| WAFT-Stereo (ZS) |  | 0.89 1 | 0.68 34 | 2.58 7 | 1.08 1 | 0.31 24 | 1.44 16 | 0.13 38 | 3.02 10 | 1.19 9 | 1.69 75 | 1.00 37 | 0.16 1 | 0.20 5 | 3.69 56 | 0.60 26 | 0.01 150 | 0.01 51 | 0.01 267 | 0.05 339 | 0.02 11 | 0.01 9 |
|
| S2M2_XL |  | 0.93 2 | 0.78 62 | 3.42 54 | 1.97 15 | 0.27 16 | 0.44 1 | 0.01 1 | 1.71 1 | 0.99 6 | 1.17 29 | 2.70 83 | 1.74 94 | 1.21 76 | 1.17 1 | 1.00 103 | 0.00 1 | 0.01 51 | 0.01 267 | 0.00 1 | 0.02 11 | 0.02 22 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| PSi22a |  | 0.94 3 | 0.55 5 | 2.07 1 | 2.13 29 | 0.25 8 | 1.14 6 | 0.09 24 | 4.93 33 | 0.89 1 | 0.74 5 | 0.08 2 | 2.33 135 | 1.03 68 | 1.87 3 | 0.49 12 | 0.01 150 | 0.05 217 | 0.00 1 | 0.00 1 | 0.03 52 | 0.03 60 |
|
| Foundation-i32 |  | 0.97 4 | 0.54 3 | 2.57 6 | 2.24 39 | 0.21 7 | 1.31 11 | 0.09 24 | 4.21 16 | 0.95 5 | 1.20 33 | 0.42 17 | 2.79 155 | 0.29 12 | 1.78 2 | 0.54 14 | 0.02 237 | 0.08 324 | 0.03 320 | 0.00 1 | 0.03 52 | 0.03 60 |
|
| VeloStereo |  | 0.98 5 | 0.69 37 | 3.01 26 | 2.02 21 | 0.36 49 | 1.52 19 | 0.04 15 | 2.25 5 | 1.26 14 | 0.80 6 | 0.46 20 | 2.04 120 | 0.99 65 | 3.52 48 | 0.57 19 | 0.00 1 | 0.03 153 | 0.00 1 | 0.01 212 | 0.03 52 | 0.04 91 |
|
| BLMT-Stereo |  | 0.99 6 | 0.51 2 | 3.10 35 | 2.65 92 | 0.36 49 | 0.56 2 | 0.27 64 | 1.94 2 | 1.86 45 | 1.00 18 | 2.57 77 | 1.18 63 | 0.15 1 | 1.90 4 | 1.49 150 | 0.14 396 | 0.01 51 | 0.00 1 | 0.02 257 | 0.03 52 | 0.03 60 |
|
| PSi22b |  | 1.02 7 | 0.57 7 | 2.28 2 | 2.14 30 | 0.25 8 | 1.23 8 | 0.13 38 | 5.00 34 | 0.90 2 | 0.64 2 | 0.09 4 | 3.29 164 | 0.60 37 | 2.65 21 | 0.46 8 | 0.03 278 | 0.11 387 | 0.00 1 | 0.00 1 | 0.03 52 | 0.03 60 |
|
| DepthFocus |  | 1.04 8 | 0.68 34 | 3.33 48 | 1.97 15 | 0.42 68 | 1.27 10 | 0.87 123 | 2.04 3 | 1.22 10 | 0.66 4 | 1.71 60 | 1.75 96 | 0.90 59 | 3.46 43 | 0.44 5 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.01 1 | 0.04 91 |
|
| PipStereo |  | 1.06 9 | 0.57 7 | 2.29 3 | 2.16 31 | 0.26 10 | 1.22 7 | 0.10 30 | 5.28 41 | 0.91 3 | 0.64 2 | 0.09 4 | 3.41 166 | 0.88 57 | 2.66 22 | 0.46 8 | 0.02 237 | 0.10 365 | 0.00 1 | 0.00 1 | 0.03 52 | 0.04 91 |
|
| flow |  | 1.07 10 | 0.69 37 | 3.01 26 | 2.02 21 | 0.36 49 | 1.52 19 | 0.04 15 | 2.25 5 | 1.26 14 | 0.80 6 | 0.46 20 | 2.04 120 | 0.99 65 | 5.35 102 | 0.57 19 | 0.00 1 | 0.03 153 | 0.00 1 | 0.01 212 | 0.03 52 | 0.04 91 |
|
| mm1 |  | 1.12 11 | 0.62 17 | 2.88 15 | 1.99 18 | 0.33 40 | 1.31 11 | 0.01 1 | 4.21 16 | 2.56 69 | 1.17 29 | 0.47 22 | 2.11 125 | 0.28 9 | 3.83 60 | 0.54 14 | 0.01 150 | 0.02 112 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| LACA1 |  | 1.12 11 | 0.73 43 | 2.61 8 | 1.25 3 | 0.59 108 | 2.50 45 | 0.45 79 | 4.45 19 | 0.93 4 | 1.64 72 | 0.22 10 | 0.47 30 | 1.78 109 | 4.39 78 | 0.36 2 | 0.00 1 | 0.03 153 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| LACA_dic |  | 1.15 13 | 0.73 43 | 2.51 4 | 2.24 39 | 0.31 24 | 1.89 26 | 0.06 18 | 3.15 12 | 1.02 7 | 1.64 72 | 0.20 9 | 1.79 102 | 1.58 95 | 5.41 103 | 0.42 4 | 0.04 299 | 0.03 153 | 0.00 1 | 0.00 1 | 0.01 1 | 0.00 1 |
|
| mm2 |  | 1.15 13 | 0.62 17 | 2.88 15 | 1.99 18 | 0.33 40 | 1.31 11 | 0.01 1 | 4.81 26 | 2.56 69 | 1.17 29 | 0.47 22 | 2.11 125 | 0.28 9 | 3.83 60 | 0.54 14 | 0.01 150 | 0.02 112 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| DF_test |  | 1.16 15 | 0.75 51 | 2.75 11 | 2.67 97 | 1.02 191 | 1.32 14 | 0.02 10 | 2.28 7 | 2.21 55 | 0.82 8 | 0.99 36 | 1.98 113 | 0.78 48 | 3.72 58 | 0.39 3 | 0.08 362 | 0.04 178 | 0.00 1 | 0.00 1 | 1.25 558 | 0.14 248 |
|
| LACA2 |  | 1.22 16 | 1.14 181 | 4.34 125 | 1.32 4 | 0.20 5 | 3.03 66 | 0.14 44 | 5.79 60 | 1.12 8 | 1.06 23 | 0.67 29 | 0.56 35 | 0.80 52 | 3.67 55 | 0.44 5 | 0.00 1 | 0.03 153 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 9 |
|
| derf |  | 1.23 17 | 0.58 10 | 3.00 24 | 2.94 126 | 0.35 44 | 1.60 21 | 0.09 24 | 4.56 21 | 3.52 129 | 1.15 28 | 0.33 12 | 1.14 62 | 0.25 6 | 4.24 73 | 0.48 10 | 0.01 150 | 0.07 286 | 0.00 1 | 0.25 505 | 0.02 11 | 0.02 22 |
|
| LGCAT |  | 1.26 18 | 0.62 17 | 2.91 20 | 2.64 91 | 0.31 24 | 1.47 17 | 0.01 1 | 2.88 9 | 1.65 33 | 1.31 42 | 0.45 18 | 1.79 102 | 1.38 87 | 5.91 117 | 0.85 70 | 0.10 375 | 0.42 573 | 0.00 1 | 0.00 1 | 0.01 1 | 0.44 439 |
|
| FoundationStereo |  | 1.26 18 | 0.73 43 | 2.84 14 | 2.65 92 | 0.58 105 | 2.31 37 | 0.61 95 | 3.40 14 | 1.57 26 | 1.89 92 | 0.09 4 | 2.61 145 | 2.90 159 | 2.37 17 | 0.60 26 | 0.04 299 | 0.04 178 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 60 |
|
| MonSter++ |  | 1.28 20 | 0.63 22 | 2.88 15 | 2.00 20 | 0.32 29 | 2.14 33 | 0.01 1 | 4.86 31 | 2.56 69 | 1.63 70 | 0.45 18 | 2.17 129 | 1.25 78 | 3.81 59 | 0.84 68 | 0.01 150 | 0.02 112 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 22 |
|
| GeoVLM |  | 1.29 21 | 0.62 17 | 2.88 15 | 2.04 23 | 0.32 29 | 2.13 31 | 0.01 1 | 4.81 26 | 2.57 74 | 1.67 74 | 0.50 25 | 2.09 124 | 1.29 80 | 3.91 63 | 0.85 70 | 0.01 150 | 0.02 112 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| small-0shot |  | 1.30 22 | 0.80 71 | 3.44 57 | 1.62 7 | 0.88 174 | 1.41 15 | 1.95 289 | 3.34 13 | 1.24 12 | 1.25 37 | 4.13 121 | 1.63 87 | 0.34 13 | 3.17 39 | 0.76 52 | 0.02 237 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| LiteMatch* |   | 1.32 23 | 0.85 95 | 4.93 158 | 2.28 49 | 0.28 18 | 2.07 30 | 0.03 13 | 4.90 32 | 2.57 74 | 1.39 56 | 0.67 29 | 1.58 85 | 0.52 31 | 3.52 48 | 0.69 42 | 0.01 150 | 0.01 51 | 0.00 1 | 0.00 1 | 0.04 83 | 0.06 139 |
|
| HiDET |  | 1.32 23 | 0.56 6 | 3.12 38 | 2.54 79 | 0.43 75 | 1.92 27 | 0.02 10 | 5.70 52 | 2.72 84 | 1.35 44 | 0.52 26 | 1.27 68 | 0.97 62 | 4.05 66 | 1.19 127 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 22 |
|
| testmc14 |  | 1.36 25 | 0.57 7 | 3.06 31 | 2.59 87 | 0.35 44 | 3.43 90 | 0.73 107 | 3.49 15 | 1.80 42 | 1.39 56 | 2.52 74 | 2.65 149 | 1.41 89 | 2.18 10 | 0.93 85 | 0.00 1 | 0.02 112 | 0.00 1 | 0.02 257 | 0.03 52 | 0.10 191 |
|
| qqai |  | 1.38 26 | 0.60 15 | 3.39 53 | 2.92 123 | 0.35 44 | 1.60 21 | 0.11 35 | 5.17 35 | 3.33 123 | 1.10 24 | 0.34 13 | 3.06 160 | 0.27 7 | 4.38 77 | 0.57 19 | 0.02 237 | 0.06 256 | 0.00 1 | 0.28 521 | 0.02 11 | 0.03 60 |
|
| LACA3 |  | 1.38 26 | 0.90 117 | 2.71 10 | 1.21 2 | 0.85 169 | 2.34 40 | 1.64 214 | 4.58 22 | 1.22 10 | 1.13 26 | 0.63 28 | 0.64 42 | 0.61 39 | 8.78 223 | 0.31 1 | 0.01 150 | 0.01 51 | 0.00 1 | 0.00 1 | 0.03 52 | 0.00 1 |
|
| PointNet |  | 1.43 28 | 0.63 22 | 3.11 36 | 2.08 26 | 0.29 22 | 2.64 49 | 0.19 56 | 5.26 37 | 3.30 122 | 1.94 93 | 0.68 31 | 2.46 139 | 0.28 9 | 4.68 89 | 0.83 60 | 0.01 150 | 0.09 343 | 0.00 1 | 0.02 257 | 0.02 11 | 0.03 60 |
|
| BridgeDepth_RVC |   | 1.46 29 | 0.72 41 | 2.76 12 | 1.47 6 | 0.75 154 | 4.05 119 | 0.01 1 | 5.97 68 | 1.58 30 | 1.29 40 | 1.19 46 | 1.02 55 | 2.98 162 | 3.52 48 | 0.87 76 | 0.79 578 | 0.08 324 | 0.12 449 | 0.05 339 | 0.01 1 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| MLG-Stereo |  | 1.48 30 | 0.65 31 | 3.04 30 | 2.52 75 | 0.79 159 | 3.11 72 | 0.16 50 | 6.26 85 | 1.80 42 | 0.84 9 | 0.10 8 | 1.51 80 | 0.65 44 | 7.44 166 | 0.53 13 | 0.02 237 | 0.09 343 | 0.00 1 | 0.03 286 | 0.03 52 | 0.02 22 |
|
| LGtest1 |  | 1.48 30 | 0.75 51 | 4.03 103 | 2.33 58 | 0.65 124 | 3.02 65 | 0.11 35 | 6.12 80 | 1.51 22 | 1.41 58 | 1.48 53 | 0.65 43 | 0.93 61 | 5.60 106 | 0.81 56 | 0.03 278 | 0.12 400 | 0.00 1 | 0.00 1 | 0.10 184 | 0.04 91 |
|
| depth_test_26 |  | 1.49 32 | 0.71 40 | 3.27 43 | 2.28 49 | 0.49 86 | 1.24 9 | 0.09 24 | 3.12 11 | 2.29 57 | 0.41 1 | 7.44 223 | 2.01 117 | 1.14 73 | 4.48 85 | 0.61 30 | 0.01 150 | 0.05 217 | 0.00 1 | 0.03 286 | 0.03 52 | 0.12 220 |
|
| MSE-Stereo |  | 1.49 32 | 0.75 51 | 3.35 49 | 2.32 55 | 1.32 240 | 3.23 79 | 0.68 99 | 5.27 38 | 2.97 103 | 1.47 61 | 0.87 33 | 1.67 89 | 0.35 14 | 4.46 82 | 0.75 49 | 0.03 278 | 0.15 440 | 0.00 1 | 0.00 1 | 0.06 107 | 0.04 91 |
|
| CSFM-Stereo |  | 1.49 32 | 0.59 12 | 3.11 36 | 2.47 70 | 0.31 24 | 3.07 68 | 0.15 48 | 6.28 91 | 2.36 63 | 2.48 127 | 1.08 42 | 1.50 79 | 1.10 71 | 4.29 76 | 0.89 78 | 0.02 237 | 0.02 112 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 60 |
|
| MLG-Stereo_test1 |  | 1.51 35 | 0.65 31 | 3.00 24 | 2.47 70 | 2.46 366 | 2.84 59 | 0.16 50 | 5.64 50 | 1.77 39 | 0.98 16 | 0.09 4 | 1.53 81 | 0.52 31 | 7.44 166 | 0.56 17 | 0.02 237 | 0.09 343 | 0.00 1 | 0.03 286 | 0.03 52 | 0.02 22 |
|
| MGA |  | 1.52 36 | 0.75 51 | 3.13 39 | 2.32 55 | 1.59 275 | 3.94 111 | 0.86 121 | 4.84 28 | 2.96 102 | 1.47 61 | 1.42 52 | 1.41 75 | 0.19 4 | 4.46 82 | 0.75 49 | 0.03 278 | 0.15 440 | 0.00 1 | 0.00 1 | 0.06 107 | 0.04 91 |
|
| 252Zero-FE |  | 1.52 36 | 0.84 87 | 3.49 63 | 2.85 114 | 0.54 98 | 1.97 29 | 0.08 21 | 6.14 81 | 4.11 142 | 1.76 84 | 3.45 101 | 0.16 1 | 0.27 7 | 3.61 53 | 0.82 58 | 0.01 150 | 0.10 365 | 0.08 401 | 0.04 310 | 0.04 83 | 0.03 60 |
|
| MLG-Stereo_test2 |  | 1.52 36 | 0.64 25 | 2.81 13 | 2.52 75 | 1.79 304 | 2.76 56 | 0.16 50 | 4.70 24 | 1.80 42 | 1.75 82 | 0.08 2 | 3.21 163 | 0.17 3 | 7.28 158 | 0.64 31 | 0.02 237 | 0.11 387 | 0.00 1 | 0.00 1 | 0.04 83 | 0.03 60 |
|
| CAR |  | 1.55 39 | 0.76 57 | 3.35 49 | 2.32 55 | 1.32 240 | 3.23 79 | 0.68 99 | 5.27 38 | 2.97 103 | 2.35 120 | 0.87 33 | 1.67 89 | 0.35 14 | 4.80 91 | 0.84 68 | 0.03 278 | 0.16 451 | 0.00 1 | 0.00 1 | 0.06 107 | 0.04 91 |
|
| MLG-Stereo_test3 |  | 1.57 40 | 0.69 37 | 3.82 88 | 2.19 35 | 1.34 249 | 3.92 110 | 0.25 61 | 5.89 66 | 1.27 16 | 0.91 14 | 1.07 41 | 1.99 116 | 0.64 43 | 6.09 121 | 1.10 113 | 0.03 278 | 0.09 343 | 0.00 1 | 0.00 1 | 0.05 100 | 0.04 91 |
|
| dual_stereo |  | 1.57 40 | 0.64 25 | 2.56 5 | 2.33 58 | 0.47 79 | 2.62 47 | 0.08 21 | 4.85 29 | 1.95 48 | 1.01 20 | 0.69 32 | 1.90 111 | 0.61 39 | 10.34 284 | 0.96 91 | 0.01 150 | 0.20 481 | 0.00 1 | 0.18 454 | 0.01 1 | 0.03 60 |
|
| test410 |  | 1.58 42 | 0.84 87 | 5.01 167 | 1.88 11 | 2.08 337 | 4.75 180 | 0.10 30 | 5.86 62 | 2.44 65 | 0.99 17 | 1.04 40 | 0.91 53 | 1.08 70 | 3.17 39 | 1.27 133 | 0.00 1 | 0.07 286 | 0.00 1 | 0.00 1 | 0.03 52 | 0.02 22 |
|
| Pro-Stereo |  | 1.58 42 | 0.49 1 | 3.02 29 | 2.86 115 | 0.49 86 | 5.49 241 | 0.77 113 | 2.05 4 | 1.90 47 | 1.48 63 | 1.19 46 | 1.46 76 | 0.15 1 | 8.09 193 | 1.54 155 | 0.16 408 | 0.03 153 | 0.00 1 | 0.30 533 | 0.04 83 | 0.02 22 |
|
| test410_97500 |  | 1.59 44 | 0.81 72 | 4.83 151 | 1.96 14 | 1.52 267 | 4.75 180 | 0.10 30 | 5.87 63 | 2.45 66 | 0.90 12 | 1.32 49 | 1.03 58 | 1.33 82 | 3.51 47 | 1.22 131 | 0.00 1 | 0.06 256 | 0.00 1 | 0.00 1 | 0.03 52 | 0.02 22 |
|
| BridgeDepth |   | 1.59 44 | 0.74 46 | 2.65 9 | 1.86 9 | 0.15 3 | 6.66 332 | 0.05 17 | 5.75 54 | 2.52 67 | 1.38 55 | 0.38 14 | 1.98 113 | 2.79 156 | 4.44 81 | 0.44 5 | 0.00 1 | 0.02 112 | 0.00 1 | 0.00 1 | 0.02 11 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| LG-Stereo_L2 |  | 1.59 44 | 0.87 101 | 4.31 122 | 2.54 79 | 0.69 132 | 2.76 56 | 0.44 77 | 6.85 110 | 1.57 26 | 1.59 67 | 0.39 16 | 0.39 27 | 0.52 31 | 7.85 183 | 0.82 58 | 0.04 299 | 0.12 400 | 0.00 1 | 0.00 1 | 0.03 52 | 0.02 22 |
|
| LG-Stereo_L1 |  | 1.59 44 | 0.89 108 | 4.07 109 | 2.55 81 | 0.95 188 | 2.93 61 | 0.50 83 | 6.75 105 | 1.54 23 | 1.32 43 | 0.24 11 | 0.50 32 | 0.59 36 | 7.91 184 | 0.85 70 | 0.04 299 | 0.12 400 | 0.01 267 | 0.00 1 | 0.03 52 | 0.02 22 |
|
| Test_v1 |  | 1.60 48 | 0.76 57 | 3.26 42 | 2.18 33 | 1.25 228 | 2.17 34 | 0.16 50 | 7.01 113 | 3.12 110 | 1.44 59 | 2.91 86 | 1.49 78 | 1.02 67 | 4.48 85 | 0.68 38 | 0.01 150 | 0.04 178 | 0.00 1 | 0.00 1 | 0.03 52 | 0.04 91 |
|
| Wavelet-MonSter |  | 1.61 49 | 0.84 87 | 4.03 103 | 2.47 70 | 2.55 372 | 2.93 61 | 0.03 13 | 4.71 25 | 1.40 19 | 1.96 94 | 4.34 129 | 0.34 24 | 0.83 56 | 4.87 94 | 0.90 79 | 0.00 1 | 0.03 153 | 0.02 300 | 0.00 1 | 0.02 11 | 0.03 60 |
|
