| 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 68 | 1.00 36 | 0.16 1 | 0.20 5 | 3.69 54 | 0.60 25 | 0.01 145 | 0.01 47 | 0.01 256 | 0.05 330 | 0.02 10 | 0.01 8 |
|
| S2M2_XL |  | 0.93 2 | 0.78 59 | 3.42 53 | 1.97 13 | 0.27 16 | 0.44 1 | 0.01 1 | 1.71 1 | 0.99 6 | 1.17 27 | 2.70 77 | 1.74 89 | 1.21 73 | 1.17 1 | 1.00 100 | 0.00 1 | 0.01 47 | 0.01 256 | 0.00 1 | 0.02 10 | 0.02 21 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| PSi22a |  | 0.94 3 | 0.55 5 | 2.07 1 | 2.13 27 | 0.25 8 | 1.14 6 | 0.09 23 | 4.93 32 | 0.89 1 | 0.74 5 | 0.08 2 | 2.33 129 | 1.03 66 | 1.87 3 | 0.49 11 | 0.01 145 | 0.05 212 | 0.00 1 | 0.00 1 | 0.03 49 | 0.03 55 |
|
| Foundation-i32 |  | 0.97 4 | 0.54 3 | 2.57 5 | 2.24 37 | 0.21 7 | 1.31 11 | 0.09 23 | 4.21 15 | 0.95 5 | 1.20 31 | 0.42 16 | 2.79 148 | 0.29 12 | 1.78 2 | 0.54 13 | 0.02 232 | 0.08 318 | 0.03 307 | 0.00 1 | 0.03 49 | 0.03 55 |
|
| VeloStereo |  | 0.98 5 | 0.69 37 | 3.01 25 | 2.02 19 | 0.36 48 | 1.52 19 | 0.04 15 | 2.25 5 | 1.26 13 | 0.80 6 | 0.46 19 | 2.04 114 | 0.99 63 | 3.52 46 | 0.57 18 | 0.00 1 | 0.03 149 | 0.00 1 | 0.01 207 | 0.03 49 | 0.04 85 |
|
| BLMT-Stereo |  | 0.99 6 | 0.51 2 | 3.10 34 | 2.65 87 | 0.36 48 | 0.56 2 | 0.27 59 | 1.94 2 | 1.86 44 | 1.00 16 | 2.57 71 | 1.18 59 | 0.15 1 | 1.90 4 | 1.49 145 | 0.14 385 | 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 | 3.29 157 | 0.60 35 | 2.65 21 | 0.46 7 | 0.03 272 | 0.11 380 | 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 | 0.87 118 | 2.04 3 | 1.22 9 | 0.66 4 | 1.71 57 | 1.75 91 | 0.90 57 | 3.46 42 | 0.44 4 | 0.00 1 | 0.01 47 | 0.00 1 | 0.00 1 | 0.01 1 | 0.04 85 |
|
| PipStereo |  | 1.06 9 | 0.57 7 | 2.29 3 | 2.16 29 | 0.26 10 | 1.22 7 | 0.10 29 | 5.28 40 | 0.91 3 | 0.64 2 | 0.09 4 | 3.41 158 | 0.88 55 | 2.66 22 | 0.46 7 | 0.02 232 | 0.10 358 | 0.00 1 | 0.00 1 | 0.03 49 | 0.04 85 |
|
| flow |  | 1.07 10 | 0.69 37 | 3.01 25 | 2.02 19 | 0.36 48 | 1.52 19 | 0.04 15 | 2.25 5 | 1.26 13 | 0.80 6 | 0.46 19 | 2.04 114 | 0.99 63 | 5.35 100 | 0.57 18 | 0.00 1 | 0.03 149 | 0.00 1 | 0.01 207 | 0.03 49 | 0.04 85 |
|
| mm1 |  | 1.12 11 | 0.62 17 | 2.88 14 | 1.99 16 | 0.33 39 | 1.31 11 | 0.01 1 | 4.21 15 | 2.56 66 | 1.17 27 | 0.47 21 | 2.11 119 | 0.28 9 | 3.83 59 | 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 74 | 4.45 18 | 0.93 4 | 1.64 66 | 0.22 9 | 0.47 28 | 1.78 104 | 4.39 77 | 0.36 2 | 0.00 1 | 0.03 149 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 21 |
|
| mm2 |  | 1.15 13 | 0.62 17 | 2.88 14 | 1.99 16 | 0.33 39 | 1.31 11 | 0.01 1 | 4.81 25 | 2.56 66 | 1.17 27 | 0.47 21 | 2.11 119 | 0.28 9 | 3.83 59 | 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 92 | 1.02 189 | 1.32 14 | 0.02 10 | 2.28 7 | 2.21 54 | 0.82 8 | 0.99 35 | 1.98 107 | 0.78 46 | 3.72 56 | 0.39 3 | 0.08 355 | 0.04 173 | 0.00 1 | 0.00 1 | 1.25 547 | 0.14 241 |
|
| LACA2 |  | 1.22 15 | 1.14 177 | 4.34 121 | 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 | 2.94 121 | 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 72 | 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 86 | 0.31 24 | 1.47 17 | 0.01 1 | 2.88 9 | 1.65 32 | 1.31 40 | 0.45 17 | 1.79 97 | 1.38 83 | 5.91 113 | 0.85 67 | 0.10 365 | 0.42 559 | 0.00 1 | 0.00 1 | 0.01 1 | 0.44 431 |
|
| FoundationStereo |  | 1.26 17 | 0.73 43 | 2.84 13 | 2.65 87 | 0.58 103 | 2.31 36 | 0.61 90 | 3.40 13 | 1.57 25 | 1.89 84 | 0.09 4 | 2.61 139 | 2.90 152 | 2.37 17 | 0.60 25 | 0.04 293 | 0.04 173 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 55 |
|
| MonSter++ |  | 1.28 19 | 0.63 22 | 2.88 14 | 2.00 18 | 0.32 28 | 2.14 32 | 0.01 1 | 4.86 30 | 2.56 66 | 1.63 64 | 0.45 17 | 2.17 123 | 1.25 75 | 3.81 58 | 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 67 | 0.50 24 | 2.09 118 | 1.29 77 | 3.91 62 | 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 | 1.95 280 | 3.34 12 | 1.24 11 | 1.25 35 | 4.13 113 | 1.63 82 | 0.34 13 | 3.17 39 | 0.76 51 | 0.02 232 | 0.01 47 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 21 |
|
| LiteMatch* |   | 1.32 22 | 0.85 90 | 4.93 152 | 2.28 45 | 0.28 18 | 2.07 29 | 0.03 13 | 4.90 31 | 2.57 71 | 1.39 50 | 0.67 28 | 1.58 80 | 0.52 29 | 3.52 46 | 0.69 41 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.04 78 | 0.06 132 |
|
| HiDET |  | 1.32 22 | 0.56 6 | 3.12 37 | 2.54 75 | 0.43 74 | 1.92 26 | 0.02 10 | 5.70 51 | 2.72 81 | 1.35 42 | 0.52 25 | 1.27 63 | 0.97 60 | 4.05 65 | 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 82 | 0.35 43 | 3.43 87 | 0.73 102 | 3.49 14 | 1.80 41 | 1.39 50 | 2.52 68 | 2.65 143 | 1.41 85 | 2.18 10 | 0.93 82 | 0.00 1 | 0.02 108 | 0.00 1 | 0.02 251 | 0.03 49 | 0.10 184 |
|
| qqai |  | 1.38 25 | 0.60 15 | 3.39 52 | 2.92 118 | 0.35 43 | 1.60 21 | 0.11 32 | 5.17 34 | 3.33 118 | 1.10 22 | 0.34 12 | 3.06 153 | 0.27 7 | 4.38 76 | 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 | 1.64 206 | 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 85 | 0.68 30 | 2.46 133 | 0.28 9 | 4.68 88 | 0.83 59 | 0.01 145 | 0.09 337 | 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 | 4.05 115 | 0.01 1 | 5.97 65 | 1.58 29 | 1.29 38 | 1.19 44 | 1.02 52 | 2.98 155 | 3.52 46 | 0.87 73 | 0.79 565 | 0.08 318 | 0.12 435 | 0.05 330 | 0.01 1 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| MLG-Stereo |  | 1.48 29 | 0.65 31 | 3.04 29 | 2.52 71 | 0.79 157 | 3.11 69 | 0.16 44 | 6.26 80 | 1.80 41 | 0.84 9 | 0.10 8 | 1.51 75 | 0.65 42 | 7.44 159 | 0.53 12 | 0.02 232 | 0.09 337 | 0.00 1 | 0.03 278 | 0.03 49 | 0.02 21 |
|
| LGtest1 |  | 1.48 29 | 0.75 48 | 4.03 99 | 2.33 54 | 0.65 122 | 3.02 63 | 0.11 32 | 6.12 75 | 1.51 21 | 1.41 52 | 1.48 50 | 0.65 41 | 0.93 59 | 5.60 103 | 0.81 55 | 0.03 272 | 0.12 393 | 0.00 1 | 0.00 1 | 0.10 178 | 0.04 85 |
|
| depth_test_26 |  | 1.49 31 | 0.71 40 | 3.27 42 | 2.28 45 | 0.49 84 | 1.24 9 | 0.09 23 | 3.12 11 | 2.29 56 | 0.41 1 | 7.44 214 | 2.01 111 | 1.14 70 | 4.48 84 | 0.61 29 | 0.01 145 | 0.05 212 | 0.00 1 | 0.03 278 | 0.03 49 | 0.12 213 |
|
| MSE-Stereo |  | 1.49 31 | 0.75 48 | 3.35 48 | 2.32 51 | 1.32 237 | 3.23 76 | 0.68 94 | 5.27 37 | 2.97 98 | 1.47 55 | 0.87 32 | 1.67 84 | 0.35 14 | 4.46 81 | 0.75 48 | 0.03 272 | 0.15 433 | 0.00 1 | 0.00 1 | 0.06 101 | 0.04 85 |
|
| CSFM-Stereo |  | 1.49 31 | 0.59 12 | 3.11 35 | 2.47 66 | 0.31 24 | 3.07 65 | 0.15 42 | 6.28 86 | 2.36 62 | 2.48 119 | 1.08 40 | 1.50 74 | 1.10 68 | 4.29 75 | 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 | 2.46 358 | 2.84 57 | 0.16 44 | 5.64 49 | 1.77 38 | 0.98 15 | 0.09 4 | 1.53 76 | 0.52 29 | 7.44 159 | 0.56 16 | 0.02 232 | 0.09 337 | 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 | 1.59 271 | 3.94 108 | 0.86 116 | 4.84 27 | 2.96 97 | 1.47 55 | 1.42 49 | 1.41 70 | 0.19 4 | 4.46 81 | 0.75 48 | 0.03 272 | 0.15 433 | 0.00 1 | 0.00 1 | 0.06 101 | 0.04 85 |
|
| 252Zero-FE |  | 1.52 35 | 0.84 83 | 3.49 62 | 2.85 109 | 0.54 96 | 1.97 28 | 0.08 20 | 6.14 76 | 4.11 135 | 1.76 77 | 3.45 95 | 0.16 1 | 0.27 7 | 3.61 51 | 0.82 57 | 0.01 145 | 0.10 358 | 0.08 387 | 0.04 302 | 0.04 78 | 0.03 55 |
|
| MLG-Stereo_test2 |  | 1.52 35 | 0.64 25 | 2.81 12 | 2.52 71 | 1.79 298 | 2.76 54 | 0.16 44 | 4.70 23 | 1.80 41 | 1.75 75 | 0.08 2 | 3.21 156 | 0.17 3 | 7.28 151 | 0.64 30 | 0.02 232 | 0.11 380 | 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 | 1.32 237 | 3.23 76 | 0.68 94 | 5.27 37 | 2.97 98 | 2.35 112 | 0.87 32 | 1.67 84 | 0.35 14 | 4.80 90 | 0.84 65 | 0.03 272 | 0.16 444 | 0.00 1 | 0.00 1 | 0.06 101 | 0.04 85 |
|
| MLG-Stereo_test3 |  | 1.57 39 | 0.69 37 | 3.82 84 | 2.19 33 | 1.34 245 | 3.92 107 | 0.25 56 | 5.89 63 | 1.27 15 | 0.91 13 | 1.07 39 | 1.99 110 | 0.64 41 | 6.09 117 | 1.10 110 | 0.03 272 | 0.09 337 | 0.00 1 | 0.00 1 | 0.05 94 | 0.04 85 |
|
| dual_stereo |  | 1.57 39 | 0.64 25 | 2.56 4 | 2.33 54 | 0.47 78 | 2.62 45 | 0.08 20 | 4.85 28 | 1.95 47 | 1.01 18 | 0.69 31 | 1.90 105 | 0.61 37 | 10.34 275 | 0.96 88 | 0.01 145 | 0.20 470 | 0.00 1 | 0.18 441 | 0.01 1 | 0.03 55 |
|
| Pro-Stereo |  | 1.58 41 | 0.49 1 | 3.02 28 | 2.86 110 | 0.49 84 | 5.49 233 | 0.77 108 | 2.05 4 | 1.90 46 | 1.48 57 | 1.19 44 | 1.46 71 | 0.15 1 | 8.09 186 | 1.54 149 | 0.16 397 | 0.03 149 | 0.00 1 | 0.30 519 | 0.04 78 | 0.02 21 |
|
| BridgeDepth |   | 1.59 42 | 0.74 45 | 2.65 8 | 1.86 9 | 0.15 3 | 6.66 321 | 0.05 17 | 5.75 53 | 2.52 64 | 1.38 49 | 0.38 13 | 1.98 107 | 2.79 150 | 4.44 80 | 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 | 4.31 118 | 2.54 75 | 0.69 130 | 2.76 54 | 0.44 72 | 6.85 105 | 1.57 25 | 1.59 61 | 0.39 15 | 0.39 25 | 0.52 29 | 7.85 176 | 0.82 57 | 0.04 293 | 0.12 393 | 0.00 1 | 0.00 1 | 0.03 49 | 0.02 21 |
|
| LG-Stereo_L1 |  | 1.59 42 | 0.89 103 | 4.07 105 | 2.55 77 | 0.95 186 | 2.93 59 | 0.50 78 | 6.75 100 | 1.54 22 | 1.32 41 | 0.24 10 | 0.50 30 | 0.59 34 | 7.91 177 | 0.85 67 | 0.04 293 | 0.12 393 | 0.01 256 | 0.00 1 | 0.03 49 | 0.02 21 |
|
| Test_v1 |  | 1.60 45 | 0.76 54 | 3.26 41 | 2.18 31 | 1.25 225 | 2.17 33 | 0.16 44 | 7.01 108 | 3.12 105 | 1.44 53 | 2.91 80 | 1.49 73 | 1.02 65 | 4.48 84 | 0.68 37 | 0.01 145 | 0.04 173 | 0.00 1 | 0.00 1 | 0.03 49 | 0.04 85 |
|
| Wavelet-MonSter |  | 1.61 46 | 0.84 83 | 4.03 99 | 2.47 66 | 2.55 364 | 2.93 59 | 0.03 13 | 4.71 24 | 1.40 18 | 1.96 86 | 4.34 121 | 0.34 22 | 0.83 54 | 4.87 93 | 0.90 76 | 0.00 1 | 0.03 149 | 0.02 287 | 0.00 1 | 0.02 10 | 0.03 55 |
|
| over-8 |  | 1.69 47 | 1.25 216 | 3.48 61 | 3.07 136 | 0.32 28 | 4.01 112 | 0.01 1 | 5.22 35 | 1.74 36 | 1.21 32 | 1.34 47 | 1.34 67 | 2.51 141 | 7.71 168 | 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 | 1.39 266 | 3.63 67 | 2.94 121 | 0.33 39 | 3.77 102 | 0.02 10 | 5.32 42 | 1.78 39 | 1.29 38 | 0.98 34 | 1.27 63 | 2.62 143 | 7.78 173 | 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 | 1.18 191 | 3.53 63 | 2.59 82 | 0.64 117 | 0.79 3 | 1.14 139 | 2.34 8 | 2.34 61 | 3.20 151 | 6.92 204 | 2.58 138 | 0.61 37 | 4.97 95 | 0.88 74 | 0.02 232 | 0.01 47 | 0.00 1 | 0.00 1 | 0.03 49 | 0.06 132 |
|
| MatchStereo |   | 1.70 50 | 0.88 98 | 3.85 85 | 2.11 26 | 0.14 1 | 2.35 39 | 0.33 64 | 5.87 61 | 4.80 153 | 0.90 12 | 4.35 123 | 0.81 48 | 1.32 78 | 4.93 94 | 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 | 7.21 230 | 1.23 34 | 1.48 50 | 1.25 62 | 1.34 79 | 6.03 115 | 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 69 | 2.27 40 | 1.62 275 | 6.01 290 | 0.13 35 | 6.02 68 | 2.88 93 | 1.35 42 | 2.11 60 | 0.30 15 | 0.36 16 | 6.50 126 | 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 69 | 2.27 40 | 1.62 275 | 5.99 285 | 0.14 38 | 6.02 68 | 2.87 91 | 1.35 42 | 2.11 60 | 0.30 15 | 0.36 16 | 6.78 139 | 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 69 | 2.27 40 | 1.62 275 | 6.02 293 | 0.14 38 | 6.02 68 | 2.87 91 | 1.35 42 | 2.11 60 | 0.30 15 | 0.36 16 | 6.59 129 | 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 74 | 0.57 85 | 5.56 45 | 3.23 109 | 2.38 114 | 3.86 107 | 3.78 172 | 0.40 22 | 3.99 64 | 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 69 | 2.27 40 | 1.61 274 | 6.04 294 | 0.14 38 | 6.02 68 | 2.88 93 | 1.35 42 | 2.11 60 | 0.30 15 | 0.36 16 | 6.84 141 | 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 | 1.12 171 | 4.60 132 | 2.29 49 | 0.65 122 | 3.08 66 | 0.74 104 | 6.01 67 | 3.02 101 | 2.15 100 | 1.00 36 | 2.13 121 | 0.37 20 | 6.80 140 | 1.47 142 | 0.00 1 | 0.00 1 | 0.03 307 | 0.00 1 | 0.03 49 | 0.08 165 |
|
| over v1 |  | 1.81 58 | 1.37 257 | 3.35 48 | 2.87 111 | 0.31 24 | 4.66 159 | 0.01 1 | 5.35 43 | 2.07 49 | 1.17 27 | 1.50 52 | 1.32 66 | 3.47 175 | 7.94 178 | 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 | 1.84 301 | 5.69 262 | 1.28 150 | 5.59 47 | 2.60 73 | 3.74 168 | 3.37 90 | 0.43 26 | 0.97 60 | 3.16 37 | 0.98 90 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.07 126 | 0.16 271 |
|
| 4.5w-stereo |  | 1.83 60 | 0.79 64 | 3.45 59 | 2.35 56 | 1.84 301 | 5.69 262 | 1.29 153 | 5.59 47 | 2.60 73 | 3.75 169 | 3.37 90 | 0.43 26 | 0.97 60 | 3.16 37 | 0.98 90 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.07 126 | 0.16 271 |
|
| Monster-pub-mixall |  | 1.84 61 | 0.85 90 | 3.45 59 | 2.27 40 | 0.94 185 | 2.43 41 | 0.54 83 | 6.32 87 | 2.65 78 | 3.04 147 | 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 85 |
|
| over-6 |  | 1.85 62 | 1.26 220 | 3.73 75 | 2.47 66 | 0.35 43 | 2.67 48 | 0.25 56 | 9.42 185 | 2.07 49 | 1.03 19 | 1.50 52 | 1.02 52 | 2.97 153 | 7.54 163 | 0.56 16 | 0.09 358 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.00 1 |
|
| IGEV |   | 1.86 63 | 0.58 10 | 3.90 90 | 2.40 60 | 3.49 424 | 4.20 122 | 0.97 126 | 7.16 113 | 3.22 107 | 2.00 93 | 4.16 115 | 0.26 12 | 0.62 40 | 3.40 41 | 0.65 33 | 0.03 272 | 0.09 337 | 0.00 1 | 0.00 1 | 0.03 49 | 0.02 21 |
|
| SGD-Stereo |  | 1.88 64 | 0.76 54 | 3.80 82 | 2.37 58 | 0.33 39 | 3.48 89 | 0.93 123 | 6.52 92 | 2.22 55 | 3.84 173 | 1.08 40 | 1.78 93 | 1.34 79 | 8.32 190 | 0.70 42 | 0.09 358 | 0.01 47 | 0.00 1 | 0.00 1 | 0.06 101 | 0.03 55 |
|
| GREATEN-IGEV-FM_RVC |   | 1.90 65 | 1.45 286 | 5.03 161 | 2.56 79 | 0.79 157 | 4.83 183 | 0.59 87 | 5.97 65 | 4.88 157 | 2.41 115 | 0.38 13 | 1.65 83 | 0.82 53 | 4.47 83 | 1.84 180 | 0.00 1 | 0.00 1 | 0.00 1 | 0.07 362 | 0.12 195 | 0.11 202 |
|
| GEAStereo |  | 1.94 66 | 0.95 119 | 3.61 65 | 3.84 221 | 0.64 117 | 4.39 134 | 1.50 176 | 8.01 142 | 2.33 59 | 2.24 104 | 2.61 73 | 1.19 60 | 2.25 123 | 3.50 43 | 1.15 119 | 0.01 145 | 0.06 251 | 0.05 341 | 0.00 1 | 0.22 259 | 0.14 241 |
|
| 4.25_new |  | 1.94 66 | 0.81 69 | 3.74 76 | 2.82 102 | 2.69 374 | 4.37 130 | 2.37 313 | 5.76 54 | 2.78 85 | 1.99 90 | 3.60 97 | 0.23 5 | 2.40 134 | 4.13 66 | 0.99 92 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 150 |
|
| 4.5w_new |  | 1.94 66 | 0.81 69 | 3.74 76 | 2.82 102 | 2.69 374 | 4.37 130 | 2.37 313 | 5.76 54 | 2.78 85 | 1.99 90 | 3.60 97 | 0.23 5 | 2.40 134 | 4.13 66 | 0.99 92 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 150 |
|
| 4.25w-stereo |  | 1.94 66 | 0.81 69 | 3.74 76 | 2.82 102 | 2.69 374 | 4.37 130 | 2.37 313 | 5.76 54 | 2.78 85 | 1.99 90 | 3.60 97 | 0.23 5 | 2.40 134 | 4.13 66 | 0.99 92 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 150 |
|
| asda |  | 1.95 70 | 0.81 69 | 4.14 113 | 2.66 90 | 1.93 318 | 3.30 82 | 0.86 116 | 5.92 64 | 3.10 104 | 2.41 115 | 3.10 82 | 0.63 38 | 2.99 156 | 5.57 102 | 1.48 143 | 0.02 232 | 0.01 47 | 0.00 1 | 0.00 1 | 0.07 126 | 0.07 150 |
|
| 4w-stereo |  | 2.03 71 | 0.98 127 | 4.12 111 | 2.31 50 | 1.96 319 | 3.70 100 | 0.61 90 | 6.37 89 | 2.37 63 | 2.10 98 | 4.19 116 | 0.33 20 | 3.33 169 | 7.03 144 | 1.12 113 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 49 | 0.08 165 |
|
| LiteMatch |  | 2.05 72 | 1.75 401 | 2.89 18 | 3.57 195 | 0.63 115 | 2.13 30 | 1.54 187 | 4.85 28 | 2.56 66 | 1.63 64 | 0.47 21 | 2.13 121 | 4.42 215 | 3.83 59 | 7.98 456 | 0.00 1 | 0.04 173 | 0.00 1 | 0.00 1 | 0.29 319 | 0.31 387 |
|
| asd |  | 2.06 73 | 0.78 59 | 3.85 85 | 2.45 63 | 2.18 337 | 3.99 111 | 0.35 65 | 6.94 106 | 2.60 73 | 2.99 144 | 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 | 0.11 202 |
|
| S2M2_L |  | 2.06 73 | 1.28 226 | 4.05 104 | 3.20 148 | 1.14 214 | 2.31 36 | 0.06 18 | 6.26 80 | 6.67 211 | 1.75 75 | 4.48 130 | 4.47 190 | 0.81 51 | 2.36 16 | 1.52 148 | 0.25 449 | 0.10 358 | 0.03 307 | 0.00 1 | 0.49 431 | 0.03 55 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| GCAP-Stereo-DPT26K |  | 2.09 75 | 1.04 143 | 5.75 226 | 2.56 79 | 0.65 122 | 2.75 52 | 1.75 239 | 8.35 160 | 1.65 32 | 2.30 110 | 3.44 94 | 1.73 88 | 3.12 159 | 5.03 97 | 1.14 118 | 0.00 1 | 0.00 1 | 0.00 1 | 0.26 498 | 0.09 154 | 0.11 202 |
|
| Anonymus |   | 2.10 76 | 1.12 171 | 3.31 46 | 3.49 181 | 0.52 93 | 2.37 40 | 0.28 60 | 5.87 61 | 2.72 81 | 2.59 123 | 1.68 56 | 4.85 203 | 1.81 108 | 8.52 197 | 2.63 252 | 0.10 365 | 0.04 173 | 0.00 1 | 0.00 1 | 0.04 78 | 0.13 230 |
|
| 2.5w |  | 2.10 76 | 0.78 59 | 4.30 117 | 2.96 127 | 1.85 304 | 3.22 74 | 2.25 304 | 6.05 73 | 2.69 79 | 1.80 80 | 5.44 173 | 0.23 5 | 2.01 113 | 7.36 155 | 1.01 103 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 132 |
|
| 2.75w_new |  | 2.10 76 | 0.82 73 | 3.93 93 | 2.18 31 | 1.44 253 | 3.52 93 | 2.30 308 | 5.52 44 | 2.91 96 | 4.14 187 | 3.93 110 | 0.27 13 | 2.38 131 | 6.17 119 | 2.32 227 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 132 |
|
| GCAP-Stereo-DPT-24K |  | 2.12 79 | 0.85 90 | 4.64 133 | 2.77 100 | 1.97 321 | 3.66 99 | 1.64 206 | 8.33 159 | 3.33 118 | 1.46 54 | 3.30 87 | 0.63 38 | 4.15 204 | 2.05 9 | 0.67 36 | 0.02 232 | 0.17 449 | 0.00 1 | 0.43 561 | 0.26 297 | 2.07 584 |
|
| LG-G_1 |  | 2.14 80 | 0.64 25 | 4.04 101 | 3.18 146 | 0.37 52 | 11.00 412 | 0.60 88 | 6.27 82 | 1.55 23 | 1.28 36 | 1.15 42 | 1.34 67 | 2.14 118 | 8.08 184 | 0.99 92 | 0.04 293 | 0.12 393 | 0.00 1 | 0.00 1 | 0.06 101 | 0.03 55 |
|
| LG-G |  | 2.14 80 | 0.64 25 | 4.04 101 | 3.18 146 | 0.37 52 | 11.00 412 | 0.60 88 | 6.27 82 | 1.55 23 | 1.28 36 | 1.15 42 | 1.34 67 | 2.14 118 | 8.08 184 | 0.99 92 | 0.04 293 | 0.12 393 | 0.00 1 | 0.00 1 | 0.06 101 | 0.03 55 |
|
| aanet-new-28k |  | 2.16 82 | 1.14 177 | 7.58 312 | 2.96 127 | 0.49 84 | 4.51 143 | 1.81 258 | 6.35 88 | 2.32 58 | 1.74 74 | 4.46 128 | 1.54 77 | 4.71 246 | 2.29 13 | 0.81 55 | 0.00 1 | 0.04 173 | 0.00 1 | 0.29 512 | 0.07 126 | 0.08 165 |
|
| GSStereo |  | 2.16 82 | 0.95 119 | 3.61 65 | 4.08 234 | 0.64 117 | 4.39 134 | 1.50 176 | 8.60 167 | 4.56 147 | 2.71 131 | 2.61 73 | 1.86 102 | 2.25 123 | 3.50 43 | 1.15 119 | 0.00 1 | 0.07 280 | 0.00 1 | 0.39 550 | 0.22 259 | 0.15 262 |
|
| GREAT-IGEV |   | 2.18 84 | 1.15 183 | 4.04 101 | 2.89 115 | 0.69 130 | 2.95 61 | 0.20 51 | 5.82 60 | 5.88 192 | 0.92 14 | 5.07 162 | 1.08 55 | 1.46 88 | 9.60 250 | 0.86 72 | 0.00 1 | 0.13 409 | 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 | 4.90 150 | 3.27 157 | 2.91 392 | 3.54 96 | 0.70 98 | 5.30 41 | 3.05 103 | 1.73 73 | 3.31 88 | 0.49 29 | 1.60 91 | 10.91 305 | 0.96 88 | 0.03 272 | 0.11 380 | 0.00 1 | 0.23 476 | 0.04 78 | 0.03 55 |
|
| IGEV-Stereo++ |  | 2.20 85 | 0.79 64 | 3.67 73 | 3.72 209 | 3.17 405 | 3.39 84 | 0.10 29 | 8.37 162 | 3.77 129 | 2.11 99 | 4.25 119 | 2.01 111 | 4.78 253 | 2.96 30 | 0.59 23 | 0.01 145 | 0.02 108 | 0.08 387 | 0.00 1 | 0.06 101 | 0.05 117 |
|
| monsters |  | 2.21 87 | 1.25 216 | 4.09 107 | 3.59 197 | 4.35 480 | 2.20 35 | 0.18 49 | 8.31 158 | 2.84 90 | 4.11 185 | 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 67 | 3.42 171 | 0.89 175 | 13.14 453 | 0.83 113 | 4.68 22 | 1.96 48 | 2.72 133 | 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 | 1.33 245 | 6.99 286 | 2.55 77 | 0.37 52 | 2.69 49 | 1.58 194 | 8.25 155 | 2.14 52 | 1.11 23 | 5.28 166 | 2.45 132 | 6.42 330 | 2.04 8 | 0.80 52 | 0.00 1 | 0.08 318 | 0.03 307 | 0.02 251 | 0.07 126 | 0.20 311 |
|
| aanet-new-16k |  | 2.22 89 | 1.02 137 | 5.90 233 | 3.73 210 | 0.42 67 | 3.84 105 | 1.65 208 | 7.64 130 | 2.53 65 | 1.54 59 | 4.47 129 | 2.61 139 | 4.68 240 | 2.97 31 | 1.19 124 | 0.00 1 | 0.04 173 | 0.00 1 | 0.03 278 | 0.07 126 | 0.10 184 |
|
| 3.25w_new |  | 2.24 91 | 0.88 98 | 3.97 95 | 2.28 45 | 1.34 245 | 6.00 287 | 1.19 142 | 6.56 93 | 3.26 113 | 3.90 176 | 3.77 102 | 0.62 35 | 2.46 138 | 7.46 162 | 0.99 92 | 0.00 1 | 0.01 47 | 0.00 1 | 0.00 1 | 0.06 101 | 0.06 132 |
|
| 3.25w |  | 2.24 91 | 0.88 98 | 3.97 95 | 2.28 45 | 1.34 245 | 6.01 290 | 1.19 142 | 6.56 93 | 3.26 113 | 3.90 176 | 3.77 102 | 0.62 35 | 2.46 138 | 7.44 159 | 0.99 92 | 0.00 1 | 0.01 47 | 0.00 1 | 0.00 1 | 0.06 101 | 0.06 132 |
|
| aanet-new-40k |  | 2.30 93 | 1.29 230 | 8.15 346 | 2.62 85 | 2.23 340 | 5.47 232 | 1.80 254 | 6.79 102 | 1.59 30 | 1.14 25 | 4.71 141 | 1.12 57 | 5.55 287 | 2.35 15 | 0.85 67 | 0.00 1 | 0.06 251 | 0.02 287 | 0.04 302 | 0.04 78 | 0.18 290 |
|
| aanet-new-24k |  | 2.30 93 | 1.22 202 | 5.12 166 | 2.70 94 | 1.53 264 | 5.69 262 | 1.70 218 | 6.27 82 | 1.48 20 | 2.45 118 | 5.91 187 | 2.25 126 | 4.48 224 | 3.69 54 | 1.10 110 | 0.00 1 | 0.03 149 | 0.01 256 | 0.25 492 | 0.11 189 | 0.02 21 |
|
| aanet-new-12k |  | 2.30 93 | 0.79 64 | 8.45 363 | 4.28 261 | 0.45 76 | 4.57 148 | 1.75 239 | 8.28 157 | 2.63 77 | 2.70 130 | 1.35 48 | 1.74 89 | 4.57 233 | 3.03 32 | 1.10 110 | 0.01 145 | 0.03 149 | 0.07 376 | 0.01 207 | 0.12 195 | 0.06 132 |
|
| qwe |  | 2.30 93 | 0.82 73 | 3.76 80 | 2.60 84 | 2.75 380 | 4.59 152 | 0.28 60 | 6.62 96 | 2.90 95 | 4.62 200 | 4.62 137 | 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 | 0.14 241 |
|
| StereoAnything_RVC |  | 2.31 97 | 11.20 644 | 4.65 134 | 2.23 35 | 0.14 1 | 1.49 18 | 0.17 48 | 4.50 19 | 1.24 11 | 1.03 19 | 0.06 1 | 0.20 3 | 3.60 185 | 8.05 182 | 0.59 23 | 0.02 232 | 0.11 380 | 0.00 1 | 0.00 1 | 6.97 646 | 0.03 55 |
|
| aanet-new-32k |  | 2.32 98 | 1.33 245 | 5.55 210 | 2.88 112 | 1.83 299 | 5.87 278 | 1.73 232 | 7.45 121 | 1.37 16 | 1.71 70 | 4.22 117 | 2.66 144 | 6.13 314 | 2.81 26 | 0.64 30 | 0.00 1 | 0.12 393 | 0.00 1 | 0.00 1 | 0.08 143 | 0.09 172 |
|
| aanet-new-30k |  | 2.32 98 | 1.33 245 | 5.55 210 | 2.88 112 | 1.83 299 | 5.87 278 | 1.73 232 | 7.45 121 | 1.37 16 | 1.71 70 | 4.22 117 | 2.66 144 | 6.13 314 | 2.81 26 | 0.64 30 | 0.00 1 | 0.12 393 | 0.00 1 | 0.00 1 | 0.08 143 | 0.09 172 |
|
| 3.75w |  | 2.32 98 | 0.89 103 | 3.85 85 | 2.45 63 | 3.23 410 | 8.15 359 | 1.42 167 | 5.77 57 | 2.79 88 | 2.60 124 | 4.64 138 | 0.31 19 | 2.77 149 | 6.56 128 | 0.94 84 | 0.00 1 | 0.01 47 | 0.00 1 | 0.00 1 | 0.06 101 | 0.05 117 |
|
| RAStereo |  | 2.32 98 | 1.08 156 | 6.36 256 | 3.73 210 | 1.39 252 | 1.81 25 | 0.12 34 | 7.70 132 | 7.44 238 | 2.27 107 | 3.94 111 | 3.43 159 | 0.81 51 | 3.55 49 | 2.47 240 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 319 | 0.07 150 |
|
| 2.25w |  | 2.37 102 | 0.87 96 | 4.69 137 | 2.52 71 | 1.76 293 | 3.53 94 | 0.41 68 | 6.10 74 | 2.56 66 | 3.93 180 | 6.70 196 | 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 | 4.12 111 | 2.73 95 | 1.22 223 | 4.67 160 | 3.90 390 | 6.98 107 | 3.62 125 | 3.48 160 | 5.01 157 | 0.24 9 | 4.36 211 | 4.43 79 | 1.70 167 | 0.00 1 | 0.01 47 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 55 |
|
| WQFJA1++ |  | 2.38 104 | 0.59 12 | 4.21 116 | 2.66 90 | 1.85 304 | 2.47 42 | 0.29 63 | 7.02 109 | 2.10 51 | 3.41 159 | 2.43 67 | 0.68 43 | 1.63 94 | 7.27 150 | 1.00 100 | 0.01 145 | 0.05 212 | 0.01 256 | 0.01 207 | 9.83 662 | 0.09 172 |
|
| DispViT+ |  | 2.39 105 | 0.66 33 | 3.18 39 | 1.32 4 | 5.13 527 | 2.80 56 | 0.09 23 | 12.73 264 | 6.26 201 | 1.59 61 | 1.01 38 | 0.71 44 | 1.06 67 | 9.26 239 | 1.35 135 | 0.62 541 | 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 81 | 3.84 221 | 0.50 87 | 4.50 141 | 2.54 328 | 8.01 142 | 2.33 59 | 2.24 104 | 5.92 188 | 1.19 60 | 4.05 199 | 6.12 118 | 1.31 132 | 0.01 145 | 0.06 251 | 0.05 341 | 0.00 1 | 0.25 286 | 0.14 241 |
|
| aanet-new-22k |  | 2.41 107 | 1.25 216 | 5.47 200 | 3.25 153 | 0.40 59 | 4.44 138 | 2.00 284 | 8.36 161 | 5.01 161 | 1.72 72 | 4.75 143 | 1.55 78 | 4.99 263 | 3.65 52 | 1.01 103 | 0.00 1 | 0.07 280 | 0.01 256 | 0.03 278 | 0.09 154 | 0.10 184 |
|
| monsterstereo |  | 2.41 107 | 0.98 127 | 4.33 119 | 4.12 239 | 4.48 486 | 1.80 23 | 0.08 20 | 5.78 58 | 5.21 175 | 3.36 155 | 7.40 213 | 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 | 1.26 220 | 9.16 412 | 2.92 118 | 1.53 264 | 3.13 70 | 1.43 169 | 6.60 95 | 1.73 35 | 0.84 9 | 3.32 89 | 0.91 51 | 5.09 270 | 9.29 241 | 0.80 52 | 0.00 1 | 0.05 212 | 0.00 1 | 0.00 1 | 0.05 94 | 0.25 356 |
|
| LG-Stereo |  | 2.43 110 | 1.44 284 | 7.64 317 | 3.73 210 | 0.82 164 | 3.64 98 | 1.24 147 | 6.41 91 | 5.30 178 | 1.97 87 | 7.31 209 | 0.84 49 | 0.74 43 | 4.85 91 | 2.21 222 | 0.05 319 | 0.04 173 | 0.01 256 | 0.03 278 | 0.33 358 | 0.10 184 |
|
| aanet-32k-new |  | 2.45 111 | 1.49 303 | 5.53 206 | 2.99 130 | 1.32 237 | 5.09 210 | 1.83 260 | 5.66 50 | 1.61 31 | 1.21 32 | 4.15 114 | 2.17 123 | 6.08 312 | 8.40 192 | 1.04 105 | 0.01 145 | 0.07 280 | 0.00 1 | 0.00 1 | 0.10 178 | 0.21 323 |
|
| GCAP-Stereo-DPT-25K |  | 2.45 111 | 0.84 83 | 4.09 107 | 2.41 61 | 1.89 312 | 3.98 110 | 1.61 201 | 11.16 231 | 5.53 186 | 2.00 93 | 4.92 154 | 2.56 137 | 3.54 180 | 2.27 12 | 0.68 37 | 0.02 232 | 0.17 449 | 0.00 1 | 0.43 561 | 0.12 195 | 0.81 504 |
|
| 111111 |  | 2.45 111 | 1.01 134 | 3.89 89 | 3.60 198 | 4.13 461 | 3.49 92 | 0.23 54 | 8.63 170 | 3.25 110 | 2.15 100 | 4.26 120 | 2.29 128 | 2.03 114 | 8.86 222 | 0.94 84 | 0.01 145 | 0.02 108 | 0.08 387 | 0.00 1 | 0.14 210 | 0.04 85 |
|
