 1.72 88 | 4.92 259 | 6.19 119 | 2.77 260 | 0.27 459 | 0.10 357 | 0.00 1 | 0.05 331 | 13.94 679 | 0.09 173 |
|
| MSCF |  | 3.01 153 | 1.87 427 | 5.23 178 | 3.98 230 | 0.70 132 | 5.42 231 | 1.48 171 | 8.59 164 | 4.59 152 | 5.05 219 | 6.40 195 | 1.76 93 | 7.07 357 | 5.69 105 | 1.36 137 | 0.00 1 | 0.02 108 | 0.00 1 | 0.63 588 | 0.16 229 | 0.24 350 |
|
| GCAP-Stereo-DPT-5K |  | 3.02 155 | 0.89 103 | 5.34 187 | 2.90 117 | 4.48 487 | 4.69 165 | 1.34 159 | 8.59 164 | 8.81 269 | 5.94 236 | 10.70 268 | 1.84 101 | 0.51 27 | 2.94 28 | 1.12 113 | 0.00 1 | 0.07 280 | 0.00 1 | 0.04 302 | 0.09 154 | 0.04 86 |
|
| test_for_model |  | 3.02 155 | 0.89 103 | 5.34 187 | 2.90 117 | 4.48 487 | 4.69 165 | 1.34 159 | 8.59 164 | 8.81 269 | 5.94 236 | 10.70 268 | 1.84 101 | 0.51 27 | 2.94 28 | 1.12 113 | 0.00 1 | 0.07 280 | 0.00 1 | 0.04 302 | 0.09 154 | 0.04 86 |
|
| BStereo |   | 3.05 157 | 1.51 311 | 15.51 556 | 2.95 125 | 1.03 191 | 5.97 286 | 3.41 371 | 6.02 68 | 5.56 189 | 2.75 137 | 1.76 58 | 2.49 136 | 0.78 46 | 7.72 168 | 3.07 284 | 0.01 145 | 0.03 149 | 0.04 331 | 0.09 386 | 0.09 154 | 0.17 281 |
|
| GCAP-Stereo-DPT-2K |  | 3.06 158 | 0.86 93 | 5.37 191 | 2.84 107 | 4.43 485 | 4.03 115 | 1.27 148 | 7.50 123 | 7.27 237 | 6.46 244 | 12.28 293 | 2.19 126 | 0.60 35 | 4.86 91 | 0.90 76 | 0.00 1 | 0.07 280 | 0.00 1 | 0.08 372 | 0.09 154 | 0.05 118 |
|
| Selective-IGEV-i32 |  | 3.06 158 | 1.11 166 | 4.98 156 | 3.56 191 | 1.63 279 | 4.72 169 | 2.15 295 | 10.74 228 | 4.55 148 | 2.94 143 | 4.60 136 | 5.53 225 | 1.78 104 | 10.82 300 | 1.69 165 | 0.00 1 | 0.01 47 | 0.00 1 | 0.14 422 | 0.06 101 | 0.13 231 |
|
| Selective-IGEV |  | 3.06 158 | 1.11 166 | 4.98 156 | 3.56 191 | 1.66 281 | 4.73 170 | 2.14 294 | 10.73 227 | 4.56 149 | 2.93 141 | 4.60 136 | 5.54 226 | 1.77 103 | 10.82 300 | 1.69 165 | 0.00 1 | 0.01 47 | 0.00 1 | 0.14 422 | 0.06 101 | 0.13 231 |
|
| RSM++ |  | 3.08 161 | 1.04 142 | 5.27 181 | 4.25 259 | 0.50 87 | 5.04 208 | 2.63 335 | 10.11 207 | 4.34 144 | 3.16 152 | 4.66 141 | 6.73 259 | 1.87 112 | 9.96 265 | 1.69 165 | 0.00 1 | 0.00 1 | 0.01 257 | 0.18 441 | 0.14 210 | 0.10 185 |
|
| aanet-new |  | 3.09 162 | 1.23 206 | 5.57 217 | 4.01 232 | 2.64 373 | 10.34 391 | 1.80 255 | 7.22 115 | 1.74 36 | 1.88 85 | 5.05 164 | 2.33 130 | 7.68 369 | 9.12 234 | 0.99 92 | 0.01 145 | 0.07 280 | 0.00 1 | 0.00 1 | 0.05 94 | 0.05 118 |
|
| RSM |  | 3.10 163 | 0.98 127 | 4.86 149 | 4.17 244 | 1.08 202 | 4.76 178 | 1.83 261 | 10.14 208 | 4.21 139 | 3.38 160 | 4.34 123 | 7.82 287 | 1.75 102 | 10.69 289 | 1.64 163 | 0.00 1 | 0.03 149 | 0.00 1 | 0.18 441 | 0.13 204 | 0.07 151 |
|
| VIP-Stereo |  | 3.13 164 | 1.39 265 | 4.85 148 | 3.02 134 | 4.34 479 | 15.03 496 | 1.76 246 | 5.70 51 | 3.66 127 | 1.87 84 | 5.38 170 | 2.42 132 | 1.84 110 | 9.45 244 | 1.65 164 | 0.00 1 | 0.08 317 | 0.00 1 | 0.00 1 | 0.06 101 | 0.13 231 |
|
| FlowAnything_test |  | 3.13 164 | 1.42 273 | 6.59 263 | 8.69 542 | 1.35 250 | 8.70 369 | 2.51 325 | 7.60 129 | 3.03 102 | 4.10 187 | 2.67 76 | 3.52 169 | 0.75 44 | 5.86 111 | 4.48 358 | 0.06 340 | 0.03 149 | 0.15 460 | 0.66 590 | 0.16 229 | 0.18 291 |
|
| GCAP-Stereo-DPT-3K |  | 3.15 166 | 0.89 103 | 5.41 194 | 2.73 96 | 4.54 495 | 4.68 164 | 1.28 149 | 9.18 184 | 9.89 289 | 5.93 234 | 11.97 288 | 1.79 98 | 0.42 23 | 3.06 33 | 0.85 67 | 0.00 1 | 0.07 280 | 0.00 1 | 0.07 363 | 0.09 154 | 0.04 86 |
|
| DDF-Stereo |  | 3.17 167 | 1.08 155 | 4.40 128 | 4.63 292 | 4.02 456 | 3.40 87 | 1.51 180 | 5.27 37 | 1.78 39 | 0.85 11 | 2.57 71 | 1.68 87 | 4.63 240 | 8.01 180 | 2.80 264 | 0.27 459 | 0.13 408 | 0.00 1 | 0.14 422 | 16.19 685 | 0.09 173 |
|
| AEACV |  | 3.17 167 | 1.11 166 | 5.39 193 | 4.55 285 | 5.35 545 | 4.29 129 | 1.60 199 | 6.21 79 | 5.43 184 | 3.08 150 | 7.85 222 | 4.23 186 | 6.55 340 | 5.51 100 | 1.56 153 | 0.00 1 | 0.09 336 | 0.03 308 | 0.32 528 | 0.20 251 | 0.12 214 |
|
| GASTEREO |  | 3.18 169 | 1.99 448 | 5.13 169 | 4.28 263 | 0.70 132 | 5.59 246 | 1.49 175 | 8.66 171 | 4.94 163 | 5.17 222 | 6.84 203 | 1.58 81 | 7.14 359 | 7.72 168 | 1.38 138 | 0.00 1 | 0.02 108 | 0.00 1 | 0.64 589 | 0.08 143 | 0.23 343 |
|
| DEFOM-Stereo_RVC |  | 3.18 169 | 6.90 609 | 3.85 87 | 10.48 597 | 1.59 272 | 4.71 168 | 0.47 75 | 8.39 163 | 2.76 84 | 2.34 113 | 3.12 83 | 0.74 45 | 7.20 362 | 9.02 232 | 1.62 160 | 0.00 1 | 0.14 425 | 0.00 1 | 0.19 454 | 0.02 10 | 0.03 55 |
|
| NLSM3 |  | 3.19 171 | 0.86 93 | 3.90 92 | 3.11 142 | 4.00 455 | 3.18 73 | 0.55 83 | 13.79 302 | 8.23 258 | 3.39 161 | 6.88 205 | 1.79 98 | 3.97 196 | 7.12 147 | 3.01 276 | 0.01 145 | 0.00 1 | 0.05 342 | 0.00 1 | 0.03 49 | 0.01 8 |
|
| SCV |  | 3.20 172 | 1.40 268 | 5.96 238 | 4.71 295 | 0.71 137 | 4.21 125 | 1.70 219 | 10.94 230 | 6.06 198 | 1.85 83 | 4.80 151 | 6.16 239 | 2.74 149 | 9.82 258 | 1.74 170 | 0.05 319 | 0.09 336 | 0.00 1 | 0.24 486 | 0.50 437 | 0.30 380 |
|
| tt45 |  | 3.20 172 | 0.95 119 | 4.36 124 | 3.73 212 | 1.86 307 | 8.19 362 | 2.05 292 | 9.12 183 | 3.36 121 | 5.60 228 | 4.42 129 | 4.61 201 | 2.39 133 | 11.00 309 | 1.96 191 | 0.00 1 | 0.04 173 | 0.00 1 | 0.01 207 | 0.32 351 | 0.10 185 |
|
| MoCha-V2 |  | 3.20 172 | 0.92 115 | 4.82 147 | 5.09 326 | 0.40 59 | 4.63 159 | 1.37 163 | 9.81 201 | 5.41 183 | 5.58 227 | 5.26 168 | 2.63 142 | 6.48 335 | 9.90 262 | 1.15 119 | 0.02 232 | 0.24 506 | 0.00 1 | 0.25 492 | 0.07 126 | 0.04 86 |
|
| Pointernet |  | 3.22 175 | 0.84 83 | 5.79 231 | 3.22 154 | 0.35 43 | 5.27 223 | 0.37 65 | 16.46 353 | 5.96 196 | 4.11 188 | 6.81 202 | 4.84 205 | 2.73 148 | 4.78 88 | 2.52 243 | 0.00 1 | 0.15 432 | 0.00 1 | 0.22 467 | 0.04 78 | 0.02 21 |
|
| SCV_C0 |  | 3.23 176 | 1.31 237 | 6.44 259 | 3.20 150 | 0.82 164 | 4.84 186 | 1.61 202 | 10.34 214 | 6.85 218 | 2.74 136 | 4.91 155 | 6.26 246 | 1.81 108 | 11.06 313 | 1.50 146 | 0.11 374 | 0.06 251 | 0.00 1 | 0.23 476 | 0.33 359 | 0.11 203 |
|
| MGS-Stereo |  | 3.26 177 | 1.29 229 | 6.73 269 | 3.30 163 | 0.47 78 | 4.89 189 | 1.55 190 | 6.15 77 | 8.88 274 | 4.31 192 | 10.15 254 | 5.48 224 | 1.27 76 | 8.09 185 | 1.97 194 | 0.04 293 | 0.01 47 | 0.02 288 | 0.00 1 | 0.57 465 | 0.04 86 |
|
| rrr |  | 3.26 177 | 1.57 339 | 7.72 323 | 3.36 168 | 0.60 110 | 4.93 192 | 1.59 196 | 10.72 226 | 5.11 174 | 3.79 173 | 4.58 134 | 4.53 197 | 4.00 198 | 10.13 271 | 2.09 209 | 0.00 1 | 0.06 251 | 0.00 1 | 0.22 467 | 0.12 195 | 0.18 291 |
|
| CroCo-Stereo |   | 3.27 179 | 1.90 430 | 7.18 293 | 8.50 540 | 1.11 204 | 0.96 4 | 0.97 125 | 10.18 209 | 8.20 256 | 3.59 167 | 4.69 142 | 8.02 295 | 4.53 231 | 2.75 25 | 2.34 229 | 0.01 145 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 341 | 0.11 203 |
| P.Weinzaepfel, T. Lucas, V. Leroy, Y. Cabon, V. Arora, R. Bregier, G. Csurka, L. Antsfeld, B. Chidlovskii, J. Revaud: CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow. ICCV 2023 |
| fffy |  | 3.28 180 | 1.20 196 | 5.94 237 | 3.67 204 | 0.85 167 | 4.84 186 | 1.75 240 | 10.18 209 | 6.44 206 | 2.60 126 | 6.15 191 | 6.33 249 | 3.16 161 | 10.08 269 | 1.62 160 | 0.00 1 | 0.12 392 | 0.00 1 | 0.00 1 | 0.30 329 | 0.33 394 |
|
| IGEVStereo-DCA |  | 3.31 181 | 1.57 339 | 6.20 250 | 3.36 168 | 0.60 110 | 4.93 192 | 1.70 219 | 13.26 280 | 5.04 165 | 3.79 173 | 4.58 134 | 4.53 197 | 4.00 198 | 10.13 271 | 2.09 209 | 0.00 1 | 0.06 251 | 0.00 1 | 0.18 441 | 0.12 195 | 0.14 242 |
|
| test_xeample3 |  | 3.34 182 | 1.54 322 | 7.67 319 | 3.33 166 | 0.68 126 | 5.74 267 | 1.63 205 | 12.05 244 | 3.88 134 | 6.71 245 | 3.81 107 | 3.17 157 | 3.34 171 | 10.59 284 | 2.07 206 | 0.00 1 | 0.02 108 | 0.00 1 | 0.27 505 | 0.13 204 | 0.16 272 |
|
| GCAP-Stereo-DPT-FT |  | 3.37 183 | 5.20 581 | 20.75 609 | 3.26 156 | 3.66 432 | 3.19 74 | 1.77 250 | 8.61 169 | 2.83 89 | 2.16 105 | 3.61 100 | 3.75 174 | 3.63 188 | 3.13 36 | 1.41 139 | 0.05 319 | 0.12 392 | 0.00 1 | 0.01 207 | 0.13 204 | 0.22 332 |
|
| GLC_STEREO |  | 3.40 184 | 1.06 145 | 3.44 56 | 6.52 454 | 0.20 5 | 4.76 178 | 1.66 210 | 8.97 178 | 6.59 210 | 5.39 226 | 9.04 233 | 5.23 217 | 2.03 114 | 9.76 257 | 2.77 260 | 0.01 145 | 0.03 149 | 0.21 491 | 0.00 1 | 0.23 275 | 0.06 133 |
|
| VMStereo-Base |   | 3.41 185 | 0.84 83 | 4.19 117 | 1.72 8 | 0.47 78 | 3.01 62 | 0.57 84 | 10.10 206 | 14.58 356 | 3.85 177 | 9.11 235 | 7.48 284 | 2.36 130 | 7.75 171 | 1.90 184 | 0.07 351 | 0.08 317 | 0.04 331 | 0.00 1 | 0.06 101 | 0.02 21 |
|
| GCAP-Stereo-DPT-20K |  | 3.44 186 | 0.76 54 | 17.99 588 | 1.92 11 | 2.08 331 | 4.60 156 | 1.60 199 | 7.55 125 | 3.25 110 | 2.62 128 | 5.03 162 | 3.50 167 | 4.57 234 | 1.99 5 | 0.60 25 | 0.04 293 | 0.16 443 | 0.00 1 | 0.20 460 | 0.89 522 | 9.42 674 |
|
| 999 |  | 3.44 186 | 0.92 115 | 4.78 143 | 4.69 294 | 2.34 351 | 7.58 352 | 2.20 297 | 9.81 201 | 6.11 200 | 2.96 144 | 4.79 150 | 5.07 210 | 2.27 128 | 12.10 382 | 2.76 259 | 0.03 272 | 0.09 336 | 0.00 1 | 0.00 1 | 0.29 320 | 0.10 185 |
|
| GCAPDPT-zeroshot4090 |  | 3.44 186 | 0.76 54 | 17.99 588 | 1.92 11 | 2.08 331 | 4.60 156 | 1.60 199 | 7.55 125 | 3.25 110 | 2.62 128 | 5.03 162 | 3.50 167 | 4.57 234 | 1.99 5 | 0.60 25 | 0.04 293 | 0.16 443 | 0.00 1 | 0.20 460 | 0.89 522 | 9.42 674 |
|
| DF |  | 3.48 189 | 1.24 213 | 6.65 265 | 4.11 240 | 1.07 199 | 4.50 143 | 1.71 231 | 8.04 145 | 4.39 146 | 3.91 182 | 9.37 240 | 9.95 325 | 1.48 90 | 9.73 256 | 2.61 248 | 0.01 145 | 0.22 487 | 0.00 1 | 0.33 533 | 0.06 101 | 0.16 272 |
|
| ff7 |  | 3.48 189 | 1.76 407 | 6.20 250 | 3.45 175 | 1.13 208 | 5.02 202 | 1.70 219 | 13.26 280 | 5.04 165 | 4.66 207 | 5.47 179 | 3.49 163 | 4.70 243 | 11.14 318 | 2.01 198 | 0.00 1 | 0.04 173 | 0.00 1 | 0.18 441 | 0.30 329 | 0.14 242 |
|
| ffff |  | 3.48 189 | 1.76 407 | 6.20 250 | 3.45 175 | 1.13 208 | 5.02 202 | 1.70 219 | 13.26 280 | 5.04 165 | 4.66 207 | 5.47 179 | 3.49 163 | 4.70 243 | 11.14 318 | 2.01 198 | 0.00 1 | 0.04 173 | 0.00 1 | 0.18 441 | 0.30 329 | 0.14 242 |
|
| 11t |  | 3.48 189 | 1.76 407 | 6.20 250 | 3.45 175 | 1.13 208 | 5.02 202 | 1.70 219 | 13.26 280 | 5.04 165 | 4.66 207 | 5.47 179 | 3.49 163 | 4.70 243 | 11.14 318 | 2.01 198 | 0.00 1 | 0.04 173 | 0.00 1 | 0.18 441 | 0.30 329 | 0.14 242 |
|
| ccc-4 |  | 3.48 189 | 1.76 407 | 6.20 250 | 3.45 175 | 1.13 208 | 5.02 202 | 1.70 219 | 13.26 280 | 5.04 165 | 4.66 207 | 5.47 179 | 3.49 163 | 4.70 243 | 11.14 318 | 2.01 198 | 0.00 1 | 0.04 173 | 0.00 1 | 0.18 441 | 0.30 329 | 0.14 242 |
|
| anonymousdsp |  | 3.51 194 | 1.75 401 | 5.66 222 | 3.49 183 | 1.13 208 | 5.04 208 | 1.74 237 | 13.69 294 | 5.07 170 | 4.83 212 | 5.42 174 | 4.25 187 | 4.44 221 | 11.14 318 | 1.98 195 | 0.00 1 | 0.04 173 | 0.00 1 | 0.18 441 | 0.31 341 | 0.13 231 |
|
| castereo++ |  | 3.52 195 | 1.28 225 | 3.96 96 | 3.76 217 | 2.61 368 | 16.87 542 | 1.95 281 | 7.57 127 | 8.51 264 | 2.26 108 | 4.54 133 | 5.10 211 | 2.04 116 | 8.75 213 | 0.74 45 | 0.00 1 | 0.15 432 | 0.00 1 | 0.35 538 | 0.05 94 | 0.02 21 |
|
| IGEV-Stereo |   | 3.52 195 | 1.75 401 | 5.67 223 | 3.49 183 | 1.12 206 | 5.04 208 | 1.73 233 | 13.70 295 | 5.07 170 | 4.83 212 | 5.42 174 | 4.27 188 | 4.43 220 | 11.15 323 | 1.98 195 | 0.00 1 | 0.04 173 | 0.00 1 | 0.18 441 | 0.31 341 | 0.12 214 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| Foundation-i1 |  | 3.56 197 | 0.63 22 | 2.94 21 | 3.20 150 | 3.52 426 | 6.18 300 | 4.51 415 | 12.68 265 | 5.38 181 | 5.96 239 | 6.16 192 | 7.37 282 | 4.87 256 | 6.38 122 | 1.27 129 | 0.02 232 | 0.09 336 | 0.00 1 | 0.00 1 | 0.03 49 | 0.04 86 |
|
| CREStereo |  | 3.58 198 | 1.05 144 | 3.35 48 | 2.17 30 | 0.59 106 | 5.61 249 | 0.40 66 | 10.50 218 | 13.34 340 | 6.93 252 | 10.44 261 | 5.29 220 | 3.47 176 | 5.82 109 | 2.62 251 | 0.01 145 | 0.01 47 | 0.02 288 | 0.01 207 | 0.04 78 | 0.01 8 |
| Jiankun Li, Peisen Wang, Pengfei Xiong, Tao Cai, Ziwei Yan, Lei Yang, Jiangyu Liu, Haoqiang Fan, Shuaicheng Liu: Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation. CVPR 2022 |
| LoS |  | 3.59 199 | 1.07 152 | 3.81 85 | 2.80 102 | 0.52 93 | 4.98 197 | 1.18 140 | 10.35 215 | 12.97 330 | 4.54 201 | 10.75 271 | 3.89 179 | 3.27 166 | 8.78 214 | 2.63 252 | 0.03 272 | 0.03 149 | 0.09 400 | 0.00 1 | 0.12 195 | 0.04 86 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| ProNet |  | 3.61 200 | 1.91 433 | 6.17 249 | 3.31 165 | 0.67 125 | 5.51 236 | 6.46 486 | 12.60 263 | 6.23 201 | 3.18 153 | 4.80 151 | 3.64 172 | 3.57 182 | 11.15 323 | 2.11 213 | 0.02 232 | 0.21 477 | 0.01 257 | 0.01 207 | 0.41 396 | 0.14 242 |
|
| trnet |  | 3.62 201 | 0.95 119 | 3.30 44 | 2.21 34 | 0.56 100 | 5.67 262 | 0.42 68 | 10.62 224 | 13.30 338 | 6.89 250 | 10.45 262 | 5.78 230 | 3.69 189 | 5.80 108 | 2.61 248 | 0.00 1 | 0.02 108 | 0.03 308 | 0.01 207 | 0.04 78 | 0.02 21 |
|
| GCAP-BAT |  | 3.64 202 | 1.06 145 | 7.37 307 | 3.46 179 | 3.60 429 | 2.72 50 | 1.55 190 | 8.93 176 | 12.16 316 | 4.62 203 | 6.47 196 | 7.18 275 | 1.80 106 | 9.68 253 | 1.82 179 | 0.04 293 | 0.10 357 | 0.00 1 | 0.01 207 | 0.07 126 | 0.14 242 |
|
| GCAPDPT-zeroshot |  | 3.64 202 | 1.06 145 | 7.35 306 | 3.46 179 | 3.60 429 | 2.72 50 | 1.55 190 | 8.93 176 | 12.16 316 | 4.62 203 | 6.47 196 | 7.18 275 | 1.80 106 | 9.68 253 | 1.81 177 | 0.04 293 | 0.10 357 | 0.00 1 | 0.01 207 | 0.07 126 | 0.14 242 |
|
| U |  | 3.65 204 | 0.64 25 | 5.91 235 | 3.91 227 | 11.89 666 | 11.50 422 | 0.20 51 | 7.66 131 | 5.38 181 | 1.79 80 | 2.55 70 | 0.76 46 | 1.61 92 | 2.34 14 | 0.70 42 | 0.00 1 | 0.04 173 | 10.60 679 | 5.47 668 | 0.04 78 | 0.02 21 |
|
| water-stereo |  | 3.66 205 | 0.84 83 | 4.79 146 | 3.60 200 | 0.79 157 | 5.03 207 | 0.89 119 | 12.93 270 | 5.45 186 | 5.82 232 | 14.74 316 | 6.51 256 | 4.76 253 | 3.37 40 | 3.26 298 | 0.03 272 | 0.13 408 | 0.09 400 | 0.04 302 | 0.06 101 | 0.07 151 |
|
| Anonymus123 |  | 3.68 206 | 1.51 311 | 15.51 556 | 2.95 125 | 1.03 191 | 12.63 445 | 3.41 371 | 11.91 241 | 5.56 189 | 2.75 137 | 1.76 58 | 2.49 136 | 0.78 46 | 7.72 168 | 3.07 284 | 0.01 145 | 0.03 149 | 0.04 331 | 0.09 386 | 0.09 154 | 0.17 281 |
|
| Occ-G |  | 3.68 206 | 1.07 152 | 4.68 137 | 3.11 142 | 1.26 228 | 3.63 98 | 6.75 500 | 7.88 137 | 4.90 162 | 4.37 197 | 8.36 224 | 9.68 322 | 4.39 215 | 9.65 251 | 3.23 297 | 0.00 1 | 0.11 379 | 0.00 1 | 0.19 454 | 0.19 247 | 0.07 151 |
|
| DA |  | 3.70 208 | 0.83 77 | 4.78 143 | 5.07 323 | 0.70 132 | 16.50 537 | 1.94 278 | 9.42 185 | 7.22 233 | 4.02 184 | 6.78 199 | 5.96 235 | 4.49 227 | 4.16 68 | 1.54 150 | 0.05 319 | 0.12 392 | 0.00 1 | 0.00 1 | 0.06 101 | 0.26 361 |
|
| GGEV |  | 3.70 208 | 0.83 77 | 4.78 143 | 5.07 323 | 0.70 132 | 16.50 537 | 1.94 278 | 9.42 185 | 7.22 233 | 4.02 184 | 6.78 199 | 5.96 235 | 4.49 227 | 4.16 68 | 1.54 150 | 0.05 319 | 0.12 392 | 0.00 1 | 0.00 1 | 0.06 101 | 0.26 361 |
|
| rvit_stereo_0081_aga |  | 3.72 210 | 2.39 495 | 8.60 376 | 5.27 355 | 2.99 400 | 5.02 202 | 1.94 278 | 8.12 150 | 6.24 202 | 6.74 246 | 6.85 204 | 5.85 233 | 3.28 168 | 7.31 153 | 3.04 281 | 0.02 232 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 471 | 0.22 332 |
|
| GCAP-Stereo |  | 3.72 210 | 1.60 349 | 7.39 308 | 4.24 254 | 0.37 52 | 5.78 269 | 1.12 135 | 12.28 248 | 6.53 209 | 8.35 270 | 9.69 244 | 6.62 257 | 3.57 182 | 4.58 86 | 1.91 186 | 0.00 1 | 0.07 280 | 0.05 342 | 0.00 1 | 0.25 287 | 0.04 86 |
|
| LoS_RVC |  | 3.72 210 | 2.57 508 | 3.90 92 | 4.27 261 | 7.61 620 | 5.39 230 | 2.90 350 | 7.29 119 | 3.84 132 | 3.67 170 | 10.20 255 | 3.66 173 | 4.48 225 | 6.19 119 | 2.14 217 | 0.01 145 | 0.03 149 | 0.00 1 | 0.00 1 | 0.06 101 | 6.15 643 |
|
| HART |  | 3.80 213 | 1.52 315 | 5.45 198 | 4.85 307 | 0.51 89 | 4.41 139 | 0.76 105 | 12.59 262 | 5.08 173 | 5.95 238 | 12.76 297 | 6.87 264 | 1.72 101 | 10.71 291 | 1.84 180 | 0.00 1 | 0.13 408 | 0.10 419 | 0.00 1 | 0.45 407 | 0.26 361 |
|
| FAST (zero-shot) |  | 3.82 214 | 1.49 302 | 9.02 402 | 10.34 593 | 11.08 658 | 4.96 196 | 2.52 326 | 10.78 229 | 4.74 153 | 1.82 82 | 3.67 102 | 1.22 62 | 2.64 144 | 8.20 188 | 1.52 148 | 0.08 355 | 2.06 647 | 0.00 1 | 0.04 302 | 0.21 256 | 0.03 55 |
|
| DN |  | 3.83 215 | 1.19 194 | 4.90 152 | 4.27 261 | 3.75 437 | 6.26 305 | 0.71 99 | 11.51 236 | 11.19 306 | 3.90 179 | 5.72 187 | 10.08 327 | 2.26 127 | 7.28 150 | 1.96 191 | 0.00 1 | 0.20 469 | 0.32 527 | 0.32 528 | 0.32 351 | 0.53 453 |
|
| CES |  | 3.85 216 | 1.14 176 | 2.91 19 | 3.05 136 | 11.37 661 | 5.37 229 | 1.02 129 | 9.52 191 | 8.82 271 | 3.50 165 | 9.21 239 | 1.78 94 | 0.90 57 | 6.53 126 | 2.37 231 | 0.02 232 | 0.04 173 | 0.01 257 | 0.00 1 | 1.62 562 | 7.74 664 |
|
| WCG-NET |  | 3.86 217 | 0.96 124 | 5.80 232 | 2.92 119 | 0.28 18 | 4.48 142 | 1.80 255 | 7.23 116 | 15.03 359 | 8.77 281 | 9.58 243 | 6.94 268 | 4.20 207 | 6.92 142 | 2.05 203 | 0.00 1 | 0.08 317 | 0.00 1 | 0.00 1 | 0.14 210 | 0.08 166 |
|
| CASnet |  | 3.91 218 | 1.03 141 | 4.68 137 | 4.98 315 | 0.27 16 | 4.99 200 | 2.95 351 | 11.02 232 | 11.02 301 | 10.61 304 | 11.76 284 | 4.15 185 | 1.65 97 | 5.85 110 | 1.91 186 | 0.50 521 | 0.00 1 | 0.59 558 | 0.12 411 | 0.13 204 | 0.02 21 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| rvit_stereo_0081 |  | 3.93 219 | 1.78 416 | 8.60 376 | 6.26 437 | 1.73 289 | 3.48 90 | 2.36 311 | 7.71 133 | 15.81 378 | 4.41 198 | 5.39 172 | 5.14 213 | 3.94 194 | 7.95 178 | 3.57 309 | 0.01 145 | 0.01 47 | 0.00 1 | 0.01 207 | 0.39 388 | 0.10 185 |
|
| rvit_stereo_0082 |  | 3.93 219 | 1.78 416 | 8.60 376 | 6.26 437 | 1.73 289 | 3.48 90 | 2.36 311 | 7.71 133 | 15.81 378 | 4.41 198 | 5.39 172 | 5.14 213 | 3.94 194 | 7.95 178 | 3.57 309 | 0.01 145 | 0.01 47 | 0.00 1 | 0.01 207 | 0.39 388 | 0.10 185 |
|
| castereo |  | 3.96 221 | 1.45 285 | 4.33 121 | 3.73 212 | 1.04 194 | 6.35 310 | 7.23 517 | 9.95 204 | 15.86 381 | 3.01 147 | 7.69 219 | 3.59 170 | 7.43 365 | 5.17 97 | 1.88 182 | 0.03 272 | 0.13 408 | 0.00 1 | 0.26 498 | 0.07 126 | 0.03 55 |
|
| rvit_stereo_0080 |  | 3.98 222 | 2.11 473 | 7.62 316 | 3.68 206 | 1.90 316 | 4.16 119 | 7.60 524 | 9.69 196 | 8.13 253 | 5.08 220 | 7.39 213 | 6.27 247 | 4.44 221 | 6.73 135 | 3.92 334 | 0.20 419 | 0.01 47 | 0.00 1 | 0.00 1 | 0.55 456 | 0.12 214 |
|
| whm_eth |  | 3.98 222 | 2.11 473 | 7.62 316 | 3.68 206 | 1.90 316 | 4.16 119 | 7.60 524 | 9.69 196 | 8.13 253 | 5.08 220 | 7.39 213 | 6.27 247 | 4.44 221 | 6.73 135 | 3.92 334 | 0.20 419 | 0.01 47 | 0.00 1 | 0.00 1 | 0.55 456 | 0.12 214 |
|
| MC-Stereo |  | 3.99 224 | 0.95 119 | 4.70 141 | 5.09 326 | 0.44 75 | 3.77 103 | 1.79 253 | 9.86 203 | 7.05 230 | 6.34 243 | 13.35 304 | 6.83 263 | 6.34 330 | 10.80 298 | 1.75 171 | 0.00 1 | 0.11 379 | 0.06 365 | 0.24 486 | 0.12 195 | 0.14 242 |
|
| CroCo-Stereo Lap2 |  | 4.01 225 | 2.03 463 | 8.14 346 | 9.82 575 | 6.03 577 | 1.11 5 | 0.79 109 | 9.71 198 | 7.98 249 | 3.26 155 | 4.99 158 | 9.08 309 | 5.80 301 | 6.08 115 | 4.39 354 | 0.00 1 | 0.05 212 | 0.00 1 | 0.00 1 | 0.71 496 | 0.30 380 |
|
| depthmonostereo |  | 4.02 226 | 1.64 366 | 5.29 185 | 4.40 272 | 1.19 219 | 8.04 359 | 1.16 139 | 15.24 325 | 12.52 321 | 4.62 203 | 7.49 217 | 4.11 183 | 4.80 255 | 6.61 129 | 2.71 257 | 0.04 293 | 0.21 477 | 0.11 432 | 0.07 363 | 0.07 126 | 0.02 21 |
|
| MM-Stereo_test2 |  | 4.03 227 | 1.20 196 | 7.42 309 | 5.18 344 | 0.76 153 | 7.24 341 | 2.26 306 | 14.57 311 | 8.19 255 | 6.89 250 | 5.13 166 | 4.85 206 | 3.80 191 | 10.49 281 | 1.96 191 | 0.00 1 | 0.12 392 | 0.00 1 | 0.09 386 | 0.33 359 | 0.08 166 |
|
| GCAP-Stereo-DPT-36K |  | 4.05 228 | 10.05 630 | 27.86 628 | 2.06 22 | 3.89 443 | 3.82 105 | 1.73 233 | 8.20 152 | 3.20 106 | 2.36 115 | 4.75 145 | 2.89 151 | 2.70 146 | 4.26 73 | 0.58 22 | 0.04 293 | 0.14 425 | 0.00 1 | 0.44 567 | 0.47 420 | 1.52 563 |
|
| CAS++ |  | 4.07 229 | 1.67 375 | 6.02 242 | 4.17 244 | 1.02 189 | 4.26 128 | 1.68 214 | 19.10 408 | 10.01 291 | 9.18 284 | 9.17 237 | 1.98 108 | 1.41 85 | 9.54 247 | 1.73 169 | 0.02 232 | 0.05 212 | 0.00 1 | 0.00 1 | 0.32 351 | 0.11 203 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| GCAP-Stereo-DPT-50K |  | 4.15 230 | 9.32 621 | 33.97 647 | 2.49 70 | 3.65 431 | 2.87 58 | 1.51 180 | 8.07 147 | 2.71 80 | 2.04 98 | 4.75 145 | 3.05 153 | 3.21 162 | 2.20 11 | 0.66 34 | 0.03 272 | 0.19 463 | 0.00 1 | 0.41 555 | 0.75 507 | 1.05 534 |
|
| plain |  | 4.15 230 | 1.67 375 | 9.97 454 | 4.86 308 | 2.97 399 | 3.27 80 | 1.41 164 | 8.20 152 | 5.51 187 | 3.37 159 | 16.69 342 | 3.03 152 | 2.71 147 | 14.44 472 | 3.91 333 | 0.14 388 | 0.00 1 | 0.03 308 | 0.01 207 | 0.69 491 | 0.14 242 |
|