| over-8 |  | 1.69 50 | 1.25 222 | 3.48 62 | 3.07 141 | 0.32 29 | 4.01 115 | 0.01 1 | 5.22 36 | 1.74 37 | 1.21 34 | 1.34 50 | 1.34 72 | 2.51 146 | 7.71 175 | 0.57 19 | 0.01 150 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 52 | 0.00 1 |
|
| over-9 |  | 1.69 50 | 1.39 273 | 3.63 69 | 2.94 126 | 0.33 40 | 3.77 105 | 0.02 10 | 5.32 43 | 1.78 40 | 1.29 40 | 0.98 35 | 1.27 68 | 2.62 148 | 7.78 180 | 0.66 35 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.04 83 | 0.00 1 |
|
| anonymous |  | 1.69 50 | 1.18 196 | 3.53 64 | 2.59 87 | 0.64 119 | 0.79 3 | 1.14 145 | 2.34 8 | 2.34 62 | 3.20 161 | 6.92 213 | 2.58 144 | 0.61 39 | 4.97 97 | 0.88 77 | 0.02 237 | 0.01 51 | 0.00 1 | 0.00 1 | 0.03 52 | 0.06 139 |
|
| MatchStereo |   | 1.70 53 | 0.88 103 | 3.85 89 | 2.11 28 | 0.14 1 | 2.35 41 | 0.33 69 | 5.87 63 | 4.80 162 | 0.90 12 | 4.35 131 | 0.81 50 | 1.32 81 | 4.93 95 | 1.30 135 | 0.01 150 | 0.05 217 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 9 |
| Tingman Yan, Tao Liu, Xilian Yang, Qunfei Zhao, Zeyang Xia: MatchAttention: Matching the Relative Positions for High-Resolution Cross-View Matching. Arxiv, 2025 |
| LCMNet |  | 1.70 53 | 0.59 12 | 2.97 23 | 1.86 9 | 0.58 105 | 1.95 28 | 0.09 24 | 6.27 87 | 7.21 239 | 1.23 36 | 1.48 53 | 1.25 67 | 1.34 83 | 6.03 119 | 1.05 111 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| MonSter |  | 1.74 55 | 0.74 46 | 3.64 71 | 2.27 43 | 1.62 281 | 6.01 298 | 0.13 38 | 6.02 71 | 2.88 98 | 1.35 44 | 2.11 63 | 0.30 15 | 0.36 16 | 6.50 130 | 0.83 60 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 257 | 0.02 11 | 0.02 22 |
|
| monster-pro |  | 1.75 56 | 0.74 46 | 3.64 71 | 2.27 43 | 1.62 281 | 5.99 293 | 0.14 44 | 6.02 71 | 2.87 94 | 1.35 44 | 2.11 63 | 0.30 15 | 0.36 16 | 6.78 145 | 0.83 60 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 257 | 0.02 11 | 0.02 22 |
|
| Monster-pub-eth3d |  | 1.75 56 | 0.75 51 | 3.64 71 | 2.27 43 | 1.62 281 | 6.02 301 | 0.14 44 | 6.02 71 | 2.87 94 | 1.35 44 | 2.11 63 | 0.30 15 | 0.36 16 | 6.59 133 | 0.83 60 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 257 | 0.02 11 | 0.02 22 |
|
| MCSU-Stereo |  | 1.76 58 | 0.54 3 | 3.43 56 | 2.57 85 | 0.32 29 | 3.22 77 | 0.57 90 | 5.56 46 | 3.23 114 | 2.38 122 | 3.86 115 | 3.78 181 | 0.40 24 | 3.99 65 | 1.20 129 | 0.00 1 | 0.02 112 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 60 |
|
| MonStereo |  | 1.76 58 | 0.75 51 | 3.64 71 | 2.27 43 | 1.61 278 | 6.04 304 | 0.14 44 | 6.02 71 | 2.88 98 | 1.35 44 | 2.11 63 | 0.30 15 | 0.36 16 | 6.84 147 | 0.83 60 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 212 | 0.02 11 | 0.02 22 |
|
| GREATEN-IGEV_RVC |   | 1.78 60 | 1.12 175 | 4.60 137 | 2.29 53 | 0.65 124 | 3.08 69 | 0.74 109 | 6.01 70 | 3.02 106 | 2.15 108 | 1.00 37 | 2.13 127 | 0.37 22 | 6.80 146 | 1.47 147 | 0.00 1 | 0.00 1 | 0.03 320 | 0.00 1 | 0.03 52 | 0.08 172 |
|
| over v1 |  | 1.81 61 | 1.37 264 | 3.35 49 | 2.87 116 | 0.31 24 | 4.66 164 | 0.01 1 | 5.35 44 | 2.07 50 | 1.17 29 | 1.50 55 | 1.32 71 | 3.47 182 | 7.94 185 | 0.74 46 | 0.01 150 | 0.01 51 | 0.00 1 | 0.00 1 | 0.03 52 | 0.00 1 |
|
| 4.5_new |  | 1.82 62 | 0.79 67 | 3.44 57 | 2.35 60 | 1.84 307 | 5.69 270 | 1.28 156 | 5.59 48 | 2.60 76 | 3.74 178 | 3.37 96 | 0.43 28 | 0.97 62 | 3.16 37 | 0.98 93 | 0.01 150 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 132 | 0.16 278 |
|
| 4.5w-stereo |  | 1.83 63 | 0.79 67 | 3.45 60 | 2.35 60 | 1.84 307 | 5.69 270 | 1.29 159 | 5.59 48 | 2.60 76 | 3.75 179 | 3.37 96 | 0.43 28 | 0.97 62 | 3.16 37 | 0.98 93 | 0.01 150 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 132 | 0.16 278 |
|
| Monster-pub-mixall |  | 1.84 64 | 0.85 95 | 3.45 60 | 2.27 43 | 0.94 187 | 2.43 43 | 0.54 88 | 6.32 92 | 2.65 81 | 3.04 156 | 3.56 102 | 0.38 26 | 0.49 28 | 8.93 233 | 0.74 46 | 0.01 150 | 0.06 256 | 0.00 1 | 0.00 1 | 0.04 83 | 0.04 91 |
|
| over-6 |  | 1.85 65 | 1.26 226 | 3.73 79 | 2.47 70 | 0.35 44 | 2.67 50 | 0.25 61 | 9.42 190 | 2.07 50 | 1.03 21 | 1.50 55 | 1.02 55 | 2.97 160 | 7.54 170 | 0.56 17 | 0.09 367 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.00 1 |
|
| IGEV |   | 1.86 66 | 0.58 10 | 3.90 94 | 2.40 64 | 3.49 435 | 4.20 126 | 0.97 132 | 7.16 118 | 3.22 112 | 2.00 101 | 4.16 123 | 0.26 12 | 0.62 42 | 3.40 42 | 0.65 34 | 0.03 278 | 0.09 343 | 0.00 1 | 0.00 1 | 0.03 52 | 0.02 22 |
|
| SGD-Stereo |  | 1.88 67 | 0.76 57 | 3.80 86 | 2.37 62 | 0.33 40 | 3.48 92 | 0.93 129 | 6.52 97 | 2.22 56 | 3.84 183 | 1.08 42 | 1.78 98 | 1.34 83 | 8.32 199 | 0.70 43 | 0.09 367 | 0.01 51 | 0.00 1 | 0.00 1 | 0.06 107 | 0.03 60 |
|
| GREATEN-IGEV-FM_RVC |   | 1.90 68 | 1.45 293 | 5.03 168 | 2.56 83 | 0.79 159 | 4.83 190 | 0.59 92 | 5.97 68 | 4.88 166 | 2.41 123 | 0.38 14 | 1.65 88 | 0.82 55 | 4.47 84 | 1.84 186 | 0.00 1 | 0.00 1 | 0.00 1 | 0.07 374 | 0.12 201 | 0.11 209 |
|
| GEAStereo |  | 1.94 69 | 0.95 124 | 3.61 67 | 3.84 228 | 0.64 119 | 4.39 138 | 1.50 183 | 8.01 147 | 2.33 60 | 2.24 112 | 2.61 79 | 1.19 64 | 2.25 128 | 3.50 44 | 1.15 122 | 0.01 150 | 0.06 256 | 0.05 355 | 0.00 1 | 0.22 267 | 0.14 248 |
|
| 4.25_new |  | 1.94 69 | 0.81 72 | 3.74 80 | 2.82 107 | 2.69 382 | 4.37 134 | 2.37 323 | 5.76 55 | 2.78 88 | 1.99 98 | 3.60 103 | 0.23 5 | 2.40 139 | 4.13 67 | 0.99 95 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 157 |
|
| 4.5w_new |  | 1.94 69 | 0.81 72 | 3.74 80 | 2.82 107 | 2.69 382 | 4.37 134 | 2.37 323 | 5.76 55 | 2.78 88 | 1.99 98 | 3.60 103 | 0.23 5 | 2.40 139 | 4.13 67 | 0.99 95 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 157 |
|
| 4.25w-stereo |  | 1.94 69 | 0.81 72 | 3.74 80 | 2.82 107 | 2.69 382 | 4.37 134 | 2.37 323 | 5.76 55 | 2.78 88 | 1.99 98 | 3.60 103 | 0.23 5 | 2.40 139 | 4.13 67 | 0.99 95 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 157 |
|
| asda |  | 1.95 73 | 0.81 72 | 4.14 117 | 2.66 95 | 1.93 324 | 3.30 85 | 0.86 121 | 5.92 67 | 3.10 109 | 2.41 123 | 3.10 88 | 0.63 40 | 2.99 163 | 5.57 105 | 1.48 148 | 0.02 237 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 132 | 0.07 157 |
|
| 4w-stereo |  | 2.03 74 | 0.98 132 | 4.12 115 | 2.31 54 | 1.96 325 | 3.70 103 | 0.61 95 | 6.37 94 | 2.37 64 | 2.10 106 | 4.19 124 | 0.33 22 | 3.33 176 | 7.03 150 | 1.12 116 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 52 | 0.08 172 |
|
| LiteMatch |  | 2.05 75 | 1.75 410 | 2.89 19 | 3.57 202 | 0.63 117 | 2.13 31 | 1.54 195 | 4.85 29 | 2.56 69 | 1.63 70 | 0.47 22 | 2.13 127 | 4.42 222 | 3.83 60 | 7.98 467 | 0.00 1 | 0.04 178 | 0.00 1 | 0.00 1 | 0.29 328 | 0.31 395 |
|
| asd |  | 2.06 76 | 0.78 62 | 3.85 89 | 2.45 67 | 2.18 345 | 3.99 114 | 0.35 70 | 6.94 111 | 2.60 76 | 2.99 153 | 2.79 84 | 0.52 33 | 2.27 133 | 8.33 200 | 0.93 85 | 0.02 237 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 132 | 0.11 209 |
|
| S2M2_L |  | 2.06 76 | 1.28 232 | 4.05 108 | 3.20 154 | 1.14 216 | 2.31 37 | 0.06 18 | 6.26 85 | 6.67 220 | 1.75 82 | 4.48 138 | 4.47 200 | 0.81 53 | 2.36 16 | 1.52 153 | 0.25 460 | 0.10 365 | 0.03 320 | 0.00 1 | 0.49 443 | 0.03 60 |
| 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 78 | 1.04 147 | 5.75 235 | 2.56 83 | 0.65 124 | 2.75 54 | 1.75 248 | 8.35 165 | 1.65 33 | 2.30 118 | 3.44 100 | 1.73 93 | 3.12 166 | 5.03 99 | 1.14 121 | 0.00 1 | 0.00 1 | 0.00 1 | 0.26 511 | 0.09 160 | 0.11 209 |
|
| Anonymus |   | 2.10 79 | 1.12 175 | 3.31 47 | 3.49 188 | 0.52 95 | 2.37 42 | 0.28 65 | 5.87 63 | 2.72 84 | 2.59 132 | 1.68 59 | 4.85 213 | 1.81 113 | 8.52 206 | 2.63 258 | 0.10 375 | 0.04 178 | 0.00 1 | 0.00 1 | 0.04 83 | 0.13 237 |
|
| 2.5w |  | 2.10 79 | 0.78 62 | 4.30 121 | 2.96 132 | 1.85 310 | 3.22 77 | 2.25 314 | 6.05 78 | 2.69 82 | 1.80 87 | 5.44 182 | 0.23 5 | 2.01 118 | 7.36 162 | 1.01 106 | 0.01 150 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 139 |
|
| 2.75w_new |  | 2.10 79 | 0.82 77 | 3.93 97 | 2.18 33 | 1.44 257 | 3.52 96 | 2.30 318 | 5.52 45 | 2.91 101 | 4.14 197 | 3.93 118 | 0.27 13 | 2.38 136 | 6.17 123 | 2.32 233 | 0.01 150 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 139 |
|
| GCAP-Stereo-DPT-24K |  | 2.12 82 | 0.85 95 | 4.64 138 | 2.77 105 | 1.97 327 | 3.66 102 | 1.64 214 | 8.33 164 | 3.33 123 | 1.46 60 | 3.30 93 | 0.63 40 | 4.15 211 | 2.05 9 | 0.67 37 | 0.02 237 | 0.17 458 | 0.00 1 | 0.43 576 | 0.26 306 | 2.07 599 |
|
| LG-G_1 |  | 2.14 83 | 0.64 25 | 4.04 105 | 3.18 152 | 0.37 53 | 11.00 424 | 0.60 93 | 6.27 87 | 1.55 24 | 1.28 38 | 1.15 44 | 1.34 72 | 2.14 123 | 8.08 191 | 0.99 95 | 0.04 299 | 0.12 400 | 0.00 1 | 0.00 1 | 0.06 107 | 0.03 60 |
|
| LG-G |  | 2.14 83 | 0.64 25 | 4.04 105 | 3.18 152 | 0.37 53 | 11.00 424 | 0.60 93 | 6.27 87 | 1.55 24 | 1.28 38 | 1.15 44 | 1.34 72 | 2.14 123 | 8.08 191 | 0.99 95 | 0.04 299 | 0.12 400 | 0.00 1 | 0.00 1 | 0.06 107 | 0.03 60 |
|
| aanet-new-28k |  | 2.16 85 | 1.14 181 | 7.58 320 | 2.96 132 | 0.49 86 | 4.51 147 | 1.81 267 | 6.35 93 | 2.32 59 | 1.74 81 | 4.46 136 | 1.54 82 | 4.71 254 | 2.29 13 | 0.81 56 | 0.00 1 | 0.04 178 | 0.00 1 | 0.29 525 | 0.07 132 | 0.08 172 |
|
| GSStereo |  | 2.16 85 | 0.95 124 | 3.61 67 | 4.08 241 | 0.64 119 | 4.39 138 | 1.50 183 | 8.60 172 | 4.56 154 | 2.71 140 | 2.61 79 | 1.86 108 | 2.25 128 | 3.50 44 | 1.15 122 | 0.00 1 | 0.07 286 | 0.00 1 | 0.39 564 | 0.22 267 | 0.15 269 |
|
| GREAT-IGEV |   | 2.18 87 | 1.15 188 | 4.04 105 | 2.89 120 | 0.69 132 | 2.95 63 | 0.20 57 | 5.82 61 | 5.88 201 | 0.92 15 | 5.07 171 | 1.08 59 | 1.46 92 | 9.60 259 | 0.86 75 | 0.00 1 | 0.13 416 | 0.00 1 | 0.24 499 | 0.14 216 | 0.46 446 |
| 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 88 | 0.82 77 | 4.90 156 | 3.27 164 | 2.91 400 | 3.54 99 | 0.70 103 | 5.30 42 | 3.05 108 | 1.73 80 | 3.31 94 | 0.49 31 | 1.60 96 | 10.91 314 | 0.96 91 | 0.03 278 | 0.11 387 | 0.00 1 | 0.23 489 | 0.04 83 | 0.03 60 |
|
| IGEV-Stereo++ |  | 2.20 88 | 0.79 67 | 3.67 77 | 3.72 216 | 3.17 414 | 3.39 87 | 0.10 30 | 8.37 167 | 3.77 134 | 2.11 107 | 4.25 127 | 2.01 117 | 4.78 261 | 2.96 30 | 0.59 24 | 0.01 150 | 0.02 112 | 0.08 401 | 0.00 1 | 0.06 107 | 0.05 123 |
|
| monsters |  | 2.21 90 | 1.25 222 | 4.09 111 | 3.59 204 | 4.35 492 | 2.20 36 | 0.18 55 | 8.31 163 | 2.84 93 | 4.11 195 | 2.86 85 | 0.20 3 | 0.76 47 | 8.41 202 | 0.95 90 | 0.01 150 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.01 9 |
|
| DEFOM-Stereo |  | 2.21 90 | 0.88 103 | 3.63 69 | 3.42 178 | 0.89 177 | 13.14 465 | 0.83 118 | 4.68 23 | 1.96 49 | 2.72 142 | 1.66 58 | 0.59 36 | 0.54 34 | 8.53 207 | 0.68 38 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| aanet-new-34k |  | 2.22 92 | 1.33 251 | 6.99 294 | 2.55 81 | 0.37 53 | 2.69 51 | 1.58 202 | 8.25 160 | 2.14 53 | 1.11 25 | 5.28 175 | 2.45 138 | 6.42 339 | 2.04 8 | 0.80 53 | 0.00 1 | 0.08 324 | 0.03 320 | 0.02 257 | 0.07 132 | 0.20 319 |
|
| aanet-new-16k |  | 2.22 92 | 1.02 141 | 5.90 241 | 3.73 217 | 0.42 68 | 3.84 108 | 1.65 216 | 7.64 135 | 2.53 68 | 1.54 65 | 4.47 137 | 2.61 145 | 4.68 248 | 2.97 31 | 1.19 127 | 0.00 1 | 0.04 178 | 0.00 1 | 0.03 286 | 0.07 132 | 0.10 191 |
|
| 3.25w_new |  | 2.24 94 | 0.88 103 | 3.97 99 | 2.28 49 | 1.34 249 | 6.00 295 | 1.19 148 | 6.56 98 | 3.26 118 | 3.90 186 | 3.77 110 | 0.62 37 | 2.46 143 | 7.46 169 | 0.99 95 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.06 107 | 0.06 139 |
|
| 3.25w |  | 2.24 94 | 0.88 103 | 3.97 99 | 2.28 49 | 1.34 249 | 6.01 298 | 1.19 148 | 6.56 98 | 3.26 118 | 3.90 186 | 3.77 110 | 0.62 37 | 2.46 143 | 7.44 166 | 0.99 95 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.06 107 | 0.06 139 |
|
| aanet-new-40k |  | 2.30 96 | 1.29 236 | 8.15 354 | 2.62 90 | 2.23 348 | 5.47 240 | 1.80 263 | 6.79 107 | 1.59 31 | 1.14 27 | 4.71 149 | 1.12 61 | 5.55 296 | 2.35 15 | 0.85 70 | 0.00 1 | 0.06 256 | 0.02 300 | 0.04 310 | 0.04 83 | 0.18 297 |
|