| PhaseNet |  | 2.46 114 | 1.14 177 | 3.75 79 | 3.35 165 | 0.92 183 | 5.85 273 | 0.43 71 | 7.96 141 | 3.27 115 | 2.28 108 | 2.35 65 | 6.22 240 | 1.10 68 | 6.36 122 | 3.43 306 | 0.15 394 | 0.09 337 | 0.00 1 | 0.00 1 | 0.06 101 | 0.42 424 |
|
| 3.5w_stereo |  | 2.46 114 | 1.21 200 | 4.40 126 | 2.23 35 | 1.53 264 | 6.00 287 | 1.12 136 | 6.82 103 | 2.60 73 | 3.48 160 | 4.35 123 | 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 | 0.06 132 |
|
| aanet-new-78k |  | 2.47 116 | 1.27 223 | 10.18 462 | 3.08 138 | 0.28 18 | 2.19 34 | 1.35 162 | 6.66 98 | 1.44 19 | 1.58 60 | 4.08 112 | 1.02 52 | 6.47 332 | 8.61 201 | 0.83 59 | 0.00 1 | 0.04 173 | 0.00 1 | 0.00 1 | 0.03 49 | 0.22 331 |
|
| aanet-new-36k |  | 2.47 116 | 1.13 174 | 5.18 173 | 2.94 121 | 0.28 18 | 5.32 223 | 1.22 145 | 7.53 124 | 2.20 53 | 1.37 48 | 4.35 123 | 1.56 79 | 6.50 335 | 8.66 209 | 0.91 79 | 0.00 1 | 0.07 280 | 0.02 287 | 0.00 1 | 0.03 49 | 0.14 241 |
|
| aanet-new-70k |  | 2.48 118 | 1.18 191 | 8.17 350 | 2.76 99 | 0.62 113 | 4.98 195 | 1.52 183 | 6.84 104 | 1.57 25 | 1.69 68 | 3.83 106 | 0.84 49 | 5.29 280 | 8.97 227 | 1.12 113 | 0.00 1 | 0.02 108 | 0.00 1 | 0.00 1 | 0.03 49 | 0.11 202 |
|
| 3w_stereo |  | 2.49 119 | 0.84 83 | 5.43 193 | 2.46 65 | 0.46 77 | 5.44 230 | 6.54 488 | 7.07 110 | 3.41 122 | 3.30 153 | 4.77 147 | 0.28 14 | 4.24 208 | 4.24 72 | 1.30 130 | 0.00 1 | 0.01 47 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 150 |
|
| GCAP-Stereo-DPT-22K |  | 2.52 120 | 0.89 103 | 4.37 123 | 3.28 158 | 3.42 417 | 3.39 84 | 1.45 170 | 7.88 137 | 3.22 107 | 2.29 109 | 7.74 218 | 3.46 160 | 5.13 271 | 2.00 7 | 0.75 48 | 0.02 232 | 0.30 532 | 0.00 1 | 0.43 561 | 0.11 189 | 0.27 366 |
|
| fffft |  | 2.58 121 | 0.86 93 | 5.15 171 | 3.15 144 | 1.32 237 | 4.44 138 | 4.17 401 | 8.04 145 | 3.29 116 | 3.03 146 | 2.20 64 | 1.88 104 | 1.45 87 | 10.41 278 | 1.80 174 | 0.00 1 | 0.04 173 | 0.00 1 | 0.00 1 | 0.31 340 | 0.10 184 |
| 1: 1. 1 |
| AIO_test |  | 2.59 122 | 0.89 103 | 4.07 105 | 3.70 207 | 2.35 351 | 5.35 225 | 2.39 317 | 8.10 148 | 4.33 141 | 1.35 42 | 4.60 134 | 4.27 185 | 1.35 81 | 7.29 153 | 0.71 44 | 0.76 558 | 0.07 280 | 0.00 1 | 0.09 385 | 0.06 101 | 0.03 55 |
|
| Replicate-Monster |  | 2.63 123 | 3.33 538 | 11.97 497 | 2.38 59 | 1.08 202 | 3.13 70 | 0.44 72 | 6.76 101 | 4.42 145 | 3.79 170 | 1.30 46 | 0.66 42 | 1.15 71 | 8.78 214 | 0.48 9 | 0.01 145 | 0.08 318 | 0.00 1 | 0.00 1 | 0.26 297 | 2.68 600 |
|
| TS12 |  | 2.64 124 | 0.78 59 | 3.08 33 | 2.06 22 | 0.32 28 | 6.38 310 | 0.20 51 | 8.17 151 | 4.25 139 | 2.93 139 | 10.46 261 | 1.46 71 | 3.07 157 | 7.82 174 | 1.77 172 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.04 78 | 0.02 21 |
|
| aanet-new-60k |  | 2.64 124 | 1.31 238 | 9.62 431 | 2.69 93 | 0.91 180 | 6.94 332 | 1.66 209 | 6.67 99 | 1.57 25 | 1.53 58 | 3.90 109 | 2.64 142 | 3.38 171 | 8.81 219 | 0.90 76 | 0.00 1 | 0.07 280 | 0.01 256 | 0.01 207 | 0.04 78 | 0.20 311 |
|
| GIP-stereo |  | 2.66 126 | 1.00 133 | 4.00 97 | 4.99 316 | 3.41 416 | 3.38 83 | 0.77 108 | 8.73 175 | 5.69 191 | 2.08 97 | 5.38 167 | 4.13 181 | 3.21 161 | 5.21 99 | 1.05 108 | 0.01 145 | 0.06 251 | 0.00 1 | 0.00 1 | 0.07 126 | 0.04 85 |
|
| aanet-new-10k |  | 2.69 127 | 1.23 207 | 9.26 414 | 4.00 229 | 0.52 93 | 8.39 364 | 1.89 270 | 7.92 139 | 1.69 34 | 2.89 138 | 2.99 81 | 2.76 146 | 5.48 284 | 3.07 34 | 1.35 135 | 0.00 1 | 0.11 380 | 0.05 341 | 0.04 302 | 0.09 154 | 0.04 85 |
|
| Foundation-i1c-attn |  | 2.71 128 | 0.60 15 | 3.06 30 | 2.24 37 | 0.51 89 | 5.22 216 | 4.50 412 | 8.99 180 | 3.66 127 | 3.62 165 | 3.42 92 | 5.81 229 | 4.90 257 | 6.67 135 | 0.91 79 | 0.02 232 | 0.09 337 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 132 |
|
| Zero-FE251 |  | 2.73 129 | 1.57 339 | 5.05 162 | 4.17 242 | 1.92 317 | 7.26 340 | 0.75 105 | 7.75 135 | 3.01 100 | 4.88 213 | 2.40 66 | 5.44 220 | 4.17 205 | 4.39 77 | 1.31 132 | 0.27 456 | 0.06 251 | 0.04 330 | 0.03 278 | 0.03 49 | 0.12 213 |
|
| MaDis-Stereo |  | 2.73 129 | 1.56 335 | 6.21 254 | 2.96 127 | 2.45 357 | 1.80 23 | 0.28 60 | 7.43 120 | 5.07 168 | 2.57 121 | 3.43 93 | 7.13 267 | 4.71 246 | 5.74 108 | 2.91 270 | 0.00 1 | 0.05 212 | 0.00 1 | 0.00 1 | 0.15 218 | 0.12 213 |
|
| GCAP-Stereo-cres-4k |  | 2.74 131 | 1.02 137 | 5.23 176 | 4.54 283 | 2.61 367 | 9.27 377 | 1.75 239 | 7.23 116 | 3.64 126 | 1.98 89 | 5.02 158 | 2.28 127 | 5.13 271 | 3.57 50 | 1.16 123 | 0.00 1 | 0.13 409 | 0.00 1 | 0.02 251 | 0.05 94 | 0.13 230 |
|
| HUF |  | 2.75 132 | 1.32 242 | 5.28 180 | 2.83 105 | 0.55 98 | 5.23 218 | 2.19 295 | 8.97 178 | 4.23 138 | 1.97 87 | 4.39 126 | 5.03 206 | 2.64 144 | 6.86 142 | 1.44 141 | 0.73 555 | 0.63 600 | 0.09 399 | 0.00 1 | 0.17 240 | 0.44 431 |
|
| LG-Stereo_Zeroshot |  | 2.77 133 | 0.90 112 | 5.49 202 | 4.91 312 | 1.75 292 | 3.75 101 | 0.85 115 | 7.14 112 | 3.33 118 | 3.51 163 | 10.67 264 | 2.03 113 | 5.26 279 | 3.11 35 | 1.80 174 | 0.00 1 | 0.06 251 | 0.00 1 | 0.19 454 | 0.43 401 | 0.19 306 |
|
| IGEV-Stereo+ |  | 2.77 133 | 0.92 115 | 4.09 107 | 3.14 143 | 4.62 497 | 2.57 44 | 0.70 98 | 4.34 17 | 2.29 56 | 1.76 77 | 0.59 26 | 0.77 47 | 3.49 178 | 8.65 207 | 0.68 37 | 0.03 272 | 0.10 358 | 0.00 1 | 0.24 486 | 5.77 640 | 10.68 679 |
|
| gcap_with_dpt |  | 2.78 135 | 0.83 77 | 5.55 210 | 3.02 133 | 4.35 480 | 5.14 213 | 1.31 154 | 7.11 111 | 4.14 136 | 5.93 231 | 11.93 285 | 2.05 117 | 0.57 33 | 2.55 19 | 0.80 52 | 0.00 1 | 0.08 318 | 0.01 256 | 0.09 385 | 0.11 189 | 0.05 117 |
|
| GCAP-Stereo-DPT-cres |  | 2.79 136 | 0.82 73 | 4.94 153 | 2.88 112 | 4.51 492 | 7.85 353 | 1.68 213 | 7.92 139 | 2.72 81 | 2.50 120 | 5.74 185 | 3.82 175 | 6.75 348 | 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 | 1.10 164 | 4.88 148 | 3.63 201 | 2.59 366 | 5.36 226 | 1.85 263 | 8.21 154 | 4.37 143 | 1.60 63 | 4.74 142 | 4.74 199 | 1.16 72 | 10.10 270 | 1.13 117 | 0.47 512 | 0.04 173 | 0.00 1 | 0.04 302 | 0.15 218 | 0.12 213 |
|
| SMoEStereo_RVC |  | 2.81 137 | 1.07 153 | 5.08 164 | 3.86 224 | 0.60 110 | 6.39 311 | 1.91 272 | 7.82 136 | 3.79 130 | 3.87 175 | 3.69 101 | 2.78 147 | 2.25 123 | 10.60 285 | 1.99 197 | 0.00 1 | 0.02 108 | 0.03 307 | 0.00 1 | 0.25 286 | 0.17 280 |
|
| mms |  | 2.86 139 | 1.38 263 | 5.26 178 | 3.68 204 | 1.84 301 | 4.23 124 | 4.01 393 | 8.01 142 | 4.29 140 | 2.43 117 | 5.53 181 | 3.05 151 | 1.35 81 | 9.22 236 | 2.06 205 | 0.00 1 | 0.06 251 | 0.00 1 | 0.00 1 | 0.36 370 | 0.44 431 |
|
| aanet-new-8k |  | 2.87 140 | 1.08 156 | 5.00 160 | 3.55 188 | 0.36 48 | 5.96 283 | 1.77 249 | 9.42 185 | 4.81 154 | 2.01 95 | 3.89 108 | 1.30 65 | 6.79 351 | 9.92 263 | 1.42 140 | 0.01 145 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 143 | 0.04 85 |
|
| gcap-zeroshot |  | 2.89 141 | 0.89 103 | 5.46 197 | 2.84 106 | 4.48 486 | 4.56 145 | 1.32 157 | 8.66 171 | 7.60 239 | 5.67 226 | 10.03 249 | 1.78 93 | 0.45 24 | 2.69 23 | 1.04 105 | 0.00 1 | 0.07 280 | 0.00 1 | 0.06 351 | 0.10 178 | 0.04 85 |
|
| UniTT-Stereo |  | 2.89 141 | 0.90 112 | 6.74 270 | 4.08 234 | 2.42 354 | 2.63 46 | 0.42 69 | 5.57 46 | 4.88 157 | 5.36 222 | 7.63 216 | 1.09 56 | 1.47 89 | 8.80 218 | 5.11 381 | 0.03 272 | 0.07 280 | 0.00 1 | 0.01 207 | 0.48 422 | 0.11 202 |
|
| testlalala |  | 2.89 141 | 0.89 103 | 5.46 197 | 2.84 106 | 4.48 486 | 4.56 145 | 1.32 157 | 8.66 171 | 7.60 239 | 5.67 226 | 10.03 249 | 1.78 93 | 0.45 24 | 2.69 23 | 1.04 105 | 0.00 1 | 0.07 280 | 0.00 1 | 0.06 351 | 0.10 178 | 0.04 85 |
|
| 1w_stereo |  | 2.90 144 | 0.72 41 | 3.59 64 | 3.30 161 | 2.15 335 | 4.37 130 | 6.74 497 | 6.40 90 | 5.23 176 | 2.83 137 | 7.30 208 | 0.25 10 | 4.36 211 | 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 | 1.34 250 | 5.14 168 | 3.67 202 | 1.49 260 | 3.87 106 | 2.80 343 | 8.10 148 | 6.28 202 | 2.15 100 | 5.66 183 | 3.98 177 | 1.84 110 | 9.38 243 | 1.77 172 | 0.00 1 | 0.02 108 | 0.00 1 | 0.00 1 | 0.32 350 | 0.34 397 |
|
| AIO-Stereo |   | 2.91 145 | 1.19 195 | 5.14 168 | 4.15 241 | 0.79 157 | 4.67 160 | 1.76 245 | 9.59 192 | 5.19 174 | 2.66 129 | 4.76 146 | 5.40 219 | 0.78 46 | 10.30 274 | 1.23 128 | 0.00 1 | 0.06 251 | 0.00 1 | 0.36 540 | 0.09 154 | 0.15 262 |
|
| aanet-new-14k |  | 2.92 147 | 0.98 127 | 7.97 334 | 3.81 218 | 0.32 28 | 4.39 134 | 1.76 245 | 10.49 216 | 9.76 284 | 2.98 143 | 4.82 151 | 0.62 35 | 6.72 343 | 2.51 18 | 1.21 127 | 0.00 1 | 0.02 108 | 0.01 256 | 0.00 1 | 0.08 143 | 0.03 55 |
|
| Foundation-i1b |  | 2.92 147 | 0.62 17 | 3.27 42 | 2.10 25 | 0.80 161 | 6.05 295 | 4.79 423 | 9.72 198 | 3.49 123 | 4.53 197 | 3.28 86 | 6.44 250 | 5.47 283 | 6.76 138 | 0.92 81 | 0.02 232 | 0.09 337 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 55 |
|
| EGLCR-Stereo |  | 2.92 147 | 1.06 146 | 5.28 180 | 3.38 168 | 0.55 98 | 4.59 152 | 0.66 92 | 10.43 215 | 4.81 154 | 3.30 153 | 3.23 85 | 7.93 288 | 1.71 100 | 9.22 236 | 1.62 159 | 0.05 319 | 0.12 393 | 0.00 1 | 0.00 1 | 0.23 274 | 0.16 271 |
|
| Foundation-i1a |  | 2.94 150 | 0.64 25 | 3.21 40 | 2.24 37 | 0.39 58 | 5.32 223 | 3.99 391 | 9.68 194 | 3.94 134 | 5.17 219 | 3.16 84 | 6.62 254 | 5.95 307 | 7.03 144 | 1.32 134 | 0.02 232 | 0.10 358 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 132 |
|
| IGEV++ |  | 2.98 151 | 1.27 223 | 5.17 172 | 5.41 367 | 0.47 78 | 4.63 157 | 1.71 230 | 9.97 204 | 4.75 151 | 2.58 122 | 6.27 192 | 4.35 187 | 4.44 220 | 4.98 96 | 3.05 283 | 0.00 1 | 0.07 280 | 0.00 1 | 0.08 371 | 0.24 281 | 0.18 290 |
|
| IGEV-RUCA |  | 3.00 152 | 1.12 171 | 4.51 129 | 4.78 300 | 2.30 346 | 6.18 298 | 1.80 254 | 7.24 118 | 4.79 152 | 2.63 128 | 4.91 152 | 4.06 178 | 2.44 137 | 9.70 255 | 1.50 146 | 0.14 385 | 0.26 519 | 0.21 490 | 0.29 512 | 0.74 506 | 0.35 403 |
|
| zero-FE |  | 3.01 153 | 1.06 146 | 4.57 131 | 4.18 246 | 4.04 456 | 3.24 78 | 1.51 180 | 6.17 78 | 1.87 45 | 1.00 16 | 2.52 68 | 1.72 87 | 4.92 258 | 6.19 120 | 2.77 260 | 0.27 456 | 0.10 358 | 0.00 1 | 0.05 330 | 13.94 679 | 0.09 172 |
|
| MSCF |  | 3.01 153 | 1.87 427 | 5.23 176 | 3.98 228 | 0.70 132 | 5.42 229 | 1.48 171 | 8.59 164 | 4.59 150 | 5.05 216 | 6.40 193 | 1.76 92 | 7.07 355 | 5.69 106 | 1.36 137 | 0.00 1 | 0.02 108 | 0.00 1 | 0.63 586 | 0.16 229 | 0.24 349 |
|
| GCAP-Stereo-DPT-5K |  | 3.02 155 | 0.89 103 | 5.34 185 | 2.90 116 | 4.48 486 | 4.69 163 | 1.34 160 | 8.59 164 | 8.81 267 | 5.94 233 | 10.70 266 | 1.84 100 | 0.51 27 | 2.94 28 | 1.12 113 | 0.00 1 | 0.07 280 | 0.00 1 | 0.04 302 | 0.09 154 | 0.04 85 |
|
| test_for_model |  | 3.02 155 | 0.89 103 | 5.34 185 | 2.90 116 | 4.48 486 | 4.69 163 | 1.34 160 | 8.59 164 | 8.81 267 | 5.94 233 | 10.70 266 | 1.84 100 | 0.51 27 | 2.94 28 | 1.12 113 | 0.00 1 | 0.07 280 | 0.00 1 | 0.04 302 | 0.09 154 | 0.04 85 |
|
| BStereo |   | 3.05 157 | 1.51 311 | 15.51 554 | 2.95 124 | 1.03 191 | 5.97 284 | 3.41 369 | 6.02 68 | 5.56 187 | 2.75 135 | 1.76 58 | 2.49 135 | 0.78 46 | 7.72 169 | 3.07 284 | 0.01 145 | 0.03 149 | 0.04 330 | 0.09 385 | 0.09 154 | 0.17 280 |
|
| GCAP-Stereo-DPT-2K |  | 3.06 158 | 0.86 93 | 5.37 189 | 2.84 106 | 4.43 484 | 4.03 113 | 1.27 149 | 7.50 123 | 7.27 235 | 6.46 242 | 12.28 291 | 2.19 125 | 0.60 35 | 4.86 92 | 0.90 76 | 0.00 1 | 0.07 280 | 0.00 1 | 0.08 371 | 0.09 154 | 0.05 117 |
|
| Selective-IGEV-i32 |  | 3.06 158 | 1.11 167 | 4.98 154 | 3.56 189 | 1.63 278 | 4.72 167 | 2.15 294 | 10.74 227 | 4.55 146 | 2.94 141 | 4.60 134 | 5.53 222 | 1.78 104 | 10.82 300 | 1.69 164 | 0.00 1 | 0.01 47 | 0.00 1 | 0.14 422 | 0.06 101 | 0.13 230 |
|
| Selective-IGEV |  | 3.06 158 | 1.11 167 | 4.98 154 | 3.56 189 | 1.66 280 | 4.73 168 | 2.14 293 | 10.73 226 | 4.56 147 | 2.93 139 | 4.60 134 | 5.54 223 | 1.77 103 | 10.82 300 | 1.69 164 | 0.00 1 | 0.01 47 | 0.00 1 | 0.14 422 | 0.06 101 | 0.13 230 |
|
| RSM++ |  | 3.08 161 | 1.04 143 | 5.27 179 | 4.25 257 | 0.50 87 | 5.04 206 | 2.63 333 | 10.11 206 | 4.34 142 | 3.16 149 | 4.66 139 | 6.73 256 | 1.87 112 | 9.96 265 | 1.69 164 | 0.00 1 | 0.00 1 | 0.01 256 | 0.18 441 | 0.14 210 | 0.10 184 |
|
| aanet-new |  | 3.09 162 | 1.23 207 | 5.57 215 | 4.01 230 | 2.64 372 | 10.34 389 | 1.80 254 | 7.22 115 | 1.74 36 | 1.88 83 | 5.05 161 | 2.33 129 | 7.68 367 | 9.12 234 | 0.99 92 | 0.01 145 | 0.07 280 | 0.00 1 | 0.00 1 | 0.05 94 | 0.05 117 |
|
| RSM |  | 3.10 163 | 0.98 127 | 4.86 147 | 4.17 242 | 1.08 202 | 4.76 176 | 1.83 260 | 10.14 207 | 4.21 137 | 3.38 157 | 4.34 121 | 7.82 284 | 1.75 102 | 10.69 289 | 1.64 162 | 0.00 1 | 0.03 149 | 0.00 1 | 0.18 441 | 0.13 204 | 0.07 150 |
|
| VIP-Stereo |  | 3.13 164 | 1.39 266 | 4.85 146 | 3.02 133 | 4.34 478 | 15.03 494 | 1.76 245 | 5.70 51 | 3.66 127 | 1.87 82 | 5.38 167 | 2.42 131 | 1.84 110 | 9.45 244 | 1.65 163 | 0.00 1 | 0.08 318 | 0.00 1 | 0.00 1 | 0.06 101 | 0.13 230 |
|
| FlowAnything_test |  | 3.13 164 | 1.42 274 | 6.59 262 | 8.69 541 | 1.35 248 | 8.70 367 | 2.51 324 | 7.60 129 | 3.03 102 | 4.10 184 | 2.67 76 | 3.52 167 | 0.75 44 | 5.86 112 | 4.48 358 | 0.06 340 | 0.03 149 | 0.15 459 | 0.66 588 | 0.16 229 | 0.18 290 |
|
| GCAP-Stereo-DPT-3K |  | 3.15 166 | 0.89 103 | 5.41 192 | 2.73 95 | 4.54 494 | 4.68 162 | 1.28 150 | 9.18 184 | 9.89 287 | 5.93 231 | 11.97 286 | 1.79 97 | 0.42 23 | 3.06 33 | 0.85 67 | 0.00 1 | 0.07 280 | 0.00 1 | 0.07 362 | 0.09 154 | 0.04 85 |
|
| DNS |  | 3.17 167 | 1.01 134 | 5.78 229 | 4.37 270 | 1.53 264 | 4.89 187 | 0.23 54 | 9.46 189 | 5.04 162 | 6.04 237 | 5.88 186 | 8.57 300 | 3.10 158 | 3.80 57 | 1.82 178 | 0.76 558 | 0.07 280 | 0.00 1 | 0.09 385 | 0.72 499 | 0.35 403 |
|
| DDF-Stereo |  | 3.17 167 | 1.08 156 | 4.40 126 | 4.63 291 | 4.02 455 | 3.40 86 | 1.51 180 | 5.27 37 | 1.78 39 | 0.85 11 | 2.57 71 | 1.68 86 | 4.63 239 | 8.01 181 | 2.80 264 | 0.27 456 | 0.13 409 | 0.00 1 | 0.14 422 | 16.19 685 | 0.09 172 |
|
| AEACV |  | 3.17 167 | 1.11 167 | 5.39 191 | 4.55 284 | 5.35 544 | 4.29 127 | 1.60 198 | 6.21 79 | 5.43 182 | 3.08 148 | 7.85 220 | 4.23 183 | 6.55 338 | 5.51 101 | 1.56 152 | 0.00 1 | 0.09 337 | 0.03 307 | 0.32 527 | 0.20 251 | 0.12 213 |
|
| GASTEREO |  | 3.18 170 | 1.99 448 | 5.13 167 | 4.28 261 | 0.70 132 | 5.59 244 | 1.49 175 | 8.66 171 | 4.94 160 | 5.17 219 | 6.84 201 | 1.58 80 | 7.14 357 | 7.72 169 | 1.38 138 | 0.00 1 | 0.02 108 | 0.00 1 | 0.64 587 | 0.08 143 | 0.23 342 |
|
| DEFOM-Stereo_RVC |  | 3.18 170 | 6.90 609 | 3.85 85 | 10.48 595 | 1.59 271 | 4.71 166 | 0.47 76 | 8.39 163 | 2.76 84 | 2.34 111 | 3.12 83 | 0.74 45 | 7.20 360 | 9.02 232 | 1.62 159 | 0.00 1 | 0.14 426 | 0.00 1 | 0.19 454 | 0.02 10 | 0.03 55 |
|
| NLSM3 |  | 3.19 172 | 0.86 93 | 3.90 90 | 3.11 141 | 4.00 454 | 3.18 72 | 0.55 84 | 13.79 300 | 8.23 256 | 3.39 158 | 6.88 203 | 1.79 97 | 3.97 195 | 7.12 148 | 3.01 276 | 0.01 145 | 0.00 1 | 0.05 341 | 0.00 1 | 0.03 49 | 0.01 8 |
|
| SCV |  | 3.20 173 | 1.40 269 | 5.96 237 | 4.71 294 | 0.71 137 | 4.21 123 | 1.70 218 | 10.94 228 | 6.06 196 | 1.85 81 | 4.80 149 | 6.16 236 | 2.74 148 | 9.82 258 | 1.74 169 | 0.05 319 | 0.09 337 | 0.00 1 | 0.24 486 | 0.50 436 | 0.30 379 |
|
| tt45 |  | 3.20 173 | 0.95 119 | 4.36 122 | 3.73 210 | 1.86 306 | 8.19 360 | 2.05 291 | 9.12 183 | 3.36 121 | 5.60 225 | 4.42 127 | 4.61 198 | 2.39 133 | 11.00 309 | 1.96 191 | 0.00 1 | 0.04 173 | 0.00 1 | 0.01 207 | 0.32 350 | 0.10 184 |
|
| MoCha-V2 |  | 3.20 173 | 0.92 115 | 4.82 145 | 5.09 325 | 0.40 59 | 4.63 157 | 1.37 164 | 9.81 200 | 5.41 181 | 5.58 224 | 5.26 165 | 2.63 141 | 6.48 333 | 9.90 262 | 1.15 119 | 0.02 232 | 0.24 507 | 0.00 1 | 0.25 492 | 0.07 126 | 0.04 85 |
|
| Pointernet |  | 3.22 176 | 0.84 83 | 5.79 230 | 3.22 152 | 0.35 43 | 5.27 221 | 0.37 66 | 16.46 351 | 5.96 194 | 4.11 185 | 6.81 200 | 4.84 202 | 2.73 147 | 4.78 89 | 2.52 243 | 0.00 1 | 0.15 433 | 0.00 1 | 0.22 467 | 0.04 78 | 0.02 21 |
|
| SCV_C0 |  | 3.23 177 | 1.31 238 | 6.44 258 | 3.20 148 | 0.82 164 | 4.84 184 | 1.61 201 | 10.34 213 | 6.85 216 | 2.74 134 | 4.91 152 | 6.26 243 | 1.81 108 | 11.06 313 | 1.50 146 | 0.11 372 | 0.06 251 | 0.00 1 | 0.23 476 | 0.33 358 | 0.11 202 |
|
| MGS-Stereo |  | 3.26 178 | 1.29 230 | 6.73 268 | 3.30 161 | 0.47 78 | 4.89 187 | 1.55 189 | 6.15 77 | 8.88 272 | 4.31 189 | 10.15 252 | 5.48 221 | 1.27 76 | 8.09 186 | 1.97 194 | 0.04 293 | 0.01 47 | 0.02 287 | 0.00 1 | 0.57 464 | 0.04 85 |
|
| rrr |  | 3.26 178 | 1.57 339 | 7.72 322 | 3.36 166 | 0.60 110 | 4.93 191 | 1.59 195 | 10.72 225 | 5.11 172 | 3.79 170 | 4.58 132 | 4.53 194 | 4.00 197 | 10.13 271 | 2.09 209 | 0.00 1 | 0.06 251 | 0.00 1 | 0.22 467 | 0.12 195 | 0.18 290 |
|
| CroCo-Stereo |   | 3.27 180 | 1.90 430 | 7.18 292 | 8.50 539 | 1.11 204 | 0.96 4 | 0.97 126 | 10.18 208 | 8.20 254 | 3.59 164 | 4.69 140 | 8.02 292 | 4.53 230 | 2.75 25 | 2.34 229 | 0.01 145 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 340 | 0.11 202 |
| P.Weinzaepfel, T. Lucas, V. Leroy, Y. Cabon, V. Arora, R. Bregier, G. Csurka, L. Antsfeld, B. Chidlovskii, J. Revaud: CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow. ICCV 2023 |
| fffy |  | 3.28 181 | 1.20 197 | 5.94 236 | 3.67 202 | 0.85 167 | 4.84 184 | 1.75 239 | 10.18 208 | 6.44 204 | 2.60 124 | 6.15 189 | 6.33 246 | 3.16 160 | 10.08 269 | 1.62 159 | 0.00 1 | 0.12 393 | 0.00 1 | 0.00 1 | 0.30 328 | 0.33 393 |
|
| IGEVStereo-DCA |  | 3.31 182 | 1.57 339 | 6.20 249 | 3.36 166 | 0.60 110 | 4.93 191 | 1.70 218 | 13.26 278 | 5.04 162 | 3.79 170 | 4.58 132 | 4.53 194 | 4.00 197 | 10.13 271 | 2.09 209 | 0.00 1 | 0.06 251 | 0.00 1 | 0.18 441 | 0.12 195 | 0.14 241 |
|
| test_xeample3 |  | 3.34 183 | 1.54 322 | 7.67 318 | 3.33 164 | 0.68 126 | 5.74 265 | 1.63 204 | 12.05 242 | 3.88 133 | 6.71 243 | 3.81 105 | 3.17 155 | 3.34 170 | 10.59 284 | 2.07 206 | 0.00 1 | 0.02 108 | 0.00 1 | 0.27 505 | 0.13 204 | 0.16 271 |
|
| GCAP-Stereo-DPT-FT |  | 3.37 184 | 5.20 581 | 20.75 607 | 3.26 154 | 3.66 431 | 3.19 73 | 1.77 249 | 8.61 169 | 2.83 89 | 2.16 103 | 3.61 100 | 3.75 171 | 3.63 187 | 3.13 36 | 1.41 139 | 0.05 319 | 0.12 393 | 0.00 1 | 0.01 207 | 0.13 204 | 0.22 331 |
|
| GLC_STEREO |  | 3.40 185 | 1.06 146 | 3.44 56 | 6.52 453 | 0.20 5 | 4.76 176 | 1.66 209 | 8.97 178 | 6.59 208 | 5.39 223 | 9.04 231 | 5.23 214 | 2.03 114 | 9.76 257 | 2.77 260 | 0.01 145 | 0.03 149 | 0.21 490 | 0.00 1 | 0.23 274 | 0.06 132 |
|
| VMStereo-Base |   | 3.41 186 | 0.84 83 | 4.19 115 | 1.72 8 | 0.47 78 | 3.01 62 | 0.57 85 | 10.10 205 | 14.58 354 | 3.85 174 | 9.11 233 | 7.48 281 | 2.36 130 | 7.75 172 | 1.90 184 | 0.07 351 | 0.08 318 | 0.04 330 | 0.00 1 | 0.06 101 | 0.02 21 |
|
| GCAP-Stereo-DPT-20K |  | 3.44 187 | 0.76 54 | 17.99 586 | 1.92 11 | 2.08 330 | 4.60 154 | 1.60 198 | 7.55 125 | 3.25 110 | 2.62 126 | 5.03 159 | 3.50 165 | 4.57 233 | 1.99 5 | 0.60 25 | 0.04 293 | 0.16 444 | 0.00 1 | 0.20 460 | 0.89 522 | 9.42 674 |
|
| 999 |  | 3.44 187 | 0.92 115 | 4.78 141 | 4.69 293 | 2.34 350 | 7.58 350 | 2.20 296 | 9.81 200 | 6.11 198 | 2.96 142 | 4.79 148 | 5.07 207 | 2.27 128 | 12.10 382 | 2.76 259 | 0.03 272 | 0.09 337 | 0.00 1 | 0.00 1 | 0.29 319 | 0.10 184 |
|
| GCAPDPT-zeroshot4090 |  | 3.44 187 | 0.76 54 | 17.99 586 | 1.92 11 | 2.08 330 | 4.60 154 | 1.60 198 | 7.55 125 | 3.25 110 | 2.62 126 | 5.03 159 | 3.50 165 | 4.57 233 | 1.99 5 | 0.60 25 | 0.04 293 | 0.16 444 | 0.00 1 | 0.20 460 | 0.89 522 | 9.42 674 |
|
| DF |  | 3.48 190 | 1.24 214 | 6.65 264 | 4.11 238 | 1.07 199 | 4.50 141 | 1.71 230 | 8.04 145 | 4.39 144 | 3.91 179 | 9.37 238 | 9.95 323 | 1.48 90 | 9.73 256 | 2.61 248 | 0.01 145 | 0.22 488 | 0.00 1 | 0.33 532 | 0.06 101 | 0.16 271 |
|
| ff7 |  | 3.48 190 | 1.76 407 | 6.20 249 | 3.45 173 | 1.13 208 | 5.02 200 | 1.70 218 | 13.26 278 | 5.04 162 | 4.66 204 | 5.47 176 | 3.49 161 | 4.70 242 | 11.14 318 | 2.01 198 | 0.00 1 | 0.04 173 | 0.00 1 | 0.18 441 | 0.30 328 | 0.14 241 |
|
| ffff |  | 3.48 190 | 1.76 407 | 6.20 249 | 3.45 173 | 1.13 208 | 5.02 200 | 1.70 218 | 13.26 278 | 5.04 162 | 4.66 204 | 5.47 176 | 3.49 161 | 4.70 242 | 11.14 318 | 2.01 198 | 0.00 1 | 0.04 173 | 0.00 1 | 0.18 441 | 0.30 328 | 0.14 241 |
|
| 11t |  | 3.48 190 | 1.76 407 | 6.20 249 | 3.45 173 | 1.13 208 | 5.02 200 | 1.70 218 | 13.26 278 | 5.04 162 | 4.66 204 | 5.47 176 | 3.49 161 | 4.70 242 | 11.14 318 | 2.01 198 | 0.00 1 | 0.04 173 | 0.00 1 | 0.18 441 | 0.30 328 | 0.14 241 |
|
| ccc-4 |  | 3.48 190 | 1.76 407 | 6.20 249 | 3.45 173 | 1.13 208 | 5.02 200 | 1.70 218 | 13.26 278 | 5.04 162 | 4.66 204 | 5.47 176 | 3.49 161 | 4.70 242 | 11.14 318 | 2.01 198 | 0.00 1 | 0.04 173 | 0.00 1 | 0.18 441 | 0.30 328 | 0.14 241 |
|
| anonymousdsp |  | 3.51 195 | 1.75 401 | 5.66 220 | 3.49 181 | 1.13 208 | 5.04 206 | 1.74 236 | 13.69 292 | 5.07 168 | 4.83 209 | 5.42 171 | 4.25 184 | 4.44 220 | 11.14 318 | 1.98 195 | 0.00 1 | 0.04 173 | 0.00 1 | 0.18 441 | 0.31 340 | 0.13 230 |
|
| castereo++ |  | 3.52 196 | 1.28 226 | 3.96 94 | 3.76 215 | 2.61 367 | 16.87 540 | 1.95 280 | 7.57 127 | 8.51 262 | 2.26 106 | 4.54 131 | 5.10 208 | 2.04 116 | 8.75 213 | 0.74 45 | 0.00 1 | 0.15 433 | 0.00 1 | 0.35 537 | 0.05 94 | 0.02 21 |
|
| IGEV-Stereo |   | 3.52 196 | 1.75 401 | 5.67 221 | 3.49 181 | 1.12 206 | 5.04 206 | 1.73 232 | 13.70 293 | 5.07 168 | 4.83 209 | 5.42 171 | 4.27 185 | 4.43 219 | 11.15 323 | 1.98 195 | 0.00 1 | 0.04 173 | 0.00 1 | 0.18 441 | 0.31 340 | 0.12 213 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| Foundation-i1 |  | 3.56 198 | 0.63 22 | 2.94 21 | 3.20 148 | 3.52 425 | 6.18 298 | 4.51 413 | 12.68 263 | 5.38 179 | 5.96 236 | 6.16 190 | 7.37 279 | 4.87 255 | 6.38 123 | 1.27 129 | 0.02 232 | 0.09 337 | 0.00 1 | 0.00 1 | 0.03 49 | 0.04 85 |
|
| CREStereo |  | 3.58 199 | 1.05 145 | 3.35 48 | 2.17 30 | 0.59 106 | 5.61 247 | 0.40 67 | 10.50 217 | 13.34 338 | 6.93 250 | 10.44 259 | 5.29 217 | 3.47 175 | 5.82 110 | 2.62 251 | 0.01 145 | 0.01 47 | 0.02 287 | 0.01 207 | 0.04 78 | 0.01 8 |
| Jiankun Li, Peisen Wang, Pengfei Xiong, Tao Cai, Ziwei Yan, Lei Yang, Jiangyu Liu, Haoqiang Fan, Shuaicheng Liu: Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation. CVPR 2022 |
| LoS |  | 3.59 200 | 1.07 153 | 3.81 83 | 2.80 101 | 0.52 93 | 4.98 195 | 1.18 141 | 10.35 214 | 12.97 328 | 4.54 198 | 10.75 269 | 3.89 176 | 3.27 165 | 8.78 214 | 2.63 252 | 0.03 272 | 0.03 149 | 0.09 399 | 0.00 1 | 0.12 195 | 0.04 85 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| ProNet |  | 3.61 201 | 1.91 433 | 6.17 248 | 3.31 163 | 0.67 125 | 5.51 234 | 6.46 484 | 12.60 261 | 6.23 199 | 3.18 150 | 4.80 149 | 3.64 169 | 3.57 181 | 11.15 323 | 2.11 213 | 0.02 232 | 0.21 478 | 0.01 256 | 0.01 207 | 0.41 395 | 0.14 241 |
|
| trnet |  | 3.62 202 | 0.95 119 | 3.30 44 | 2.21 34 | 0.56 100 | 5.67 260 | 0.42 69 | 10.62 223 | 13.30 336 | 6.89 248 | 10.45 260 | 5.78 227 | 3.69 188 | 5.80 109 | 2.61 248 | 0.00 1 | 0.02 108 | 0.03 307 | 0.01 207 | 0.04 78 | 0.02 21 |
|
| GCAP-BAT |  | 3.64 203 | 1.06 146 | 7.37 306 | 3.46 177 | 3.60 428 | 2.72 50 | 1.55 189 | 8.93 176 | 12.16 314 | 4.62 200 | 6.47 194 | 7.18 272 | 1.80 106 | 9.68 253 | 1.82 178 | 0.04 293 | 0.10 358 | 0.00 1 | 0.01 207 | 0.07 126 | 0.14 241 |
|
| GCAPDPT-zeroshot |  | 3.64 203 | 1.06 146 | 7.35 305 | 3.46 177 | 3.60 428 | 2.72 50 | 1.55 189 | 8.93 176 | 12.16 314 | 4.62 200 | 6.47 194 | 7.18 272 | 1.80 106 | 9.68 253 | 1.81 176 | 0.04 293 | 0.10 358 | 0.00 1 | 0.01 207 | 0.07 126 | 0.14 241 |
|
| U |  | 3.65 205 | 0.64 25 | 5.91 234 | 3.91 225 | 11.89 664 | 11.50 420 | 0.20 51 | 7.66 131 | 5.38 179 | 1.79 79 | 2.55 70 | 0.76 46 | 1.61 92 | 2.34 14 | 0.70 42 | 0.00 1 | 0.04 173 | 10.60 677 | 5.47 666 | 0.04 78 | 0.02 21 |
|
| water-stereo |  | 3.66 206 | 0.84 83 | 4.79 144 | 3.60 198 | 0.79 157 | 5.03 205 | 0.89 120 | 12.93 268 | 5.45 184 | 5.82 229 | 14.74 314 | 6.51 253 | 4.76 252 | 3.37 40 | 3.26 298 | 0.03 272 | 0.13 409 | 0.09 399 | 0.04 302 | 0.06 101 | 0.07 150 |
|
| Anonymus123 |  | 3.68 207 | 1.51 311 | 15.51 554 | 2.95 124 | 1.03 191 | 12.63 443 | 3.41 369 | 11.91 239 | 5.56 187 | 2.75 135 | 1.76 58 | 2.49 135 | 0.78 46 | 7.72 169 | 3.07 284 | 0.01 145 | 0.03 149 | 0.04 330 | 0.09 385 | 0.09 154 | 0.17 280 |
|
| Occ-G |  | 3.68 207 | 1.07 153 | 4.68 135 | 3.11 141 | 1.26 227 | 3.63 97 | 6.75 498 | 7.88 137 | 4.90 159 | 4.37 194 | 8.36 222 | 9.68 320 | 4.39 214 | 9.65 251 | 3.23 297 | 0.00 1 | 0.11 380 | 0.00 1 | 0.19 454 | 0.19 247 | 0.07 150 |
|
| DA |  | 3.70 209 | 0.83 77 | 4.78 141 | 5.07 322 | 0.70 132 | 16.50 535 | 1.94 277 | 9.42 185 | 7.22 231 | 4.02 181 | 6.78 197 | 5.96 232 | 4.49 226 | 4.16 69 | 1.54 149 | 0.05 319 | 0.12 393 | 0.00 1 | 0.00 1 | 0.06 101 | 0.26 360 |
|