| PSi22 |  | 4.19 232 | 1.37 256 | 4.15 116 | 3.83 222 | 0.37 52 | 4.56 147 | 0.25 55 | 7.21 114 | 15.42 369 | 4.31 192 | 6.96 207 | 13.76 400 | 5.93 305 | 13.23 441 | 1.88 182 | 0.00 1 | 0.02 108 | 0.00 1 | 0.00 1 | 0.37 378 | 0.20 312 |
|
| DVStereo |   | 4.23 233 | 1.38 262 | 5.58 220 | 3.85 225 | 1.58 270 | 10.80 406 | 1.02 129 | 11.59 237 | 5.65 191 | 11.75 316 | 9.98 245 | 4.54 199 | 3.29 169 | 9.83 259 | 3.01 276 | 0.05 319 | 0.18 456 | 0.08 388 | 0.23 476 | 0.08 143 | 0.06 133 |
|
| quiztm |  | 4.28 234 | 1.71 386 | 5.37 191 | 4.86 308 | 5.11 525 | 4.60 156 | 2.84 348 | 13.08 278 | 7.79 247 | 8.37 272 | 11.40 280 | 6.75 261 | 2.57 142 | 7.18 148 | 2.59 247 | 0.80 569 | 0.03 149 | 0.00 1 | 0.07 363 | 0.41 396 | 0.11 203 |
|
| MIF-Stereo (partial) |  | 4.33 235 | 1.23 206 | 7.27 299 | 5.04 319 | 5.31 543 | 3.47 89 | 0.95 124 | 9.06 181 | 7.41 239 | 4.15 191 | 15.76 329 | 5.38 221 | 5.22 278 | 11.56 343 | 4.21 347 | 0.04 293 | 0.02 108 | 0.05 342 | 0.03 278 | 0.34 365 | 0.12 214 |
|
| MyStereo07 |  | 4.38 236 | 1.92 437 | 5.06 165 | 6.09 424 | 4.31 475 | 6.54 319 | 9.96 561 | 15.35 329 | 5.15 175 | 4.34 195 | 5.65 185 | 3.15 156 | 5.77 300 | 11.33 332 | 1.81 177 | 0.06 340 | 0.10 357 | 0.03 308 | 0.04 302 | 0.63 480 | 0.30 380 |
|
| XX-TBD |  | 4.45 237 | 10.67 637 | 3.01 25 | 10.28 592 | 0.57 102 | 5.84 273 | 0.07 19 | 7.57 127 | 12.24 319 | 11.43 314 | 14.74 316 | 4.07 182 | 1.66 98 | 4.51 85 | 2.05 203 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.26 298 | 0.01 8 |
|
| rvit_stereo_0083 |  | 4.53 238 | 1.94 441 | 9.94 452 | 7.12 492 | 1.67 283 | 4.98 197 | 2.80 345 | 8.25 155 | 18.22 414 | 4.76 211 | 7.78 221 | 6.41 252 | 4.87 256 | 7.54 162 | 3.74 321 | 0.11 374 | 0.04 173 | 0.00 1 | 0.01 207 | 0.24 282 | 0.16 272 |
|
| FE-Mocha |  | 4.54 239 | 2.08 469 | 9.99 456 | 4.36 271 | 2.16 337 | 4.76 178 | 0.81 110 | 13.59 290 | 4.81 157 | 13.39 364 | 11.04 274 | 11.38 348 | 3.45 173 | 5.97 113 | 2.12 216 | 0.03 272 | 0.14 425 | 0.14 453 | 0.38 548 | 0.12 195 | 0.18 291 |
|
| Reg-Stereo(zero) |  | 4.54 239 | 0.68 34 | 4.39 127 | 3.20 150 | 1.30 232 | 3.29 82 | 0.89 119 | 16.64 356 | 12.89 329 | 10.01 293 | 10.70 268 | 10.29 330 | 4.51 230 | 8.83 220 | 2.63 252 | 0.01 145 | 0.14 425 | 0.00 1 | 0.13 416 | 0.03 49 | 0.17 281 |
|
| NLMM |  | 4.55 241 | 1.18 190 | 5.44 196 | 3.48 181 | 5.88 575 | 13.44 461 | 1.59 196 | 11.98 243 | 8.84 272 | 4.92 217 | 5.44 176 | 6.20 241 | 5.05 268 | 9.85 260 | 7.60 443 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.09 154 | 0.10 185 |
|
| WQFJA1 |  | 4.56 242 | 1.18 190 | 5.44 196 | 3.48 181 | 5.88 575 | 13.44 461 | 1.59 196 | 11.97 242 | 8.85 273 | 4.92 217 | 5.44 176 | 6.20 241 | 5.05 268 | 10.03 268 | 7.60 443 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.09 154 | 0.10 185 |
|
| WCG-NET(raft) |  | 4.57 243 | 1.16 184 | 6.01 241 | 2.95 125 | 0.19 4 | 5.09 212 | 2.01 287 | 10.28 212 | 15.34 367 | 8.64 279 | 11.43 281 | 9.63 320 | 5.06 270 | 10.96 307 | 2.19 220 | 0.00 1 | 0.13 408 | 0.00 1 | 0.01 207 | 0.14 210 | 0.12 214 |
|
| SE |  | 4.60 244 | 1.47 289 | 5.19 176 | 4.23 252 | 0.85 167 | 9.99 384 | 4.88 430 | 12.51 255 | 10.59 296 | 10.28 299 | 11.98 289 | 4.92 208 | 5.94 306 | 3.97 62 | 1.76 172 | 2.49 632 | 0.07 280 | 0.26 506 | 0.19 454 | 0.37 378 | 0.12 214 |
|
| CREStereo++_RVC |  | 4.61 245 | 0.99 132 | 3.70 76 | 4.08 236 | 2.01 327 | 3.94 109 | 0.10 29 | 9.10 182 | 16.94 393 | 8.65 280 | 16.77 344 | 4.46 192 | 2.18 120 | 5.72 106 | 3.12 288 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 689 | 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 |  | 4.68 246 | 1.09 161 | 5.54 211 | 4.07 233 | 5.82 570 | 10.92 413 | 3.99 393 | 10.31 213 | 10.17 292 | 5.90 233 | 4.99 158 | 5.79 231 | 5.18 275 | 12.80 420 | 6.89 424 | 0.01 145 | 0.00 1 | 0.01 257 | 0.00 1 | 0.15 218 | 0.06 133 |
|
| iRaftStereo_RVC |  | 4.68 246 | 1.51 311 | 6.89 282 | 4.91 313 | 0.72 146 | 5.26 222 | 0.46 74 | 17.60 370 | 10.47 295 | 9.53 288 | 15.13 321 | 5.75 229 | 3.24 165 | 8.93 224 | 2.22 223 | 0.00 1 | 0.09 336 | 0.00 1 | 0.00 1 | 0.46 413 | 0.41 421 |
|
| WQFJX |  | 4.69 248 | 1.22 201 | 5.36 190 | 3.29 162 | 5.73 566 | 14.19 478 | 1.93 276 | 11.24 234 | 8.68 266 | 5.78 231 | 5.47 179 | 5.72 228 | 5.99 312 | 12.05 374 | 6.87 422 | 0.02 232 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 189 | 0.15 263 |
|
| Former-RAFT_DAM_RVC |  | 4.69 248 | 2.56 507 | 8.72 381 | 4.26 260 | 3.52 426 | 9.22 377 | 1.48 171 | 13.54 288 | 18.88 421 | 7.47 261 | 7.08 209 | 2.04 115 | 2.24 122 | 9.66 252 | 2.27 226 | 0.05 319 | 0.02 108 | 0.07 377 | 0.00 1 | 0.53 449 | 0.21 324 |
|
| TANstereo |  | 4.70 250 | 1.08 155 | 4.01 100 | 3.53 189 | 0.47 78 | 14.26 479 | 0.15 42 | 8.67 174 | 12.54 322 | 12.50 329 | 18.43 364 | 5.20 215 | 4.54 233 | 5.68 104 | 2.07 206 | 0.00 1 | 0.13 408 | 0.00 1 | 0.01 207 | 0.02 10 | 0.63 474 |
|
| Weightmod |  | 4.73 251 | 1.47 289 | 4.38 126 | 2.73 96 | 2.87 388 | 10.79 405 | 1.76 246 | 11.42 235 | 9.66 282 | 8.14 265 | 10.48 264 | 9.45 316 | 6.51 339 | 9.57 249 | 3.48 307 | 0.87 579 | 0.25 514 | 0.06 365 | 0.02 251 | 0.55 456 | 0.18 291 |
|
| rvit_stereo_ft |  | 4.73 251 | 2.68 513 | 9.30 419 | 11.34 619 | 2.74 380 | 4.18 123 | 8.45 535 | 9.77 200 | 9.90 290 | 4.04 186 | 6.26 193 | 6.73 259 | 4.72 249 | 8.99 228 | 5.03 379 | 0.01 145 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 312 | 0.09 173 |
|
| MSKI-zero shot |  | 4.76 253 | 1.56 335 | 5.98 239 | 5.14 337 | 1.13 208 | 6.55 321 | 1.55 190 | 12.76 267 | 8.06 251 | 10.44 302 | 11.50 282 | 13.47 396 | 2.38 131 | 12.07 380 | 1.90 184 | 0.01 145 | 0.20 469 | 0.02 288 | 0.29 512 | 0.14 210 | 0.14 242 |
|
| Weightmod_eth |  | 4.78 254 | 1.21 199 | 4.72 142 | 4.31 269 | 4.65 501 | 7.97 357 | 2.77 341 | 13.53 287 | 6.62 211 | 7.96 264 | 8.11 223 | 9.28 311 | 8.39 389 | 9.49 245 | 1.48 143 | 4.37 654 | 0.10 357 | 0.00 1 | 0.00 1 | 0.51 441 | 0.18 291 |
|
| NLSM1 |  | 4.91 255 | 1.17 187 | 5.72 227 | 4.31 269 | 5.71 565 | 13.78 467 | 1.41 164 | 14.12 305 | 9.85 288 | 5.22 224 | 10.88 273 | 4.43 191 | 4.74 251 | 10.99 308 | 5.64 399 | 0.00 1 | 0.00 1 | 0.01 257 | 0.00 1 | 0.09 154 | 0.04 86 |
|
| GGDA |   | 4.98 256 | 1.35 253 | 5.28 182 | 3.28 160 | 1.27 229 | 5.60 248 | 1.68 214 | 13.06 277 | 14.02 346 | 10.05 294 | 15.39 324 | 7.15 272 | 5.21 277 | 11.58 345 | 4.40 355 | 0.01 145 | 0.01 47 | 0.01 257 | 0.00 1 | 0.11 189 | 0.05 118 |
|
| NLCSM |  | 4.99 257 | 1.39 265 | 5.75 228 | 5.86 399 | 5.86 574 | 11.21 419 | 3.80 388 | 10.71 225 | 8.54 265 | 8.36 271 | 5.25 167 | 4.57 200 | 6.65 342 | 13.57 452 | 7.59 442 | 0.29 465 | 0.01 47 | 0.00 1 | 0.01 207 | 0.24 282 | 0.13 231 |
|
| MM-Stereo_test1 |  | 5.04 258 | 1.17 187 | 6.08 244 | 5.38 364 | 0.80 161 | 4.99 200 | 7.07 509 | 13.43 286 | 12.00 314 | 12.94 349 | 10.20 255 | 5.92 234 | 6.69 343 | 11.26 330 | 2.19 220 | 0.01 145 | 0.11 379 | 0.00 1 | 0.00 1 | 0.42 400 | 0.07 151 |
|
| sCroCo_RVC |  | 5.06 259 | 3.29 536 | 16.45 570 | 10.72 601 | 6.64 593 | 5.83 271 | 2.74 339 | 9.67 194 | 8.06 251 | 3.66 169 | 9.20 238 | 4.81 204 | 4.95 261 | 8.12 187 | 4.64 363 | 0.64 548 | 0.50 581 | 0.06 365 | 0.03 278 | 0.70 494 | 0.42 424 |
|
| RT-Monster |  | 5.07 260 | 1.10 163 | 4.69 139 | 3.44 174 | 4.24 466 | 5.19 217 | 0.81 110 | 12.47 252 | 19.77 427 | 13.38 363 | 13.37 305 | 9.84 323 | 3.27 166 | 7.69 166 | 1.91 186 | 0.04 293 | 0.08 317 | 0.00 1 | 0.00 1 | 0.05 94 | 0.12 214 |
|
| RAFT-Stereo-weight |  | 5.07 260 | 0.93 118 | 5.57 217 | 4.24 254 | 0.72 146 | 6.05 297 | 1.63 205 | 17.77 375 | 17.16 394 | 10.99 310 | 10.22 257 | 12.06 366 | 1.67 99 | 9.25 238 | 2.69 255 | 0.06 340 | 0.11 379 | 0.00 1 | 0.00 1 | 0.15 218 | 0.12 214 |
|
| tg |  | 5.09 262 | 1.48 296 | 6.73 269 | 4.83 303 | 1.23 225 | 7.57 351 | 0.49 76 | 18.35 389 | 11.87 310 | 9.28 286 | 14.61 313 | 7.15 272 | 4.12 202 | 10.58 282 | 2.74 258 | 0.00 1 | 0.04 173 | 0.00 1 | 0.00 1 | 0.45 407 | 0.36 407 |
|
| model_zeroshot |  | 5.12 263 | 1.53 317 | 9.70 444 | 5.33 360 | 1.54 269 | 8.71 370 | 2.23 303 | 15.60 336 | 8.29 259 | 13.74 368 | 10.02 250 | 10.57 334 | 2.97 154 | 8.47 195 | 2.61 248 | 0.02 232 | 0.18 456 | 0.14 453 | 0.25 492 | 0.06 101 | 0.34 398 |
|
| AE-Stereo |  | 5.15 264 | 1.56 335 | 7.99 338 | 8.70 543 | 2.18 338 | 9.12 376 | 3.02 355 | 11.78 239 | 13.30 338 | 4.34 195 | 12.84 298 | 10.83 337 | 4.53 231 | 8.71 211 | 2.82 265 | 0.04 293 | 0.44 565 | 0.05 342 | 0.33 533 | 0.20 251 | 0.17 281 |
|
| 4D-IteraStereo |  | 5.15 264 | 1.47 289 | 7.98 336 | 4.89 312 | 4.69 502 | 6.25 303 | 1.85 264 | 13.23 279 | 16.30 384 | 14.18 374 | 11.26 277 | 8.33 299 | 1.61 92 | 8.07 182 | 2.42 233 | 0.00 1 | 0.05 212 | 0.08 388 | 0.01 207 | 0.19 247 | 0.15 263 |
|
| ManiGeoR |   | 5.19 266 | 1.66 372 | 8.59 374 | 3.09 140 | 3.05 402 | 5.94 283 | 1.66 210 | 19.05 405 | 9.74 284 | 6.25 240 | 14.27 310 | 6.24 244 | 4.97 263 | 12.44 398 | 6.57 417 | 0.01 145 | 0.00 1 | 0.05 342 | 0.00 1 | 0.15 218 | 0.03 55 |
|
| HLf10 |  | 5.19 266 | 1.66 372 | 8.59 374 | 3.09 140 | 3.05 402 | 5.94 283 | 1.66 210 | 19.05 405 | 9.74 284 | 6.25 240 | 14.27 310 | 6.24 244 | 4.97 263 | 12.44 398 | 6.57 417 | 0.01 145 | 0.00 1 | 0.05 342 | 0.00 1 | 0.15 218 | 0.03 55 |
|
| CAS |  | 5.20 268 | 0.78 59 | 3.30 44 | 17.06 660 | 7.59 619 | 8.07 360 | 6.31 476 | 9.46 190 | 9.09 275 | 4.57 202 | 10.67 266 | 1.91 107 | 1.22 74 | 4.18 70 | 2.16 218 | 10.33 680 | 0.02 108 | 0.00 1 | 0.02 251 | 0.44 405 | 6.83 652 |
|
| test_1 |  | 5.20 268 | 1.06 145 | 7.72 323 | 4.21 251 | 0.59 106 | 6.69 324 | 3.03 356 | 12.98 273 | 17.51 403 | 12.35 327 | 8.66 228 | 13.20 387 | 4.12 202 | 9.00 230 | 2.11 213 | 0.00 1 | 0.05 212 | 0.00 1 | 0.32 528 | 0.25 287 | 0.18 291 |
|
| NLMM1 |  | 5.21 270 | 1.29 229 | 6.55 262 | 3.79 219 | 5.49 552 | 12.43 442 | 3.31 368 | 12.18 247 | 15.22 362 | 7.19 260 | 8.46 225 | 5.22 216 | 4.60 238 | 12.03 370 | 6.29 413 | 0.00 1 | 0.02 108 | 0.00 1 | 0.00 1 | 0.10 178 | 0.07 151 |
|
| test-3 |  | 5.21 270 | 1.06 145 | 7.71 322 | 4.19 249 | 0.59 106 | 6.72 327 | 3.01 354 | 12.96 271 | 17.49 402 | 12.53 337 | 8.65 226 | 13.20 387 | 4.14 204 | 9.00 230 | 2.11 213 | 0.00 1 | 0.05 212 | 0.00 1 | 0.32 528 | 0.25 287 | 0.18 291 |
|
| EAI-Stereo |  | 5.21 270 | 1.74 392 | 8.46 366 | 5.69 382 | 1.37 253 | 5.67 262 | 3.52 377 | 18.77 398 | 5.65 191 | 9.75 289 | 16.08 333 | 6.36 250 | 3.57 182 | 11.73 358 | 3.64 314 | 0.01 145 | 0.33 543 | 0.03 308 | 1.06 616 | 0.21 256 | 0.65 482 |
|
| TestStereo_HL2 |  | 5.22 273 | 1.38 262 | 5.53 208 | 3.26 156 | 1.86 307 | 5.59 246 | 2.00 285 | 12.91 269 | 13.35 341 | 10.93 309 | 18.83 371 | 7.13 270 | 5.06 270 | 11.93 367 | 4.59 361 | 0.01 145 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 143 | 0.02 21 |
|
| tt1 |  | 5.27 274 | 1.99 448 | 5.11 167 | 6.02 420 | 0.26 10 | 10.59 400 | 4.22 407 | 18.45 391 | 16.31 385 | 6.75 247 | 8.95 232 | 4.75 203 | 9.15 406 | 10.82 300 | 1.61 158 | 0.00 1 | 0.05 212 | 0.00 1 | 0.04 302 | 0.26 298 | 0.14 242 |
|
| IGEV-FE |  | 5.28 275 | 2.03 463 | 14.26 540 | 6.10 427 | 1.33 243 | 4.32 130 | 1.03 132 | 14.46 306 | 6.50 207 | 13.33 361 | 11.86 285 | 11.00 339 | 3.47 176 | 10.71 291 | 3.65 316 | 0.03 272 | 0.22 487 | 0.15 460 | 0.26 498 | 0.80 512 | 0.20 312 |
|
| ACVNet-DCA |  | 5.28 275 | 2.00 450 | 4.99 158 | 5.89 401 | 0.26 10 | 10.85 408 | 5.38 439 | 20.20 421 | 11.88 311 | 6.95 253 | 10.01 246 | 4.49 194 | 9.78 421 | 10.79 295 | 1.59 155 | 0.00 1 | 0.05 212 | 0.00 1 | 0.04 302 | 0.25 287 | 0.20 312 |
|
| IGEV_Zeroshot_test |  | 5.28 275 | 2.03 463 | 14.26 540 | 6.09 424 | 1.33 243 | 4.32 130 | 1.03 132 | 14.46 306 | 6.50 207 | 13.33 361 | 11.89 286 | 11.01 340 | 3.45 173 | 10.71 291 | 3.64 314 | 0.03 272 | 0.22 487 | 0.15 460 | 0.26 498 | 0.80 512 | 0.20 312 |
|
| HLf8 |  | 5.31 278 | 1.68 381 | 7.70 321 | 3.15 145 | 2.75 381 | 7.19 339 | 1.88 267 | 17.68 372 | 16.71 389 | 7.82 262 | 13.88 307 | 6.00 237 | 3.75 190 | 11.89 366 | 3.81 327 | 0.01 145 | 0.00 1 | 0.01 257 | 0.00 1 | 0.15 218 | 0.04 86 |
|
| RCA-Stereo |  | 5.32 279 | 1.08 155 | 5.91 235 | 4.29 267 | 0.51 89 | 5.65 252 | 4.12 400 | 16.97 360 | 18.67 419 | 8.27 269 | 14.16 308 | 8.86 304 | 8.90 401 | 6.45 124 | 2.18 219 | 0.00 1 | 0.07 280 | 0.10 419 | 0.00 1 | 0.10 178 | 0.07 151 |
|
| cc1 |  | 5.34 280 | 2.00 450 | 4.99 158 | 5.89 401 | 0.26 10 | 10.85 408 | 5.38 439 | 17.85 379 | 15.48 371 | 6.95 253 | 10.01 246 | 4.49 194 | 9.78 421 | 10.79 295 | 1.59 155 | 0.00 1 | 0.05 212 | 0.00 1 | 0.04 302 | 0.30 329 | 0.13 231 |
|
| PMTNet |  | 5.36 281 | 0.97 126 | 3.42 53 | 1.97 13 | 1.30 232 | 8.96 371 | 0.69 96 | 12.33 249 | 12.16 316 | 8.50 276 | 11.35 278 | 6.09 238 | 4.50 229 | 9.34 242 | 2.70 256 | 22.71 696 | 0.01 47 | 0.04 331 | 0.02 251 | 0.06 101 | 0.01 8 |
|
| cross-raft |  | 5.37 282 | 1.23 206 | 6.66 267 | 5.91 406 | 1.25 226 | 6.00 289 | 1.48 171 | 15.82 342 | 7.70 245 | 12.95 350 | 20.80 406 | 11.63 351 | 4.42 216 | 8.59 200 | 2.23 224 | 0.01 145 | 0.21 477 | 0.00 1 | 0.22 467 | 0.21 256 | 0.10 185 |
|
| xyz-stereo-finetune |  | 5.39 283 | 1.47 289 | 5.53 208 | 2.65 88 | 0.30 23 | 11.94 430 | 3.28 361 | 12.96 271 | 21.28 447 | 8.14 265 | 12.32 294 | 6.19 240 | 3.62 187 | 11.80 362 | 5.98 405 | 0.01 145 | 0.02 108 | 0.00 1 | 0.02 251 | 0.16 229 | 0.04 86 |
|
| TestStereo-Hl |   | 5.40 284 | 1.33 244 | 5.55 212 | 3.00 132 | 0.89 175 | 5.51 236 | 4.03 396 | 14.53 309 | 13.48 342 | 10.10 296 | 16.08 333 | 8.99 306 | 8.18 385 | 12.60 411 | 3.48 307 | 0.05 319 | 0.03 149 | 0.01 257 | 0.00 1 | 0.16 229 | 0.06 133 |
|
| HH |  | 5.47 285 | 2.08 469 | 9.00 396 | 4.88 310 | 1.07 199 | 4.93 192 | 3.60 384 | 16.68 357 | 6.83 216 | 8.39 273 | 12.14 291 | 15.05 418 | 9.06 404 | 12.68 412 | 1.93 189 | 0.02 232 | 0.17 448 | 0.18 475 | 0.00 1 | 0.28 312 | 0.48 443 |
|
| HanStereo |  | 5.47 285 | 2.08 469 | 9.00 396 | 4.88 310 | 1.07 199 | 4.93 192 | 3.60 384 | 16.68 357 | 6.83 216 | 8.39 273 | 12.14 291 | 15.05 418 | 9.06 404 | 12.68 412 | 1.93 189 | 0.02 232 | 0.17 448 | 0.18 475 | 0.00 1 | 0.28 312 | 0.48 443 |
|
| test_4 |  | 5.47 285 | 0.98 127 | 5.56 216 | 6.55 458 | 0.62 113 | 5.53 239 | 1.88 267 | 11.68 238 | 6.00 197 | 12.60 341 | 30.86 537 | 7.48 284 | 3.87 192 | 12.25 390 | 2.97 273 | 0.00 1 | 0.07 280 | 0.03 308 | 0.14 422 | 0.34 365 | 0.04 86 |
|
| HUI-Stereo |  | 5.48 288 | 1.74 392 | 9.01 398 | 5.08 325 | 0.42 67 | 5.65 252 | 2.77 341 | 12.55 261 | 7.03 229 | 12.54 339 | 18.10 358 | 13.07 385 | 6.71 344 | 9.92 263 | 3.74 321 | 0.61 541 | 0.08 317 | 0.09 400 | 0.00 1 | 0.22 260 | 0.23 343 |
|
| RAFT-Stereo + iAFF |  | 5.48 288 | 1.66 372 | 7.56 312 | 3.49 183 | 0.40 59 | 2.75 52 | 0.67 92 | 16.07 348 | 14.76 357 | 12.27 324 | 18.67 369 | 11.95 361 | 8.08 383 | 7.84 174 | 2.89 267 | 0.01 145 | 0.06 251 | 0.00 1 | 0.00 1 | 0.37 378 | 0.04 86 |
|
| ROB_FTStereo |  | 5.49 290 | 1.74 392 | 8.96 393 | 5.09 326 | 0.42 67 | 5.65 252 | 1.68 214 | 12.53 260 | 7.00 222 | 12.53 337 | 18.00 355 | 13.02 381 | 6.74 347 | 11.51 340 | 3.81 327 | 0.60 537 | 0.09 336 | 0.09 400 | 0.00 1 | 0.22 260 | 0.22 332 |
|
| PSM-adaLoss |  | 5.50 291 | 1.74 392 | 9.03 403 | 5.09 326 | 0.42 67 | 5.66 257 | 1.98 284 | 12.50 253 | 7.01 227 | 12.52 331 | 18.13 361 | 12.96 377 | 6.77 352 | 11.11 316 | 3.83 329 | 0.72 554 | 0.09 336 | 0.09 400 | 0.00 1 | 0.22 260 | 0.22 332 |
|
| ROB_FTStereo_v2 |  | 5.53 292 | 1.74 392 | 8.97 395 | 5.09 326 | 0.42 67 | 5.64 251 | 2.02 288 | 12.50 253 | 7.00 222 | 12.51 330 | 18.10 358 | 12.99 378 | 6.72 345 | 11.50 339 | 4.04 345 | 0.70 550 | 0.09 336 | 0.09 400 | 0.00 1 | 0.22 260 | 0.23 343 |
|
| CRE-IMP |  | 5.53 292 | 1.63 365 | 9.62 433 | 5.65 377 | 0.48 83 | 7.02 336 | 1.70 219 | 11.84 240 | 8.33 261 | 12.99 353 | 16.02 332 | 11.08 342 | 6.23 322 | 12.06 377 | 5.06 380 | 0.28 463 | 0.07 280 | 0.09 400 | 0.00 1 | 0.24 282 | 0.21 324 |
|
| RAFT-IKP |  | 5.53 292 | 1.74 392 | 8.95 390 | 5.09 326 | 0.41 62 | 5.45 233 | 2.08 293 | 12.52 257 | 7.00 222 | 12.52 331 | 18.13 361 | 12.93 376 | 6.79 353 | 11.59 348 | 3.99 340 | 0.80 569 | 0.09 336 | 0.09 400 | 0.00 1 | 0.22 260 | 0.22 332 |
|
| LL-Strereo2 |  | 5.54 295 | 2.17 480 | 9.12 409 | 5.65 377 | 2.54 364 | 6.48 315 | 2.27 307 | 15.08 320 | 7.79 247 | 10.99 310 | 10.26 258 | 15.94 432 | 3.50 180 | 13.25 442 | 3.63 313 | 0.00 1 | 0.13 408 | 1.34 614 | 0.10 398 | 0.30 329 | 0.19 307 |
|
| iGMRVC |  | 5.54 295 | 1.74 392 | 9.01 398 | 5.09 326 | 0.42 67 | 5.66 257 | 1.81 259 | 12.61 264 | 7.02 228 | 12.52 331 | 18.11 360 | 13.02 381 | 6.64 341 | 11.57 344 | 4.16 346 | 0.82 573 | 0.09 336 | 0.09 400 | 0.00 1 | 0.22 260 | 0.21 324 |
|
| Gwc-CoAtRS |  | 5.54 295 | 1.22 201 | 8.40 359 | 4.28 263 | 1.36 252 | 6.93 333 | 1.31 153 | 15.48 331 | 15.03 359 | 12.62 342 | 13.32 303 | 12.74 374 | 5.71 298 | 8.61 201 | 2.98 275 | 0.01 145 | 0.22 487 | 0.00 1 | 0.29 512 | 0.28 312 | 0.07 151 |
|
| test_3 |  | 5.55 298 | 1.02 136 | 8.07 343 | 6.18 432 | 0.54 96 | 9.00 372 | 3.28 361 | 13.55 289 | 18.66 418 | 11.97 321 | 8.89 231 | 13.98 402 | 4.05 200 | 8.96 226 | 2.10 212 | 0.00 1 | 0.05 212 | 0.00 1 | 0.31 525 | 0.26 298 | 0.18 291 |
|
| CFNet-RSSM |  | 5.55 298 | 1.08 155 | 8.60 376 | 4.30 268 | 1.21 222 | 6.42 314 | 1.25 147 | 16.12 349 | 17.84 407 | 13.12 354 | 11.14 276 | 11.84 356 | 5.52 287 | 9.14 235 | 2.35 230 | 0.01 145 | 0.20 469 | 0.00 1 | 0.36 541 | 0.34 365 | 0.07 151 |
|
| TestStereo_HLe17 |  | 5.56 300 | 1.69 384 | 9.09 407 | 3.07 137 | 2.43 357 | 7.21 340 | 2.98 352 | 17.93 382 | 16.13 383 | 8.49 275 | 16.14 336 | 5.57 227 | 4.29 211 | 12.87 422 | 3.21 295 | 0.04 293 | 0.00 1 | 0.01 257 | 0.00 1 | 0.10 178 | 0.04 86 |
|
| Patchmatch Stereo++ |  | 5.56 300 | 1.74 392 | 9.01 398 | 5.09 326 | 0.41 62 | 5.66 257 | 2.40 319 | 12.52 257 | 7.00 222 | 12.52 331 | 18.08 356 | 13.02 381 | 6.74 347 | 11.59 348 | 4.01 342 | 0.78 563 | 0.09 336 | 0.09 400 | 0.00 1 | 0.22 260 | 0.22 332 |
| 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 |  | 5.56 300 | 1.74 392 | 9.01 398 | 5.09 326 | 0.41 62 | 5.66 257 | 2.40 319 | 12.52 257 | 7.00 222 | 12.52 331 | 18.08 356 | 13.02 381 | 6.74 347 | 11.59 348 | 4.01 342 | 0.78 563 | 0.09 336 | 0.09 400 | 0.00 1 | 0.22 260 | 0.22 332 |
|
| raftrobust |  | 5.56 300 | 1.42 273 | 6.00 240 | 7.04 486 | 5.11 525 | 4.90 191 | 1.88 267 | 17.13 363 | 13.72 344 | 11.87 318 | 11.58 283 | 7.82 287 | 9.21 407 | 10.28 273 | 2.92 271 | 0.02 232 | 0.05 212 | 0.00 1 | 0.00 1 | 0.22 260 | 0.11 203 |
|
| 1test111 |  | 5.59 304 | 2.00 450 | 4.99 158 | 5.89 401 | 0.26 10 | 10.85 408 | 5.38 439 | 20.20 421 | 11.88 311 | 6.95 253 | 10.01 246 | 4.49 194 | 9.78 421 | 11.09 314 | 7.45 435 | 0.00 1 | 0.05 212 | 0.00 1 | 0.04 302 | 0.25 287 | 0.20 312 |
|
| xyz-stereo-finetune2 |  | 5.60 305 | 1.64 366 | 5.87 233 | 2.44 62 | 0.32 28 | 15.39 504 | 1.90 272 | 10.59 223 | 5.28 179 | 10.58 303 | 17.82 353 | 7.37 282 | 8.93 402 | 14.86 481 | 8.46 471 | 0.01 145 | 0.02 108 | 0.08 388 | 0.14 422 | 0.23 275 | 0.04 86 |
|
| test-1 |  | 5.62 306 | 1.53 317 | 14.78 551 | 7.44 505 | 1.11 204 | 7.99 358 | 1.19 141 | 13.03 275 | 12.04 315 | 9.39 287 | 15.23 323 | 11.15 345 | 5.56 290 | 7.06 145 | 3.57 309 | 0.07 351 | 0.50 581 | 0.00 1 | 0.10 398 | 0.16 229 | 0.47 439 |
|
| DeepStereo_RVC |  | 5.65 307 | 1.65 368 | 9.06 405 | 5.21 350 | 0.56 100 | 5.55 244 | 1.84 263 | 12.16 246 | 7.22 233 | 13.94 370 | 14.96 319 | 12.58 370 | 10.27 430 | 11.25 329 | 5.81 403 | 0.39 495 | 0.10 357 | 0.11 432 | 0.00 1 | 0.18 243 | 0.22 332 |
|
| HLF11 |  | 5.67 308 | 1.55 325 | 8.56 371 | 3.38 170 | 3.06 404 | 4.57 150 | 1.23 145 | 18.20 388 | 9.49 281 | 9.83 291 | 16.96 345 | 7.53 286 | 4.93 260 | 15.35 488 | 8.47 472 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.23 275 | 0.01 8 |
|
| MM-Stereo_test3 |  | 5.71 309 | 1.22 201 | 5.59 221 | 5.84 398 | 5.43 549 | 4.74 175 | 6.54 490 | 19.30 410 | 23.72 480 | 8.53 277 | 11.36 279 | 7.15 272 | 2.84 152 | 8.62 203 | 2.51 242 | 0.05 319 | 0.07 280 | 0.00 1 | 0.00 1 | 0.45 407 | 0.17 281 |
|
| EKT-Stereo |  | 5.73 310 | 1.42 273 | 7.85 327 | 7.16 494 | 5.35 545 | 5.22 218 | 4.41 411 | 18.13 387 | 14.05 347 | 8.77 281 | 12.85 299 | 9.55 318 | 4.26 210 | 11.19 325 | 2.45 239 | 0.45 509 | 0.23 495 | 0.07 377 | 0.10 398 | 0.16 229 | 0.87 515 |