| aanet-new-24k |  | 2.30 96 | 1.22 208 | 5.12 173 | 2.70 99 | 1.53 269 | 5.69 270 | 1.70 226 | 6.27 87 | 1.48 21 | 2.45 126 | 5.91 195 | 2.25 132 | 4.48 232 | 3.69 56 | 1.10 113 | 0.00 1 | 0.03 153 | 0.01 267 | 0.25 505 | 0.11 195 | 0.02 22 |
|
| aanet-new-12k |  | 2.30 96 | 0.79 67 | 8.45 371 | 4.28 268 | 0.45 77 | 4.57 152 | 1.75 248 | 8.28 162 | 2.63 80 | 2.70 139 | 1.35 51 | 1.74 94 | 4.57 241 | 3.03 32 | 1.10 113 | 0.01 150 | 0.03 153 | 0.07 390 | 0.01 212 | 0.12 201 | 0.06 139 |
|
| qwe |  | 2.30 96 | 0.82 77 | 3.76 84 | 2.60 89 | 2.75 388 | 4.59 156 | 0.28 65 | 6.62 101 | 2.90 100 | 4.62 210 | 4.62 145 | 0.55 34 | 0.89 58 | 8.78 223 | 2.09 215 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 132 | 0.14 248 |
|
| StereoAnything_RVC |  | 2.31 100 | 11.20 659 | 4.65 139 | 2.23 37 | 0.14 1 | 1.49 18 | 0.17 54 | 4.50 20 | 1.24 12 | 1.03 21 | 0.06 1 | 0.20 3 | 3.60 192 | 8.05 189 | 0.59 24 | 0.02 237 | 0.11 387 | 0.00 1 | 0.00 1 | 6.97 661 | 0.03 60 |
|
| aanet-new-32k |  | 2.32 101 | 1.33 251 | 5.55 219 | 2.88 117 | 1.83 305 | 5.87 286 | 1.73 241 | 7.45 126 | 1.37 17 | 1.71 77 | 4.22 125 | 2.66 150 | 6.13 323 | 2.81 26 | 0.64 31 | 0.00 1 | 0.12 400 | 0.00 1 | 0.00 1 | 0.08 149 | 0.09 179 |
|
| aanet-new-30k |  | 2.32 101 | 1.33 251 | 5.55 219 | 2.88 117 | 1.83 305 | 5.87 286 | 1.73 241 | 7.45 126 | 1.37 17 | 1.71 77 | 4.22 125 | 2.66 150 | 6.13 323 | 2.81 26 | 0.64 31 | 0.00 1 | 0.12 400 | 0.00 1 | 0.00 1 | 0.08 149 | 0.09 179 |
|
| 3.75w |  | 2.32 101 | 0.89 108 | 3.85 89 | 2.45 67 | 3.23 419 | 8.15 371 | 1.42 173 | 5.77 58 | 2.79 91 | 2.60 133 | 4.64 146 | 0.31 21 | 2.77 155 | 6.56 132 | 0.94 87 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.06 107 | 0.05 123 |
|
| RAStereo |  | 2.32 101 | 1.08 160 | 6.36 264 | 3.73 217 | 1.39 256 | 1.81 25 | 0.12 37 | 7.70 137 | 7.44 247 | 2.27 115 | 3.94 119 | 3.43 167 | 0.81 53 | 3.55 51 | 2.47 246 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 328 | 0.07 157 |
|
| 2.25w |  | 2.37 105 | 0.87 101 | 4.69 142 | 2.52 75 | 1.76 299 | 3.53 97 | 0.41 73 | 6.10 79 | 2.56 69 | 3.93 190 | 6.70 205 | 0.35 25 | 2.47 145 | 8.53 207 | 2.97 279 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| 2w_stereo |  | 2.37 105 | 0.83 81 | 4.12 115 | 2.73 100 | 1.22 226 | 4.67 165 | 3.90 403 | 6.98 112 | 3.62 130 | 3.48 170 | 5.01 166 | 0.24 9 | 4.36 218 | 4.43 80 | 1.70 174 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 60 |
|
| WQFJA1++ |  | 2.38 107 | 0.59 12 | 4.21 120 | 2.66 95 | 1.85 310 | 2.47 44 | 0.29 68 | 7.02 114 | 2.10 52 | 3.41 169 | 2.43 73 | 0.68 45 | 1.63 99 | 7.27 157 | 1.00 103 | 0.01 150 | 0.05 217 | 0.01 267 | 0.01 212 | 9.83 677 | 0.09 179 |
|
| DispViT+ |  | 2.39 108 | 0.66 33 | 3.18 40 | 1.32 4 | 5.13 539 | 2.80 58 | 0.09 24 | 12.73 272 | 6.26 210 | 1.59 67 | 1.01 39 | 0.71 46 | 1.06 69 | 9.26 248 | 1.35 140 | 0.62 555 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 52 | 0.02 22 |
|
| gasm-f |  | 2.39 108 | 0.96 129 | 3.77 85 | 3.84 228 | 0.50 89 | 4.50 145 | 2.54 339 | 8.01 147 | 2.33 60 | 2.24 112 | 5.92 196 | 1.19 64 | 4.05 206 | 6.12 122 | 1.31 137 | 0.01 150 | 0.06 256 | 0.05 355 | 0.00 1 | 0.25 295 | 0.14 248 |
|
| aanet-new-22k |  | 2.41 110 | 1.25 222 | 5.47 209 | 3.25 160 | 0.40 60 | 4.44 142 | 2.00 293 | 8.36 166 | 5.01 170 | 1.72 79 | 4.75 151 | 1.55 83 | 4.99 272 | 3.65 54 | 1.01 106 | 0.00 1 | 0.07 286 | 0.01 267 | 0.03 286 | 0.09 160 | 0.10 191 |
|
| monsterstereo |  | 2.41 110 | 0.98 132 | 4.33 123 | 4.12 246 | 4.48 498 | 1.80 23 | 0.08 21 | 5.78 59 | 5.21 183 | 3.36 165 | 7.40 222 | 0.25 10 | 0.37 22 | 8.92 232 | 1.00 103 | 0.01 150 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.01 9 |
|
| aanet-new-90k |  | 2.42 112 | 1.26 226 | 9.16 421 | 2.92 123 | 1.53 269 | 3.13 73 | 1.43 175 | 6.60 100 | 1.73 36 | 0.84 9 | 3.32 95 | 0.91 53 | 5.09 279 | 9.29 250 | 0.80 53 | 0.00 1 | 0.05 217 | 0.00 1 | 0.00 1 | 0.05 100 | 0.25 364 |
|
| LG-Stereo |  | 2.43 113 | 1.44 291 | 7.64 325 | 3.73 217 | 0.82 166 | 3.64 101 | 1.24 153 | 6.41 96 | 5.30 186 | 1.97 95 | 7.31 218 | 0.84 51 | 0.74 45 | 4.85 92 | 2.21 228 | 0.05 326 | 0.04 178 | 0.01 267 | 0.03 286 | 0.33 367 | 0.10 191 |
|
| aanet-32k-new |  | 2.45 114 | 1.49 311 | 5.53 215 | 2.99 135 | 1.32 240 | 5.09 217 | 1.83 269 | 5.66 51 | 1.61 32 | 1.21 34 | 4.15 122 | 2.17 129 | 6.08 321 | 8.40 201 | 1.04 108 | 0.01 150 | 0.07 286 | 0.00 1 | 0.00 1 | 0.10 184 | 0.21 331 |
|
| GCAP-Stereo-DPT-25K |  | 2.45 114 | 0.84 87 | 4.09 111 | 2.41 65 | 1.89 318 | 3.98 113 | 1.61 209 | 11.16 239 | 5.53 194 | 2.00 101 | 4.92 163 | 2.56 143 | 3.54 187 | 2.27 12 | 0.68 38 | 0.02 237 | 0.17 458 | 0.00 1 | 0.43 576 | 0.12 201 | 0.81 512 |
|
| 111111 |  | 2.45 114 | 1.01 139 | 3.89 93 | 3.60 205 | 4.13 472 | 3.49 95 | 0.23 60 | 8.63 175 | 3.25 115 | 2.15 108 | 4.26 128 | 2.29 134 | 2.03 119 | 8.86 231 | 0.94 87 | 0.01 150 | 0.02 112 | 0.08 401 | 0.00 1 | 0.14 216 | 0.04 91 |
|
| PhaseNet |  | 2.46 117 | 1.14 181 | 3.75 83 | 3.35 172 | 0.92 185 | 5.85 281 | 0.43 76 | 7.96 146 | 3.27 120 | 2.28 116 | 2.35 70 | 6.22 250 | 1.10 71 | 6.36 126 | 3.43 313 | 0.15 405 | 0.09 343 | 0.00 1 | 0.00 1 | 0.06 107 | 0.42 432 |
|
| 3.5w_stereo |  | 2.46 117 | 1.21 206 | 4.40 130 | 2.23 37 | 1.53 269 | 6.00 295 | 1.12 142 | 6.82 108 | 2.60 76 | 3.48 170 | 4.35 131 | 0.33 22 | 2.08 122 | 9.99 276 | 3.03 286 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 1 | 0.06 139 |
|
| aanet-new-78k |  | 2.47 119 | 1.27 229 | 10.18 471 | 3.08 143 | 0.28 18 | 2.19 35 | 1.35 168 | 6.66 103 | 1.44 20 | 1.58 66 | 4.08 120 | 1.02 55 | 6.47 341 | 8.61 210 | 0.83 60 | 0.00 1 | 0.04 178 | 0.00 1 | 0.00 1 | 0.03 52 | 0.22 339 |
|
| aanet-new-36k |  | 2.47 119 | 1.13 178 | 5.18 181 | 2.94 126 | 0.28 18 | 5.32 231 | 1.22 151 | 7.53 129 | 2.20 54 | 1.37 54 | 4.35 131 | 1.56 84 | 6.50 344 | 8.66 218 | 0.91 82 | 0.00 1 | 0.07 286 | 0.02 300 | 0.00 1 | 0.03 52 | 0.14 248 |
|
| aanet-new-70k |  | 2.48 121 | 1.18 196 | 8.17 358 | 2.76 104 | 0.62 115 | 4.98 202 | 1.52 190 | 6.84 109 | 1.57 26 | 1.69 75 | 3.83 114 | 0.84 51 | 5.29 289 | 8.97 236 | 1.12 116 | 0.00 1 | 0.02 112 | 0.00 1 | 0.00 1 | 0.03 52 | 0.11 209 |
|
| 3w_stereo |  | 2.49 122 | 0.84 87 | 5.43 202 | 2.46 69 | 0.46 78 | 5.44 238 | 6.54 503 | 7.07 115 | 3.41 127 | 3.30 163 | 4.77 155 | 0.28 14 | 4.24 215 | 4.24 73 | 1.30 135 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 157 |
|
| GCAP-Stereo-DPT-22K |  | 2.52 123 | 0.89 108 | 4.37 127 | 3.28 165 | 3.42 428 | 3.39 87 | 1.45 176 | 7.88 142 | 3.22 112 | 2.29 117 | 7.74 227 | 3.46 168 | 5.13 280 | 2.00 7 | 0.75 49 | 0.02 237 | 0.30 545 | 0.00 1 | 0.43 576 | 0.11 195 | 0.27 374 |
|
| fffft |  | 2.58 124 | 0.86 98 | 5.15 178 | 3.15 149 | 1.32 240 | 4.44 142 | 4.17 414 | 8.04 150 | 3.29 121 | 3.03 155 | 2.20 69 | 1.88 110 | 1.45 91 | 10.41 287 | 1.80 181 | 0.00 1 | 0.04 178 | 0.00 1 | 0.00 1 | 0.31 349 | 0.10 191 |
| 1: 1. 1 |
| AIO_test |  | 2.59 125 | 0.89 108 | 4.07 109 | 3.70 214 | 2.35 359 | 5.35 233 | 2.39 327 | 8.10 153 | 4.33 148 | 1.35 44 | 4.60 142 | 4.27 194 | 1.35 85 | 7.29 160 | 0.71 45 | 0.76 572 | 0.07 286 | 0.00 1 | 0.09 399 | 0.06 107 | 0.03 60 |
|
| Replicate-Monster |  | 2.63 126 | 3.33 549 | 11.97 507 | 2.38 63 | 1.08 204 | 3.13 73 | 0.44 77 | 6.76 106 | 4.42 152 | 3.79 180 | 1.30 48 | 0.66 44 | 1.15 74 | 8.78 223 | 0.48 10 | 0.01 150 | 0.08 324 | 0.00 1 | 0.00 1 | 0.26 306 | 2.68 615 |
|
| TS12 |  | 2.64 127 | 0.78 62 | 3.08 34 | 2.06 24 | 0.32 29 | 6.38 320 | 0.20 57 | 8.17 156 | 4.25 146 | 2.93 148 | 10.46 271 | 1.46 76 | 3.07 164 | 7.82 181 | 1.77 179 | 0.01 150 | 0.01 51 | 0.00 1 | 0.00 1 | 0.04 83 | 0.02 22 |
|
| aanet-new-60k |  | 2.64 127 | 1.31 244 | 9.62 440 | 2.69 98 | 0.91 182 | 6.94 343 | 1.66 217 | 6.67 104 | 1.57 26 | 1.53 64 | 3.90 117 | 2.64 148 | 3.38 178 | 8.81 228 | 0.90 79 | 0.00 1 | 0.07 286 | 0.01 267 | 0.01 212 | 0.04 83 | 0.20 319 |
|
| GIP-stereo |  | 2.66 129 | 1.00 138 | 4.00 101 | 4.99 322 | 3.41 426 | 3.38 86 | 0.77 113 | 8.73 180 | 5.69 200 | 2.08 105 | 5.38 176 | 4.13 190 | 3.21 168 | 5.21 101 | 1.05 111 | 0.01 150 | 0.06 256 | 0.00 1 | 0.00 1 | 0.07 132 | 0.04 91 |
|
| aanet-new-10k |  | 2.69 130 | 1.23 213 | 9.26 423 | 4.00 236 | 0.52 95 | 8.39 376 | 1.89 279 | 7.92 144 | 1.69 35 | 2.89 147 | 2.99 87 | 2.76 153 | 5.48 293 | 3.07 34 | 1.35 140 | 0.00 1 | 0.11 387 | 0.05 355 | 0.04 310 | 0.09 160 | 0.04 91 |
|
| Foundation-i1c-attn |  | 2.71 131 | 0.60 15 | 3.06 31 | 2.24 39 | 0.51 91 | 5.22 223 | 4.50 425 | 8.99 185 | 3.66 132 | 3.62 175 | 3.42 98 | 5.81 239 | 4.90 265 | 6.67 139 | 0.91 82 | 0.02 237 | 0.09 343 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 139 |
|
| Zero-FE251 |  | 2.73 132 | 1.57 348 | 5.05 169 | 4.17 249 | 1.92 323 | 7.26 351 | 0.75 110 | 7.75 140 | 3.01 105 | 4.88 223 | 2.40 71 | 5.44 230 | 4.17 212 | 4.39 78 | 1.31 137 | 0.27 467 | 0.06 256 | 0.04 344 | 0.03 286 | 0.03 52 | 0.12 220 |
|
| MaDis-Stereo |  | 2.73 132 | 1.56 344 | 6.21 262 | 2.96 132 | 2.45 365 | 1.80 23 | 0.28 65 | 7.43 125 | 5.07 176 | 2.57 129 | 3.43 99 | 7.13 277 | 4.71 254 | 5.74 111 | 2.91 276 | 0.00 1 | 0.05 217 | 0.00 1 | 0.00 1 | 0.15 224 | 0.12 220 |
|
| GCAP-Stereo-cres-4k |  | 2.74 134 | 1.02 141 | 5.23 184 | 4.54 289 | 2.61 375 | 9.27 389 | 1.75 248 | 7.23 121 | 3.64 131 | 1.98 97 | 5.02 167 | 2.28 133 | 5.13 280 | 3.57 52 | 1.16 126 | 0.00 1 | 0.13 416 | 0.00 1 | 0.02 257 | 0.05 100 | 0.13 237 |
|
| HUF |  | 2.75 135 | 1.32 248 | 5.28 188 | 2.83 110 | 0.55 100 | 5.23 225 | 2.19 305 | 8.97 183 | 4.23 145 | 1.97 95 | 4.39 134 | 5.03 216 | 2.64 149 | 6.86 148 | 1.44 146 | 0.73 569 | 0.63 614 | 0.09 413 | 0.00 1 | 0.17 246 | 0.44 439 |
|
| LG-Stereo_Zeroshot |  | 2.77 136 | 0.90 117 | 5.49 211 | 4.91 318 | 1.75 298 | 3.75 104 | 0.85 120 | 7.14 117 | 3.33 123 | 3.51 173 | 10.67 275 | 2.03 119 | 5.26 288 | 3.11 35 | 1.80 181 | 0.00 1 | 0.06 256 | 0.00 1 | 0.19 467 | 0.43 411 | 0.19 314 |
|
| IGEV-Stereo+ |  | 2.77 136 | 0.92 120 | 4.09 111 | 3.14 148 | 4.62 509 | 2.57 46 | 0.70 103 | 4.34 18 | 2.29 57 | 1.76 84 | 0.59 27 | 0.77 49 | 3.49 185 | 8.65 216 | 0.68 38 | 0.03 278 | 0.10 365 | 0.00 1 | 0.24 499 | 5.77 655 | 10.68 694 |
|
| SCION-M(vits-remse) |  | 2.78 138 | 0.74 46 | 14.97 563 | 10.56 611 | 1.61 278 | 6.03 302 | 0.13 38 | 6.02 71 | 2.87 94 | 1.35 44 | 2.11 63 | 0.30 15 | 0.36 16 | 6.72 140 | 0.83 60 | 0.82 584 | 0.16 451 | 0.00 1 | 0.02 257 | 0.02 11 | 0.02 22 |
|
| gcap_with_dpt |  | 2.78 138 | 0.83 81 | 5.55 219 | 3.02 138 | 4.35 492 | 5.14 220 | 1.31 160 | 7.11 116 | 4.14 143 | 5.93 242 | 11.93 296 | 2.05 123 | 0.57 35 | 2.55 19 | 0.80 53 | 0.00 1 | 0.08 324 | 0.01 267 | 0.09 399 | 0.11 195 | 0.05 123 |
|
| GCAP-Stereo-DPT-cres |  | 2.79 140 | 0.82 77 | 4.94 159 | 2.88 117 | 4.51 504 | 7.85 365 | 1.68 221 | 7.92 144 | 2.72 84 | 2.50 128 | 5.74 194 | 3.82 184 | 6.75 357 | 2.59 20 | 0.94 87 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 195 | 0.03 60 |
|
| AIO_rvc |  | 2.81 141 | 1.10 168 | 4.88 154 | 3.63 208 | 2.59 374 | 5.36 234 | 1.85 272 | 8.21 159 | 4.37 150 | 1.60 69 | 4.74 150 | 4.74 209 | 1.16 75 | 10.10 279 | 1.13 120 | 0.47 526 | 0.04 178 | 0.00 1 | 0.04 310 | 0.15 224 | 0.12 220 |
|
| SMoEStereo_RVC |  | 2.81 141 | 1.07 157 | 5.08 171 | 3.86 231 | 0.60 112 | 6.39 321 | 1.91 281 | 7.82 141 | 3.79 135 | 3.87 185 | 3.69 109 | 2.78 154 | 2.25 128 | 10.60 294 | 1.99 203 | 0.00 1 | 0.02 112 | 0.03 320 | 0.00 1 | 0.25 295 | 0.17 287 |
|
| mms |  | 2.86 143 | 1.38 270 | 5.26 186 | 3.68 211 | 1.84 307 | 4.23 128 | 4.01 406 | 8.01 147 | 4.29 147 | 2.43 125 | 5.53 190 | 3.05 158 | 1.35 85 | 9.22 245 | 2.06 211 | 0.00 1 | 0.06 256 | 0.00 1 | 0.00 1 | 0.36 380 | 0.44 439 |
|