| GGEV |  | 3.70 209 | 0.83 77 | 4.78 141 | 5.07 322 | 0.70 132 | 16.50 535 | 1.94 277 | 9.42 185 | 7.22 231 | 4.02 181 | 6.78 197 | 5.96 232 | 4.49 226 | 4.16 69 | 1.54 149 | 0.05 319 | 0.12 393 | 0.00 1 | 0.00 1 | 0.06 101 | 0.26 360 |
|
| rvit_stereo_0081_aga |  | 3.72 211 | 2.39 495 | 8.60 375 | 5.27 354 | 2.99 399 | 5.02 200 | 1.94 277 | 8.12 150 | 6.24 200 | 6.74 244 | 6.85 202 | 5.85 230 | 3.28 167 | 7.31 154 | 3.04 281 | 0.02 232 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 470 | 0.22 331 |
|
| GCAP-Stereo |  | 3.72 211 | 1.60 349 | 7.39 307 | 4.24 252 | 0.37 52 | 5.78 267 | 1.12 136 | 12.28 246 | 6.53 207 | 8.35 268 | 9.69 242 | 6.62 254 | 3.57 181 | 4.58 87 | 1.91 186 | 0.00 1 | 0.07 280 | 0.05 341 | 0.00 1 | 0.25 286 | 0.04 85 |
|
| LoS_RVC |  | 3.72 211 | 2.57 508 | 3.90 90 | 4.27 259 | 7.61 619 | 5.39 228 | 2.90 348 | 7.29 119 | 3.84 131 | 3.67 167 | 10.20 253 | 3.66 170 | 4.48 224 | 6.19 120 | 2.14 217 | 0.01 145 | 0.03 149 | 0.00 1 | 0.00 1 | 0.06 101 | 6.15 643 |
|
| HART |  | 3.80 214 | 1.52 315 | 5.45 196 | 4.85 306 | 0.51 89 | 4.41 137 | 0.76 106 | 12.59 260 | 5.08 171 | 5.95 235 | 12.76 295 | 6.87 261 | 1.72 101 | 10.71 291 | 1.84 180 | 0.00 1 | 0.13 409 | 0.10 418 | 0.00 1 | 0.45 406 | 0.26 360 |
|
| DN |  | 3.83 215 | 1.19 195 | 4.90 150 | 4.27 259 | 3.75 436 | 6.26 303 | 0.71 100 | 11.51 234 | 11.19 304 | 3.90 176 | 5.72 184 | 10.08 325 | 2.26 127 | 7.28 151 | 1.96 191 | 0.00 1 | 0.20 470 | 0.32 526 | 0.32 527 | 0.32 350 | 0.53 453 |
|
| CES |  | 3.85 216 | 1.14 177 | 2.91 19 | 3.05 135 | 11.37 659 | 5.37 227 | 1.02 130 | 9.52 191 | 8.82 269 | 3.50 162 | 9.21 237 | 1.78 93 | 0.90 57 | 6.53 127 | 2.37 231 | 0.02 232 | 0.04 173 | 0.01 256 | 0.00 1 | 1.62 562 | 7.74 664 |
|
| WCG-NET |  | 3.86 217 | 0.96 124 | 5.80 231 | 2.92 118 | 0.28 18 | 4.48 140 | 1.80 254 | 7.23 116 | 15.03 357 | 8.77 279 | 9.58 241 | 6.94 265 | 4.20 206 | 6.92 143 | 2.05 203 | 0.00 1 | 0.08 318 | 0.00 1 | 0.00 1 | 0.14 210 | 0.08 165 |
|
| CASnet |  | 3.91 218 | 1.03 142 | 4.68 135 | 4.98 314 | 0.27 16 | 4.99 198 | 2.95 349 | 11.02 230 | 11.02 299 | 10.61 302 | 11.76 282 | 4.15 182 | 1.65 97 | 5.85 111 | 1.91 186 | 0.50 518 | 0.00 1 | 0.59 556 | 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 | 8.60 375 | 6.26 436 | 1.73 288 | 3.48 89 | 2.36 310 | 7.71 133 | 15.81 376 | 4.41 195 | 5.39 169 | 5.14 210 | 3.94 193 | 7.95 179 | 3.57 309 | 0.01 145 | 0.01 47 | 0.00 1 | 0.01 207 | 0.39 387 | 0.10 184 |
|
| rvit_stereo_0082 |  | 3.93 219 | 1.78 416 | 8.60 375 | 6.26 436 | 1.73 288 | 3.48 89 | 2.36 310 | 7.71 133 | 15.81 376 | 4.41 195 | 5.39 169 | 5.14 210 | 3.94 193 | 7.95 179 | 3.57 309 | 0.01 145 | 0.01 47 | 0.00 1 | 0.01 207 | 0.39 387 | 0.10 184 |
|
| castereo |  | 3.96 221 | 1.45 286 | 4.33 119 | 3.73 210 | 1.04 194 | 6.35 308 | 7.23 515 | 9.95 203 | 15.86 379 | 3.01 145 | 7.69 217 | 3.59 168 | 7.43 363 | 5.17 98 | 1.88 182 | 0.03 272 | 0.13 409 | 0.00 1 | 0.26 498 | 0.07 126 | 0.03 55 |
|
| rvit_stereo_0080 |  | 3.98 222 | 2.11 473 | 7.62 315 | 3.68 204 | 1.90 315 | 4.16 117 | 7.60 522 | 9.69 195 | 8.13 251 | 5.08 217 | 7.39 211 | 6.27 244 | 4.44 220 | 6.73 136 | 3.92 334 | 0.20 416 | 0.01 47 | 0.00 1 | 0.00 1 | 0.55 455 | 0.12 213 |
|
| whm_eth |  | 3.98 222 | 2.11 473 | 7.62 315 | 3.68 204 | 1.90 315 | 4.16 117 | 7.60 522 | 9.69 195 | 8.13 251 | 5.08 217 | 7.39 211 | 6.27 244 | 4.44 220 | 6.73 136 | 3.92 334 | 0.20 416 | 0.01 47 | 0.00 1 | 0.00 1 | 0.55 455 | 0.12 213 |
|
| MC-Stereo |  | 3.99 224 | 0.95 119 | 4.70 139 | 5.09 325 | 0.44 75 | 3.77 102 | 1.79 252 | 9.86 202 | 7.05 228 | 6.34 241 | 13.35 302 | 6.83 260 | 6.34 328 | 10.80 298 | 1.75 170 | 0.00 1 | 0.11 380 | 0.06 364 | 0.24 486 | 0.12 195 | 0.14 241 |
|
| CroCo-Stereo Lap2 |  | 4.01 225 | 2.03 463 | 8.14 345 | 9.82 574 | 6.03 576 | 1.11 5 | 0.79 110 | 9.71 197 | 7.98 247 | 3.26 152 | 4.99 155 | 9.08 307 | 5.80 299 | 6.08 116 | 4.39 354 | 0.00 1 | 0.05 212 | 0.00 1 | 0.00 1 | 0.71 495 | 0.30 379 |
|
| depthmonostereo |  | 4.02 226 | 1.64 366 | 5.29 183 | 4.40 271 | 1.19 219 | 8.04 357 | 1.16 140 | 15.24 323 | 12.52 319 | 4.62 200 | 7.49 215 | 4.11 180 | 4.80 254 | 6.61 130 | 2.71 257 | 0.04 293 | 0.21 478 | 0.11 431 | 0.07 362 | 0.07 126 | 0.02 21 |
|
| MM-Stereo_test2 |  | 4.03 227 | 1.20 197 | 7.42 308 | 5.18 343 | 0.76 153 | 7.24 339 | 2.26 305 | 14.57 309 | 8.19 253 | 6.89 248 | 5.13 163 | 4.85 203 | 3.80 190 | 10.49 281 | 1.96 191 | 0.00 1 | 0.12 393 | 0.00 1 | 0.09 385 | 0.33 358 | 0.08 165 |
|
| GCAP-Stereo-DPT-36K |  | 4.05 228 | 10.05 630 | 27.86 626 | 2.06 22 | 3.89 442 | 3.82 104 | 1.73 232 | 8.20 152 | 3.20 106 | 2.36 113 | 4.75 143 | 2.89 149 | 2.70 145 | 4.26 74 | 0.58 22 | 0.04 293 | 0.14 426 | 0.00 1 | 0.44 565 | 0.47 419 | 1.52 563 |
|
| CAS++ |  | 4.07 229 | 1.67 375 | 6.02 241 | 4.17 242 | 1.02 189 | 4.26 126 | 1.68 213 | 19.10 406 | 10.01 289 | 9.18 282 | 9.17 235 | 1.98 107 | 1.41 85 | 9.54 247 | 1.73 168 | 0.02 232 | 0.05 212 | 0.00 1 | 0.00 1 | 0.32 350 | 0.11 202 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| GCAP-Stereo-DPT-50K |  | 4.15 230 | 9.32 621 | 33.97 645 | 2.49 70 | 3.65 430 | 2.87 58 | 1.51 180 | 8.07 147 | 2.71 80 | 2.04 96 | 4.75 143 | 3.05 151 | 3.21 161 | 2.20 11 | 0.66 34 | 0.03 272 | 0.19 464 | 0.00 1 | 0.41 554 | 0.75 507 | 1.05 534 |
|
| plain |  | 4.15 230 | 1.67 375 | 9.97 452 | 4.86 307 | 2.97 398 | 3.27 79 | 1.41 165 | 8.20 152 | 5.51 185 | 3.37 156 | 16.69 340 | 3.03 150 | 2.71 146 | 14.44 472 | 3.91 333 | 0.14 385 | 0.00 1 | 0.03 307 | 0.01 207 | 0.69 490 | 0.14 241 |
|
| PSi22 |  | 4.19 232 | 1.37 257 | 4.15 114 | 3.83 220 | 0.37 52 | 4.56 145 | 0.25 56 | 7.21 114 | 15.42 367 | 4.31 189 | 6.96 205 | 13.76 398 | 5.93 303 | 13.23 441 | 1.88 182 | 0.00 1 | 0.02 108 | 0.00 1 | 0.00 1 | 0.37 377 | 0.20 311 |
|
| DilatedVolume-Stereo |   | 4.23 233 | 1.38 263 | 5.58 218 | 3.85 223 | 1.58 269 | 10.80 404 | 1.02 130 | 11.59 235 | 5.65 189 | 11.75 314 | 9.98 243 | 4.54 196 | 3.29 168 | 9.83 259 | 3.01 276 | 0.05 319 | 0.18 457 | 0.08 387 | 0.23 476 | 0.08 143 | 0.06 132 |
|
| quiztm |  | 4.28 234 | 1.71 386 | 5.37 189 | 4.86 307 | 5.11 524 | 4.60 154 | 2.84 346 | 13.08 276 | 7.79 245 | 8.37 270 | 11.40 278 | 6.75 258 | 2.57 142 | 7.18 149 | 2.59 247 | 0.80 567 | 0.03 149 | 0.00 1 | 0.07 362 | 0.41 395 | 0.11 202 |
|
| MIF-Stereo (partial) |  | 4.33 235 | 1.23 207 | 7.27 298 | 5.04 318 | 5.31 542 | 3.47 88 | 0.95 125 | 9.06 181 | 7.41 237 | 4.15 188 | 15.76 327 | 5.38 218 | 5.22 276 | 11.56 343 | 4.21 347 | 0.04 293 | 0.02 108 | 0.05 341 | 0.03 278 | 0.34 364 | 0.12 213 |
|
| MyStereo07 |  | 4.38 236 | 1.92 437 | 5.06 163 | 6.09 423 | 4.31 474 | 6.54 317 | 9.96 559 | 15.35 327 | 5.15 173 | 4.34 192 | 5.65 182 | 3.15 154 | 5.77 298 | 11.33 332 | 1.81 176 | 0.06 340 | 0.10 358 | 0.03 307 | 0.04 302 | 0.63 479 | 0.30 379 |
|
| XX-TBD |  | 4.45 237 | 10.67 637 | 3.01 25 | 10.28 591 | 0.57 102 | 5.84 271 | 0.07 19 | 7.57 127 | 12.24 317 | 11.43 312 | 14.74 314 | 4.07 179 | 1.66 98 | 4.51 86 | 2.05 203 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.26 297 | 0.01 8 |
|
| rvit_stereo_0083 |  | 4.53 238 | 1.94 441 | 9.94 450 | 7.12 491 | 1.67 282 | 4.98 195 | 2.80 343 | 8.25 155 | 18.22 412 | 4.76 208 | 7.78 219 | 6.41 249 | 4.87 255 | 7.54 163 | 3.74 321 | 0.11 372 | 0.04 173 | 0.00 1 | 0.01 207 | 0.24 281 | 0.16 271 |
|
| FE-Mocha |  | 4.54 239 | 2.08 469 | 9.99 454 | 4.36 269 | 2.16 336 | 4.76 176 | 0.81 111 | 13.59 288 | 4.81 154 | 13.39 362 | 11.04 272 | 11.38 346 | 3.45 172 | 5.97 114 | 2.12 216 | 0.03 272 | 0.14 426 | 0.14 452 | 0.38 547 | 0.12 195 | 0.18 290 |
|
| Reg-Stereo(zero) |  | 4.54 239 | 0.68 34 | 4.39 125 | 3.20 148 | 1.30 231 | 3.29 81 | 0.89 120 | 16.64 354 | 12.89 327 | 10.01 291 | 10.70 266 | 10.29 328 | 4.51 229 | 8.83 220 | 2.63 252 | 0.01 145 | 0.14 426 | 0.00 1 | 0.13 416 | 0.03 49 | 0.17 280 |
|
| NLMM |  | 4.55 241 | 1.18 191 | 5.44 194 | 3.48 179 | 5.88 574 | 13.44 459 | 1.59 195 | 11.98 241 | 8.84 270 | 4.92 214 | 5.44 173 | 6.20 238 | 5.05 266 | 9.85 260 | 7.60 443 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.09 154 | 0.10 184 |
|
| WQFJA1 |  | 4.56 242 | 1.18 191 | 5.44 194 | 3.48 179 | 5.88 574 | 13.44 459 | 1.59 195 | 11.97 240 | 8.85 271 | 4.92 214 | 5.44 173 | 6.20 238 | 5.05 266 | 10.03 268 | 7.60 443 | 0.01 145 | 0.01 47 | 0.00 1 | 0.00 1 | 0.09 154 | 0.10 184 |
|
| WCG-NET(raft) |  | 4.57 243 | 1.16 185 | 6.01 240 | 2.95 124 | 0.19 4 | 5.09 210 | 2.01 286 | 10.28 211 | 15.34 365 | 8.64 277 | 11.43 279 | 9.63 318 | 5.06 268 | 10.96 307 | 2.19 220 | 0.00 1 | 0.13 409 | 0.00 1 | 0.01 207 | 0.14 210 | 0.12 213 |
|
| SE |  | 4.60 244 | 1.47 290 | 5.19 174 | 4.23 250 | 0.85 167 | 9.99 382 | 4.88 428 | 12.51 253 | 10.59 294 | 10.28 297 | 11.98 287 | 4.92 205 | 5.94 304 | 3.97 63 | 1.76 171 | 2.49 630 | 0.07 280 | 0.26 505 | 0.19 454 | 0.37 377 | 0.12 213 |
|
| CREStereo++_RVC |  | 4.61 245 | 0.99 132 | 3.70 74 | 4.08 234 | 2.01 326 | 3.94 108 | 0.10 29 | 9.10 182 | 16.94 391 | 8.65 278 | 16.77 342 | 4.46 189 | 2.18 120 | 5.72 107 | 3.12 288 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 687 | 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 | 1.09 162 | 5.54 209 | 4.07 231 | 5.82 569 | 10.92 411 | 3.99 391 | 10.31 212 | 10.17 290 | 5.90 230 | 4.99 155 | 5.79 228 | 5.18 273 | 12.80 420 | 6.89 424 | 0.01 145 | 0.00 1 | 0.01 256 | 0.00 1 | 0.15 218 | 0.06 132 |
|
| iRaftStereo_RVC |  | 4.68 246 | 1.51 311 | 6.89 281 | 4.91 312 | 0.72 146 | 5.26 220 | 0.46 75 | 17.60 368 | 10.47 293 | 9.53 286 | 15.13 319 | 5.75 226 | 3.24 164 | 8.93 224 | 2.22 223 | 0.00 1 | 0.09 337 | 0.00 1 | 0.00 1 | 0.46 412 | 0.41 421 |
|
| WQFJX |  | 4.69 248 | 1.22 202 | 5.36 188 | 3.29 160 | 5.73 565 | 14.19 476 | 1.93 275 | 11.24 232 | 8.68 264 | 5.78 228 | 5.47 176 | 5.72 225 | 5.99 310 | 12.05 374 | 6.87 422 | 0.02 232 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 189 | 0.15 262 |
|
| Former-RAFT_DAM_RVC |  | 4.69 248 | 2.56 507 | 8.72 380 | 4.26 258 | 3.52 425 | 9.22 375 | 1.48 171 | 13.54 286 | 18.88 419 | 7.47 259 | 7.08 207 | 2.04 114 | 2.24 122 | 9.66 252 | 2.27 226 | 0.05 319 | 0.02 108 | 0.07 376 | 0.00 1 | 0.53 448 | 0.21 323 |
|
| TANstereo |  | 4.70 250 | 1.08 156 | 4.01 98 | 3.53 187 | 0.47 78 | 14.26 477 | 0.15 42 | 8.67 174 | 12.54 320 | 12.50 327 | 18.43 362 | 5.20 212 | 4.54 232 | 5.68 105 | 2.07 206 | 0.00 1 | 0.13 409 | 0.00 1 | 0.01 207 | 0.02 10 | 0.63 474 |
|
| Weightmod |  | 4.73 251 | 1.47 290 | 4.38 124 | 2.73 95 | 2.87 387 | 10.79 403 | 1.76 245 | 11.42 233 | 9.66 280 | 8.14 263 | 10.48 262 | 9.45 314 | 6.51 337 | 9.57 249 | 3.48 307 | 0.87 577 | 0.25 515 | 0.06 364 | 0.02 251 | 0.55 455 | 0.18 290 |
|
| rvit_stereo_ft |  | 4.73 251 | 2.68 513 | 9.30 417 | 11.34 617 | 2.74 379 | 4.18 121 | 8.45 533 | 9.77 199 | 9.90 288 | 4.04 183 | 6.26 191 | 6.73 256 | 4.72 248 | 8.99 228 | 5.03 379 | 0.01 145 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 311 | 0.09 172 |
|
| MSKI-zero shot |  | 4.76 253 | 1.56 335 | 5.98 238 | 5.14 336 | 1.13 208 | 6.55 319 | 1.55 189 | 12.76 265 | 8.06 249 | 10.44 300 | 11.50 280 | 13.47 394 | 2.38 131 | 12.07 380 | 1.90 184 | 0.01 145 | 0.20 470 | 0.02 287 | 0.29 512 | 0.14 210 | 0.14 241 |
|
| Weightmod_eth |  | 4.78 254 | 1.21 200 | 4.72 140 | 4.31 267 | 4.65 500 | 7.97 355 | 2.77 339 | 13.53 285 | 6.62 209 | 7.96 262 | 8.11 221 | 9.28 309 | 8.39 387 | 9.49 245 | 1.48 143 | 4.37 652 | 0.10 358 | 0.00 1 | 0.00 1 | 0.51 440 | 0.18 290 |
|
| NLSM1 |  | 4.91 255 | 1.17 188 | 5.72 225 | 4.31 267 | 5.71 564 | 13.78 465 | 1.41 165 | 14.12 303 | 9.85 286 | 5.22 221 | 10.88 271 | 4.43 188 | 4.74 250 | 10.99 308 | 5.64 399 | 0.00 1 | 0.00 1 | 0.01 256 | 0.00 1 | 0.09 154 | 0.04 85 |
|
| GGDA |   | 4.98 256 | 1.35 254 | 5.28 180 | 3.28 158 | 1.27 228 | 5.60 246 | 1.68 213 | 13.06 275 | 14.02 344 | 10.05 292 | 15.39 322 | 7.15 269 | 5.21 275 | 11.58 345 | 4.40 355 | 0.01 145 | 0.01 47 | 0.01 256 | 0.00 1 | 0.11 189 | 0.05 117 |
|
| NLCSM |  | 4.99 257 | 1.39 266 | 5.75 226 | 5.86 398 | 5.86 573 | 11.21 417 | 3.80 386 | 10.71 224 | 8.54 263 | 8.36 269 | 5.25 164 | 4.57 197 | 6.65 340 | 13.57 452 | 7.59 442 | 0.29 462 | 0.01 47 | 0.00 1 | 0.01 207 | 0.24 281 | 0.13 230 |
|
| MM-Stereo_test1 |  | 5.04 258 | 1.17 188 | 6.08 243 | 5.38 363 | 0.80 161 | 4.99 198 | 7.07 507 | 13.43 284 | 12.00 312 | 12.94 347 | 10.20 253 | 5.92 231 | 6.69 341 | 11.26 330 | 2.19 220 | 0.01 145 | 0.11 380 | 0.00 1 | 0.00 1 | 0.42 399 | 0.07 150 |
|
| sCroCo_RVC |  | 5.06 259 | 3.29 536 | 16.45 568 | 10.72 599 | 6.64 592 | 5.83 269 | 2.74 337 | 9.67 193 | 8.06 249 | 3.66 166 | 9.20 236 | 4.81 201 | 4.95 260 | 8.12 188 | 4.64 363 | 0.64 545 | 0.50 582 | 0.06 364 | 0.03 278 | 0.70 493 | 0.42 424 |
|
| RT-Monster |  | 5.07 260 | 1.10 164 | 4.69 137 | 3.44 172 | 4.24 465 | 5.19 215 | 0.81 111 | 12.47 250 | 19.77 425 | 13.38 361 | 13.37 303 | 9.84 321 | 3.27 165 | 7.69 167 | 1.91 186 | 0.04 293 | 0.08 318 | 0.00 1 | 0.00 1 | 0.05 94 | 0.12 213 |
|
| RAFT-Stereo-weight |  | 5.07 260 | 0.93 118 | 5.57 215 | 4.24 252 | 0.72 146 | 6.05 295 | 1.63 204 | 17.77 373 | 17.16 392 | 10.99 308 | 10.22 255 | 12.06 364 | 1.67 99 | 9.25 238 | 2.69 255 | 0.06 340 | 0.11 380 | 0.00 1 | 0.00 1 | 0.15 218 | 0.12 213 |
|
| tg |  | 5.09 262 | 1.48 297 | 6.73 268 | 4.83 302 | 1.23 224 | 7.57 349 | 0.49 77 | 18.35 387 | 11.87 308 | 9.28 284 | 14.61 311 | 7.15 269 | 4.12 201 | 10.58 282 | 2.74 258 | 0.00 1 | 0.04 173 | 0.00 1 | 0.00 1 | 0.45 406 | 0.36 407 |
|
| model_zeroshot |  | 5.12 263 | 1.53 317 | 9.70 442 | 5.33 359 | 1.54 268 | 8.71 368 | 2.23 302 | 15.60 334 | 8.29 257 | 13.74 366 | 10.02 248 | 10.57 332 | 2.97 153 | 8.47 195 | 2.61 248 | 0.02 232 | 0.18 457 | 0.14 452 | 0.25 492 | 0.06 101 | 0.34 397 |
|
| AE-Stereo |  | 5.15 264 | 1.56 335 | 7.99 337 | 8.70 542 | 2.18 337 | 9.12 374 | 3.02 353 | 11.78 237 | 13.30 336 | 4.34 192 | 12.84 296 | 10.83 335 | 4.53 230 | 8.71 211 | 2.82 265 | 0.04 293 | 0.44 566 | 0.05 341 | 0.33 532 | 0.20 251 | 0.17 280 |
|
| 4D-IteraStereo |  | 5.15 264 | 1.47 290 | 7.98 335 | 4.89 311 | 4.69 501 | 6.25 301 | 1.85 263 | 13.23 277 | 16.30 382 | 14.18 372 | 11.26 275 | 8.33 296 | 1.61 92 | 8.07 183 | 2.42 233 | 0.00 1 | 0.05 212 | 0.08 387 | 0.01 207 | 0.19 247 | 0.15 262 |
|
| ManiGeoR |   | 5.19 266 | 1.66 372 | 8.59 373 | 3.09 139 | 3.05 401 | 5.94 281 | 1.66 209 | 19.05 403 | 9.74 282 | 6.25 238 | 14.27 308 | 6.24 241 | 4.97 261 | 12.44 398 | 6.57 417 | 0.01 145 | 0.00 1 | 0.05 341 | 0.00 1 | 0.15 218 | 0.03 55 |
|
| HLf10 |  | 5.19 266 | 1.66 372 | 8.59 373 | 3.09 139 | 3.05 401 | 5.94 281 | 1.66 209 | 19.05 403 | 9.74 282 | 6.25 238 | 14.27 308 | 6.24 241 | 4.97 261 | 12.44 398 | 6.57 417 | 0.01 145 | 0.00 1 | 0.05 341 | 0.00 1 | 0.15 218 | 0.03 55 |
|
| CAS |  | 5.20 268 | 0.78 59 | 3.30 44 | 17.06 658 | 7.59 618 | 8.07 358 | 6.31 474 | 9.46 189 | 9.09 273 | 4.57 199 | 10.67 264 | 1.91 106 | 1.22 74 | 4.18 71 | 2.16 218 | 10.33 678 | 0.02 108 | 0.00 1 | 0.02 251 | 0.44 404 | 6.83 652 |
|
| test_1 |  | 5.20 268 | 1.06 146 | 7.72 322 | 4.21 249 | 0.59 106 | 6.69 322 | 3.03 354 | 12.98 271 | 17.51 401 | 12.35 325 | 8.66 226 | 13.20 385 | 4.12 201 | 9.00 230 | 2.11 213 | 0.00 1 | 0.05 212 | 0.00 1 | 0.32 527 | 0.25 286 | 0.18 290 |
|
| NLMM1 |  | 5.21 270 | 1.29 230 | 6.55 261 | 3.79 217 | 5.49 551 | 12.43 440 | 3.31 366 | 12.18 245 | 15.22 360 | 7.19 258 | 8.46 223 | 5.22 213 | 4.60 237 | 12.03 370 | 6.29 413 | 0.00 1 | 0.02 108 | 0.00 1 | 0.00 1 | 0.10 178 | 0.07 150 |
|
| test-3 |  | 5.21 270 | 1.06 146 | 7.71 321 | 4.19 247 | 0.59 106 | 6.72 325 | 3.01 352 | 12.96 269 | 17.49 400 | 12.53 335 | 8.65 224 | 13.20 385 | 4.14 203 | 9.00 230 | 2.11 213 | 0.00 1 | 0.05 212 | 0.00 1 | 0.32 527 | 0.25 286 | 0.18 290 |
|
| EAI-Stereo |  | 5.21 270 | 1.74 392 | 8.46 365 | 5.69 381 | 1.37 251 | 5.67 260 | 3.52 375 | 18.77 396 | 5.65 189 | 9.75 287 | 16.08 331 | 6.36 247 | 3.57 181 | 11.73 358 | 3.64 314 | 0.01 145 | 0.33 544 | 0.03 307 | 1.06 614 | 0.21 256 | 0.65 482 |
|
| TestStereo_HL2 |  | 5.22 273 | 1.38 263 | 5.53 206 | 3.26 154 | 1.86 306 | 5.59 244 | 2.00 284 | 12.91 267 | 13.35 339 | 10.93 307 | 18.83 369 | 7.13 267 | 5.06 268 | 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 | 5.11 165 | 6.02 419 | 0.26 10 | 10.59 398 | 4.22 405 | 18.45 389 | 16.31 383 | 6.75 245 | 8.95 230 | 4.75 200 | 9.15 404 | 10.82 300 | 1.61 157 | 0.00 1 | 0.05 212 | 0.00 1 | 0.04 302 | 0.26 297 | 0.14 241 |
|
| IGEV-FE |  | 5.28 275 | 2.03 463 | 14.26 538 | 6.10 426 | 1.33 242 | 4.32 128 | 1.03 133 | 14.46 304 | 6.50 205 | 13.33 359 | 11.86 283 | 11.00 337 | 3.47 175 | 10.71 291 | 3.65 316 | 0.03 272 | 0.22 488 | 0.15 459 | 0.26 498 | 0.80 512 | 0.20 311 |
|
| ACVNet-DCA |  | 5.28 275 | 2.00 450 | 4.99 156 | 5.89 400 | 0.26 10 | 10.85 406 | 5.38 437 | 20.20 419 | 11.88 309 | 6.95 251 | 10.01 244 | 4.49 191 | 9.78 419 | 10.79 295 | 1.59 154 | 0.00 1 | 0.05 212 | 0.00 1 | 0.04 302 | 0.25 286 | 0.20 311 |
|
| IGEV_Zeroshot_test |  | 5.28 275 | 2.03 463 | 14.26 538 | 6.09 423 | 1.33 242 | 4.32 128 | 1.03 133 | 14.46 304 | 6.50 205 | 13.33 359 | 11.89 284 | 11.01 338 | 3.45 172 | 10.71 291 | 3.64 314 | 0.03 272 | 0.22 488 | 0.15 459 | 0.26 498 | 0.80 512 | 0.20 311 |
|
| HLf8 |  | 5.31 278 | 1.68 381 | 7.70 320 | 3.15 144 | 2.75 380 | 7.19 337 | 1.88 266 | 17.68 370 | 16.71 387 | 7.82 260 | 13.88 305 | 6.00 234 | 3.75 189 | 11.89 366 | 3.81 327 | 0.01 145 | 0.00 1 | 0.01 256 | 0.00 1 | 0.15 218 | 0.04 85 |
|
| RCA-Stereo |  | 5.32 279 | 1.08 156 | 5.91 234 | 4.29 265 | 0.51 89 | 5.65 250 | 4.12 398 | 16.97 358 | 18.67 417 | 8.27 267 | 14.16 306 | 8.86 302 | 8.90 399 | 6.45 125 | 2.18 219 | 0.00 1 | 0.07 280 | 0.10 418 | 0.00 1 | 0.10 178 | 0.07 150 |
|
| cc1 |  | 5.34 280 | 2.00 450 | 4.99 156 | 5.89 400 | 0.26 10 | 10.85 406 | 5.38 437 | 17.85 377 | 15.48 369 | 6.95 251 | 10.01 244 | 4.49 191 | 9.78 419 | 10.79 295 | 1.59 154 | 0.00 1 | 0.05 212 | 0.00 1 | 0.04 302 | 0.30 328 | 0.13 230 |
|
| PMTNet |  | 5.36 281 | 0.97 126 | 3.42 53 | 1.97 13 | 1.30 231 | 8.96 369 | 0.69 97 | 12.33 247 | 12.16 314 | 8.50 274 | 11.35 276 | 6.09 235 | 4.50 228 | 9.34 242 | 2.70 256 | 22.71 694 | 0.01 47 | 0.04 330 | 0.02 251 | 0.06 101 | 0.01 8 |
|
| cross-raft |  | 5.37 282 | 1.23 207 | 6.66 266 | 5.91 405 | 1.25 225 | 6.00 287 | 1.48 171 | 15.82 340 | 7.70 243 | 12.95 348 | 20.80 404 | 11.63 349 | 4.42 215 | 8.59 200 | 2.23 224 | 0.01 145 | 0.21 478 | 0.00 1 | 0.22 467 | 0.21 256 | 0.10 184 |
|
| xyz-stereo-finetune |  | 5.39 283 | 1.47 290 | 5.53 206 | 2.65 87 | 0.30 23 | 11.94 428 | 3.28 359 | 12.96 269 | 21.28 445 | 8.14 263 | 12.32 292 | 6.19 237 | 3.62 186 | 11.80 362 | 5.98 405 | 0.01 145 | 0.02 108 | 0.00 1 | 0.02 251 | 0.16 229 | 0.04 85 |
|
| TestStereo-Hl |   | 5.40 284 | 1.33 245 | 5.55 210 | 3.00 131 | 0.89 175 | 5.51 234 | 4.03 394 | 14.53 307 | 13.48 340 | 10.10 294 | 16.08 331 | 8.99 304 | 8.18 383 | 12.60 411 | 3.48 307 | 0.05 319 | 0.03 149 | 0.01 256 | 0.00 1 | 0.16 229 | 0.06 132 |
|
| HH |  | 5.47 285 | 2.08 469 | 9.00 395 | 4.88 309 | 1.07 199 | 4.93 191 | 3.60 382 | 16.68 355 | 6.83 214 | 8.39 271 | 12.14 289 | 15.05 416 | 9.06 402 | 12.68 412 | 1.93 189 | 0.02 232 | 0.17 449 | 0.18 474 | 0.00 1 | 0.28 311 | 0.48 443 |
|
| HanStereo |  | 5.47 285 | 2.08 469 | 9.00 395 | 4.88 309 | 1.07 199 | 4.93 191 | 3.60 382 | 16.68 355 | 6.83 214 | 8.39 271 | 12.14 289 | 15.05 416 | 9.06 402 | 12.68 412 | 1.93 189 | 0.02 232 | 0.17 449 | 0.18 474 | 0.00 1 | 0.28 311 | 0.48 443 |
|
| test_4 |  | 5.47 285 | 0.98 127 | 5.56 214 | 6.55 457 | 0.62 113 | 5.53 237 | 1.88 266 | 11.68 236 | 6.00 195 | 12.60 339 | 30.86 535 | 7.48 281 | 3.87 191 | 12.25 390 | 2.97 273 | 0.00 1 | 0.07 280 | 0.03 307 | 0.14 422 | 0.34 364 | 0.04 85 |
|
| HUI-Stereo |  | 5.48 288 | 1.74 392 | 9.01 397 | 5.08 324 | 0.42 67 | 5.65 250 | 2.77 339 | 12.55 259 | 7.03 227 | 12.54 337 | 18.10 356 | 13.07 383 | 6.71 342 | 9.92 263 | 3.74 321 | 0.61 538 | 0.08 318 | 0.09 399 | 0.00 1 | 0.22 259 | 0.23 342 |
|
| RAFT-Stereo + iAFF |  | 5.48 288 | 1.66 372 | 7.56 311 | 3.49 181 | 0.40 59 | 2.75 52 | 0.67 93 | 16.07 346 | 14.76 355 | 12.27 322 | 18.67 367 | 11.95 359 | 8.08 381 | 7.84 175 | 2.89 267 | 0.01 145 | 0.06 251 | 0.00 1 | 0.00 1 | 0.37 377 | 0.04 85 |
|
| ROB_FTStereo |  | 5.49 290 | 1.74 392 | 8.96 392 | 5.09 325 | 0.42 67 | 5.65 250 | 1.68 213 | 12.53 258 | 7.00 220 | 12.53 335 | 18.00 353 | 13.02 379 | 6.74 345 | 11.51 340 | 3.81 327 | 0.60 534 | 0.09 337 | 0.09 399 | 0.00 1 | 0.22 259 | 0.22 331 |
|
| PSM-adaLoss |  | 5.50 291 | 1.74 392 | 9.03 401 | 5.09 325 | 0.42 67 | 5.66 255 | 1.98 283 | 12.50 251 | 7.01 225 | 12.52 329 | 18.13 359 | 12.96 375 | 6.77 350 | 11.11 316 | 3.83 329 | 0.72 551 | 0.09 337 | 0.09 399 | 0.00 1 | 0.22 259 | 0.22 331 |
|
| ROB_FTStereo_v2 |  | 5.53 292 | 1.74 392 | 8.97 394 | 5.09 325 | 0.42 67 | 5.64 249 | 2.02 287 | 12.50 251 | 7.00 220 | 12.51 328 | 18.10 356 | 12.99 376 | 6.72 343 | 11.50 339 | 4.04 345 | 0.70 547 | 0.09 337 | 0.09 399 | 0.00 1 | 0.22 259 | 0.23 342 |
|
| CRE-IMP |  | 5.53 292 | 1.63 365 | 9.62 431 | 5.65 376 | 0.48 83 | 7.02 334 | 1.70 218 | 11.84 238 | 8.33 259 | 12.99 351 | 16.02 330 | 11.08 340 | 6.23 320 | 12.06 377 | 5.06 380 | 0.28 460 | 0.07 280 | 0.09 399 | 0.00 1 | 0.24 281 | 0.21 323 |
|
| RAFT-IKP |  | 5.53 292 | 1.74 392 | 8.95 389 | 5.09 325 | 0.41 62 | 5.45 231 | 2.08 292 | 12.52 255 | 7.00 220 | 12.52 329 | 18.13 359 | 12.93 374 | 6.79 351 | 11.59 348 | 3.99 340 | 0.80 567 | 0.09 337 | 0.09 399 | 0.00 1 | 0.22 259 | 0.22 331 |
|
| LL-Strereo2 |  | 5.54 295 | 2.17 480 | 9.12 407 | 5.65 376 | 2.54 363 | 6.48 313 | 2.27 306 | 15.08 318 | 7.79 245 | 10.99 308 | 10.26 256 | 15.94 430 | 3.50 179 | 13.25 442 | 3.63 313 | 0.00 1 | 0.13 409 | 1.34 612 | 0.10 398 | 0.30 328 | 0.19 306 |
|
| iGMRVC |  | 5.54 295 | 1.74 392 | 9.01 397 | 5.09 325 | 0.42 67 | 5.66 255 | 1.81 258 | 12.61 262 | 7.02 226 | 12.52 329 | 18.11 358 | 13.02 379 | 6.64 339 | 11.57 344 | 4.16 346 | 0.82 571 | 0.09 337 | 0.09 399 | 0.00 1 | 0.22 259 | 0.21 323 |
|
| Gwc-CoAtRS |  | 5.54 295 | 1.22 202 | 8.40 358 | 4.28 261 | 1.36 250 | 6.93 331 | 1.31 154 | 15.48 329 | 15.03 357 | 12.62 340 | 13.32 301 | 12.74 372 | 5.71 296 | 8.61 201 | 2.98 275 | 0.01 145 | 0.22 488 | 0.00 1 | 0.29 512 | 0.28 311 | 0.07 150 |
|
| test_3 |  | 5.55 298 | 1.02 137 | 8.07 342 | 6.18 431 | 0.54 96 | 9.00 370 | 3.28 359 | 13.55 287 | 18.66 416 | 11.97 319 | 8.89 229 | 13.98 400 | 4.05 199 | 8.96 226 | 2.10 212 | 0.00 1 | 0.05 212 | 0.00 1 | 0.31 524 | 0.26 297 | 0.18 290 |
|
| CFNet-RSSM |  | 5.55 298 | 1.08 156 | 8.60 375 | 4.30 266 | 1.21 222 | 6.42 312 | 1.25 148 | 16.12 347 | 17.84 405 | 13.12 352 | 11.14 274 | 11.84 354 | 5.52 285 | 9.14 235 | 2.35 230 | 0.01 145 | 0.20 470 | 0.00 1 | 0.36 540 | 0.34 364 | 0.07 150 |
|
| TestStereo_HLe17 |  | 5.56 300 | 1.69 384 | 9.09 405 | 3.07 136 | 2.43 356 | 7.21 338 | 2.98 350 | 17.93 380 | 16.13 381 | 8.49 273 | 16.14 334 | 5.57 224 | 4.29 210 | 12.87 422 | 3.21 295 | 0.04 293 | 0.00 1 | 0.01 256 | 0.00 1 | 0.10 178 | 0.04 85 |
|
| Patchmatch Stereo++ |  | 5.56 300 | 1.74 392 | 9.01 397 | 5.09 325 | 0.41 62 | 5.66 255 | 2.40 318 | 12.52 255 | 7.00 220 | 12.52 329 | 18.08 354 | 13.02 379 | 6.74 345 | 11.59 348 | 4.01 342 | 0.78 561 | 0.09 337 | 0.09 399 | 0.00 1 | 0.22 259 | 0.22 331 |
| Wenjia Ren, Qingmin Liao, Zhijing Shao, Xiangru Lin, Xin Yue, Yu Zhang, Zongqing Lu: Patchmatch Stereo++: Patchmatch Binocular Stereo with Continuous Disparity Optimization. ACM MM 2023 |
| iRAFT |  | 5.56 300 | 1.74 392 | 9.01 397 | 5.09 325 | 0.41 62 | 5.66 255 | 2.40 318 | 12.52 255 | 7.00 220 | 12.52 329 | 18.08 354 | 13.02 379 | 6.74 345 | 11.59 348 | 4.01 342 | 0.78 561 | 0.09 337 | 0.09 399 | 0.00 1 | 0.22 259 | 0.22 331 |
|
| raftrobust |  | 5.56 300 | 1.42 274 | 6.00 239 | 7.04 485 | 5.11 524 | 4.90 190 | 1.88 266 | 17.13 361 | 13.72 342 | 11.87 316 | 11.58 281 | 7.82 284 | 9.21 405 | 10.28 273 | 2.92 271 | 0.02 232 | 0.05 212 | 0.00 1 | 0.00 1 | 0.22 259 | 0.11 202 |
|
| 1test111 |  | 5.59 304 | 2.00 450 | 4.99 156 | 5.89 400 | 0.26 10 | 10.85 406 | 5.38 437 | 20.20 419 | 11.88 309 | 6.95 251 | 10.01 244 | 4.49 191 | 9.78 419 | 11.09 314 | 7.45 435 | 0.00 1 | 0.05 212 | 0.00 1 | 0.04 302 | 0.25 286 | 0.20 311 |
|