|
| NRIStereo |  | 5.73 310 | 1.67 375 | 8.42 361 | 5.72 388 | 0.41 62 | 6.71 326 | 2.60 332 | 14.73 315 | 10.71 300 | 12.39 328 | 15.07 320 | 11.58 350 | 6.23 322 | 12.06 377 | 4.78 367 | 0.61 541 | 0.17 448 | 0.11 432 | 0.00 1 | 0.28 312 | 0.27 367 |
|
| rvit_0105_6 |  | 5.74 312 | 2.76 514 | 14.29 542 | 9.83 577 | 1.73 289 | 5.18 216 | 5.24 434 | 10.21 211 | 20.31 433 | 6.26 242 | 6.78 199 | 10.10 329 | 6.43 333 | 11.20 327 | 3.33 301 | 0.18 407 | 0.29 528 | 0.00 1 | 0.00 1 | 0.51 441 | 0.14 242 |
|
| RAFT-Test |  | 5.75 313 | 1.32 241 | 6.77 276 | 4.07 233 | 1.71 287 | 9.95 383 | 1.56 194 | 15.78 341 | 8.34 263 | 12.73 345 | 23.83 446 | 11.80 354 | 4.69 242 | 8.99 228 | 2.57 245 | 0.01 145 | 0.29 528 | 0.00 1 | 0.38 548 | 0.16 229 | 0.07 151 |
|
| Selective-RAFT |  | 5.78 314 | 0.83 77 | 10.24 465 | 6.70 469 | 0.72 146 | 15.49 509 | 1.13 137 | 13.82 303 | 15.41 368 | 6.97 257 | 6.97 208 | 11.63 351 | 8.27 387 | 12.32 392 | 4.73 365 | 0.10 367 | 0.01 47 | 0.00 1 | 0.26 498 | 0.07 126 | 0.03 55 |
|
| SMOE |  | 5.86 315 | 1.15 182 | 5.68 224 | 4.41 273 | 0.90 178 | 13.49 463 | 6.83 502 | 17.46 368 | 11.25 307 | 11.53 315 | 14.89 318 | 9.61 319 | 7.48 366 | 6.40 123 | 2.77 260 | 0.23 440 | 0.01 47 | 2.36 634 | 0.05 331 | 0.45 407 | 0.34 398 |
|
| 11t1 |  | 5.86 315 | 1.10 163 | 7.74 325 | 5.18 344 | 1.44 255 | 13.82 470 | 2.36 311 | 14.92 318 | 7.26 236 | 12.98 352 | 11.10 275 | 11.24 346 | 9.30 409 | 11.59 348 | 6.54 415 | 0.10 367 | 0.16 443 | 0.00 1 | 0.01 207 | 0.18 243 | 0.23 343 |
|
| s12784h |  | 5.87 317 | 0.88 98 | 4.11 112 | 3.01 133 | 0.51 89 | 18.49 562 | 0.98 127 | 18.89 402 | 17.60 404 | 12.52 331 | 12.46 295 | 7.87 290 | 5.01 267 | 11.05 312 | 3.13 290 | 0.73 558 | 0.01 47 | 0.04 331 | 0.00 1 | 0.07 126 | 0.01 8 |
|
| H2IRNET |  | 5.89 318 | 1.14 176 | 6.65 265 | 4.13 242 | 2.24 343 | 4.15 118 | 0.73 101 | 12.10 245 | 13.21 334 | 7.09 258 | 20.45 398 | 15.74 428 | 10.74 438 | 10.36 276 | 7.84 451 | 0.06 340 | 0.00 1 | 0.07 377 | 0.53 580 | 0.37 378 | 0.16 272 |
|
| anonymousdsp2 |  | 5.93 319 | 1.54 322 | 8.34 353 | 4.43 278 | 0.38 57 | 9.24 378 | 4.11 398 | 21.92 449 | 17.36 399 | 12.28 326 | 10.08 253 | 10.05 326 | 4.42 216 | 11.04 310 | 2.54 244 | 0.01 145 | 0.02 108 | 0.30 525 | 0.18 441 | 0.21 256 | 0.18 291 |
|
| GMStereo |   | 5.94 320 | 3.84 555 | 10.86 481 | 5.13 336 | 0.71 137 | 7.27 343 | 2.66 337 | 12.38 250 | 25.14 497 | 12.01 323 | 10.66 265 | 5.12 212 | 3.46 175 | 11.39 335 | 6.16 411 | 0.45 509 | 0.02 108 | 0.05 342 | 0.31 525 | 0.86 518 | 0.25 357 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| S0 |  | 5.95 321 | 1.20 196 | 5.32 186 | 4.51 281 | 2.78 384 | 18.26 557 | 13.84 616 | 12.84 268 | 7.10 231 | 11.37 313 | 13.26 302 | 8.10 296 | 5.94 306 | 8.70 210 | 2.58 246 | 1.95 618 | 0.27 522 | 0.15 460 | 0.07 363 | 0.45 407 | 0.20 312 |
|
| RALCasStereoNet |  | 5.95 321 | 2.02 460 | 7.09 292 | 7.06 487 | 5.10 524 | 6.36 311 | 5.44 445 | 13.97 304 | 13.25 336 | 9.93 292 | 17.45 349 | 10.37 332 | 3.89 193 | 11.64 353 | 4.24 350 | 0.02 232 | 0.46 572 | 0.10 419 | 0.00 1 | 0.20 251 | 0.31 388 |
|
| GMOStereo |  | 5.97 323 | 1.55 325 | 7.18 293 | 5.17 339 | 0.71 137 | 5.54 240 | 2.21 298 | 10.54 219 | 12.86 325 | 18.29 481 | 22.01 424 | 17.06 448 | 6.27 324 | 6.62 130 | 2.43 234 | 0.00 1 | 0.23 495 | 0.12 436 | 0.00 1 | 0.46 413 | 0.10 185 |
|
| error version |  | 5.97 323 | 1.55 325 | 7.18 293 | 5.17 339 | 0.71 137 | 5.54 240 | 2.21 298 | 10.54 219 | 12.86 325 | 18.29 481 | 22.01 424 | 17.06 448 | 6.27 324 | 6.62 130 | 2.43 234 | 0.00 1 | 0.23 495 | 0.12 436 | 0.00 1 | 0.46 413 | 0.10 185 |
|
| test-v |  | 5.97 323 | 1.55 325 | 7.18 293 | 5.17 339 | 0.71 137 | 5.54 240 | 2.21 298 | 10.54 219 | 12.86 325 | 18.29 481 | 22.01 424 | 17.06 448 | 6.27 324 | 6.62 130 | 2.43 234 | 0.00 1 | 0.23 495 | 0.12 436 | 0.00 1 | 0.46 413 | 0.10 185 |
|
| test-2 |  | 5.97 323 | 1.55 325 | 7.18 293 | 5.17 339 | 0.71 137 | 5.54 240 | 2.21 298 | 10.54 219 | 12.86 325 | 18.29 481 | 22.01 424 | 17.06 448 | 6.27 324 | 6.62 130 | 2.43 234 | 0.00 1 | 0.23 495 | 0.12 436 | 0.00 1 | 0.46 413 | 0.10 185 |
|
| xx1 |  | 5.99 327 | 2.00 450 | 4.99 158 | 5.89 401 | 0.26 10 | 10.85 408 | 5.38 439 | 17.84 377 | 15.48 371 | 6.95 253 | 10.01 246 | 16.02 435 | 11.15 450 | 10.79 295 | 1.59 155 | 0.00 1 | 0.05 212 | 0.02 288 | 0.05 331 | 0.25 287 | 0.20 312 |
|
| rafts_anoy |  | 6.02 328 | 1.67 375 | 6.27 256 | 6.53 455 | 4.98 514 | 5.30 224 | 2.53 327 | 13.77 300 | 21.01 441 | 12.70 344 | 16.23 338 | 8.56 302 | 5.65 296 | 9.09 233 | 5.22 386 | 0.04 293 | 0.31 535 | 0.09 400 | 0.03 278 | 0.25 287 | 0.17 281 |
|
| TestStereo |  | 6.02 328 | 2.55 506 | 7.33 305 | 5.57 373 | 1.68 286 | 6.05 297 | 1.78 252 | 13.73 297 | 16.40 388 | 10.87 308 | 23.79 445 | 9.00 307 | 5.63 295 | 11.26 330 | 3.96 337 | 0.09 359 | 0.01 47 | 0.00 1 | 0.00 1 | 0.69 491 | 0.01 8 |
|
| Any-RAFT |  | 6.04 330 | 1.16 184 | 4.52 132 | 4.47 279 | 1.20 220 | 10.46 392 | 1.97 283 | 21.84 444 | 15.52 373 | 11.21 312 | 19.37 377 | 13.34 390 | 4.72 249 | 8.65 207 | 2.03 202 | 0.01 145 | 0.19 463 | 0.00 1 | 0.00 1 | 0.04 78 | 0.08 166 |
|
| iRaft-Stereo_20w |  | 6.06 331 | 1.84 424 | 12.04 501 | 4.23 252 | 1.67 283 | 6.77 330 | 2.22 302 | 18.73 397 | 6.08 199 | 14.72 384 | 10.33 259 | 13.42 395 | 8.14 384 | 15.88 504 | 3.08 287 | 0.01 145 | 0.24 506 | 0.13 448 | 0.39 551 | 0.61 474 | 0.71 492 |
|
| DCRE |  | 6.07 332 | 1.75 401 | 8.41 360 | 7.20 495 | 3.82 442 | 6.48 315 | 4.18 406 | 15.52 333 | 10.42 294 | 9.24 285 | 22.47 434 | 11.71 353 | 5.46 284 | 10.62 286 | 3.02 279 | 0.02 232 | 0.26 518 | 0.05 342 | 0.30 520 | 0.15 218 | 0.24 350 |
|
| XX-Stereo |  | 6.14 333 | 1.47 289 | 9.11 408 | 11.87 626 | 6.76 597 | 3.27 80 | 0.93 122 | 15.13 322 | 5.43 184 | 8.79 283 | 28.46 500 | 13.71 399 | 2.22 121 | 11.51 340 | 2.07 206 | 0.20 419 | 0.24 506 | 0.08 388 | 0.29 512 | 1.04 532 | 0.13 231 |
|
| AFF-stereo |  | 6.17 334 | 1.61 354 | 7.02 289 | 4.08 236 | 0.64 117 | 3.53 95 | 0.76 105 | 16.00 346 | 13.14 332 | 12.86 346 | 25.42 462 | 15.67 427 | 7.86 376 | 11.12 317 | 3.21 295 | 0.02 232 | 0.06 251 | 0.00 1 | 0.00 1 | 0.40 393 | 0.08 166 |
|
| knoymous |  | 6.19 335 | 1.49 302 | 4.49 130 | 3.81 220 | 1.87 311 | 5.84 273 | 5.76 453 | 14.51 308 | 14.18 350 | 13.31 360 | 21.59 420 | 12.64 371 | 6.49 336 | 12.41 397 | 4.03 344 | 0.12 380 | 0.13 408 | 0.12 436 | 0.00 1 | 0.71 496 | 0.35 404 |
|
| TRStereo |  | 6.22 336 | 6.09 595 | 11.30 486 | 9.19 556 | 7.41 615 | 4.75 177 | 1.74 237 | 19.70 413 | 11.74 309 | 10.61 304 | 8.65 226 | 10.67 335 | 3.22 164 | 13.81 458 | 3.60 312 | 0.31 470 | 0.23 495 | 0.12 436 | 0.36 541 | 0.48 423 | 0.38 411 |
|
| AnonymousM |  | 6.33 337 | 11.42 645 | 3.06 30 | 3.93 228 | 1.49 262 | 4.54 146 | 3.29 363 | 11.00 231 | 7.70 245 | 16.52 437 | 9.38 241 | 9.07 308 | 3.97 196 | 7.10 146 | 3.01 276 | 0.43 505 | 0.07 280 | 22.69 692 | 7.67 678 | 0.06 101 | 0.21 324 |
|
| AIO-test1 |  | 6.38 338 | 1.41 272 | 5.70 226 | 9.77 573 | 5.61 556 | 9.09 374 | 1.79 253 | 21.63 442 | 20.69 437 | 6.75 247 | 17.68 351 | 8.19 297 | 4.99 265 | 10.38 277 | 3.16 291 | 0.01 145 | 0.01 47 | 0.00 1 | 0.13 416 | 0.28 312 | 0.26 361 |
|
| MyStereo06 |  | 6.40 339 | 1.76 407 | 13.15 516 | 6.19 433 | 4.40 483 | 7.09 337 | 9.95 559 | 16.68 357 | 6.98 221 | 12.91 347 | 10.76 272 | 17.84 469 | 5.71 298 | 9.97 266 | 3.39 304 | 0.06 340 | 0.10 357 | 0.02 288 | 0.04 302 | 0.73 501 | 0.29 377 |
|
| DCANet-4 |  | 6.41 340 | 1.02 136 | 9.66 438 | 3.41 172 | 0.68 126 | 4.73 170 | 1.70 219 | 17.70 373 | 24.33 490 | 15.10 395 | 20.25 392 | 6.45 254 | 8.65 393 | 8.47 195 | 5.31 390 | 0.01 145 | 0.04 173 | 0.00 1 | 0.00 1 | 0.09 154 | 0.63 474 |
|
| riskmin |  | 6.42 341 | 1.29 229 | 6.76 275 | 3.95 229 | 2.25 344 | 10.49 394 | 2.53 327 | 15.11 321 | 17.60 404 | 9.77 290 | 12.91 300 | 15.25 423 | 12.04 475 | 11.58 345 | 5.11 381 | 0.14 388 | 0.24 506 | 0.13 448 | 0.03 278 | 0.61 474 | 0.69 487 |
|
| DisPM |  | 6.43 342 | 1.31 237 | 8.36 355 | 6.61 464 | 1.06 198 | 5.83 271 | 3.82 390 | 13.04 276 | 11.63 308 | 16.38 432 | 23.88 448 | 12.80 375 | 6.50 337 | 13.03 436 | 3.04 281 | 0.51 524 | 0.01 47 | 0.08 388 | 0.15 431 | 0.10 178 | 0.42 424 |
|
| Lsterematch |  | 6.44 343 | 1.75 401 | 6.90 283 | 3.57 197 | 0.63 115 | 8.44 367 | 1.54 188 | 12.51 255 | 16.89 392 | 16.22 427 | 25.52 464 | 9.64 321 | 4.42 216 | 12.06 377 | 7.98 456 | 0.00 1 | 0.04 173 | 0.00 1 | 0.00 1 | 0.29 320 | 0.31 388 |
|
| DCANet |  | 6.46 344 | 1.59 345 | 7.28 300 | 3.51 188 | 0.68 126 | 4.77 183 | 1.75 240 | 15.33 327 | 23.62 475 | 15.55 411 | 20.73 405 | 7.31 279 | 11.56 465 | 8.83 220 | 5.26 388 | 0.00 1 | 0.05 212 | 0.00 1 | 0.00 1 | 0.26 298 | 1.11 539 |
|
| S |  | 6.47 345 | 1.14 176 | 6.16 248 | 3.77 218 | 5.27 538 | 15.96 517 | 7.30 518 | 15.06 319 | 16.00 382 | 13.40 365 | 17.00 346 | 6.36 250 | 8.81 399 | 7.41 157 | 3.32 300 | 0.22 430 | 0.07 280 | 0.59 558 | 0.41 555 | 0.53 449 | 0.57 464 |
|
| RALAANet |  | 6.49 346 | 2.49 502 | 9.69 443 | 7.09 488 | 4.98 514 | 6.23 302 | 1.68 214 | 19.90 418 | 14.26 351 | 15.04 394 | 14.56 312 | 12.69 373 | 4.38 214 | 12.91 426 | 3.07 284 | 0.02 232 | 0.07 280 | 0.00 1 | 0.10 398 | 0.51 441 | 0.15 263 |
|
| Pruner-Stereo |  | 6.59 347 | 1.51 311 | 8.71 380 | 6.34 442 | 0.85 167 | 5.66 257 | 4.15 401 | 13.74 298 | 11.02 301 | 18.11 476 | 22.09 429 | 15.86 431 | 5.80 301 | 11.75 360 | 5.15 383 | 0.60 537 | 0.02 108 | 0.18 475 | 0.10 398 | 0.07 126 | 0.16 272 |
|
| sAnonymous2 |  | 6.59 347 | 6.21 597 | 19.05 595 | 8.91 546 | 5.27 538 | 4.58 152 | 6.69 496 | 15.56 334 | 11.12 304 | 4.86 214 | 8.71 229 | 3.81 176 | 7.93 377 | 7.38 155 | 2.89 267 | 0.09 359 | 0.07 280 | 0.05 342 | 0.28 508 | 11.25 670 | 7.10 657 |
|
| CroCo_RVC |  | 6.59 347 | 6.21 597 | 19.05 595 | 8.91 546 | 5.27 538 | 4.58 152 | 6.69 496 | 15.56 334 | 11.12 304 | 4.86 214 | 8.71 229 | 3.81 176 | 7.93 377 | 7.38 155 | 2.89 267 | 0.09 359 | 0.07 280 | 0.05 342 | 0.28 508 | 11.25 670 | 7.10 657 |
|
| SST-Stereo |  | 6.60 350 | 1.46 287 | 8.37 356 | 6.68 467 | 0.77 154 | 6.01 292 | 1.93 276 | 14.68 314 | 9.24 277 | 19.09 499 | 20.43 397 | 16.86 446 | 8.59 392 | 13.49 448 | 3.80 326 | 0.22 430 | 0.05 212 | 0.13 448 | 0.00 1 | 0.08 143 | 0.05 118 |
|
| PSM-softLoss |  | 6.61 351 | 1.60 349 | 9.42 425 | 6.48 450 | 0.88 172 | 5.65 252 | 2.04 290 | 22.64 454 | 8.77 267 | 13.95 371 | 22.11 431 | 13.01 379 | 5.22 278 | 12.73 416 | 6.05 406 | 0.49 518 | 0.06 251 | 0.27 509 | 0.56 583 | 0.16 229 | 0.06 133 |
|
| KMStereo |  | 6.61 351 | 1.60 349 | 9.42 425 | 6.48 450 | 0.88 172 | 5.65 252 | 2.04 290 | 22.64 454 | 8.77 267 | 13.95 371 | 22.11 431 | 13.01 379 | 5.22 278 | 12.73 416 | 6.05 406 | 0.49 518 | 0.06 251 | 0.27 509 | 0.56 583 | 0.16 229 | 0.06 133 |
|
| ADStereo(finetuned) |  | 6.68 353 | 1.59 345 | 9.70 444 | 3.49 183 | 0.68 126 | 4.79 184 | 1.75 240 | 15.33 327 | 23.64 476 | 15.56 412 | 20.68 400 | 7.30 278 | 13.85 512 | 8.71 211 | 5.17 384 | 0.00 1 | 0.05 212 | 0.00 1 | 0.00 1 | 0.25 287 | 1.05 534 |
|
| PFNet+ |  | 6.68 353 | 1.40 268 | 9.60 431 | 5.64 376 | 0.85 167 | 5.79 270 | 1.74 237 | 13.63 291 | 15.30 365 | 17.88 469 | 21.38 417 | 14.52 410 | 6.07 313 | 12.74 418 | 4.89 375 | 0.63 546 | 0.20 469 | 0.11 432 | 0.30 520 | 0.05 94 | 0.91 521 |
|
| rvit_0105_4 |  | 6.69 355 | 2.81 516 | 15.46 555 | 10.22 589 | 1.58 270 | 5.99 287 | 5.81 454 | 13.77 300 | 23.65 477 | 7.16 259 | 9.46 242 | 12.64 371 | 7.78 374 | 12.03 370 | 3.83 329 | 0.19 411 | 0.47 574 | 0.00 1 | 0.01 207 | 0.60 472 | 0.37 408 |
|
| raft+_RVC |  | 6.69 355 | 1.61 354 | 5.57 217 | 6.37 443 | 4.62 498 | 6.51 318 | 6.18 473 | 20.39 428 | 23.38 472 | 10.62 306 | 17.82 353 | 9.89 324 | 5.65 296 | 10.70 290 | 3.67 318 | 0.00 1 | 0.14 425 | 0.00 1 | 0.00 1 | 0.34 365 | 0.27 367 |
|
| NF-Stereo |  | 6.72 357 | 1.59 345 | 8.93 386 | 6.60 462 | 0.73 151 | 6.27 306 | 3.38 370 | 20.21 427 | 18.01 410 | 13.22 359 | 19.46 381 | 11.82 355 | 6.16 318 | 12.39 396 | 4.74 366 | 0.33 473 | 0.06 251 | 0.20 486 | 0.23 476 | 0.08 143 | 0.05 118 |
|
| RE-Stereo |  | 6.73 358 | 1.58 342 | 8.94 388 | 6.59 459 | 0.71 137 | 6.27 306 | 3.51 375 | 20.20 421 | 17.99 408 | 13.21 356 | 19.46 381 | 11.94 359 | 6.20 320 | 12.34 393 | 4.79 370 | 0.34 477 | 0.05 212 | 0.20 486 | 0.23 476 | 0.09 154 | 0.05 118 |
|
| TVStereo |  | 6.73 358 | 1.58 342 | 8.94 388 | 6.59 459 | 0.71 137 | 6.27 306 | 3.51 375 | 20.20 421 | 17.99 408 | 13.21 356 | 19.46 381 | 11.94 359 | 6.20 320 | 12.34 393 | 4.79 370 | 0.34 477 | 0.05 212 | 0.20 486 | 0.23 476 | 0.09 154 | 0.05 118 |
|
| OCTAStereo |  | 6.74 360 | 1.59 345 | 8.96 393 | 6.60 462 | 0.72 146 | 6.25 303 | 3.50 373 | 20.20 421 | 18.03 411 | 13.21 356 | 19.45 379 | 12.07 367 | 6.16 318 | 12.36 395 | 4.78 367 | 0.35 480 | 0.06 251 | 0.20 486 | 0.23 476 | 0.09 154 | 0.05 118 |
|
| DIP-Stereo |  | 6.74 360 | 1.93 440 | 10.02 461 | 4.28 263 | 1.64 280 | 13.54 464 | 1.52 183 | 15.16 323 | 6.63 212 | 14.30 379 | 26.81 481 | 10.90 338 | 5.19 276 | 14.78 480 | 7.56 439 | 0.00 1 | 0.06 251 | 0.05 342 | 0.00 1 | 0.17 240 | 0.17 281 |
| 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 |  | 6.75 362 | 1.67 375 | 12.34 503 | 4.67 293 | 1.47 257 | 10.01 385 | 2.24 304 | 26.43 499 | 17.22 395 | 14.72 384 | 12.75 296 | 7.02 269 | 9.68 419 | 8.44 194 | 5.26 388 | 0.01 145 | 0.04 173 | 0.05 342 | 0.09 386 | 0.35 369 | 0.55 458 |
|
| TestStereo_HL3 |  | 6.76 363 | 1.13 173 | 9.61 432 | 3.71 210 | 1.99 324 | 10.46 392 | 6.01 467 | 13.68 292 | 8.31 260 | 12.97 351 | 33.03 574 | 12.44 369 | 8.03 382 | 11.04 310 | 2.39 232 | 0.11 374 | 0.05 212 | 0.01 257 | 0.01 207 | 0.09 154 | 0.06 133 |
|
| RAFT-345 |  | 6.79 364 | 1.29 229 | 6.80 278 | 5.06 322 | 0.91 180 | 5.61 249 | 3.32 369 | 13.36 285 | 10.17 292 | 13.73 367 | 43.66 651 | 9.12 310 | 5.38 283 | 12.29 391 | 4.44 356 | 0.32 471 | 0.05 212 | 0.09 400 | 0.06 352 | 0.06 101 | 0.03 55 |
|
| x |  | 6.80 365 | 1.36 254 | 6.94 285 | 4.58 289 | 1.88 312 | 10.78 404 | 4.55 416 | 19.79 416 | 10.62 297 | 12.69 343 | 19.54 384 | 14.87 416 | 10.11 427 | 9.52 246 | 8.03 460 | 0.07 351 | 0.15 432 | 0.04 331 | 0.04 302 | 0.24 282 | 0.22 332 |
|
| PAM_32 |  | 6.82 366 | 1.73 389 | 14.16 537 | 5.34 362 | 1.47 257 | 13.84 471 | 0.88 118 | 14.75 316 | 6.34 205 | 14.22 377 | 9.14 236 | 24.94 554 | 11.87 471 | 12.50 406 | 2.79 263 | 0.14 388 | 0.27 522 | 0.09 400 | 0.42 560 | 0.54 452 | 0.89 517 |
|
| fff |  | 6.83 367 | 1.55 325 | 7.28 300 | 3.56 191 | 0.32 28 | 4.73 170 | 1.70 219 | 15.75 338 | 31.87 559 | 15.11 396 | 20.25 392 | 6.90 265 | 12.80 491 | 8.63 204 | 5.33 391 | 0.01 145 | 0.04 173 | 0.00 1 | 0.00 1 | 0.09 154 | 0.63 474 |
|
| csc |  | 6.83 367 | 1.55 325 | 7.28 300 | 3.56 191 | 0.32 28 | 4.73 170 | 1.70 219 | 15.75 338 | 31.87 559 | 15.11 396 | 20.25 392 | 6.90 265 | 12.80 491 | 8.63 204 | 5.33 391 | 0.01 145 | 0.04 173 | 0.00 1 | 0.00 1 | 0.09 154 | 0.63 474 |
|
| cscssc |  | 6.83 367 | 1.55 325 | 7.28 300 | 3.56 191 | 0.32 28 | 4.73 170 | 1.70 219 | 15.75 338 | 31.87 559 | 15.11 396 | 20.25 392 | 6.90 265 | 12.80 491 | 8.63 204 | 5.33 391 | 0.01 145 | 0.04 173 | 0.00 1 | 0.00 1 | 0.09 154 | 0.63 474 |
|
| Hybrid-DGEV-03 |  | 6.90 370 | 1.58 342 | 5.75 228 | 6.11 428 | 1.20 220 | 11.62 423 | 2.60 332 | 13.70 295 | 14.15 349 | 16.58 439 | 29.44 513 | 14.00 403 | 5.86 303 | 10.87 304 | 3.69 319 | 0.00 1 | 0.07 280 | 0.13 448 | 0.00 1 | 0.35 369 | 0.28 372 |
|
| UGAM-zero |  | 6.91 371 | 1.47 289 | 13.65 528 | 4.24 254 | 1.67 283 | 5.51 236 | 0.72 100 | 17.44 367 | 6.74 214 | 14.56 380 | 15.84 330 | 24.16 542 | 14.20 521 | 12.79 419 | 3.96 337 | 0.00 1 | 0.22 487 | 0.02 288 | 0.58 585 | 0.14 210 | 0.27 367 |
|
| RAFT_R40 |  | 6.91 371 | 1.53 317 | 8.45 364 | 6.79 475 | 0.77 154 | 5.86 278 | 3.82 390 | 14.85 317 | 14.53 355 | 18.05 475 | 20.03 389 | 17.06 448 | 8.69 394 | 13.40 445 | 3.84 331 | 0.14 388 | 0.02 108 | 0.14 453 | 0.00 1 | 0.09 154 | 0.05 118 |
|
| SME |  | 6.92 373 | 2.49 502 | 5.22 177 | 5.77 391 | 1.73 289 | 21.26 581 | 4.16 402 | 17.28 366 | 15.47 370 | 11.84 317 | 16.16 337 | 7.82 287 | 10.32 431 | 11.72 357 | 5.18 385 | 0.80 569 | 0.00 1 | 0.05 342 | 0.07 363 | 0.87 520 | 0.22 332 |
|
| OMP-Stereo |  | 6.93 374 | 2.57 508 | 9.03 403 | 10.63 599 | 1.72 288 | 4.89 189 | 1.91 273 | 17.84 377 | 15.56 374 | 16.69 443 | 14.16 308 | 17.70 466 | 7.33 363 | 12.93 427 | 4.83 373 | 0.24 446 | 0.03 149 | 0.06 365 | 0.02 251 | 0.19 247 | 0.39 414 |
|
| PAM |  | 6.94 375 | 1.65 368 | 14.88 552 | 5.38 364 | 1.98 323 | 14.76 493 | 1.28 149 | 14.54 310 | 6.77 215 | 15.52 409 | 9.10 234 | 24.15 541 | 11.60 467 | 12.46 403 | 2.33 228 | 0.04 293 | 0.28 527 | 0.07 377 | 0.42 560 | 0.57 465 | 0.99 529 |
|
| qqq |  | 6.96 376 | 1.40 268 | 8.15 347 | 4.50 280 | 1.03 191 | 8.55 368 | 6.93 507 | 20.20 421 | 11.88 311 | 12.00 322 | 18.19 363 | 16.02 435 | 11.15 450 | 11.09 314 | 7.45 435 | 0.06 340 | 0.13 408 | 0.02 288 | 0.05 331 | 0.25 287 | 0.20 312 |
|
| AIO-test2 |  | 7.01 377 | 2.23 487 | 6.87 280 | 8.42 538 | 5.28 541 | 9.03 373 | 5.32 436 | 25.92 492 | 23.54 473 | 6.78 249 | 20.55 399 | 5.25 218 | 3.58 185 | 9.56 248 | 2.50 241 | 3.96 648 | 0.04 173 | 0.03 308 | 0.47 572 | 0.56 463 | 0.33 394 |
|
| MIM_Stereo |  | 7.02 378 | 1.55 325 | 10.78 478 | 4.17 244 | 0.58 103 | 5.25 221 | 1.32 156 | 19.03 403 | 12.59 324 | 16.74 445 | 28.83 503 | 13.20 387 | 5.53 288 | 12.89 424 | 7.11 427 | 0.00 1 | 0.23 495 | 0.00 1 | 0.01 207 | 0.38 385 | 0.28 372 |
|
| R-Stereo Train |  | 7.04 379 | 1.34 249 | 7.89 330 | 6.23 435 | 2.30 347 | 7.51 347 | 5.54 447 | 23.96 466 | 6.94 219 | 16.26 429 | 33.57 583 | 12.04 364 | 5.61 291 | 7.67 164 | 3.74 321 | 0.01 145 | 0.05 212 | 0.01 257 | 0.00 1 | 0.10 178 | 0.12 214 |
|
| RAFT-Stereo |   | 7.04 379 | 1.34 249 | 7.89 330 | 6.23 435 | 2.30 347 | 7.51 347 | 5.54 447 | 23.96 466 | 6.94 219 | 16.26 429 | 33.57 583 | 12.04 364 | 5.61 291 | 7.67 164 | 3.74 321 | 0.01 145 | 0.05 212 | 0.01 257 | 0.00 1 | 0.10 178 | 0.12 214 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| ACRE |  | 7.07 381 | 2.38 494 | 13.26 517 | 7.36 500 | 4.86 505 | 10.28 388 | 4.40 409 | 15.51 332 | 13.69 343 | 17.22 455 | 19.23 376 | 8.00 293 | 4.20 207 | 10.64 287 | 8.50 473 | 0.33 473 | 0.32 538 | 0.03 308 | 0.14 422 | 0.37 378 | 0.77 502 |
|
| MyStereo8 |  | 7.13 382 | 2.48 500 | 10.86 481 | 6.81 477 | 4.98 514 | 10.73 401 | 1.42 166 | 14.58 312 | 9.73 283 | 15.75 414 | 23.16 440 | 12.17 368 | 7.96 380 | 9.85 260 | 10.21 502 | 0.04 293 | 0.19 463 | 0.08 388 | 0.21 464 | 0.58 469 | 0.82 506 |
|
| IPLGR |  | 7.14 383 | 1.31 237 | 13.14 515 | 4.24 254 | 1.15 215 | 9.78 382 | 0.98 127 | 23.98 468 | 21.70 454 | 16.22 427 | 18.43 364 | 8.45 301 | 7.66 368 | 9.26 239 | 5.45 396 | 0.21 424 | 0.05 212 | 0.04 331 | 0.06 352 | 0.32 351 | 0.38 411 |
|
| CIPLG |  | 7.15 384 | 2.44 497 | 12.82 510 | 7.38 501 | 4.93 509 | 10.51 395 | 4.56 417 | 15.17 324 | 13.25 336 | 17.45 460 | 19.75 385 | 8.42 300 | 4.60 238 | 11.41 336 | 8.31 467 | 0.33 473 | 0.32 538 | 0.03 308 | 0.14 422 | 0.37 378 | 0.72 494 |
|
| AIO-Stereo-zeroshot |   | 7.16 385 | 3.12 533 | 14.04 535 | 4.74 296 | 6.89 604 | 6.58 322 | 0.68 93 | 21.97 450 | 9.36 280 | 10.84 307 | 17.38 347 | 17.36 462 | 9.24 408 | 12.45 402 | 4.44 356 | 0.04 293 | 0.24 506 | 0.10 419 | 1.00 614 | 1.36 555 | 1.43 558 |
|
| IPLGR_C |  | 7.16 385 | 2.48 500 | 12.98 513 | 7.52 510 | 4.91 508 | 10.56 396 | 4.59 419 | 15.63 337 | 14.12 348 | 17.42 458 | 18.87 372 | 8.00 293 | 4.59 237 | 10.76 294 | 8.81 477 | 0.32 471 | 0.32 538 | 0.03 308 | 0.13 416 | 0.36 371 | 0.76 499 |
|
| IPLG |  | 7.20 387 | 1.43 277 | 12.55 507 | 5.17 339 | 4.32 478 | 11.11 417 | 1.48 171 | 21.79 443 | 15.10 361 | 19.16 500 | 20.23 391 | 5.26 219 | 5.61 291 | 11.68 354 | 8.14 463 | 0.05 319 | 0.06 251 | 0.03 308 | 0.07 363 | 0.33 359 | 0.50 448 |
|
| StereoVision |  | 7.21 388 | 2.17 480 | 9.29 417 | 9.43 560 | 3.91 447 | 5.09 212 | 1.91 273 | 20.04 419 | 17.37 400 | 8.57 278 | 29.59 516 | 11.08 342 | 6.76 351 | 12.44 398 | 4.71 364 | 0.54 528 | 0.05 212 | 0.16 468 | 0.03 278 | 0.82 514 | 0.30 380 |
|