| aanet-new-8k |  | 2.87 144 | 1.08 160 | 5.00 166 | 3.55 195 | 0.36 49 | 5.96 291 | 1.77 258 | 9.42 190 | 4.81 163 | 2.01 103 | 3.89 116 | 1.30 70 | 6.79 360 | 9.92 272 | 1.42 145 | 0.01 150 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 149 | 0.04 91 |
|
| gcap-zeroshot |  | 2.89 145 | 0.89 108 | 5.46 206 | 2.84 111 | 4.48 498 | 4.56 149 | 1.32 163 | 8.66 176 | 7.60 248 | 5.67 237 | 10.03 258 | 1.78 98 | 0.45 26 | 2.69 23 | 1.04 108 | 0.00 1 | 0.07 286 | 0.00 1 | 0.06 362 | 0.10 184 | 0.04 91 |
|
| UniTT-Stereo |  | 2.89 145 | 0.90 117 | 6.74 278 | 4.08 241 | 2.42 362 | 2.63 48 | 0.42 74 | 5.57 47 | 4.88 166 | 5.36 233 | 7.63 225 | 1.09 60 | 1.47 93 | 8.80 227 | 5.11 389 | 0.03 278 | 0.07 286 | 0.00 1 | 0.01 212 | 0.48 434 | 0.11 209 |
|
| testlalala |  | 2.89 145 | 0.89 108 | 5.46 206 | 2.84 111 | 4.48 498 | 4.56 149 | 1.32 163 | 8.66 176 | 7.60 248 | 5.67 237 | 10.03 258 | 1.78 98 | 0.45 26 | 2.69 23 | 1.04 108 | 0.00 1 | 0.07 286 | 0.00 1 | 0.06 362 | 0.10 184 | 0.04 91 |
|
| 1w_stereo |  | 2.90 148 | 0.72 41 | 3.59 66 | 3.30 168 | 2.15 343 | 4.37 134 | 6.74 512 | 6.40 95 | 5.23 184 | 2.83 146 | 7.30 217 | 0.25 10 | 4.36 218 | 8.30 198 | 2.44 244 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| ours_stereo |  | 2.91 149 | 1.34 256 | 5.14 175 | 3.67 209 | 1.49 264 | 3.87 109 | 2.80 354 | 8.10 153 | 6.28 211 | 2.15 108 | 5.66 192 | 3.98 186 | 1.84 115 | 9.38 252 | 1.77 179 | 0.00 1 | 0.02 112 | 0.00 1 | 0.00 1 | 0.32 359 | 0.34 405 |
|
| AIO-Stereo |   | 2.91 149 | 1.19 201 | 5.14 175 | 4.15 248 | 0.79 159 | 4.67 165 | 1.76 254 | 9.59 198 | 5.19 182 | 2.66 138 | 4.76 154 | 5.40 229 | 0.78 48 | 10.30 283 | 1.23 132 | 0.00 1 | 0.06 256 | 0.00 1 | 0.36 554 | 0.09 160 | 0.15 269 |
|
| aanet-new-14k |  | 2.92 151 | 0.98 132 | 7.97 342 | 3.81 225 | 0.32 29 | 4.39 138 | 1.76 254 | 10.49 223 | 9.76 293 | 2.98 152 | 4.82 159 | 0.62 37 | 6.72 352 | 2.51 18 | 1.21 130 | 0.00 1 | 0.02 112 | 0.01 267 | 0.00 1 | 0.08 149 | 0.03 60 |
|
| Foundation-i1b |  | 2.92 151 | 0.62 17 | 3.27 43 | 2.10 27 | 0.80 163 | 6.05 305 | 4.79 436 | 9.72 204 | 3.49 128 | 4.53 207 | 3.28 92 | 6.44 260 | 5.47 292 | 6.76 144 | 0.92 84 | 0.02 237 | 0.09 343 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 60 |
|
| EGLCR-Stereo |  | 2.92 151 | 1.06 150 | 5.28 188 | 3.38 175 | 0.55 100 | 4.59 156 | 0.66 97 | 10.43 222 | 4.81 163 | 3.30 163 | 3.23 91 | 7.93 298 | 1.71 105 | 9.22 245 | 1.62 165 | 0.05 326 | 0.12 400 | 0.00 1 | 0.00 1 | 0.23 282 | 0.16 278 |
|
| Foundation-i1a |  | 2.94 154 | 0.64 25 | 3.21 41 | 2.24 39 | 0.39 59 | 5.32 231 | 3.99 404 | 9.68 200 | 3.94 140 | 5.17 229 | 3.16 90 | 6.62 264 | 5.95 316 | 7.03 150 | 1.32 139 | 0.02 237 | 0.10 365 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 139 |
|
| GEAR-Net |  | 2.97 155 | 1.14 181 | 5.16 179 | 5.41 374 | 0.47 79 | 4.63 161 | 1.70 226 | 9.96 210 | 4.75 159 | 2.58 130 | 6.27 200 | 4.35 196 | 4.45 231 | 4.96 96 | 3.06 290 | 0.00 1 | 0.09 343 | 0.00 1 | 0.08 383 | 0.24 289 | 0.18 297 |
|
| GELT-Stereo |  | 2.97 155 | 1.18 196 | 4.44 132 | 3.22 158 | 4.16 474 | 2.32 39 | 0.91 127 | 16.08 355 | 5.64 197 | 5.33 232 | 2.41 72 | 3.34 165 | 2.85 158 | 5.84 114 | 1.67 170 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.04 83 | 0.05 123 |
|
| IGEV++ |  | 2.98 157 | 1.27 229 | 5.17 180 | 5.41 374 | 0.47 79 | 4.63 161 | 1.71 239 | 9.97 211 | 4.75 159 | 2.58 130 | 6.27 200 | 4.35 196 | 4.44 227 | 4.98 98 | 3.05 289 | 0.00 1 | 0.07 286 | 0.00 1 | 0.08 383 | 0.24 289 | 0.18 297 |
|
| IGEV-RUCA |  | 3.00 158 | 1.12 175 | 4.51 134 | 4.78 306 | 2.30 354 | 6.18 308 | 1.80 263 | 7.24 123 | 4.79 161 | 2.63 137 | 4.91 161 | 4.06 187 | 2.44 142 | 9.70 264 | 1.50 151 | 0.14 396 | 0.26 530 | 0.21 504 | 0.29 525 | 0.74 517 | 0.35 411 |
|
| zero-FE |  | 3.01 159 | 1.06 150 | 4.57 136 | 4.18 253 | 4.04 467 | 3.24 81 | 1.51 187 | 6.17 83 | 1.87 46 | 1.00 18 | 2.52 74 | 1.72 92 | 4.92 266 | 6.19 124 | 2.77 266 | 0.27 467 | 0.10 365 | 0.00 1 | 0.05 339 | 13.94 694 | 0.09 179 |
|
| MSCF |  | 3.01 159 | 1.87 437 | 5.23 184 | 3.98 235 | 0.70 134 | 5.42 237 | 1.48 178 | 8.59 169 | 4.59 157 | 5.05 226 | 6.40 202 | 1.76 97 | 7.07 364 | 5.69 109 | 1.36 142 | 0.00 1 | 0.02 112 | 0.00 1 | 0.63 601 | 0.16 235 | 0.24 357 |
|
| GCAP-Stereo-DPT-5K |  | 3.02 161 | 0.89 108 | 5.34 193 | 2.90 121 | 4.48 498 | 4.69 168 | 1.34 166 | 8.59 169 | 8.81 276 | 5.94 244 | 10.70 277 | 1.84 106 | 0.51 29 | 2.94 28 | 1.12 116 | 0.00 1 | 0.07 286 | 0.00 1 | 0.04 310 | 0.09 160 | 0.04 91 |
|
| test_for_model |  | 3.02 161 | 0.89 108 | 5.34 193 | 2.90 121 | 4.48 498 | 4.69 168 | 1.34 166 | 8.59 169 | 8.81 276 | 5.94 244 | 10.70 277 | 1.84 106 | 0.51 29 | 2.94 28 | 1.12 116 | 0.00 1 | 0.07 286 | 0.00 1 | 0.04 310 | 0.09 160 | 0.04 91 |
|
| BStereo |   | 3.05 163 | 1.51 320 | 15.51 568 | 2.95 129 | 1.03 193 | 5.97 292 | 3.41 381 | 6.02 71 | 5.56 195 | 2.75 144 | 1.76 61 | 2.49 141 | 0.78 48 | 7.72 176 | 3.07 291 | 0.01 150 | 0.03 153 | 0.04 344 | 0.09 399 | 0.09 160 | 0.17 287 |
|
| GCAP-Stereo-DPT-2K |  | 3.06 164 | 0.86 98 | 5.37 197 | 2.84 111 | 4.43 496 | 4.03 117 | 1.27 155 | 7.50 128 | 7.27 244 | 6.46 252 | 12.28 302 | 2.19 131 | 0.60 37 | 4.86 93 | 0.90 79 | 0.00 1 | 0.07 286 | 0.00 1 | 0.08 383 | 0.09 160 | 0.05 123 |
|
| Selective-IGEV-i32 |  | 3.06 164 | 1.11 171 | 4.98 160 | 3.56 196 | 1.63 284 | 4.72 172 | 2.15 304 | 10.74 234 | 4.55 153 | 2.94 150 | 4.60 142 | 5.53 232 | 1.78 109 | 10.82 309 | 1.69 171 | 0.00 1 | 0.01 51 | 0.00 1 | 0.14 435 | 0.06 107 | 0.13 237 |
|
| Selective-IGEV |  | 3.06 164 | 1.11 171 | 4.98 160 | 3.56 196 | 1.66 286 | 4.73 173 | 2.14 303 | 10.73 233 | 4.56 154 | 2.93 148 | 4.60 142 | 5.54 233 | 1.77 108 | 10.82 309 | 1.69 171 | 0.00 1 | 0.01 51 | 0.00 1 | 0.14 435 | 0.06 107 | 0.13 237 |
|
| RSM++ |  | 3.08 167 | 1.04 147 | 5.27 187 | 4.25 264 | 0.50 89 | 5.04 213 | 2.63 344 | 10.11 213 | 4.34 149 | 3.16 159 | 4.66 147 | 6.73 266 | 1.87 117 | 9.96 274 | 1.69 171 | 0.00 1 | 0.00 1 | 0.01 267 | 0.18 454 | 0.14 216 | 0.10 191 |
|
| aanet-new |  | 3.09 168 | 1.23 213 | 5.57 224 | 4.01 237 | 2.64 380 | 10.34 401 | 1.80 263 | 7.22 120 | 1.74 37 | 1.88 91 | 5.05 170 | 2.33 135 | 7.68 376 | 9.12 243 | 0.99 95 | 0.01 150 | 0.07 286 | 0.00 1 | 0.00 1 | 0.05 100 | 0.05 123 |
|
| RSM |  | 3.10 169 | 0.98 132 | 4.86 153 | 4.17 249 | 1.08 204 | 4.76 183 | 1.83 269 | 10.14 214 | 4.21 144 | 3.38 167 | 4.34 129 | 7.82 294 | 1.75 107 | 10.69 298 | 1.64 168 | 0.00 1 | 0.03 153 | 0.00 1 | 0.18 454 | 0.13 210 | 0.07 157 |
|
| VIP-Stereo |  | 3.13 170 | 1.39 273 | 4.85 152 | 3.02 138 | 4.34 490 | 15.03 506 | 1.76 254 | 5.70 52 | 3.66 132 | 1.87 90 | 5.38 176 | 2.42 137 | 1.84 115 | 9.45 253 | 1.65 169 | 0.00 1 | 0.08 324 | 0.00 1 | 0.00 1 | 0.06 107 | 0.13 237 |
|
| FlowAnything_test |  | 3.13 170 | 1.42 281 | 6.59 270 | 8.69 554 | 1.35 252 | 8.70 379 | 2.51 334 | 7.60 134 | 3.03 107 | 4.10 194 | 2.67 82 | 3.52 175 | 0.75 46 | 5.86 116 | 4.48 366 | 0.06 347 | 0.03 153 | 0.15 473 | 0.66 603 | 0.16 235 | 0.18 297 |
|
| GCAP-Stereo-DPT-3K |  | 3.15 172 | 0.89 108 | 5.41 200 | 2.73 100 | 4.54 506 | 4.68 167 | 1.28 156 | 9.18 189 | 9.89 296 | 5.93 242 | 11.97 297 | 1.79 102 | 0.42 25 | 3.06 33 | 0.85 70 | 0.00 1 | 0.07 286 | 0.00 1 | 0.07 374 | 0.09 160 | 0.04 91 |
|
| DDF-Stereo |  | 3.17 173 | 1.08 160 | 4.40 130 | 4.63 297 | 4.02 466 | 3.40 89 | 1.51 187 | 5.27 38 | 1.78 40 | 0.85 11 | 2.57 77 | 1.68 91 | 4.63 247 | 8.01 188 | 2.80 270 | 0.27 467 | 0.13 416 | 0.00 1 | 0.14 435 | 16.19 700 | 0.09 179 |
|
| AEACV |  | 3.17 173 | 1.11 171 | 5.39 199 | 4.55 290 | 5.35 558 | 4.29 131 | 1.60 206 | 6.21 84 | 5.43 190 | 3.08 157 | 7.85 229 | 4.23 192 | 6.55 347 | 5.51 104 | 1.56 158 | 0.00 1 | 0.09 343 | 0.03 320 | 0.32 541 | 0.20 258 | 0.12 220 |
|
| GASTEREO |  | 3.18 175 | 1.99 458 | 5.13 174 | 4.28 268 | 0.70 134 | 5.59 252 | 1.49 182 | 8.66 176 | 4.94 169 | 5.17 229 | 6.84 210 | 1.58 85 | 7.14 366 | 7.72 176 | 1.38 143 | 0.00 1 | 0.02 112 | 0.00 1 | 0.64 602 | 0.08 149 | 0.23 350 |
|
| DEFOM-Stereo_RVC |  | 3.18 175 | 6.90 623 | 3.85 89 | 10.48 609 | 1.59 275 | 4.71 171 | 0.47 81 | 8.39 168 | 2.76 87 | 2.34 119 | 3.12 89 | 0.74 47 | 7.20 369 | 9.02 241 | 1.62 165 | 0.00 1 | 0.14 433 | 0.00 1 | 0.19 467 | 0.02 11 | 0.03 60 |
|
| NLSM3 |  | 3.19 177 | 0.86 98 | 3.90 94 | 3.11 146 | 4.00 465 | 3.18 75 | 0.55 89 | 13.79 308 | 8.23 265 | 3.39 168 | 6.88 212 | 1.79 102 | 3.97 202 | 7.12 155 | 3.01 282 | 0.01 150 | 0.00 1 | 0.05 355 | 0.00 1 | 0.03 52 | 0.01 9 |
|
| SCV |  | 3.20 178 | 1.40 276 | 5.96 245 | 4.71 300 | 0.71 139 | 4.21 127 | 1.70 226 | 10.94 236 | 6.06 205 | 1.85 89 | 4.80 157 | 6.16 246 | 2.74 154 | 9.82 267 | 1.74 176 | 0.05 326 | 0.09 343 | 0.00 1 | 0.24 499 | 0.50 448 | 0.30 387 |
|
| tt45 |  | 3.20 178 | 0.95 124 | 4.36 126 | 3.73 217 | 1.86 312 | 8.19 372 | 2.05 300 | 9.12 188 | 3.36 126 | 5.60 236 | 4.42 135 | 4.61 208 | 2.39 138 | 11.00 318 | 1.96 197 | 0.00 1 | 0.04 178 | 0.00 1 | 0.01 212 | 0.32 359 | 0.10 191 |
|
| MoCha-V2 |  | 3.20 178 | 0.92 120 | 4.82 150 | 5.09 331 | 0.40 60 | 4.63 161 | 1.37 170 | 9.81 206 | 5.41 189 | 5.58 235 | 5.26 174 | 2.63 147 | 6.48 342 | 9.90 271 | 1.15 122 | 0.02 237 | 0.24 518 | 0.00 1 | 0.25 505 | 0.07 132 | 0.04 91 |
|
| Pointernet |  | 3.22 181 | 0.84 87 | 5.79 238 | 3.22 158 | 0.35 44 | 5.27 228 | 0.37 71 | 16.46 360 | 5.96 203 | 4.11 195 | 6.81 209 | 4.84 212 | 2.73 153 | 4.78 90 | 2.52 249 | 0.00 1 | 0.15 440 | 0.00 1 | 0.22 480 | 0.04 83 | 0.02 22 |
|
| SCV_C0 |  | 3.23 182 | 1.31 244 | 6.44 266 | 3.20 154 | 0.82 166 | 4.84 191 | 1.61 209 | 10.34 220 | 6.85 225 | 2.74 143 | 4.91 161 | 6.26 253 | 1.81 113 | 11.06 322 | 1.50 151 | 0.11 382 | 0.06 256 | 0.00 1 | 0.23 489 | 0.33 367 | 0.11 209 |
|
| MGS-Stereo |  | 3.26 183 | 1.29 236 | 6.73 276 | 3.30 168 | 0.47 79 | 4.89 194 | 1.55 197 | 6.15 82 | 8.88 281 | 4.31 199 | 10.15 261 | 5.48 231 | 1.27 79 | 8.09 193 | 1.97 200 | 0.04 299 | 0.01 51 | 0.02 300 | 0.00 1 | 0.57 476 | 0.04 91 |
|
| rrr |  | 3.26 183 | 1.57 348 | 7.72 330 | 3.36 173 | 0.60 112 | 4.93 197 | 1.59 203 | 10.72 232 | 5.11 180 | 3.79 180 | 4.58 140 | 4.53 204 | 4.00 204 | 10.13 280 | 2.09 215 | 0.00 1 | 0.06 256 | 0.00 1 | 0.22 480 | 0.12 201 | 0.18 297 |
|
| CroCo-Stereo |   | 3.27 185 | 1.90 440 | 7.18 300 | 8.50 552 | 1.11 206 | 0.96 4 | 0.97 132 | 10.18 215 | 8.20 263 | 3.59 174 | 4.69 148 | 8.02 302 | 4.53 238 | 2.75 25 | 2.34 235 | 0.01 150 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 349 | 0.11 209 |
| 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 |  | 3.28 186 | 1.20 203 | 5.94 244 | 3.67 209 | 0.85 169 | 4.84 191 | 1.75 248 | 10.18 215 | 6.44 213 | 2.60 133 | 6.15 197 | 6.33 256 | 3.16 167 | 10.08 278 | 1.62 165 | 0.00 1 | 0.12 400 | 0.00 1 | 0.00 1 | 0.30 337 | 0.33 401 |
|
| IGEVStereo-DCA |  | 3.31 187 | 1.57 348 | 6.20 257 | 3.36 173 | 0.60 112 | 4.93 197 | 1.70 226 | 13.26 286 | 5.04 171 | 3.79 180 | 4.58 140 | 4.53 204 | 4.00 204 | 10.13 280 | 2.09 215 | 0.00 1 | 0.06 256 | 0.00 1 | 0.18 454 | 0.12 201 | 0.14 248 |
|
| test_xeample3 |  | 3.34 188 | 1.54 331 | 7.67 326 | 3.33 171 | 0.68 128 | 5.74 273 | 1.63 212 | 12.05 250 | 3.88 139 | 6.71 253 | 3.81 113 | 3.17 162 | 3.34 177 | 10.59 293 | 2.07 212 | 0.00 1 | 0.02 112 | 0.00 1 | 0.27 518 | 0.13 210 | 0.16 278 |
|
| GCAP-Stereo-DPT-FT |  | 3.37 189 | 5.20 593 | 20.75 624 | 3.26 161 | 3.66 442 | 3.19 76 | 1.77 258 | 8.61 174 | 2.83 92 | 2.16 111 | 3.61 106 | 3.75 180 | 3.63 194 | 3.13 36 | 1.41 144 | 0.05 326 | 0.12 400 | 0.00 1 | 0.01 212 | 0.13 210 | 0.22 339 |
|
| GLC_STEREO |  | 3.40 190 | 1.06 150 | 3.44 57 | 6.52 464 | 0.20 5 | 4.76 183 | 1.66 217 | 8.97 183 | 6.59 217 | 5.39 234 | 9.04 240 | 5.23 224 | 2.03 119 | 9.76 266 | 2.77 266 | 0.01 150 | 0.03 153 | 0.21 504 | 0.00 1 | 0.23 282 | 0.06 139 |