| xyz-stereo-finetune2 |  | 5.60 305 | 1.64 366 | 5.87 232 | 2.44 62 | 0.32 28 | 15.39 502 | 1.90 271 | 10.59 222 | 5.28 177 | 10.58 301 | 17.82 351 | 7.37 279 | 8.93 400 | 14.86 481 | 8.46 471 | 0.01 145 | 0.02 108 | 0.08 387 | 0.14 422 | 0.23 274 | 0.04 85 |
|
| test-1 |  | 5.62 306 | 1.53 317 | 14.78 549 | 7.44 504 | 1.11 204 | 7.99 356 | 1.19 142 | 13.03 273 | 12.04 313 | 9.39 285 | 15.23 321 | 11.15 343 | 5.56 288 | 7.06 146 | 3.57 309 | 0.07 351 | 0.50 582 | 0.00 1 | 0.10 398 | 0.16 229 | 0.47 439 |
|
| DeepStereo_RVC |  | 5.65 307 | 1.65 368 | 9.06 403 | 5.21 349 | 0.56 100 | 5.55 242 | 1.84 262 | 12.16 244 | 7.22 231 | 13.94 368 | 14.96 317 | 12.58 368 | 10.27 428 | 11.25 329 | 5.81 403 | 0.39 492 | 0.10 358 | 0.11 431 | 0.00 1 | 0.18 243 | 0.22 331 |
|
| HLF11 |  | 5.67 308 | 1.55 325 | 8.56 370 | 3.38 168 | 3.06 403 | 4.57 148 | 1.23 146 | 18.20 386 | 9.49 279 | 9.83 289 | 16.96 343 | 7.53 283 | 4.93 259 | 15.35 488 | 8.47 472 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.23 274 | 0.01 8 |
|
| MM-Stereo_test3 |  | 5.71 309 | 1.22 202 | 5.59 219 | 5.84 397 | 5.43 548 | 4.74 173 | 6.54 488 | 19.30 408 | 23.72 478 | 8.53 275 | 11.36 277 | 7.15 269 | 2.84 151 | 8.62 203 | 2.51 242 | 0.05 319 | 0.07 280 | 0.00 1 | 0.00 1 | 0.45 406 | 0.17 280 |
|
| EKT-Stereo |  | 5.73 310 | 1.42 274 | 7.85 326 | 7.16 493 | 5.35 544 | 5.22 216 | 4.41 409 | 18.13 385 | 14.05 345 | 8.77 279 | 12.85 297 | 9.55 316 | 4.26 209 | 11.19 325 | 2.45 239 | 0.45 506 | 0.23 496 | 0.07 376 | 0.10 398 | 0.16 229 | 0.87 515 |
|
| NRIStereo |  | 5.73 310 | 1.67 375 | 8.42 360 | 5.72 387 | 0.41 62 | 6.71 324 | 2.60 330 | 14.73 313 | 10.71 298 | 12.39 326 | 15.07 318 | 11.58 348 | 6.23 320 | 12.06 377 | 4.78 367 | 0.61 538 | 0.17 449 | 0.11 431 | 0.00 1 | 0.28 311 | 0.27 366 |
|
| rvit_0105_6 |  | 5.74 312 | 2.76 514 | 14.29 540 | 9.83 576 | 1.73 288 | 5.18 214 | 5.24 432 | 10.21 210 | 20.31 431 | 6.26 240 | 6.78 197 | 10.10 327 | 6.43 331 | 11.20 327 | 3.33 301 | 0.18 404 | 0.29 529 | 0.00 1 | 0.00 1 | 0.51 440 | 0.14 241 |
|
| RAFT-Test |  | 5.75 313 | 1.32 242 | 6.77 275 | 4.07 231 | 1.71 286 | 9.95 381 | 1.56 193 | 15.78 339 | 8.34 261 | 12.73 343 | 23.83 444 | 11.80 352 | 4.69 241 | 8.99 228 | 2.57 245 | 0.01 145 | 0.29 529 | 0.00 1 | 0.38 547 | 0.16 229 | 0.07 150 |
|
| Selective-RAFT |  | 5.78 314 | 0.83 77 | 10.24 463 | 6.70 468 | 0.72 146 | 15.49 507 | 1.13 138 | 13.82 301 | 15.41 366 | 6.97 255 | 6.97 206 | 11.63 349 | 8.27 385 | 12.32 392 | 4.73 365 | 0.10 365 | 0.01 47 | 0.00 1 | 0.26 498 | 0.07 126 | 0.03 55 |
|
| SMOE |  | 5.86 315 | 1.15 183 | 5.68 222 | 4.41 272 | 0.90 178 | 13.49 461 | 6.83 500 | 17.46 366 | 11.25 305 | 11.53 313 | 14.89 316 | 9.61 317 | 7.48 364 | 6.40 124 | 2.77 260 | 0.23 437 | 0.01 47 | 2.36 632 | 0.05 330 | 0.45 406 | 0.34 397 |
|
| 11t1 |  | 5.86 315 | 1.10 164 | 7.74 324 | 5.18 343 | 1.44 253 | 13.82 468 | 2.36 310 | 14.92 316 | 7.26 234 | 12.98 350 | 11.10 273 | 11.24 344 | 9.30 407 | 11.59 348 | 6.54 415 | 0.10 365 | 0.16 444 | 0.00 1 | 0.01 207 | 0.18 243 | 0.23 342 |
|
| s12784h |  | 5.87 317 | 0.88 98 | 4.11 110 | 3.01 132 | 0.51 89 | 18.49 560 | 0.98 128 | 18.89 400 | 17.60 402 | 12.52 329 | 12.46 293 | 7.87 287 | 5.01 265 | 11.05 312 | 3.13 290 | 0.73 555 | 0.01 47 | 0.04 330 | 0.00 1 | 0.07 126 | 0.01 8 |
|
| H2IRNET |  | 5.89 318 | 1.14 177 | 6.65 264 | 4.13 240 | 2.24 342 | 4.15 116 | 0.73 102 | 12.10 243 | 13.21 332 | 7.09 256 | 20.45 396 | 15.74 426 | 10.74 436 | 10.36 276 | 7.84 451 | 0.06 340 | 0.00 1 | 0.07 376 | 0.53 578 | 0.37 377 | 0.16 271 |
|
| anonymousdsp2 |  | 5.93 319 | 1.54 322 | 8.34 352 | 4.43 277 | 0.38 57 | 9.24 376 | 4.11 396 | 21.92 447 | 17.36 397 | 12.28 324 | 10.08 251 | 10.05 324 | 4.42 215 | 11.04 310 | 2.54 244 | 0.01 145 | 0.02 108 | 0.30 524 | 0.18 441 | 0.21 256 | 0.18 290 |
|
| GMStereo |   | 5.94 320 | 3.84 555 | 10.86 479 | 5.13 335 | 0.71 137 | 7.27 341 | 2.66 335 | 12.38 248 | 25.14 495 | 12.01 321 | 10.66 263 | 5.12 209 | 3.46 174 | 11.39 335 | 6.16 411 | 0.45 506 | 0.02 108 | 0.05 341 | 0.31 524 | 0.86 518 | 0.25 356 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| S0 |  | 5.95 321 | 1.20 197 | 5.32 184 | 4.51 280 | 2.78 383 | 18.26 555 | 13.84 614 | 12.84 266 | 7.10 229 | 11.37 311 | 13.26 300 | 8.10 293 | 5.94 304 | 8.70 210 | 2.58 246 | 1.95 616 | 0.27 523 | 0.15 459 | 0.07 362 | 0.45 406 | 0.20 311 |
|
| RALCasStereoNet |  | 5.95 321 | 2.02 460 | 7.09 291 | 7.06 486 | 5.10 523 | 6.36 309 | 5.44 443 | 13.97 302 | 13.25 334 | 9.93 290 | 17.45 347 | 10.37 330 | 3.89 192 | 11.64 353 | 4.24 350 | 0.02 232 | 0.46 573 | 0.10 418 | 0.00 1 | 0.20 251 | 0.31 387 |
|
| GMOStereo |  | 5.97 323 | 1.55 325 | 7.18 292 | 5.17 338 | 0.71 137 | 5.54 238 | 2.21 297 | 10.54 218 | 12.86 323 | 18.29 479 | 22.01 422 | 17.06 446 | 6.27 322 | 6.62 131 | 2.43 234 | 0.00 1 | 0.23 496 | 0.12 435 | 0.00 1 | 0.46 412 | 0.10 184 |
|
| error version |  | 5.97 323 | 1.55 325 | 7.18 292 | 5.17 338 | 0.71 137 | 5.54 238 | 2.21 297 | 10.54 218 | 12.86 323 | 18.29 479 | 22.01 422 | 17.06 446 | 6.27 322 | 6.62 131 | 2.43 234 | 0.00 1 | 0.23 496 | 0.12 435 | 0.00 1 | 0.46 412 | 0.10 184 |
|
| test-v |  | 5.97 323 | 1.55 325 | 7.18 292 | 5.17 338 | 0.71 137 | 5.54 238 | 2.21 297 | 10.54 218 | 12.86 323 | 18.29 479 | 22.01 422 | 17.06 446 | 6.27 322 | 6.62 131 | 2.43 234 | 0.00 1 | 0.23 496 | 0.12 435 | 0.00 1 | 0.46 412 | 0.10 184 |
|
| test-2 |  | 5.97 323 | 1.55 325 | 7.18 292 | 5.17 338 | 0.71 137 | 5.54 238 | 2.21 297 | 10.54 218 | 12.86 323 | 18.29 479 | 22.01 422 | 17.06 446 | 6.27 322 | 6.62 131 | 2.43 234 | 0.00 1 | 0.23 496 | 0.12 435 | 0.00 1 | 0.46 412 | 0.10 184 |
|
| xx1 |  | 5.99 327 | 2.00 450 | 4.99 156 | 5.89 400 | 0.26 10 | 10.85 406 | 5.38 437 | 17.84 375 | 15.48 369 | 6.95 251 | 10.01 244 | 16.02 433 | 11.15 448 | 10.79 295 | 1.59 154 | 0.00 1 | 0.05 212 | 0.02 287 | 0.05 330 | 0.25 286 | 0.20 311 |
|
| rafts_anoy |  | 6.02 328 | 1.67 375 | 6.27 255 | 6.53 454 | 4.98 513 | 5.30 222 | 2.53 325 | 13.77 298 | 21.01 439 | 12.70 342 | 16.23 336 | 8.56 299 | 5.65 294 | 9.09 233 | 5.22 386 | 0.04 293 | 0.31 536 | 0.09 399 | 0.03 278 | 0.25 286 | 0.17 280 |
|
| TestStereo |  | 6.02 328 | 2.55 506 | 7.33 304 | 5.57 372 | 1.68 285 | 6.05 295 | 1.78 251 | 13.73 295 | 16.40 386 | 10.87 306 | 23.79 443 | 9.00 305 | 5.63 293 | 11.26 330 | 3.96 337 | 0.09 358 | 0.01 47 | 0.00 1 | 0.00 1 | 0.69 490 | 0.01 8 |
|
| Any-RAFT |  | 6.04 330 | 1.16 185 | 4.52 130 | 4.47 278 | 1.20 220 | 10.46 390 | 1.97 282 | 21.84 442 | 15.52 371 | 11.21 310 | 19.37 375 | 13.34 388 | 4.72 248 | 8.65 207 | 2.03 202 | 0.01 145 | 0.19 464 | 0.00 1 | 0.00 1 | 0.04 78 | 0.08 165 |
|
| iRaft-Stereo_20w |  | 6.06 331 | 1.84 424 | 12.04 499 | 4.23 250 | 1.67 282 | 6.77 328 | 2.22 301 | 18.73 395 | 6.08 197 | 14.72 382 | 10.33 257 | 13.42 393 | 8.14 382 | 15.88 504 | 3.08 287 | 0.01 145 | 0.24 507 | 0.13 447 | 0.39 550 | 0.61 473 | 0.71 492 |
|
| DCRE |  | 6.07 332 | 1.75 401 | 8.41 359 | 7.20 494 | 3.82 441 | 6.48 313 | 4.18 404 | 15.52 331 | 10.42 292 | 9.24 283 | 22.47 432 | 11.71 351 | 5.46 282 | 10.62 286 | 3.02 279 | 0.02 232 | 0.26 519 | 0.05 341 | 0.30 519 | 0.15 218 | 0.24 349 |
|
| XX-Stereo |  | 6.14 333 | 1.47 290 | 9.11 406 | 11.87 624 | 6.76 596 | 3.27 79 | 0.93 123 | 15.13 320 | 5.43 182 | 8.79 281 | 28.46 498 | 13.71 397 | 2.22 121 | 11.51 340 | 2.07 206 | 0.20 416 | 0.24 507 | 0.08 387 | 0.29 512 | 1.04 532 | 0.13 230 |
|
| AFF-stereo |  | 6.17 334 | 1.61 354 | 7.02 288 | 4.08 234 | 0.64 117 | 3.53 94 | 0.76 106 | 16.00 344 | 13.14 330 | 12.86 344 | 25.42 460 | 15.67 425 | 7.86 374 | 11.12 317 | 3.21 295 | 0.02 232 | 0.06 251 | 0.00 1 | 0.00 1 | 0.40 392 | 0.08 165 |
|
| knoymous |  | 6.19 335 | 1.49 303 | 4.49 128 | 3.81 218 | 1.87 310 | 5.84 271 | 5.76 451 | 14.51 306 | 14.18 348 | 13.31 358 | 21.59 418 | 12.64 369 | 6.49 334 | 12.41 397 | 4.03 344 | 0.12 378 | 0.13 409 | 0.12 435 | 0.00 1 | 0.71 495 | 0.35 403 |
|
| TRStereo |  | 6.22 336 | 6.09 595 | 11.30 484 | 9.19 555 | 7.41 614 | 4.75 175 | 1.74 236 | 19.70 411 | 11.74 307 | 10.61 302 | 8.65 224 | 10.67 333 | 3.22 163 | 13.81 458 | 3.60 312 | 0.31 467 | 0.23 496 | 0.12 435 | 0.36 540 | 0.48 422 | 0.38 411 |
|
| AnonymousM |  | 6.33 337 | 11.42 645 | 3.06 30 | 3.93 226 | 1.49 260 | 4.54 144 | 3.29 361 | 11.00 229 | 7.70 243 | 16.52 435 | 9.38 239 | 9.07 306 | 3.97 195 | 7.10 147 | 3.01 276 | 0.43 502 | 0.07 280 | 22.69 690 | 7.67 676 | 0.06 101 | 0.21 323 |
|
| AIO-test1 |  | 6.38 338 | 1.41 273 | 5.70 224 | 9.77 572 | 5.61 555 | 9.09 372 | 1.79 252 | 21.63 440 | 20.69 435 | 6.75 245 | 17.68 349 | 8.19 294 | 4.99 263 | 10.38 277 | 3.16 291 | 0.01 145 | 0.01 47 | 0.00 1 | 0.13 416 | 0.28 311 | 0.26 360 |
|
| MyStereo06 |  | 6.40 339 | 1.76 407 | 13.15 514 | 6.19 432 | 4.40 482 | 7.09 335 | 9.95 557 | 16.68 355 | 6.98 219 | 12.91 345 | 10.76 270 | 17.84 467 | 5.71 296 | 9.97 266 | 3.39 304 | 0.06 340 | 0.10 358 | 0.02 287 | 0.04 302 | 0.73 501 | 0.29 376 |
|
| DCANet-4 |  | 6.41 340 | 1.02 137 | 9.66 436 | 3.41 170 | 0.68 126 | 4.73 168 | 1.70 218 | 17.70 371 | 24.33 488 | 15.10 393 | 20.25 390 | 6.45 251 | 8.65 391 | 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 | 1.29 230 | 6.76 274 | 3.95 227 | 2.25 343 | 10.49 392 | 2.53 325 | 15.11 319 | 17.60 402 | 9.77 288 | 12.91 298 | 15.25 421 | 12.04 473 | 11.58 345 | 5.11 381 | 0.14 385 | 0.24 507 | 0.13 447 | 0.03 278 | 0.61 473 | 0.69 487 |
|
| DisPM |  | 6.43 342 | 1.31 238 | 8.36 354 | 6.61 463 | 1.06 198 | 5.83 269 | 3.82 388 | 13.04 274 | 11.63 306 | 16.38 430 | 23.88 446 | 12.80 373 | 6.50 335 | 13.03 436 | 3.04 281 | 0.51 521 | 0.01 47 | 0.08 387 | 0.15 431 | 0.10 178 | 0.42 424 |
|
| Lsterematch |  | 6.44 343 | 1.75 401 | 6.90 282 | 3.57 195 | 0.63 115 | 8.44 365 | 1.54 187 | 12.51 253 | 16.89 390 | 16.22 425 | 25.52 462 | 9.64 319 | 4.42 215 | 12.06 377 | 7.98 456 | 0.00 1 | 0.04 173 | 0.00 1 | 0.00 1 | 0.29 319 | 0.31 387 |
|
| DCANet |  | 6.46 344 | 1.59 345 | 7.28 299 | 3.51 186 | 0.68 126 | 4.77 181 | 1.75 239 | 15.33 325 | 23.62 473 | 15.55 409 | 20.73 403 | 7.31 276 | 11.56 463 | 8.83 220 | 5.26 388 | 0.00 1 | 0.05 212 | 0.00 1 | 0.00 1 | 0.26 297 | 1.11 539 |
|
| S |  | 6.47 345 | 1.14 177 | 6.16 247 | 3.77 216 | 5.27 537 | 15.96 515 | 7.30 516 | 15.06 317 | 16.00 380 | 13.40 363 | 17.00 344 | 6.36 247 | 8.81 397 | 7.41 158 | 3.32 300 | 0.22 427 | 0.07 280 | 0.59 556 | 0.41 554 | 0.53 448 | 0.57 464 |
|
| RALAANet |  | 6.49 346 | 2.49 502 | 9.69 441 | 7.09 487 | 4.98 513 | 6.23 300 | 1.68 213 | 19.90 416 | 14.26 349 | 15.04 392 | 14.56 310 | 12.69 371 | 4.38 213 | 12.91 426 | 3.07 284 | 0.02 232 | 0.07 280 | 0.00 1 | 0.10 398 | 0.51 440 | 0.15 262 |
|
| Pruner-Stereo |  | 6.59 347 | 1.51 311 | 8.71 379 | 6.34 441 | 0.85 167 | 5.66 255 | 4.15 399 | 13.74 296 | 11.02 299 | 18.11 474 | 22.09 427 | 15.86 429 | 5.80 299 | 11.75 360 | 5.15 383 | 0.60 534 | 0.02 108 | 0.18 474 | 0.10 398 | 0.07 126 | 0.16 271 |
|
| sAnonymous2 |  | 6.59 347 | 6.21 597 | 19.05 593 | 8.91 545 | 5.27 537 | 4.58 150 | 6.69 494 | 15.56 332 | 11.12 302 | 4.86 211 | 8.71 227 | 3.81 173 | 7.93 375 | 7.38 156 | 2.89 267 | 0.09 358 | 0.07 280 | 0.05 341 | 0.28 508 | 11.25 670 | 7.10 657 |
|
| CroCo_RVC |  | 6.59 347 | 6.21 597 | 19.05 593 | 8.91 545 | 5.27 537 | 4.58 150 | 6.69 494 | 15.56 332 | 11.12 302 | 4.86 211 | 8.71 227 | 3.81 173 | 7.93 375 | 7.38 156 | 2.89 267 | 0.09 358 | 0.07 280 | 0.05 341 | 0.28 508 | 11.25 670 | 7.10 657 |
|
| SST-Stereo |  | 6.60 350 | 1.46 288 | 8.37 355 | 6.68 466 | 0.77 154 | 6.01 290 | 1.93 275 | 14.68 312 | 9.24 275 | 19.09 497 | 20.43 395 | 16.86 444 | 8.59 390 | 13.49 448 | 3.80 326 | 0.22 427 | 0.05 212 | 0.13 447 | 0.00 1 | 0.08 143 | 0.05 117 |
|
| PSM-softLoss |  | 6.61 351 | 1.60 349 | 9.42 423 | 6.48 449 | 0.88 172 | 5.65 250 | 2.04 289 | 22.64 452 | 8.77 265 | 13.95 369 | 22.11 429 | 13.01 377 | 5.22 276 | 12.73 416 | 6.05 406 | 0.49 515 | 0.06 251 | 0.27 508 | 0.56 581 | 0.16 229 | 0.06 132 |
|
| KMStereo |  | 6.61 351 | 1.60 349 | 9.42 423 | 6.48 449 | 0.88 172 | 5.65 250 | 2.04 289 | 22.64 452 | 8.77 265 | 13.95 369 | 22.11 429 | 13.01 377 | 5.22 276 | 12.73 416 | 6.05 406 | 0.49 515 | 0.06 251 | 0.27 508 | 0.56 581 | 0.16 229 | 0.06 132 |
|
| ADStereo(finetuned) |  | 6.68 353 | 1.59 345 | 9.70 442 | 3.49 181 | 0.68 126 | 4.79 182 | 1.75 239 | 15.33 325 | 23.64 474 | 15.56 410 | 20.68 398 | 7.30 275 | 13.85 510 | 8.71 211 | 5.17 384 | 0.00 1 | 0.05 212 | 0.00 1 | 0.00 1 | 0.25 286 | 1.05 534 |
|
| PFNet+ |  | 6.68 353 | 1.40 269 | 9.60 429 | 5.64 375 | 0.85 167 | 5.79 268 | 1.74 236 | 13.63 289 | 15.30 363 | 17.88 467 | 21.38 415 | 14.52 408 | 6.07 311 | 12.74 418 | 4.89 375 | 0.63 543 | 0.20 470 | 0.11 431 | 0.30 519 | 0.05 94 | 0.91 521 |
|
| rvit_0105_4 |  | 6.69 355 | 2.81 516 | 15.46 553 | 10.22 588 | 1.58 269 | 5.99 285 | 5.81 452 | 13.77 298 | 23.65 475 | 7.16 257 | 9.46 240 | 12.64 369 | 7.78 372 | 12.03 370 | 3.83 329 | 0.19 408 | 0.47 575 | 0.00 1 | 0.01 207 | 0.60 471 | 0.37 408 |
|
| raft+_RVC |  | 6.69 355 | 1.61 354 | 5.57 215 | 6.37 442 | 4.62 497 | 6.51 316 | 6.18 471 | 20.39 426 | 23.38 470 | 10.62 304 | 17.82 351 | 9.89 322 | 5.65 294 | 10.70 290 | 3.67 318 | 0.00 1 | 0.14 426 | 0.00 1 | 0.00 1 | 0.34 364 | 0.27 366 |
|
| NF-Stereo |  | 6.72 357 | 1.59 345 | 8.93 385 | 6.60 461 | 0.73 151 | 6.27 304 | 3.38 368 | 20.21 425 | 18.01 408 | 13.22 357 | 19.46 379 | 11.82 353 | 6.16 316 | 12.39 396 | 4.74 366 | 0.33 470 | 0.06 251 | 0.20 485 | 0.23 476 | 0.08 143 | 0.05 117 |
|
| RE-Stereo |  | 6.73 358 | 1.58 342 | 8.94 387 | 6.59 458 | 0.71 137 | 6.27 304 | 3.51 373 | 20.20 419 | 17.99 406 | 13.21 354 | 19.46 379 | 11.94 357 | 6.20 318 | 12.34 393 | 4.79 370 | 0.34 474 | 0.05 212 | 0.20 485 | 0.23 476 | 0.09 154 | 0.05 117 |
|
| TVStereo |  | 6.73 358 | 1.58 342 | 8.94 387 | 6.59 458 | 0.71 137 | 6.27 304 | 3.51 373 | 20.20 419 | 17.99 406 | 13.21 354 | 19.46 379 | 11.94 357 | 6.20 318 | 12.34 393 | 4.79 370 | 0.34 474 | 0.05 212 | 0.20 485 | 0.23 476 | 0.09 154 | 0.05 117 |
|
| OCTAStereo |  | 6.74 360 | 1.59 345 | 8.96 392 | 6.60 461 | 0.72 146 | 6.25 301 | 3.50 371 | 20.20 419 | 18.03 409 | 13.21 354 | 19.45 377 | 12.07 365 | 6.16 316 | 12.36 395 | 4.78 367 | 0.35 477 | 0.06 251 | 0.20 485 | 0.23 476 | 0.09 154 | 0.05 117 |
|
| DIP-Stereo |  | 6.74 360 | 1.93 440 | 10.02 459 | 4.28 261 | 1.64 279 | 13.54 462 | 1.52 183 | 15.16 321 | 6.63 210 | 14.30 377 | 26.81 479 | 10.90 336 | 5.19 274 | 14.78 480 | 7.56 439 | 0.00 1 | 0.06 251 | 0.05 341 | 0.00 1 | 0.17 240 | 0.17 280 |
| Zihua Zheng, Ni Nie, Zhi Ling, Pengfei Xiong, Jiangyu Liu, Hao Wang, Jiankun Li: DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow. cvpr2022 |
| MIPNet |  | 6.75 362 | 1.67 375 | 12.34 501 | 4.67 292 | 1.47 255 | 10.01 383 | 2.24 303 | 26.43 497 | 17.22 393 | 14.72 382 | 12.75 294 | 7.02 266 | 9.68 417 | 8.44 194 | 5.26 388 | 0.01 145 | 0.04 173 | 0.05 341 | 0.09 385 | 0.35 368 | 0.55 458 |
|
| TestStereo_HL3 |  | 6.76 363 | 1.13 174 | 9.61 430 | 3.71 208 | 1.99 323 | 10.46 390 | 6.01 465 | 13.68 290 | 8.31 258 | 12.97 349 | 33.03 572 | 12.44 367 | 8.03 380 | 11.04 310 | 2.39 232 | 0.11 372 | 0.05 212 | 0.01 256 | 0.01 207 | 0.09 154 | 0.06 132 |
|
| RAFT-345 |  | 6.79 364 | 1.29 230 | 6.80 277 | 5.06 321 | 0.91 180 | 5.61 247 | 3.32 367 | 13.36 283 | 10.17 290 | 13.73 365 | 43.66 649 | 9.12 308 | 5.38 281 | 12.29 391 | 4.44 356 | 0.32 468 | 0.05 212 | 0.09 399 | 0.06 351 | 0.06 101 | 0.03 55 |
|
| x |  | 6.80 365 | 1.36 255 | 6.94 284 | 4.58 288 | 1.88 311 | 10.78 402 | 4.55 414 | 19.79 414 | 10.62 295 | 12.69 341 | 19.54 382 | 14.87 414 | 10.11 425 | 9.52 246 | 8.03 460 | 0.07 351 | 0.15 433 | 0.04 330 | 0.04 302 | 0.24 281 | 0.22 331 |
|
| PAM_32 |  | 6.82 366 | 1.73 389 | 14.16 535 | 5.34 361 | 1.47 255 | 13.84 469 | 0.88 119 | 14.75 314 | 6.34 203 | 14.22 375 | 9.14 234 | 24.94 552 | 11.87 469 | 12.50 406 | 2.79 263 | 0.14 385 | 0.27 523 | 0.09 399 | 0.42 558 | 0.54 451 | 0.89 517 |
|
| fff |  | 6.83 367 | 1.55 325 | 7.28 299 | 3.56 189 | 0.32 28 | 4.73 168 | 1.70 218 | 15.75 336 | 31.87 557 | 15.11 394 | 20.25 390 | 6.90 262 | 12.80 489 | 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 | 7.28 299 | 3.56 189 | 0.32 28 | 4.73 168 | 1.70 218 | 15.75 336 | 31.87 557 | 15.11 394 | 20.25 390 | 6.90 262 | 12.80 489 | 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 | 7.28 299 | 3.56 189 | 0.32 28 | 4.73 168 | 1.70 218 | 15.75 336 | 31.87 557 | 15.11 394 | 20.25 390 | 6.90 262 | 12.80 489 | 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 | 5.75 226 | 6.11 427 | 1.20 220 | 11.62 421 | 2.60 330 | 13.70 293 | 14.15 347 | 16.58 437 | 29.44 511 | 14.00 401 | 5.86 301 | 10.87 304 | 3.69 319 | 0.00 1 | 0.07 280 | 0.13 447 | 0.00 1 | 0.35 368 | 0.28 371 |
|
| UGAM-zero |  | 6.91 371 | 1.47 290 | 13.65 526 | 4.24 252 | 1.67 282 | 5.51 234 | 0.72 101 | 17.44 365 | 6.74 212 | 14.56 378 | 15.84 328 | 24.16 540 | 14.20 519 | 12.79 419 | 3.96 337 | 0.00 1 | 0.22 488 | 0.02 287 | 0.58 583 | 0.14 210 | 0.27 366 |
|
| RAFT_R40 |  | 6.91 371 | 1.53 317 | 8.45 363 | 6.79 474 | 0.77 154 | 5.86 276 | 3.82 388 | 14.85 315 | 14.53 353 | 18.05 473 | 20.03 387 | 17.06 446 | 8.69 392 | 13.40 445 | 3.84 331 | 0.14 385 | 0.02 108 | 0.14 452 | 0.00 1 | 0.09 154 | 0.05 117 |
|
| SME |  | 6.92 373 | 2.49 502 | 5.22 175 | 5.77 390 | 1.73 288 | 21.26 579 | 4.16 400 | 17.28 364 | 15.47 368 | 11.84 315 | 16.16 335 | 7.82 284 | 10.32 429 | 11.72 357 | 5.18 385 | 0.80 567 | 0.00 1 | 0.05 341 | 0.07 362 | 0.87 520 | 0.22 331 |
|
| OMP-Stereo |  | 6.93 374 | 2.57 508 | 9.03 401 | 10.63 597 | 1.72 287 | 4.89 187 | 1.91 272 | 17.84 375 | 15.56 372 | 16.69 441 | 14.16 306 | 17.70 464 | 7.33 361 | 12.93 427 | 4.83 373 | 0.24 443 | 0.03 149 | 0.06 364 | 0.02 251 | 0.19 247 | 0.39 414 |
|
| PAM |  | 6.94 375 | 1.65 368 | 14.88 550 | 5.38 363 | 1.98 322 | 14.76 491 | 1.28 150 | 14.54 308 | 6.77 213 | 15.52 407 | 9.10 232 | 24.15 539 | 11.60 465 | 12.46 403 | 2.33 228 | 0.04 293 | 0.28 528 | 0.07 376 | 0.42 558 | 0.57 464 | 0.99 529 |
|
| qqq |  | 6.96 376 | 1.40 269 | 8.15 346 | 4.50 279 | 1.03 191 | 8.55 366 | 6.93 505 | 20.20 419 | 11.88 309 | 12.00 320 | 18.19 361 | 16.02 433 | 11.15 448 | 11.09 314 | 7.45 435 | 0.06 340 | 0.13 409 | 0.02 287 | 0.05 330 | 0.25 286 | 0.20 311 |
|
| AIO-test2 |  | 7.01 377 | 2.23 487 | 6.87 279 | 8.42 537 | 5.28 540 | 9.03 371 | 5.32 434 | 25.92 490 | 23.54 471 | 6.78 247 | 20.55 397 | 5.25 215 | 3.58 184 | 9.56 248 | 2.50 241 | 3.96 646 | 0.04 173 | 0.03 307 | 0.47 570 | 0.56 462 | 0.33 393 |
|
| MIM_Stereo |  | 7.02 378 | 1.55 325 | 10.78 476 | 4.17 242 | 0.58 103 | 5.25 219 | 1.32 157 | 19.03 401 | 12.59 322 | 16.74 443 | 28.83 501 | 13.20 385 | 5.53 286 | 12.89 424 | 7.11 427 | 0.00 1 | 0.23 496 | 0.00 1 | 0.01 207 | 0.38 384 | 0.28 371 |
|
| R-Stereo Train |  | 7.04 379 | 1.34 250 | 7.89 329 | 6.23 434 | 2.30 346 | 7.51 345 | 5.54 445 | 23.96 464 | 6.94 217 | 16.26 427 | 33.57 581 | 12.04 362 | 5.61 289 | 7.67 165 | 3.74 321 | 0.01 145 | 0.05 212 | 0.01 256 | 0.00 1 | 0.10 178 | 0.12 213 |
|
| RAFT-Stereo |   | 7.04 379 | 1.34 250 | 7.89 329 | 6.23 434 | 2.30 346 | 7.51 345 | 5.54 445 | 23.96 464 | 6.94 217 | 16.26 427 | 33.57 581 | 12.04 362 | 5.61 289 | 7.67 165 | 3.74 321 | 0.01 145 | 0.05 212 | 0.01 256 | 0.00 1 | 0.10 178 | 0.12 213 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| ACRE |  | 7.07 381 | 2.38 494 | 13.26 515 | 7.36 499 | 4.86 504 | 10.28 386 | 4.40 407 | 15.51 330 | 13.69 341 | 17.22 453 | 19.23 374 | 8.00 290 | 4.20 206 | 10.64 287 | 8.50 473 | 0.33 470 | 0.32 539 | 0.03 307 | 0.14 422 | 0.37 377 | 0.77 502 |
|
| MyStereo8 |  | 7.13 382 | 2.48 500 | 10.86 479 | 6.81 476 | 4.98 513 | 10.73 399 | 1.42 167 | 14.58 310 | 9.73 281 | 15.75 412 | 23.16 438 | 12.17 366 | 7.96 378 | 9.85 260 | 10.21 502 | 0.04 293 | 0.19 464 | 0.08 387 | 0.21 464 | 0.58 468 | 0.82 506 |
|
| IPLGR |  | 7.14 383 | 1.31 238 | 13.14 513 | 4.24 252 | 1.15 215 | 9.78 380 | 0.98 128 | 23.98 466 | 21.70 452 | 16.22 425 | 18.43 362 | 8.45 298 | 7.66 366 | 9.26 239 | 5.45 396 | 0.21 421 | 0.05 212 | 0.04 330 | 0.06 351 | 0.32 350 | 0.38 411 |
|
| CIPLG |  | 7.15 384 | 2.44 497 | 12.82 508 | 7.38 500 | 4.93 508 | 10.51 393 | 4.56 415 | 15.17 322 | 13.25 334 | 17.45 458 | 19.75 383 | 8.42 297 | 4.60 237 | 11.41 336 | 8.31 467 | 0.33 470 | 0.32 539 | 0.03 307 | 0.14 422 | 0.37 377 | 0.72 494 |
|
| AIO-Stereo-zeroshot |   | 7.16 385 | 3.12 533 | 14.04 533 | 4.74 295 | 6.89 603 | 6.58 320 | 0.68 94 | 21.97 448 | 9.36 278 | 10.84 305 | 17.38 345 | 17.36 460 | 9.24 406 | 12.45 402 | 4.44 356 | 0.04 293 | 0.24 507 | 0.10 418 | 1.00 612 | 1.36 555 | 1.43 558 |
|
| IPLGR_C |  | 7.16 385 | 2.48 500 | 12.98 511 | 7.52 509 | 4.91 507 | 10.56 394 | 4.59 417 | 15.63 335 | 14.12 346 | 17.42 456 | 18.87 370 | 8.00 290 | 4.59 236 | 10.76 294 | 8.81 477 | 0.32 468 | 0.32 539 | 0.03 307 | 0.13 416 | 0.36 370 | 0.76 499 |
|
| IPLG |  | 7.20 387 | 1.43 278 | 12.55 505 | 5.17 338 | 4.32 477 | 11.11 415 | 1.48 171 | 21.79 441 | 15.10 359 | 19.16 498 | 20.23 389 | 5.26 216 | 5.61 289 | 11.68 354 | 8.14 463 | 0.05 319 | 0.06 251 | 0.03 307 | 0.07 362 | 0.33 358 | 0.50 448 |
|
| StereoVision |  | 7.21 388 | 2.17 480 | 9.29 415 | 9.43 559 | 3.91 446 | 5.09 210 | 1.91 272 | 20.04 417 | 17.37 398 | 8.57 276 | 29.59 514 | 11.08 340 | 6.76 349 | 12.44 398 | 4.71 364 | 0.54 525 | 0.05 212 | 0.16 467 | 0.03 278 | 0.82 514 | 0.30 379 |
|
| 111 |  | 7.26 389 | 1.65 368 | 7.28 299 | 3.56 189 | 0.32 28 | 10.76 400 | 3.53 376 | 20.55 428 | 27.51 521 | 10.07 293 | 16.62 339 | 14.30 403 | 9.53 415 | 12.02 369 | 5.87 404 | 0.14 385 | 0.01 47 | 0.00 1 | 0.00 1 | 0.31 340 | 1.14 543 |
|
| HHNet |  | 7.39 390 | 1.75 401 | 7.24 297 | 3.26 154 | 3.18 406 | 5.04 206 | 6.40 481 | 19.04 402 | 15.70 374 | 20.71 528 | 32.13 559 | 10.69 334 | 5.91 302 | 10.45 280 | 4.60 362 | 0.40 495 | 0.07 280 | 0.21 490 | 0.13 416 | 0.54 451 | 0.41 421 |
|
| ASMatch |  | 7.40 391 | 1.42 274 | 8.49 367 | 5.09 325 | 2.00 325 | 4.74 173 | 2.62 332 | 16.54 353 | 13.17 331 | 17.08 448 | 34.75 589 | 13.13 384 | 10.33 431 | 12.04 373 | 4.82 372 | 0.05 319 | 0.24 507 | 0.21 490 | 0.17 439 | 0.16 229 | 0.97 525 |
|
| IIG-Stereo |  | 7.41 392 | 2.13 478 | 8.55 369 | 10.02 582 | 1.76 293 | 6.82 329 | 1.53 185 | 17.17 362 | 15.84 378 | 18.74 492 | 20.30 394 | 18.01 471 | 8.39 387 | 12.89 424 | 5.22 386 | 0.27 456 | 0.03 149 | 0.03 307 | 0.00 1 | 0.16 229 | 0.30 379 |
|
| RAFT+CT+SA |  | 7.44 393 | 1.46 288 | 6.46 260 | 10.73 600 | 3.34 415 | 4.70 165 | 7.45 520 | 16.45 350 | 25.89 503 | 10.18 296 | 27.15 484 | 7.27 274 | 8.00 379 | 15.11 483 | 3.19 294 | 0.02 232 | 0.00 1 | 0.18 474 | 0.46 569 | 0.30 328 | 0.47 439 |
|
| LCNet |  | 7.52 394 | 1.23 207 | 5.35 187 | 6.42 447 | 1.29 230 | 9.27 377 | 5.64 448 | 17.85 377 | 10.63 296 | 16.54 436 | 24.54 451 | 14.85 413 | 11.29 452 | 11.74 359 | 3.88 332 | 0.02 232 | 0.02 108 | 0.22 494 | 2.04 638 | 0.90 526 | 6.76 650 |
|
| rvit_0105_5 |  | 7.60 395 | 3.13 534 | 16.37 567 | 9.97 581 | 1.59 271 | 7.41 343 | 6.27 473 | 17.78 374 | 25.62 500 | 10.30 298 | 10.39 258 | 14.79 412 | 8.95 401 | 12.51 407 | 4.87 374 | 0.17 401 | 0.42 559 | 0.00 1 | 0.11 408 | 0.62 476 | 0.71 492 |
|
| IGEV-BASED-STEREO- |  | 7.61 396 | 27.25 686 | 41.87 662 | 2.73 95 | 0.41 62 | 4.25 125 | 1.50 176 | 6.63 97 | 3.87 132 | 4.31 189 | 3.78 104 | 2.48 134 | 1.39 84 | 5.67 104 | 1.56 152 | 25.09 696 | 0.05 212 | 0.01 256 | 0.08 371 | 4.67 628 | 14.58 686 |
|
| TestStereo1 |  | 7.62 397 | 1.62 360 | 7.60 313 | 10.47 593 | 1.86 306 | 4.76 176 | 2.48 322 | 19.73 412 | 22.33 459 | 16.79 444 | 26.02 467 | 9.33 311 | 9.30 407 | 15.92 507 | 3.37 302 | 0.01 145 | 0.02 108 | 0.02 287 | 0.05 330 | 0.55 455 | 0.28 371 |
|
| SA-5K |  | 7.62 397 | 1.62 360 | 7.60 313 | 10.47 593 | 1.86 306 | 4.76 176 | 2.48 322 | 19.73 412 | 22.33 459 | 16.79 444 | 26.02 467 | 9.33 311 | 9.30 407 | 15.92 507 | 3.37 302 | 0.01 145 | 0.02 108 | 0.02 287 | 0.05 330 | 0.55 455 | 0.28 371 |
|
| Select-FE |  | 7.63 399 | 3.47 542 | 20.76 608 | 6.30 438 | 3.70 433 | 4.03 113 | 0.92 122 | 18.82 397 | 5.95 193 | 12.56 338 | 23.32 439 | 19.63 496 | 12.90 492 | 13.98 462 | 3.39 304 | 0.09 358 | 0.51 586 | 0.05 341 | 0.70 591 | 0.29 319 | 1.21 550 |
|