| 111 |  | 7.26 389 | 1.65 368 | 7.28 300 | 3.56 191 | 0.32 28 | 10.76 402 | 3.53 378 | 20.55 430 | 27.51 523 | 10.07 295 | 16.62 341 | 14.30 405 | 9.53 417 | 12.02 369 | 5.87 404 | 0.14 388 | 0.01 47 | 0.00 1 | 0.00 1 | 0.31 341 | 1.14 543 |
|
| HHNet |  | 7.39 390 | 1.75 401 | 7.24 298 | 3.26 156 | 3.18 407 | 5.04 208 | 6.40 483 | 19.04 404 | 15.70 376 | 20.71 530 | 32.13 561 | 10.69 336 | 5.91 304 | 10.45 280 | 4.60 362 | 0.40 498 | 0.07 280 | 0.21 491 | 0.13 416 | 0.54 452 | 0.41 421 |
|
| ASMatch |  | 7.40 391 | 1.42 273 | 8.49 368 | 5.09 326 | 2.00 326 | 4.74 175 | 2.62 334 | 16.54 355 | 13.17 333 | 17.08 450 | 34.75 591 | 13.13 386 | 10.33 433 | 12.04 373 | 4.82 372 | 0.05 319 | 0.24 506 | 0.21 491 | 0.17 439 | 0.16 229 | 0.97 525 |
|
| IIG-Stereo |  | 7.41 392 | 2.13 478 | 8.55 370 | 10.02 583 | 1.76 294 | 6.82 331 | 1.53 186 | 17.17 364 | 15.84 380 | 18.74 494 | 20.30 396 | 18.01 473 | 8.39 389 | 12.89 424 | 5.22 386 | 0.27 459 | 0.03 149 | 0.03 308 | 0.00 1 | 0.16 229 | 0.30 380 |
|
| RAFT+CT+SA |  | 7.44 393 | 1.46 287 | 6.46 261 | 10.73 602 | 3.34 416 | 4.70 167 | 7.45 522 | 16.45 352 | 25.89 505 | 10.18 298 | 27.15 486 | 7.27 277 | 8.00 381 | 15.11 483 | 3.19 294 | 0.02 232 | 0.00 1 | 0.18 475 | 0.46 571 | 0.30 329 | 0.47 439 |
|
| LCNet |  | 7.52 394 | 1.23 206 | 5.35 189 | 6.42 448 | 1.29 231 | 9.27 379 | 5.64 450 | 17.85 379 | 10.63 298 | 16.54 438 | 24.54 453 | 14.85 415 | 11.29 454 | 11.74 359 | 3.88 332 | 0.02 232 | 0.02 108 | 0.22 495 | 2.04 640 | 0.90 526 | 6.76 650 |
|
| rvit_0105_5 |  | 7.60 395 | 3.13 534 | 16.37 569 | 9.97 582 | 1.59 272 | 7.41 345 | 6.27 475 | 17.78 376 | 25.62 502 | 10.30 300 | 10.39 260 | 14.79 414 | 8.95 403 | 12.51 407 | 4.87 374 | 0.17 404 | 0.42 558 | 0.00 1 | 0.11 408 | 0.62 477 | 0.71 492 |
|
| IGEV-BASED-STEREO- |  | 7.61 396 | 27.25 688 | 41.87 664 | 2.73 96 | 0.41 62 | 4.25 127 | 1.50 176 | 6.63 97 | 3.87 133 | 4.31 192 | 3.78 106 | 2.48 135 | 1.39 84 | 5.67 103 | 1.56 153 | 25.09 698 | 0.05 212 | 0.01 257 | 0.08 372 | 4.67 628 | 14.58 686 |
|
| TestStereo1 |  | 7.62 397 | 1.62 360 | 7.60 314 | 10.47 595 | 1.86 307 | 4.76 178 | 2.48 323 | 19.73 414 | 22.33 461 | 16.79 446 | 26.02 469 | 9.33 313 | 9.30 409 | 15.92 507 | 3.37 302 | 0.01 145 | 0.02 108 | 0.02 288 | 0.05 331 | 0.55 456 | 0.28 372 |
|
| SA-5K |  | 7.62 397 | 1.62 360 | 7.60 314 | 10.47 595 | 1.86 307 | 4.76 178 | 2.48 323 | 19.73 414 | 22.33 461 | 16.79 446 | 26.02 469 | 9.33 313 | 9.30 409 | 15.92 507 | 3.37 302 | 0.01 145 | 0.02 108 | 0.02 288 | 0.05 331 | 0.55 456 | 0.28 372 |
|
| Select-FE |  | 7.63 399 | 3.47 542 | 20.76 610 | 6.30 439 | 3.70 434 | 4.03 115 | 0.92 121 | 18.82 399 | 5.95 195 | 12.56 340 | 23.32 441 | 19.63 498 | 12.90 494 | 13.98 462 | 3.39 304 | 0.09 359 | 0.51 585 | 0.05 342 | 0.70 593 | 0.29 320 | 1.21 550 |
|
| FACV-RUCA |  | 7.66 400 | 1.94 441 | 9.40 424 | 7.72 519 | 6.03 577 | 12.99 453 | 3.10 358 | 19.47 411 | 18.51 416 | 12.27 324 | 18.43 364 | 8.28 298 | 10.16 428 | 11.38 334 | 5.62 398 | 0.36 482 | 0.62 598 | 4.36 651 | 0.30 520 | 1.72 569 | 0.55 458 |
|
| test_sample1 |  | 7.66 400 | 1.26 219 | 8.87 384 | 5.04 319 | 2.61 368 | 14.61 490 | 4.58 418 | 20.08 420 | 9.81 287 | 13.83 369 | 21.62 421 | 18.21 479 | 12.26 478 | 11.71 355 | 8.01 458 | 0.11 374 | 0.11 379 | 0.02 288 | 0.02 251 | 0.20 251 | 0.17 281 |
|
| mmm |  | 7.72 402 | 1.50 308 | 8.56 371 | 5.29 356 | 1.89 313 | 14.14 477 | 5.70 452 | 18.42 390 | 11.02 301 | 16.04 422 | 23.78 444 | 17.00 447 | 10.03 426 | 12.03 370 | 7.54 438 | 0.12 380 | 0.07 280 | 0.50 549 | 0.20 460 | 0.31 341 | 0.18 291 |
|
| RAFT-RH_RVC |  | 7.73 403 | 1.25 215 | 6.99 287 | 4.83 303 | 0.90 178 | 11.76 425 | 1.53 186 | 13.00 274 | 14.43 354 | 17.51 462 | 46.41 664 | 11.02 341 | 6.30 328 | 12.68 412 | 4.93 377 | 0.51 524 | 0.04 173 | 0.12 436 | 0.13 416 | 0.09 154 | 0.09 173 |
|
| AIO-Stereo-zeroshot1 |   | 7.76 404 | 3.78 551 | 19.59 598 | 5.04 319 | 10.79 656 | 5.87 280 | 1.85 264 | 19.52 412 | 7.33 238 | 14.18 374 | 21.16 413 | 16.50 441 | 5.97 311 | 13.73 457 | 3.79 325 | 0.04 293 | 0.17 448 | 0.04 331 | 1.30 627 | 2.45 587 | 2.15 590 |
|
| TransformOpticalFlow |  | 7.76 404 | 1.90 430 | 9.31 420 | 5.50 371 | 1.18 218 | 6.97 335 | 8.27 530 | 17.86 381 | 13.21 334 | 14.58 381 | 29.13 505 | 19.01 486 | 10.85 440 | 12.51 407 | 3.69 319 | 0.01 145 | 0.04 173 | 0.20 486 | 0.04 302 | 0.17 240 | 0.84 509 |
|
| HITNet |  | 7.83 406 | 2.93 524 | 8.39 357 | 4.76 300 | 1.48 260 | 12.75 448 | 4.64 420 | 20.97 432 | 14.37 353 | 15.14 400 | 22.15 433 | 14.57 411 | 10.62 435 | 14.38 471 | 8.14 463 | 0.04 293 | 0.01 47 | 0.48 546 | 0.02 251 | 0.57 465 | 0.10 185 |
| 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 |  | 7.86 407 | 1.27 222 | 7.98 336 | 5.00 318 | 2.29 346 | 13.33 459 | 6.88 504 | 20.42 429 | 15.24 363 | 13.95 371 | 21.58 419 | 18.96 485 | 12.12 476 | 12.07 380 | 5.36 394 | 0.12 380 | 0.10 357 | 0.07 377 | 0.03 278 | 0.28 312 | 0.19 307 |
|
| PFNet |  | 7.91 408 | 1.44 283 | 11.60 492 | 7.03 484 | 2.42 355 | 7.60 353 | 6.03 468 | 23.36 463 | 17.24 397 | 20.29 522 | 17.67 350 | 15.44 426 | 7.71 371 | 13.02 435 | 5.71 401 | 0.24 446 | 0.20 469 | 0.12 436 | 0.19 454 | 0.31 341 | 0.61 472 |
|
| SA |  | 7.93 409 | 1.54 322 | 9.13 411 | 7.98 526 | 0.64 117 | 5.85 275 | 2.29 308 | 22.27 451 | 24.54 495 | 13.17 355 | 31.07 541 | 8.87 305 | 10.32 431 | 16.49 524 | 3.12 288 | 0.04 293 | 0.12 392 | 0.17 470 | 0.30 520 | 0.45 407 | 0.17 281 |
|
| AAGNet |  | 7.94 410 | 1.48 296 | 9.34 422 | 7.13 493 | 0.70 132 | 5.85 275 | 5.16 432 | 15.40 330 | 14.01 345 | 20.13 519 | 24.03 449 | 15.28 424 | 11.52 461 | 12.05 374 | 15.47 555 | 0.63 546 | 0.06 251 | 0.32 527 | 0.01 207 | 0.12 195 | 0.09 173 |
|
| FENet |  | 7.94 410 | 1.01 134 | 6.72 268 | 5.87 400 | 2.07 330 | 11.11 417 | 2.03 289 | 21.39 437 | 20.81 438 | 17.14 453 | 22.65 435 | 14.43 407 | 11.54 464 | 12.97 430 | 7.89 453 | 0.15 397 | 0.24 506 | 0.03 308 | 0.02 251 | 0.14 210 | 0.62 473 |
|
| dd |  | 7.96 412 | 4.08 559 | 11.49 491 | 6.53 455 | 0.93 184 | 8.28 365 | 4.03 396 | 16.53 354 | 33.82 578 | 15.17 402 | 16.50 340 | 6.79 262 | 5.96 310 | 14.30 468 | 9.90 493 | 1.13 598 | 0.42 558 | 0.17 470 | 0.44 567 | 2.01 580 | 0.79 503 |
|
| raft_robust |  | 7.97 413 | 2.26 489 | 6.75 272 | 5.83 396 | 0.72 146 | 5.57 245 | 0.84 113 | 33.59 599 | 34.21 584 | 18.17 477 | 19.88 388 | 6.50 255 | 5.62 294 | 15.33 486 | 2.83 266 | 0.03 272 | 0.23 495 | 0.00 1 | 0.37 545 | 0.32 351 | 0.39 414 |
|
| STrans-v2 |  | 7.98 414 | 1.84 424 | 9.42 425 | 4.84 306 | 1.48 260 | 12.23 437 | 10.05 564 | 19.06 407 | 12.32 320 | 13.63 366 | 26.06 473 | 18.13 478 | 12.35 481 | 12.99 432 | 3.99 340 | 0.01 145 | 0.01 47 | 0.18 475 | 0.01 207 | 0.22 260 | 0.83 507 |
|
| Prome-Stereo |  | 8.10 415 | 1.28 225 | 5.48 203 | 6.50 452 | 1.51 264 | 6.70 325 | 9.42 550 | 21.08 434 | 9.13 276 | 20.88 531 | 32.84 570 | 11.95 361 | 11.86 470 | 11.75 360 | 3.97 339 | 0.01 145 | 0.02 108 | 0.18 475 | 0.12 411 | 0.41 396 | 7.01 655 |
|
| IGEV_i1 |  | 8.11 416 | 1.53 317 | 9.99 456 | 5.80 392 | 1.15 215 | 16.03 518 | 7.19 516 | 19.82 417 | 15.30 365 | 16.39 433 | 17.38 347 | 17.95 472 | 8.38 388 | 14.44 472 | 7.44 433 | 0.25 452 | 0.19 463 | 1.08 600 | 1.12 621 | 0.26 298 | 0.54 456 |
|
| ffm |  | 8.12 417 | 1.43 277 | 9.67 439 | 5.70 383 | 3.44 419 | 11.96 431 | 6.35 477 | 18.45 391 | 16.31 385 | 15.83 417 | 31.44 549 | 17.22 457 | 10.87 442 | 10.82 300 | 1.61 158 | 0.00 1 | 0.05 212 | 0.80 578 | 0.08 372 | 0.26 298 | 0.14 242 |
|
| CASS |  | 8.15 418 | 1.67 375 | 7.68 320 | 8.25 535 | 1.52 265 | 14.39 482 | 2.72 338 | 22.65 456 | 17.23 396 | 15.42 407 | 22.68 436 | 13.47 396 | 11.87 471 | 12.44 398 | 6.07 409 | 0.96 587 | 0.05 212 | 0.12 436 | 0.01 207 | 0.71 496 | 3.14 613 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| Hybrid-DGEV-2 |  | 8.17 419 | 2.51 505 | 8.34 353 | 8.55 541 | 1.17 217 | 11.10 416 | 1.08 134 | 30.90 561 | 27.91 524 | 12.92 348 | 15.67 326 | 11.91 358 | 14.50 531 | 11.71 355 | 4.55 359 | 0.05 319 | 0.08 317 | 0.00 1 | 0.05 331 | 0.28 312 | 0.13 231 |
|
| DN-CSS_ROB |  | 8.17 419 | 2.59 510 | 14.14 536 | 6.11 428 | 3.22 410 | 6.31 309 | 3.53 378 | 22.92 460 | 20.59 436 | 16.66 441 | 30.05 524 | 9.31 312 | 7.95 379 | 13.49 448 | 4.78 367 | 0.72 554 | 0.00 1 | 0.45 543 | 0.00 1 | 0.54 452 | 0.09 173 |
|
| RAFT_CTSACE |  | 8.24 421 | 1.97 445 | 8.39 357 | 6.89 481 | 5.11 525 | 5.86 278 | 2.63 335 | 14.62 313 | 16.88 391 | 23.52 569 | 34.77 592 | 16.02 435 | 7.37 364 | 17.91 541 | 2.23 224 | 0.00 1 | 0.12 392 | 0.00 1 | 0.03 278 | 0.39 388 | 0.05 118 |
|
| FLISNet |  | 8.30 422 | 2.00 450 | 6.75 272 | 4.58 289 | 5.15 530 | 4.16 119 | 0.50 77 | 17.99 384 | 9.24 277 | 25.03 583 | 28.22 496 | 20.23 501 | 12.47 484 | 17.93 542 | 11.49 519 | 0.00 1 | 0.10 357 | 0.00 1 | 0.05 331 | 0.08 143 | 0.05 118 |
|
| CoSv |  | 8.30 422 | 2.00 450 | 6.75 272 | 4.58 289 | 5.15 530 | 4.16 119 | 0.50 77 | 17.99 384 | 9.24 277 | 25.03 583 | 28.22 496 | 20.23 501 | 12.47 484 | 17.93 542 | 11.49 519 | 0.00 1 | 0.10 357 | 0.00 1 | 0.05 331 | 0.08 143 | 0.05 118 |
|
| GMM-Stereo |  | 8.34 424 | 1.09 161 | 6.42 258 | 6.14 431 | 2.52 361 | 10.30 390 | 9.64 555 | 23.44 464 | 10.64 299 | 17.84 467 | 29.89 520 | 17.37 463 | 7.75 373 | 11.55 342 | 4.36 352 | 0.05 319 | 0.01 47 | 0.23 499 | 0.90 603 | 0.46 413 | 6.26 644 |
|
| GANet-ADL |  | 8.36 425 | 2.31 492 | 8.44 363 | 7.39 503 | 2.65 374 | 12.58 444 | 5.24 434 | 29.55 543 | 25.24 498 | 14.19 376 | 16.70 343 | 17.07 453 | 6.91 355 | 10.65 288 | 6.26 412 | 0.38 486 | 0.39 550 | 0.10 419 | 0.12 411 | 0.75 507 | 0.28 372 |
|
| Sa-1000 |  | 8.38 426 | 1.50 308 | 8.13 345 | 7.56 512 | 0.89 175 | 14.39 482 | 2.47 322 | 24.31 474 | 23.74 481 | 15.18 403 | 28.35 499 | 11.42 349 | 8.85 400 | 16.20 519 | 3.28 299 | 0.17 404 | 0.23 495 | 0.15 460 | 0.23 476 | 0.46 413 | 0.19 307 |
|
| GwcNet-ADL |  | 8.48 427 | 1.70 385 | 9.38 423 | 7.10 490 | 2.78 384 | 6.74 329 | 6.57 493 | 30.15 548 | 26.01 509 | 15.15 401 | 17.77 352 | 13.93 401 | 6.96 356 | 12.96 429 | 9.91 494 | 0.48 517 | 0.72 605 | 0.01 257 | 0.01 207 | 0.51 441 | 0.84 509 |
|
| ARAFT |  | 8.50 428 | 3.19 535 | 16.58 571 | 5.52 372 | 0.91 180 | 12.13 436 | 11.20 587 | 17.19 365 | 18.28 415 | 18.40 488 | 16.33 339 | 17.10 454 | 8.58 391 | 18.56 548 | 5.00 378 | 0.11 374 | 0.04 173 | 0.00 1 | 0.00 1 | 0.55 456 | 0.25 357 |
|
| test_5 |  | 8.51 429 | 1.50 308 | 8.19 352 | 11.06 611 | 5.00 517 | 6.91 332 | 5.67 451 | 17.50 369 | 22.09 458 | 16.07 423 | 29.63 517 | 15.28 424 | 10.78 439 | 15.94 509 | 3.65 316 | 0.00 1 | 0.00 1 | 0.26 506 | 0.08 372 | 0.31 341 | 0.35 404 |
|
| RAFT |  | 8.51 429 | 2.16 479 | 8.93 386 | 8.14 530 | 0.81 163 | 12.63 445 | 8.49 537 | 16.34 350 | 15.56 374 | 22.31 552 | 18.99 374 | 19.29 493 | 11.39 459 | 17.57 537 | 6.05 406 | 0.01 145 | 0.19 463 | 0.27 509 | 0.02 251 | 0.64 484 | 0.45 436 |
|
| GES |  | 8.51 429 | 1.98 447 | 11.82 495 | 6.39 445 | 1.77 296 | 12.36 441 | 6.22 474 | 21.55 439 | 21.34 448 | 19.02 498 | 26.02 469 | 8.79 303 | 9.34 412 | 13.94 461 | 7.24 429 | 0.38 486 | 0.10 357 | 0.30 525 | 0.14 422 | 0.69 491 | 0.73 495 |
|
| DMCA |  | 8.51 429 | 1.90 430 | 9.96 453 | 5.16 338 | 4.14 463 | 10.29 389 | 4.46 413 | 25.52 484 | 19.55 424 | 16.33 431 | 20.69 401 | 17.59 464 | 11.26 453 | 10.42 279 | 11.36 518 | 0.50 521 | 0.08 317 | 0.35 531 | 0.05 331 | 0.36 371 | 0.31 388 |
|
| PSM-AAD |  | 8.62 433 | 1.22 201 | 5.69 225 | 6.31 441 | 1.12 206 | 12.74 447 | 10.01 563 | 19.29 409 | 15.25 364 | 21.54 546 | 25.11 458 | 14.24 404 | 13.47 502 | 12.15 385 | 3.93 336 | 0.01 145 | 0.06 251 | 2.48 636 | 0.16 434 | 0.38 385 | 7.28 660 |
|
| FTStereo |  | 8.67 434 | 1.13 173 | 6.04 243 | 6.04 421 | 2.39 354 | 7.86 356 | 12.05 601 | 17.72 374 | 8.33 261 | 20.16 520 | 41.41 635 | 16.10 439 | 12.64 489 | 10.80 298 | 4.37 353 | 0.18 407 | 0.01 47 | 0.09 400 | 0.16 434 | 0.15 218 | 5.71 638 |
|
| iRaft-Stereo_5w |  | 8.70 435 | 1.81 422 | 9.33 421 | 5.83 396 | 3.78 438 | 4.87 188 | 11.12 586 | 15.86 345 | 14.80 358 | 15.23 404 | 26.36 475 | 21.49 512 | 12.91 495 | 15.94 509 | 12.73 527 | 0.58 532 | 0.05 212 | 0.08 388 | 0.09 386 | 0.85 517 | 0.33 394 |
|
| test_sample3 |  | 8.76 436 | 1.62 360 | 9.99 456 | 5.21 350 | 2.61 368 | 17.43 548 | 5.37 437 | 26.91 506 | 19.77 427 | 17.13 452 | 20.82 407 | 16.55 443 | 9.70 420 | 12.52 409 | 8.59 474 | 0.21 424 | 0.07 280 | 0.05 342 | 0.04 302 | 0.39 388 | 0.30 380 |
|
| IRAFT_RVC |  | 8.76 436 | 1.47 289 | 9.55 430 | 7.31 497 | 1.77 296 | 6.49 317 | 10.43 574 | 25.94 493 | 27.33 519 | 17.50 461 | 19.85 387 | 17.93 471 | 10.21 429 | 12.88 423 | 5.44 395 | 0.17 404 | 0.30 531 | 0.19 483 | 0.05 331 | 0.22 260 | 0.12 214 |
|
| HCRNet |  | 8.80 438 | 1.43 277 | 7.74 325 | 14.41 647 | 5.25 534 | 10.85 408 | 2.56 331 | 26.07 495 | 18.04 412 | 15.48 408 | 25.03 456 | 18.63 483 | 9.93 424 | 13.01 433 | 6.76 420 | 0.04 293 | 0.04 173 | 0.10 419 | 0.01 207 | 0.18 243 | 0.38 411 |
|
| DEmStereo |  | 8.85 439 | 1.36 254 | 9.99 456 | 4.24 254 | 1.05 197 | 11.49 421 | 5.91 456 | 13.76 299 | 26.68 515 | 22.03 550 | 32.92 572 | 11.86 357 | 15.27 547 | 11.48 337 | 8.08 462 | 0.16 400 | 0.15 432 | 0.02 288 | 0.09 386 | 0.09 154 | 0.44 431 |
|
| SFCPSM |  | 8.85 439 | 1.40 268 | 11.34 487 | 5.23 354 | 3.47 424 | 16.55 539 | 7.18 515 | 30.71 559 | 25.24 498 | 16.45 434 | 19.45 379 | 11.10 344 | 9.61 418 | 11.88 364 | 5.52 397 | 0.22 430 | 0.17 448 | 0.36 534 | 0.22 467 | 0.29 320 | 0.58 467 |
|
| Selective-IGEV-i1 |  | 8.86 441 | 1.33 244 | 10.58 471 | 5.92 407 | 2.99 400 | 13.65 466 | 10.07 565 | 24.12 472 | 28.99 532 | 14.85 388 | 19.75 385 | 18.80 484 | 6.10 315 | 11.22 328 | 5.69 400 | 0.10 367 | 0.29 528 | 0.92 591 | 1.10 618 | 0.26 298 | 0.51 449 |
|
| GrayStereo |  | 8.86 441 | 1.17 187 | 6.94 285 | 8.09 528 | 2.82 386 | 10.58 399 | 11.40 592 | 17.93 382 | 15.74 377 | 22.43 555 | 30.95 538 | 17.80 468 | 12.44 483 | 11.19 325 | 4.57 360 | 0.02 232 | 0.02 108 | 0.18 475 | 0.79 599 | 0.31 341 | 1.90 578 |
|
| anonymousa |  | 9.03 443 | 1.62 360 | 8.03 342 | 4.19 249 | 5.53 554 | 15.37 503 | 3.81 389 | 18.55 394 | 21.20 446 | 18.28 480 | 30.99 539 | 20.79 504 | 13.42 500 | 10.58 282 | 7.57 440 | 0.00 1 | 0.05 212 | 0.29 521 | 0.18 441 | 0.10 178 | 0.11 203 |
|
| KYRaft |  | 9.04 444 | 1.11 166 | 7.02 289 | 6.50 452 | 0.97 188 | 8.27 364 | 8.19 529 | 22.86 459 | 8.20 256 | 21.30 543 | 31.38 546 | 22.64 524 | 8.20 386 | 11.99 368 | 2.96 272 | 0.02 232 | 0.02 108 | 0.05 342 | 0.68 592 | 0.40 393 | 18.09 694 |
|
| DFGA-Net |  | 9.06 445 | 3.56 544 | 17.96 587 | 5.71 387 | 3.89 443 | 10.76 402 | 3.08 357 | 25.17 481 | 29.50 533 | 16.21 426 | 18.47 367 | 9.49 317 | 6.31 329 | 15.80 500 | 12.54 524 | 0.05 319 | 0.00 1 | 0.06 365 | 0.09 386 | 1.76 570 | 0.83 507 |
|
| rvit_stereo_0075_2 |  | 9.10 446 | 3.87 556 | 19.26 597 | 11.81 624 | 8.82 642 | 5.75 268 | 4.40 409 | 22.77 457 | 17.68 406 | 11.90 319 | 28.34 498 | 16.05 438 | 6.35 331 | 14.30 468 | 7.67 448 | 0.52 526 | 0.34 546 | 0.51 550 | 0.08 372 | 0.38 385 | 1.14 543 |
|
| test_sample4 |  | 9.10 446 | 1.65 368 | 9.91 451 | 5.19 347 | 2.57 366 | 16.59 540 | 5.38 439 | 27.37 511 | 19.80 429 | 17.80 466 | 27.52 489 | 15.01 417 | 11.21 452 | 12.69 415 | 8.15 465 | 0.21 424 | 0.07 280 | 0.06 365 | 0.03 278 | 0.43 402 | 0.30 380 |
|
| BUS |  | 9.20 448 | 1.48 296 | 7.93 332 | 6.74 472 | 3.96 448 | 17.62 554 | 2.79 343 | 33.06 594 | 21.58 451 | 17.99 472 | 21.34 414 | 14.49 408 | 9.40 414 | 14.18 464 | 10.57 506 | 0.19 411 | 0.13 408 | 0.14 453 | 0.04 302 | 0.30 329 | 0.09 173 |
|
| rvit_0105_3 |  | 9.23 449 | 3.67 547 | 17.68 583 | 11.75 622 | 1.89 313 | 9.37 381 | 8.48 536 | 18.68 395 | 30.64 549 | 15.02 393 | 14.72 315 | 17.87 470 | 9.94 425 | 15.66 496 | 6.54 415 | 0.36 482 | 0.43 563 | 0.01 257 | 0.41 555 | 0.50 437 | 1.01 532 |
|
| MyStereo04 |  | 9.24 450 | 1.92 437 | 8.78 382 | 6.09 424 | 4.31 475 | 6.54 319 | 9.96 561 | 32.24 585 | 41.99 632 | 14.26 378 | 11.98 289 | 12.00 363 | 12.01 474 | 13.93 459 | 7.53 437 | 0.06 340 | 0.10 357 | 0.03 308 | 0.04 302 | 0.63 480 | 0.30 380 |
|
| CoDeX |  | 9.24 450 | 1.77 413 | 9.54 429 | 6.08 423 | 3.79 440 | 16.45 536 | 6.76 501 | 26.15 496 | 25.03 496 | 17.18 454 | 25.12 459 | 14.69 413 | 11.68 468 | 12.22 387 | 6.71 419 | 0.30 467 | 0.20 469 | 0.15 460 | 0.02 251 | 0.23 275 | 0.68 485 |
|
| CrosDoStereo |  | 9.24 450 | 1.29 229 | 8.16 349 | 4.56 287 | 1.04 194 | 7.52 349 | 15.00 630 | 15.85 343 | 24.31 488 | 24.27 572 | 33.44 580 | 13.37 391 | 13.82 510 | 12.23 388 | 8.86 480 | 0.01 145 | 0.11 379 | 0.09 400 | 0.04 302 | 0.36 371 | 0.53 453 |
|
| DeepStereo_LL |  | 9.24 450 | 1.29 229 | 8.16 349 | 4.56 287 | 1.04 194 | 7.52 349 | 15.00 630 | 15.85 343 | 24.31 488 | 24.27 572 | 33.44 580 | 13.37 391 | 13.82 510 | 12.23 388 | 8.86 480 | 0.01 145 | 0.11 379 | 0.09 400 | 0.04 302 | 0.36 371 | 0.53 453 |
|
| DRaft |  | 9.27 454 | 1.23 206 | 9.08 406 | 3.62 202 | 0.78 156 | 13.27 458 | 5.89 455 | 16.97 360 | 29.57 535 | 21.15 541 | 38.46 618 | 10.09 328 | 13.98 516 | 11.58 345 | 7.91 454 | 0.43 505 | 0.30 531 | 0.06 365 | 0.26 498 | 0.26 298 | 0.45 436 |
|
| MyStereo05 |  | 9.29 455 | 1.76 407 | 8.95 390 | 6.19 433 | 4.40 483 | 7.09 337 | 9.95 559 | 31.21 565 | 40.82 624 | 17.31 456 | 12.93 301 | 10.33 331 | 12.52 487 | 13.93 459 | 7.05 426 | 0.06 340 | 0.10 357 | 0.02 288 | 0.04 302 | 0.73 501 | 0.29 377 |
|
| MLCV |  | 9.32 456 | 2.22 485 | 12.55 507 | 5.22 352 | 1.32 238 | 13.79 469 | 1.35 161 | 21.14 436 | 23.65 477 | 21.91 549 | 31.37 545 | 17.14 455 | 7.57 367 | 16.00 513 | 10.18 500 | 0.22 430 | 0.01 47 | 0.03 308 | 0.02 251 | 0.40 393 | 0.29 377 |
|
| DispNO |  | 9.33 457 | 1.78 416 | 15.84 561 | 5.73 389 | 5.74 567 | 12.24 438 | 4.81 428 | 25.06 479 | 21.10 443 | 16.70 444 | 20.86 408 | 17.78 467 | 11.76 469 | 16.74 528 | 8.85 479 | 0.22 430 | 0.15 432 | 0.03 308 | 0.12 411 | 0.41 396 | 0.64 480 |
|
| test_sample5 |  | 9.36 458 | 1.61 354 | 9.63 435 | 5.30 357 | 2.52 361 | 15.42 506 | 6.00 463 | 27.25 509 | 19.96 430 | 18.36 486 | 31.81 555 | 15.99 433 | 11.29 454 | 13.21 438 | 7.66 446 | 0.23 440 | 0.08 317 | 0.07 377 | 0.04 302 | 0.48 423 | 0.34 398 |
|
| BEATNet_4x |  | 9.37 459 | 4.85 572 | 12.05 502 | 5.48 370 | 1.35 250 | 13.15 456 | 6.15 472 | 25.06 479 | 16.74 390 | 16.18 425 | 24.65 454 | 17.29 461 | 12.51 486 | 16.91 531 | 10.92 511 | 0.38 486 | 0.18 456 | 0.81 583 | 0.05 331 | 1.95 576 | 0.65 482 |
|
| DNS |  | 9.38 460 | 14.54 658 | 3.54 64 | 2.57 81 | 1.33 243 | 3.06 65 | 1.47 170 | 9.42 185 | 3.79 130 | 1.36 48 | 4.88 154 | 3.61 171 | 3.07 158 | 29.11 636 | 22.21 605 | 0.13 385 | 3.45 671 | 0.42 540 | 0.41 555 | 38.21 702 | 40.94 710 |
|
| THIR-Stereo |  | 9.38 460 | 1.78 416 | 8.50 369 | 4.74 296 | 0.71 137 | 15.92 516 | 11.93 599 | 16.39 351 | 21.56 450 | 24.27 572 | 32.07 559 | 14.40 406 | 14.14 520 | 11.49 338 | 8.39 470 | 0.05 319 | 0.25 514 | 0.10 419 | 0.05 331 | 0.33 359 | 0.58 467 |
|
| ff1 |  | 9.41 462 | 1.43 277 | 9.67 439 | 5.70 383 | 3.44 419 | 11.96 431 | 6.35 477 | 18.45 391 | 16.31 385 | 15.83 417 | 31.44 549 | 17.22 457 | 10.87 442 | 16.19 516 | 21.98 601 | 0.00 1 | 0.05 212 | 0.80 578 | 0.08 372 | 0.26 298 | 0.14 242 |
|
| G2L-ROB |  | 9.43 463 | 1.49 302 | 8.01 340 | 5.66 380 | 4.08 458 | 11.74 424 | 7.70 526 | 29.33 538 | 18.14 413 | 19.72 510 | 21.64 422 | 22.32 522 | 11.02 447 | 16.47 523 | 10.74 510 | 0.02 232 | 0.01 47 | 0.00 1 | 0.00 1 | 0.19 247 | 0.33 394 |
|
| GANet-RSSM |  | 9.48 464 | 1.32 241 | 6.45 260 | 6.72 471 | 5.51 553 | 12.78 449 | 6.03 468 | 26.55 500 | 18.96 422 | 14.92 389 | 27.95 492 | 25.41 559 | 14.69 535 | 13.52 451 | 7.60 443 | 0.10 367 | 0.10 357 | 0.16 468 | 0.01 207 | 0.51 441 | 0.39 414 |
|
| UCFNet_RVC |  | 9.48 464 | 2.12 476 | 4.89 151 | 7.03 484 | 3.78 438 | 16.05 519 | 6.37 481 | 28.25 522 | 20.00 432 | 15.93 421 | 23.07 439 | 25.21 556 | 12.79 490 | 12.57 410 | 8.01 458 | 0.07 351 | 0.04 173 | 1.17 604 | 0.23 476 | 1.31 553 | 0.69 487 |
|
| DualNet |  | 9.49 466 | 1.61 354 | 9.63 435 | 5.30 357 | 2.52 361 | 15.42 506 | 6.00 463 | 27.25 509 | 19.96 430 | 19.40 502 | 33.22 576 | 15.99 433 | 11.29 454 | 13.21 438 | 7.66 446 | 0.23 440 | 0.08 317 | 0.07 377 | 0.04 302 | 0.48 423 | 0.34 398 |