|
| VMStereo-Base |   | 3.41 191 | 0.84 87 | 4.19 119 | 1.72 8 | 0.47 79 | 3.01 64 | 0.57 90 | 10.10 212 | 14.58 365 | 3.85 184 | 9.11 242 | 7.48 291 | 2.36 135 | 7.75 179 | 1.90 190 | 0.07 358 | 0.08 324 | 0.04 344 | 0.00 1 | 0.06 107 | 0.02 22 |
|
| GCAP-Stereo-DPT-20K |  | 3.44 192 | 0.76 57 | 17.99 600 | 1.92 12 | 2.08 337 | 4.60 158 | 1.60 206 | 7.55 130 | 3.25 115 | 2.62 135 | 5.03 168 | 3.50 173 | 4.57 241 | 1.99 5 | 0.60 26 | 0.04 299 | 0.16 451 | 0.00 1 | 0.20 473 | 0.89 533 | 9.42 689 |
|
| 999 |  | 3.44 192 | 0.92 120 | 4.78 146 | 4.69 299 | 2.34 358 | 7.58 361 | 2.20 306 | 9.81 206 | 6.11 207 | 2.96 151 | 4.79 156 | 5.07 217 | 2.27 133 | 12.10 391 | 2.76 265 | 0.03 278 | 0.09 343 | 0.00 1 | 0.00 1 | 0.29 328 | 0.10 191 |
|
| GCAPDPT-zeroshot4090 |  | 3.44 192 | 0.76 57 | 17.99 600 | 1.92 12 | 2.08 337 | 4.60 158 | 1.60 206 | 7.55 130 | 3.25 115 | 2.62 135 | 5.03 168 | 3.50 173 | 4.57 241 | 1.99 5 | 0.60 26 | 0.04 299 | 0.16 451 | 0.00 1 | 0.20 473 | 0.89 533 | 9.42 689 |
|
| DF |  | 3.48 195 | 1.24 220 | 6.65 272 | 4.11 245 | 1.07 201 | 4.50 145 | 1.71 239 | 8.04 150 | 4.39 151 | 3.91 189 | 9.37 247 | 9.95 332 | 1.48 94 | 9.73 265 | 2.61 254 | 0.01 150 | 0.22 499 | 0.00 1 | 0.33 546 | 0.06 107 | 0.16 278 |
|
| ff7 |  | 3.48 195 | 1.76 416 | 6.20 257 | 3.45 180 | 1.13 210 | 5.02 207 | 1.70 226 | 13.26 286 | 5.04 171 | 4.66 214 | 5.47 185 | 3.49 169 | 4.70 250 | 11.14 327 | 2.01 204 | 0.00 1 | 0.04 178 | 0.00 1 | 0.18 454 | 0.30 337 | 0.14 248 |
|
| ffff |  | 3.48 195 | 1.76 416 | 6.20 257 | 3.45 180 | 1.13 210 | 5.02 207 | 1.70 226 | 13.26 286 | 5.04 171 | 4.66 214 | 5.47 185 | 3.49 169 | 4.70 250 | 11.14 327 | 2.01 204 | 0.00 1 | 0.04 178 | 0.00 1 | 0.18 454 | 0.30 337 | 0.14 248 |
|
| 11t |  | 3.48 195 | 1.76 416 | 6.20 257 | 3.45 180 | 1.13 210 | 5.02 207 | 1.70 226 | 13.26 286 | 5.04 171 | 4.66 214 | 5.47 185 | 3.49 169 | 4.70 250 | 11.14 327 | 2.01 204 | 0.00 1 | 0.04 178 | 0.00 1 | 0.18 454 | 0.30 337 | 0.14 248 |
|
| ccc-4 |  | 3.48 195 | 1.76 416 | 6.20 257 | 3.45 180 | 1.13 210 | 5.02 207 | 1.70 226 | 13.26 286 | 5.04 171 | 4.66 214 | 5.47 185 | 3.49 169 | 4.70 250 | 11.14 327 | 2.01 204 | 0.00 1 | 0.04 178 | 0.00 1 | 0.18 454 | 0.30 337 | 0.14 248 |
|
| anonymousdsp |  | 3.51 200 | 1.75 410 | 5.66 229 | 3.49 188 | 1.13 210 | 5.04 213 | 1.74 245 | 13.69 300 | 5.07 176 | 4.83 219 | 5.42 180 | 4.25 193 | 4.44 227 | 11.14 327 | 1.98 201 | 0.00 1 | 0.04 178 | 0.00 1 | 0.18 454 | 0.31 349 | 0.13 237 |
|
| castereo++ |  | 3.52 201 | 1.28 232 | 3.96 98 | 3.76 222 | 2.61 375 | 16.87 554 | 1.95 289 | 7.57 132 | 8.51 271 | 2.26 114 | 4.54 139 | 5.10 218 | 2.04 121 | 8.75 222 | 0.74 46 | 0.00 1 | 0.15 440 | 0.00 1 | 0.35 551 | 0.05 100 | 0.02 22 |
|
| IGEV-Stereo |   | 3.52 201 | 1.75 410 | 5.67 230 | 3.49 188 | 1.12 208 | 5.04 213 | 1.73 241 | 13.70 301 | 5.07 176 | 4.83 219 | 5.42 180 | 4.27 194 | 4.43 226 | 11.15 332 | 1.98 201 | 0.00 1 | 0.04 178 | 0.00 1 | 0.18 454 | 0.31 349 | 0.12 220 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| Foundation-i1 |  | 3.56 203 | 0.63 22 | 2.94 22 | 3.20 154 | 3.52 436 | 6.18 308 | 4.51 426 | 12.68 271 | 5.38 187 | 5.96 247 | 6.16 198 | 7.37 289 | 4.87 263 | 6.38 127 | 1.27 133 | 0.02 237 | 0.09 343 | 0.00 1 | 0.00 1 | 0.03 52 | 0.04 91 |
|
| CREStereo |  | 3.58 204 | 1.05 149 | 3.35 49 | 2.17 32 | 0.59 108 | 5.61 255 | 0.40 72 | 10.50 224 | 13.34 348 | 6.93 260 | 10.44 269 | 5.29 227 | 3.47 182 | 5.82 113 | 2.62 257 | 0.01 150 | 0.01 51 | 0.02 300 | 0.01 212 | 0.04 83 | 0.01 9 |
| Jiankun Li, Peisen Wang, Pengfei Xiong, Tao Cai, Ziwei Yan, Lei Yang, Jiangyu Liu, Haoqiang Fan, Shuaicheng Liu: Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation. CVPR 2022 |
| LoS |  | 3.59 205 | 1.07 157 | 3.81 87 | 2.80 106 | 0.52 95 | 4.98 202 | 1.18 147 | 10.35 221 | 12.97 337 | 4.54 208 | 10.75 280 | 3.89 185 | 3.27 172 | 8.78 223 | 2.63 258 | 0.03 278 | 0.03 153 | 0.09 413 | 0.00 1 | 0.12 201 | 0.04 91 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| ProNet |  | 3.61 206 | 1.91 443 | 6.17 256 | 3.31 170 | 0.67 127 | 5.51 242 | 6.46 499 | 12.60 269 | 6.23 208 | 3.18 160 | 4.80 157 | 3.64 178 | 3.57 188 | 11.15 332 | 2.11 219 | 0.02 237 | 0.21 489 | 0.01 267 | 0.01 212 | 0.41 405 | 0.14 248 |
|
| trnet |  | 3.62 207 | 0.95 124 | 3.30 45 | 2.21 36 | 0.56 102 | 5.67 268 | 0.42 74 | 10.62 230 | 13.30 346 | 6.89 258 | 10.45 270 | 5.78 237 | 3.69 195 | 5.80 112 | 2.61 254 | 0.00 1 | 0.02 112 | 0.03 320 | 0.01 212 | 0.04 83 | 0.02 22 |
|
| GCAP-BAT |  | 3.64 208 | 1.06 150 | 7.37 314 | 3.46 184 | 3.60 439 | 2.72 52 | 1.55 197 | 8.93 181 | 12.16 323 | 4.62 210 | 6.47 203 | 7.18 282 | 1.80 111 | 9.68 262 | 1.82 185 | 0.04 299 | 0.10 365 | 0.00 1 | 0.01 212 | 0.07 132 | 0.14 248 |
|
| GCAPDPT-zeroshot |  | 3.64 208 | 1.06 150 | 7.35 313 | 3.46 184 | 3.60 439 | 2.72 52 | 1.55 197 | 8.93 181 | 12.16 323 | 4.62 210 | 6.47 203 | 7.18 282 | 1.80 111 | 9.68 262 | 1.81 183 | 0.04 299 | 0.10 365 | 0.00 1 | 0.01 212 | 0.07 132 | 0.14 248 |
|
| U |  | 3.65 210 | 0.64 25 | 5.91 242 | 3.91 232 | 11.89 681 | 11.50 432 | 0.20 57 | 7.66 136 | 5.38 187 | 1.79 86 | 2.55 76 | 0.76 48 | 1.61 97 | 2.34 14 | 0.70 43 | 0.00 1 | 0.04 178 | 10.60 694 | 5.47 683 | 0.04 83 | 0.02 22 |
|
| water-stereo |  | 3.66 211 | 0.84 87 | 4.79 149 | 3.60 205 | 0.79 159 | 5.03 212 | 0.89 125 | 12.93 276 | 5.45 192 | 5.82 240 | 14.74 325 | 6.51 263 | 4.76 260 | 3.37 41 | 3.26 305 | 0.03 278 | 0.13 416 | 0.09 413 | 0.04 310 | 0.06 107 | 0.07 157 |
|
| Anonymus123 |  | 3.68 212 | 1.51 320 | 15.51 568 | 2.95 129 | 1.03 193 | 12.63 455 | 3.41 381 | 11.91 247 | 5.56 195 | 2.75 144 | 1.76 61 | 2.49 141 | 0.78 48 | 7.72 176 | 3.07 291 | 0.01 150 | 0.03 153 | 0.04 344 | 0.09 399 | 0.09 160 | 0.17 287 |
|
| Occ-G |  | 3.68 212 | 1.07 157 | 4.68 140 | 3.11 146 | 1.26 230 | 3.63 100 | 6.75 513 | 7.88 142 | 4.90 168 | 4.37 204 | 8.36 231 | 9.68 329 | 4.39 221 | 9.65 260 | 3.23 304 | 0.00 1 | 0.11 387 | 0.00 1 | 0.19 467 | 0.19 254 | 0.07 157 |
|
| DA |  | 3.70 214 | 0.83 81 | 4.78 146 | 5.07 328 | 0.70 134 | 16.50 548 | 1.94 286 | 9.42 190 | 7.22 240 | 4.02 191 | 6.78 206 | 5.96 242 | 4.49 234 | 4.16 70 | 1.54 155 | 0.05 326 | 0.12 400 | 0.00 1 | 0.00 1 | 0.06 107 | 0.26 368 |
|
| GGEV |  | 3.70 214 | 0.83 81 | 4.78 146 | 5.07 328 | 0.70 134 | 16.50 548 | 1.94 286 | 9.42 190 | 7.22 240 | 4.02 191 | 6.78 206 | 5.96 242 | 4.49 234 | 4.16 70 | 1.54 155 | 0.05 326 | 0.12 400 | 0.00 1 | 0.00 1 | 0.06 107 | 0.26 368 |
|
| rvit_stereo_0081_aga |  | 3.72 216 | 2.39 506 | 8.60 383 | 5.27 361 | 2.99 407 | 5.02 207 | 1.94 286 | 8.12 155 | 6.24 209 | 6.74 254 | 6.85 211 | 5.85 240 | 3.28 174 | 7.31 161 | 3.04 287 | 0.02 237 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 482 | 0.22 339 |
|
| GCAP-Stereo |  | 3.72 216 | 1.60 358 | 7.39 315 | 4.24 259 | 0.37 53 | 5.78 275 | 1.12 142 | 12.28 254 | 6.53 216 | 8.35 279 | 9.69 251 | 6.62 264 | 3.57 188 | 4.58 88 | 1.91 192 | 0.00 1 | 0.07 286 | 0.05 355 | 0.00 1 | 0.25 295 | 0.04 91 |
|
| LoS_RVC |  | 3.72 216 | 2.57 519 | 3.90 94 | 4.27 266 | 7.61 633 | 5.39 236 | 2.90 359 | 7.29 124 | 3.84 137 | 3.67 177 | 10.20 263 | 3.66 179 | 4.48 232 | 6.19 124 | 2.14 223 | 0.01 150 | 0.03 153 | 0.00 1 | 0.00 1 | 0.06 107 | 6.15 658 |
|
| HART |  | 3.80 219 | 1.52 324 | 5.45 205 | 4.85 312 | 0.51 91 | 4.41 141 | 0.76 111 | 12.59 268 | 5.08 179 | 5.95 246 | 12.76 306 | 6.87 271 | 1.72 106 | 10.71 300 | 1.84 186 | 0.00 1 | 0.13 416 | 0.10 432 | 0.00 1 | 0.45 417 | 0.26 368 |
|
| FAST (zero-shot) |  | 3.82 220 | 1.49 311 | 9.02 409 | 10.34 605 | 11.08 673 | 4.96 201 | 2.52 335 | 10.78 235 | 4.74 158 | 1.82 88 | 3.67 108 | 1.22 66 | 2.64 149 | 8.20 197 | 1.52 153 | 0.08 362 | 2.06 662 | 0.00 1 | 0.04 310 | 0.21 263 | 0.03 60 |
|
| DN |  | 3.83 221 | 1.19 201 | 4.90 156 | 4.27 266 | 3.75 447 | 6.26 313 | 0.71 105 | 11.51 242 | 11.19 313 | 3.90 186 | 5.72 193 | 10.08 334 | 2.26 132 | 7.28 158 | 1.96 197 | 0.00 1 | 0.20 481 | 0.32 540 | 0.32 541 | 0.32 359 | 0.53 461 |
|
| CES |  | 3.85 222 | 1.14 181 | 2.91 20 | 3.05 140 | 11.37 676 | 5.37 235 | 1.02 136 | 9.52 196 | 8.82 278 | 3.50 172 | 9.21 246 | 1.78 98 | 0.90 59 | 6.53 131 | 2.37 237 | 0.02 237 | 0.04 178 | 0.01 267 | 0.00 1 | 1.62 574 | 7.74 679 |
|
| WCG-NET |  | 3.86 223 | 0.96 129 | 5.80 239 | 2.92 123 | 0.28 18 | 4.48 144 | 1.80 263 | 7.23 121 | 15.03 368 | 8.77 290 | 9.58 250 | 6.94 275 | 4.20 213 | 6.92 149 | 2.05 209 | 0.00 1 | 0.08 324 | 0.00 1 | 0.00 1 | 0.14 216 | 0.08 172 |
|
| CASnet |  | 3.91 224 | 1.03 146 | 4.68 140 | 4.98 320 | 0.27 16 | 4.99 205 | 2.95 360 | 11.02 238 | 11.02 308 | 10.61 315 | 11.76 293 | 4.15 191 | 1.65 102 | 5.85 115 | 1.91 192 | 0.50 532 | 0.00 1 | 0.59 571 | 0.12 424 | 0.13 210 | 0.02 22 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| rvit_stereo_0081 |  | 3.93 225 | 1.78 425 | 8.60 383 | 6.26 446 | 1.73 294 | 3.48 92 | 2.36 320 | 7.71 138 | 15.81 387 | 4.41 205 | 5.39 178 | 5.14 220 | 3.94 200 | 7.95 186 | 3.57 316 | 0.01 150 | 0.01 51 | 0.00 1 | 0.01 212 | 0.39 397 | 0.10 191 |
|
| rvit_stereo_0082 |  | 3.93 225 | 1.78 425 | 8.60 383 | 6.26 446 | 1.73 294 | 3.48 92 | 2.36 320 | 7.71 138 | 15.81 387 | 4.41 205 | 5.39 178 | 5.14 220 | 3.94 200 | 7.95 186 | 3.57 316 | 0.01 150 | 0.01 51 | 0.00 1 | 0.01 212 | 0.39 397 | 0.10 191 |
|
| castereo |  | 3.96 227 | 1.45 293 | 4.33 123 | 3.73 217 | 1.04 196 | 6.35 318 | 7.23 530 | 9.95 209 | 15.86 390 | 3.01 154 | 7.69 226 | 3.59 176 | 7.43 372 | 5.17 100 | 1.88 188 | 0.03 278 | 0.13 416 | 0.00 1 | 0.26 511 | 0.07 132 | 0.03 60 |
|
| rvit_stereo_0080 |  | 3.98 228 | 2.11 483 | 7.62 323 | 3.68 211 | 1.90 321 | 4.16 121 | 7.60 537 | 9.69 201 | 8.13 260 | 5.08 227 | 7.39 220 | 6.27 254 | 4.44 227 | 6.73 142 | 3.92 342 | 0.20 427 | 0.01 51 | 0.00 1 | 0.00 1 | 0.55 467 | 0.12 220 |
|
| whm_eth |  | 3.98 228 | 2.11 483 | 7.62 323 | 3.68 211 | 1.90 321 | 4.16 121 | 7.60 537 | 9.69 201 | 8.13 260 | 5.08 227 | 7.39 220 | 6.27 254 | 4.44 227 | 6.73 142 | 3.92 342 | 0.20 427 | 0.01 51 | 0.00 1 | 0.00 1 | 0.55 467 | 0.12 220 |
|
| MC-Stereo |  | 3.99 230 | 0.95 124 | 4.70 144 | 5.09 331 | 0.44 76 | 3.77 105 | 1.79 261 | 9.86 208 | 7.05 237 | 6.34 251 | 13.35 313 | 6.83 270 | 6.34 337 | 10.80 307 | 1.75 177 | 0.00 1 | 0.11 387 | 0.06 378 | 0.24 499 | 0.12 201 | 0.14 248 |
|
| CroCo-Stereo Lap2 |  | 4.01 231 | 2.03 473 | 8.14 353 | 9.82 587 | 6.03 590 | 1.11 5 | 0.79 115 | 9.71 203 | 7.98 256 | 3.26 162 | 4.99 164 | 9.08 316 | 5.80 308 | 6.08 120 | 4.39 362 | 0.00 1 | 0.05 217 | 0.00 1 | 0.00 1 | 0.71 507 | 0.30 387 |
|
| depthmonostereo |  | 4.02 232 | 1.64 375 | 5.29 191 | 4.40 277 | 1.19 221 | 8.04 369 | 1.16 146 | 15.24 331 | 12.52 328 | 4.62 210 | 7.49 224 | 4.11 189 | 4.80 262 | 6.61 134 | 2.71 263 | 0.04 299 | 0.21 489 | 0.11 445 | 0.07 374 | 0.07 132 | 0.02 22 |
|
| MM-Stereo_test2 |  | 4.03 233 | 1.20 203 | 7.42 316 | 5.18 349 | 0.76 155 | 7.24 350 | 2.26 315 | 14.57 317 | 8.19 262 | 6.89 258 | 5.13 172 | 4.85 213 | 3.80 197 | 10.49 290 | 1.96 197 | 0.00 1 | 0.12 400 | 0.00 1 | 0.09 399 | 0.33 367 | 0.08 172 |
|
| GCAP-Stereo-DPT-36K |  | 4.05 234 | 10.05 645 | 27.86 643 | 2.06 24 | 3.89 453 | 3.82 107 | 1.73 241 | 8.20 157 | 3.20 111 | 2.36 121 | 4.75 151 | 2.89 156 | 2.70 151 | 4.26 75 | 0.58 23 | 0.04 299 | 0.14 433 | 0.00 1 | 0.44 580 | 0.47 431 | 1.52 576 |
|