| FACV-RUCA |  | 7.66 400 | 1.94 441 | 9.40 422 | 7.72 518 | 6.03 576 | 12.99 451 | 3.10 356 | 19.47 409 | 18.51 414 | 12.27 322 | 18.43 362 | 8.28 295 | 10.16 426 | 11.38 334 | 5.62 398 | 0.36 479 | 0.62 599 | 4.36 649 | 0.30 519 | 1.72 569 | 0.55 458 |
|
| test_sample1 |  | 7.66 400 | 1.26 220 | 8.87 383 | 5.04 318 | 2.61 367 | 14.61 488 | 4.58 416 | 20.08 418 | 9.81 285 | 13.83 367 | 21.62 419 | 18.21 477 | 12.26 476 | 11.71 355 | 8.01 458 | 0.11 372 | 0.11 380 | 0.02 287 | 0.02 251 | 0.20 251 | 0.17 280 |
|
| mmm |  | 7.72 402 | 1.50 308 | 8.56 370 | 5.29 355 | 1.89 312 | 14.14 475 | 5.70 450 | 18.42 388 | 11.02 299 | 16.04 420 | 23.78 442 | 17.00 445 | 10.03 424 | 12.03 370 | 7.54 438 | 0.12 378 | 0.07 280 | 0.50 547 | 0.20 460 | 0.31 340 | 0.18 290 |
|
| RAFT-RH_RVC |  | 7.73 403 | 1.25 216 | 6.99 286 | 4.83 302 | 0.90 178 | 11.76 423 | 1.53 185 | 13.00 272 | 14.43 352 | 17.51 460 | 46.41 662 | 11.02 339 | 6.30 326 | 12.68 412 | 4.93 377 | 0.51 521 | 0.04 173 | 0.12 435 | 0.13 416 | 0.09 154 | 0.09 172 |
|
| AIO-Stereo-zeroshot1 |   | 7.76 404 | 3.78 551 | 19.59 596 | 5.04 318 | 10.79 655 | 5.87 278 | 1.85 263 | 19.52 410 | 7.33 236 | 14.18 372 | 21.16 411 | 16.50 439 | 5.97 309 | 13.73 457 | 3.79 325 | 0.04 293 | 0.17 449 | 0.04 330 | 1.30 625 | 2.45 587 | 2.15 590 |
|
| TransformOpticalFlow |  | 7.76 404 | 1.90 430 | 9.31 418 | 5.50 370 | 1.18 218 | 6.97 333 | 8.27 528 | 17.86 379 | 13.21 332 | 14.58 379 | 29.13 503 | 19.01 484 | 10.85 438 | 12.51 407 | 3.69 319 | 0.01 145 | 0.04 173 | 0.20 485 | 0.04 302 | 0.17 240 | 0.84 509 |
|
| HITNet |  | 7.83 406 | 2.93 524 | 8.39 356 | 4.76 299 | 1.48 258 | 12.75 446 | 4.64 418 | 20.97 430 | 14.37 351 | 15.14 398 | 22.15 431 | 14.57 409 | 10.62 433 | 14.38 471 | 8.14 463 | 0.04 293 | 0.01 47 | 0.48 544 | 0.02 251 | 0.57 464 | 0.10 184 |
| Vladimir Tankovich, Christian Häne, Yinda Zhang, Adarsh Kowdle, Sean Fanello, Sofien Bouaziz: HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching. CVPR 2021 |
| test_sample2 |  | 7.86 407 | 1.27 223 | 7.98 335 | 5.00 317 | 2.29 345 | 13.33 457 | 6.88 502 | 20.42 427 | 15.24 361 | 13.95 369 | 21.58 417 | 18.96 483 | 12.12 474 | 12.07 380 | 5.36 394 | 0.12 378 | 0.10 358 | 0.07 376 | 0.03 278 | 0.28 311 | 0.19 306 |
|
| PFNet |  | 7.91 408 | 1.44 284 | 11.60 490 | 7.03 483 | 2.42 354 | 7.60 351 | 6.03 466 | 23.36 461 | 17.24 395 | 20.29 520 | 17.67 348 | 15.44 424 | 7.71 369 | 13.02 435 | 5.71 401 | 0.24 443 | 0.20 470 | 0.12 435 | 0.19 454 | 0.31 340 | 0.61 472 |
|
| SA |  | 7.93 409 | 1.54 322 | 9.13 409 | 7.98 525 | 0.64 117 | 5.85 273 | 2.29 307 | 22.27 449 | 24.54 493 | 13.17 353 | 31.07 539 | 8.87 303 | 10.32 429 | 16.49 524 | 3.12 288 | 0.04 293 | 0.12 393 | 0.17 469 | 0.30 519 | 0.45 406 | 0.17 280 |
|
| AAGNet |  | 7.94 410 | 1.48 297 | 9.34 420 | 7.13 492 | 0.70 132 | 5.85 273 | 5.16 430 | 15.40 328 | 14.01 343 | 20.13 517 | 24.03 447 | 15.28 422 | 11.52 459 | 12.05 374 | 15.47 555 | 0.63 543 | 0.06 251 | 0.32 526 | 0.01 207 | 0.12 195 | 0.09 172 |
|
| FENet |  | 7.94 410 | 1.01 134 | 6.72 267 | 5.87 399 | 2.07 329 | 11.11 415 | 2.03 288 | 21.39 435 | 20.81 436 | 17.14 451 | 22.65 433 | 14.43 405 | 11.54 462 | 12.97 430 | 7.89 453 | 0.15 394 | 0.24 507 | 0.03 307 | 0.02 251 | 0.14 210 | 0.62 473 |
|
| dd |  | 7.96 412 | 4.08 559 | 11.49 489 | 6.53 454 | 0.93 184 | 8.28 363 | 4.03 394 | 16.53 352 | 33.82 576 | 15.17 400 | 16.50 338 | 6.79 259 | 5.96 308 | 14.30 468 | 9.90 493 | 1.13 596 | 0.42 559 | 0.17 469 | 0.44 565 | 2.01 580 | 0.79 503 |
|
| raft_robust |  | 7.97 413 | 2.26 489 | 6.75 271 | 5.83 395 | 0.72 146 | 5.57 243 | 0.84 114 | 33.59 597 | 34.21 582 | 18.17 475 | 19.88 386 | 6.50 252 | 5.62 292 | 15.33 486 | 2.83 266 | 0.03 272 | 0.23 496 | 0.00 1 | 0.37 544 | 0.32 350 | 0.39 414 |
|
| STrans-v2 |  | 7.98 414 | 1.84 424 | 9.42 423 | 4.84 305 | 1.48 258 | 12.23 435 | 10.05 562 | 19.06 405 | 12.32 318 | 13.63 364 | 26.06 471 | 18.13 476 | 12.35 479 | 12.99 432 | 3.99 340 | 0.01 145 | 0.01 47 | 0.18 474 | 0.01 207 | 0.22 259 | 0.83 507 |
|
| Prome-Stereo |  | 8.10 415 | 1.28 226 | 5.48 201 | 6.50 451 | 1.51 262 | 6.70 323 | 9.42 548 | 21.08 432 | 9.13 274 | 20.88 529 | 32.84 568 | 11.95 359 | 11.86 468 | 11.75 360 | 3.97 339 | 0.01 145 | 0.02 108 | 0.18 474 | 0.12 411 | 0.41 395 | 7.01 655 |
|
| IGEV_i1 |  | 8.11 416 | 1.53 317 | 9.99 454 | 5.80 391 | 1.15 215 | 16.03 516 | 7.19 514 | 19.82 415 | 15.30 363 | 16.39 431 | 17.38 345 | 17.95 470 | 8.38 386 | 14.44 472 | 7.44 433 | 0.25 449 | 0.19 464 | 1.08 598 | 1.12 619 | 0.26 297 | 0.54 456 |
|
| ffm |  | 8.12 417 | 1.43 278 | 9.67 437 | 5.70 382 | 3.44 418 | 11.96 429 | 6.35 475 | 18.45 389 | 16.31 383 | 15.83 415 | 31.44 547 | 17.22 455 | 10.87 440 | 10.82 300 | 1.61 157 | 0.00 1 | 0.05 212 | 0.80 576 | 0.08 371 | 0.26 297 | 0.14 241 |
|
| CASS |  | 8.15 418 | 1.67 375 | 7.68 319 | 8.25 534 | 1.52 263 | 14.39 480 | 2.72 336 | 22.65 454 | 17.23 394 | 15.42 405 | 22.68 434 | 13.47 394 | 11.87 469 | 12.44 398 | 6.07 409 | 0.96 585 | 0.05 212 | 0.12 435 | 0.01 207 | 0.71 495 | 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 | 8.34 352 | 8.55 540 | 1.17 217 | 11.10 414 | 1.08 135 | 30.90 559 | 27.91 522 | 12.92 346 | 15.67 324 | 11.91 356 | 14.50 529 | 11.71 355 | 4.55 359 | 0.05 319 | 0.08 318 | 0.00 1 | 0.05 330 | 0.28 311 | 0.13 230 |
|
| DN-CSS_ROB |  | 8.17 419 | 2.59 510 | 14.14 534 | 6.11 427 | 3.22 409 | 6.31 307 | 3.53 376 | 22.92 458 | 20.59 434 | 16.66 439 | 30.05 522 | 9.31 310 | 7.95 377 | 13.49 448 | 4.78 367 | 0.72 551 | 0.00 1 | 0.45 541 | 0.00 1 | 0.54 451 | 0.09 172 |
|
| RAFT_CTSACE |  | 8.24 421 | 1.97 445 | 8.39 356 | 6.89 480 | 5.11 524 | 5.86 276 | 2.63 333 | 14.62 311 | 16.88 389 | 23.52 567 | 34.77 590 | 16.02 433 | 7.37 362 | 17.91 541 | 2.23 224 | 0.00 1 | 0.12 393 | 0.00 1 | 0.03 278 | 0.39 387 | 0.05 117 |
|
| FLISNet |  | 8.30 422 | 2.00 450 | 6.75 271 | 4.58 288 | 5.15 529 | 4.16 117 | 0.50 78 | 17.99 382 | 9.24 275 | 25.03 581 | 28.22 494 | 20.23 499 | 12.47 482 | 17.93 542 | 11.49 519 | 0.00 1 | 0.10 358 | 0.00 1 | 0.05 330 | 0.08 143 | 0.05 117 |
|
| CoSv |  | 8.30 422 | 2.00 450 | 6.75 271 | 4.58 288 | 5.15 529 | 4.16 117 | 0.50 78 | 17.99 382 | 9.24 275 | 25.03 581 | 28.22 494 | 20.23 499 | 12.47 482 | 17.93 542 | 11.49 519 | 0.00 1 | 0.10 358 | 0.00 1 | 0.05 330 | 0.08 143 | 0.05 117 |
|
| GMM-Stereo |  | 8.34 424 | 1.09 162 | 6.42 257 | 6.14 430 | 2.52 360 | 10.30 388 | 9.64 553 | 23.44 462 | 10.64 297 | 17.84 465 | 29.89 518 | 17.37 461 | 7.75 371 | 11.55 342 | 4.36 352 | 0.05 319 | 0.01 47 | 0.23 498 | 0.90 601 | 0.46 412 | 6.26 644 |
|
| GANet-ADL |  | 8.36 425 | 2.31 492 | 8.44 362 | 7.39 502 | 2.65 373 | 12.58 442 | 5.24 432 | 29.55 541 | 25.24 496 | 14.19 374 | 16.70 341 | 17.07 451 | 6.91 353 | 10.65 288 | 6.26 412 | 0.38 483 | 0.39 551 | 0.10 418 | 0.12 411 | 0.75 507 | 0.28 371 |
|
| Sa-1000 |  | 8.38 426 | 1.50 308 | 8.13 344 | 7.56 511 | 0.89 175 | 14.39 480 | 2.47 321 | 24.31 472 | 23.74 479 | 15.18 401 | 28.35 497 | 11.42 347 | 8.85 398 | 16.20 519 | 3.28 299 | 0.17 401 | 0.23 496 | 0.15 459 | 0.23 476 | 0.46 412 | 0.19 306 |
|
| GwcNet-ADL |  | 8.48 427 | 1.70 385 | 9.38 421 | 7.10 489 | 2.78 383 | 6.74 327 | 6.57 491 | 30.15 546 | 26.01 507 | 15.15 399 | 17.77 350 | 13.93 399 | 6.96 354 | 12.96 429 | 9.91 494 | 0.48 514 | 0.72 606 | 0.01 256 | 0.01 207 | 0.51 440 | 0.84 509 |
|
| ARAFT |  | 8.50 428 | 3.19 535 | 16.58 569 | 5.52 371 | 0.91 180 | 12.13 434 | 11.20 585 | 17.19 363 | 18.28 413 | 18.40 486 | 16.33 337 | 17.10 452 | 8.58 389 | 18.56 548 | 5.00 378 | 0.11 372 | 0.04 173 | 0.00 1 | 0.00 1 | 0.55 455 | 0.25 356 |
|
| test_5 |  | 8.51 429 | 1.50 308 | 8.19 351 | 11.06 609 | 5.00 516 | 6.91 330 | 5.67 449 | 17.50 367 | 22.09 456 | 16.07 421 | 29.63 515 | 15.28 422 | 10.78 437 | 15.94 509 | 3.65 316 | 0.00 1 | 0.00 1 | 0.26 505 | 0.08 371 | 0.31 340 | 0.35 403 |
|
| RAFT |  | 8.51 429 | 2.16 479 | 8.93 385 | 8.14 529 | 0.81 163 | 12.63 443 | 8.49 535 | 16.34 348 | 15.56 372 | 22.31 550 | 18.99 372 | 19.29 491 | 11.39 457 | 17.57 537 | 6.05 406 | 0.01 145 | 0.19 464 | 0.27 508 | 0.02 251 | 0.64 483 | 0.45 436 |
|
| GES |  | 8.51 429 | 1.98 447 | 11.82 493 | 6.39 444 | 1.77 295 | 12.36 439 | 6.22 472 | 21.55 437 | 21.34 446 | 19.02 496 | 26.02 467 | 8.79 301 | 9.34 410 | 13.94 461 | 7.24 429 | 0.38 483 | 0.10 358 | 0.30 524 | 0.14 422 | 0.69 490 | 0.73 495 |
|
| DMCA |  | 8.51 429 | 1.90 430 | 9.96 451 | 5.16 337 | 4.14 462 | 10.29 387 | 4.46 411 | 25.52 482 | 19.55 422 | 16.33 429 | 20.69 399 | 17.59 462 | 11.26 451 | 10.42 279 | 11.36 518 | 0.50 518 | 0.08 318 | 0.35 530 | 0.05 330 | 0.36 370 | 0.31 387 |
|
| PSM-AAD |  | 8.62 433 | 1.22 202 | 5.69 223 | 6.31 440 | 1.12 206 | 12.74 445 | 10.01 561 | 19.29 407 | 15.25 362 | 21.54 544 | 25.11 456 | 14.24 402 | 13.47 500 | 12.15 385 | 3.93 336 | 0.01 145 | 0.06 251 | 2.48 634 | 0.16 434 | 0.38 384 | 7.28 660 |
|
| FTStereo |  | 8.67 434 | 1.13 174 | 6.04 242 | 6.04 420 | 2.39 353 | 7.86 354 | 12.05 599 | 17.72 372 | 8.33 259 | 20.16 518 | 41.41 633 | 16.10 437 | 12.64 487 | 10.80 298 | 4.37 353 | 0.18 404 | 0.01 47 | 0.09 399 | 0.16 434 | 0.15 218 | 5.71 638 |
|
| iRaft-Stereo_5w |  | 8.70 435 | 1.81 422 | 9.33 419 | 5.83 395 | 3.78 437 | 4.87 186 | 11.12 584 | 15.86 343 | 14.80 356 | 15.23 402 | 26.36 473 | 21.49 510 | 12.91 493 | 15.94 509 | 12.73 527 | 0.58 529 | 0.05 212 | 0.08 387 | 0.09 385 | 0.85 517 | 0.33 393 |
|
| test_sample3 |  | 8.76 436 | 1.62 360 | 9.99 454 | 5.21 349 | 2.61 367 | 17.43 546 | 5.37 435 | 26.91 504 | 19.77 425 | 17.13 450 | 20.82 405 | 16.55 441 | 9.70 418 | 12.52 409 | 8.59 474 | 0.21 421 | 0.07 280 | 0.05 341 | 0.04 302 | 0.39 387 | 0.30 379 |
|
| IRAFT_RVC |  | 8.76 436 | 1.47 290 | 9.55 428 | 7.31 496 | 1.77 295 | 6.49 315 | 10.43 572 | 25.94 491 | 27.33 517 | 17.50 459 | 19.85 385 | 17.93 469 | 10.21 427 | 12.88 423 | 5.44 395 | 0.17 401 | 0.30 532 | 0.19 482 | 0.05 330 | 0.22 259 | 0.12 213 |
|
| HCRNet |  | 8.80 438 | 1.43 278 | 7.74 324 | 14.41 645 | 5.25 533 | 10.85 406 | 2.56 329 | 26.07 493 | 18.04 410 | 15.48 406 | 25.03 454 | 18.63 481 | 9.93 422 | 13.01 433 | 6.76 420 | 0.04 293 | 0.04 173 | 0.10 418 | 0.01 207 | 0.18 243 | 0.38 411 |
|
| DEmStereo |  | 8.85 439 | 1.36 255 | 9.99 454 | 4.24 252 | 1.05 197 | 11.49 419 | 5.91 454 | 13.76 297 | 26.68 513 | 22.03 548 | 32.92 570 | 11.86 355 | 15.27 545 | 11.48 337 | 8.08 462 | 0.16 397 | 0.15 433 | 0.02 287 | 0.09 385 | 0.09 154 | 0.44 431 |
|
| SFCPSM |  | 8.85 439 | 1.40 269 | 11.34 485 | 5.23 353 | 3.47 423 | 16.55 537 | 7.18 513 | 30.71 557 | 25.24 496 | 16.45 432 | 19.45 377 | 11.10 342 | 9.61 416 | 11.88 364 | 5.52 397 | 0.22 427 | 0.17 449 | 0.36 533 | 0.22 467 | 0.29 319 | 0.58 467 |
|
| Selective-IGEV-i1 |  | 8.86 441 | 1.33 245 | 10.58 469 | 5.92 406 | 2.99 399 | 13.65 464 | 10.07 563 | 24.12 470 | 28.99 530 | 14.85 386 | 19.75 383 | 18.80 482 | 6.10 313 | 11.22 328 | 5.69 400 | 0.10 365 | 0.29 529 | 0.92 589 | 1.10 616 | 0.26 297 | 0.51 449 |
|
| GrayStereo |  | 8.86 441 | 1.17 188 | 6.94 284 | 8.09 527 | 2.82 385 | 10.58 397 | 11.40 590 | 17.93 380 | 15.74 375 | 22.43 553 | 30.95 536 | 17.80 466 | 12.44 481 | 11.19 325 | 4.57 360 | 0.02 232 | 0.02 108 | 0.18 474 | 0.79 597 | 0.31 340 | 1.90 578 |
|
| anonymousa |  | 9.03 443 | 1.62 360 | 8.03 341 | 4.19 247 | 5.53 553 | 15.37 501 | 3.81 387 | 18.55 392 | 21.20 444 | 18.28 478 | 30.99 537 | 20.79 502 | 13.42 498 | 10.58 282 | 7.57 440 | 0.00 1 | 0.05 212 | 0.29 520 | 0.18 441 | 0.10 178 | 0.11 202 |
|
| KYRaft |  | 9.04 444 | 1.11 167 | 7.02 288 | 6.50 451 | 0.97 188 | 8.27 362 | 8.19 527 | 22.86 457 | 8.20 254 | 21.30 541 | 31.38 544 | 22.64 522 | 8.20 384 | 11.99 368 | 2.96 272 | 0.02 232 | 0.02 108 | 0.05 341 | 0.68 590 | 0.40 392 | 18.09 694 |
|
| DFGA-Net |  | 9.06 445 | 3.56 544 | 17.96 585 | 5.71 386 | 3.89 442 | 10.76 400 | 3.08 355 | 25.17 479 | 29.50 531 | 16.21 424 | 18.47 365 | 9.49 315 | 6.31 327 | 15.80 500 | 12.54 524 | 0.05 319 | 0.00 1 | 0.06 364 | 0.09 385 | 1.76 570 | 0.83 507 |
|
| rvit_stereo_0075_2 |  | 9.10 446 | 3.87 556 | 19.26 595 | 11.81 622 | 8.82 641 | 5.75 266 | 4.40 407 | 22.77 455 | 17.68 404 | 11.90 317 | 28.34 496 | 16.05 436 | 6.35 329 | 14.30 468 | 7.67 448 | 0.52 523 | 0.34 547 | 0.51 548 | 0.08 371 | 0.38 384 | 1.14 543 |
|
| test_sample4 |  | 9.10 446 | 1.65 368 | 9.91 449 | 5.19 346 | 2.57 365 | 16.59 538 | 5.38 437 | 27.37 509 | 19.80 427 | 17.80 464 | 27.52 487 | 15.01 415 | 11.21 450 | 12.69 415 | 8.15 465 | 0.21 421 | 0.07 280 | 0.06 364 | 0.03 278 | 0.43 401 | 0.30 379 |
|
| BUS |  | 9.20 448 | 1.48 297 | 7.93 331 | 6.74 471 | 3.96 447 | 17.62 552 | 2.79 341 | 33.06 592 | 21.58 449 | 17.99 470 | 21.34 412 | 14.49 406 | 9.40 412 | 14.18 464 | 10.57 506 | 0.19 408 | 0.13 409 | 0.14 452 | 0.04 302 | 0.30 328 | 0.09 172 |
|
| rvit_0105_3 |  | 9.23 449 | 3.67 547 | 17.68 581 | 11.75 620 | 1.89 312 | 9.37 379 | 8.48 534 | 18.68 393 | 30.64 547 | 15.02 391 | 14.72 313 | 17.87 468 | 9.94 423 | 15.66 496 | 6.54 415 | 0.36 479 | 0.43 564 | 0.01 256 | 0.41 554 | 0.50 436 | 1.01 532 |
|
| MyStereo04 |  | 9.24 450 | 1.92 437 | 8.78 381 | 6.09 423 | 4.31 474 | 6.54 317 | 9.96 559 | 32.24 583 | 41.99 630 | 14.26 376 | 11.98 287 | 12.00 361 | 12.01 472 | 13.93 459 | 7.53 437 | 0.06 340 | 0.10 358 | 0.03 307 | 0.04 302 | 0.63 479 | 0.30 379 |
|
| CoDeX |  | 9.24 450 | 1.77 413 | 9.54 427 | 6.08 422 | 3.79 439 | 16.45 534 | 6.76 499 | 26.15 494 | 25.03 494 | 17.18 452 | 25.12 457 | 14.69 411 | 11.68 466 | 12.22 387 | 6.71 419 | 0.30 464 | 0.20 470 | 0.15 459 | 0.02 251 | 0.23 274 | 0.68 485 |
|
| CrosDoStereo |  | 9.24 450 | 1.29 230 | 8.16 348 | 4.56 286 | 1.04 194 | 7.52 347 | 15.00 628 | 15.85 341 | 24.31 486 | 24.27 570 | 33.44 578 | 13.37 389 | 13.82 508 | 12.23 388 | 8.86 480 | 0.01 145 | 0.11 380 | 0.09 399 | 0.04 302 | 0.36 370 | 0.53 453 |
|
| DeepStereo_LL |  | 9.24 450 | 1.29 230 | 8.16 348 | 4.56 286 | 1.04 194 | 7.52 347 | 15.00 628 | 15.85 341 | 24.31 486 | 24.27 570 | 33.44 578 | 13.37 389 | 13.82 508 | 12.23 388 | 8.86 480 | 0.01 145 | 0.11 380 | 0.09 399 | 0.04 302 | 0.36 370 | 0.53 453 |
|
| DRaft |  | 9.27 454 | 1.23 207 | 9.08 404 | 3.62 200 | 0.78 156 | 13.27 456 | 5.89 453 | 16.97 358 | 29.57 533 | 21.15 539 | 38.46 616 | 10.09 326 | 13.98 514 | 11.58 345 | 7.91 454 | 0.43 502 | 0.30 532 | 0.06 364 | 0.26 498 | 0.26 297 | 0.45 436 |
|
| MyStereo05 |  | 9.29 455 | 1.76 407 | 8.95 389 | 6.19 432 | 4.40 482 | 7.09 335 | 9.95 557 | 31.21 563 | 40.82 622 | 17.31 454 | 12.93 299 | 10.33 329 | 12.52 485 | 13.93 459 | 7.05 426 | 0.06 340 | 0.10 358 | 0.02 287 | 0.04 302 | 0.73 501 | 0.29 376 |
|
| MLCV |  | 9.32 456 | 2.22 485 | 12.55 505 | 5.22 351 | 1.32 237 | 13.79 467 | 1.35 162 | 21.14 434 | 23.65 475 | 21.91 547 | 31.37 543 | 17.14 453 | 7.57 365 | 16.00 513 | 10.18 500 | 0.22 427 | 0.01 47 | 0.03 307 | 0.02 251 | 0.40 392 | 0.29 376 |
|
| DispNO |  | 9.33 457 | 1.78 416 | 15.84 559 | 5.73 388 | 5.74 566 | 12.24 436 | 4.81 426 | 25.06 477 | 21.10 441 | 16.70 442 | 20.86 406 | 17.78 465 | 11.76 467 | 16.74 528 | 8.85 479 | 0.22 427 | 0.15 433 | 0.03 307 | 0.12 411 | 0.41 395 | 0.64 480 |
|
| test_sample5 |  | 9.36 458 | 1.61 354 | 9.63 433 | 5.30 356 | 2.52 360 | 15.42 504 | 6.00 461 | 27.25 507 | 19.96 428 | 18.36 484 | 31.81 553 | 15.99 431 | 11.29 452 | 13.21 438 | 7.66 446 | 0.23 437 | 0.08 318 | 0.07 376 | 0.04 302 | 0.48 422 | 0.34 397 |
|
| BEATNet_4x |  | 9.37 459 | 4.85 572 | 12.05 500 | 5.48 369 | 1.35 248 | 13.15 454 | 6.15 470 | 25.06 477 | 16.74 388 | 16.18 423 | 24.65 452 | 17.29 459 | 12.51 484 | 16.91 531 | 10.92 511 | 0.38 483 | 0.18 457 | 0.81 581 | 0.05 330 | 1.95 576 | 0.65 482 |
|
| THIR-Stereo |  | 9.38 460 | 1.78 416 | 8.50 368 | 4.74 295 | 0.71 137 | 15.92 514 | 11.93 597 | 16.39 349 | 21.56 448 | 24.27 570 | 32.07 557 | 14.40 404 | 14.14 518 | 11.49 338 | 8.39 470 | 0.05 319 | 0.25 515 | 0.10 418 | 0.05 330 | 0.33 358 | 0.58 467 |
|
| ff1 |  | 9.41 461 | 1.43 278 | 9.67 437 | 5.70 382 | 3.44 418 | 11.96 429 | 6.35 475 | 18.45 389 | 16.31 383 | 15.83 415 | 31.44 547 | 17.22 455 | 10.87 440 | 16.19 516 | 21.98 601 | 0.00 1 | 0.05 212 | 0.80 576 | 0.08 371 | 0.26 297 | 0.14 241 |
|
| G2L-ROB |  | 9.43 462 | 1.49 303 | 8.01 339 | 5.66 379 | 4.08 457 | 11.74 422 | 7.70 524 | 29.33 536 | 18.14 411 | 19.72 508 | 21.64 420 | 22.32 520 | 11.02 445 | 16.47 523 | 10.74 510 | 0.02 232 | 0.01 47 | 0.00 1 | 0.00 1 | 0.19 247 | 0.33 393 |
|
| GANet-RSSM |  | 9.48 463 | 1.32 242 | 6.45 259 | 6.72 470 | 5.51 552 | 12.78 447 | 6.03 466 | 26.55 498 | 18.96 420 | 14.92 387 | 27.95 490 | 25.41 557 | 14.69 533 | 13.52 451 | 7.60 443 | 0.10 365 | 0.10 358 | 0.16 467 | 0.01 207 | 0.51 440 | 0.39 414 |
|
| UCFNet_RVC |  | 9.48 463 | 2.12 476 | 4.89 149 | 7.03 483 | 3.78 437 | 16.05 517 | 6.37 479 | 28.25 520 | 20.00 430 | 15.93 419 | 23.07 437 | 25.21 554 | 12.79 488 | 12.57 410 | 8.01 458 | 0.07 351 | 0.04 173 | 1.17 602 | 0.23 476 | 1.31 553 | 0.69 487 |
|
| DualNet |  | 9.49 465 | 1.61 354 | 9.63 433 | 5.30 356 | 2.52 360 | 15.42 504 | 6.00 461 | 27.25 507 | 19.96 428 | 19.40 500 | 33.22 574 | 15.99 431 | 11.29 452 | 13.21 438 | 7.66 446 | 0.23 437 | 0.08 318 | 0.07 376 | 0.04 302 | 0.48 422 | 0.34 397 |
|
| CFNet_pseudo |  | 9.58 466 | 1.91 433 | 10.73 474 | 4.53 282 | 2.91 392 | 14.26 477 | 2.75 338 | 26.73 502 | 32.14 564 | 17.10 449 | 23.02 436 | 22.14 517 | 8.74 395 | 12.17 386 | 7.43 432 | 0.20 416 | 0.45 571 | 1.24 611 | 0.24 486 | 2.49 589 | 0.49 447 |
|
| Anonymous3 |  | 9.60 467 | 3.45 541 | 29.83 634 | 9.58 567 | 4.75 502 | 24.51 602 | 10.20 569 | 24.04 468 | 18.77 418 | 10.42 299 | 14.64 312 | 7.97 289 | 8.75 396 | 14.05 463 | 5.80 402 | 2.44 629 | 1.39 635 | 0.08 387 | 0.06 351 | 0.73 501 | 0.48 443 |
|
| ccs_rob |  | 9.61 468 | 1.92 437 | 10.72 473 | 4.55 284 | 2.89 389 | 14.33 479 | 2.86 347 | 26.85 503 | 32.36 567 | 17.05 447 | 22.91 435 | 22.12 516 | 8.70 393 | 12.10 382 | 7.44 433 | 0.19 408 | 0.44 566 | 1.38 613 | 0.25 492 | 2.68 592 | 0.57 464 |
|
| PCWNet_CMD |  | 9.64 469 | 1.77 413 | 10.59 470 | 4.80 301 | 2.90 390 | 16.25 531 | 2.42 320 | 29.37 538 | 34.10 580 | 17.41 455 | 22.04 426 | 19.10 487 | 7.70 368 | 12.05 374 | 6.86 421 | 0.22 427 | 0.45 571 | 0.80 576 | 0.22 467 | 3.11 604 | 0.69 487 |
|
| MSMDNet |  | 9.64 469 | 1.77 413 | 10.63 471 | 4.83 302 | 2.90 390 | 16.35 532 | 2.37 313 | 29.33 536 | 34.29 583 | 17.43 457 | 22.10 428 | 19.05 486 | 7.79 373 | 12.11 384 | 6.87 422 | 0.23 437 | 0.46 573 | 0.67 565 | 0.21 464 | 2.77 595 | 0.60 470 |
|
| DCVSM-stereo |  | 9.70 471 | 1.83 423 | 11.36 486 | 5.81 392 | 3.59 427 | 10.57 395 | 3.00 351 | 18.71 394 | 22.11 457 | 23.79 568 | 19.02 373 | 29.73 583 | 17.68 576 | 13.33 443 | 9.11 485 | 0.21 421 | 1.14 629 | 0.27 508 | 0.06 351 | 0.75 507 | 1.89 577 |
|
| BSDual-CNN |  | 9.70 471 | 1.48 297 | 7.93 331 | 6.74 471 | 3.96 447 | 16.10 521 | 7.13 510 | 33.06 592 | 21.58 449 | 17.99 470 | 21.34 412 | 22.28 518 | 11.53 460 | 14.18 464 | 7.81 449 | 0.19 408 | 0.13 409 | 0.14 452 | 0.04 302 | 0.30 328 | 0.09 172 |
|
| PSMNet-RSSM |  | 9.71 473 | 1.73 389 | 6.09 244 | 7.47 507 | 4.27 468 | 10.06 384 | 6.00 461 | 29.14 532 | 21.74 453 | 15.76 413 | 32.88 569 | 22.63 521 | 13.18 495 | 12.94 428 | 9.12 486 | 0.09 358 | 0.02 108 | 0.07 376 | 0.10 398 | 0.70 493 | 0.24 349 |
|
| IER |  | 9.78 474 | 1.55 325 | 9.97 452 | 4.51 280 | 5.23 531 | 13.78 465 | 5.11 429 | 26.66 500 | 22.79 466 | 19.69 507 | 29.45 512 | 16.42 438 | 18.52 587 | 13.64 456 | 7.57 440 | 0.06 340 | 0.03 149 | 0.18 474 | 0.09 385 | 0.18 243 | 0.23 342 |
|
| test_sample6 |  | 9.79 475 | 1.61 354 | 9.84 446 | 5.35 362 | 2.35 351 | 15.59 508 | 6.60 493 | 28.40 521 | 20.96 438 | 19.40 500 | 33.22 574 | 17.17 454 | 11.58 464 | 13.43 447 | 8.82 478 | 0.26 454 | 0.10 358 | 0.10 418 | 0.06 351 | 0.50 436 | 0.41 421 |
|
| psmg |  | 9.80 476 | 1.48 297 | 7.93 331 | 5.18 343 | 3.96 447 | 15.85 513 | 7.93 526 | 29.11 531 | 21.58 449 | 20.93 530 | 25.06 455 | 22.28 518 | 11.53 460 | 14.18 464 | 7.81 449 | 0.19 408 | 0.13 409 | 0.17 469 | 0.04 302 | 0.36 370 | 0.21 323 |
|
| gwcnet-sp |  | 9.81 477 | 2.82 517 | 13.47 522 | 5.99 413 | 4.27 468 | 16.20 527 | 5.91 454 | 25.55 483 | 24.34 489 | 21.01 532 | 20.69 399 | 15.22 418 | 14.96 537 | 14.50 475 | 9.97 495 | 0.05 319 | 0.15 433 | 0.02 287 | 0.08 371 | 0.49 431 | 0.51 449 |
|
| scenet |  | 9.81 477 | 2.82 517 | 13.47 522 | 5.99 413 | 4.27 468 | 16.20 527 | 5.91 454 | 25.55 483 | 24.34 489 | 21.01 532 | 20.69 399 | 15.22 418 | 14.96 537 | 14.50 475 | 9.97 495 | 0.05 319 | 0.15 433 | 0.02 287 | 0.08 371 | 0.49 431 | 0.51 449 |
|
| ssnet |  | 9.81 477 | 2.82 517 | 13.47 522 | 5.99 413 | 4.27 468 | 16.20 527 | 5.91 454 | 25.55 483 | 24.34 489 | 21.01 532 | 20.69 399 | 15.22 418 | 14.96 537 | 14.50 475 | 9.97 495 | 0.05 319 | 0.15 433 | 0.02 287 | 0.08 371 | 0.49 431 | 0.51 449 |
|
| CCAANet |  | 9.84 480 | 1.49 303 | 9.29 415 | 6.41 446 | 5.05 519 | 12.91 449 | 3.79 385 | 28.06 517 | 22.91 467 | 15.23 402 | 36.91 602 | 18.50 480 | 10.70 435 | 16.74 528 | 8.06 461 | 0.12 378 | 0.00 1 | 0.27 508 | 0.01 207 | 0.20 251 | 0.15 262 |
|
| CFNet-ft |   | 9.87 481 | 2.18 483 | 5.49 202 | 7.45 505 | 5.25 533 | 15.76 510 | 5.98 459 | 21.89 444 | 21.87 454 | 14.96 388 | 30.02 520 | 25.68 558 | 13.68 504 | 12.46 403 | 10.94 513 | 0.08 355 | 0.06 251 | 1.83 619 | 0.22 467 | 1.09 534 | 0.43 428 |
|
| CFNet_RVC |  | 9.87 481 | 2.18 483 | 5.49 202 | 7.45 505 | 5.25 533 | 15.76 510 | 5.98 459 | 21.89 444 | 21.87 454 | 14.96 388 | 30.02 520 | 25.68 558 | 13.68 504 | 12.46 403 | 10.94 513 | 0.08 355 | 0.06 251 | 1.83 619 | 0.22 467 | 1.09 534 | 0.43 428 |
|
| PSMNet-ADL |  | 9.88 483 | 2.01 458 | 6.80 277 | 9.18 554 | 4.26 467 | 15.11 496 | 3.50 371 | 27.12 506 | 24.42 492 | 14.72 382 | 18.96 371 | 25.32 556 | 13.43 499 | 15.76 499 | 14.04 541 | 0.79 565 | 0.78 612 | 0.00 1 | 0.02 251 | 0.26 297 | 1.18 547 |
|
| qqq1 |  | 9.96 484 | 1.37 257 | 13.37 517 | 4.41 272 | 1.30 231 | 14.40 483 | 3.29 361 | 30.25 548 | 29.81 537 | 19.55 502 | 29.37 505 | 18.06 472 | 14.40 525 | 15.42 490 | 3.18 292 | 0.38 483 | 0.21 478 | 0.00 1 | 0.01 207 | 0.29 319 | 0.18 290 |
|
| fff1 |  | 9.96 484 | 1.37 257 | 13.37 517 | 4.41 272 | 1.30 231 | 14.40 483 | 3.29 361 | 30.25 548 | 29.81 537 | 19.55 502 | 29.37 505 | 18.06 472 | 14.40 525 | 15.42 490 | 3.18 292 | 0.38 483 | 0.21 478 | 0.00 1 | 0.01 207 | 0.29 319 | 0.18 290 |
|
| UGAM |  | 10.01 486 | 1.28 226 | 9.19 413 | 6.53 454 | 4.31 474 | 6.72 325 | 10.45 574 | 15.31 324 | 25.98 505 | 20.56 524 | 27.42 486 | 22.70 523 | 11.49 458 | 26.30 622 | 10.64 509 | 0.00 1 | 0.00 1 | 0.46 542 | 0.03 278 | 0.39 387 | 0.43 428 |
|
| UDGNet |  | 10.05 487 | 13.89 655 | 10.00 458 | 9.36 558 | 2.69 374 | 7.82 352 | 1.88 266 | 18.86 399 | 34.64 585 | 17.52 461 | 13.70 304 | 13.40 391 | 7.18 359 | 13.01 433 | 6.30 414 | 5.30 656 | 0.08 318 | 12.57 680 | 2.80 647 | 8.19 656 | 1.71 572 |
|
| Selective-IGEV-i16pc |  | 10.06 488 | 1.72 388 | 15.71 557 | 5.65 376 | 1.66 280 | 36.81 666 | 11.67 593 | 18.83 398 | 26.73 514 | 10.16 295 | 21.57 416 | 15.78 427 | 7.07 355 | 14.19 467 | 8.16 466 | 2.15 620 | 0.94 624 | 0.26 505 | 0.53 578 | 0.77 510 | 0.87 515 |
|
| cf-r |  | 10.06 488 | 1.60 349 | 7.99 337 | 5.82 393 | 5.70 563 | 12.92 450 | 4.78 421 | 24.18 471 | 27.47 520 | 16.91 446 | 31.02 538 | 25.12 553 | 14.05 515 | 11.63 352 | 11.01 516 | 0.03 272 | 0.03 149 | 0.05 341 | 0.03 278 | 0.43 401 | 0.39 414 |
|
| ICVP |  | 10.07 490 | 1.73 389 | 6.11 245 | 9.08 550 | 3.31 413 | 12.25 437 | 6.56 490 | 26.30 496 | 22.52 462 | 16.49 434 | 31.80 552 | 26.94 569 | 12.42 480 | 11.35 333 | 10.92 511 | 1.17 599 | 0.57 595 | 0.17 469 | 0.10 398 | 0.58 468 | 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 |  | 10.09 491 | 1.97 445 | 9.53 426 | 7.09 487 | 4.21 464 | 9.10 373 | 8.53 536 | 29.05 530 | 22.51 461 | 19.28 499 | 25.57 463 | 22.70 523 | 10.67 434 | 15.44 494 | 14.88 551 | 0.25 449 | 0.04 173 | 0.08 387 | 0.01 207 | 0.36 370 | 0.42 424 |
|
| hknet |  | 10.13 492 | 1.56 335 | 10.27 464 | 6.74 471 | 3.72 434 | 16.10 521 | 7.13 510 | 33.06 592 | 21.12 442 | 17.99 470 | 21.34 412 | 23.11 526 | 14.95 536 | 16.43 522 | 8.34 469 | 0.14 385 | 0.13 409 | 0.14 452 | 0.04 302 | 0.30 328 | 0.09 172 |
|