|
| CFNet_pseudo |  | 9.58 467 | 1.91 433 | 10.73 476 | 4.53 283 | 2.91 393 | 14.26 479 | 2.75 340 | 26.73 504 | 32.14 566 | 17.10 451 | 23.02 438 | 22.14 519 | 8.74 397 | 12.17 386 | 7.43 432 | 0.20 419 | 0.45 570 | 1.24 613 | 0.24 486 | 2.49 589 | 0.49 447 |
|
| Anonymous3 |  | 9.60 468 | 3.45 541 | 29.83 636 | 9.58 568 | 4.75 503 | 24.51 604 | 10.20 571 | 24.04 470 | 18.77 420 | 10.42 301 | 14.64 314 | 7.97 292 | 8.75 398 | 14.05 463 | 5.80 402 | 2.44 631 | 1.39 634 | 0.08 388 | 0.06 352 | 0.73 501 | 0.48 443 |
|
| ccs_rob |  | 9.61 469 | 1.92 437 | 10.72 475 | 4.55 285 | 2.89 390 | 14.33 481 | 2.86 349 | 26.85 505 | 32.36 569 | 17.05 449 | 22.91 437 | 22.12 518 | 8.70 395 | 12.10 382 | 7.44 433 | 0.19 411 | 0.44 565 | 1.38 615 | 0.25 492 | 2.68 592 | 0.57 464 |
|
| PCWNet_CMD |  | 9.64 470 | 1.77 413 | 10.59 472 | 4.80 302 | 2.90 391 | 16.25 533 | 2.42 321 | 29.37 540 | 34.10 582 | 17.41 457 | 22.04 428 | 19.10 489 | 7.70 370 | 12.05 374 | 6.86 421 | 0.22 430 | 0.45 570 | 0.80 578 | 0.22 467 | 3.11 604 | 0.69 487 |
|
| MSMDNet |  | 9.64 470 | 1.77 413 | 10.63 473 | 4.83 303 | 2.90 391 | 16.35 534 | 2.37 314 | 29.33 538 | 34.29 585 | 17.43 459 | 22.10 430 | 19.05 488 | 7.79 375 | 12.11 384 | 6.87 422 | 0.23 440 | 0.46 572 | 0.67 567 | 0.21 464 | 2.77 595 | 0.60 470 |
|
| DCVSM-stereo |  | 9.70 472 | 1.83 423 | 11.36 488 | 5.81 393 | 3.59 428 | 10.57 397 | 3.00 353 | 18.71 396 | 22.11 459 | 23.79 570 | 19.02 375 | 29.73 585 | 17.68 578 | 13.33 443 | 9.11 485 | 0.21 424 | 1.14 628 | 0.27 509 | 0.06 352 | 0.75 507 | 1.89 577 |
|
| BSDual-CNN |  | 9.70 472 | 1.48 296 | 7.93 332 | 6.74 472 | 3.96 448 | 16.10 523 | 7.13 512 | 33.06 594 | 21.58 451 | 17.99 472 | 21.34 414 | 22.28 520 | 11.53 462 | 14.18 464 | 7.81 449 | 0.19 411 | 0.13 408 | 0.14 453 | 0.04 302 | 0.30 329 | 0.09 173 |
|
| PSMNet-RSSM |  | 9.71 474 | 1.73 389 | 6.09 245 | 7.47 508 | 4.27 469 | 10.06 386 | 6.00 463 | 29.14 534 | 21.74 455 | 15.76 415 | 32.88 571 | 22.63 523 | 13.18 497 | 12.94 428 | 9.12 486 | 0.09 359 | 0.02 108 | 0.07 377 | 0.10 398 | 0.70 494 | 0.24 350 |
|
| IER |  | 9.78 475 | 1.55 325 | 9.97 454 | 4.51 281 | 5.23 532 | 13.78 467 | 5.11 431 | 26.66 502 | 22.79 468 | 19.69 509 | 29.45 514 | 16.42 440 | 18.52 589 | 13.64 456 | 7.57 440 | 0.06 340 | 0.03 149 | 0.18 475 | 0.09 386 | 0.18 243 | 0.23 343 |
|
| test_sample6 |  | 9.79 476 | 1.61 354 | 9.84 448 | 5.35 363 | 2.35 352 | 15.59 510 | 6.60 495 | 28.40 523 | 20.96 440 | 19.40 502 | 33.22 576 | 17.17 456 | 11.58 466 | 13.43 447 | 8.82 478 | 0.26 457 | 0.10 357 | 0.10 419 | 0.06 352 | 0.50 437 | 0.41 421 |
|
| psmg |  | 9.80 477 | 1.48 296 | 7.93 332 | 5.18 344 | 3.96 448 | 15.85 515 | 7.93 528 | 29.11 533 | 21.58 451 | 20.93 532 | 25.06 457 | 22.28 520 | 11.53 462 | 14.18 464 | 7.81 449 | 0.19 411 | 0.13 408 | 0.17 470 | 0.04 302 | 0.36 371 | 0.21 324 |
|
| gwcnet-sp |  | 9.81 478 | 2.82 517 | 13.47 524 | 5.99 414 | 4.27 469 | 16.20 529 | 5.91 456 | 25.55 485 | 24.34 491 | 21.01 534 | 20.69 401 | 15.22 420 | 14.96 539 | 14.50 475 | 9.97 495 | 0.05 319 | 0.15 432 | 0.02 288 | 0.08 372 | 0.49 432 | 0.51 449 |
|
| scenet |  | 9.81 478 | 2.82 517 | 13.47 524 | 5.99 414 | 4.27 469 | 16.20 529 | 5.91 456 | 25.55 485 | 24.34 491 | 21.01 534 | 20.69 401 | 15.22 420 | 14.96 539 | 14.50 475 | 9.97 495 | 0.05 319 | 0.15 432 | 0.02 288 | 0.08 372 | 0.49 432 | 0.51 449 |
|
| ssnet |  | 9.81 478 | 2.82 517 | 13.47 524 | 5.99 414 | 4.27 469 | 16.20 529 | 5.91 456 | 25.55 485 | 24.34 491 | 21.01 534 | 20.69 401 | 15.22 420 | 14.96 539 | 14.50 475 | 9.97 495 | 0.05 319 | 0.15 432 | 0.02 288 | 0.08 372 | 0.49 432 | 0.51 449 |
|
| CCAANet |  | 9.84 481 | 1.49 302 | 9.29 417 | 6.41 447 | 5.05 520 | 12.91 451 | 3.79 387 | 28.06 519 | 22.91 469 | 15.23 404 | 36.91 604 | 18.50 482 | 10.70 437 | 16.74 528 | 8.06 461 | 0.12 380 | 0.00 1 | 0.27 509 | 0.01 207 | 0.20 251 | 0.15 263 |
|
| CFNet-ft |   | 9.87 482 | 2.18 483 | 5.49 204 | 7.45 506 | 5.25 534 | 15.76 512 | 5.98 461 | 21.89 446 | 21.87 456 | 14.96 390 | 30.02 522 | 25.68 560 | 13.68 506 | 12.46 403 | 10.94 513 | 0.08 355 | 0.06 251 | 1.83 621 | 0.22 467 | 1.09 534 | 0.43 428 |
|
| CFNet_RVC |  | 9.87 482 | 2.18 483 | 5.49 204 | 7.45 506 | 5.25 534 | 15.76 512 | 5.98 461 | 21.89 446 | 21.87 456 | 14.96 390 | 30.02 522 | 25.68 560 | 13.68 506 | 12.46 403 | 10.94 513 | 0.08 355 | 0.06 251 | 1.83 621 | 0.22 467 | 1.09 534 | 0.43 428 |
|
| PSMNet-ADL |  | 9.88 484 | 2.01 458 | 6.80 278 | 9.18 555 | 4.26 468 | 15.11 498 | 3.50 373 | 27.12 508 | 24.42 494 | 14.72 384 | 18.96 373 | 25.32 558 | 13.43 501 | 15.76 499 | 14.04 541 | 0.79 567 | 0.78 611 | 0.00 1 | 0.02 251 | 0.26 298 | 1.18 547 |
|
| qqq1 |  | 9.96 485 | 1.37 256 | 13.37 519 | 4.41 273 | 1.30 232 | 14.40 485 | 3.29 363 | 30.25 550 | 29.81 539 | 19.55 504 | 29.37 507 | 18.06 474 | 14.40 527 | 15.42 490 | 3.18 292 | 0.38 486 | 0.21 477 | 0.00 1 | 0.01 207 | 0.29 320 | 0.18 291 |
|
| fff1 |  | 9.96 485 | 1.37 256 | 13.37 519 | 4.41 273 | 1.30 232 | 14.40 485 | 3.29 363 | 30.25 550 | 29.81 539 | 19.55 504 | 29.37 507 | 18.06 474 | 14.40 527 | 15.42 490 | 3.18 292 | 0.38 486 | 0.21 477 | 0.00 1 | 0.01 207 | 0.29 320 | 0.18 291 |
|
| UGAM |  | 10.01 487 | 1.28 225 | 9.19 415 | 6.53 455 | 4.31 475 | 6.72 327 | 10.45 576 | 15.31 326 | 25.98 507 | 20.56 526 | 27.42 488 | 22.70 525 | 11.49 460 | 26.30 622 | 10.64 509 | 0.00 1 | 0.00 1 | 0.46 544 | 0.03 278 | 0.39 388 | 0.43 428 |
|
| UDGNet |  | 10.05 488 | 13.89 656 | 10.00 460 | 9.36 559 | 2.69 375 | 7.82 354 | 1.88 267 | 18.86 401 | 34.64 587 | 17.52 463 | 13.70 306 | 13.40 393 | 7.18 361 | 13.01 433 | 6.30 414 | 5.30 658 | 0.08 317 | 12.57 682 | 2.80 649 | 8.19 656 | 1.71 572 |
|
| Selective-IGEV-i16pc |  | 10.06 489 | 1.72 388 | 15.71 559 | 5.65 377 | 1.66 281 | 36.81 668 | 11.67 595 | 18.83 400 | 26.73 516 | 10.16 297 | 21.57 418 | 15.78 429 | 7.07 357 | 14.19 467 | 8.16 466 | 2.15 622 | 0.94 623 | 0.26 506 | 0.53 580 | 0.77 510 | 0.87 515 |
|
| cf-r |  | 10.06 489 | 1.60 349 | 7.99 338 | 5.82 394 | 5.70 564 | 12.92 452 | 4.78 423 | 24.18 473 | 27.47 522 | 16.91 448 | 31.02 540 | 25.12 555 | 14.05 517 | 11.63 352 | 11.01 516 | 0.03 272 | 0.03 149 | 0.05 342 | 0.03 278 | 0.43 402 | 0.39 414 |
|
| ICVP |  | 10.07 491 | 1.73 389 | 6.11 246 | 9.08 551 | 3.31 414 | 12.25 439 | 6.56 492 | 26.30 498 | 22.52 464 | 16.49 436 | 31.80 554 | 26.94 571 | 12.42 482 | 11.35 333 | 10.92 511 | 1.17 601 | 0.57 594 | 0.17 470 | 0.10 398 | 0.58 469 | 1.07 538 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| G2L-Stereo |  | 10.09 492 | 1.97 445 | 9.53 428 | 7.09 488 | 4.21 465 | 9.10 375 | 8.53 538 | 29.05 532 | 22.51 463 | 19.28 501 | 25.57 465 | 22.70 525 | 10.67 436 | 15.44 494 | 14.88 551 | 0.25 452 | 0.04 173 | 0.08 388 | 0.01 207 | 0.36 371 | 0.42 424 |
|
| hknet |  | 10.13 493 | 1.56 335 | 10.27 466 | 6.74 472 | 3.72 435 | 16.10 523 | 7.13 512 | 33.06 594 | 21.12 444 | 17.99 472 | 21.34 414 | 23.11 528 | 14.95 538 | 16.43 522 | 8.34 469 | 0.14 388 | 0.13 408 | 0.14 453 | 0.04 302 | 0.30 329 | 0.09 173 |
|
| AdaStereo |  | 10.22 494 | 3.63 545 | 9.14 413 | 9.15 553 | 3.24 412 | 15.79 514 | 5.39 444 | 31.94 575 | 25.42 500 | 18.39 487 | 26.47 476 | 19.44 494 | 9.50 416 | 16.60 526 | 8.59 474 | 0.44 507 | 0.05 212 | 0.40 539 | 0.00 1 | 0.57 465 | 0.16 272 |
| Xiao Song, Guorun Yang, Xinge Zhu, Hui Zhou, Zhe Wang, Jianping Shi: AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021. |
| DNSM |  | 10.24 495 | 13.15 650 | 3.65 74 | 3.15 145 | 1.21 222 | 4.01 113 | 1.52 183 | 9.58 192 | 4.09 136 | 3.14 151 | 3.64 101 | 2.67 147 | 4.96 262 | 29.52 641 | 33.91 666 | 0.09 359 | 3.30 668 | 0.00 1 | 0.29 512 | 41.94 705 | 41.00 711 |
|
| CFNet_ucs |  | 10.25 496 | 1.91 433 | 11.88 496 | 4.98 315 | 4.08 458 | 15.11 498 | 3.57 382 | 28.02 518 | 31.98 565 | 18.21 479 | 25.20 460 | 23.27 531 | 9.38 413 | 13.38 444 | 7.22 428 | 0.23 440 | 0.81 612 | 1.65 620 | 0.22 467 | 3.01 600 | 0.93 522 |
|
| iResNet |  | 10.26 497 | 3.10 532 | 15.72 560 | 7.35 499 | 2.13 333 | 13.86 472 | 7.07 509 | 22.80 458 | 28.01 525 | 20.10 518 | 30.40 528 | 16.79 445 | 11.06 448 | 14.46 474 | 10.29 505 | 0.39 495 | 0.05 212 | 0.00 1 | 0.07 363 | 0.73 501 | 0.73 495 |
|
| RAFT + AFF |  | 10.27 498 | 3.77 550 | 17.13 573 | 10.24 590 | 4.97 512 | 13.08 454 | 11.52 593 | 25.69 488 | 25.80 503 | 14.72 384 | 16.12 335 | 19.16 490 | 11.35 458 | 16.24 520 | 9.04 484 | 0.30 467 | 1.46 636 | 0.66 566 | 0.20 460 | 2.03 582 | 1.94 579 |
|
| ACVNet |  | 10.36 499 | 1.68 381 | 5.49 204 | 6.01 417 | 2.75 381 | 12.78 449 | 3.56 380 | 21.89 446 | 34.81 588 | 14.96 390 | 30.78 534 | 24.72 551 | 13.88 514 | 15.81 501 | 17.20 568 | 0.13 385 | 0.01 47 | 0.06 365 | 0.06 352 | 0.51 441 | 0.15 263 |
|
| G2L-Stereo_test |  | 10.39 500 | 1.61 354 | 7.86 328 | 4.75 299 | 4.34 479 | 11.83 426 | 11.94 600 | 32.49 586 | 22.58 465 | 23.08 564 | 24.40 450 | 21.48 511 | 11.95 473 | 15.64 495 | 13.00 528 | 0.04 293 | 0.06 251 | 0.01 257 | 0.02 251 | 0.32 351 | 0.37 408 |
|
| RT-IGEV |  | 10.44 501 | 1.62 360 | 11.92 497 | 5.95 410 | 2.23 341 | 21.30 583 | 14.50 623 | 29.47 541 | 24.30 487 | 21.51 545 | 20.17 390 | 23.81 540 | 12.18 477 | 13.13 437 | 4.90 376 | 0.10 367 | 0.27 522 | 0.05 342 | 0.37 545 | 0.52 448 | 0.55 458 |
|
| test_sample7 |  | 10.45 502 | 2.24 488 | 9.90 450 | 5.32 359 | 2.01 327 | 14.98 495 | 7.44 521 | 28.75 526 | 23.91 484 | 24.38 577 | 21.03 410 | 24.64 547 | 17.82 581 | 13.58 453 | 9.82 491 | 0.59 536 | 0.87 617 | 0.39 538 | 0.12 411 | 0.66 490 | 0.47 439 |
|
| tta |  | 10.45 502 | 1.37 256 | 13.37 519 | 4.41 273 | 1.30 232 | 14.39 482 | 3.29 363 | 30.25 550 | 29.81 539 | 19.55 504 | 29.37 507 | 18.06 474 | 14.40 527 | 15.42 490 | 12.69 525 | 0.38 486 | 0.21 477 | 0.28 517 | 0.03 278 | 0.29 320 | 0.18 291 |
|
| SMFormer |  | 10.46 504 | 1.37 256 | 13.37 519 | 4.41 273 | 1.30 232 | 14.40 485 | 3.29 363 | 30.25 550 | 29.81 539 | 19.55 504 | 29.37 507 | 18.06 474 | 14.40 527 | 15.42 490 | 12.70 526 | 0.38 486 | 0.21 477 | 0.28 517 | 0.03 278 | 0.33 359 | 0.31 388 |
|
| ToySt |  | 10.51 505 | 2.00 450 | 15.67 558 | 5.33 360 | 0.95 186 | 14.97 494 | 9.51 552 | 24.02 469 | 27.37 520 | 14.61 382 | 24.67 455 | 24.56 545 | 14.70 536 | 16.86 530 | 13.35 533 | 0.06 340 | 0.23 495 | 0.03 308 | 0.09 386 | 0.62 477 | 0.67 484 |
|
| AACVNet |  | 10.58 506 | 2.86 520 | 9.78 447 | 8.95 548 | 3.30 413 | 10.80 406 | 4.78 423 | 22.37 452 | 12.55 323 | 27.50 610 | 29.84 519 | 30.06 591 | 15.99 556 | 19.10 557 | 11.60 521 | 0.40 498 | 0.18 456 | 0.22 495 | 0.03 278 | 0.62 477 | 0.73 495 |
|
| GwcNet-RSSM |  | 10.65 507 | 1.94 441 | 8.57 373 | 6.89 481 | 5.26 537 | 12.26 440 | 5.21 433 | 25.80 491 | 31.50 556 | 16.67 442 | 33.52 582 | 23.70 538 | 13.88 514 | 12.84 421 | 13.67 537 | 0.05 319 | 0.10 357 | 0.14 453 | 0.02 251 | 0.65 486 | 0.39 414 |
|
| CFNet |  | 10.67 508 | 2.33 493 | 8.90 385 | 6.66 466 | 4.09 460 | 16.05 519 | 4.26 408 | 30.44 556 | 31.01 552 | 18.53 489 | 26.48 477 | 23.69 537 | 13.68 506 | 15.27 484 | 10.59 508 | 0.05 319 | 0.02 108 | 0.44 541 | 0.05 331 | 0.73 501 | 0.23 343 |
|
| DDVS |  | 10.70 509 | 3.00 528 | 11.95 498 | 6.84 479 | 3.80 441 | 15.73 511 | 2.83 347 | 23.57 465 | 17.37 400 | 20.98 533 | 29.89 520 | 31.40 601 | 8.70 395 | 19.22 560 | 13.19 531 | 0.74 560 | 1.53 639 | 0.07 377 | 0.21 464 | 0.84 516 | 2.11 585 |
|
| mmx |  | 10.71 510 | 1.43 277 | 9.67 439 | 5.70 383 | 3.44 419 | 11.96 431 | 6.35 477 | 32.18 579 | 28.03 526 | 15.83 417 | 31.44 549 | 17.22 457 | 10.87 442 | 16.19 516 | 21.98 601 | 0.22 430 | 0.06 251 | 0.80 578 | 0.08 372 | 0.48 423 | 0.21 324 |
|
| xxx |   | 10.71 510 | 1.43 277 | 9.67 439 | 5.70 383 | 3.44 419 | 11.96 431 | 6.35 477 | 32.18 579 | 28.03 526 | 15.83 417 | 31.44 549 | 17.22 457 | 10.87 442 | 16.19 516 | 21.98 601 | 0.22 430 | 0.06 251 | 0.80 578 | 0.08 372 | 0.48 423 | 0.21 324 |
|
| NINENet |  | 10.74 512 | 2.29 490 | 10.44 469 | 8.03 527 | 5.09 522 | 17.62 554 | 2.79 343 | 38.69 650 | 33.24 577 | 18.35 485 | 26.31 474 | 14.49 408 | 9.40 414 | 15.88 504 | 10.57 506 | 0.41 500 | 0.21 477 | 0.29 521 | 0.00 1 | 0.42 400 | 0.23 343 |
|
| LMCR-Stereo |   | 10.75 513 | 4.13 561 | 10.67 474 | 13.11 634 | 3.99 453 | 16.68 541 | 5.91 456 | 25.30 482 | 22.69 466 | 22.04 551 | 21.80 423 | 14.67 412 | 14.24 523 | 20.55 587 | 15.86 557 | 1.90 617 | 0.04 173 | 0.00 1 | 0.02 251 | 1.29 550 | 0.18 291 |
|
| DeepPruner_ROB |  | 10.77 514 | 4.56 567 | 13.13 514 | 6.37 443 | 4.28 474 | 10.14 387 | 6.86 503 | 36.42 631 | 19.59 425 | 17.87 468 | 27.37 487 | 23.19 530 | 12.26 478 | 19.09 556 | 10.23 503 | 1.05 594 | 0.48 576 | 0.23 499 | 0.15 431 | 0.89 522 | 1.17 545 |
|
| LL-Strereo |  | 10.79 515 | 3.52 543 | 12.54 506 | 8.77 544 | 5.44 550 | 7.49 346 | 9.26 548 | 35.15 619 | 28.70 531 | 16.47 435 | 15.85 331 | 21.06 508 | 17.42 576 | 21.62 593 | 9.72 490 | 0.21 424 | 0.22 487 | 0.74 572 | 0.08 372 | 0.98 528 | 0.60 470 |
|
| DAS |  | 10.80 516 | 2.03 463 | 13.96 532 | 9.01 549 | 6.23 584 | 14.67 491 | 7.38 519 | 21.59 440 | 32.58 572 | 18.67 492 | 28.13 494 | 19.20 491 | 17.08 571 | 16.54 525 | 7.31 430 | 0.58 532 | 0.01 47 | 0.29 521 | 0.01 207 | 0.47 420 | 0.20 312 |
|
| GMStereo_Zeroshot |   | 10.83 517 | 7.81 615 | 19.95 604 | 9.55 566 | 2.47 360 | 11.83 426 | 1.31 153 | 20.84 431 | 20.52 434 | 22.73 558 | 35.93 597 | 24.76 553 | 5.94 306 | 19.68 564 | 7.04 425 | 0.45 509 | 0.02 108 | 0.25 503 | 0.01 207 | 5.38 638 | 0.19 307 |
|
| HSM-Net_RVC |   | 10.88 518 | 1.23 206 | 5.46 199 | 5.57 373 | 2.63 372 | 20.12 573 | 6.06 470 | 27.67 515 | 28.35 530 | 20.63 528 | 25.51 463 | 34.01 624 | 14.38 526 | 16.18 515 | 9.29 487 | 0.11 374 | 0.07 280 | 0.01 257 | 0.00 1 | 0.13 204 | 0.14 242 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| NOSS_ROB |  | 10.99 519 | 3.81 553 | 6.88 281 | 6.69 468 | 2.30 347 | 16.06 521 | 10.94 581 | 30.06 547 | 32.41 570 | 16.10 424 | 18.72 370 | 22.78 527 | 14.21 522 | 17.52 536 | 8.62 476 | 2.35 626 | 1.84 644 | 3.32 648 | 1.57 632 | 2.06 583 | 1.52 563 |
|
| ac_64 |  | 11.10 520 | 1.49 302 | 9.88 449 | 8.24 534 | 5.45 551 | 19.12 565 | 6.46 486 | 24.10 471 | 14.34 352 | 22.80 560 | 23.87 447 | 33.28 617 | 15.54 551 | 18.87 552 | 17.26 570 | 0.28 463 | 0.12 392 | 0.02 288 | 0.02 251 | 0.26 298 | 0.63 474 |
|
| 1111x |  | 11.32 521 | 1.34 249 | 8.95 390 | 5.20 348 | 1.96 320 | 14.46 488 | 7.75 527 | 35.65 624 | 28.23 529 | 15.66 413 | 26.66 480 | 26.65 565 | 14.76 537 | 15.88 504 | 22.27 607 | 0.24 446 | 0.13 408 | 0.04 331 | 0.06 352 | 0.30 329 | 0.24 350 |
|
| HSM |  | 11.33 522 | 1.80 421 | 7.04 291 | 6.13 430 | 3.99 453 | 16.16 527 | 6.92 506 | 29.69 545 | 19.39 423 | 22.95 561 | 26.05 472 | 41.08 660 | 15.79 554 | 20.25 578 | 8.89 483 | 0.02 232 | 0.03 149 | 0.01 257 | 0.00 1 | 0.15 218 | 0.34 398 |
|
| SepStereo |  | 11.34 523 | 2.03 463 | 13.96 532 | 9.01 549 | 6.23 584 | 14.67 491 | 7.38 519 | 21.59 440 | 32.58 572 | 18.67 492 | 28.13 494 | 19.20 491 | 17.08 571 | 27.36 627 | 7.31 430 | 0.58 532 | 0.01 47 | 0.29 521 | 0.01 207 | 0.47 420 | 0.20 312 |
|
| DMCA-RVC |   | 11.41 524 | 3.32 537 | 11.68 493 | 10.12 585 | 4.81 504 | 11.92 429 | 4.11 398 | 24.67 477 | 23.66 479 | 20.06 517 | 28.51 501 | 26.71 566 | 24.96 628 | 15.95 512 | 14.82 548 | 0.41 500 | 0.34 546 | 0.56 556 | 0.16 434 | 0.72 500 | 0.69 487 |
|
| ITSA-stereo |  | 11.44 525 | 2.03 463 | 10.92 483 | 5.90 405 | 1.78 298 | 12.05 435 | 4.17 403 | 36.77 634 | 49.15 661 | 18.17 477 | 18.53 368 | 21.79 514 | 12.59 488 | 15.74 498 | 14.05 542 | 0.45 509 | 0.39 550 | 0.28 517 | 0.29 512 | 0.98 528 | 2.81 601 |
|
| test_xeample |   | 11.49 526 | 1.24 213 | 7.50 311 | 5.22 352 | 2.18 338 | 17.40 547 | 6.49 488 | 31.14 564 | 22.77 467 | 17.90 470 | 33.09 575 | 18.48 481 | 14.61 533 | 13.51 450 | 37.38 680 | 0.16 400 | 0.13 408 | 0.01 257 | 0.03 278 | 0.23 275 | 0.24 350 |
|
| coex_refinement |  | 11.56 527 | 1.53 317 | 7.45 310 | 8.18 531 | 5.09 522 | 17.10 544 | 7.07 509 | 31.05 563 | 32.20 568 | 18.57 490 | 30.81 536 | 25.84 562 | 12.31 480 | 13.41 446 | 19.47 583 | 0.23 440 | 0.04 173 | 0.02 288 | 0.10 398 | 0.44 405 | 0.37 408 |
|
| RASNet |  | 11.59 528 | 1.71 386 | 10.36 468 | 6.30 439 | 5.66 560 | 15.48 508 | 6.12 471 | 34.50 613 | 20.86 439 | 16.61 440 | 32.51 566 | 22.04 517 | 23.00 612 | 19.44 561 | 16.15 561 | 0.71 552 | 0.03 149 | 0.05 342 | 0.01 207 | 0.15 218 | 0.13 231 |
|
| ACV-stereo |  | 11.65 529 | 5.15 579 | 28.84 629 | 6.80 476 | 3.33 415 | 20.38 574 | 6.59 494 | 21.03 433 | 20.57 435 | 17.67 465 | 20.95 409 | 26.81 568 | 16.69 563 | 20.19 576 | 13.26 532 | 0.72 554 | 1.11 627 | 0.15 460 | 0.09 386 | 0.65 486 | 2.13 586 |
|
| iResNet_ROB |  | 11.71 530 | 1.96 444 | 10.77 477 | 6.01 417 | 3.68 433 | 15.13 500 | 2.34 310 | 31.72 572 | 37.58 607 | 26.16 598 | 32.77 568 | 25.88 563 | 15.34 549 | 16.35 521 | 7.94 455 | 0.19 411 | 0.01 47 | 0.00 1 | 0.00 1 | 0.31 341 | 0.12 214 |
|
| UPFNet |  | 11.72 531 | 1.52 315 | 10.33 467 | 7.38 501 | 7.14 609 | 20.05 572 | 9.62 554 | 28.90 531 | 25.94 506 | 20.02 515 | 29.73 518 | 20.91 505 | 16.34 559 | 18.61 550 | 16.17 562 | 0.26 457 | 0.17 448 | 0.25 503 | 0.03 278 | 0.55 456 | 0.56 463 |
|
| FADNet-RVC-Resample |  | 11.72 531 | 4.35 565 | 30.33 639 | 9.46 564 | 3.90 445 | 14.11 474 | 7.17 514 | 25.78 489 | 23.31 471 | 23.27 566 | 29.52 515 | 19.50 496 | 15.00 543 | 15.38 489 | 8.33 468 | 0.53 527 | 0.50 581 | 0.49 547 | 0.50 576 | 1.38 557 | 1.67 570 |
|
| xxxx |  | 11.74 533 | 1.16 184 | 7.88 329 | 5.61 375 | 1.99 324 | 20.46 575 | 3.12 359 | 33.99 604 | 23.76 483 | 15.53 410 | 30.67 530 | 26.88 570 | 14.50 531 | 12.98 431 | 35.48 671 | 0.19 411 | 0.18 456 | 0.01 257 | 0.02 251 | 0.22 260 | 0.27 367 |
|
| CBMV_ROB |  | 11.77 534 | 2.89 521 | 6.92 284 | 5.20 348 | 2.88 389 | 14.12 475 | 4.79 425 | 26.69 503 | 29.84 543 | 26.17 599 | 31.92 556 | 23.61 536 | 20.74 604 | 20.20 577 | 10.18 500 | 1.78 614 | 1.80 643 | 2.17 629 | 1.26 626 | 1.61 561 | 0.55 458 |
|
| PStereo |  | 11.80 535 | 21.18 678 | 5.14 170 | 4.07 233 | 1.27 229 | 10.57 397 | 8.37 534 | 16.06 347 | 37.64 608 | 11.94 320 | 1.56 54 | 11.27 347 | 10.54 434 | 24.16 608 | 33.61 662 | 10.87 682 | 1.46 636 | 1.51 617 | 0.88 601 | 14.24 680 | 9.68 676 |
|
| DSFCA |  | 11.85 536 | 2.01 458 | 12.93 512 | 5.40 367 | 6.87 602 | 15.36 502 | 10.45 576 | 30.68 558 | 31.84 558 | 25.99 595 | 23.52 442 | 22.03 516 | 14.05 517 | 20.28 581 | 12.46 523 | 0.57 531 | 0.41 554 | 0.28 517 | 0.38 548 | 1.02 530 | 0.47 439 |
|
| FADNet_RVC |  | 11.94 537 | 5.17 580 | 39.74 657 | 6.44 449 | 3.46 423 | 11.42 420 | 4.17 403 | 29.16 535 | 26.89 517 | 17.97 471 | 25.96 466 | 13.41 394 | 15.67 552 | 15.84 503 | 13.54 536 | 0.90 583 | 0.75 609 | 0.55 554 | 1.20 623 | 3.65 618 | 2.85 602 |
|
| iResNetv2_ROB |  | 12.00 538 | 2.91 523 | 13.46 523 | 5.82 394 | 3.73 436 | 13.15 456 | 6.45 485 | 34.15 606 | 36.02 598 | 25.25 587 | 33.81 586 | 29.79 587 | 14.24 523 | 13.61 455 | 6.10 410 | 0.21 424 | 0.02 108 | 0.12 436 | 0.00 1 | 0.82 514 | 0.25 357 |
|
| hitnet-ft |   | 12.04 539 | 2.11 473 | 6.14 247 | 7.27 496 | 3.90 445 | 25.98 619 | 3.56 380 | 22.56 453 | 23.74 481 | 20.55 524 | 33.81 586 | 31.59 602 | 18.67 592 | 19.47 562 | 17.20 568 | 0.42 504 | 1.36 633 | 0.35 531 | 0.07 363 | 1.11 537 | 0.86 513 |
|
| NLCA_NET_v2_RVC |  | 12.05 540 | 3.43 540 | 16.25 566 | 7.62 514 | 5.58 555 | 14.57 489 | 6.00 463 | 32.98 593 | 27.41 521 | 21.69 547 | 31.40 547 | 25.21 556 | 13.47 502 | 14.96 482 | 15.60 556 | 0.84 576 | 0.33 543 | 0.35 531 | 0.35 538 | 1.29 550 | 1.78 573 |
| 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 |  | 12.16 541 | 1.68 381 | 11.97 499 | 7.70 516 | 6.20 581 | 19.61 569 | 5.52 446 | 25.78 489 | 34.81 588 | 25.62 593 | 30.78 534 | 24.72 551 | 13.20 499 | 15.81 501 | 18.80 579 | 0.13 385 | 0.01 47 | 0.06 365 | 0.06 352 | 0.63 480 | 0.15 263 |
|
| dad |  | 12.24 542 | 10.20 631 | 13.68 529 | 6.64 465 | 1.47 257 | 13.55 465 | 3.58 383 | 17.62 371 | 35.33 593 | 27.15 609 | 32.65 567 | 30.85 595 | 10.86 441 | 14.33 470 | 10.04 498 | 2.95 638 | 0.55 592 | 7.92 672 | 0.91 606 | 3.35 613 | 1.17 545 |
|