| CAS++ |  | 4.07 235 | 1.67 384 | 6.02 249 | 4.17 249 | 1.02 191 | 4.26 130 | 1.68 221 | 19.10 415 | 10.01 298 | 9.18 293 | 9.17 244 | 1.98 113 | 1.41 89 | 9.54 256 | 1.73 175 | 0.02 237 | 0.05 217 | 0.00 1 | 0.00 1 | 0.32 359 | 0.11 209 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| GCAP-Stereo-DPT-50K |  | 4.15 236 | 9.32 636 | 33.97 662 | 2.49 74 | 3.65 441 | 2.87 60 | 1.51 187 | 8.07 152 | 2.71 83 | 2.04 104 | 4.75 151 | 3.05 158 | 3.21 168 | 2.20 11 | 0.66 35 | 0.03 278 | 0.19 475 | 0.00 1 | 0.41 568 | 0.75 518 | 1.05 544 |
|
| plain |  | 4.15 236 | 1.67 384 | 9.97 461 | 4.86 313 | 2.97 406 | 3.27 82 | 1.41 171 | 8.20 157 | 5.51 193 | 3.37 166 | 16.69 352 | 3.03 157 | 2.71 152 | 14.44 483 | 3.91 341 | 0.14 396 | 0.00 1 | 0.03 320 | 0.01 212 | 0.69 502 | 0.14 248 |
|
| PSi22 |  | 4.19 238 | 1.37 264 | 4.15 118 | 3.83 227 | 0.37 53 | 4.56 149 | 0.25 61 | 7.21 119 | 15.42 378 | 4.31 199 | 6.96 214 | 13.76 408 | 5.93 312 | 13.23 451 | 1.88 188 | 0.00 1 | 0.02 112 | 0.00 1 | 0.00 1 | 0.37 387 | 0.20 319 |
|
| DVStereo |   | 4.23 239 | 1.38 270 | 5.58 227 | 3.85 230 | 1.58 273 | 10.80 416 | 1.02 136 | 11.59 243 | 5.65 198 | 11.75 327 | 9.98 252 | 4.54 206 | 3.29 175 | 9.83 268 | 3.01 282 | 0.05 326 | 0.18 467 | 0.08 401 | 0.23 489 | 0.08 149 | 0.06 139 |
|
| quiztm |  | 4.28 240 | 1.71 395 | 5.37 197 | 4.86 313 | 5.11 536 | 4.60 158 | 2.84 357 | 13.08 284 | 7.79 254 | 8.37 281 | 11.40 289 | 6.75 268 | 2.57 147 | 7.18 156 | 2.59 253 | 0.80 580 | 0.03 153 | 0.00 1 | 0.07 374 | 0.41 405 | 0.11 209 |
|
| MIF-Stereo (partial) |  | 4.33 241 | 1.23 213 | 7.27 306 | 5.04 324 | 5.31 556 | 3.47 91 | 0.95 131 | 9.06 186 | 7.41 246 | 4.15 198 | 15.76 338 | 5.38 228 | 5.22 285 | 11.56 352 | 4.21 355 | 0.04 299 | 0.02 112 | 0.05 355 | 0.03 286 | 0.34 373 | 0.12 220 |
|
| MyStereo07 |  | 4.38 242 | 1.92 447 | 5.06 170 | 6.09 433 | 4.31 486 | 6.54 328 | 9.96 575 | 15.35 335 | 5.15 181 | 4.34 202 | 5.65 191 | 3.15 161 | 5.77 307 | 11.33 341 | 1.81 183 | 0.06 347 | 0.10 365 | 0.03 320 | 0.04 310 | 0.63 491 | 0.30 387 |
|
| SCION-Mon(vits-remp) |  | 4.42 243 | 4.67 580 | 14.97 563 | 10.56 611 | 8.33 645 | 29.06 652 | 0.13 38 | 6.02 71 | 2.87 94 | 1.35 44 | 2.11 63 | 0.30 15 | 0.36 16 | 6.72 140 | 0.83 60 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 257 | 0.02 11 | 0.02 22 |
|
| XX-TBD |  | 4.45 244 | 10.67 652 | 3.01 26 | 10.28 604 | 0.57 104 | 5.84 279 | 0.07 20 | 7.57 132 | 12.24 326 | 11.43 325 | 14.74 325 | 4.07 188 | 1.66 103 | 4.51 87 | 2.05 209 | 0.01 150 | 0.01 51 | 0.00 1 | 0.00 1 | 0.26 306 | 0.01 9 |
|
| rvit_stereo_0083 |  | 4.53 245 | 1.94 451 | 9.94 459 | 7.12 503 | 1.67 288 | 4.98 202 | 2.80 354 | 8.25 160 | 18.22 423 | 4.76 218 | 7.78 228 | 6.41 259 | 4.87 263 | 7.54 170 | 3.74 329 | 0.11 382 | 0.04 178 | 0.00 1 | 0.01 212 | 0.24 289 | 0.16 278 |
|
| FE-Mocha |  | 4.54 246 | 2.08 479 | 9.99 463 | 4.36 276 | 2.16 344 | 4.76 183 | 0.81 116 | 13.59 296 | 4.81 163 | 13.39 375 | 11.04 283 | 11.38 355 | 3.45 179 | 5.97 118 | 2.12 222 | 0.03 278 | 0.14 433 | 0.14 466 | 0.38 561 | 0.12 201 | 0.18 297 |
|
| Reg-Stereo(zero) |  | 4.54 246 | 0.68 34 | 4.39 129 | 3.20 154 | 1.30 234 | 3.29 84 | 0.89 125 | 16.64 363 | 12.89 336 | 10.01 302 | 10.70 277 | 10.29 337 | 4.51 237 | 8.83 229 | 2.63 258 | 0.01 150 | 0.14 433 | 0.00 1 | 0.13 429 | 0.03 52 | 0.17 287 |
|
| NLMM |  | 4.55 248 | 1.18 196 | 5.44 203 | 3.48 186 | 5.88 588 | 13.44 471 | 1.59 203 | 11.98 249 | 8.84 279 | 4.92 224 | 5.44 182 | 6.20 248 | 5.05 275 | 9.85 269 | 7.60 454 | 0.01 150 | 0.01 51 | 0.00 1 | 0.00 1 | 0.09 160 | 0.10 191 |
|
| WQFJA1 |  | 4.56 249 | 1.18 196 | 5.44 203 | 3.48 186 | 5.88 588 | 13.44 471 | 1.59 203 | 11.97 248 | 8.85 280 | 4.92 224 | 5.44 182 | 6.20 248 | 5.05 275 | 10.03 277 | 7.60 454 | 0.01 150 | 0.01 51 | 0.00 1 | 0.00 1 | 0.09 160 | 0.10 191 |
|
| WCG-NET(raft) |  | 4.57 250 | 1.16 190 | 6.01 248 | 2.95 129 | 0.19 4 | 5.09 217 | 2.01 295 | 10.28 218 | 15.34 376 | 8.64 288 | 11.43 290 | 9.63 327 | 5.06 277 | 10.96 316 | 2.19 226 | 0.00 1 | 0.13 416 | 0.00 1 | 0.01 212 | 0.14 216 | 0.12 220 |
|
| SE |  | 4.60 251 | 1.47 297 | 5.19 182 | 4.23 257 | 0.85 169 | 9.99 394 | 4.88 441 | 12.51 261 | 10.59 303 | 10.28 310 | 11.98 298 | 4.92 215 | 5.94 313 | 3.97 64 | 1.76 178 | 2.49 647 | 0.07 286 | 0.26 519 | 0.19 467 | 0.37 387 | 0.12 220 |
|
| CREStereo++_RVC |  | 4.61 252 | 0.99 137 | 3.70 78 | 4.08 241 | 2.01 332 | 3.94 111 | 0.10 30 | 9.10 187 | 16.94 402 | 8.65 289 | 16.77 354 | 4.46 199 | 2.18 125 | 5.72 110 | 3.12 295 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 704 | 0.02 11 | 0.01 9 |
| Junpeng Jing, Jiankun Li, Pengfei Xiong, Jiangyu Liu, Shuaicheng Liu, Yichen Guo, Xin Deng, Mai Xu, Lai Jiang, Leonid Sigal: Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching. ICCV2023 |
| WQFJX1 |  | 4.68 253 | 1.09 166 | 5.54 218 | 4.07 238 | 5.82 583 | 10.92 423 | 3.99 404 | 10.31 219 | 10.17 299 | 5.90 241 | 4.99 164 | 5.79 238 | 5.18 282 | 12.80 430 | 6.89 433 | 0.01 150 | 0.00 1 | 0.01 267 | 0.00 1 | 0.15 224 | 0.06 139 |
|
| iRaftStereo_RVC |  | 4.68 253 | 1.51 320 | 6.89 289 | 4.91 318 | 0.72 148 | 5.26 227 | 0.46 80 | 17.60 377 | 10.47 302 | 9.53 297 | 15.13 330 | 5.75 236 | 3.24 171 | 8.93 233 | 2.22 229 | 0.00 1 | 0.09 343 | 0.00 1 | 0.00 1 | 0.46 423 | 0.41 429 |
|
| WQFJX |  | 4.69 255 | 1.22 208 | 5.36 196 | 3.29 167 | 5.73 579 | 14.19 488 | 1.93 284 | 11.24 240 | 8.68 273 | 5.78 239 | 5.47 185 | 5.72 235 | 5.99 319 | 12.05 383 | 6.87 431 | 0.02 237 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 195 | 0.15 269 |
|
| Former-RAFT_DAM_RVC |  | 4.69 255 | 2.56 518 | 8.72 388 | 4.26 265 | 3.52 436 | 9.22 387 | 1.48 178 | 13.54 294 | 18.88 431 | 7.47 269 | 7.08 216 | 2.04 120 | 2.24 127 | 9.66 261 | 2.27 232 | 0.05 326 | 0.02 112 | 0.07 390 | 0.00 1 | 0.53 460 | 0.21 331 |
|
| TANstereo |  | 4.70 257 | 1.08 160 | 4.01 102 | 3.53 194 | 0.47 79 | 14.26 489 | 0.15 48 | 8.67 179 | 12.54 329 | 12.50 340 | 18.43 374 | 5.20 222 | 4.54 240 | 5.68 108 | 2.07 212 | 0.00 1 | 0.13 416 | 0.00 1 | 0.01 212 | 0.02 11 | 0.63 482 |
|
| Weightmod |  | 4.73 258 | 1.47 297 | 4.38 128 | 2.73 100 | 2.87 395 | 10.79 415 | 1.76 254 | 11.42 241 | 9.66 289 | 8.14 274 | 10.48 272 | 9.45 323 | 6.51 346 | 9.57 258 | 3.48 314 | 0.87 593 | 0.25 526 | 0.06 378 | 0.02 257 | 0.55 467 | 0.18 297 |
|
| rvit_stereo_ft |  | 4.73 258 | 2.68 524 | 9.30 426 | 11.34 633 | 2.74 387 | 4.18 125 | 8.45 548 | 9.77 205 | 9.90 297 | 4.04 193 | 6.26 199 | 6.73 266 | 4.72 256 | 8.99 237 | 5.03 387 | 0.01 150 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 320 | 0.09 179 |
|
| MSKI-zero shot |  | 4.76 260 | 1.56 344 | 5.98 246 | 5.14 342 | 1.13 210 | 6.55 330 | 1.55 197 | 12.76 273 | 8.06 258 | 10.44 313 | 11.50 291 | 13.47 404 | 2.38 136 | 12.07 389 | 1.90 190 | 0.01 150 | 0.20 481 | 0.02 300 | 0.29 525 | 0.14 216 | 0.14 248 |
|
| Weightmod_eth |  | 4.78 261 | 1.21 206 | 4.72 145 | 4.31 274 | 4.65 512 | 7.97 367 | 2.77 350 | 13.53 293 | 6.62 218 | 7.96 273 | 8.11 230 | 9.28 318 | 8.39 397 | 9.49 254 | 1.48 148 | 4.37 669 | 0.10 365 | 0.00 1 | 0.00 1 | 0.51 452 | 0.18 297 |
|
| NLSM1 |  | 4.91 262 | 1.17 193 | 5.72 234 | 4.31 274 | 5.71 578 | 13.78 477 | 1.41 171 | 14.12 311 | 9.85 295 | 5.22 231 | 10.88 282 | 4.43 198 | 4.74 258 | 10.99 317 | 5.64 407 | 0.00 1 | 0.00 1 | 0.01 267 | 0.00 1 | 0.09 160 | 0.04 91 |
|
| GGDA |   | 4.98 263 | 1.35 260 | 5.28 188 | 3.28 165 | 1.27 231 | 5.60 254 | 1.68 221 | 13.06 283 | 14.02 354 | 10.05 303 | 15.39 333 | 7.15 279 | 5.21 284 | 11.58 354 | 4.40 363 | 0.01 150 | 0.01 51 | 0.01 267 | 0.00 1 | 0.11 195 | 0.05 123 |
|
| NLCSM |  | 4.99 264 | 1.39 273 | 5.75 235 | 5.86 408 | 5.86 587 | 11.21 429 | 3.80 399 | 10.71 231 | 8.54 272 | 8.36 280 | 5.25 173 | 4.57 207 | 6.65 349 | 13.57 462 | 7.59 453 | 0.29 473 | 0.01 51 | 0.00 1 | 0.01 212 | 0.24 289 | 0.13 237 |
|
| MM-Stereo_test1 |  | 5.04 265 | 1.17 193 | 6.08 251 | 5.38 370 | 0.80 163 | 4.99 205 | 7.07 522 | 13.43 292 | 12.00 321 | 12.94 360 | 10.20 263 | 5.92 241 | 6.69 350 | 11.26 339 | 2.19 226 | 0.01 150 | 0.11 387 | 0.00 1 | 0.00 1 | 0.42 409 | 0.07 157 |
|
| sCroCo_RVC |  | 5.06 266 | 3.29 547 | 16.45 582 | 10.72 615 | 6.64 606 | 5.83 277 | 2.74 348 | 9.67 199 | 8.06 258 | 3.66 176 | 9.20 245 | 4.81 211 | 4.95 268 | 8.12 195 | 4.64 371 | 0.64 559 | 0.50 596 | 0.06 378 | 0.03 286 | 0.70 505 | 0.42 432 |
|
| RT-Monster |  | 5.07 267 | 1.10 168 | 4.69 142 | 3.44 179 | 4.24 477 | 5.19 222 | 0.81 116 | 12.47 258 | 19.77 437 | 13.38 374 | 13.37 314 | 9.84 330 | 3.27 172 | 7.69 174 | 1.91 192 | 0.04 299 | 0.08 324 | 0.00 1 | 0.00 1 | 0.05 100 | 0.12 220 |
|
| RAFT-Stereo-weight |  | 5.07 267 | 0.93 123 | 5.57 224 | 4.24 259 | 0.72 148 | 6.05 305 | 1.63 212 | 17.77 382 | 17.16 403 | 10.99 321 | 10.22 265 | 12.06 373 | 1.67 104 | 9.25 247 | 2.69 261 | 0.06 347 | 0.11 387 | 0.00 1 | 0.00 1 | 0.15 224 | 0.12 220 |
|
| tg |  | 5.09 269 | 1.48 304 | 6.73 276 | 4.83 308 | 1.23 227 | 7.57 360 | 0.49 82 | 18.35 396 | 11.87 317 | 9.28 295 | 14.61 322 | 7.15 279 | 4.12 208 | 10.58 291 | 2.74 264 | 0.00 1 | 0.04 178 | 0.00 1 | 0.00 1 | 0.45 417 | 0.36 414 |
|
| model_zeroshot |  | 5.12 270 | 1.53 326 | 9.70 451 | 5.33 366 | 1.54 272 | 8.71 380 | 2.23 312 | 15.60 342 | 8.29 266 | 13.74 379 | 10.02 257 | 10.57 341 | 2.97 160 | 8.47 204 | 2.61 254 | 0.02 237 | 0.18 467 | 0.14 466 | 0.25 505 | 0.06 107 | 0.34 405 |
|
| AE-Stereo |  | 5.15 271 | 1.56 344 | 7.99 345 | 8.70 555 | 2.18 345 | 9.12 386 | 3.02 364 | 11.78 245 | 13.30 346 | 4.34 202 | 12.84 307 | 10.83 344 | 4.53 238 | 8.71 220 | 2.82 271 | 0.04 299 | 0.44 580 | 0.05 355 | 0.33 546 | 0.20 258 | 0.17 287 |
|
| 4D-IteraStereo |  | 5.15 271 | 1.47 297 | 7.98 343 | 4.89 317 | 4.69 513 | 6.25 311 | 1.85 272 | 13.23 285 | 16.30 393 | 14.18 385 | 11.26 286 | 8.33 306 | 1.61 97 | 8.07 190 | 2.42 239 | 0.00 1 | 0.05 217 | 0.08 401 | 0.01 212 | 0.19 254 | 0.15 269 |
|
| ManiGeoR |   | 5.19 273 | 1.66 381 | 8.59 381 | 3.09 144 | 3.05 409 | 5.94 289 | 1.66 217 | 19.05 412 | 9.74 291 | 6.25 248 | 14.27 319 | 6.24 251 | 4.97 270 | 12.44 408 | 6.57 426 | 0.01 150 | 0.00 1 | 0.05 355 | 0.00 1 | 0.15 224 | 0.03 60 |
|
| HLf10 |  | 5.19 273 | 1.66 381 | 8.59 381 | 3.09 144 | 3.05 409 | 5.94 289 | 1.66 217 | 19.05 412 | 9.74 291 | 6.25 248 | 14.27 319 | 6.24 251 | 4.97 270 | 12.44 408 | 6.57 426 | 0.01 150 | 0.00 1 | 0.05 355 | 0.00 1 | 0.15 224 | 0.03 60 |
|
| CAS |  | 5.20 275 | 0.78 62 | 3.30 45 | 17.06 675 | 7.59 632 | 8.07 370 | 6.31 489 | 9.46 195 | 9.09 282 | 4.57 209 | 10.67 275 | 1.91 112 | 1.22 77 | 4.18 72 | 2.16 224 | 10.33 695 | 0.02 112 | 0.00 1 | 0.02 257 | 0.44 415 | 6.83 667 |
|
| test_1 |  | 5.20 275 | 1.06 150 | 7.72 330 | 4.21 256 | 0.59 108 | 6.69 333 | 3.03 365 | 12.98 279 | 17.51 412 | 12.35 338 | 8.66 235 | 13.20 395 | 4.12 208 | 9.00 239 | 2.11 219 | 0.00 1 | 0.05 217 | 0.00 1 | 0.32 541 | 0.25 295 | 0.18 297 |
|
| NLMM1 |  | 5.21 277 | 1.29 236 | 6.55 269 | 3.79 224 | 5.49 565 | 12.43 452 | 3.31 378 | 12.18 253 | 15.22 371 | 7.19 268 | 8.46 232 | 5.22 223 | 4.60 245 | 12.03 379 | 6.29 422 | 0.00 1 | 0.02 112 | 0.00 1 | 0.00 1 | 0.10 184 | 0.07 157 |
|
| test-3 |  | 5.21 277 | 1.06 150 | 7.71 329 | 4.19 254 | 0.59 108 | 6.72 336 | 3.01 363 | 12.96 277 | 17.49 411 | 12.53 348 | 8.65 233 | 13.20 395 | 4.14 210 | 9.00 239 | 2.11 219 | 0.00 1 | 0.05 217 | 0.00 1 | 0.32 541 | 0.25 295 | 0.18 297 |
|
| EAI-Stereo |  | 5.21 277 | 1.74 401 | 8.46 373 | 5.69 389 | 1.37 255 | 5.67 268 | 3.52 387 | 18.77 405 | 5.65 198 | 9.75 298 | 16.08 342 | 6.36 257 | 3.57 188 | 11.73 367 | 3.64 321 | 0.01 150 | 0.33 557 | 0.03 320 | 1.06 629 | 0.21 263 | 0.65 490 |
|
| TestStereo_HL2 |  | 5.22 280 | 1.38 270 | 5.53 215 | 3.26 161 | 1.86 312 | 5.59 252 | 2.00 293 | 12.91 275 | 13.35 349 | 10.93 320 | 18.83 381 | 7.13 277 | 5.06 277 | 11.93 376 | 4.59 369 | 0.01 150 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 149 | 0.02 22 |