| AdaStereo |  | 10.22 493 | 3.63 545 | 9.14 411 | 9.15 552 | 3.24 411 | 15.79 512 | 5.39 442 | 31.94 573 | 25.42 498 | 18.39 485 | 26.47 474 | 19.44 492 | 9.50 414 | 16.60 526 | 8.59 474 | 0.44 504 | 0.05 212 | 0.40 538 | 0.00 1 | 0.57 464 | 0.16 271 |
| Xiao Song, Guorun Yang, Xinge Zhu, Hui Zhou, Zhe Wang, Jianping Shi: AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021. |
| CFNet_ucs |  | 10.25 494 | 1.91 433 | 11.88 494 | 4.98 314 | 4.08 457 | 15.11 496 | 3.57 380 | 28.02 516 | 31.98 563 | 18.21 477 | 25.20 458 | 23.27 529 | 9.38 411 | 13.38 444 | 7.22 428 | 0.23 437 | 0.81 613 | 1.65 618 | 0.22 467 | 3.01 600 | 0.93 522 |
|
| iResNet |  | 10.26 495 | 3.10 532 | 15.72 558 | 7.35 498 | 2.13 332 | 13.86 470 | 7.07 507 | 22.80 456 | 28.01 523 | 20.10 516 | 30.40 526 | 16.79 443 | 11.06 446 | 14.46 474 | 10.29 505 | 0.39 492 | 0.05 212 | 0.00 1 | 0.07 362 | 0.73 501 | 0.73 495 |
|
| RAFT + AFF |  | 10.27 496 | 3.77 550 | 17.13 571 | 10.24 589 | 4.97 511 | 13.08 452 | 11.52 591 | 25.69 486 | 25.80 501 | 14.72 382 | 16.12 333 | 19.16 488 | 11.35 456 | 16.24 520 | 9.04 484 | 0.30 464 | 1.46 637 | 0.66 564 | 0.20 460 | 2.03 582 | 1.94 579 |
|
| ACVNet |  | 10.36 497 | 1.68 381 | 5.49 202 | 6.01 416 | 2.75 380 | 12.78 447 | 3.56 378 | 21.89 444 | 34.81 586 | 14.96 388 | 30.78 532 | 24.72 549 | 13.88 512 | 15.81 501 | 17.20 568 | 0.13 383 | 0.01 47 | 0.06 364 | 0.06 351 | 0.51 440 | 0.15 262 |
|
| G2L-Stereo_test |  | 10.39 498 | 1.61 354 | 7.86 327 | 4.75 298 | 4.34 478 | 11.83 424 | 11.94 598 | 32.49 584 | 22.58 463 | 23.08 562 | 24.40 448 | 21.48 509 | 11.95 471 | 15.64 495 | 13.00 528 | 0.04 293 | 0.06 251 | 0.01 256 | 0.02 251 | 0.32 350 | 0.37 408 |
|
| RT-IGEV |  | 10.44 499 | 1.62 360 | 11.92 495 | 5.95 409 | 2.23 340 | 21.30 581 | 14.50 621 | 29.47 539 | 24.30 485 | 21.51 543 | 20.17 388 | 23.81 538 | 12.18 475 | 13.13 437 | 4.90 376 | 0.10 365 | 0.27 523 | 0.05 341 | 0.37 544 | 0.52 447 | 0.55 458 |
|
| test_sample7 |  | 10.45 500 | 2.24 488 | 9.90 448 | 5.32 358 | 2.01 326 | 14.98 493 | 7.44 519 | 28.75 524 | 23.91 482 | 24.38 575 | 21.03 408 | 24.64 545 | 17.82 579 | 13.58 453 | 9.82 491 | 0.59 533 | 0.87 618 | 0.39 537 | 0.12 411 | 0.66 489 | 0.47 439 |
|
| tta |  | 10.45 500 | 1.37 257 | 13.37 517 | 4.41 272 | 1.30 231 | 14.39 480 | 3.29 361 | 30.25 548 | 29.81 537 | 19.55 502 | 29.37 505 | 18.06 472 | 14.40 525 | 15.42 490 | 12.69 525 | 0.38 483 | 0.21 478 | 0.28 516 | 0.03 278 | 0.29 319 | 0.18 290 |
|
| SMFormer |  | 10.46 502 | 1.37 257 | 13.37 517 | 4.41 272 | 1.30 231 | 14.40 483 | 3.29 361 | 30.25 548 | 29.81 537 | 19.55 502 | 29.37 505 | 18.06 472 | 14.40 525 | 15.42 490 | 12.70 526 | 0.38 483 | 0.21 478 | 0.28 516 | 0.03 278 | 0.33 358 | 0.31 387 |
|
| ToySt |  | 10.51 503 | 2.00 450 | 15.67 556 | 5.33 359 | 0.95 186 | 14.97 492 | 9.51 550 | 24.02 467 | 27.37 518 | 14.61 380 | 24.67 453 | 24.56 543 | 14.70 534 | 16.86 530 | 13.35 533 | 0.06 340 | 0.23 496 | 0.03 307 | 0.09 385 | 0.62 476 | 0.67 484 |
|
| AACVNet |  | 10.58 504 | 2.86 520 | 9.78 445 | 8.95 547 | 3.30 412 | 10.80 404 | 4.78 421 | 22.37 450 | 12.55 321 | 27.50 608 | 29.84 517 | 30.06 589 | 15.99 554 | 19.10 557 | 11.60 521 | 0.40 495 | 0.18 457 | 0.22 494 | 0.03 278 | 0.62 476 | 0.73 495 |
|
| GwcNet-RSSM |  | 10.65 505 | 1.94 441 | 8.57 372 | 6.89 480 | 5.26 536 | 12.26 438 | 5.21 431 | 25.80 489 | 31.50 554 | 16.67 440 | 33.52 580 | 23.70 536 | 13.88 512 | 12.84 421 | 13.67 537 | 0.05 319 | 0.10 358 | 0.14 452 | 0.02 251 | 0.65 485 | 0.39 414 |
|
| CFNet |  | 10.67 506 | 2.33 493 | 8.90 384 | 6.66 465 | 4.09 459 | 16.05 517 | 4.26 406 | 30.44 554 | 31.01 550 | 18.53 487 | 26.48 475 | 23.69 535 | 13.68 504 | 15.27 484 | 10.59 508 | 0.05 319 | 0.02 108 | 0.44 539 | 0.05 330 | 0.73 501 | 0.23 342 |
|
| DDVS |  | 10.70 507 | 3.00 528 | 11.95 496 | 6.84 478 | 3.80 440 | 15.73 509 | 2.83 345 | 23.57 463 | 17.37 398 | 20.98 531 | 29.89 518 | 31.40 599 | 8.70 393 | 19.22 560 | 13.19 531 | 0.74 557 | 1.53 640 | 0.07 376 | 0.21 464 | 0.84 516 | 2.11 585 |
|
| mmx |  | 10.71 508 | 1.43 278 | 9.67 437 | 5.70 382 | 3.44 418 | 11.96 429 | 6.35 475 | 32.18 577 | 28.03 524 | 15.83 415 | 31.44 547 | 17.22 455 | 10.87 440 | 16.19 516 | 21.98 601 | 0.22 427 | 0.06 251 | 0.80 576 | 0.08 371 | 0.48 422 | 0.21 323 |
|
| xxx |   | 10.71 508 | 1.43 278 | 9.67 437 | 5.70 382 | 3.44 418 | 11.96 429 | 6.35 475 | 32.18 577 | 28.03 524 | 15.83 415 | 31.44 547 | 17.22 455 | 10.87 440 | 16.19 516 | 21.98 601 | 0.22 427 | 0.06 251 | 0.80 576 | 0.08 371 | 0.48 422 | 0.21 323 |
|
| NINENet |  | 10.74 510 | 2.29 490 | 10.44 467 | 8.03 526 | 5.09 521 | 17.62 552 | 2.79 341 | 38.69 648 | 33.24 575 | 18.35 483 | 26.31 472 | 14.49 406 | 9.40 412 | 15.88 504 | 10.57 506 | 0.41 497 | 0.21 478 | 0.29 520 | 0.00 1 | 0.42 399 | 0.23 342 |
|
| LMCR-Stereo |   | 10.75 511 | 4.13 561 | 10.67 472 | 13.11 632 | 3.99 452 | 16.68 539 | 5.91 454 | 25.30 480 | 22.69 464 | 22.04 549 | 21.80 421 | 14.67 410 | 14.24 521 | 20.55 587 | 15.86 557 | 1.90 615 | 0.04 173 | 0.00 1 | 0.02 251 | 1.29 550 | 0.18 290 |
|
| DeepPruner_ROB |  | 10.77 512 | 4.56 567 | 13.13 512 | 6.37 442 | 4.28 473 | 10.14 385 | 6.86 501 | 36.42 629 | 19.59 423 | 17.87 466 | 27.37 485 | 23.19 528 | 12.26 476 | 19.09 556 | 10.23 503 | 1.05 592 | 0.48 577 | 0.23 498 | 0.15 431 | 0.89 522 | 1.17 545 |
|
| LL-Strereo |  | 10.79 513 | 3.52 543 | 12.54 504 | 8.77 543 | 5.44 549 | 7.49 344 | 9.26 546 | 35.15 617 | 28.70 529 | 16.47 433 | 15.85 329 | 21.06 506 | 17.42 574 | 21.62 593 | 9.72 490 | 0.21 421 | 0.22 488 | 0.74 570 | 0.08 371 | 0.98 528 | 0.60 470 |
|
| DAS |  | 10.80 514 | 2.03 463 | 13.96 530 | 9.01 548 | 6.23 583 | 14.67 489 | 7.38 517 | 21.59 438 | 32.58 570 | 18.67 490 | 28.13 492 | 19.20 489 | 17.08 569 | 16.54 525 | 7.31 430 | 0.58 529 | 0.01 47 | 0.29 520 | 0.01 207 | 0.47 419 | 0.20 311 |
|
| GMStereo_Zeroshot |   | 10.83 515 | 7.81 615 | 19.95 602 | 9.55 565 | 2.47 359 | 11.83 424 | 1.31 154 | 20.84 429 | 20.52 432 | 22.73 556 | 35.93 595 | 24.76 551 | 5.94 304 | 19.68 564 | 7.04 425 | 0.45 506 | 0.02 108 | 0.25 502 | 0.01 207 | 5.38 638 | 0.19 306 |
|
| HSM-Net_RVC |   | 10.88 516 | 1.23 207 | 5.46 197 | 5.57 372 | 2.63 371 | 20.12 571 | 6.06 468 | 27.67 513 | 28.35 528 | 20.63 526 | 25.51 461 | 34.01 622 | 14.38 524 | 16.18 515 | 9.29 487 | 0.11 372 | 0.07 280 | 0.01 256 | 0.00 1 | 0.13 204 | 0.14 241 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| NOSS_ROB |  | 10.99 517 | 3.81 553 | 6.88 280 | 6.69 467 | 2.30 346 | 16.06 519 | 10.94 579 | 30.06 545 | 32.41 568 | 16.10 422 | 18.72 368 | 22.78 525 | 14.21 520 | 17.52 536 | 8.62 476 | 2.35 624 | 1.84 645 | 3.32 646 | 1.57 630 | 2.06 583 | 1.52 563 |
|
| ac_64 |  | 11.10 518 | 1.49 303 | 9.88 447 | 8.24 533 | 5.45 550 | 19.12 563 | 6.46 484 | 24.10 469 | 14.34 350 | 22.80 558 | 23.87 445 | 33.28 615 | 15.54 549 | 18.87 552 | 17.26 570 | 0.28 460 | 0.12 393 | 0.02 287 | 0.02 251 | 0.26 297 | 0.63 474 |
|
| 1111x |  | 11.32 519 | 1.34 250 | 8.95 389 | 5.20 347 | 1.96 319 | 14.46 486 | 7.75 525 | 35.65 622 | 28.23 527 | 15.66 411 | 26.66 478 | 26.65 563 | 14.76 535 | 15.88 504 | 22.27 606 | 0.24 443 | 0.13 409 | 0.04 330 | 0.06 351 | 0.30 328 | 0.24 349 |
|
| HSM |  | 11.33 520 | 1.80 421 | 7.04 290 | 6.13 429 | 3.99 452 | 16.16 525 | 6.92 504 | 29.69 543 | 19.39 421 | 22.95 559 | 26.05 470 | 41.08 658 | 15.79 552 | 20.25 578 | 8.89 483 | 0.02 232 | 0.03 149 | 0.01 256 | 0.00 1 | 0.15 218 | 0.34 397 |
|
| SepStereo |  | 11.34 521 | 2.03 463 | 13.96 530 | 9.01 548 | 6.23 583 | 14.67 489 | 7.38 517 | 21.59 438 | 32.58 570 | 18.67 490 | 28.13 492 | 19.20 489 | 17.08 569 | 27.36 627 | 7.31 430 | 0.58 529 | 0.01 47 | 0.29 520 | 0.01 207 | 0.47 419 | 0.20 311 |
|
| DMCA-RVC |   | 11.41 522 | 3.32 537 | 11.68 491 | 10.12 584 | 4.81 503 | 11.92 427 | 4.11 396 | 24.67 475 | 23.66 477 | 20.06 515 | 28.51 499 | 26.71 564 | 24.96 626 | 15.95 512 | 14.82 548 | 0.41 497 | 0.34 547 | 0.56 554 | 0.16 434 | 0.72 499 | 0.69 487 |
|
| ITSA-stereo |  | 11.44 523 | 2.03 463 | 10.92 481 | 5.90 404 | 1.78 297 | 12.05 433 | 4.17 401 | 36.77 632 | 49.15 659 | 18.17 475 | 18.53 366 | 21.79 512 | 12.59 486 | 15.74 498 | 14.05 542 | 0.45 506 | 0.39 551 | 0.28 516 | 0.29 512 | 0.98 528 | 2.81 601 |
|
| test_xeample |   | 11.49 524 | 1.24 214 | 7.50 310 | 5.22 351 | 2.18 337 | 17.40 545 | 6.49 486 | 31.14 562 | 22.77 465 | 17.90 468 | 33.09 573 | 18.48 479 | 14.61 531 | 13.51 450 | 37.38 678 | 0.16 397 | 0.13 409 | 0.01 256 | 0.03 278 | 0.23 274 | 0.24 349 |
|
| coex_refinement |  | 11.56 525 | 1.53 317 | 7.45 309 | 8.18 530 | 5.09 521 | 17.10 542 | 7.07 507 | 31.05 561 | 32.20 566 | 18.57 488 | 30.81 534 | 25.84 560 | 12.31 478 | 13.41 446 | 19.47 583 | 0.23 437 | 0.04 173 | 0.02 287 | 0.10 398 | 0.44 404 | 0.37 408 |
|
| RASNet |  | 11.59 526 | 1.71 386 | 10.36 466 | 6.30 438 | 5.66 559 | 15.48 506 | 6.12 469 | 34.50 611 | 20.86 437 | 16.61 438 | 32.51 564 | 22.04 515 | 23.00 610 | 19.44 561 | 16.15 561 | 0.71 549 | 0.03 149 | 0.05 341 | 0.01 207 | 0.15 218 | 0.13 230 |
|
| ACV-stereo |  | 11.65 527 | 5.15 579 | 28.84 627 | 6.80 475 | 3.33 414 | 20.38 572 | 6.59 492 | 21.03 431 | 20.57 433 | 17.67 463 | 20.95 407 | 26.81 566 | 16.69 561 | 20.19 576 | 13.26 532 | 0.72 551 | 1.11 628 | 0.15 459 | 0.09 385 | 0.65 485 | 2.13 586 |
|
| iResNet_ROB |  | 11.71 528 | 1.96 444 | 10.77 475 | 6.01 416 | 3.68 432 | 15.13 498 | 2.34 309 | 31.72 570 | 37.58 605 | 26.16 596 | 32.77 566 | 25.88 561 | 15.34 547 | 16.35 521 | 7.94 455 | 0.19 408 | 0.01 47 | 0.00 1 | 0.00 1 | 0.31 340 | 0.12 213 |
|
| UPFNet |  | 11.72 529 | 1.52 315 | 10.33 465 | 7.38 500 | 7.14 608 | 20.05 570 | 9.62 552 | 28.90 529 | 25.94 504 | 20.02 513 | 29.73 516 | 20.91 503 | 16.34 557 | 18.61 550 | 16.17 562 | 0.26 454 | 0.17 449 | 0.25 502 | 0.03 278 | 0.55 455 | 0.56 463 |
|
| FADNet-RVC-Resample |  | 11.72 529 | 4.35 565 | 30.33 637 | 9.46 563 | 3.90 444 | 14.11 472 | 7.17 512 | 25.78 487 | 23.31 469 | 23.27 564 | 29.52 513 | 19.50 494 | 15.00 541 | 15.38 489 | 8.33 468 | 0.53 524 | 0.50 582 | 0.49 545 | 0.50 574 | 1.38 557 | 1.67 570 |
|
| xxxx |  | 11.74 531 | 1.16 185 | 7.88 328 | 5.61 374 | 1.99 323 | 20.46 573 | 3.12 357 | 33.99 602 | 23.76 481 | 15.53 408 | 30.67 528 | 26.88 568 | 14.50 529 | 12.98 431 | 35.48 669 | 0.19 408 | 0.18 457 | 0.01 256 | 0.02 251 | 0.22 259 | 0.27 366 |
|
| CBMV_ROB |  | 11.77 532 | 2.89 521 | 6.92 283 | 5.20 347 | 2.88 388 | 14.12 473 | 4.79 423 | 26.69 501 | 29.84 541 | 26.17 597 | 31.92 554 | 23.61 534 | 20.74 602 | 20.20 577 | 10.18 500 | 1.78 612 | 1.80 644 | 2.17 627 | 1.26 624 | 1.61 561 | 0.55 458 |
|
| PStereo |  | 11.80 533 | 21.18 676 | 5.14 168 | 4.07 231 | 1.27 228 | 10.57 395 | 8.37 532 | 16.06 345 | 37.64 606 | 11.94 318 | 1.56 54 | 11.27 345 | 10.54 432 | 24.16 608 | 33.61 661 | 10.87 680 | 1.46 637 | 1.51 615 | 0.88 599 | 14.24 680 | 9.68 676 |
|
| DSFCA |  | 11.85 534 | 2.01 458 | 12.93 510 | 5.40 366 | 6.87 601 | 15.36 500 | 10.45 574 | 30.68 556 | 31.84 556 | 25.99 593 | 23.52 440 | 22.03 514 | 14.05 515 | 20.28 581 | 12.46 523 | 0.57 528 | 0.41 555 | 0.28 516 | 0.38 547 | 1.02 530 | 0.47 439 |
|
| FADNet_RVC |  | 11.94 535 | 5.17 580 | 39.74 655 | 6.44 448 | 3.46 422 | 11.42 418 | 4.17 401 | 29.16 533 | 26.89 515 | 17.97 469 | 25.96 464 | 13.41 392 | 15.67 550 | 15.84 503 | 13.54 536 | 0.90 581 | 0.75 610 | 0.55 552 | 1.20 621 | 3.65 618 | 2.85 602 |
|
| iResNetv2_ROB |  | 12.00 536 | 2.91 523 | 13.46 521 | 5.82 393 | 3.73 435 | 13.15 454 | 6.45 483 | 34.15 604 | 36.02 596 | 25.25 585 | 33.81 584 | 29.79 585 | 14.24 521 | 13.61 455 | 6.10 410 | 0.21 421 | 0.02 108 | 0.12 435 | 0.00 1 | 0.82 514 | 0.25 356 |
|
| hitnet-ft |   | 12.04 537 | 2.11 473 | 6.14 246 | 7.27 495 | 3.90 444 | 25.98 617 | 3.56 378 | 22.56 451 | 23.74 479 | 20.55 522 | 33.81 584 | 31.59 600 | 18.67 590 | 19.47 562 | 17.20 568 | 0.42 501 | 1.36 634 | 0.35 530 | 0.07 362 | 1.11 537 | 0.86 513 |
|
| NLCA_NET_v2_RVC |  | 12.05 538 | 3.43 540 | 16.25 564 | 7.62 513 | 5.58 554 | 14.57 487 | 6.00 461 | 32.98 591 | 27.41 519 | 21.69 545 | 31.40 545 | 25.21 554 | 13.47 500 | 14.96 482 | 15.60 556 | 0.84 574 | 0.33 544 | 0.35 530 | 0.35 537 | 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 |  | 12.16 539 | 1.68 381 | 11.97 497 | 7.70 515 | 6.20 580 | 19.61 567 | 5.52 444 | 25.78 487 | 34.81 586 | 25.62 591 | 30.78 532 | 24.72 549 | 13.20 497 | 15.81 501 | 18.80 579 | 0.13 383 | 0.01 47 | 0.06 364 | 0.06 351 | 0.63 479 | 0.15 262 |
|
| dad |  | 12.24 540 | 10.20 631 | 13.68 527 | 6.64 464 | 1.47 255 | 13.55 463 | 3.58 381 | 17.62 369 | 35.33 591 | 27.15 607 | 32.65 565 | 30.85 593 | 10.86 439 | 14.33 470 | 10.04 498 | 2.95 636 | 0.55 593 | 7.92 670 | 0.91 604 | 3.35 613 | 1.17 545 |
|
| ISRNet |  | 12.26 541 | 2.02 460 | 17.38 572 | 12.71 629 | 6.24 585 | 7.39 342 | 1.62 203 | 29.23 535 | 31.94 562 | 22.65 555 | 35.28 591 | 24.62 544 | 15.27 545 | 15.28 485 | 13.76 539 | 0.78 561 | 1.00 625 | 2.30 630 | 0.52 576 | 0.92 527 | 4.29 626 |
|
| pcwnet_v2 |  | 12.32 542 | 2.00 450 | 17.53 576 | 7.79 520 | 5.69 562 | 17.06 541 | 3.69 384 | 36.52 630 | 46.17 649 | 20.55 522 | 29.39 510 | 16.50 439 | 13.00 494 | 15.70 497 | 9.32 488 | 0.50 518 | 1.00 625 | 0.34 529 | 0.24 486 | 2.00 579 | 1.38 555 |
|
| 222 |  | 12.33 543 | 1.29 230 | 8.09 343 | 6.06 421 | 2.14 333 | 19.51 566 | 2.53 325 | 33.63 598 | 23.55 472 | 21.72 546 | 30.51 527 | 20.11 498 | 16.77 563 | 13.22 440 | 46.51 700 | 0.15 394 | 0.14 426 | 0.01 256 | 0.03 278 | 0.26 297 | 0.26 360 |
|
| ADLNet |  | 12.34 544 | 2.22 485 | 10.14 461 | 8.38 536 | 6.78 598 | 17.56 548 | 9.05 540 | 33.21 595 | 26.28 509 | 27.06 604 | 26.01 466 | 26.80 565 | 13.76 507 | 16.99 532 | 18.74 578 | 0.24 443 | 0.39 551 | 0.23 498 | 0.10 398 | 0.64 483 | 2.16 591 |
|
| CBFPSM |  | 12.42 545 | 2.59 510 | 28.96 630 | 4.74 295 | 3.20 408 | 22.33 587 | 16.31 641 | 21.13 433 | 21.03 440 | 21.04 535 | 27.81 488 | 30.24 590 | 15.99 554 | 14.59 479 | 14.80 547 | 0.04 293 | 0.49 580 | 0.10 418 | 0.16 434 | 0.51 440 | 2.34 595 |
|
| DualNet (step1) |  | 12.44 546 | 4.86 573 | 17.49 573 | 5.97 410 | 2.94 395 | 17.57 549 | 8.30 529 | 28.75 524 | 23.91 482 | 24.38 575 | 21.03 408 | 24.64 545 | 17.82 579 | 13.58 453 | 9.82 491 | 6.44 664 | 0.87 618 | 6.62 659 | 7.44 672 | 3.20 609 | 3.11 609 |
|
| ADLNet2 |  | 12.44 546 | 2.17 480 | 12.84 509 | 9.17 553 | 5.82 569 | 20.00 569 | 10.13 567 | 32.53 586 | 36.22 599 | 18.62 489 | 19.39 376 | 21.96 513 | 17.07 568 | 21.43 592 | 19.42 582 | 0.24 443 | 0.15 433 | 0.06 364 | 0.08 371 | 0.86 518 | 0.57 464 |
|
| AASNet |  | 12.49 548 | 2.46 499 | 10.49 468 | 9.82 574 | 6.86 600 | 17.33 544 | 6.73 496 | 41.09 662 | 37.86 609 | 22.53 554 | 29.11 502 | 16.68 442 | 13.48 502 | 14.54 478 | 17.87 574 | 0.20 416 | 0.02 108 | 0.78 572 | 0.05 330 | 1.18 541 | 0.76 499 |
|
| HBP-ISP |  | 12.52 549 | 7.82 616 | 8.47 366 | 7.57 512 | 4.27 468 | 12.56 441 | 6.42 482 | 28.68 523 | 29.56 532 | 21.11 537 | 35.69 593 | 15.85 428 | 18.42 586 | 20.44 584 | 11.00 515 | 3.03 637 | 2.63 658 | 7.09 668 | 3.97 657 | 3.58 616 | 2.27 593 |
|
| Selective-IGEV-i16pb |  | 12.56 550 | 1.79 420 | 18.70 590 | 6.40 445 | 2.14 333 | 35.66 662 | 11.00 581 | 31.78 571 | 35.44 592 | 14.65 381 | 26.95 480 | 19.68 497 | 11.09 447 | 15.94 509 | 13.10 529 | 2.24 621 | 1.00 625 | 0.49 545 | 0.95 608 | 1.14 540 | 1.06 536 |
|
| CRFU-Net |  | 12.56 550 | 2.89 521 | 11.77 492 | 8.18 530 | 5.80 568 | 24.84 605 | 10.46 578 | 24.56 473 | 13.12 329 | 30.06 626 | 29.37 505 | 29.09 576 | 19.64 595 | 19.96 569 | 18.53 577 | 0.82 571 | 0.48 577 | 0.27 508 | 0.15 431 | 0.53 448 | 0.68 485 |
|
| UNet |  | 12.64 552 | 2.02 460 | 13.36 516 | 6.85 479 | 7.76 622 | 25.31 614 | 4.74 420 | 34.10 603 | 28.19 526 | 20.03 514 | 31.07 539 | 27.02 571 | 17.36 572 | 20.18 575 | 13.87 540 | 0.06 340 | 0.05 212 | 0.27 508 | 0.01 207 | 0.23 274 | 0.39 414 |
|
| delet |  | 12.65 553 | 1.85 426 | 11.36 486 | 7.71 517 | 6.22 582 | 22.52 589 | 10.22 571 | 28.14 519 | 37.67 607 | 19.66 506 | 29.24 504 | 21.00 505 | 15.99 554 | 21.97 594 | 17.77 573 | 0.03 272 | 0.07 280 | 0.19 482 | 0.04 302 | 0.60 471 | 0.75 498 |
|
| HGLStereo |  | 12.72 554 | 2.66 512 | 12.34 501 | 9.93 578 | 7.55 616 | 16.16 525 | 7.45 520 | 31.48 568 | 27.01 516 | 20.01 512 | 35.31 592 | 26.98 570 | 18.90 591 | 17.87 540 | 18.90 580 | 0.33 470 | 0.16 444 | 0.07 376 | 0.05 330 | 0.48 422 | 0.70 491 |
|
| GEStereo_RVC |  | 12.81 555 | 2.49 502 | 13.64 525 | 9.68 570 | 4.97 511 | 18.16 554 | 11.30 587 | 31.26 564 | 47.47 652 | 19.84 509 | 26.97 481 | 19.03 485 | 13.19 496 | 20.14 574 | 14.86 550 | 0.83 573 | 0.51 586 | 0.10 418 | 0.13 416 | 0.54 451 | 0.99 529 |
|
| CSP-Net |  | 12.85 556 | 2.95 525 | 9.64 435 | 5.94 408 | 3.96 447 | 25.85 615 | 9.93 556 | 28.81 528 | 26.00 506 | 29.31 622 | 32.44 563 | 30.00 587 | 15.16 543 | 20.25 578 | 14.30 545 | 0.55 527 | 0.19 464 | 0.03 307 | 0.00 1 | 0.65 485 | 0.98 528 |
|
| SGM-Forest |  | 12.92 557 | 1.87 427 | 6.61 263 | 5.68 380 | 2.05 328 | 23.19 595 | 11.30 587 | 34.24 607 | 30.77 548 | 26.54 599 | 31.99 555 | 29.98 586 | 15.74 551 | 21.17 591 | 13.36 534 | 1.05 592 | 0.33 544 | 0.84 583 | 0.01 207 | 0.71 495 | 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 |  | 12.97 558 | 2.08 469 | 12.74 507 | 6.98 482 | 6.27 587 | 26.39 622 | 4.73 419 | 23.10 459 | 41.79 627 | 25.48 589 | 32.29 562 | 21.09 507 | 17.79 577 | 19.52 563 | 17.90 575 | 0.19 408 | 0.07 280 | 0.10 418 | 0.00 1 | 0.37 377 | 0.59 469 |
|
| STTStereo |  | 12.97 558 | 4.88 576 | 26.57 623 | 7.54 510 | 5.41 546 | 13.43 458 | 6.49 486 | 30.53 555 | 26.35 511 | 25.14 584 | 31.43 546 | 32.00 603 | 14.12 517 | 16.01 514 | 14.83 549 | 0.29 462 | 0.31 536 | 0.67 565 | 1.08 615 | 1.21 543 | 1.11 539 |
|
| TDLM |  | 12.98 560 | 3.78 551 | 9.77 444 | 10.75 602 | 4.94 509 | 16.10 521 | 14.08 617 | 35.05 615 | 31.87 557 | 22.36 551 | 26.51 477 | 26.09 562 | 14.97 540 | 24.73 614 | 13.11 530 | 1.05 592 | 0.05 212 | 1.21 606 | 0.27 505 | 1.83 572 | 1.00 531 |
|
| AANet_RVC |  | 13.16 561 | 5.34 584 | 10.83 478 | 8.20 532 | 4.44 485 | 14.13 474 | 9.46 549 | 28.78 527 | 37.67 607 | 23.44 566 | 37.47 607 | 23.48 532 | 15.83 553 | 22.39 598 | 16.63 564 | 1.67 609 | 0.86 616 | 0.24 501 | 0.02 251 | 0.63 479 | 1.60 566 |
|
| psm_up |  | 13.18 562 | 1.91 433 | 8.81 382 | 9.59 568 | 5.84 572 | 15.17 499 | 11.37 589 | 38.74 649 | 30.81 549 | 20.66 527 | 30.32 525 | 30.00 587 | 23.12 611 | 19.19 558 | 16.02 558 | 0.58 529 | 0.10 358 | 0.17 469 | 0.01 207 | 0.65 485 | 0.55 458 |
|
| xyz-stereo |  | 13.23 563 | 0.83 77 | 38.70 653 | 2.53 74 | 0.83 166 | 41.19 680 | 4.82 427 | 13.68 290 | 26.28 509 | 22.98 560 | 37.78 609 | 29.35 581 | 18.53 588 | 18.11 545 | 7.85 452 | 0.22 427 | 0.03 149 | 0.64 562 | 0.01 207 | 0.13 204 | 0.06 132 |
|
| ssnet_v2 |  | 13.23 563 | 2.43 496 | 11.25 483 | 7.34 497 | 2.92 394 | 23.05 594 | 12.95 605 | 35.93 625 | 32.92 574 | 21.23 540 | 25.38 459 | 28.81 575 | 15.22 544 | 22.57 599 | 19.81 586 | 0.18 404 | 0.08 318 | 0.19 482 | 0.05 330 | 1.24 546 | 1.06 536 |
|
| CVANet_RVC |  | 13.24 565 | 3.39 539 | 8.43 361 | 8.42 537 | 5.04 518 | 18.52 561 | 11.72 595 | 32.03 575 | 33.85 577 | 23.17 563 | 32.77 566 | 29.78 584 | 16.51 560 | 23.20 603 | 11.28 517 | 0.94 582 | 0.04 173 | 1.19 605 | 0.47 570 | 3.13 605 | 1.01 532 |
|
| FADNet-RVC |  | 13.27 566 | 11.57 646 | 39.71 654 | 7.94 523 | 4.50 491 | 15.41 503 | 6.95 506 | 27.96 514 | 22.98 468 | 20.37 521 | 30.73 531 | 26.86 567 | 11.31 455 | 20.50 586 | 14.28 544 | 0.14 385 | 0.14 426 | 0.13 447 | 0.18 441 | 2.83 596 | 0.86 513 |
|
| DLCB_ROB |  | 13.35 567 | 3.00 528 | 9.12 407 | 9.43 559 | 5.68 560 | 21.80 584 | 10.12 566 | 29.19 534 | 29.92 542 | 27.71 609 | 31.45 551 | 32.37 606 | 19.50 594 | 19.02 554 | 16.73 565 | 0.22 427 | 0.04 173 | 0.38 536 | 0.06 351 | 0.49 431 | 0.85 512 |
|
| StereoDRNet-Refined |  | 13.36 568 | 2.80 515 | 10.82 477 | 7.94 523 | 3.10 404 | 18.95 562 | 4.45 410 | 28.47 522 | 29.65 535 | 29.11 618 | 41.47 634 | 24.44 542 | 17.64 575 | 23.34 604 | 21.66 597 | 0.16 397 | 0.07 280 | 0.53 550 | 0.32 527 | 0.77 510 | 1.64 568 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| SACVNet |  | 13.38 569 | 4.08 559 | 11.41 488 | 11.67 619 | 5.79 567 | 17.28 543 | 9.39 547 | 32.77 588 | 22.29 458 | 28.11 612 | 33.35 576 | 32.48 607 | 21.86 606 | 19.75 565 | 10.28 504 | 1.00 588 | 0.48 577 | 0.85 584 | 0.29 512 | 1.31 553 | 3.08 607 |
|
| iinet-f |  | 13.51 570 | 4.29 562 | 45.90 668 | 6.01 416 | 3.96 447 | 21.00 576 | 13.40 611 | 27.40 511 | 21.12 442 | 21.11 537 | 30.72 530 | 21.49 510 | 16.96 566 | 15.33 486 | 19.50 584 | 0.12 378 | 0.42 559 | 0.09 399 | 0.05 330 | 0.89 522 | 0.39 414 |
|
| rvit_105_1 |  | 13.56 571 | 5.57 587 | 19.88 601 | 13.22 633 | 4.58 496 | 15.04 495 | 28.61 691 | 26.56 499 | 42.75 633 | 18.83 493 | 24.53 450 | 20.93 504 | 13.85 510 | 18.02 544 | 11.90 522 | 1.74 610 | 0.60 597 | 0.25 502 | 2.10 641 | 0.61 473 | 1.64 568 |
|
| CBMV |   | 13.69 572 | 3.63 545 | 8.02 340 | 5.93 407 | 2.69 374 | 22.57 590 | 12.44 602 | 29.81 544 | 31.57 555 | 31.20 632 | 33.79 583 | 31.04 594 | 17.41 573 | 25.28 617 | 14.11 543 | 0.71 549 | 0.60 597 | 0.60 558 | 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 |  | 13.70 573 | 7.41 613 | 14.68 546 | 6.70 468 | 5.63 557 | 18.43 559 | 12.59 603 | 38.89 651 | 25.56 499 | 20.27 519 | 35.71 594 | 21.11 508 | 16.35 558 | 17.16 534 | 17.56 571 | 2.28 622 | 0.53 590 | 5.37 652 | 0.36 540 | 4.28 625 | 3.09 608 |
|
| FADNet |  | 14.18 574 | 10.92 640 | 37.56 650 | 7.79 520 | 6.64 592 | 17.48 547 | 6.91 503 | 34.73 613 | 34.03 578 | 18.85 494 | 27.02 482 | 28.26 573 | 14.24 521 | 17.77 539 | 10.09 499 | 0.41 497 | 0.67 604 | 0.37 534 | 0.37 544 | 8.13 654 | 1.34 552 |
|
| fast-acv-ft |  | 14.25 575 | 4.00 558 | 16.20 562 | 7.51 508 | 5.14 528 | 26.38 621 | 9.77 554 | 24.62 474 | 34.84 588 | 25.30 587 | 37.27 605 | 32.09 604 | 20.38 600 | 18.32 546 | 19.50 584 | 0.36 479 | 0.32 539 | 0.63 560 | 0.47 570 | 1.18 541 | 0.76 499 |
|
| DStereoRT |  | 14.31 576 | 2.30 491 | 10.03 460 | 10.45 592 | 5.01 517 | 18.36 556 | 6.38 480 | 27.11 505 | 26.47 512 | 15.77 414 | 24.40 448 | 10.48 331 | 14.62 532 | 17.08 533 | 9.45 489 | 1.32 603 | 0.51 586 | 57.89 711 | 25.93 700 | 0.56 462 | 2.01 582 |
|
| pmcnn |  | 14.59 577 | 3.68 548 | 19.78 600 | 6.83 477 | 4.51 492 | 21.27 580 | 14.67 623 | 27.37 509 | 30.54 545 | 27.09 606 | 40.19 626 | 38.71 644 | 18.53 588 | 17.70 538 | 19.27 581 | 0.84 574 | 0.09 337 | 0.00 1 | 0.00 1 | 0.48 422 | 0.31 387 |
|
| Anonymous_2 |  | 14.95 578 | 6.75 606 | 17.63 578 | 5.45 368 | 7.10 607 | 26.19 618 | 11.58 592 | 18.06 384 | 17.30 396 | 17.61 462 | 15.47 323 | 23.33 530 | 20.95 604 | 20.55 587 | 14.63 546 | 11.05 684 | 12.86 694 | 11.27 678 | 25.12 699 | 11.32 672 | 4.82 634 |
|
| z-ln-s-r |  | 14.97 579 | 6.05 591 | 40.55 657 | 5.39 365 | 5.41 546 | 13.95 471 | 13.34 610 | 21.84 442 | 36.75 602 | 18.86 495 | 43.90 652 | 23.71 537 | 16.41 559 | 22.64 601 | 28.99 652 | 0.02 232 | 0.02 108 | 0.00 1 | 0.00 1 | 1.04 532 | 0.48 443 |
|
| test_sample9 |  | 15.04 580 | 4.86 573 | 17.49 573 | 5.97 410 | 2.94 395 | 17.57 549 | 8.30 529 | 28.75 524 | 23.91 482 | 24.38 575 | 21.03 408 | 24.64 545 | 17.82 579 | 20.07 572 | 20.17 588 | 6.44 664 | 36.07 708 | 6.62 659 | 7.44 672 | 3.20 609 | 3.11 609 |
|
| NVstereo2D |  | 15.15 581 | 2.97 526 | 16.28 565 | 9.23 556 | 7.56 617 | 30.03 638 | 9.53 551 | 42.80 672 | 42.72 632 | 15.11 394 | 27.03 483 | 23.16 527 | 16.93 565 | 24.28 610 | 15.45 554 | 3.07 639 | 0.43 564 | 1.44 614 | 0.61 584 | 6.74 644 | 7.60 662 |
|
| TCMNet |  | 15.19 582 | 6.68 604 | 19.70 598 | 13.83 638 | 12.53 668 | 26.35 620 | 13.66 612 | 29.47 539 | 35.21 589 | 24.71 579 | 31.20 541 | 23.44 531 | 15.13 542 | 18.97 553 | 22.59 609 | 1.13 596 | 0.65 601 | 2.04 623 | 0.97 610 | 3.18 606 | 2.31 594 |
|
| Wz-Net-LNSev-Ref |  | 15.26 583 | 3.68 548 | 27.36 625 | 7.11 490 | 5.83 571 | 24.88 607 | 12.12 600 | 30.19 547 | 36.12 598 | 27.08 605 | 45.98 657 | 29.10 577 | 13.65 503 | 20.45 585 | 20.26 591 | 0.67 546 | 0.00 1 | 0.10 418 | 0.00 1 | 0.32 350 | 0.26 360 |
|
| StereoDRNet |  | 15.30 584 | 4.47 566 | 14.35 542 | 10.71 598 | 8.69 636 | 25.02 610 | 11.03 582 | 39.66 653 | 35.62 594 | 29.17 619 | 28.81 500 | 34.05 623 | 17.80 578 | 18.80 551 | 23.77 615 | 0.41 497 | 0.30 532 | 0.15 459 | 0.14 422 | 1.64 564 | 1.42 557 |