| ISRNet |  | 12.26 543 | 2.02 460 | 17.38 574 | 12.71 631 | 6.24 586 | 7.39 344 | 1.62 204 | 29.23 537 | 31.94 564 | 22.65 557 | 35.28 593 | 24.62 546 | 15.27 547 | 15.28 485 | 13.76 539 | 0.78 563 | 1.00 624 | 2.30 632 | 0.52 578 | 0.92 527 | 4.29 626 |
|
| pcwnet_v2 |  | 12.32 544 | 2.00 450 | 17.53 578 | 7.79 521 | 5.69 563 | 17.06 543 | 3.69 386 | 36.52 632 | 46.17 651 | 20.55 524 | 29.39 512 | 16.50 441 | 13.00 496 | 15.70 497 | 9.32 488 | 0.50 521 | 1.00 624 | 0.34 530 | 0.24 486 | 2.00 579 | 1.38 555 |
|
| 222 |  | 12.33 545 | 1.29 229 | 8.09 344 | 6.06 422 | 2.14 334 | 19.51 568 | 2.53 327 | 33.63 600 | 23.55 474 | 21.72 548 | 30.51 529 | 20.11 500 | 16.77 565 | 13.22 440 | 46.51 702 | 0.15 397 | 0.14 425 | 0.01 257 | 0.03 278 | 0.26 298 | 0.26 361 |
|
| ADLNet |  | 12.34 546 | 2.22 485 | 10.14 463 | 8.38 537 | 6.78 599 | 17.56 550 | 9.05 542 | 33.21 597 | 26.28 511 | 27.06 606 | 26.01 468 | 26.80 567 | 13.76 509 | 16.99 532 | 18.74 578 | 0.24 446 | 0.39 550 | 0.23 499 | 0.10 398 | 0.64 484 | 2.16 591 |
|
| CBFPSM |  | 12.42 547 | 2.59 510 | 28.96 632 | 4.74 296 | 3.20 409 | 22.33 589 | 16.31 643 | 21.13 435 | 21.03 442 | 21.04 537 | 27.81 490 | 30.24 592 | 15.99 556 | 14.59 479 | 14.80 547 | 0.04 293 | 0.49 579 | 0.10 419 | 0.16 434 | 0.51 441 | 2.34 595 |
|
| DualNet (step1) |  | 12.44 548 | 4.86 573 | 17.49 575 | 5.97 411 | 2.94 396 | 17.57 551 | 8.30 531 | 28.75 526 | 23.91 484 | 24.38 577 | 21.03 410 | 24.64 547 | 17.82 581 | 13.58 453 | 9.82 491 | 6.44 666 | 0.87 617 | 6.62 661 | 7.44 674 | 3.20 609 | 3.11 609 |
|
| ADLNet2 |  | 12.44 548 | 2.17 480 | 12.84 511 | 9.17 554 | 5.82 570 | 20.00 571 | 10.13 569 | 32.53 588 | 36.22 601 | 18.62 491 | 19.39 378 | 21.96 515 | 17.07 570 | 21.43 592 | 19.42 582 | 0.24 446 | 0.15 432 | 0.06 365 | 0.08 372 | 0.86 518 | 0.57 464 |
|
| AASNet |  | 12.49 550 | 2.46 499 | 10.49 470 | 9.82 575 | 6.86 601 | 17.33 546 | 6.73 498 | 41.09 664 | 37.86 611 | 22.53 556 | 29.11 504 | 16.68 444 | 13.48 504 | 14.54 478 | 17.87 574 | 0.20 419 | 0.02 108 | 0.78 574 | 0.05 331 | 1.18 541 | 0.76 499 |
|
| HBP-ISP |  | 12.52 551 | 7.82 616 | 8.47 367 | 7.57 513 | 4.27 469 | 12.56 443 | 6.42 484 | 28.68 525 | 29.56 534 | 21.11 539 | 35.69 595 | 15.85 430 | 18.42 588 | 20.44 584 | 11.00 515 | 3.03 639 | 2.63 658 | 7.09 670 | 3.97 659 | 3.58 616 | 2.27 593 |
|
| Selective-IGEV-i16pb |  | 12.56 552 | 1.79 420 | 18.70 592 | 6.40 446 | 2.14 334 | 35.66 664 | 11.00 583 | 31.78 573 | 35.44 594 | 14.65 383 | 26.95 482 | 19.68 499 | 11.09 449 | 15.94 509 | 13.10 529 | 2.24 623 | 1.00 624 | 0.49 547 | 0.95 610 | 1.14 540 | 1.06 536 |
|
| CRFU-Net |  | 12.56 552 | 2.89 521 | 11.77 494 | 8.18 531 | 5.80 569 | 24.84 607 | 10.46 580 | 24.56 475 | 13.12 331 | 30.06 628 | 29.37 507 | 29.09 578 | 19.64 597 | 19.96 569 | 18.53 577 | 0.82 573 | 0.48 576 | 0.27 509 | 0.15 431 | 0.53 449 | 0.68 485 |
|
| UNet |  | 12.64 554 | 2.02 460 | 13.36 518 | 6.85 480 | 7.76 623 | 25.31 616 | 4.74 422 | 34.10 605 | 28.19 528 | 20.03 516 | 31.07 541 | 27.02 573 | 17.36 574 | 20.18 575 | 13.87 540 | 0.06 340 | 0.05 212 | 0.27 509 | 0.01 207 | 0.23 275 | 0.39 414 |
|
| delet |  | 12.65 555 | 1.85 426 | 11.36 488 | 7.71 518 | 6.22 583 | 22.52 591 | 10.22 573 | 28.14 521 | 37.67 609 | 19.66 508 | 29.24 506 | 21.00 507 | 15.99 556 | 21.97 594 | 17.77 573 | 0.03 272 | 0.07 280 | 0.19 483 | 0.04 302 | 0.60 472 | 0.75 498 |
|
| HGLStereo |  | 12.72 556 | 2.66 512 | 12.34 503 | 9.93 579 | 7.55 617 | 16.16 527 | 7.45 522 | 31.48 570 | 27.01 518 | 20.01 514 | 35.31 594 | 26.98 572 | 18.90 593 | 17.87 540 | 18.90 580 | 0.33 473 | 0.16 443 | 0.07 377 | 0.05 331 | 0.48 423 | 0.70 491 |
|
| GEStereo_RVC |  | 12.81 557 | 2.49 502 | 13.64 527 | 9.68 571 | 4.97 512 | 18.16 556 | 11.30 589 | 31.26 566 | 47.47 654 | 19.84 511 | 26.97 483 | 19.03 487 | 13.19 498 | 20.14 574 | 14.86 550 | 0.83 575 | 0.51 585 | 0.10 419 | 0.13 416 | 0.54 452 | 0.99 529 |
|
| CSP-Net |  | 12.85 558 | 2.95 525 | 9.64 437 | 5.94 409 | 3.96 448 | 25.85 617 | 9.93 558 | 28.81 530 | 26.00 508 | 29.31 624 | 32.44 565 | 30.00 589 | 15.16 545 | 20.25 578 | 14.30 545 | 0.55 530 | 0.19 463 | 0.03 308 | 0.00 1 | 0.65 486 | 0.98 528 |
|
| SGM-Forest |  | 12.92 559 | 1.87 427 | 6.61 264 | 5.68 381 | 2.05 329 | 23.19 597 | 11.30 589 | 34.24 609 | 30.77 550 | 26.54 601 | 31.99 557 | 29.98 588 | 15.74 553 | 21.17 591 | 13.36 534 | 1.05 594 | 0.33 543 | 0.84 585 | 0.01 207 | 0.71 496 | 0.97 525 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| MMNet |  | 12.97 560 | 2.08 469 | 12.74 509 | 6.98 483 | 6.27 588 | 26.39 624 | 4.73 421 | 23.10 461 | 41.79 629 | 25.48 591 | 32.29 564 | 21.09 509 | 17.79 579 | 19.52 563 | 17.90 575 | 0.19 411 | 0.07 280 | 0.10 419 | 0.00 1 | 0.37 378 | 0.59 469 |
|
| STTStereo |  | 12.97 560 | 4.88 576 | 26.57 625 | 7.54 511 | 5.41 547 | 13.43 460 | 6.49 488 | 30.53 557 | 26.35 513 | 25.14 586 | 31.43 548 | 32.00 605 | 14.12 519 | 16.01 514 | 14.83 549 | 0.29 465 | 0.31 535 | 0.67 567 | 1.08 617 | 1.21 543 | 1.11 539 |
|
| TDLM |  | 12.98 562 | 3.78 551 | 9.77 446 | 10.75 604 | 4.94 510 | 16.10 523 | 14.08 619 | 35.05 617 | 31.87 559 | 22.36 553 | 26.51 479 | 26.09 564 | 14.97 542 | 24.73 614 | 13.11 530 | 1.05 594 | 0.05 212 | 1.21 608 | 0.27 505 | 1.83 572 | 1.00 531 |
|
| AANet_RVC |  | 13.16 563 | 5.34 584 | 10.83 480 | 8.20 533 | 4.44 486 | 14.13 476 | 9.46 551 | 28.78 529 | 37.67 609 | 23.44 568 | 37.47 609 | 23.48 534 | 15.83 555 | 22.39 598 | 16.63 564 | 1.67 611 | 0.86 615 | 0.24 502 | 0.02 251 | 0.63 480 | 1.60 566 |
|
| psm_up |  | 13.18 564 | 1.91 433 | 8.81 383 | 9.59 569 | 5.84 573 | 15.17 501 | 11.37 591 | 38.74 651 | 30.81 551 | 20.66 529 | 30.32 527 | 30.00 589 | 23.12 613 | 19.19 558 | 16.02 558 | 0.58 532 | 0.10 357 | 0.17 470 | 0.01 207 | 0.65 486 | 0.55 458 |
|
| xyz-stereo |  | 13.23 565 | 0.83 77 | 38.70 655 | 2.53 74 | 0.83 166 | 41.19 682 | 4.82 429 | 13.68 292 | 26.28 511 | 22.98 562 | 37.78 611 | 29.35 583 | 18.53 590 | 18.11 545 | 7.85 452 | 0.22 430 | 0.03 149 | 0.64 564 | 0.01 207 | 0.13 204 | 0.06 133 |
|
| ssnet_v2 |  | 13.23 565 | 2.43 496 | 11.25 485 | 7.34 498 | 2.92 395 | 23.05 596 | 12.95 607 | 35.93 627 | 32.92 576 | 21.23 542 | 25.38 461 | 28.81 577 | 15.22 546 | 22.57 599 | 19.81 586 | 0.18 407 | 0.08 317 | 0.19 483 | 0.05 331 | 1.24 546 | 1.06 536 |
|
| CVANet_RVC |  | 13.24 567 | 3.39 539 | 8.43 362 | 8.42 538 | 5.04 519 | 18.52 563 | 11.72 597 | 32.03 577 | 33.85 579 | 23.17 565 | 32.77 568 | 29.78 586 | 16.51 562 | 23.20 603 | 11.28 517 | 0.94 584 | 0.04 173 | 1.19 607 | 0.47 572 | 3.13 605 | 1.01 532 |
|
| FADNet-RVC |  | 13.27 568 | 11.57 646 | 39.71 656 | 7.94 524 | 4.50 492 | 15.41 505 | 6.95 508 | 27.96 516 | 22.98 470 | 20.37 523 | 30.73 533 | 26.86 569 | 11.31 457 | 20.50 586 | 14.28 544 | 0.14 388 | 0.14 425 | 0.13 448 | 0.18 441 | 2.83 596 | 0.86 513 |
|
| DLCB_ROB |  | 13.35 569 | 3.00 528 | 9.12 409 | 9.43 560 | 5.68 561 | 21.80 586 | 10.12 568 | 29.19 536 | 29.92 544 | 27.71 611 | 31.45 553 | 32.37 608 | 19.50 596 | 19.02 554 | 16.73 565 | 0.22 430 | 0.04 173 | 0.38 537 | 0.06 352 | 0.49 432 | 0.85 512 |
|
| StereoDRNet-Refined |  | 13.36 570 | 2.80 515 | 10.82 479 | 7.94 524 | 3.10 405 | 18.95 564 | 4.45 412 | 28.47 524 | 29.65 537 | 29.11 620 | 41.47 636 | 24.44 544 | 17.64 577 | 23.34 604 | 21.66 597 | 0.16 400 | 0.07 280 | 0.53 552 | 0.32 528 | 0.77 510 | 1.64 568 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| SACVNet |  | 13.38 571 | 4.08 559 | 11.41 490 | 11.67 621 | 5.79 568 | 17.28 545 | 9.39 549 | 32.77 590 | 22.29 460 | 28.11 614 | 33.35 578 | 32.48 609 | 21.86 608 | 19.75 565 | 10.28 504 | 1.00 590 | 0.48 576 | 0.85 586 | 0.29 512 | 1.31 553 | 3.08 607 |
|
| iinet-f |  | 13.51 572 | 4.29 562 | 45.90 670 | 6.01 417 | 3.96 448 | 21.00 578 | 13.40 613 | 27.40 513 | 21.12 444 | 21.11 539 | 30.72 532 | 21.49 512 | 16.96 568 | 15.33 486 | 19.50 584 | 0.12 380 | 0.42 558 | 0.09 400 | 0.05 331 | 0.89 522 | 0.39 414 |
|
| rvit_105_1 |  | 13.56 573 | 5.57 587 | 19.88 603 | 13.22 635 | 4.58 497 | 15.04 497 | 28.61 693 | 26.56 501 | 42.75 635 | 18.83 495 | 24.53 452 | 20.93 506 | 13.85 512 | 18.02 544 | 11.90 522 | 1.74 612 | 0.60 596 | 0.25 503 | 2.10 643 | 0.61 474 | 1.64 568 |
|
| CBMV |   | 13.69 574 | 3.63 545 | 8.02 341 | 5.93 408 | 2.69 375 | 22.57 592 | 12.44 604 | 29.81 546 | 31.57 557 | 31.20 634 | 33.79 585 | 31.04 596 | 17.41 575 | 25.28 617 | 14.11 543 | 0.71 552 | 0.60 596 | 0.60 560 | 0.11 408 | 1.11 537 | 1.13 542 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| PS-NSSS |  | 13.70 575 | 7.41 613 | 14.68 548 | 6.70 469 | 5.63 558 | 18.43 561 | 12.59 605 | 38.89 653 | 25.56 501 | 20.27 521 | 35.71 596 | 21.11 510 | 16.35 560 | 17.16 534 | 17.56 571 | 2.28 624 | 0.53 589 | 5.37 654 | 0.36 541 | 4.28 625 | 3.09 608 |
|
| FADNet |  | 14.18 576 | 10.92 640 | 37.56 652 | 7.79 521 | 6.64 593 | 17.48 549 | 6.91 505 | 34.73 615 | 34.03 580 | 18.85 496 | 27.02 484 | 28.26 575 | 14.24 523 | 17.77 539 | 10.09 499 | 0.41 500 | 0.67 603 | 0.37 535 | 0.37 545 | 8.13 654 | 1.34 552 |
|
| fast-acv-ft |  | 14.25 577 | 4.00 558 | 16.20 564 | 7.51 509 | 5.14 529 | 26.38 623 | 9.77 556 | 24.62 476 | 34.84 590 | 25.30 589 | 37.27 607 | 32.09 606 | 20.38 602 | 18.32 546 | 19.50 584 | 0.36 482 | 0.32 538 | 0.63 562 | 0.47 572 | 1.18 541 | 0.76 499 |
|
| DStereoRT |  | 14.31 578 | 2.30 491 | 10.03 462 | 10.45 594 | 5.01 518 | 18.36 558 | 6.38 482 | 27.11 507 | 26.47 514 | 15.77 416 | 24.40 450 | 10.48 333 | 14.62 534 | 17.08 533 | 9.45 489 | 1.32 605 | 0.51 585 | 57.89 713 | 25.93 702 | 0.56 463 | 2.01 582 |
|
| pmcnn |  | 14.59 579 | 3.68 548 | 19.78 602 | 6.83 478 | 4.51 493 | 21.27 582 | 14.67 625 | 27.37 511 | 30.54 547 | 27.09 608 | 40.19 628 | 38.71 646 | 18.53 590 | 17.70 538 | 19.27 581 | 0.84 576 | 0.09 336 | 0.00 1 | 0.00 1 | 0.48 423 | 0.31 388 |
|
| Anonymous_2 |  | 14.95 580 | 6.75 606 | 17.63 580 | 5.45 369 | 7.10 608 | 26.19 620 | 11.58 594 | 18.06 386 | 17.30 398 | 17.61 464 | 15.47 325 | 23.33 532 | 20.95 606 | 20.55 587 | 14.63 546 | 11.05 686 | 12.86 696 | 11.27 680 | 25.12 701 | 11.32 672 | 4.82 634 |
|
| z-ln-s-r |  | 14.97 581 | 6.05 591 | 40.55 659 | 5.39 366 | 5.41 547 | 13.95 473 | 13.34 612 | 21.84 444 | 36.75 604 | 18.86 497 | 43.90 654 | 23.71 539 | 16.41 561 | 22.64 601 | 28.99 653 | 0.02 232 | 0.02 108 | 0.00 1 | 0.00 1 | 1.04 532 | 0.48 443 |
|
| test_sample9 |  | 15.04 582 | 4.86 573 | 17.49 575 | 5.97 411 | 2.94 396 | 17.57 551 | 8.30 531 | 28.75 526 | 23.91 484 | 24.38 577 | 21.03 410 | 24.64 547 | 17.82 581 | 20.07 572 | 20.17 588 | 6.44 666 | 36.07 710 | 6.62 661 | 7.44 674 | 3.20 609 | 3.11 609 |
|
| NVstereo2D |  | 15.15 583 | 2.97 526 | 16.28 567 | 9.23 557 | 7.56 618 | 30.03 640 | 9.53 553 | 42.80 674 | 42.72 634 | 15.11 396 | 27.03 485 | 23.16 529 | 16.93 567 | 24.28 610 | 15.45 554 | 3.07 641 | 0.43 563 | 1.44 616 | 0.61 586 | 6.74 644 | 7.60 662 |
|
| TCMNet |  | 15.19 584 | 6.68 604 | 19.70 600 | 13.83 640 | 12.53 670 | 26.35 622 | 13.66 614 | 29.47 541 | 35.21 591 | 24.71 581 | 31.20 543 | 23.44 533 | 15.13 544 | 18.97 553 | 22.59 610 | 1.13 598 | 0.65 600 | 2.04 625 | 0.97 612 | 3.18 606 | 2.31 594 |
|
| Wz-Net-LNSev-Ref |  | 15.26 585 | 3.68 548 | 27.36 627 | 7.11 491 | 5.83 572 | 24.88 609 | 12.12 602 | 30.19 549 | 36.12 600 | 27.08 607 | 45.98 659 | 29.10 579 | 13.65 505 | 20.45 585 | 20.26 591 | 0.67 549 | 0.00 1 | 0.10 419 | 0.00 1 | 0.32 351 | 0.26 361 |
|
| StereoDRNet |  | 15.30 586 | 4.47 566 | 14.35 544 | 10.71 600 | 8.69 637 | 25.02 612 | 11.03 584 | 39.66 655 | 35.62 596 | 29.17 621 | 28.81 502 | 34.05 625 | 17.80 580 | 18.80 551 | 23.77 616 | 0.41 500 | 0.30 531 | 0.15 460 | 0.14 422 | 1.64 564 | 1.42 557 |
|
| FINET |  | 15.49 587 | 6.08 592 | 24.99 620 | 8.12 529 | 7.69 621 | 21.80 586 | 22.35 673 | 33.76 602 | 48.27 656 | 25.99 595 | 32.27 563 | 19.48 495 | 16.83 566 | 19.07 555 | 16.38 563 | 1.37 606 | 0.70 604 | 0.95 593 | 0.27 505 | 2.61 591 | 0.90 518 |
|
| DRN-Test |  | 15.88 588 | 3.83 554 | 14.70 549 | 9.96 581 | 8.02 630 | 28.93 637 | 14.65 624 | 42.34 669 | 38.25 614 | 28.18 615 | 34.31 590 | 29.22 581 | 18.35 587 | 20.01 570 | 22.68 611 | 0.37 485 | 0.41 554 | 0.46 544 | 0.28 508 | 1.28 549 | 1.34 552 |
|
| YMNet |  | 15.91 589 | 5.68 589 | 21.74 612 | 10.94 607 | 8.77 639 | 25.22 614 | 9.21 545 | 32.22 583 | 31.35 553 | 33.81 652 | 38.84 619 | 34.00 622 | 17.83 584 | 19.95 567 | 21.57 595 | 0.87 579 | 1.30 629 | 1.22 610 | 0.91 606 | 1.64 564 | 1.18 547 |
|
| YMNet_1 |  | 15.91 589 | 5.68 589 | 21.74 612 | 10.94 607 | 8.77 639 | 25.22 614 | 9.21 545 | 32.22 583 | 31.35 553 | 33.81 652 | 38.84 619 | 34.00 622 | 17.83 584 | 19.95 567 | 21.57 595 | 0.87 579 | 1.30 629 | 1.22 610 | 0.91 606 | 1.64 564 | 1.18 547 |
|
| SDNR |  | 16.15 591 | 5.23 582 | 28.92 631 | 5.73 389 | 6.05 580 | 56.85 702 | 3.26 360 | 23.18 462 | 29.73 538 | 20.62 527 | 36.48 600 | 13.59 398 | 16.97 569 | 18.43 547 | 13.44 535 | 10.56 681 | 13.84 698 | 3.10 645 | 0.44 567 | 7.80 650 | 8.81 669 |
|
| PA-Net |  | 16.29 592 | 6.88 608 | 27.34 626 | 9.88 578 | 11.12 659 | 21.77 585 | 28.15 692 | 32.06 578 | 39.49 615 | 19.99 513 | 27.91 491 | 23.50 535 | 20.59 603 | 20.25 578 | 24.04 619 | 0.24 446 | 2.26 654 | 0.22 495 | 4.59 663 | 1.13 539 | 4.48 630 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| DISCO |  | 16.36 593 | 1.88 429 | 16.15 563 | 7.78 520 | 4.19 464 | 26.92 627 | 10.21 572 | 30.31 554 | 44.26 644 | 21.35 544 | 33.91 588 | 35.80 635 | 22.40 610 | 35.65 663 | 33.87 664 | 0.18 407 | 0.08 317 | 0.04 331 | 0.04 302 | 1.71 568 | 0.54 456 |
|
| GwcNet |   | 16.48 594 | 5.23 582 | 20.03 605 | 10.24 590 | 8.48 634 | 28.79 634 | 10.09 566 | 38.60 649 | 44.51 645 | 23.29 567 | 36.95 605 | 31.29 599 | 19.79 600 | 20.42 583 | 25.70 632 | 0.54 528 | 0.72 605 | 0.57 557 | 0.39 551 | 1.37 556 | 2.64 598 |
|
| NaN_ROB |  | 16.51 595 | 6.51 601 | 16.22 565 | 10.53 598 | 4.64 500 | 31.76 650 | 17.78 655 | 37.00 638 | 43.37 639 | 29.68 626 | 31.29 544 | 32.67 614 | 20.32 601 | 28.00 633 | 16.06 559 | 0.38 486 | 0.41 554 | 0.32 527 | 0.41 555 | 0.87 520 | 1.94 579 |
|
| FAT-Stereo |  | 16.81 596 | 2.97 526 | 17.56 579 | 9.80 574 | 6.21 582 | 16.12 526 | 13.23 611 | 38.18 648 | 39.67 618 | 27.00 605 | 39.73 626 | 37.55 642 | 31.30 658 | 20.39 582 | 21.52 594 | 3.44 643 | 2.05 646 | 0.81 583 | 1.10 618 | 1.89 575 | 5.72 639 |
|
| S-Stereo |  | 16.85 597 | 3.95 557 | 20.67 608 | 12.08 627 | 8.91 643 | 21.68 584 | 12.61 606 | 32.20 582 | 44.61 646 | 22.37 554 | 38.42 617 | 29.15 580 | 28.02 642 | 18.58 549 | 22.36 609 | 2.88 637 | 3.11 667 | 0.87 590 | 1.82 637 | 3.58 616 | 9.08 671 |
|
| DANet |  | 16.85 597 | 8.00 617 | 26.04 624 | 14.56 649 | 7.25 611 | 20.59 576 | 5.37 437 | 26.22 497 | 26.02 510 | 32.17 642 | 36.00 598 | 37.20 640 | 29.77 650 | 30.75 643 | 24.62 624 | 1.14 600 | 1.34 631 | 2.21 630 | 0.51 577 | 3.18 606 | 4.07 624 |
| 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 |  | 16.87 599 | 16.27 665 | 17.93 586 | 11.24 615 | 6.69 596 | 28.95 638 | 10.44 575 | 41.23 666 | 21.49 449 | 29.68 626 | 34.27 589 | 32.48 609 | 11.00 446 | 20.05 571 | 15.09 552 | 8.22 673 | 2.59 657 | 12.23 681 | 0.75 597 | 10.40 665 | 6.34 646 |
|
| PSMNet_ROB |  | 16.90 600 | 5.45 585 | 14.16 537 | 13.77 638 | 7.25 611 | 27.65 630 | 32.74 699 | 43.21 677 | 37.88 612 | 24.00 571 | 32.97 573 | 34.55 629 | 16.69 563 | 17.41 535 | 23.96 618 | 0.38 486 | 0.22 487 | 0.93 592 | 2.05 641 | 1.83 572 | 0.96 524 |
|
| GANet |  | 16.92 601 | 4.32 564 | 12.46 505 | 10.84 606 | 4.24 466 | 23.04 595 | 15.36 637 | 39.91 658 | 34.47 586 | 32.42 643 | 45.10 658 | 40.04 655 | 27.54 637 | 23.61 607 | 20.20 590 | 1.02 593 | 0.08 317 | 0.67 567 | 0.22 467 | 1.87 574 | 0.97 525 |
|
| Syn2CoEx |  | 17.03 602 | 10.40 634 | 25.65 623 | 20.35 668 | 8.02 630 | 26.28 621 | 11.27 588 | 37.16 640 | 32.69 574 | 28.89 618 | 40.17 627 | 29.27 582 | 26.63 632 | 19.19 558 | 17.63 572 | 0.98 588 | 0.54 590 | 1.23 612 | 0.23 476 | 1.82 571 | 2.24 592 |
|
| test_sample8 |  | 17.19 603 | 4.86 573 | 17.49 575 | 5.97 411 | 2.94 396 | 17.57 551 | 8.30 531 | 31.87 574 | 18.55 417 | 33.54 649 | 26.00 467 | 40.64 658 | 32.90 663 | 20.07 572 | 20.17 588 | 6.44 666 | 36.07 710 | 6.62 661 | 7.44 674 | 3.20 609 | 3.11 609 |
|
| NCCL2 |  | 17.23 604 | 6.37 600 | 14.30 543 | 23.45 681 | 7.18 610 | 24.16 601 | 17.05 650 | 34.39 611 | 25.88 504 | 31.55 636 | 38.01 613 | 42.09 665 | 26.81 633 | 20.94 590 | 22.69 612 | 0.45 509 | 0.23 495 | 2.63 638 | 1.80 636 | 2.02 581 | 2.57 596 |
|
| GASNet |  | 17.30 605 | 19.38 673 | 30.46 640 | 20.66 670 | 9.36 647 | 16.06 521 | 9.06 543 | 43.89 681 | 40.04 621 | 25.35 590 | 23.73 443 | 32.90 615 | 15.37 550 | 28.91 635 | 17.05 566 | 3.04 640 | 0.27 522 | 1.88 623 | 0.45 570 | 6.73 643 | 1.37 554 |
|
| ADCRef |  | 17.30 605 | 6.73 605 | 42.01 665 | 10.11 584 | 8.78 641 | 26.61 625 | 10.45 576 | 31.29 568 | 32.75 575 | 31.19 633 | 41.62 639 | 18.47 480 | 19.78 599 | 24.29 611 | 34.06 667 | 0.76 561 | 0.42 558 | 2.16 628 | 1.79 635 | 1.23 545 | 1.56 565 |
|
| XPNet_ROB |  | 17.33 607 | 4.84 571 | 15.44 554 | 11.15 612 | 6.64 593 | 20.88 577 | 16.10 640 | 36.26 630 | 39.54 616 | 31.80 640 | 41.32 634 | 41.30 662 | 23.91 617 | 24.67 612 | 27.40 640 | 1.07 597 | 0.74 607 | 0.79 576 | 0.25 492 | 1.10 536 | 1.31 551 |
|
| w-ln-seven-2 |  | 17.58 608 | 7.62 614 | 41.78 663 | 11.29 617 | 6.55 592 | 23.49 598 | 14.08 619 | 29.64 544 | 39.85 620 | 28.44 617 | 42.38 642 | 30.45 593 | 27.66 639 | 22.16 596 | 22.15 604 | 0.44 507 | 0.49 579 | 0.65 565 | 0.17 439 | 1.58 560 | 0.81 504 |
|
| RP |  | 17.58 608 | 4.92 577 | 15.27 553 | 15.44 655 | 11.95 667 | 21.05 579 | 11.75 598 | 27.64 514 | 45.09 649 | 22.99 563 | 42.05 641 | 39.39 651 | 27.74 640 | 25.54 618 | 22.33 608 | 5.45 659 | 0.59 595 | 4.33 650 | 1.62 634 | 3.53 615 | 2.86 604 |
|
| SuperB |  | 17.60 610 | 6.22 599 | 56.40 692 | 7.91 523 | 5.07 521 | 19.70 570 | 9.03 541 | 24.87 478 | 50.15 668 | 26.25 600 | 39.13 621 | 17.61 465 | 20.84 605 | 22.28 597 | 25.31 628 | 0.70 550 | 0.31 535 | 1.10 602 | 0.71 594 | 16.58 686 | 1.86 574 |
|
| ETE_ROB |  | 17.67 611 | 9.48 625 | 17.66 581 | 13.60 636 | 4.57 496 | 23.03 594 | 21.09 668 | 32.49 586 | 35.24 592 | 30.49 630 | 38.06 614 | 46.18 678 | 24.49 620 | 26.40 623 | 24.21 621 | 0.46 514 | 0.24 506 | 1.14 603 | 0.84 600 | 1.52 559 | 2.13 586 |
|
| APVNet |  | 17.75 612 | 5.46 586 | 20.35 607 | 12.31 629 | 8.40 633 | 30.16 642 | 24.10 682 | 41.14 665 | 30.12 545 | 25.08 585 | 41.09 632 | 31.24 597 | 23.12 613 | 27.07 626 | 27.86 646 | 0.34 477 | 0.56 593 | 3.02 643 | 0.52 578 | 1.68 567 | 1.45 559 |
|
| PWCDC_ROB |   | 17.80 613 | 9.62 626 | 18.38 590 | 17.95 662 | 7.74 622 | 24.61 606 | 5.56 449 | 34.41 612 | 52.79 673 | 29.66 625 | 50.20 674 | 20.63 503 | 19.69 598 | 29.85 642 | 20.87 592 | 6.18 663 | 0.26 518 | 0.10 419 | 0.05 331 | 5.36 637 | 2.00 581 |
|
| MDST_ROB |  | 17.92 614 | 1.60 349 | 13.68 529 | 13.88 642 | 6.44 590 | 43.05 684 | 14.86 627 | 42.74 673 | 41.66 627 | 43.25 678 | 42.85 646 | 28.43 576 | 17.28 573 | 29.35 638 | 16.06 559 | 0.88 582 | 0.11 379 | 0.63 562 | 0.47 572 | 0.50 437 | 0.64 480 |
|
| Nwc_Net |  | 17.98 615 | 4.67 569 | 17.79 585 | 14.26 645 | 11.65 665 | 25.14 613 | 14.88 628 | 40.85 662 | 39.83 619 | 21.07 538 | 43.24 648 | 34.50 628 | 27.64 638 | 26.44 625 | 25.03 625 | 3.22 642 | 0.18 456 | 2.52 637 | 3.18 650 | 1.98 577 | 1.51 562 |
|
| ADCP+ |  | 18.16 616 | 4.61 568 | 32.94 643 | 9.31 558 | 10.23 652 | 28.87 635 | 11.69 596 | 33.43 598 | 36.49 602 | 29.28 623 | 40.49 629 | 24.18 543 | 24.61 623 | 33.89 652 | 35.33 669 | 0.25 452 | 0.40 553 | 2.00 624 | 1.17 622 | 2.16 584 | 1.87 576 |
|
| Wz-Net-LNSev |  | 18.19 617 | 10.57 636 | 41.33 661 | 10.19 587 | 7.94 628 | 24.29 602 | 15.28 635 | 34.15 606 | 43.38 640 | 32.90 646 | 43.72 652 | 31.94 604 | 22.21 609 | 20.81 589 | 22.26 606 | 0.47 515 | 0.22 487 | 0.00 1 | 0.02 251 | 1.22 544 | 0.94 523 |
|
| PWC_ROB |   | 18.37 618 | 10.55 635 | 25.19 621 | 10.21 588 | 6.29 589 | 23.75 599 | 4.79 425 | 35.93 627 | 48.75 660 | 32.56 644 | 44.46 657 | 34.68 630 | 24.78 625 | 30.99 644 | 25.72 633 | 1.38 608 | 0.08 317 | 1.57 618 | 0.26 498 | 2.18 585 | 3.17 614 |