|
| tt1 |  | 5.27 281 | 1.99 458 | 5.11 172 | 6.02 429 | 0.26 10 | 10.59 410 | 4.22 418 | 18.45 398 | 16.31 394 | 6.75 255 | 8.95 239 | 4.75 210 | 9.15 414 | 10.82 309 | 1.61 163 | 0.00 1 | 0.05 217 | 0.00 1 | 0.04 310 | 0.26 306 | 0.14 248 |
|
| IGEV-FE |  | 5.28 282 | 2.03 473 | 14.26 550 | 6.10 436 | 1.33 245 | 4.32 132 | 1.03 139 | 14.46 312 | 6.50 214 | 13.33 372 | 11.86 294 | 11.00 346 | 3.47 182 | 10.71 300 | 3.65 323 | 0.03 278 | 0.22 499 | 0.15 473 | 0.26 511 | 0.80 523 | 0.20 319 |
|
| ACVNet-DCA |  | 5.28 282 | 2.00 460 | 4.99 162 | 5.89 410 | 0.26 10 | 10.85 418 | 5.38 452 | 20.20 429 | 11.88 318 | 6.95 261 | 10.01 253 | 4.49 201 | 9.78 430 | 10.79 304 | 1.59 160 | 0.00 1 | 0.05 217 | 0.00 1 | 0.04 310 | 0.25 295 | 0.20 319 |
|
| IGEV_Zeroshot_test |  | 5.28 282 | 2.03 473 | 14.26 550 | 6.09 433 | 1.33 245 | 4.32 132 | 1.03 139 | 14.46 312 | 6.50 214 | 13.33 372 | 11.89 295 | 11.01 347 | 3.45 179 | 10.71 300 | 3.64 321 | 0.03 278 | 0.22 499 | 0.15 473 | 0.26 511 | 0.80 523 | 0.20 319 |
|
| HLf8 |  | 5.31 285 | 1.68 390 | 7.70 328 | 3.15 149 | 2.75 388 | 7.19 348 | 1.88 275 | 17.68 379 | 16.71 398 | 7.82 271 | 13.88 316 | 6.00 244 | 3.75 196 | 11.89 375 | 3.81 335 | 0.01 150 | 0.00 1 | 0.01 267 | 0.00 1 | 0.15 224 | 0.04 91 |
|
| RCA-Stereo |  | 5.32 286 | 1.08 160 | 5.91 242 | 4.29 272 | 0.51 91 | 5.65 258 | 4.12 411 | 16.97 367 | 18.67 428 | 8.27 278 | 14.16 317 | 8.86 311 | 8.90 409 | 6.45 129 | 2.18 225 | 0.00 1 | 0.07 286 | 0.10 432 | 0.00 1 | 0.10 184 | 0.07 157 |
|
| cc1 |  | 5.34 287 | 2.00 460 | 4.99 162 | 5.89 410 | 0.26 10 | 10.85 418 | 5.38 452 | 17.85 386 | 15.48 380 | 6.95 261 | 10.01 253 | 4.49 201 | 9.78 430 | 10.79 304 | 1.59 160 | 0.00 1 | 0.05 217 | 0.00 1 | 0.04 310 | 0.30 337 | 0.13 237 |
|
| PMTNet |  | 5.36 288 | 0.97 131 | 3.42 54 | 1.97 15 | 1.30 234 | 8.96 381 | 0.69 102 | 12.33 255 | 12.16 323 | 8.50 285 | 11.35 287 | 6.09 245 | 4.50 236 | 9.34 251 | 2.70 262 | 22.71 711 | 0.01 51 | 0.04 344 | 0.02 257 | 0.06 107 | 0.01 9 |
|
| cross-raft |  | 5.37 289 | 1.23 213 | 6.66 274 | 5.91 415 | 1.25 228 | 6.00 295 | 1.48 178 | 15.82 348 | 7.70 252 | 12.95 361 | 20.80 416 | 11.63 358 | 4.42 222 | 8.59 209 | 2.23 230 | 0.01 150 | 0.21 489 | 0.00 1 | 0.22 480 | 0.21 263 | 0.10 191 |
|
| xyz-stereo-finetune |  | 5.39 290 | 1.47 297 | 5.53 215 | 2.65 92 | 0.30 23 | 11.94 440 | 3.28 370 | 12.96 277 | 21.28 457 | 8.14 274 | 12.32 303 | 6.19 247 | 3.62 193 | 11.80 371 | 5.98 413 | 0.01 150 | 0.02 112 | 0.00 1 | 0.02 257 | 0.16 235 | 0.04 91 |
|
| TestStereo-Hl |   | 5.40 291 | 1.33 251 | 5.55 219 | 3.00 136 | 0.89 177 | 5.51 242 | 4.03 407 | 14.53 315 | 13.48 350 | 10.10 305 | 16.08 342 | 8.99 313 | 8.18 393 | 12.60 421 | 3.48 314 | 0.05 326 | 0.03 153 | 0.01 267 | 0.00 1 | 0.16 235 | 0.06 139 |
|
| HH |  | 5.47 292 | 2.08 479 | 9.00 403 | 4.88 315 | 1.07 201 | 4.93 197 | 3.60 394 | 16.68 364 | 6.83 223 | 8.39 282 | 12.14 300 | 15.05 427 | 9.06 412 | 12.68 422 | 1.93 195 | 0.02 237 | 0.17 458 | 0.18 488 | 0.00 1 | 0.28 320 | 0.48 451 |
|
| HanStereo |  | 5.47 292 | 2.08 479 | 9.00 403 | 4.88 315 | 1.07 201 | 4.93 197 | 3.60 394 | 16.68 364 | 6.83 223 | 8.39 282 | 12.14 300 | 15.05 427 | 9.06 412 | 12.68 422 | 1.93 195 | 0.02 237 | 0.17 458 | 0.18 488 | 0.00 1 | 0.28 320 | 0.48 451 |
|
| test_4 |  | 5.47 292 | 0.98 132 | 5.56 223 | 6.55 468 | 0.62 115 | 5.53 245 | 1.88 275 | 11.68 244 | 6.00 204 | 12.60 352 | 30.86 549 | 7.48 291 | 3.87 198 | 12.25 399 | 2.97 279 | 0.00 1 | 0.07 286 | 0.03 320 | 0.14 435 | 0.34 373 | 0.04 91 |
|
| HUI-Stereo |  | 5.48 295 | 1.74 401 | 9.01 405 | 5.08 330 | 0.42 68 | 5.65 258 | 2.77 350 | 12.55 267 | 7.03 236 | 12.54 350 | 18.10 368 | 13.07 393 | 6.71 351 | 9.92 272 | 3.74 329 | 0.61 552 | 0.08 324 | 0.09 413 | 0.00 1 | 0.22 267 | 0.23 350 |
|
| RAFT-Stereo + iAFF |  | 5.48 295 | 1.66 381 | 7.56 319 | 3.49 188 | 0.40 60 | 2.75 54 | 0.67 98 | 16.07 354 | 14.76 366 | 12.27 335 | 18.67 379 | 11.95 368 | 8.08 391 | 7.84 182 | 2.89 273 | 0.01 150 | 0.06 256 | 0.00 1 | 0.00 1 | 0.37 387 | 0.04 91 |
|
| ROB_FTStereo |  | 5.49 297 | 1.74 401 | 8.96 400 | 5.09 331 | 0.42 68 | 5.65 258 | 1.68 221 | 12.53 266 | 7.00 229 | 12.53 348 | 18.00 365 | 13.02 389 | 6.74 354 | 11.51 349 | 3.81 335 | 0.60 548 | 0.09 343 | 0.09 413 | 0.00 1 | 0.22 267 | 0.22 339 |
|
| PSM-adaLoss |  | 5.50 298 | 1.74 401 | 9.03 410 | 5.09 331 | 0.42 68 | 5.66 263 | 1.98 292 | 12.50 259 | 7.01 234 | 12.52 342 | 18.13 371 | 12.96 385 | 6.77 359 | 11.11 325 | 3.83 337 | 0.72 565 | 0.09 343 | 0.09 413 | 0.00 1 | 0.22 267 | 0.22 339 |
|
| ROB_FTStereo_v2 |  | 5.53 299 | 1.74 401 | 8.97 402 | 5.09 331 | 0.42 68 | 5.64 257 | 2.02 296 | 12.50 259 | 7.00 229 | 12.51 341 | 18.10 368 | 12.99 386 | 6.72 352 | 11.50 348 | 4.04 353 | 0.70 561 | 0.09 343 | 0.09 413 | 0.00 1 | 0.22 267 | 0.23 350 |
|
| CRE-IMP |  | 5.53 299 | 1.63 374 | 9.62 440 | 5.65 384 | 0.48 85 | 7.02 345 | 1.70 226 | 11.84 246 | 8.33 268 | 12.99 364 | 16.02 341 | 11.08 349 | 6.23 329 | 12.06 386 | 5.06 388 | 0.28 471 | 0.07 286 | 0.09 413 | 0.00 1 | 0.24 289 | 0.21 331 |
|
| RAFT-IKP |  | 5.53 299 | 1.74 401 | 8.95 397 | 5.09 331 | 0.41 63 | 5.45 239 | 2.08 301 | 12.52 263 | 7.00 229 | 12.52 342 | 18.13 371 | 12.93 384 | 6.79 360 | 11.59 357 | 3.99 348 | 0.80 580 | 0.09 343 | 0.09 413 | 0.00 1 | 0.22 267 | 0.22 339 |
|
| LL-Strereo2 |  | 5.54 302 | 2.17 490 | 9.12 416 | 5.65 384 | 2.54 371 | 6.48 324 | 2.27 316 | 15.08 326 | 7.79 254 | 10.99 321 | 10.26 266 | 15.94 442 | 3.50 186 | 13.25 452 | 3.63 320 | 0.00 1 | 0.13 416 | 1.34 628 | 0.10 411 | 0.30 337 | 0.19 314 |
|
| iGMRVC |  | 5.54 302 | 1.74 401 | 9.01 405 | 5.09 331 | 0.42 68 | 5.66 263 | 1.81 267 | 12.61 270 | 7.02 235 | 12.52 342 | 18.11 370 | 13.02 389 | 6.64 348 | 11.57 353 | 4.16 354 | 0.82 584 | 0.09 343 | 0.09 413 | 0.00 1 | 0.22 267 | 0.21 331 |
|
| Gwc-CoAtRS |  | 5.54 302 | 1.22 208 | 8.40 366 | 4.28 268 | 1.36 254 | 6.93 342 | 1.31 160 | 15.48 337 | 15.03 368 | 12.62 353 | 13.32 312 | 12.74 382 | 5.71 305 | 8.61 210 | 2.98 281 | 0.01 150 | 0.22 499 | 0.00 1 | 0.29 525 | 0.28 320 | 0.07 157 |
|
| test_3 |  | 5.55 305 | 1.02 141 | 8.07 350 | 6.18 441 | 0.54 98 | 9.00 382 | 3.28 370 | 13.55 295 | 18.66 427 | 11.97 332 | 8.89 238 | 13.98 410 | 4.05 206 | 8.96 235 | 2.10 218 | 0.00 1 | 0.05 217 | 0.00 1 | 0.31 538 | 0.26 306 | 0.18 297 |
|
| CFNet-RSSM |  | 5.55 305 | 1.08 160 | 8.60 383 | 4.30 273 | 1.21 224 | 6.42 323 | 1.25 154 | 16.12 356 | 17.84 416 | 13.12 365 | 11.14 285 | 11.84 363 | 5.52 294 | 9.14 244 | 2.35 236 | 0.01 150 | 0.20 481 | 0.00 1 | 0.36 554 | 0.34 373 | 0.07 157 |
|
| TestStereo_HLe17 |  | 5.56 307 | 1.69 393 | 9.09 414 | 3.07 141 | 2.43 364 | 7.21 349 | 2.98 361 | 17.93 389 | 16.13 392 | 8.49 284 | 16.14 345 | 5.57 234 | 4.29 217 | 12.87 432 | 3.21 302 | 0.04 299 | 0.00 1 | 0.01 267 | 0.00 1 | 0.10 184 | 0.04 91 |
|
| Patchmatch Stereo++ |  | 5.56 307 | 1.74 401 | 9.01 405 | 5.09 331 | 0.41 63 | 5.66 263 | 2.40 328 | 12.52 263 | 7.00 229 | 12.52 342 | 18.08 366 | 13.02 389 | 6.74 354 | 11.59 357 | 4.01 350 | 0.78 574 | 0.09 343 | 0.09 413 | 0.00 1 | 0.22 267 | 0.22 339 |
| 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 |  | 5.56 307 | 1.74 401 | 9.01 405 | 5.09 331 | 0.41 63 | 5.66 263 | 2.40 328 | 12.52 263 | 7.00 229 | 12.52 342 | 18.08 366 | 13.02 389 | 6.74 354 | 11.59 357 | 4.01 350 | 0.78 574 | 0.09 343 | 0.09 413 | 0.00 1 | 0.22 267 | 0.22 339 |
|
| raftrobust |  | 5.56 307 | 1.42 281 | 6.00 247 | 7.04 497 | 5.11 536 | 4.90 196 | 1.88 275 | 17.13 370 | 13.72 352 | 11.87 329 | 11.58 292 | 7.82 294 | 9.21 415 | 10.28 282 | 2.92 277 | 0.02 237 | 0.05 217 | 0.00 1 | 0.00 1 | 0.22 267 | 0.11 209 |
|
| monster_256*512 |  | 5.59 311 | 1.48 304 | 5.42 201 | 5.24 360 | 3.41 426 | 5.27 228 | 3.69 396 | 24.08 480 | 13.24 343 | 7.52 270 | 10.58 273 | 12.66 380 | 7.73 379 | 7.05 152 | 3.68 326 | 0.02 237 | 0.00 1 | 0.00 1 | 0.01 212 | 0.35 377 | 0.40 428 |
|
| 1test111 |  | 5.59 311 | 2.00 460 | 4.99 162 | 5.89 410 | 0.26 10 | 10.85 418 | 5.38 452 | 20.20 429 | 11.88 318 | 6.95 261 | 10.01 253 | 4.49 201 | 9.78 430 | 11.09 323 | 7.45 444 | 0.00 1 | 0.05 217 | 0.00 1 | 0.04 310 | 0.25 295 | 0.20 319 |
|
| xyz-stereo-finetune2 |  | 5.60 313 | 1.64 375 | 5.87 240 | 2.44 66 | 0.32 29 | 15.39 515 | 1.90 280 | 10.59 229 | 5.28 185 | 10.58 314 | 17.82 363 | 7.37 289 | 8.93 410 | 14.86 492 | 8.46 482 | 0.01 150 | 0.02 112 | 0.08 401 | 0.14 435 | 0.23 282 | 0.04 91 |
|
| test-1 |  | 5.62 314 | 1.53 326 | 14.78 561 | 7.44 516 | 1.11 206 | 7.99 368 | 1.19 148 | 13.03 281 | 12.04 322 | 9.39 296 | 15.23 332 | 11.15 352 | 5.56 297 | 7.06 153 | 3.57 316 | 0.07 358 | 0.50 596 | 0.00 1 | 0.10 411 | 0.16 235 | 0.47 447 |
|
| DeepStereo_RVC |  | 5.65 315 | 1.65 377 | 9.06 412 | 5.21 355 | 0.56 102 | 5.55 250 | 1.84 271 | 12.16 252 | 7.22 240 | 13.94 381 | 14.96 328 | 12.58 377 | 10.27 439 | 11.25 338 | 5.81 411 | 0.39 506 | 0.10 365 | 0.11 445 | 0.00 1 | 0.18 250 | 0.22 339 |
|
| HLF11 |  | 5.67 316 | 1.55 334 | 8.56 378 | 3.38 175 | 3.06 411 | 4.57 152 | 1.23 152 | 18.20 395 | 9.49 288 | 9.83 300 | 16.96 355 | 7.53 293 | 4.93 267 | 15.35 499 | 8.47 483 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.23 282 | 0.01 9 |
|
| MM-Stereo_test3 |  | 5.71 317 | 1.22 208 | 5.59 228 | 5.84 407 | 5.43 562 | 4.74 178 | 6.54 503 | 19.30 417 | 23.72 490 | 8.53 286 | 11.36 288 | 7.15 279 | 2.84 157 | 8.62 212 | 2.51 248 | 0.05 326 | 0.07 286 | 0.00 1 | 0.00 1 | 0.45 417 | 0.17 287 |
|
| EKT-Stereo |  | 5.73 318 | 1.42 281 | 7.85 334 | 7.16 505 | 5.35 558 | 5.22 223 | 4.41 422 | 18.13 394 | 14.05 355 | 8.77 290 | 12.85 308 | 9.55 325 | 4.26 216 | 11.19 334 | 2.45 245 | 0.45 520 | 0.23 507 | 0.07 390 | 0.10 411 | 0.16 235 | 0.87 523 |
|
| NRIStereo |  | 5.73 318 | 1.67 384 | 8.42 368 | 5.72 396 | 0.41 63 | 6.71 335 | 2.60 341 | 14.73 321 | 10.71 307 | 12.39 339 | 15.07 329 | 11.58 357 | 6.23 329 | 12.06 386 | 4.78 375 | 0.61 552 | 0.17 458 | 0.11 445 | 0.00 1 | 0.28 320 | 0.27 374 |
|
| rvit_0105_6 |  | 5.74 320 | 2.76 525 | 14.29 552 | 9.83 589 | 1.73 294 | 5.18 221 | 5.24 447 | 10.21 217 | 20.31 443 | 6.26 250 | 6.78 206 | 10.10 336 | 6.43 340 | 11.20 336 | 3.33 308 | 0.18 415 | 0.29 541 | 0.00 1 | 0.00 1 | 0.51 452 | 0.14 248 |
|
| RAFT-Test |  | 5.75 321 | 1.32 248 | 6.77 283 | 4.07 238 | 1.71 292 | 9.95 393 | 1.56 201 | 15.78 347 | 8.34 270 | 12.73 356 | 23.83 457 | 11.80 361 | 4.69 249 | 8.99 237 | 2.57 251 | 0.01 150 | 0.29 541 | 0.00 1 | 0.38 561 | 0.16 235 | 0.07 157 |
|
| Selective-RAFT |  | 5.78 322 | 0.83 81 | 10.24 472 | 6.70 480 | 0.72 148 | 15.49 520 | 1.13 144 | 13.82 309 | 15.41 377 | 6.97 265 | 6.97 215 | 11.63 358 | 8.27 395 | 12.32 401 | 4.73 373 | 0.10 375 | 0.01 51 | 0.00 1 | 0.26 511 | 0.07 132 | 0.03 60 |
|
| SMOE |  | 5.86 323 | 1.15 188 | 5.68 231 | 4.41 278 | 0.90 180 | 13.49 473 | 6.83 515 | 17.46 375 | 11.25 314 | 11.53 326 | 14.89 327 | 9.61 326 | 7.48 373 | 6.40 128 | 2.77 266 | 0.23 448 | 0.01 51 | 2.36 648 | 0.05 339 | 0.45 417 | 0.34 405 |
|
| 11t1 |  | 5.86 323 | 1.10 168 | 7.74 332 | 5.18 349 | 1.44 257 | 13.82 480 | 2.36 320 | 14.92 324 | 7.26 243 | 12.98 363 | 11.10 284 | 11.24 353 | 9.30 417 | 11.59 357 | 6.54 424 | 0.10 375 | 0.16 451 | 0.00 1 | 0.01 212 | 0.18 250 | 0.23 350 |
|
| s12784h |  | 5.87 325 | 0.88 103 | 4.11 114 | 3.01 137 | 0.51 91 | 18.49 575 | 0.98 134 | 18.89 409 | 17.60 413 | 12.52 342 | 12.46 304 | 7.87 297 | 5.01 274 | 11.05 321 | 3.13 297 | 0.73 569 | 0.01 51 | 0.04 344 | 0.00 1 | 0.07 132 | 0.01 9 |
|