|
| FINET |  | 15.49 585 | 6.08 592 | 24.99 618 | 8.12 528 | 7.69 620 | 21.80 584 | 22.35 671 | 33.76 600 | 48.27 654 | 25.99 593 | 32.27 561 | 19.48 493 | 16.83 564 | 19.07 555 | 16.38 563 | 1.37 604 | 0.70 605 | 0.95 591 | 0.27 505 | 2.61 591 | 0.90 518 |
|
| DRN-Test |  | 15.88 586 | 3.83 554 | 14.70 547 | 9.96 580 | 8.02 629 | 28.93 635 | 14.65 622 | 42.34 667 | 38.25 612 | 28.18 613 | 34.31 588 | 29.22 579 | 18.35 585 | 20.01 570 | 22.68 610 | 0.37 482 | 0.41 555 | 0.46 542 | 0.28 508 | 1.28 549 | 1.34 552 |
|
| YMNet |  | 15.91 587 | 5.68 589 | 21.74 610 | 10.94 605 | 8.77 638 | 25.22 612 | 9.21 543 | 32.22 581 | 31.35 551 | 33.81 650 | 38.84 617 | 34.00 620 | 17.83 582 | 19.95 567 | 21.57 595 | 0.87 577 | 1.30 630 | 1.22 608 | 0.91 604 | 1.64 564 | 1.18 547 |
|
| YMNet_1 |  | 15.91 587 | 5.68 589 | 21.74 610 | 10.94 605 | 8.77 638 | 25.22 612 | 9.21 543 | 32.22 581 | 31.35 551 | 33.81 650 | 38.84 617 | 34.00 620 | 17.83 582 | 19.95 567 | 21.57 595 | 0.87 577 | 1.30 630 | 1.22 608 | 0.91 604 | 1.64 564 | 1.18 547 |
|
| SDNR |  | 16.15 589 | 5.23 582 | 28.92 629 | 5.73 388 | 6.05 579 | 56.85 700 | 3.26 358 | 23.18 460 | 29.73 536 | 20.62 525 | 36.48 598 | 13.59 396 | 16.97 567 | 18.43 547 | 13.44 535 | 10.56 679 | 13.84 696 | 3.10 643 | 0.44 565 | 7.80 650 | 8.81 669 |
|
| PA-Net |  | 16.29 590 | 6.88 608 | 27.34 624 | 9.88 577 | 11.12 657 | 21.77 583 | 28.15 690 | 32.06 576 | 39.49 613 | 19.99 511 | 27.91 489 | 23.50 533 | 20.59 601 | 20.25 578 | 24.04 618 | 0.24 443 | 2.26 654 | 0.22 494 | 4.59 661 | 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 |  | 16.36 591 | 1.88 429 | 16.15 561 | 7.78 519 | 4.19 463 | 26.92 625 | 10.21 570 | 30.31 552 | 44.26 642 | 21.35 542 | 33.91 586 | 35.80 633 | 22.40 608 | 35.65 661 | 33.87 663 | 0.18 404 | 0.08 318 | 0.04 330 | 0.04 302 | 1.71 568 | 0.54 456 |
|
| GwcNet |   | 16.48 592 | 5.23 582 | 20.03 603 | 10.24 589 | 8.48 633 | 28.79 632 | 10.09 564 | 38.60 647 | 44.51 643 | 23.29 565 | 36.95 603 | 31.29 597 | 19.79 598 | 20.42 583 | 25.70 631 | 0.54 525 | 0.72 606 | 0.57 555 | 0.39 550 | 1.37 556 | 2.64 598 |
|
| NaN_ROB |  | 16.51 593 | 6.51 601 | 16.22 563 | 10.53 596 | 4.64 499 | 31.76 648 | 17.78 653 | 37.00 636 | 43.37 637 | 29.68 624 | 31.29 542 | 32.67 612 | 20.32 599 | 28.00 633 | 16.06 559 | 0.38 483 | 0.41 555 | 0.32 526 | 0.41 554 | 0.87 520 | 1.94 579 |
|
| FAT-Stereo |  | 16.81 594 | 2.97 526 | 17.56 577 | 9.80 573 | 6.21 581 | 16.12 524 | 13.23 609 | 38.18 646 | 39.67 616 | 27.00 603 | 39.73 624 | 37.55 640 | 31.30 656 | 20.39 582 | 21.52 594 | 3.44 641 | 2.05 647 | 0.81 581 | 1.10 616 | 1.89 575 | 5.72 639 |
|
| S-Stereo |  | 16.85 595 | 3.95 557 | 20.67 606 | 12.08 625 | 8.91 642 | 21.68 582 | 12.61 604 | 32.20 580 | 44.61 644 | 22.37 552 | 38.42 615 | 29.15 578 | 28.02 640 | 18.58 549 | 22.36 608 | 2.88 635 | 3.11 667 | 0.87 588 | 1.82 635 | 3.58 616 | 9.08 671 |
|
| DANet |  | 16.85 595 | 8.00 617 | 26.04 622 | 14.56 647 | 7.25 610 | 20.59 574 | 5.37 435 | 26.22 495 | 26.02 508 | 32.17 640 | 36.00 596 | 37.20 638 | 29.77 648 | 30.75 641 | 24.62 623 | 1.14 598 | 1.34 632 | 2.21 628 | 0.51 575 | 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 |  | 16.87 597 | 16.27 663 | 17.93 584 | 11.24 613 | 6.69 595 | 28.95 636 | 10.44 573 | 41.23 664 | 21.49 447 | 29.68 624 | 34.27 587 | 32.48 607 | 11.00 444 | 20.05 571 | 15.09 552 | 8.22 671 | 2.59 657 | 12.23 679 | 0.75 595 | 10.40 665 | 6.34 646 |
|
| PSMNet_ROB |  | 16.90 598 | 5.45 585 | 14.16 535 | 13.77 636 | 7.25 610 | 27.65 628 | 32.74 697 | 43.21 675 | 37.88 610 | 24.00 569 | 32.97 571 | 34.55 627 | 16.69 561 | 17.41 535 | 23.96 617 | 0.38 483 | 0.22 488 | 0.93 590 | 2.05 639 | 1.83 572 | 0.96 524 |
|
| GANet |  | 16.92 599 | 4.32 564 | 12.46 503 | 10.84 604 | 4.24 465 | 23.04 593 | 15.36 635 | 39.91 656 | 34.47 584 | 32.42 641 | 45.10 656 | 40.04 653 | 27.54 635 | 23.61 607 | 20.20 590 | 1.02 591 | 0.08 318 | 0.67 565 | 0.22 467 | 1.87 574 | 0.97 525 |
|
| Syn2CoEx |  | 17.03 600 | 10.40 634 | 25.65 621 | 20.35 666 | 8.02 629 | 26.28 619 | 11.27 586 | 37.16 638 | 32.69 572 | 28.89 616 | 40.17 625 | 29.27 580 | 26.63 630 | 19.19 558 | 17.63 572 | 0.98 586 | 0.54 591 | 1.23 610 | 0.23 476 | 1.82 571 | 2.24 592 |
|
| test_sample8 |  | 17.19 601 | 4.86 573 | 17.49 573 | 5.97 410 | 2.94 395 | 17.57 549 | 8.30 529 | 31.87 572 | 18.55 415 | 33.54 647 | 26.00 465 | 40.64 656 | 32.90 661 | 20.07 572 | 20.17 588 | 6.44 664 | 36.07 708 | 6.62 659 | 7.44 672 | 3.20 609 | 3.11 609 |
|
| NCCL2 |  | 17.23 602 | 6.37 600 | 14.30 541 | 23.45 679 | 7.18 609 | 24.16 599 | 17.05 648 | 34.39 609 | 25.88 502 | 31.55 634 | 38.01 611 | 42.09 663 | 26.81 631 | 20.94 590 | 22.69 611 | 0.45 506 | 0.23 496 | 2.63 636 | 1.80 634 | 2.02 581 | 2.57 596 |
|
| GASNet |  | 17.30 603 | 19.38 671 | 30.46 638 | 20.66 668 | 9.36 646 | 16.06 519 | 9.06 541 | 43.89 679 | 40.04 619 | 25.35 588 | 23.73 441 | 32.90 613 | 15.37 548 | 28.91 635 | 17.05 566 | 3.04 638 | 0.27 523 | 1.88 621 | 0.45 568 | 6.73 643 | 1.37 554 |
|
| ADCRef |  | 17.30 603 | 6.73 605 | 42.01 663 | 10.11 583 | 8.78 640 | 26.61 623 | 10.45 574 | 31.29 566 | 32.75 573 | 31.19 631 | 41.62 637 | 18.47 478 | 19.78 597 | 24.29 611 | 34.06 665 | 0.76 558 | 0.42 559 | 2.16 626 | 1.79 633 | 1.23 545 | 1.56 565 |
|
| XPNet_ROB |  | 17.33 605 | 4.84 571 | 15.44 552 | 11.15 610 | 6.64 592 | 20.88 575 | 16.10 638 | 36.26 628 | 39.54 614 | 31.80 638 | 41.32 632 | 41.30 660 | 23.91 615 | 24.67 612 | 27.40 639 | 1.07 595 | 0.74 608 | 0.79 574 | 0.25 492 | 1.10 536 | 1.31 551 |
|
| w-ln-seven-2 |  | 17.58 606 | 7.62 614 | 41.78 661 | 11.29 615 | 6.55 591 | 23.49 596 | 14.08 617 | 29.64 542 | 39.85 618 | 28.44 615 | 42.38 640 | 30.45 591 | 27.66 637 | 22.16 596 | 22.15 604 | 0.44 504 | 0.49 580 | 0.65 563 | 0.17 439 | 1.58 560 | 0.81 504 |
|
| RP |  | 17.58 606 | 4.92 577 | 15.27 551 | 15.44 653 | 11.95 665 | 21.05 577 | 11.75 596 | 27.64 512 | 45.09 647 | 22.99 561 | 42.05 639 | 39.39 649 | 27.74 638 | 25.54 618 | 22.33 607 | 5.45 657 | 0.59 596 | 4.33 648 | 1.62 632 | 3.53 615 | 2.86 604 |
|
| SuperB |  | 17.60 608 | 6.22 599 | 56.40 690 | 7.91 522 | 5.07 520 | 19.70 568 | 9.03 539 | 24.87 476 | 50.15 666 | 26.25 598 | 39.13 619 | 17.61 463 | 20.84 603 | 22.28 597 | 25.31 627 | 0.70 547 | 0.31 536 | 1.10 600 | 0.71 592 | 16.58 686 | 1.86 574 |
|
| ETE_ROB |  | 17.67 609 | 9.48 625 | 17.66 579 | 13.60 634 | 4.57 495 | 23.03 592 | 21.09 666 | 32.49 584 | 35.24 590 | 30.49 628 | 38.06 612 | 46.18 676 | 24.49 618 | 26.40 623 | 24.21 620 | 0.46 511 | 0.24 507 | 1.14 601 | 0.84 598 | 1.52 559 | 2.13 586 |
|
| APVNet |  | 17.75 610 | 5.46 586 | 20.35 605 | 12.31 627 | 8.40 632 | 30.16 640 | 24.10 680 | 41.14 663 | 30.12 543 | 25.08 583 | 41.09 630 | 31.24 595 | 23.12 611 | 27.07 626 | 27.86 645 | 0.34 474 | 0.56 594 | 3.02 641 | 0.52 576 | 1.68 567 | 1.45 559 |
|
| PWCDC_ROB |   | 17.80 611 | 9.62 626 | 18.38 588 | 17.95 660 | 7.74 621 | 24.61 604 | 5.56 447 | 34.41 610 | 52.79 671 | 29.66 623 | 50.20 672 | 20.63 501 | 19.69 596 | 29.85 640 | 20.87 592 | 6.18 661 | 0.26 519 | 0.10 418 | 0.05 330 | 5.36 637 | 2.00 581 |
|
| MDST_ROB |  | 17.92 612 | 1.60 349 | 13.68 527 | 13.88 640 | 6.44 589 | 43.05 682 | 14.86 625 | 42.74 671 | 41.66 625 | 43.25 676 | 42.85 644 | 28.43 574 | 17.28 571 | 29.35 637 | 16.06 559 | 0.88 580 | 0.11 380 | 0.63 560 | 0.47 570 | 0.50 436 | 0.64 480 |
|
| Nwc_Net |  | 17.98 613 | 4.67 569 | 17.79 583 | 14.26 643 | 11.65 663 | 25.14 611 | 14.88 626 | 40.85 660 | 39.83 617 | 21.07 536 | 43.24 646 | 34.50 626 | 27.64 636 | 26.44 625 | 25.03 624 | 3.22 640 | 0.18 457 | 2.52 635 | 3.18 648 | 1.98 577 | 1.51 562 |
|
| ADCP+ |  | 18.16 614 | 4.61 568 | 32.94 641 | 9.31 557 | 10.23 651 | 28.87 633 | 11.69 594 | 33.43 596 | 36.49 600 | 29.28 621 | 40.49 627 | 24.18 541 | 24.61 621 | 33.89 650 | 35.33 667 | 0.25 449 | 0.40 554 | 2.00 622 | 1.17 620 | 2.16 584 | 1.87 576 |
|
| Wz-Net-LNSev |  | 18.19 615 | 10.57 636 | 41.33 659 | 10.19 586 | 7.94 627 | 24.29 600 | 15.28 633 | 34.15 604 | 43.38 638 | 32.90 644 | 43.72 650 | 31.94 602 | 22.21 607 | 20.81 589 | 22.26 605 | 0.47 512 | 0.22 488 | 0.00 1 | 0.02 251 | 1.22 544 | 0.94 523 |
|
| PWC_ROB |   | 18.37 616 | 10.55 635 | 25.19 619 | 10.21 587 | 6.29 588 | 23.75 597 | 4.79 423 | 35.93 625 | 48.75 658 | 32.56 642 | 44.46 655 | 34.68 628 | 24.78 623 | 30.99 642 | 25.72 632 | 1.38 606 | 0.08 318 | 1.57 616 | 0.26 498 | 2.18 585 | 3.17 614 |
|
| AF-Net |  | 18.38 617 | 5.60 588 | 14.21 537 | 15.95 654 | 10.78 654 | 22.26 586 | 10.45 574 | 35.39 619 | 50.22 667 | 24.71 579 | 37.77 608 | 41.55 661 | 29.24 646 | 29.11 636 | 26.67 633 | 4.35 651 | 0.06 251 | 4.56 650 | 0.90 601 | 2.42 586 | 1.38 555 |
|
| stereogan |  | 18.62 618 | 3.07 530 | 16.31 566 | 13.04 631 | 9.99 649 | 35.74 663 | 9.09 542 | 38.17 645 | 45.27 648 | 24.39 578 | 41.24 631 | 39.93 651 | 25.46 627 | 31.29 644 | 24.33 622 | 1.80 613 | 0.91 622 | 2.71 638 | 0.75 595 | 5.15 635 | 3.70 615 |
|
| edge stereo |  | 18.75 619 | 5.12 578 | 17.66 579 | 10.77 603 | 7.84 625 | 22.41 588 | 11.03 582 | 35.23 618 | 42.07 631 | 34.62 652 | 42.74 642 | 41.28 659 | 35.50 667 | 25.14 616 | 24.17 619 | 2.42 628 | 2.42 656 | 6.35 658 | 1.45 628 | 2.89 599 | 3.80 616 |
|
| RYNet |  | 18.92 620 | 4.69 570 | 16.88 570 | 10.99 607 | 15.84 678 | 46.72 685 | 16.57 644 | 37.84 642 | 48.03 653 | 26.92 601 | 26.48 475 | 37.84 643 | 24.92 625 | 19.80 566 | 31.04 658 | 0.25 449 | 0.25 515 | 0.62 559 | 0.03 278 | 6.34 642 | 6.39 647 |
|
| Wz-Net-MNSev |  | 18.98 621 | 6.53 602 | 33.16 643 | 10.15 585 | 7.26 612 | 38.37 673 | 16.45 642 | 34.19 606 | 43.20 636 | 30.65 629 | 40.76 628 | 40.51 655 | 19.24 593 | 27.56 628 | 28.06 650 | 0.81 570 | 0.26 519 | 0.05 341 | 0.10 398 | 1.45 558 | 0.84 509 |
|
| LALA_ROB |  | 19.19 622 | 7.15 611 | 15.93 560 | 12.96 630 | 5.30 541 | 28.30 631 | 23.21 678 | 42.51 668 | 36.69 601 | 33.45 646 | 40.81 629 | 50.96 688 | 24.53 619 | 27.92 630 | 25.66 630 | 0.60 534 | 0.44 566 | 2.04 623 | 1.22 622 | 2.54 590 | 1.47 560 |
|
| aanetorigin |  | 19.21 623 | 12.59 648 | 53.50 677 | 9.67 569 | 7.83 624 | 11.85 426 | 13.87 615 | 17.05 360 | 34.15 581 | 49.18 686 | 48.89 668 | 34.05 623 | 30.22 650 | 22.86 602 | 28.00 649 | 1.01 590 | 0.75 610 | 0.67 565 | 0.89 600 | 3.07 602 | 4.14 625 |
|
| SGM_RVC |   | 19.52 624 | 2.12 476 | 6.79 276 | 6.59 458 | 1.33 242 | 38.20 672 | 15.74 636 | 38.13 644 | 34.07 579 | 45.71 681 | 41.91 638 | 51.41 689 | 38.10 674 | 38.77 677 | 27.80 644 | 0.61 538 | 0.36 549 | 0.51 548 | 0.33 532 | 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 |  | 19.64 625 | 9.36 622 | 31.06 639 | 10.99 607 | 6.24 585 | 28.10 630 | 10.14 568 | 37.50 641 | 58.34 694 | 31.74 636 | 36.70 600 | 32.50 609 | 21.03 605 | 36.00 666 | 37.24 677 | 1.23 601 | 0.44 566 | 0.12 435 | 0.31 524 | 1.98 577 | 1.69 571 |
|
| NCC-stereo |  | 19.75 626 | 6.08 592 | 23.96 614 | 15.05 649 | 16.17 679 | 18.42 557 | 21.45 667 | 43.31 677 | 41.00 623 | 24.30 573 | 38.12 613 | 34.98 629 | 26.92 632 | 35.46 658 | 25.65 628 | 4.29 649 | 2.07 649 | 3.24 644 | 8.90 682 | 2.86 597 | 2.86 604 |
|
| Abc-Net |  | 19.75 626 | 6.08 592 | 23.96 614 | 15.05 649 | 16.17 679 | 18.42 557 | 21.45 667 | 43.31 677 | 41.00 623 | 24.30 573 | 38.12 613 | 34.98 629 | 26.92 632 | 35.46 658 | 25.65 628 | 4.29 649 | 2.07 649 | 3.24 644 | 8.90 682 | 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 |  | 19.79 628 | 12.06 647 | 33.43 644 | 13.79 637 | 16.23 681 | 22.97 591 | 15.88 637 | 35.41 620 | 41.96 629 | 19.90 510 | 32.16 560 | 35.60 632 | 18.14 584 | 29.48 639 | 23.10 612 | 3.85 645 | 3.89 678 | 6.16 657 | 4.75 662 | 13.56 676 | 13.44 685 |
|
| RGC |  | 19.90 629 | 13.26 651 | 20.24 604 | 18.19 661 | 14.06 674 | 21.21 578 | 14.33 619 | 34.97 614 | 43.60 640 | 27.73 610 | 41.49 635 | 39.76 650 | 27.98 639 | 34.52 653 | 21.37 593 | 3.66 644 | 0.54 591 | 8.67 671 | 4.16 659 | 4.19 623 | 4.02 622 |
|
| DeepPrunerF |  | 19.92 630 | 11.02 643 | 44.29 664 | 20.74 669 | 17.75 683 | 19.19 564 | 22.57 672 | 36.86 635 | 49.93 662 | 25.48 589 | 36.62 599 | 24.69 548 | 23.97 616 | 23.44 605 | 21.79 598 | 2.68 633 | 1.63 642 | 5.70 654 | 3.95 656 | 3.38 614 | 2.67 599 |
|
| WCMA_ROB |  | 20.02 631 | 4.30 563 | 19.72 599 | 9.47 564 | 7.00 605 | 32.71 654 | 13.99 616 | 31.97 574 | 32.48 569 | 41.51 671 | 52.00 677 | 44.09 667 | 36.14 669 | 32.43 646 | 24.29 621 | 6.19 662 | 2.79 663 | 1.09 599 | 1.10 616 | 3.95 620 | 3.13 612 |
|
| MSAF-DinoV2 |  | 20.61 632 | 7.35 612 | 24.41 616 | 11.43 618 | 4.88 506 | 30.12 639 | 16.70 645 | 39.67 654 | 54.27 675 | 22.75 557 | 32.01 556 | 48.05 682 | 30.44 652 | 37.52 671 | 40.45 685 | 0.72 551 | 0.50 582 | 0.44 539 | 1.23 623 | 4.64 627 | 4.54 631 |
|
| psmorigin |  | 20.95 633 | 10.24 633 | 35.84 646 | 9.75 571 | 7.05 606 | 24.59 603 | 10.11 565 | 32.85 590 | 32.17 565 | 43.09 674 | 54.57 687 | 42.79 664 | 36.62 670 | 35.99 665 | 27.41 640 | 1.58 608 | 2.72 661 | 0.79 574 | 1.05 613 | 3.26 612 | 6.50 648 |
|
| SANet |  | 20.96 634 | 6.60 603 | 29.81 633 | 8.83 544 | 3.19 407 | 31.27 647 | 20.56 664 | 41.86 666 | 56.09 686 | 39.30 666 | 43.62 648 | 44.95 669 | 31.93 658 | 27.83 629 | 23.67 614 | 0.94 582 | 0.52 589 | 0.99 593 | 0.42 558 | 4.72 629 | 2.03 583 |
|
| FBW_ROB |  | 21.00 635 | 10.23 632 | 22.72 612 | 13.71 635 | 6.77 597 | 30.49 645 | 16.46 643 | 44.58 680 | 43.57 639 | 44.25 679 | 39.59 622 | 43.27 666 | 26.12 629 | 33.96 651 | 21.80 599 | 2.58 632 | 1.84 645 | 7.14 669 | 2.78 646 | 4.00 621 | 4.06 623 |
|
| w-ln-seven |  | 21.04 636 | 9.30 620 | 55.15 688 | 11.32 616 | 9.98 648 | 30.27 641 | 18.05 655 | 37.06 637 | 55.12 682 | 36.70 658 | 43.26 647 | 33.73 619 | 22.90 609 | 22.63 600 | 29.52 653 | 0.39 492 | 0.18 457 | 0.85 584 | 0.16 434 | 2.75 594 | 1.47 560 |
|
| z-mn7 |  | 21.05 637 | 9.91 628 | 45.96 669 | 11.27 614 | 5.23 531 | 33.41 656 | 15.27 632 | 35.65 622 | 57.07 690 | 26.62 600 | 53.08 679 | 32.21 605 | 24.80 624 | 35.65 661 | 30.93 657 | 0.49 515 | 0.25 515 | 0.55 552 | 0.11 408 | 1.62 562 | 0.90 518 |
|
| SQANet |  | 21.24 638 | 24.08 682 | 19.60 597 | 26.40 684 | 18.74 685 | 30.87 646 | 9.24 545 | 32.70 587 | 29.58 534 | 25.25 585 | 33.37 577 | 33.47 617 | 19.19 592 | 28.11 634 | 18.32 576 | 10.87 680 | 2.92 665 | 26.49 696 | 5.65 667 | 18.43 690 | 11.48 680 |
|
| G-Net |  | 21.25 639 | 8.24 618 | 37.97 652 | 15.14 652 | 9.26 645 | 50.87 691 | 16.80 647 | 27.96 514 | 30.54 545 | 38.92 663 | 42.93 645 | 33.27 614 | 32.17 659 | 27.99 632 | 25.25 626 | 4.40 653 | 3.83 675 | 3.60 647 | 0.97 610 | 7.91 653 | 6.95 654 |
|
| SHD |  | 21.32 640 | 10.03 629 | 30.16 636 | 14.30 644 | 8.68 635 | 24.15 598 | 8.93 537 | 40.82 659 | 61.17 699 | 35.79 655 | 44.15 653 | 38.73 645 | 30.20 649 | 33.88 649 | 31.09 659 | 2.00 617 | 0.81 613 | 1.17 602 | 1.55 629 | 4.08 622 | 4.78 633 |
|
| MultiAttention |  | 21.34 641 | 1.48 297 | 14.65 545 | 12.08 625 | 4.10 460 | 63.05 709 | 95.71 738 | 42.52 669 | 41.89 628 | 15.33 404 | 30.20 524 | 28.14 572 | 7.73 370 | 44.07 688 | 13.67 537 | 0.84 574 | 0.27 523 | 1.06 595 | 1.58 631 | 4.47 626 | 3.88 620 |
|
| CSAN |  | 21.34 641 | 9.45 624 | 23.34 613 | 20.99 671 | 4.95 510 | 32.57 652 | 34.26 698 | 38.83 650 | 49.95 664 | 36.97 660 | 39.72 623 | 44.97 670 | 31.73 657 | 26.05 620 | 23.94 616 | 1.52 607 | 0.47 575 | 0.85 584 | 1.43 627 | 2.73 593 | 2.14 589 |
|
| UDG |  | 21.45 643 | 14.84 657 | 14.44 543 | 21.30 674 | 20.08 687 | 32.05 651 | 13.76 613 | 35.98 627 | 35.52 593 | 25.93 592 | 30.69 529 | 37.26 639 | 30.66 653 | 21.97 594 | 19.89 587 | 10.88 682 | 5.55 683 | 22.78 691 | 7.65 675 | 14.83 682 | 13.05 684 |
|
| ADCL |  | 21.64 644 | 6.20 596 | 47.32 671 | 9.93 578 | 6.91 604 | 38.69 676 | 19.97 662 | 31.26 564 | 54.04 673 | 27.89 611 | 47.97 665 | 31.35 598 | 30.66 653 | 33.18 648 | 36.62 672 | 0.99 587 | 0.92 623 | 2.63 636 | 1.82 635 | 2.45 587 | 2.13 586 |
|
| ADCPNet |  | 21.93 645 | 9.38 623 | 57.92 692 | 11.76 621 | 6.88 602 | 36.03 664 | 18.44 657 | 32.80 589 | 35.93 595 | 32.91 645 | 43.80 651 | 39.21 648 | 26.99 634 | 31.14 643 | 36.94 674 | 2.05 618 | 2.67 660 | 2.30 630 | 3.45 652 | 4.22 624 | 3.82 617 |
|
| zh-mn7 |  | 21.99 646 | 13.21 650 | 53.55 680 | 10.73 600 | 5.68 560 | 27.38 627 | 14.94 627 | 34.53 612 | 56.55 688 | 40.02 667 | 57.13 691 | 31.28 596 | 23.73 614 | 35.83 663 | 30.28 655 | 0.95 584 | 0.44 566 | 0.22 494 | 0.19 454 | 1.26 548 | 1.86 574 |
|
| CC-Net-ROB |  | 22.04 647 | 22.91 679 | 28.86 628 | 14.05 641 | 8.73 637 | 33.79 657 | 15.26 631 | 46.84 684 | 36.06 597 | 33.72 648 | 32.10 558 | 35.47 631 | 24.02 617 | 23.57 606 | 27.88 646 | 8.95 674 | 2.95 666 | 24.94 693 | 3.68 653 | 12.41 674 | 4.62 632 |
|
| MeshStereo |   | 22.27 648 | 6.87 607 | 11.15 482 | 7.69 514 | 4.87 505 | 37.70 670 | 13.06 607 | 41.64 665 | 36.95 603 | 50.92 689 | 53.41 682 | 58.12 694 | 41.93 686 | 37.73 673 | 27.62 643 | 2.52 631 | 2.37 655 | 2.99 640 | 2.07 640 | 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 |  | 22.66 649 | 19.69 673 | 14.64 544 | 24.11 680 | 22.38 691 | 24.84 605 | 17.71 652 | 30.36 553 | 30.32 544 | 29.02 617 | 37.31 606 | 37.63 641 | 24.66 622 | 24.67 612 | 17.08 567 | 18.42 691 | 7.92 691 | 26.43 695 | 11.81 690 | 17.23 687 | 16.95 691 |
|
| Wz-Net-SNSev |  | 22.67 650 | 16.94 665 | 45.69 667 | 13.85 639 | 8.52 634 | 28.89 634 | 27.06 687 | 39.39 652 | 55.04 680 | 31.77 637 | 53.23 680 | 39.18 647 | 23.41 613 | 26.40 623 | 36.25 670 | 0.78 561 | 0.21 478 | 1.21 606 | 0.90 601 | 3.03 601 | 1.62 567 |
|
| ADCMid |  | 22.76 651 | 10.75 638 | 41.73 660 | 11.23 612 | 7.97 628 | 27.26 626 | 19.18 661 | 35.44 621 | 38.02 611 | 40.23 668 | 46.38 660 | 36.56 636 | 42.70 687 | 38.20 675 | 40.75 686 | 1.77 611 | 1.43 636 | 3.05 642 | 3.81 655 | 4.96 631 | 3.82 617 |
|
| MSMD_ROB |  | 22.90 652 | 9.64 627 | 14.76 548 | 17.46 659 | 9.88 647 | 34.94 659 | 18.83 658 | 33.67 599 | 37.47 604 | 40.97 670 | 59.80 695 | 45.93 674 | 38.34 676 | 31.74 645 | 23.24 613 | 6.22 663 | 3.58 672 | 8.78 672 | 11.03 688 | 6.76 645 | 5.06 637 |
|
| LE_ROB |  | 22.93 653 | 3.07 530 | 14.02 532 | 7.70 515 | 2.86 386 | 31.99 650 | 17.35 650 | 28.10 518 | 67.19 711 | 70.51 713 | 55.61 690 | 49.07 683 | 47.62 693 | 24.76 615 | 36.49 671 | 0.35 477 | 0.20 470 | 0.27 508 | 0.55 580 | 0.48 422 | 0.44 431 |
|
| zh-sn7 |  | 23.03 654 | 15.48 659 | 50.25 673 | 14.08 642 | 7.77 623 | 26.71 624 | 23.32 679 | 36.59 631 | 48.43 656 | 33.80 649 | 51.71 675 | 33.34 616 | 33.77 663 | 39.91 681 | 37.07 675 | 0.60 534 | 0.86 616 | 0.54 551 | 0.35 537 | 3.18 606 | 2.85 602 |
|
| DStereoO |  | 23.30 655 | 15.58 660 | 13.92 529 | 14.76 648 | 8.35 631 | 16.44 533 | 16.19 640 | 33.98 601 | 39.60 615 | 30.48 627 | 28.08 491 | 31.65 601 | 32.30 660 | 41.39 684 | 27.39 638 | 48.20 710 | 3.83 675 | 28.72 697 | 3.33 651 | 25.98 697 | 5.78 640 |
|
| AnyNet_C32 |  | 23.37 656 | 13.28 652 | 40.29 656 | 12.36 628 | 11.44 660 | 30.39 642 | 29.15 692 | 31.36 567 | 44.90 646 | 35.36 653 | 48.86 666 | 33.61 618 | 34.20 664 | 43.15 687 | 41.62 692 | 1.27 602 | 1.35 633 | 1.18 604 | 2.58 644 | 4.77 630 | 6.27 645 |
|
| SGM-ForestM |  | 23.72 657 | 2.44 497 | 9.13 409 | 7.43 503 | 2.25 343 | 44.80 684 | 19.11 660 | 44.90 681 | 49.97 665 | 50.74 688 | 51.18 673 | 62.06 702 | 45.83 691 | 44.96 689 | 33.88 664 | 1.00 588 | 0.84 615 | 0.78 572 | 0.62 585 | 1.29 550 | 1.11 539 |
|
| MFN_U_SF_DS_RVC |  | 23.92 658 | 13.60 653 | 30.09 635 | 25.46 682 | 10.02 650 | 38.51 674 | 20.40 663 | 35.77 624 | 43.76 641 | 42.15 672 | 47.10 664 | 39.99 652 | 28.20 642 | 35.96 664 | 27.06 636 | 3.64 643 | 3.85 677 | 6.66 662 | 16.30 696 | 4.97 632 | 4.98 636 |
|
| ccnet |  | 24.02 659 | 16.16 662 | 21.70 609 | 11.83 623 | 17.75 683 | 37.87 671 | 16.18 639 | 45.46 683 | 31.93 561 | 36.99 661 | 46.46 663 | 38.76 646 | 29.52 647 | 37.55 672 | 40.93 689 | 9.20 675 | 6.29 685 | 9.63 674 | 7.71 677 | 11.19 669 | 7.21 659 |
|
| PSMNet-RUCA |  | 24.03 660 | 26.83 685 | 40.96 658 | 35.46 692 | 34.27 698 | 16.24 530 | 9.79 555 | 39.82 655 | 31.45 553 | 31.49 633 | 41.54 636 | 36.82 637 | 26.02 628 | 27.92 630 | 15.09 552 | 11.51 686 | 2.06 648 | 20.58 688 | 8.10 680 | 15.83 684 | 8.74 668 |
|
| XQC |  | 24.10 661 | 16.76 664 | 50.68 674 | 21.37 675 | 11.01 656 | 35.24 661 | 18.84 659 | 37.28 640 | 55.11 681 | 31.64 635 | 30.06 523 | 37.71 642 | 30.31 651 | 37.17 669 | 39.66 682 | 4.20 648 | 0.41 555 | 2.76 639 | 1.89 637 | 11.46 673 | 8.42 667 |
|
| FC-DCNN |   | 24.37 662 | 10.99 642 | 19.02 592 | 18.44 662 | 9.16 643 | 36.98 667 | 23.07 676 | 40.44 657 | 43.05 635 | 46.25 683 | 53.58 684 | 50.44 685 | 37.86 673 | 35.45 657 | 27.57 642 | 6.87 668 | 3.37 668 | 6.01 655 | 4.88 663 | 7.86 652 | 6.05 642 |
|
| DPSNet |  | 24.40 663 | 6.97 610 | 33.14 642 | 11.16 611 | 6.54 590 | 53.33 694 | 43.32 706 | 51.28 696 | 59.37 697 | 30.89 630 | 39.36 620 | 40.35 654 | 34.30 665 | 32.57 647 | 25.09 625 | 4.65 655 | 1.62 641 | 0.37 534 | 0.66 588 | 8.51 658 | 4.44 629 |
|
| FC-DCNN v2 |   | 24.44 664 | 10.97 641 | 18.53 589 | 18.49 663 | 9.18 644 | 37.41 669 | 23.03 675 | 40.91 661 | 43.02 634 | 46.46 684 | 54.06 685 | 50.67 686 | 38.26 675 | 35.41 656 | 27.52 641 | 6.85 667 | 3.38 669 | 6.03 656 | 4.89 664 | 7.82 651 | 5.94 641 |
|
| PDISCO_ROB |  | 24.45 665 | 9.24 619 | 29.28 631 | 28.68 687 | 19.96 686 | 37.14 668 | 15.33 634 | 45.04 682 | 54.69 677 | 29.24 620 | 42.67 641 | 46.07 675 | 28.17 641 | 35.35 655 | 30.30 656 | 9.92 677 | 2.13 651 | 6.90 663 | 3.20 649 | 8.74 659 | 6.87 653 |
|
| Wz-Net-TNSev |  | 25.12 666 | 20.16 674 | 57.98 693 | 9.56 566 | 7.42 615 | 42.73 681 | 22.27 670 | 35.14 616 | 53.46 672 | 35.97 657 | 42.74 642 | 45.83 672 | 39.87 680 | 36.56 667 | 34.73 666 | 1.82 614 | 1.51 639 | 0.76 571 | 1.34 626 | 5.84 641 | 6.80 651 |
|
| EDNetEfficient |  | 25.16 667 | 22.23 678 | 77.22 718 | 9.09 551 | 7.38 613 | 19.38 565 | 16.78 646 | 21.41 436 | 55.74 685 | 61.52 704 | 53.51 683 | 36.22 634 | 40.65 684 | 24.22 609 | 38.27 679 | 0.62 541 | 0.74 608 | 0.86 587 | 2.60 645 | 7.70 649 | 7.09 656 |
|
| WZ-Net |  | 25.17 668 | 12.95 649 | 63.02 697 | 15.13 651 | 10.42 653 | 38.51 674 | 27.42 689 | 40.46 658 | 54.17 674 | 28.32 614 | 52.95 678 | 40.81 657 | 28.36 643 | 37.07 668 | 41.35 691 | 1.21 600 | 0.21 478 | 0.73 569 | 0.94 607 | 5.42 639 | 3.87 619 |
|
| AANet |  | 25.23 669 | 25.90 684 | 70.86 711 | 8.25 534 | 6.82 599 | 24.45 601 | 10.96 580 | 32.18 577 | 56.29 687 | 56.40 695 | 51.41 674 | 47.70 680 | 40.20 681 | 25.76 619 | 35.38 668 | 2.68 633 | 0.32 539 | 0.99 593 | 0.43 561 | 3.80 619 | 3.92 621 |
|
| GANetREF_RVC |   | 25.41 670 | 29.28 687 | 24.63 617 | 25.18 681 | 6.04 578 | 30.44 643 | 35.39 701 | 47.84 687 | 50.60 668 | 36.88 659 | 36.04 597 | 34.11 625 | 31.23 655 | 37.46 670 | 27.96 648 | 8.58 672 | 2.66 659 | 16.29 684 | 4.95 665 | 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 |  | 25.59 671 | 14.91 658 | 18.83 591 | 28.55 686 | 15.68 677 | 39.29 677 | 18.16 656 | 42.83 674 | 41.69 626 | 44.43 680 | 51.94 676 | 50.82 687 | 39.22 679 | 34.59 654 | 27.29 637 | 6.05 660 | 3.63 673 | 7.01 666 | 6.41 668 | 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 |  | 26.02 672 | 16.00 661 | 36.80 649 | 23.05 678 | 13.50 670 | 27.80 629 | 20.87 665 | 49.24 691 | 58.93 695 | 26.92 601 | 36.89 601 | 29.48 582 | 37.74 672 | 38.81 678 | 26.96 634 | 7.13 669 | 7.34 690 | 15.03 682 | 11.26 689 | 21.25 692 | 15.34 687 |
|
| ADCS |  | 26.20 673 | 13.71 654 | 46.90 670 | 14.51 646 | 10.34 652 | 30.46 644 | 22.72 674 | 42.81 673 | 57.61 693 | 42.58 673 | 49.37 670 | 41.91 662 | 40.43 682 | 41.90 686 | 44.58 697 | 2.37 625 | 2.19 653 | 2.37 633 | 3.29 650 | 7.32 647 | 6.52 649 |
|
| DStereoFS |  | 26.88 674 | 21.28 677 | 29.50 632 | 18.65 664 | 12.35 667 | 29.13 637 | 13.04 606 | 50.34 695 | 47.29 651 | 35.95 656 | 44.38 654 | 36.32 635 | 41.02 685 | 51.90 702 | 33.82 662 | 7.92 670 | 5.83 684 | 15.86 683 | 9.22 684 | 17.41 689 | 16.41 689 |
|
| DLNR_Zeroshot_test |   | 27.62 675 | 51.32 702 | 91.46 730 | 98.51 740 | 98.03 741 | 3.10 67 | 0.50 78 | 30.95 560 | 7.65 241 | 8.16 265 | 15.68 326 | 7.31 276 | 1.63 94 | 11.87 363 | 4.21 347 | 40.37 704 | 0.87 618 | 0.06 364 | 0.34 535 | 80.23 729 | 0.24 349 |
|