|
| AF-Net |  | 18.38 619 | 5.60 588 | 14.21 539 | 15.95 656 | 10.78 655 | 22.26 588 | 10.45 576 | 35.39 621 | 50.22 669 | 24.71 581 | 37.77 610 | 41.55 663 | 29.24 648 | 29.11 636 | 26.67 634 | 4.35 653 | 0.06 251 | 4.56 652 | 0.90 603 | 2.42 586 | 1.38 555 |
|
| stereogan |  | 18.62 620 | 3.07 530 | 16.31 568 | 13.04 633 | 9.99 650 | 35.74 665 | 9.09 544 | 38.17 647 | 45.27 650 | 24.39 580 | 41.24 633 | 39.93 653 | 25.46 629 | 31.29 646 | 24.33 623 | 1.80 615 | 0.91 621 | 2.71 640 | 0.75 597 | 5.15 635 | 3.70 615 |
|
| edge stereo |  | 18.75 621 | 5.12 578 | 17.66 581 | 10.77 605 | 7.84 626 | 22.41 590 | 11.03 584 | 35.23 620 | 42.07 633 | 34.62 654 | 42.74 644 | 41.28 661 | 35.50 669 | 25.14 616 | 24.17 620 | 2.42 630 | 2.42 656 | 6.35 660 | 1.45 630 | 2.89 599 | 3.80 616 |
|
| RYNet |  | 18.92 622 | 4.69 570 | 16.88 572 | 10.99 609 | 15.84 680 | 46.72 687 | 16.57 646 | 37.84 644 | 48.03 655 | 26.92 603 | 26.48 477 | 37.84 645 | 24.92 627 | 19.80 566 | 31.04 659 | 0.25 452 | 0.25 514 | 0.62 561 | 0.03 278 | 6.34 642 | 6.39 647 |
|
| Wz-Net-MNSev |  | 18.98 623 | 6.53 602 | 33.16 645 | 10.15 586 | 7.26 613 | 38.37 675 | 16.45 644 | 34.19 608 | 43.20 638 | 30.65 631 | 40.76 630 | 40.51 657 | 19.24 595 | 27.56 628 | 28.06 651 | 0.81 572 | 0.26 518 | 0.05 342 | 0.10 398 | 1.45 558 | 0.84 509 |
|
| LALA_ROB |  | 19.19 624 | 7.15 611 | 15.93 562 | 12.96 632 | 5.30 542 | 28.30 633 | 23.21 680 | 42.51 670 | 36.69 603 | 33.45 648 | 40.81 631 | 50.96 690 | 24.53 621 | 27.92 630 | 25.66 631 | 0.60 537 | 0.44 565 | 2.04 625 | 1.22 624 | 2.54 590 | 1.47 560 |
|
| aanetorigin |  | 19.21 625 | 12.59 648 | 53.50 679 | 9.67 570 | 7.83 625 | 11.85 428 | 13.87 617 | 17.05 362 | 34.15 583 | 49.18 688 | 48.89 670 | 34.05 625 | 30.22 652 | 22.86 602 | 28.00 650 | 1.01 592 | 0.75 609 | 0.67 567 | 0.89 602 | 3.07 602 | 4.14 625 |
|
| SGM_RVC |   | 19.52 626 | 2.12 476 | 6.79 277 | 6.59 459 | 1.33 243 | 38.20 674 | 15.74 638 | 38.13 646 | 34.07 581 | 45.71 683 | 41.91 640 | 51.41 691 | 38.10 676 | 38.77 679 | 27.80 645 | 0.61 541 | 0.36 548 | 0.51 550 | 0.33 533 | 1.03 531 | 0.90 518 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| RTSC |  | 19.64 627 | 9.36 622 | 31.06 641 | 10.99 609 | 6.24 586 | 28.10 632 | 10.14 570 | 37.50 643 | 58.34 696 | 31.74 638 | 36.70 602 | 32.50 611 | 21.03 607 | 36.00 668 | 37.24 679 | 1.23 603 | 0.44 565 | 0.12 436 | 0.31 525 | 1.98 577 | 1.69 571 |
|
| NCC-stereo |  | 19.75 628 | 6.08 592 | 23.96 616 | 15.05 651 | 16.17 681 | 18.42 559 | 21.45 669 | 43.31 679 | 41.00 625 | 24.30 575 | 38.12 615 | 34.98 631 | 26.92 634 | 35.46 660 | 25.65 629 | 4.29 651 | 2.07 649 | 3.24 646 | 8.90 684 | 2.86 597 | 2.86 604 |
|
| Abc-Net |  | 19.75 628 | 6.08 592 | 23.96 616 | 15.05 651 | 16.17 681 | 18.42 559 | 21.45 669 | 43.31 679 | 41.00 625 | 24.30 575 | 38.12 615 | 34.98 631 | 26.92 634 | 35.46 660 | 25.65 629 | 4.29 651 | 2.07 649 | 3.24 646 | 8.90 684 | 2.86 597 | 2.86 604 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| DGSMNet |  | 19.79 630 | 12.06 647 | 33.43 646 | 13.79 639 | 16.23 683 | 22.97 593 | 15.88 639 | 35.41 622 | 41.96 631 | 19.90 512 | 32.16 562 | 35.60 634 | 18.14 586 | 29.48 640 | 23.10 613 | 3.85 647 | 3.89 680 | 6.16 659 | 4.75 664 | 13.56 676 | 13.44 685 |
|
| RGC |  | 19.90 631 | 13.26 652 | 20.24 606 | 18.19 663 | 14.06 676 | 21.21 580 | 14.33 621 | 34.97 616 | 43.60 642 | 27.73 612 | 41.49 637 | 39.76 652 | 27.98 641 | 34.52 655 | 21.37 593 | 3.66 646 | 0.54 590 | 8.67 673 | 4.16 661 | 4.19 623 | 4.02 622 |
|
| DeepPrunerF |  | 19.92 632 | 11.02 643 | 44.29 666 | 20.74 671 | 17.75 685 | 19.19 566 | 22.57 674 | 36.86 637 | 49.93 664 | 25.48 591 | 36.62 601 | 24.69 550 | 23.97 618 | 23.44 605 | 21.79 598 | 2.68 635 | 1.63 641 | 5.70 656 | 3.95 658 | 3.38 614 | 2.67 599 |
|
| WCMA_ROB |  | 20.02 633 | 4.30 563 | 19.72 601 | 9.47 565 | 7.00 606 | 32.71 656 | 13.99 618 | 31.97 576 | 32.48 571 | 41.51 673 | 52.00 679 | 44.09 669 | 36.14 671 | 32.43 648 | 24.29 622 | 6.19 664 | 2.79 663 | 1.09 601 | 1.10 618 | 3.95 620 | 3.13 612 |
|
| MSAF-DinoV2 |  | 20.61 634 | 7.35 612 | 24.41 618 | 11.43 620 | 4.88 507 | 30.12 641 | 16.70 647 | 39.67 656 | 54.27 677 | 22.75 559 | 32.01 558 | 48.05 684 | 30.44 654 | 37.52 673 | 40.45 687 | 0.72 554 | 0.50 581 | 0.44 541 | 1.23 625 | 4.64 627 | 4.54 631 |
|
| psmorigin |  | 20.95 635 | 10.24 633 | 35.84 648 | 9.75 572 | 7.05 607 | 24.59 605 | 10.11 567 | 32.85 592 | 32.17 567 | 43.09 676 | 54.57 689 | 42.79 666 | 36.62 672 | 35.99 667 | 27.41 641 | 1.58 610 | 2.72 661 | 0.79 576 | 1.05 615 | 3.26 612 | 6.50 648 |
|
| SANet |  | 20.96 636 | 6.60 603 | 29.81 635 | 8.83 545 | 3.19 408 | 31.27 649 | 20.56 666 | 41.86 668 | 56.09 688 | 39.30 668 | 43.62 650 | 44.95 671 | 31.93 660 | 27.83 629 | 23.67 615 | 0.94 584 | 0.52 588 | 0.99 595 | 0.42 560 | 4.72 629 | 2.03 583 |
|
| FBW_ROB |  | 21.00 637 | 10.23 632 | 22.72 614 | 13.71 637 | 6.77 598 | 30.49 647 | 16.46 645 | 44.58 682 | 43.57 641 | 44.25 681 | 39.59 624 | 43.27 668 | 26.12 631 | 33.96 653 | 21.80 599 | 2.58 634 | 1.84 644 | 7.14 671 | 2.78 648 | 4.00 621 | 4.06 623 |
|
| w-ln-seven |  | 21.04 638 | 9.30 620 | 55.15 690 | 11.32 618 | 9.98 649 | 30.27 643 | 18.05 657 | 37.06 639 | 55.12 684 | 36.70 660 | 43.26 649 | 33.73 621 | 22.90 611 | 22.63 600 | 29.52 654 | 0.39 495 | 0.18 456 | 0.85 586 | 0.16 434 | 2.75 594 | 1.47 560 |
|
| z-mn7 |  | 21.05 639 | 9.91 628 | 45.96 671 | 11.27 616 | 5.23 532 | 33.41 658 | 15.27 634 | 35.65 624 | 57.07 692 | 26.62 602 | 53.08 681 | 32.21 607 | 24.80 626 | 35.65 663 | 30.93 658 | 0.49 518 | 0.25 514 | 0.55 554 | 0.11 408 | 1.62 562 | 0.90 518 |
|
| SQANet |  | 21.24 640 | 24.08 684 | 19.60 599 | 26.40 686 | 18.74 687 | 30.87 648 | 9.24 547 | 32.70 589 | 29.58 536 | 25.25 587 | 33.37 579 | 33.47 619 | 19.19 594 | 28.11 634 | 18.32 576 | 10.87 682 | 2.92 665 | 26.49 698 | 5.65 669 | 18.43 690 | 11.48 680 |
|
| G-Net |  | 21.25 641 | 8.24 618 | 37.97 654 | 15.14 654 | 9.26 646 | 50.87 693 | 16.80 649 | 27.96 516 | 30.54 547 | 38.92 665 | 42.93 647 | 33.27 616 | 32.17 661 | 27.99 632 | 25.25 627 | 4.40 655 | 3.83 677 | 3.60 649 | 0.97 612 | 7.91 653 | 6.95 654 |
|
| SHD |  | 21.32 642 | 10.03 629 | 30.16 638 | 14.30 646 | 8.68 636 | 24.15 600 | 8.93 539 | 40.82 661 | 61.17 701 | 35.79 657 | 44.15 655 | 38.73 647 | 30.20 651 | 33.88 651 | 31.09 660 | 2.00 619 | 0.81 612 | 1.17 604 | 1.55 631 | 4.08 622 | 4.78 633 |
|
| MultiAttention |  | 21.34 643 | 1.48 296 | 14.65 547 | 12.08 627 | 4.10 461 | 63.05 711 | 95.71 740 | 42.52 671 | 41.89 630 | 15.33 406 | 30.20 526 | 28.14 574 | 7.73 372 | 44.07 690 | 13.67 537 | 0.84 576 | 0.27 522 | 1.06 597 | 1.58 633 | 4.47 626 | 3.88 620 |
|
| CSAN |  | 21.34 643 | 9.45 624 | 23.34 615 | 20.99 673 | 4.95 511 | 32.57 654 | 34.26 700 | 38.83 652 | 49.95 666 | 36.97 662 | 39.72 625 | 44.97 672 | 31.73 659 | 26.05 620 | 23.94 617 | 1.52 609 | 0.47 574 | 0.85 586 | 1.43 629 | 2.73 593 | 2.14 589 |
|
| UDG |  | 21.45 645 | 14.84 659 | 14.44 545 | 21.30 676 | 20.08 689 | 32.05 653 | 13.76 615 | 35.98 629 | 35.52 595 | 25.93 594 | 30.69 531 | 37.26 641 | 30.66 655 | 21.97 594 | 19.89 587 | 10.88 684 | 5.55 685 | 22.78 693 | 7.65 677 | 14.83 682 | 13.05 684 |
|
| ADCL |  | 21.64 646 | 6.20 596 | 47.32 673 | 9.93 579 | 6.91 605 | 38.69 678 | 19.97 664 | 31.26 566 | 54.04 675 | 27.89 613 | 47.97 667 | 31.35 600 | 30.66 655 | 33.18 650 | 36.62 674 | 0.99 589 | 0.92 622 | 2.63 638 | 1.82 637 | 2.45 587 | 2.13 586 |
|
| ADCPNet |  | 21.93 647 | 9.38 623 | 57.92 694 | 11.76 623 | 6.88 603 | 36.03 666 | 18.44 659 | 32.80 591 | 35.93 597 | 32.91 647 | 43.80 653 | 39.21 650 | 26.99 636 | 31.14 645 | 36.94 676 | 2.05 620 | 2.67 660 | 2.30 632 | 3.45 654 | 4.22 624 | 3.82 617 |
|
| zh-mn7 |  | 21.99 648 | 13.21 651 | 53.55 682 | 10.73 602 | 5.68 561 | 27.38 629 | 14.94 629 | 34.53 614 | 56.55 690 | 40.02 669 | 57.13 693 | 31.28 598 | 23.73 616 | 35.83 665 | 30.28 656 | 0.95 586 | 0.44 565 | 0.22 495 | 0.19 454 | 1.26 548 | 1.86 574 |
|
| CC-Net-ROB |  | 22.04 649 | 22.91 681 | 28.86 630 | 14.05 643 | 8.73 638 | 33.79 659 | 15.26 633 | 46.84 686 | 36.06 599 | 33.72 650 | 32.10 560 | 35.47 633 | 24.02 619 | 23.57 606 | 27.88 647 | 8.95 676 | 2.95 666 | 24.94 695 | 3.68 655 | 12.41 674 | 4.62 632 |
|
| MeshStereo |   | 22.27 650 | 6.87 607 | 11.15 484 | 7.69 515 | 4.87 506 | 37.70 672 | 13.06 609 | 41.64 667 | 36.95 605 | 50.92 691 | 53.41 684 | 58.12 696 | 41.93 688 | 37.73 675 | 27.62 644 | 2.52 633 | 2.37 655 | 2.99 642 | 2.07 642 | 3.09 603 | 2.60 597 |
| 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 |  | 22.66 651 | 19.69 675 | 14.64 546 | 24.11 682 | 22.38 693 | 24.84 607 | 17.71 654 | 30.36 555 | 30.32 546 | 29.02 619 | 37.31 608 | 37.63 643 | 24.66 624 | 24.67 612 | 17.08 567 | 18.42 693 | 7.92 693 | 26.43 697 | 11.81 692 | 17.23 687 | 16.95 691 |
|
| Wz-Net-SNSev |  | 22.67 652 | 16.94 667 | 45.69 669 | 13.85 641 | 8.52 635 | 28.89 636 | 27.06 689 | 39.39 654 | 55.04 682 | 31.77 639 | 53.23 682 | 39.18 649 | 23.41 615 | 26.40 623 | 36.25 672 | 0.78 563 | 0.21 477 | 1.21 608 | 0.90 603 | 3.03 601 | 1.62 567 |
|
| ADCMid |  | 22.76 653 | 10.75 638 | 41.73 662 | 11.23 614 | 7.97 629 | 27.26 628 | 19.18 663 | 35.44 623 | 38.02 613 | 40.23 670 | 46.38 662 | 36.56 638 | 42.70 689 | 38.20 677 | 40.75 688 | 1.77 613 | 1.43 635 | 3.05 644 | 3.81 657 | 4.96 631 | 3.82 617 |
|
| MSMD_ROB |  | 22.90 654 | 9.64 627 | 14.76 550 | 17.46 661 | 9.88 648 | 34.94 661 | 18.83 660 | 33.67 601 | 37.47 606 | 40.97 672 | 59.80 697 | 45.93 676 | 38.34 678 | 31.74 647 | 23.24 614 | 6.22 665 | 3.58 674 | 8.78 674 | 11.03 690 | 6.76 645 | 5.06 637 |
|
| LE_ROB |  | 22.93 655 | 3.07 530 | 14.02 534 | 7.70 516 | 2.86 387 | 31.99 652 | 17.35 652 | 28.10 520 | 67.19 713 | 70.51 715 | 55.61 692 | 49.07 685 | 47.62 695 | 24.76 615 | 36.49 673 | 0.35 480 | 0.20 469 | 0.27 509 | 0.55 582 | 0.48 423 | 0.44 431 |
|
| zh-sn7 |  | 23.03 656 | 15.48 661 | 50.25 675 | 14.08 644 | 7.77 624 | 26.71 626 | 23.32 681 | 36.59 633 | 48.43 658 | 33.80 651 | 51.71 677 | 33.34 618 | 33.77 665 | 39.91 683 | 37.07 677 | 0.60 537 | 0.86 615 | 0.54 553 | 0.35 538 | 3.18 606 | 2.85 602 |
|
| DStereoO |  | 23.30 657 | 15.58 662 | 13.92 531 | 14.76 650 | 8.35 632 | 16.44 535 | 16.19 642 | 33.98 603 | 39.60 617 | 30.48 629 | 28.08 493 | 31.65 603 | 32.30 662 | 41.39 686 | 27.39 639 | 48.20 712 | 3.83 677 | 28.72 699 | 3.33 653 | 25.98 697 | 5.78 640 |
|
| AnyNet_C32 |  | 23.37 658 | 13.28 653 | 40.29 658 | 12.36 630 | 11.44 662 | 30.39 644 | 29.15 694 | 31.36 569 | 44.90 648 | 35.36 655 | 48.86 668 | 33.61 620 | 34.20 666 | 43.15 689 | 41.62 694 | 1.27 604 | 1.35 632 | 1.18 606 | 2.58 646 | 4.77 630 | 6.27 645 |
|
| SGM-ForestM |  | 23.72 659 | 2.44 497 | 9.13 411 | 7.43 504 | 2.25 344 | 44.80 686 | 19.11 662 | 44.90 683 | 49.97 667 | 50.74 690 | 51.18 675 | 62.06 704 | 45.83 693 | 44.96 691 | 33.88 665 | 1.00 590 | 0.84 614 | 0.78 574 | 0.62 587 | 1.29 550 | 1.11 539 |
|
| MFN_U_SF_DS_RVC |  | 23.92 660 | 13.60 654 | 30.09 637 | 25.46 684 | 10.02 651 | 38.51 676 | 20.40 665 | 35.77 626 | 43.76 643 | 42.15 674 | 47.10 666 | 39.99 654 | 28.20 644 | 35.96 666 | 27.06 637 | 3.64 645 | 3.85 679 | 6.66 664 | 16.30 698 | 4.97 632 | 4.98 636 |
|
| ccnet |  | 24.02 661 | 16.16 664 | 21.70 611 | 11.83 625 | 17.75 685 | 37.87 673 | 16.18 641 | 45.46 685 | 31.93 563 | 36.99 663 | 46.46 665 | 38.76 648 | 29.52 649 | 37.55 674 | 40.93 691 | 9.20 677 | 6.29 687 | 9.63 676 | 7.71 679 | 11.19 669 | 7.21 659 |
|
| PSMNet-RUCA |  | 24.03 662 | 26.83 687 | 40.96 660 | 35.46 694 | 34.27 700 | 16.24 532 | 9.79 557 | 39.82 657 | 31.45 555 | 31.49 635 | 41.54 638 | 36.82 639 | 26.02 630 | 27.92 630 | 15.09 552 | 11.51 688 | 2.06 647 | 20.58 690 | 8.10 682 | 15.83 684 | 8.74 668 |
|
| XQC |  | 24.10 663 | 16.76 666 | 50.68 676 | 21.37 677 | 11.01 657 | 35.24 663 | 18.84 661 | 37.28 642 | 55.11 683 | 31.64 637 | 30.06 525 | 37.71 644 | 30.31 653 | 37.17 671 | 39.66 684 | 4.20 650 | 0.41 554 | 2.76 641 | 1.89 639 | 11.46 673 | 8.42 667 |
|
| FC-DCNN |   | 24.37 664 | 10.99 642 | 19.02 594 | 18.44 664 | 9.16 644 | 36.98 669 | 23.07 678 | 40.44 659 | 43.05 637 | 46.25 685 | 53.58 686 | 50.44 687 | 37.86 675 | 35.45 659 | 27.57 643 | 6.87 670 | 3.37 669 | 6.01 657 | 4.88 665 | 7.86 652 | 6.05 642 |
|
| DPSNet |  | 24.40 665 | 6.97 610 | 33.14 644 | 11.16 613 | 6.54 591 | 53.33 696 | 43.32 708 | 51.28 698 | 59.37 699 | 30.89 632 | 39.36 622 | 40.35 656 | 34.30 667 | 32.57 649 | 25.09 626 | 4.65 657 | 1.62 640 | 0.37 535 | 0.66 590 | 8.51 658 | 4.44 629 |
|
| FC-DCNN v2 |   | 24.44 666 | 10.97 641 | 18.53 591 | 18.49 665 | 9.18 645 | 37.41 671 | 23.03 677 | 40.91 663 | 43.02 636 | 46.46 686 | 54.06 687 | 50.67 688 | 38.26 677 | 35.41 658 | 27.52 642 | 6.85 669 | 3.38 670 | 6.03 658 | 4.89 666 | 7.82 651 | 5.94 641 |
|
| PDISCO_ROB |  | 24.45 667 | 9.24 619 | 29.28 633 | 28.68 689 | 19.96 688 | 37.14 670 | 15.33 636 | 45.04 684 | 54.69 679 | 29.24 622 | 42.67 643 | 46.07 677 | 28.17 643 | 35.35 657 | 30.30 657 | 9.92 679 | 2.13 651 | 6.90 665 | 3.20 651 | 8.74 659 | 6.87 653 |
|
| Wz-Net-TNSev |  | 25.12 668 | 20.16 676 | 57.98 695 | 9.56 567 | 7.42 616 | 42.73 683 | 22.27 672 | 35.14 618 | 53.46 674 | 35.97 659 | 42.74 644 | 45.83 674 | 39.87 682 | 36.56 669 | 34.73 668 | 1.82 616 | 1.51 638 | 0.76 573 | 1.34 628 | 5.84 641 | 6.80 651 |
|
| EDNetEfficient |  | 25.16 669 | 22.23 680 | 77.22 720 | 9.09 552 | 7.38 614 | 19.38 567 | 16.78 648 | 21.41 438 | 55.74 687 | 61.52 706 | 53.51 685 | 36.22 636 | 40.65 686 | 24.22 609 | 38.27 681 | 0.62 544 | 0.74 607 | 0.86 589 | 2.60 647 | 7.70 649 | 7.09 656 |
|
| WZ-Net |  | 25.17 670 | 12.95 649 | 63.02 699 | 15.13 653 | 10.42 654 | 38.51 676 | 27.42 691 | 40.46 660 | 54.17 676 | 28.32 616 | 52.95 680 | 40.81 659 | 28.36 645 | 37.07 670 | 41.35 693 | 1.21 602 | 0.21 477 | 0.73 571 | 0.94 609 | 5.42 639 | 3.87 619 |
|
| AANet |  | 25.23 671 | 25.90 686 | 70.86 713 | 8.25 535 | 6.82 600 | 24.45 603 | 10.96 582 | 32.18 579 | 56.29 689 | 56.40 697 | 51.41 676 | 47.70 682 | 40.20 683 | 25.76 619 | 35.38 670 | 2.68 635 | 0.32 538 | 0.99 595 | 0.43 563 | 3.80 619 | 3.92 621 |
|
| GANetREF_RVC |   | 25.41 672 | 29.28 689 | 24.63 619 | 25.18 683 | 6.04 579 | 30.44 645 | 35.39 703 | 47.84 689 | 50.60 670 | 36.88 661 | 36.04 599 | 34.11 627 | 31.23 657 | 37.46 672 | 27.96 649 | 8.58 674 | 2.66 659 | 16.29 686 | 4.95 667 | 14.37 681 | 8.32 666 |
| 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 |  | 25.59 673 | 14.91 660 | 18.83 593 | 28.55 688 | 15.68 679 | 39.29 679 | 18.16 658 | 42.83 676 | 41.69 628 | 44.43 682 | 51.94 678 | 50.82 689 | 39.22 681 | 34.59 656 | 27.29 638 | 6.05 662 | 3.63 675 | 7.01 668 | 6.41 670 | 10.35 664 | 10.17 678 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| DStereoSA |  | 26.02 674 | 16.00 663 | 36.80 651 | 23.05 680 | 13.50 672 | 27.80 631 | 20.87 667 | 49.24 693 | 58.93 697 | 26.92 603 | 36.89 603 | 29.48 584 | 37.74 674 | 38.81 680 | 26.96 635 | 7.13 671 | 7.34 692 | 15.03 684 | 11.26 691 | 21.25 692 | 15.34 687 |
|
| ADCS |  | 26.20 675 | 13.71 655 | 46.90 672 | 14.51 648 | 10.34 653 | 30.46 646 | 22.72 676 | 42.81 675 | 57.61 695 | 42.58 675 | 49.37 672 | 41.91 664 | 40.43 684 | 41.90 688 | 44.58 699 | 2.37 627 | 2.19 653 | 2.37 635 | 3.29 652 | 7.32 647 | 6.52 649 |
|
| DStereoFS |  | 26.88 676 | 21.28 679 | 29.50 634 | 18.65 666 | 12.35 669 | 29.13 639 | 13.04 608 | 50.34 697 | 47.29 653 | 35.95 658 | 44.38 656 | 36.32 637 | 41.02 687 | 51.90 704 | 33.82 663 | 7.92 672 | 5.83 686 | 15.86 685 | 9.22 686 | 17.41 689 | 16.41 689 |
|
| DLNR_Zeroshot_test |   | 27.62 677 | 51.32 704 | 91.46 732 | 98.51 742 | 98.03 743 | 3.10 68 | 0.50 77 | 30.95 562 | 7.65 243 | 8.16 267 | 15.68 328 | 7.31 279 | 1.63 94 | 11.87 363 | 4.21 347 | 40.37 706 | 0.87 617 | 0.06 365 | 0.34 536 | 80.23 731 | 0.24 350 |
|
| DLNR-FE |  | 27.66 678 | 51.31 703 | 91.55 734 | 98.52 743 | 97.91 742 | 3.10 68 | 0.50 77 | 31.55 571 | 7.66 244 | 8.18 268 | 15.67 326 | 7.31 279 | 1.63 94 | 11.88 364 | 4.21 347 | 40.23 705 | 0.89 620 | 0.06 365 | 0.34 536 | 80.38 732 | 0.24 350 |
|
| MFN_U_SF_RVC |  | 28.16 679 | 14.14 657 | 53.23 678 | 21.11 674 | 7.91 627 | 39.97 680 | 13.13 610 | 51.65 700 | 46.34 652 | 47.41 687 | 53.38 683 | 55.32 694 | 40.53 685 | 38.47 678 | 39.74 685 | 5.67 661 | 4.46 681 | 6.98 667 | 8.73 683 | 7.47 648 | 7.44 661 |
|
| PASM |  | 28.19 680 | 17.35 668 | 48.18 674 | 22.49 679 | 22.20 692 | 25.92 618 | 25.84 687 | 34.35 610 | 49.45 662 | 35.37 656 | 39.48 623 | 46.72 680 | 33.36 664 | 34.28 654 | 36.77 675 | 11.73 689 | 14.94 700 | 17.43 689 | 22.18 700 | 13.45 675 | 12.32 683 |
|
| EDNetEfficientorigin |  | 28.98 681 | 35.45 696 | 99.82 746 | 9.43 560 | 5.65 559 | 24.97 610 | 14.79 626 | 26.06 494 | 54.82 680 | 60.87 702 | 57.59 694 | 45.42 673 | 50.27 698 | 26.11 621 | 43.62 696 | 0.30 467 | 0.37 549 | 1.61 619 | 2.35 644 | 10.17 663 | 9.99 677 |
|
| AnyNet_C01 |  | 29.76 682 | 25.78 685 | 75.37 718 | 17.03 659 | 11.34 660 | 49.00 691 | 27.12 690 | 37.99 645 | 40.05 622 | 40.73 671 | 65.13 708 | 46.98 681 | 38.86 680 | 46.63 692 | 48.19 704 | 2.14 621 | 2.13 651 | 2.13 627 | 2.56 645 | 8.14 655 | 7.98 665 |
|
| LSM |  | 29.98 683 | 19.52 674 | 55.11 689 | 19.06 667 | 53.75 713 | 32.57 654 | 23.17 679 | 42.61 672 | 48.57 659 | 45.97 684 | 55.04 691 | 42.93 667 | 36.02 670 | 35.63 662 | 27.03 636 | 2.33 625 | 9.19 694 | 4.87 653 | 7.71 679 | 10.65 667 | 27.91 701 |
|
| RTS |  | 30.15 684 | 23.12 682 | 96.33 736 | 16.71 657 | 11.63 663 | 58.66 705 | 24.28 683 | 36.80 635 | 62.63 705 | 43.79 679 | 46.10 660 | 32.56 612 | 43.90 690 | 51.29 700 | 40.92 689 | 2.38 628 | 0.66 601 | 1.06 597 | 0.74 595 | 5.11 633 | 4.34 627 |
|
| RTSA |  | 30.15 684 | 23.12 682 | 96.33 736 | 16.71 657 | 11.63 663 | 58.66 705 | 24.28 683 | 36.80 635 | 62.63 705 | 43.79 679 | 46.10 660 | 32.56 612 | 43.90 690 | 51.29 700 | 40.92 689 | 2.38 628 | 0.66 601 | 1.06 597 | 0.74 595 | 5.11 633 | 4.34 627 |
|
| DispFullNet |  | 30.27 686 | 31.74 691 | 58.63 696 | 30.13 691 | 28.18 697 | 31.79 651 | 8.94 540 | 37.16 640 | 54.68 678 | 32.60 645 | 37.99 612 | 44.62 670 | 28.80 647 | 41.55 687 | 27.93 648 | 11.94 690 | 3.46 672 | 35.53 703 | 12.34 693 | 30.08 700 | 17.26 692 |
|
| coex-ft |  | 30.77 687 | 38.58 699 | 93.29 735 | 9.44 563 | 5.62 557 | 34.95 662 | 25.30 686 | 30.83 560 | 59.36 698 | 73.23 719 | 58.53 695 | 45.92 675 | 47.29 694 | 29.44 639 | 45.30 700 | 1.37 606 | 1.65 642 | 0.95 593 | 0.96 611 | 8.35 657 | 4.96 635 |
|
| MANE |  | 31.97 688 | 10.75 638 | 17.71 584 | 20.94 672 | 13.77 674 | 47.80 689 | 26.85 688 | 53.00 703 | 55.20 685 | 59.29 698 | 64.30 705 | 64.93 708 | 56.31 708 | 51.83 703 | 38.69 683 | 9.61 678 | 4.72 682 | 6.91 666 | 19.93 699 | 9.20 660 | 7.64 663 |
|
| otaku |  | 33.18 689 | 35.99 697 | 52.93 677 | 40.01 697 | 21.41 690 | 55.08 697 | 17.25 651 | 43.30 678 | 61.58 702 | 39.25 667 | 49.16 671 | 46.61 679 | 28.49 646 | 39.77 682 | 28.76 652 | 18.56 694 | 7.00 691 | 31.82 701 | 9.61 687 | 21.53 694 | 15.48 688 |
|
| PVD |  | 33.19 690 | 18.59 670 | 37.64 653 | 26.09 685 | 16.99 684 | 33.25 657 | 42.25 707 | 51.42 699 | 66.03 711 | 52.65 694 | 64.31 706 | 51.93 692 | 55.13 704 | 51.61 702 | 40.40 686 | 4.00 649 | 3.51 673 | 9.53 675 | 4.26 662 | 10.62 666 | 23.56 696 |
|
| ELAS |   | 33.68 691 | 18.95 671 | 36.71 650 | 20.64 669 | 13.61 673 | 56.43 698 | 35.14 702 | 50.03 696 | 49.90 663 | 60.58 701 | 63.83 703 | 58.64 699 | 53.36 700 | 50.73 698 | 44.44 698 | 11.03 685 | 6.58 689 | 10.02 677 | 7.43 673 | 13.58 678 | 11.94 682 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ELAS_RVC |   | 33.79 692 | 19.15 672 | 35.97 649 | 21.28 675 | 13.79 675 | 52.58 694 | 36.11 704 | 48.96 692 | 55.66 686 | 61.47 705 | 62.91 699 | 58.35 698 | 53.55 701 | 53.37 706 | 42.23 695 | 11.25 687 | 6.64 690 | 10.32 678 | 7.05 672 | 13.56 676 | 11.58 681 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| SAMSARA |  | 34.43 693 | 18.53 669 | 31.91 642 | 55.34 707 | 35.34 701 | 75.99 725 | 94.71 739 | 47.97 690 | 50.84 671 | 37.47 664 | 36.99 606 | 53.12 693 | 38.55 679 | 39.56 681 | 38.65 682 | 3.59 644 | 5.40 684 | 2.22 631 | 3.72 656 | 9.43 661 | 9.29 673 |
|
| Ntro |  | 34.97 694 | 37.63 698 | 54.53 685 | 43.26 701 | 22.45 694 | 57.73 703 | 21.97 671 | 47.14 688 | 64.21 708 | 39.12 666 | 48.86 668 | 47.93 683 | 36.94 673 | 40.66 684 | 29.83 655 | 17.16 692 | 6.51 688 | 32.70 702 | 10.17 688 | 24.06 695 | 16.48 690 |
|
| BEATNet-Init1 |  | 35.08 695 | 20.64 677 | 54.70 687 | 27.43 687 | 12.00 668 | 58.29 704 | 31.01 697 | 52.58 702 | 57.49 694 | 60.36 700 | 62.98 700 | 69.98 711 | 55.54 706 | 53.00 705 | 44.40 697 | 4.61 656 | 2.84 664 | 7.05 669 | 6.89 671 | 10.97 668 | 8.94 670 |
|
| ACVNet-4b |  | 36.40 696 | 52.20 705 | 56.11 691 | 42.45 700 | 21.78 691 | 48.56 690 | 14.37 622 | 49.50 694 | 60.15 700 | 43.17 677 | 46.38 662 | 55.62 695 | 24.56 622 | 38.15 676 | 21.97 600 | 25.13 699 | 3.66 676 | 46.93 706 | 33.56 707 | 25.97 696 | 17.74 693 |
|
| MSC_U_SF_DS_RVC |  | 37.16 697 | 34.69 694 | 53.68 683 | 37.47 696 | 12.55 671 | 56.80 701 | 22.63 675 | 52.02 701 | 63.29 707 | 66.20 711 | 63.82 702 | 58.12 696 | 53.73 703 | 51.21 699 | 46.48 701 | 8.79 675 | 5.31 683 | 14.69 683 | 15.22 697 | 17.27 688 | 9.21 672 |
|
| GCST |   | 37.32 698 | 40.98 700 | 25.25 622 | 92.15 737 | 35.59 702 | 25.00 611 | 1.02 129 | 25.45 483 | 19.73 426 | 26.01 597 | 15.21 322 | 19.51 497 | 4.75 252 | 16.71 527 | 4.32 351 | 80.90 731 | 35.46 709 | 87.50 737 | 74.71 727 | 73.21 727 | 42.99 713 |
|
| ACVNet_1 |  | 41.30 699 | 49.46 702 | 64.91 704 | 44.67 702 | 25.07 695 | 49.43 692 | 25.23 685 | 55.33 705 | 65.87 710 | 59.72 699 | 59.33 696 | 63.43 706 | 48.79 697 | 49.63 696 | 37.09 678 | 19.05 695 | 9.82 695 | 38.29 704 | 13.97 696 | 28.67 698 | 18.23 695 |
|
| light-stereo |  | 41.36 700 | 29.75 690 | 55.07 688 | 54.98 706 | 49.52 708 | 36.70 667 | 17.57 653 | 46.92 687 | 51.01 672 | 53.58 695 | 54.47 688 | 62.25 705 | 35.15 668 | 48.78 694 | 33.36 661 | 34.63 702 | 26.20 706 | 20.76 691 | 28.59 703 | 46.39 707 | 41.49 712 |
|
| Consistency-Raft |  | 41.82 701 | 35.10 695 | 44.56 668 | 32.85 692 | 41.39 706 | 46.76 688 | 34.76 701 | 57.01 707 | 54.94 681 | 32.10 641 | 65.22 709 | 30.82 594 | 48.46 696 | 40.81 685 | 48.77 705 | 27.39 700 | 34.28 708 | 42.92 705 | 51.66 717 | 39.28 703 | 27.28 698 |
|
| NVStereoNet_ROB |  | 41.93 702 | 32.40 692 | 44.55 667 | 36.60 695 | 27.78 696 | 34.52 660 | 32.38 698 | 48.84 691 | 57.18 693 | 69.34 714 | 75.62 720 | 66.07 710 | 64.86 712 | 47.34 693 | 60.78 716 | 15.72 691 | 23.99 703 | 23.40 694 | 32.06 706 | 21.34 693 | 23.86 697 |
| 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 |  | 45.10 703 | 33.36 693 | 54.69 686 | 33.57 693 | 31.94 699 | 43.06 685 | 17.79 656 | 49.52 695 | 56.61 691 | 50.97 692 | 64.04 704 | 70.09 712 | 53.57 702 | 49.77 697 | 53.19 710 | 53.87 715 | 14.08 699 | 54.69 712 | 35.89 708 | 41.66 704 | 39.69 708 |
|
| RainbowNet |  | 51.25 704 | 62.74 714 | 64.52 703 | 60.13 708 | 39.00 705 | 58.72 707 | 30.83 696 | 57.31 708 | 79.18 725 | 50.24 689 | 65.35 710 | 60.13 701 | 44.25 692 | 49.47 695 | 41.16 692 | 46.52 711 | 46.06 716 | 52.72 710 | 31.78 705 | 52.33 712 | 32.47 702 |
|
| anonymity |  | 52.32 705 | 58.23 709 | 63.91 700 | 41.12 699 | 59.25 717 | 53.27 695 | 41.04 706 | 55.69 706 | 40.20 623 | 54.85 696 | 49.49 673 | 49.13 686 | 55.48 705 | 59.07 708 | 49.65 708 | 55.86 716 | 50.03 722 | 51.00 708 | 51.08 715 | 51.71 710 | 56.36 716 |
|
| MADNet+ |  | 53.31 706 | 68.61 717 | 98.75 743 | 67.03 712 | 37.58 703 | 79.83 731 | 81.74 733 | 60.38 710 | 61.61 703 | 51.43 693 | 54.92 690 | 61.11 703 | 59.29 710 | 69.66 717 | 76.71 733 | 23.88 697 | 24.03 704 | 17.08 688 | 12.35 694 | 32.47 701 | 27.69 700 |
|
| JetBlue |  | 54.08 707 | 45.10 701 | 74.15 716 | 51.17 704 | 47.68 707 | 75.66 724 | 60.97 718 | 63.63 711 | 62.09 704 | 63.32 709 | 64.88 707 | 78.86 720 | 68.17 713 | 68.15 715 | 75.09 732 | 36.86 703 | 24.88 705 | 29.01 700 | 29.12 704 | 28.71 699 | 34.13 704 |
|
| SGM+DAISY |  | 54.67 708 | 56.61 706 | 62.73 698 | 40.21 698 | 53.22 711 | 61.95 710 | 48.59 711 | 55.05 704 | 44.62 647 | 61.03 704 | 63.68 701 | 60.46 702 | 55.62 707 | 60.68 710 | 55.34 712 | 56.34 718 | 48.56 719 | 50.16 707 | 49.63 714 | 52.25 711 | 56.76 718 |
|
| SPS-STEREO |   | 55.62 709 | 59.14 710 | 64.16 701 | 45.05 703 | 53.84 714 | 59.88 708 | 44.00 709 | 59.53 709 | 49.94 665 | 62.33 707 | 61.09 698 | 59.80 700 | 56.82 709 | 60.06 709 | 57.85 713 | 58.41 719 | 48.34 718 | 51.07 709 | 49.21 713 | 55.41 714 | 56.48 717 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| Selective-IGEV-i16pa |  | 56.08 710 | 59.75 711 | 69.90 711 | 21.43 678 | 14.80 677 | 97.01 739 | 29.83 695 | 86.97 737 | 94.48 741 | 85.76 734 | 93.21 737 | 81.88 725 | 74.46 723 | 96.71 744 | 79.25 736 | 30.92 701 | 13.32 697 | 16.91 687 | 7.73 681 | 15.59 683 | 51.73 714 |
|
| Selective-IGEV-i1pa |  | 56.65 711 | 73.08 722 | 56.50 693 | 29.63 690 | 14.87 678 | 94.58 736 | 46.49 710 | 80.65 734 | 87.08 733 | 88.18 737 | 87.03 734 | 74.01 716 | 68.51 714 | 94.68 742 | 74.38 729 | 45.10 710 | 26.62 707 | 26.16 696 | 13.27 695 | 19.40 691 | 32.71 703 |
|
| ACVNet_2 |  | 57.39 712 | 61.72 713 | 72.56 715 | 66.35 711 | 38.29 704 | 61.93 709 | 48.64 712 | 71.64 723 | 81.91 728 | 79.28 727 | 88.72 736 | 76.25 717 | 72.87 719 | 54.33 707 | 46.74 703 | 37.13 704 | 23.36 702 | 54.52 711 | 37.80 709 | 46.22 706 | 27.59 699 |
|
| IMH-64-1 |  | 59.25 713 | 58.09 707 | 67.69 708 | 66.06 709 | 50.51 709 | 56.45 699 | 49.45 713 | 68.83 716 | 67.75 714 | 67.58 712 | 80.37 724 | 70.15 713 | 74.28 721 | 72.16 722 | 48.94 706 | 42.00 707 | 42.87 713 | 65.57 714 | 47.02 710 | 51.52 708 | 37.76 706 |
|
| IMH-64 |  | 59.25 713 | 58.09 707 | 67.69 708 | 66.06 709 | 50.51 709 | 56.45 699 | 49.45 713 | 68.83 716 | 67.75 714 | 67.58 712 | 80.37 724 | 70.15 713 | 74.28 721 | 72.16 722 | 48.94 706 | 42.00 707 | 42.87 713 | 65.57 714 | 47.02 710 | 51.52 708 | 37.76 706 |
|
| IMH |  | 62.95 715 | 60.33 712 | 67.78 710 | 69.51 713 | 53.65 712 | 65.09 714 | 54.21 715 | 72.00 724 | 73.28 719 | 72.49 717 | 81.93 726 | 72.96 715 | 79.81 726 | 76.65 728 | 51.41 709 | 43.57 709 | 49.82 721 | 67.81 716 | 51.14 716 | 54.83 713 | 40.67 709 |
|
| TorneroNet-64 |  | 65.66 716 | 70.70 719 | 71.20 714 | 76.52 717 | 59.70 719 | 66.78 715 | 58.05 716 | 67.53 715 | 80.00 726 | 62.67 708 | 67.40 711 | 83.09 726 | 69.42 716 | 67.34 712 | 62.05 719 | 48.31 714 | 44.07 715 | 72.93 718 | 63.88 719 | 68.05 718 | 53.58 715 |
|
| PWCK |  | 65.90 717 | 88.63 736 | 79.40 723 | 80.32 725 | 29.96 698 | 63.85 713 | 39.45 705 | 72.07 725 | 71.26 717 | 78.74 726 | 68.99 713 | 77.82 719 | 61.77 711 | 82.81 734 | 62.64 720 | 80.17 730 | 39.88 712 | 81.90 728 | 47.37 712 | 73.54 728 | 37.51 705 |
|
| WAO-6 |  | 70.64 718 | 73.02 721 | 66.25 705 | 79.92 724 | 61.74 721 | 68.74 716 | 59.08 717 | 75.27 728 | 87.02 732 | 74.72 720 | 79.40 723 | 79.19 721 | 84.60 734 | 67.70 714 | 60.53 715 | 67.85 722 | 48.88 720 | 81.48 726 | 73.29 724 | 65.57 716 | 58.60 719 |
|
| TorneroNet |  | 71.21 719 | 73.44 723 | 75.82 719 | 80.82 726 | 65.65 723 | 70.53 718 | 64.39 721 | 71.42 722 | 75.97 721 | 71.47 716 | 73.68 718 | 84.17 729 | 74.00 720 | 69.85 718 | 69.09 723 | 59.37 720 | 48.19 717 | 79.67 722 | 73.51 725 | 74.93 729 | 68.26 728 |
|
| LVE |  | 71.50 720 | 72.46 720 | 83.91 727 | 75.21 716 | 55.29 716 | 74.81 719 | 62.76 720 | 77.22 729 | 83.77 730 | 82.09 729 | 87.11 735 | 83.38 727 | 82.41 731 | 75.93 726 | 64.49 721 | 48.28 713 | 57.24 728 | 74.61 720 | 62.53 718 | 65.49 715 | 61.01 720 |
|
| MFMNet_re |  | 72.05 721 | 79.64 729 | 64.23 702 | 52.73 705 | 84.71 732 | 77.93 727 | 68.35 722 | 63.96 712 | 66.93 712 | 61.00 703 | 71.29 716 | 63.84 707 | 68.91 715 | 72.42 724 | 61.11 717 | 82.03 734 | 74.22 735 | 80.34 725 | 74.44 726 | 83.62 735 | 89.34 736 |
|
| notaker |  | 72.18 722 | 79.78 730 | 78.84 722 | 78.75 721 | 68.52 725 | 63.26 712 | 61.68 719 | 69.22 719 | 75.95 720 | 77.58 724 | 78.85 722 | 79.69 723 | 84.79 735 | 77.39 729 | 58.43 714 | 69.68 725 | 60.79 729 | 77.46 721 | 68.48 721 | 69.62 720 | 64.92 725 |
|
| WAO-7 |  | 72.21 723 | 78.21 725 | 54.04 684 | 79.33 723 | 69.31 727 | 70.20 717 | 72.09 728 | 77.85 732 | 84.90 731 | 77.35 723 | 86.03 730 | 79.37 722 | 79.88 727 | 65.32 711 | 65.33 722 | 62.33 721 | 69.70 733 | 70.51 717 | 73.21 723 | 67.23 717 | 62.02 721 |
|
| ktn |  | 72.58 724 | 80.06 732 | 69.96 712 | 79.14 722 | 69.86 728 | 75.40 723 | 70.43 727 | 69.01 718 | 76.90 722 | 72.88 718 | 77.46 721 | 77.43 718 | 77.41 725 | 72.78 725 | 55.00 711 | 79.09 728 | 65.99 730 | 80.09 724 | 68.29 720 | 71.46 725 | 62.98 722 |
|
| UNDER WATER-64 |  | 73.11 725 | 74.48 724 | 87.70 728 | 74.03 715 | 55.20 715 | 78.24 728 | 75.71 730 | 65.33 713 | 67.91 716 | 75.60 722 | 69.32 714 | 84.41 730 | 76.93 724 | 68.43 716 | 72.45 726 | 81.18 732 | 56.77 727 | 82.46 729 | 80.34 730 | 68.22 719 | 67.48 727 |
|
| LRCNet_RVC |  | 73.59 726 | 69.80 718 | 74.41 717 | 77.63 719 | 60.56 720 | 40.33 681 | 15.08 632 | 71.04 721 | 48.36 657 | 88.07 736 | 94.62 739 | 90.11 737 | 81.83 729 | 80.58 733 | 61.26 718 | 97.12 745 | 72.30 734 | 96.65 744 | 97.58 745 | 77.13 730 | 77.30 732 |
|
| DPSimNet_ROB |  | 74.29 727 | 83.27 734 | 59.30 697 | 77.19 718 | 65.13 722 | 75.14 721 | 74.95 729 | 73.99 727 | 76.94 723 | 81.99 728 | 75.48 719 | 80.18 724 | 71.76 717 | 67.39 713 | 84.00 738 | 81.87 733 | 51.14 723 | 79.99 723 | 76.70 729 | 70.17 721 | 79.21 733 |
|
| UNDER WATER |  | 75.92 728 | 79.25 728 | 87.75 729 | 84.39 727 | 66.43 724 | 77.08 726 | 77.22 731 | 66.90 714 | 72.16 718 | 75.32 721 | 71.56 717 | 85.89 736 | 82.15 730 | 70.11 719 | 74.99 731 | 79.34 729 | 53.61 724 | 86.40 735 | 84.53 734 | 71.29 724 | 72.11 730 |
|
| TCMNet-wrong-test |  | 76.74 729 | 91.47 739 | 89.31 730 | 97.64 740 | 97.35 741 | 94.87 737 | 92.51 738 | 69.78 720 | 65.29 709 | 63.44 710 | 71.10 715 | 65.66 709 | 51.44 699 | 85.29 736 | 74.70 730 | 56.06 717 | 20.22 701 | 83.11 733 | 82.39 731 | 95.02 742 | 88.18 735 |
|
| WAO-8 |  | 76.87 730 | 78.41 726 | 66.45 706 | 86.81 731 | 72.47 729 | 79.27 729 | 68.59 724 | 77.75 730 | 89.01 735 | 83.09 731 | 86.98 731 | 85.87 734 | 84.97 736 | 72.12 720 | 69.11 724 | 74.93 726 | 55.23 725 | 87.79 738 | 83.50 732 | 70.47 722 | 64.56 723 |
|
| Venus |  | 76.87 730 | 78.41 726 | 66.45 706 | 86.81 731 | 72.47 729 | 79.27 729 | 68.59 724 | 77.75 730 | 89.01 735 | 83.09 731 | 86.98 731 | 85.87 734 | 84.97 736 | 72.12 720 | 69.11 724 | 74.93 726 | 55.23 725 | 87.79 738 | 83.50 732 | 70.48 723 | 64.56 723 |
|
| HanzoNet |  | 77.61 732 | 81.11 733 | 82.83 724 | 77.82 720 | 69.15 726 | 75.25 722 | 69.06 726 | 73.49 726 | 77.84 724 | 82.19 730 | 82.80 727 | 85.42 731 | 86.67 738 | 85.99 737 | 73.64 728 | 85.24 738 | 68.38 732 | 81.71 727 | 75.47 728 | 71.98 726 | 66.24 726 |
|
| JetRed |  | 79.55 733 | 79.88 731 | 91.52 733 | 71.05 714 | 75.80 731 | 91.66 733 | 80.11 732 | 79.14 733 | 80.44 727 | 84.35 733 | 84.23 729 | 83.38 727 | 72.48 718 | 79.43 730 | 85.44 739 | 69.33 724 | 81.58 736 | 73.66 719 | 72.56 722 | 82.35 733 | 72.60 731 |
|
| Dean |  | 80.72 734 | 85.82 735 | 83.27 725 | 84.91 730 | 59.53 718 | 75.11 720 | 68.39 723 | 81.59 735 | 88.05 734 | 92.41 738 | 86.98 731 | 92.41 739 | 93.02 740 | 83.11 735 | 73.31 727 | 68.01 723 | 66.13 731 | 94.82 743 | 84.66 735 | 83.28 734 | 69.50 729 |
|
| RSGM-EC |  | 88.03 735 | 67.44 715 | 53.54 680 | 84.82 728 | 87.13 733 | 94.34 734 | 92.20 736 | 94.86 742 | 98.29 742 | 95.56 742 | 98.06 743 | 85.65 732 | 83.07 732 | 79.52 731 | 79.00 734 | 95.80 741 | 97.66 742 | 91.52 740 | 95.19 742 | 95.05 743 | 91.80 741 |
|
| acva |  | 88.03 735 | 67.44 715 | 53.54 680 | 84.82 728 | 87.13 733 | 94.34 734 | 92.20 736 | 94.86 742 | 98.29 742 | 95.56 742 | 98.06 743 | 85.65 732 | 83.07 732 | 79.52 731 | 79.00 734 | 95.80 741 | 97.66 742 | 91.52 740 | 95.19 742 | 95.05 743 | 91.80 741 |
|
| KSHMR |  | 88.54 737 | 93.03 740 | 83.31 726 | 95.54 738 | 91.74 738 | 82.37 732 | 83.41 734 | 84.43 736 | 81.99 729 | 87.89 735 | 84.05 728 | 91.94 738 | 81.33 728 | 76.34 727 | 81.76 737 | 96.44 744 | 96.14 741 | 96.69 745 | 97.12 744 | 92.52 741 | 92.67 743 |
|
| tt |  | 89.96 738 | 1.02 136 | 100.00 749 | 99.40 745 | 100.00 750 | 100.00 748 | 100.00 749 | 100.00 751 | 100.00 749 | 78.36 725 | 67.94 712 | 99.99 752 | 100.00 749 | 100.00 752 | 100.00 752 | 95.81 743 | 99.93 748 | 87.43 736 | 86.39 736 | 95.11 745 | 87.89 734 |
|
| xxxxx1 |  | 91.92 739 | 95.33 742 | 98.45 740 | 87.29 733 | 89.24 735 | 98.50 741 | 98.17 744 | 92.95 738 | 93.21 738 | 93.55 739 | 95.36 740 | 96.99 741 | 96.28 741 | 94.65 739 | 94.94 740 | 83.26 735 | 84.17 737 | 82.90 730 | 88.32 738 | 85.49 737 | 89.37 737 |
|
| tt_ll |  | 91.92 739 | 95.33 742 | 98.45 740 | 87.29 733 | 89.24 735 | 98.50 741 | 98.17 744 | 92.95 738 | 93.21 738 | 93.55 739 | 95.36 740 | 96.99 741 | 96.28 741 | 94.65 739 | 94.94 740 | 83.26 735 | 84.17 737 | 82.90 730 | 88.32 738 | 85.49 737 | 89.37 737 |
|
| ff |  | 91.92 739 | 95.33 742 | 98.45 740 | 87.29 733 | 89.24 735 | 98.50 741 | 98.17 744 | 92.95 738 | 93.21 738 | 93.55 739 | 95.36 740 | 96.99 741 | 96.28 741 | 94.65 739 | 94.94 740 | 83.26 735 | 84.17 737 | 82.90 730 | 88.32 738 | 85.49 737 | 89.37 737 |
|
| USTest |  | 93.52 742 | 90.92 738 | 77.74 721 | 87.90 736 | 92.63 739 | 100.00 748 | 100.00 749 | 99.79 748 | 99.80 746 | 99.21 747 | 99.52 746 | 98.03 744 | 99.15 746 | 89.52 738 | 99.31 747 | 90.37 739 | 98.47 744 | 84.34 734 | 87.43 737 | 84.58 736 | 91.71 740 |
|
| MADNet++ |  | 94.16 743 | 94.02 741 | 90.25 731 | 96.28 739 | 96.84 740 | 97.17 740 | 90.16 735 | 94.71 741 | 91.69 737 | 97.07 744 | 93.71 738 | 94.62 740 | 92.63 739 | 96.15 743 | 95.18 743 | 95.42 740 | 95.89 740 | 92.80 742 | 92.23 741 | 92.10 740 | 94.30 745 |
|
| PML |  | 99.19 744 | 100.00 751 | 98.08 739 | 99.28 744 | 99.53 745 | 100.00 748 | 99.73 747 | 98.24 744 | 99.44 745 | 100.00 751 | 99.57 747 | 98.76 746 | 99.84 747 | 100.00 752 | 98.88 746 | 100.00 748 | 99.54 745 | 100.00 749 | 99.50 747 | 99.90 748 | 93.55 744 |
|
| MEDIAN_ROB |  | 99.19 744 | 99.84 746 | 99.62 745 | 98.49 741 | 98.51 744 | 98.58 744 | 97.81 743 | 98.80 746 | 98.56 744 | 99.36 748 | 99.49 745 | 99.56 747 | 99.06 745 | 98.35 745 | 98.31 745 | 99.99 747 | 99.63 746 | 100.00 749 | 100.00 750 | 99.81 747 | 99.95 749 |
|
| HaxPig |  | 99.40 746 | 99.99 748 | 97.38 738 | 100.00 749 | 100.00 750 | 96.91 738 | 97.35 741 | 99.59 747 | 99.99 748 | 100.00 751 | 100.00 749 | 99.99 752 | 99.99 748 | 99.04 746 | 97.77 744 | 100.00 748 | 100.00 750 | 100.00 749 | 100.00 750 | 100.00 751 | 99.99 750 |
|
| Anonymous_1 |  | 99.65 747 | 99.95 747 | 99.93 747 | 99.80 746 | 99.60 746 | 100.00 748 | 100.00 749 | 99.82 750 | 99.98 747 | 99.62 749 | 99.94 748 | 99.75 749 | 100.00 749 | 99.66 747 | 99.88 748 | 98.45 746 | 99.84 747 | 98.73 746 | 99.26 746 | 99.41 746 | 99.36 746 |
|
| test_example2 |  | 99.68 748 | 99.99 748 | 99.99 748 | 100.00 749 | 99.99 749 | 99.86 747 | 99.99 748 | 98.29 745 | 100.00 749 | 100.00 751 | 100.00 749 | 98.15 745 | 98.39 744 | 99.98 749 | 99.98 749 | 100.00 748 | 99.99 749 | 99.40 747 | 99.53 748 | 100.00 751 | 100.00 751 |
|
| AVERAGE_ROB |  | 99.80 749 | 99.99 748 | 99.40 744 | 100.00 749 | 100.00 750 | 98.99 745 | 97.72 742 | 100.00 751 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 754 | 100.00 749 | 100.00 752 | 100.00 752 | 100.00 748 | 100.00 750 | 100.00 749 | 100.00 750 | 100.00 751 | 100.00 751 |
|
| DPSMNet_ROB |  | 99.95 750 | 100.00 751 | 100.00 749 | 100.00 749 | 100.00 750 | 100.00 748 | 100.00 749 | 100.00 751 | 100.00 749 | 99.15 746 | 100.00 749 | 99.96 750 | 100.00 749 | 99.99 750 | 99.99 750 | 100.00 748 | 100.00 750 | 100.00 749 | 100.00 750 | 100.00 751 | 100.00 751 |
|
| DGTPSM_ROB |  | 99.95 750 | 100.00 751 | 100.00 749 | 100.00 749 | 100.00 750 | 100.00 748 | 100.00 749 | 100.00 751 | 100.00 749 | 99.14 745 | 100.00 749 | 99.96 750 | 100.00 749 | 99.99 750 | 99.99 750 | 100.00 748 | 100.00 750 | 100.00 749 | 100.00 750 | 100.00 751 | 100.00 751 |
|
| iinet-test |  | 99.97 752 | 100.00 751 | 100.00 749 | 99.84 747 | 99.86 747 | 100.00 748 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 754 | 100.00 749 | 100.00 752 | 100.00 752 | 100.00 748 | 100.00 750 | 100.00 749 | 100.00 750 | 99.93 749 | 99.85 748 |
|
| IINet |  | 99.97 752 | 100.00 751 | 100.00 749 | 99.84 747 | 99.87 748 | 100.00 748 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 754 | 100.00 749 | 100.00 752 | 100.00 752 | 100.00 748 | 100.00 750 | 100.00 749 | 100.00 750 | 99.93 749 | 99.84 747 |
|
| fast-reg |  | 100.00 754 | 100.00 751 | 100.00 749 | 100.00 749 | 100.00 750 | 100.00 748 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 754 | 100.00 749 | 100.00 752 | 100.00 752 | 100.00 748 | 100.00 750 | 100.00 749 | 100.00 750 | 100.00 751 | 100.00 751 |
|
| Hybrid-DGEV |  | 100.00 754 | 100.00 751 | 100.00 749 | 100.00 749 | 100.00 750 | 100.00 748 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 754 | 100.00 749 | 100.00 752 | 100.00 752 | 100.00 748 | 100.00 750 | 100.00 749 | 100.00 750 | 100.00 751 | 100.00 751 |
|
| RAFT-FEzeroshot |  | 100.00 754 | 100.00 751 | 100.00 749 | 100.00 749 | 100.00 750 | 100.00 748 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 754 | 100.00 749 | 100.00 752 | 100.00 752 | 100.00 748 | 100.00 750 | 100.00 749 | 100.00 750 | 100.00 751 | 100.00 751 |
|
| RAFT-FE |  | 100.00 754 | 100.00 751 | 100.00 749 | 100.00 749 | 100.00 750 | 100.00 748 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 754 | 100.00 749 | 100.00 752 | 100.00 752 | 100.00 748 | 100.00 750 | 100.00 749 | 100.00 750 | 100.00 751 | 100.00 751 |
|
| FlowAnything |  | 100.00 754 | 100.00 751 | 100.00 749 | 100.00 749 | 100.00 750 | 100.00 748 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 754 | 100.00 749 | 100.00 752 | 100.00 752 | 100.00 748 | 100.00 750 | 100.00 749 | 100.00 750 | 100.00 751 | 100.00 751 |
|
| Selective-RAFT-Error |  | 100.00 754 | 100.00 751 | 100.00 749 | 100.00 749 | 100.00 750 | 100.00 748 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 754 | 100.00 749 | 100.00 752 | 100.00 752 | 100.00 748 | 100.00 750 | 100.00 749 | 100.00 750 | 100.00 751 | 100.00 751 |
|
| CasAABBNet |  | 100.00 754 | 100.00 751 | 100.00 749 | 100.00 749 | 100.00 750 | 100.00 748 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 754 | 100.00 749 | 100.00 752 | 100.00 752 | 100.00 748 | 100.00 750 | 100.00 749 | 100.00 750 | 100.00 751 | 100.00 751 |
|
| LSM0 |  | 100.00 754 | 100.00 751 | 100.00 749 | 100.00 749 | 100.00 750 | 100.00 748 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 754 | 100.00 749 | 100.00 752 | 100.00 752 | 100.00 748 | 100.00 750 | 100.00 749 | 100.00 750 | 100.00 751 | 100.00 751 |
|
| DPSM_ROB |  | 100.00 754 | 100.00 751 | 100.00 749 | 100.00 749 | 100.00 750 | 100.00 748 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 754 | 100.00 749 | 100.00 752 | 100.00 752 | 100.00 748 | 100.00 750 | 100.00 749 | 100.00 750 | 100.00 751 | 100.00 751 |
|
| DPSM |  | 100.00 754 | 100.00 751 | 100.00 749 | 100.00 749 | 100.00 750 | 100.00 748 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 751 | 100.00 749 | 100.00 754 | 100.00 749 | 100.00 752 | 100.00 752 | 100.00 748 | 100.00 750 | 100.00 749 | 100.00 750 | 100.00 751 | 100.00 751 |
|
| GS-Stereo |  | | | | | | | 1.50 176 | 8.60 167 | 4.56 149 | 2.71 133 | 2.61 73 | 1.86 103 | 2.25 123 | 3.50 43 | 1.15 119 | 0.00 1 | 0.07 280 | 0.00 1 | 0.39 551 | 0.22 260 | 0.15 263 |
|
| FSD |  | | | | | 5.31 543 | 8.20 363 | 12.18 603 | 12.39 251 | 7.98 249 | 7.94 263 | 7.35 212 | 9.35 315 | 7.17 360 | 10.94 306 | 8.86 480 | 5.58 660 | 2.77 662 | 5.46 655 | 4.09 660 | 5.17 636 | |
|
| ccccc |  | | 98.19 745 | | 100.00 749 | 100.00 750 | 99.32 746 | | 99.79 748 | | 99.63 750 | | 99.69 748 | | 99.95 748 | | 100.00 748 | 100.00 750 | 99.97 748 | 99.90 749 | 100.00 751 | |
|
| ASD4 |  | | 90.49 737 | | | | | | | | | | | | | | | | | | | |
|