| DLNR-FE |  | 27.66 676 | 51.31 701 | 91.55 732 | 98.52 741 | 97.91 740 | 3.10 67 | 0.50 78 | 31.55 569 | 7.66 242 | 8.18 266 | 15.67 324 | 7.31 276 | 1.63 94 | 11.88 364 | 4.21 347 | 40.23 703 | 0.89 621 | 0.06 364 | 0.34 535 | 80.38 730 | 0.24 349 |
|
| MFN_U_SF_RVC |  | 28.16 677 | 14.14 656 | 53.23 676 | 21.11 672 | 7.91 626 | 39.97 678 | 13.13 608 | 51.65 698 | 46.34 650 | 47.41 685 | 53.38 681 | 55.32 692 | 40.53 683 | 38.47 676 | 39.74 683 | 5.67 659 | 4.46 679 | 6.98 665 | 8.73 681 | 7.47 648 | 7.44 661 |
|
| PASM |  | 28.19 678 | 17.35 666 | 48.18 672 | 22.49 677 | 22.20 690 | 25.92 616 | 25.84 685 | 34.35 608 | 49.45 660 | 35.37 654 | 39.48 621 | 46.72 678 | 33.36 662 | 34.28 652 | 36.77 673 | 11.73 687 | 14.94 698 | 17.43 687 | 22.18 698 | 13.45 675 | 12.32 683 |
|
| EDNetEfficientorigin |  | 28.98 679 | 35.45 694 | 99.82 744 | 9.43 559 | 5.65 558 | 24.97 608 | 14.79 624 | 26.06 492 | 54.82 678 | 60.87 700 | 57.59 692 | 45.42 671 | 50.27 696 | 26.11 621 | 43.62 694 | 0.30 464 | 0.37 550 | 1.61 617 | 2.35 642 | 10.17 663 | 9.99 677 |
|
| AnyNet_C01 |  | 29.76 680 | 25.78 683 | 75.37 716 | 17.03 657 | 11.34 658 | 49.00 689 | 27.12 688 | 37.99 643 | 40.05 620 | 40.73 669 | 65.13 706 | 46.98 679 | 38.86 678 | 46.63 690 | 48.19 702 | 2.14 619 | 2.13 651 | 2.13 625 | 2.56 643 | 8.14 655 | 7.98 665 |
|
| LSM |  | 29.98 681 | 19.52 672 | 55.11 687 | 19.06 665 | 53.75 711 | 32.57 652 | 23.17 677 | 42.61 670 | 48.57 657 | 45.97 682 | 55.04 689 | 42.93 665 | 36.02 668 | 35.63 660 | 27.03 635 | 2.33 623 | 9.19 692 | 4.87 651 | 7.71 677 | 10.65 667 | 27.91 701 |
|
| RTS |  | 30.15 682 | 23.12 680 | 96.33 734 | 16.71 655 | 11.63 661 | 58.66 703 | 24.28 681 | 36.80 633 | 62.63 703 | 43.79 677 | 46.10 658 | 32.56 610 | 43.90 688 | 51.29 698 | 40.92 687 | 2.38 626 | 0.66 602 | 1.06 595 | 0.74 593 | 5.11 633 | 4.34 627 |
|
| RTSA |  | 30.15 682 | 23.12 680 | 96.33 734 | 16.71 655 | 11.63 661 | 58.66 703 | 24.28 681 | 36.80 633 | 62.63 703 | 43.79 677 | 46.10 658 | 32.56 610 | 43.90 688 | 51.29 698 | 40.92 687 | 2.38 626 | 0.66 602 | 1.06 595 | 0.74 593 | 5.11 633 | 4.34 627 |
|
| DispFullNet |  | 30.27 684 | 31.74 689 | 58.63 694 | 30.13 689 | 28.18 695 | 31.79 649 | 8.94 538 | 37.16 638 | 54.68 676 | 32.60 643 | 37.99 610 | 44.62 668 | 28.80 645 | 41.55 685 | 27.93 647 | 11.94 688 | 3.46 670 | 35.53 701 | 12.34 691 | 30.08 700 | 17.26 692 |
|
| coex-ft |  | 30.77 685 | 38.58 697 | 93.29 733 | 9.44 562 | 5.62 556 | 34.95 660 | 25.30 684 | 30.83 558 | 59.36 696 | 73.23 717 | 58.53 693 | 45.92 673 | 47.29 692 | 29.44 638 | 45.30 698 | 1.37 604 | 1.65 643 | 0.95 591 | 0.96 609 | 8.35 657 | 4.96 635 |
|
| MANE |  | 31.97 686 | 10.75 638 | 17.71 582 | 20.94 670 | 13.77 672 | 47.80 687 | 26.85 686 | 53.00 701 | 55.20 683 | 59.29 696 | 64.30 703 | 64.93 706 | 56.31 706 | 51.83 701 | 38.69 681 | 9.61 676 | 4.72 680 | 6.91 664 | 19.93 697 | 9.20 660 | 7.64 663 |
|
| otaku |  | 33.18 687 | 35.99 695 | 52.93 675 | 40.01 695 | 21.41 688 | 55.08 695 | 17.25 649 | 43.30 676 | 61.58 700 | 39.25 665 | 49.16 669 | 46.61 677 | 28.49 644 | 39.77 680 | 28.76 651 | 18.56 692 | 7.00 689 | 31.82 699 | 9.61 685 | 21.53 694 | 15.48 688 |
|
| PVD |  | 33.19 688 | 18.59 668 | 37.64 651 | 26.09 683 | 16.99 682 | 33.25 655 | 42.25 705 | 51.42 697 | 66.03 709 | 52.65 692 | 64.31 704 | 51.93 690 | 55.13 702 | 51.61 700 | 40.40 684 | 4.00 647 | 3.51 671 | 9.53 673 | 4.26 660 | 10.62 666 | 23.56 696 |
|
| ELAS |   | 33.68 689 | 18.95 669 | 36.71 648 | 20.64 667 | 13.61 671 | 56.43 696 | 35.14 700 | 50.03 694 | 49.90 661 | 60.58 699 | 63.83 701 | 58.64 697 | 53.36 698 | 50.73 696 | 44.44 696 | 11.03 683 | 6.58 687 | 10.02 675 | 7.43 671 | 13.58 678 | 11.94 682 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ELAS_RVC |   | 33.79 690 | 19.15 670 | 35.97 647 | 21.28 673 | 13.79 673 | 52.58 692 | 36.11 702 | 48.96 690 | 55.66 684 | 61.47 703 | 62.91 697 | 58.35 696 | 53.55 699 | 53.37 704 | 42.23 693 | 11.25 685 | 6.64 688 | 10.32 676 | 7.05 670 | 13.56 676 | 11.58 681 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| SAMSARA |  | 34.43 691 | 18.53 667 | 31.91 640 | 55.34 705 | 35.34 699 | 75.99 723 | 94.71 737 | 47.97 688 | 50.84 669 | 37.47 662 | 36.99 604 | 53.12 691 | 38.55 677 | 39.56 679 | 38.65 680 | 3.59 642 | 5.40 682 | 2.22 629 | 3.72 654 | 9.43 661 | 9.29 673 |
|
| Ntro |  | 34.97 692 | 37.63 696 | 54.53 683 | 43.26 699 | 22.45 692 | 57.73 701 | 21.97 669 | 47.14 686 | 64.21 706 | 39.12 664 | 48.86 666 | 47.93 681 | 36.94 671 | 40.66 682 | 29.83 654 | 17.16 690 | 6.51 686 | 32.70 700 | 10.17 686 | 24.06 695 | 16.48 690 |
|
| BEATNet-Init1 |  | 35.08 693 | 20.64 675 | 54.70 685 | 27.43 685 | 12.00 666 | 58.29 702 | 31.01 695 | 52.58 700 | 57.49 692 | 60.36 698 | 62.98 698 | 69.98 709 | 55.54 704 | 53.00 703 | 44.40 695 | 4.61 654 | 2.84 664 | 7.05 667 | 6.89 669 | 10.97 668 | 8.94 670 |
|
| ACVNet-4b |  | 36.40 694 | 52.20 703 | 56.11 689 | 42.45 698 | 21.78 689 | 48.56 688 | 14.37 620 | 49.50 692 | 60.15 698 | 43.17 675 | 46.38 660 | 55.62 693 | 24.56 620 | 38.15 674 | 21.97 600 | 25.13 697 | 3.66 674 | 46.93 704 | 33.56 705 | 25.97 696 | 17.74 693 |
|
| MSC_U_SF_DS_RVC |  | 37.16 695 | 34.69 692 | 53.68 681 | 37.47 694 | 12.55 669 | 56.80 699 | 22.63 673 | 52.02 699 | 63.29 705 | 66.20 709 | 63.82 700 | 58.12 694 | 53.73 701 | 51.21 697 | 46.48 699 | 8.79 673 | 5.31 681 | 14.69 681 | 15.22 695 | 17.27 688 | 9.21 672 |
|
| GCST |   | 37.32 696 | 40.98 698 | 25.25 620 | 92.15 735 | 35.59 700 | 25.00 609 | 1.02 130 | 25.45 481 | 19.73 424 | 26.01 595 | 15.21 320 | 19.51 495 | 4.75 251 | 16.71 527 | 4.32 351 | 80.90 729 | 35.46 707 | 87.50 735 | 74.71 725 | 73.21 725 | 42.99 711 |
|
| ACVNet_1 |  | 41.30 697 | 49.46 700 | 64.91 702 | 44.67 700 | 25.07 693 | 49.43 690 | 25.23 683 | 55.33 703 | 65.87 708 | 59.72 697 | 59.33 694 | 63.43 704 | 48.79 695 | 49.63 694 | 37.09 676 | 19.05 693 | 9.82 693 | 38.29 702 | 13.97 694 | 28.67 698 | 18.23 695 |
|
| light-stereo |  | 41.36 698 | 29.75 688 | 55.07 686 | 54.98 704 | 49.52 706 | 36.70 665 | 17.57 651 | 46.92 685 | 51.01 670 | 53.58 693 | 54.47 686 | 62.25 703 | 35.15 666 | 48.78 692 | 33.36 660 | 34.63 700 | 26.20 704 | 20.76 689 | 28.59 701 | 46.39 705 | 41.49 710 |
|
| Consistency-Raft |  | 41.82 699 | 35.10 693 | 44.56 666 | 32.85 690 | 41.39 704 | 46.76 686 | 34.76 699 | 57.01 705 | 54.94 679 | 32.10 639 | 65.22 707 | 30.82 592 | 48.46 694 | 40.81 683 | 48.77 703 | 27.39 698 | 34.28 706 | 42.92 703 | 51.66 715 | 39.28 702 | 27.28 698 |
|
| NVStereoNet_ROB |  | 41.93 700 | 32.40 690 | 44.55 665 | 36.60 693 | 27.78 694 | 34.52 658 | 32.38 696 | 48.84 689 | 57.18 691 | 69.34 712 | 75.62 718 | 66.07 708 | 64.86 710 | 47.34 691 | 60.78 714 | 15.72 689 | 23.99 701 | 23.40 692 | 32.06 704 | 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 |  | 45.10 701 | 33.36 691 | 54.69 684 | 33.57 691 | 31.94 697 | 43.06 683 | 17.79 654 | 49.52 693 | 56.61 689 | 50.97 690 | 64.04 702 | 70.09 710 | 53.57 700 | 49.77 695 | 53.19 708 | 53.87 713 | 14.08 697 | 54.69 710 | 35.89 706 | 41.66 703 | 39.69 708 |
|
| RainbowNet |  | 51.25 702 | 62.74 712 | 64.52 701 | 60.13 706 | 39.00 703 | 58.72 705 | 30.83 694 | 57.31 706 | 79.18 723 | 50.24 687 | 65.35 708 | 60.13 699 | 44.25 690 | 49.47 693 | 41.16 690 | 46.52 709 | 46.06 714 | 52.72 708 | 31.78 703 | 52.33 710 | 32.47 702 |
|
| anonymity |  | 52.32 703 | 58.23 707 | 63.91 698 | 41.12 697 | 59.25 715 | 53.27 693 | 41.04 704 | 55.69 704 | 40.20 621 | 54.85 694 | 49.49 671 | 49.13 684 | 55.48 703 | 59.07 706 | 49.65 706 | 55.86 714 | 50.03 720 | 51.00 706 | 51.08 713 | 51.71 708 | 56.36 714 |
|
| MADNet+ |  | 53.31 704 | 68.61 715 | 98.75 741 | 67.03 710 | 37.58 701 | 79.83 729 | 81.74 731 | 60.38 708 | 61.61 701 | 51.43 691 | 54.92 688 | 61.11 701 | 59.29 708 | 69.66 715 | 76.71 731 | 23.88 695 | 24.03 702 | 17.08 686 | 12.35 692 | 32.47 701 | 27.69 700 |
|
| JetBlue |  | 54.08 705 | 45.10 699 | 74.15 714 | 51.17 702 | 47.68 705 | 75.66 722 | 60.97 716 | 63.63 709 | 62.09 702 | 63.32 707 | 64.88 705 | 78.86 718 | 68.17 711 | 68.15 713 | 75.09 730 | 36.86 701 | 24.88 703 | 29.01 698 | 29.12 702 | 28.71 699 | 34.13 704 |
|
| SGM+DAISY |  | 54.67 706 | 56.61 704 | 62.73 696 | 40.21 696 | 53.22 709 | 61.95 708 | 48.59 709 | 55.05 702 | 44.62 645 | 61.03 702 | 63.68 699 | 60.46 700 | 55.62 705 | 60.68 708 | 55.34 710 | 56.34 716 | 48.56 717 | 50.16 705 | 49.63 712 | 52.25 709 | 56.76 716 |
|
| SPS-STEREO |   | 55.62 707 | 59.14 708 | 64.16 699 | 45.05 701 | 53.84 712 | 59.88 706 | 44.00 707 | 59.53 707 | 49.94 663 | 62.33 705 | 61.09 696 | 59.80 698 | 56.82 707 | 60.06 707 | 57.85 711 | 58.41 717 | 48.34 716 | 51.07 707 | 49.21 711 | 55.41 712 | 56.48 715 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| Selective-IGEV-i16pa |  | 56.08 708 | 59.75 709 | 69.90 709 | 21.43 676 | 14.80 675 | 97.01 737 | 29.83 693 | 86.97 735 | 94.48 739 | 85.76 732 | 93.21 735 | 81.88 723 | 74.46 721 | 96.71 742 | 79.25 734 | 30.92 699 | 13.32 695 | 16.91 685 | 7.73 679 | 15.59 683 | 51.73 712 |
|
| Selective-IGEV-i1pa |  | 56.65 709 | 73.08 720 | 56.50 691 | 29.63 688 | 14.87 676 | 94.58 734 | 46.49 708 | 80.65 732 | 87.08 731 | 88.18 735 | 87.03 732 | 74.01 714 | 68.51 712 | 94.68 740 | 74.38 727 | 45.10 708 | 26.62 705 | 26.16 694 | 13.27 693 | 19.40 691 | 32.71 703 |
|
| ACVNet_2 |  | 57.39 710 | 61.72 711 | 72.56 713 | 66.35 709 | 38.29 702 | 61.93 707 | 48.64 710 | 71.64 721 | 81.91 726 | 79.28 725 | 88.72 734 | 76.25 715 | 72.87 717 | 54.33 705 | 46.74 701 | 37.13 702 | 23.36 700 | 54.52 709 | 37.80 707 | 46.22 704 | 27.59 699 |
|
| IMH-64-1 |  | 59.25 711 | 58.09 705 | 67.69 706 | 66.06 707 | 50.51 707 | 56.45 697 | 49.45 711 | 68.83 714 | 67.75 712 | 67.58 710 | 80.37 722 | 70.15 711 | 74.28 719 | 72.16 720 | 48.94 704 | 42.00 705 | 42.87 711 | 65.57 712 | 47.02 708 | 51.52 706 | 37.76 706 |
|
| IMH-64 |  | 59.25 711 | 58.09 705 | 67.69 706 | 66.06 707 | 50.51 707 | 56.45 697 | 49.45 711 | 68.83 714 | 67.75 712 | 67.58 710 | 80.37 722 | 70.15 711 | 74.28 719 | 72.16 720 | 48.94 704 | 42.00 705 | 42.87 711 | 65.57 712 | 47.02 708 | 51.52 706 | 37.76 706 |
|
| IMH |  | 62.95 713 | 60.33 710 | 67.78 708 | 69.51 711 | 53.65 710 | 65.09 712 | 54.21 713 | 72.00 722 | 73.28 717 | 72.49 715 | 81.93 724 | 72.96 713 | 79.81 724 | 76.65 726 | 51.41 707 | 43.57 707 | 49.82 719 | 67.81 714 | 51.14 714 | 54.83 711 | 40.67 709 |
|
| TorneroNet-64 |  | 65.66 714 | 70.70 717 | 71.20 712 | 76.52 715 | 59.70 717 | 66.78 713 | 58.05 714 | 67.53 713 | 80.00 724 | 62.67 706 | 67.40 709 | 83.09 724 | 69.42 714 | 67.34 710 | 62.05 717 | 48.31 712 | 44.07 713 | 72.93 716 | 63.88 717 | 68.05 716 | 53.58 713 |
|
| PWCK |  | 65.90 715 | 88.63 734 | 79.40 721 | 80.32 723 | 29.96 696 | 63.85 711 | 39.45 703 | 72.07 723 | 71.26 715 | 78.74 724 | 68.99 711 | 77.82 717 | 61.77 709 | 82.81 732 | 62.64 718 | 80.17 728 | 39.88 710 | 81.90 726 | 47.37 710 | 73.54 726 | 37.51 705 |
|
| WAO-6 |  | 70.64 716 | 73.02 719 | 66.25 703 | 79.92 722 | 61.74 719 | 68.74 714 | 59.08 715 | 75.27 726 | 87.02 730 | 74.72 718 | 79.40 721 | 79.19 719 | 84.60 732 | 67.70 712 | 60.53 713 | 67.85 720 | 48.88 718 | 81.48 724 | 73.29 722 | 65.57 714 | 58.60 717 |
|
| TorneroNet |  | 71.21 717 | 73.44 721 | 75.82 717 | 80.82 724 | 65.65 721 | 70.53 716 | 64.39 719 | 71.42 720 | 75.97 719 | 71.47 714 | 73.68 716 | 84.17 727 | 74.00 718 | 69.85 716 | 69.09 721 | 59.37 718 | 48.19 715 | 79.67 720 | 73.51 723 | 74.93 727 | 68.26 726 |
|
| LVE |  | 71.50 718 | 72.46 718 | 83.91 725 | 75.21 714 | 55.29 714 | 74.81 717 | 62.76 718 | 77.22 727 | 83.77 728 | 82.09 727 | 87.11 733 | 83.38 725 | 82.41 729 | 75.93 724 | 64.49 719 | 48.28 711 | 57.24 726 | 74.61 718 | 62.53 716 | 65.49 713 | 61.01 718 |
|
| MFMNet_re |  | 72.05 719 | 79.64 727 | 64.23 700 | 52.73 703 | 84.71 730 | 77.93 725 | 68.35 720 | 63.96 710 | 66.93 710 | 61.00 701 | 71.29 714 | 63.84 705 | 68.91 713 | 72.42 722 | 61.11 715 | 82.03 732 | 74.22 733 | 80.34 723 | 74.44 724 | 83.62 733 | 89.34 734 |
|
| notaker |  | 72.18 720 | 79.78 728 | 78.84 720 | 78.75 719 | 68.52 723 | 63.26 710 | 61.68 717 | 69.22 717 | 75.95 718 | 77.58 722 | 78.85 720 | 79.69 721 | 84.79 733 | 77.39 727 | 58.43 712 | 69.68 723 | 60.79 727 | 77.46 719 | 68.48 719 | 69.62 718 | 64.92 723 |
|
| WAO-7 |  | 72.21 721 | 78.21 723 | 54.04 682 | 79.33 721 | 69.31 725 | 70.20 715 | 72.09 726 | 77.85 730 | 84.90 729 | 77.35 721 | 86.03 728 | 79.37 720 | 79.88 725 | 65.32 709 | 65.33 720 | 62.33 719 | 69.70 731 | 70.51 715 | 73.21 721 | 67.23 715 | 62.02 719 |
|
| ktn |  | 72.58 722 | 80.06 730 | 69.96 710 | 79.14 720 | 69.86 726 | 75.40 721 | 70.43 725 | 69.01 716 | 76.90 720 | 72.88 716 | 77.46 719 | 77.43 716 | 77.41 723 | 72.78 723 | 55.00 709 | 79.09 726 | 65.99 728 | 80.09 722 | 68.29 718 | 71.46 723 | 62.98 720 |
|
| UNDER WATER-64 |  | 73.11 723 | 74.48 722 | 87.70 726 | 74.03 713 | 55.20 713 | 78.24 726 | 75.71 728 | 65.33 711 | 67.91 714 | 75.60 720 | 69.32 712 | 84.41 728 | 76.93 722 | 68.43 714 | 72.45 724 | 81.18 730 | 56.77 725 | 82.46 727 | 80.34 728 | 68.22 717 | 67.48 725 |
|
| LRCNet_RVC |  | 73.59 724 | 69.80 716 | 74.41 715 | 77.63 717 | 60.56 718 | 40.33 679 | 15.08 630 | 71.04 719 | 48.36 655 | 88.07 734 | 94.62 737 | 90.11 735 | 81.83 727 | 80.58 731 | 61.26 716 | 97.12 743 | 72.30 732 | 96.65 742 | 97.58 743 | 77.13 728 | 77.30 730 |
|
| DPSimNet_ROB |  | 74.29 725 | 83.27 732 | 59.30 695 | 77.19 716 | 65.13 720 | 75.14 719 | 74.95 727 | 73.99 725 | 76.94 721 | 81.99 726 | 75.48 717 | 80.18 722 | 71.76 715 | 67.39 711 | 84.00 736 | 81.87 731 | 51.14 721 | 79.99 721 | 76.70 727 | 70.17 719 | 79.21 731 |
|
| UNDER WATER |  | 75.92 726 | 79.25 726 | 87.75 727 | 84.39 725 | 66.43 722 | 77.08 724 | 77.22 729 | 66.90 712 | 72.16 716 | 75.32 719 | 71.56 715 | 85.89 734 | 82.15 728 | 70.11 717 | 74.99 729 | 79.34 727 | 53.61 722 | 86.40 733 | 84.53 732 | 71.29 722 | 72.11 728 |
|
| TCMNet-wrong-test |  | 76.74 727 | 91.47 737 | 89.31 728 | 97.64 738 | 97.35 739 | 94.87 735 | 92.51 736 | 69.78 718 | 65.29 707 | 63.44 708 | 71.10 713 | 65.66 707 | 51.44 697 | 85.29 734 | 74.70 728 | 56.06 715 | 20.22 699 | 83.11 731 | 82.39 729 | 95.02 740 | 88.18 733 |
|
| WAO-8 |  | 76.87 728 | 78.41 724 | 66.45 704 | 86.81 729 | 72.47 727 | 79.27 727 | 68.59 722 | 77.75 728 | 89.01 733 | 83.09 729 | 86.98 729 | 85.87 732 | 84.97 734 | 72.12 718 | 69.11 722 | 74.93 724 | 55.23 723 | 87.79 736 | 83.50 730 | 70.47 720 | 64.56 721 |
|
| Venus |  | 76.87 728 | 78.41 724 | 66.45 704 | 86.81 729 | 72.47 727 | 79.27 727 | 68.59 722 | 77.75 728 | 89.01 733 | 83.09 729 | 86.98 729 | 85.87 732 | 84.97 734 | 72.12 718 | 69.11 722 | 74.93 724 | 55.23 723 | 87.79 736 | 83.50 730 | 70.48 721 | 64.56 721 |
|
| HanzoNet |  | 77.61 730 | 81.11 731 | 82.83 722 | 77.82 718 | 69.15 724 | 75.25 720 | 69.06 724 | 73.49 724 | 77.84 722 | 82.19 728 | 82.80 725 | 85.42 729 | 86.67 736 | 85.99 735 | 73.64 726 | 85.24 736 | 68.38 730 | 81.71 725 | 75.47 726 | 71.98 724 | 66.24 724 |
|
| JetRed |  | 79.55 731 | 79.88 729 | 91.52 731 | 71.05 712 | 75.80 729 | 91.66 731 | 80.11 730 | 79.14 731 | 80.44 725 | 84.35 731 | 84.23 727 | 83.38 725 | 72.48 716 | 79.43 728 | 85.44 737 | 69.33 722 | 81.58 734 | 73.66 717 | 72.56 720 | 82.35 731 | 72.60 729 |
|
| Dean |  | 80.72 732 | 85.82 733 | 83.27 723 | 84.91 728 | 59.53 716 | 75.11 718 | 68.39 721 | 81.59 733 | 88.05 732 | 92.41 736 | 86.98 729 | 92.41 737 | 93.02 738 | 83.11 733 | 73.31 725 | 68.01 721 | 66.13 729 | 94.82 741 | 84.66 733 | 83.28 732 | 69.50 727 |
|
| RSGM-EC |  | 88.03 733 | 67.44 713 | 53.54 678 | 84.82 726 | 87.13 731 | 94.34 732 | 92.20 734 | 94.86 740 | 98.29 740 | 95.56 740 | 98.06 741 | 85.65 730 | 83.07 730 | 79.52 729 | 79.00 732 | 95.80 739 | 97.66 740 | 91.52 738 | 95.19 740 | 95.05 741 | 91.80 739 |
|
| acva |  | 88.03 733 | 67.44 713 | 53.54 678 | 84.82 726 | 87.13 731 | 94.34 732 | 92.20 734 | 94.86 740 | 98.29 740 | 95.56 740 | 98.06 741 | 85.65 730 | 83.07 730 | 79.52 729 | 79.00 732 | 95.80 739 | 97.66 740 | 91.52 738 | 95.19 740 | 95.05 741 | 91.80 739 |
|
| KSHMR |  | 88.54 735 | 93.03 738 | 83.31 724 | 95.54 736 | 91.74 736 | 82.37 730 | 83.41 732 | 84.43 734 | 81.99 727 | 87.89 733 | 84.05 726 | 91.94 736 | 81.33 726 | 76.34 725 | 81.76 735 | 96.44 742 | 96.14 739 | 96.69 743 | 97.12 742 | 92.52 739 | 92.67 741 |
|
| tt |  | 89.96 736 | 1.02 137 | 100.00 747 | 99.40 743 | 100.00 748 | 100.00 746 | 100.00 747 | 100.00 749 | 100.00 747 | 78.36 723 | 67.94 710 | 99.99 750 | 100.00 747 | 100.00 750 | 100.00 750 | 95.81 741 | 99.93 746 | 87.43 734 | 86.39 734 | 95.11 743 | 87.89 732 |
|
| xxxxx1 |  | 91.92 737 | 95.33 740 | 98.45 738 | 87.29 731 | 89.24 733 | 98.50 739 | 98.17 742 | 92.95 736 | 93.21 736 | 93.55 737 | 95.36 738 | 96.99 739 | 96.28 739 | 94.65 737 | 94.94 738 | 83.26 733 | 84.17 735 | 82.90 728 | 88.32 736 | 85.49 735 | 89.37 735 |
|
| tt_ll |  | 91.92 737 | 95.33 740 | 98.45 738 | 87.29 731 | 89.24 733 | 98.50 739 | 98.17 742 | 92.95 736 | 93.21 736 | 93.55 737 | 95.36 738 | 96.99 739 | 96.28 739 | 94.65 737 | 94.94 738 | 83.26 733 | 84.17 735 | 82.90 728 | 88.32 736 | 85.49 735 | 89.37 735 |
|
| ff |  | 91.92 737 | 95.33 740 | 98.45 738 | 87.29 731 | 89.24 733 | 98.50 739 | 98.17 742 | 92.95 736 | 93.21 736 | 93.55 737 | 95.36 738 | 96.99 739 | 96.28 739 | 94.65 737 | 94.94 738 | 83.26 733 | 84.17 735 | 82.90 728 | 88.32 736 | 85.49 735 | 89.37 735 |
|
| USTest |  | 93.52 740 | 90.92 736 | 77.74 719 | 87.90 734 | 92.63 737 | 100.00 746 | 100.00 747 | 99.79 746 | 99.80 744 | 99.21 745 | 99.52 744 | 98.03 742 | 99.15 744 | 89.52 736 | 99.31 745 | 90.37 737 | 98.47 742 | 84.34 732 | 87.43 735 | 84.58 734 | 91.71 738 |
|
| MADNet++ |  | 94.16 741 | 94.02 739 | 90.25 729 | 96.28 737 | 96.84 738 | 97.17 738 | 90.16 733 | 94.71 739 | 91.69 735 | 97.07 742 | 93.71 736 | 94.62 738 | 92.63 737 | 96.15 741 | 95.18 741 | 95.42 738 | 95.89 738 | 92.80 740 | 92.23 739 | 92.10 738 | 94.30 743 |
|
| PML |  | 99.19 742 | 100.00 749 | 98.08 737 | 99.28 742 | 99.53 743 | 100.00 746 | 99.73 745 | 98.24 742 | 99.44 743 | 100.00 749 | 99.57 745 | 98.76 744 | 99.84 745 | 100.00 750 | 98.88 744 | 100.00 746 | 99.54 743 | 100.00 747 | 99.50 745 | 99.90 746 | 93.55 742 |
|
| MEDIAN_ROB |  | 99.19 742 | 99.84 744 | 99.62 743 | 98.49 739 | 98.51 742 | 98.58 742 | 97.81 741 | 98.80 744 | 98.56 742 | 99.36 746 | 99.49 743 | 99.56 745 | 99.06 743 | 98.35 743 | 98.31 743 | 99.99 745 | 99.63 744 | 100.00 747 | 100.00 748 | 99.81 745 | 99.95 747 |
|
| HaxPig |  | 99.40 744 | 99.99 746 | 97.38 736 | 100.00 747 | 100.00 748 | 96.91 736 | 97.35 739 | 99.59 745 | 99.99 746 | 100.00 749 | 100.00 747 | 99.99 750 | 99.99 746 | 99.04 744 | 97.77 742 | 100.00 746 | 100.00 748 | 100.00 747 | 100.00 748 | 100.00 749 | 99.99 748 |
|
| Anonymous_1 |  | 99.65 745 | 99.95 745 | 99.93 745 | 99.80 744 | 99.60 744 | 100.00 746 | 100.00 747 | 99.82 748 | 99.98 745 | 99.62 747 | 99.94 746 | 99.75 747 | 100.00 747 | 99.66 745 | 99.88 746 | 98.45 744 | 99.84 745 | 98.73 744 | 99.26 744 | 99.41 744 | 99.36 744 |
|
| test_example2 |  | 99.68 746 | 99.99 746 | 99.99 746 | 100.00 747 | 99.99 747 | 99.86 745 | 99.99 746 | 98.29 743 | 100.00 747 | 100.00 749 | 100.00 747 | 98.15 743 | 98.39 742 | 99.98 747 | 99.98 747 | 100.00 746 | 99.99 747 | 99.40 745 | 99.53 746 | 100.00 749 | 100.00 749 |
|
| AVERAGE_ROB |  | 99.80 747 | 99.99 746 | 99.40 742 | 100.00 747 | 100.00 748 | 98.99 743 | 97.72 740 | 100.00 749 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 752 | 100.00 747 | 100.00 750 | 100.00 750 | 100.00 746 | 100.00 748 | 100.00 747 | 100.00 748 | 100.00 749 | 100.00 749 |
|
| DPSMNet_ROB |  | 99.95 748 | 100.00 749 | 100.00 747 | 100.00 747 | 100.00 748 | 100.00 746 | 100.00 747 | 100.00 749 | 100.00 747 | 99.15 744 | 100.00 747 | 99.96 748 | 100.00 747 | 99.99 748 | 99.99 748 | 100.00 746 | 100.00 748 | 100.00 747 | 100.00 748 | 100.00 749 | 100.00 749 |
|
| DGTPSM_ROB |  | 99.95 748 | 100.00 749 | 100.00 747 | 100.00 747 | 100.00 748 | 100.00 746 | 100.00 747 | 100.00 749 | 100.00 747 | 99.14 743 | 100.00 747 | 99.96 748 | 100.00 747 | 99.99 748 | 99.99 748 | 100.00 746 | 100.00 748 | 100.00 747 | 100.00 748 | 100.00 749 | 100.00 749 |
|
| iinet-test |  | 99.97 750 | 100.00 749 | 100.00 747 | 99.84 745 | 99.86 745 | 100.00 746 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 752 | 100.00 747 | 100.00 750 | 100.00 750 | 100.00 746 | 100.00 748 | 100.00 747 | 100.00 748 | 99.93 747 | 99.85 746 |
|
| IINet |  | 99.97 750 | 100.00 749 | 100.00 747 | 99.84 745 | 99.87 746 | 100.00 746 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 752 | 100.00 747 | 100.00 750 | 100.00 750 | 100.00 746 | 100.00 748 | 100.00 747 | 100.00 748 | 99.93 747 | 99.84 745 |
|
| fast-reg |  | 100.00 752 | 100.00 749 | 100.00 747 | 100.00 747 | 100.00 748 | 100.00 746 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 752 | 100.00 747 | 100.00 750 | 100.00 750 | 100.00 746 | 100.00 748 | 100.00 747 | 100.00 748 | 100.00 749 | 100.00 749 |
|
| Hybrid-DGEV |  | 100.00 752 | 100.00 749 | 100.00 747 | 100.00 747 | 100.00 748 | 100.00 746 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 752 | 100.00 747 | 100.00 750 | 100.00 750 | 100.00 746 | 100.00 748 | 100.00 747 | 100.00 748 | 100.00 749 | 100.00 749 |
|
| RAFT-FEzeroshot |  | 100.00 752 | 100.00 749 | 100.00 747 | 100.00 747 | 100.00 748 | 100.00 746 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 752 | 100.00 747 | 100.00 750 | 100.00 750 | 100.00 746 | 100.00 748 | 100.00 747 | 100.00 748 | 100.00 749 | 100.00 749 |
|
| RAFT-FE |  | 100.00 752 | 100.00 749 | 100.00 747 | 100.00 747 | 100.00 748 | 100.00 746 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 752 | 100.00 747 | 100.00 750 | 100.00 750 | 100.00 746 | 100.00 748 | 100.00 747 | 100.00 748 | 100.00 749 | 100.00 749 |
|
| FlowAnything |  | 100.00 752 | 100.00 749 | 100.00 747 | 100.00 747 | 100.00 748 | 100.00 746 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 752 | 100.00 747 | 100.00 750 | 100.00 750 | 100.00 746 | 100.00 748 | 100.00 747 | 100.00 748 | 100.00 749 | 100.00 749 |
|
| Selective-RAFT-Error |  | 100.00 752 | 100.00 749 | 100.00 747 | 100.00 747 | 100.00 748 | 100.00 746 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 752 | 100.00 747 | 100.00 750 | 100.00 750 | 100.00 746 | 100.00 748 | 100.00 747 | 100.00 748 | 100.00 749 | 100.00 749 |
|
| CasAABBNet |  | 100.00 752 | 100.00 749 | 100.00 747 | 100.00 747 | 100.00 748 | 100.00 746 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 752 | 100.00 747 | 100.00 750 | 100.00 750 | 100.00 746 | 100.00 748 | 100.00 747 | 100.00 748 | 100.00 749 | 100.00 749 |
|
| LSM0 |  | 100.00 752 | 100.00 749 | 100.00 747 | 100.00 747 | 100.00 748 | 100.00 746 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 752 | 100.00 747 | 100.00 750 | 100.00 750 | 100.00 746 | 100.00 748 | 100.00 747 | 100.00 748 | 100.00 749 | 100.00 749 |
|
| DPSM_ROB |  | 100.00 752 | 100.00 749 | 100.00 747 | 100.00 747 | 100.00 748 | 100.00 746 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 752 | 100.00 747 | 100.00 750 | 100.00 750 | 100.00 746 | 100.00 748 | 100.00 747 | 100.00 748 | 100.00 749 | 100.00 749 |
|
| DPSM |  | 100.00 752 | 100.00 749 | 100.00 747 | 100.00 747 | 100.00 748 | 100.00 746 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 749 | 100.00 747 | 100.00 752 | 100.00 747 | 100.00 750 | 100.00 750 | 100.00 746 | 100.00 748 | 100.00 747 | 100.00 748 | 100.00 749 | 100.00 749 |
|
| GS-Stereo |  | | | | | | | 1.50 176 | 8.60 167 | 4.56 147 | 2.71 131 | 2.61 73 | 1.86 102 | 2.25 123 | 3.50 43 | 1.15 119 | 0.00 1 | 0.07 280 | 0.00 1 | 0.39 550 | 0.22 259 | 0.15 262 |
|
| FSD |  | | | | | 5.31 542 | 8.20 361 | 12.18 601 | 12.39 249 | 7.98 247 | 7.94 261 | 7.35 210 | 9.35 313 | 7.17 358 | 10.94 306 | 8.86 480 | 5.58 658 | 2.77 662 | 5.46 653 | 4.09 658 | 5.17 636 | |
|
| ccccc |  | | 98.19 743 | | 100.00 747 | 100.00 748 | 99.32 744 | | 99.79 746 | | 99.63 748 | | 99.69 746 | | 99.95 746 | | 100.00 746 | 100.00 748 | 99.97 746 | 99.90 747 | 100.00 749 | |
|
| ASD4 |  | | 90.49 735 | | | | | | | | | | | | | | | | | | | |
|