| H2IRNET |  | 5.89 326 | 1.14 181 | 6.65 272 | 4.13 247 | 2.24 350 | 4.15 120 | 0.73 107 | 12.10 251 | 13.21 341 | 7.09 266 | 20.45 408 | 15.74 438 | 10.74 448 | 10.36 285 | 7.84 462 | 0.06 347 | 0.00 1 | 0.07 390 | 0.53 593 | 0.37 387 | 0.16 278 |
|
| anonymousdsp2 |  | 5.93 327 | 1.54 331 | 8.34 360 | 4.43 283 | 0.38 58 | 9.24 388 | 4.11 409 | 21.92 457 | 17.36 408 | 12.28 337 | 10.08 260 | 10.05 333 | 4.42 222 | 11.04 319 | 2.54 250 | 0.01 150 | 0.02 112 | 0.30 538 | 0.18 454 | 0.21 263 | 0.18 297 |
|
| GMStereo |   | 5.94 328 | 3.84 566 | 10.86 488 | 5.13 341 | 0.71 139 | 7.27 352 | 2.66 346 | 12.38 256 | 25.14 507 | 12.01 334 | 10.66 274 | 5.12 219 | 3.46 181 | 11.39 344 | 6.16 419 | 0.45 520 | 0.02 112 | 0.05 355 | 0.31 538 | 0.86 529 | 0.25 364 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| S0 |  | 5.95 329 | 1.20 203 | 5.32 192 | 4.51 286 | 2.78 391 | 18.26 570 | 13.84 630 | 12.84 274 | 7.10 238 | 11.37 324 | 13.26 311 | 8.10 303 | 5.94 313 | 8.70 219 | 2.58 252 | 1.95 633 | 0.27 534 | 0.15 473 | 0.07 374 | 0.45 417 | 0.20 319 |
|
| RALCasStereoNet |  | 5.95 329 | 2.02 470 | 7.09 299 | 7.06 498 | 5.10 535 | 6.36 319 | 5.44 458 | 13.97 310 | 13.25 344 | 9.93 301 | 17.45 359 | 10.37 339 | 3.89 199 | 11.64 362 | 4.24 358 | 0.02 237 | 0.46 587 | 0.10 432 | 0.00 1 | 0.20 258 | 0.31 395 |
|
| GMOStereo |  | 5.97 331 | 1.55 334 | 7.18 300 | 5.17 344 | 0.71 139 | 5.54 246 | 2.21 307 | 10.54 225 | 12.86 332 | 18.29 493 | 22.01 434 | 17.06 459 | 6.27 331 | 6.62 135 | 2.43 240 | 0.00 1 | 0.23 507 | 0.12 449 | 0.00 1 | 0.46 423 | 0.10 191 |
|
| error version |  | 5.97 331 | 1.55 334 | 7.18 300 | 5.17 344 | 0.71 139 | 5.54 246 | 2.21 307 | 10.54 225 | 12.86 332 | 18.29 493 | 22.01 434 | 17.06 459 | 6.27 331 | 6.62 135 | 2.43 240 | 0.00 1 | 0.23 507 | 0.12 449 | 0.00 1 | 0.46 423 | 0.10 191 |
|
| test-v |  | 5.97 331 | 1.55 334 | 7.18 300 | 5.17 344 | 0.71 139 | 5.54 246 | 2.21 307 | 10.54 225 | 12.86 332 | 18.29 493 | 22.01 434 | 17.06 459 | 6.27 331 | 6.62 135 | 2.43 240 | 0.00 1 | 0.23 507 | 0.12 449 | 0.00 1 | 0.46 423 | 0.10 191 |
|
| test-2 |  | 5.97 331 | 1.55 334 | 7.18 300 | 5.17 344 | 0.71 139 | 5.54 246 | 2.21 307 | 10.54 225 | 12.86 332 | 18.29 493 | 22.01 434 | 17.06 459 | 6.27 331 | 6.62 135 | 2.43 240 | 0.00 1 | 0.23 507 | 0.12 449 | 0.00 1 | 0.46 423 | 0.10 191 |
|
| xx1 |  | 5.99 335 | 2.00 460 | 4.99 162 | 5.89 410 | 0.26 10 | 10.85 418 | 5.38 452 | 17.84 384 | 15.48 380 | 6.95 261 | 10.01 253 | 16.02 445 | 11.15 460 | 10.79 304 | 1.59 160 | 0.00 1 | 0.05 217 | 0.02 300 | 0.05 339 | 0.25 295 | 0.20 319 |
|
| rafts_anoy |  | 6.02 336 | 1.67 384 | 6.27 263 | 6.53 465 | 4.98 525 | 5.30 230 | 2.53 336 | 13.77 306 | 21.01 451 | 12.70 355 | 16.23 347 | 8.56 309 | 5.65 303 | 9.09 242 | 5.22 394 | 0.04 299 | 0.31 549 | 0.09 413 | 0.03 286 | 0.25 295 | 0.17 287 |
|
| TestStereo |  | 6.02 336 | 2.55 517 | 7.33 312 | 5.57 380 | 1.68 291 | 6.05 305 | 1.78 260 | 13.73 303 | 16.40 397 | 10.87 319 | 23.79 456 | 9.00 314 | 5.63 302 | 11.26 339 | 3.96 345 | 0.09 367 | 0.01 51 | 0.00 1 | 0.00 1 | 0.69 502 | 0.01 9 |
|
| Any-RAFT |  | 6.04 338 | 1.16 190 | 4.52 135 | 4.47 284 | 1.20 222 | 10.46 402 | 1.97 291 | 21.84 452 | 15.52 382 | 11.21 323 | 19.37 387 | 13.34 398 | 4.72 256 | 8.65 216 | 2.03 208 | 0.01 150 | 0.19 475 | 0.00 1 | 0.00 1 | 0.04 83 | 0.08 172 |
|
| iRaft-Stereo_20w |  | 6.06 339 | 1.84 434 | 12.04 509 | 4.23 257 | 1.67 288 | 6.77 339 | 2.22 311 | 18.73 404 | 6.08 206 | 14.72 395 | 10.33 267 | 13.42 403 | 8.14 392 | 15.88 515 | 3.08 294 | 0.01 150 | 0.24 518 | 0.13 461 | 0.39 564 | 0.61 485 | 0.71 500 |
|
| DCRE |  | 6.07 340 | 1.75 410 | 8.41 367 | 7.20 506 | 3.82 452 | 6.48 324 | 4.18 417 | 15.52 339 | 10.42 301 | 9.24 294 | 22.47 445 | 11.71 360 | 5.46 291 | 10.62 295 | 3.02 285 | 0.02 237 | 0.26 530 | 0.05 355 | 0.30 533 | 0.15 224 | 0.24 357 |
|
| XX-Stereo |  | 6.14 341 | 1.47 297 | 9.11 415 | 11.87 640 | 6.76 610 | 3.27 82 | 0.93 129 | 15.13 328 | 5.43 190 | 8.79 292 | 28.46 511 | 13.71 407 | 2.22 126 | 11.51 349 | 2.07 212 | 0.20 427 | 0.24 518 | 0.08 401 | 0.29 525 | 1.04 543 | 0.13 237 |
|
| AFF-stereo |  | 6.17 342 | 1.61 363 | 7.02 296 | 4.08 241 | 0.64 119 | 3.53 97 | 0.76 111 | 16.00 352 | 13.14 339 | 12.86 357 | 25.42 473 | 15.67 437 | 7.86 384 | 11.12 326 | 3.21 302 | 0.02 237 | 0.06 256 | 0.00 1 | 0.00 1 | 0.40 402 | 0.08 172 |
|
| knoymous |  | 6.19 343 | 1.49 311 | 4.49 133 | 3.81 225 | 1.87 316 | 5.84 279 | 5.76 466 | 14.51 314 | 14.18 358 | 13.31 371 | 21.59 430 | 12.64 378 | 6.49 343 | 12.41 407 | 4.03 352 | 0.12 388 | 0.13 416 | 0.12 449 | 0.00 1 | 0.71 507 | 0.35 411 |
|
| TRStereo |  | 6.22 344 | 6.09 607 | 11.30 494 | 9.19 568 | 7.41 628 | 4.75 180 | 1.74 245 | 19.70 421 | 11.74 316 | 10.61 315 | 8.65 233 | 10.67 342 | 3.22 170 | 13.81 468 | 3.60 319 | 0.31 478 | 0.23 507 | 0.12 449 | 0.36 554 | 0.48 434 | 0.38 418 |
|
| AnonymousM |  | 6.33 345 | 11.42 660 | 3.06 31 | 3.93 233 | 1.49 264 | 4.54 148 | 3.29 372 | 11.00 237 | 7.70 252 | 16.52 448 | 9.38 248 | 9.07 315 | 3.97 202 | 7.10 154 | 3.01 282 | 0.43 516 | 0.07 286 | 22.69 707 | 7.67 693 | 0.06 107 | 0.21 331 |
|
| AIO-test1 |  | 6.38 346 | 1.41 280 | 5.70 233 | 9.77 585 | 5.61 569 | 9.09 384 | 1.79 261 | 21.63 450 | 20.69 447 | 6.75 255 | 17.68 361 | 8.19 304 | 4.99 272 | 10.38 286 | 3.16 298 | 0.01 150 | 0.01 51 | 0.00 1 | 0.13 429 | 0.28 320 | 0.26 368 |
|
| MyStereo06 |  | 6.40 347 | 1.76 416 | 13.15 524 | 6.19 442 | 4.40 494 | 7.09 346 | 9.95 573 | 16.68 364 | 6.98 228 | 12.91 358 | 10.76 281 | 17.84 480 | 5.71 305 | 9.97 275 | 3.39 311 | 0.06 347 | 0.10 365 | 0.02 300 | 0.04 310 | 0.73 512 | 0.29 384 |
|
| DCANet-4 |  | 6.41 348 | 1.02 141 | 9.66 445 | 3.41 177 | 0.68 128 | 4.73 173 | 1.70 226 | 17.70 380 | 24.33 500 | 15.10 406 | 20.25 402 | 6.45 261 | 8.65 401 | 8.47 204 | 5.31 398 | 0.01 150 | 0.04 178 | 0.00 1 | 0.00 1 | 0.09 160 | 0.63 482 |
|
| riskmin |  | 6.42 349 | 1.29 236 | 6.76 282 | 3.95 234 | 2.25 351 | 10.49 404 | 2.53 336 | 15.11 327 | 17.60 413 | 9.77 299 | 12.91 309 | 15.25 432 | 12.04 485 | 11.58 354 | 5.11 389 | 0.14 396 | 0.24 518 | 0.13 461 | 0.03 286 | 0.61 485 | 0.69 495 |
|
| DisPM |  | 6.43 350 | 1.31 244 | 8.36 362 | 6.61 475 | 1.06 200 | 5.83 277 | 3.82 401 | 13.04 282 | 11.63 315 | 16.38 443 | 23.88 459 | 12.80 383 | 6.50 344 | 13.03 446 | 3.04 287 | 0.51 535 | 0.01 51 | 0.08 401 | 0.15 444 | 0.10 184 | 0.42 432 |
|
| Lsterematch |  | 6.44 351 | 1.75 410 | 6.90 290 | 3.57 202 | 0.63 117 | 8.44 377 | 1.54 195 | 12.51 261 | 16.89 401 | 16.22 438 | 25.52 475 | 9.64 328 | 4.42 222 | 12.06 386 | 7.98 467 | 0.00 1 | 0.04 178 | 0.00 1 | 0.00 1 | 0.29 328 | 0.31 395 |
|
| DCANet |  | 6.46 352 | 1.59 354 | 7.28 307 | 3.51 193 | 0.68 128 | 4.77 188 | 1.75 248 | 15.33 333 | 23.62 485 | 15.55 422 | 20.73 415 | 7.31 286 | 11.56 475 | 8.83 229 | 5.26 396 | 0.00 1 | 0.05 217 | 0.00 1 | 0.00 1 | 0.26 306 | 1.11 550 |
|
| S |  | 6.47 353 | 1.14 181 | 6.16 255 | 3.77 223 | 5.27 551 | 15.96 528 | 7.30 531 | 15.06 325 | 16.00 391 | 13.40 376 | 17.00 356 | 6.36 257 | 8.81 407 | 7.41 165 | 3.32 307 | 0.22 438 | 0.07 286 | 0.59 571 | 0.41 568 | 0.53 460 | 0.57 472 |
|
| RALAANet |  | 6.49 354 | 2.49 513 | 9.69 450 | 7.09 499 | 4.98 525 | 6.23 310 | 1.68 221 | 19.90 426 | 14.26 359 | 15.04 405 | 14.56 321 | 12.69 381 | 4.38 220 | 12.91 436 | 3.07 291 | 0.02 237 | 0.07 286 | 0.00 1 | 0.10 411 | 0.51 452 | 0.15 269 |
|
| Pruner-Stereo |  | 6.59 355 | 1.51 320 | 8.71 387 | 6.34 451 | 0.85 169 | 5.66 263 | 4.15 412 | 13.74 304 | 11.02 308 | 18.11 488 | 22.09 439 | 15.86 441 | 5.80 308 | 11.75 369 | 5.15 391 | 0.60 548 | 0.02 112 | 0.18 488 | 0.10 411 | 0.07 132 | 0.16 278 |
|
| sAnonymous2 |  | 6.59 355 | 6.21 609 | 19.05 608 | 8.91 558 | 5.27 551 | 4.58 154 | 6.69 509 | 15.56 340 | 11.12 311 | 4.86 221 | 8.71 236 | 3.81 182 | 7.93 385 | 7.38 163 | 2.89 273 | 0.09 367 | 0.07 286 | 0.05 355 | 0.28 521 | 11.25 685 | 7.10 672 |
|
| CroCo_RVC |  | 6.59 355 | 6.21 609 | 19.05 608 | 8.91 558 | 5.27 551 | 4.58 154 | 6.69 509 | 15.56 340 | 11.12 311 | 4.86 221 | 8.71 236 | 3.81 182 | 7.93 385 | 7.38 163 | 2.89 273 | 0.09 367 | 0.07 286 | 0.05 355 | 0.28 521 | 11.25 685 | 7.10 672 |
|
| SST-Stereo |  | 6.60 358 | 1.46 295 | 8.37 363 | 6.68 478 | 0.77 156 | 6.01 298 | 1.93 284 | 14.68 320 | 9.24 284 | 19.09 512 | 20.43 407 | 16.86 457 | 8.59 400 | 13.49 458 | 3.80 334 | 0.22 438 | 0.05 217 | 0.13 461 | 0.00 1 | 0.08 149 | 0.05 123 |
|
| PSM-softLoss |  | 6.61 359 | 1.60 358 | 9.42 432 | 6.48 460 | 0.88 174 | 5.65 258 | 2.04 298 | 22.64 462 | 8.77 274 | 13.95 382 | 22.11 441 | 13.01 387 | 5.22 285 | 12.73 426 | 6.05 414 | 0.49 529 | 0.06 256 | 0.27 522 | 0.56 596 | 0.16 235 | 0.06 139 |
|
| KMStereo |  | 6.61 359 | 1.60 358 | 9.42 432 | 6.48 460 | 0.88 174 | 5.65 258 | 2.04 298 | 22.64 462 | 8.77 274 | 13.95 382 | 22.11 441 | 13.01 387 | 5.22 285 | 12.73 426 | 6.05 414 | 0.49 529 | 0.06 256 | 0.27 522 | 0.56 596 | 0.16 235 | 0.06 139 |
|
| ADStereo(finetuned) |  | 6.68 361 | 1.59 354 | 9.70 451 | 3.49 188 | 0.68 128 | 4.79 189 | 1.75 248 | 15.33 333 | 23.64 486 | 15.56 423 | 20.68 410 | 7.30 285 | 13.85 523 | 8.71 220 | 5.17 392 | 0.00 1 | 0.05 217 | 0.00 1 | 0.00 1 | 0.25 295 | 1.05 544 |
|
| PFNet+ |  | 6.68 361 | 1.40 276 | 9.60 438 | 5.64 383 | 0.85 169 | 5.79 276 | 1.74 245 | 13.63 297 | 15.30 374 | 17.88 481 | 21.38 427 | 14.52 419 | 6.07 320 | 12.74 428 | 4.89 383 | 0.63 557 | 0.20 481 | 0.11 445 | 0.30 533 | 0.05 100 | 0.91 530 |
|
| rvit_0105_4 |  | 6.69 363 | 2.81 527 | 15.46 567 | 10.22 601 | 1.58 273 | 5.99 293 | 5.81 467 | 13.77 306 | 23.65 487 | 7.16 267 | 9.46 249 | 12.64 378 | 7.78 382 | 12.03 379 | 3.83 337 | 0.19 419 | 0.47 589 | 0.00 1 | 0.01 212 | 0.60 483 | 0.37 415 |
|
| raft+_RVC |  | 6.69 363 | 1.61 363 | 5.57 224 | 6.37 452 | 4.62 509 | 6.51 327 | 6.18 486 | 20.39 436 | 23.38 482 | 10.62 317 | 17.82 363 | 9.89 331 | 5.65 303 | 10.70 299 | 3.67 325 | 0.00 1 | 0.14 433 | 0.00 1 | 0.00 1 | 0.34 373 | 0.27 374 |
|
| NF-Stereo |  | 6.72 365 | 1.59 354 | 8.93 393 | 6.60 473 | 0.73 153 | 6.27 314 | 3.38 380 | 20.21 435 | 18.01 419 | 13.22 370 | 19.46 391 | 11.82 362 | 6.16 325 | 12.39 405 | 4.74 374 | 0.33 481 | 0.06 256 | 0.20 499 | 0.23 489 | 0.08 149 | 0.05 123 |
|
| RE-Stereo |  | 6.73 366 | 1.58 351 | 8.94 395 | 6.59 470 | 0.71 139 | 6.27 314 | 3.51 385 | 20.20 429 | 17.99 417 | 13.21 367 | 19.46 391 | 11.94 366 | 6.20 327 | 12.34 402 | 4.79 378 | 0.34 485 | 0.05 217 | 0.20 499 | 0.23 489 | 0.09 160 | 0.05 123 |
|
| TVStereo |  | 6.73 366 | 1.58 351 | 8.94 395 | 6.59 470 | 0.71 139 | 6.27 314 | 3.51 385 | 20.20 429 | 17.99 417 | 13.21 367 | 19.46 391 | 11.94 366 | 6.20 327 | 12.34 402 | 4.79 378 | 0.34 485 | 0.05 217 | 0.20 499 | 0.23 489 | 0.09 160 | 0.05 123 |
|
| OCTAStereo |  | 6.74 368 | 1.59 354 | 8.96 400 | 6.60 473 | 0.72 148 | 6.25 311 | 3.50 383 | 20.20 429 | 18.03 420 | 13.21 367 | 19.45 389 | 12.07 374 | 6.16 325 | 12.36 404 | 4.78 375 | 0.35 488 | 0.06 256 | 0.20 499 | 0.23 489 | 0.09 160 | 0.05 123 |
|
| DIP-Stereo |  | 6.74 368 | 1.93 450 | 10.02 468 | 4.28 268 | 1.64 285 | 13.54 474 | 1.52 190 | 15.16 329 | 6.63 219 | 14.30 390 | 26.81 492 | 10.90 345 | 5.19 283 | 14.78 491 | 7.56 450 | 0.00 1 | 0.06 256 | 0.05 355 | 0.00 1 | 0.17 246 | 0.17 287 |
| 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 |  | 6.75 370 | 1.67 384 | 12.34 511 | 4.67 298 | 1.47 259 | 10.01 395 | 2.24 313 | 26.43 511 | 17.22 404 | 14.72 395 | 12.75 305 | 7.02 276 | 9.68 428 | 8.44 203 | 5.26 396 | 0.01 150 | 0.04 178 | 0.05 355 | 0.09 399 | 0.35 377 | 0.55 466 |
|
| TestStereo_HL3 |  | 6.76 371 | 1.13 178 | 9.61 439 | 3.71 215 | 1.99 329 | 10.46 402 | 6.01 480 | 13.68 298 | 8.31 267 | 12.97 362 | 33.03 587 | 12.44 376 | 8.03 390 | 11.04 319 | 2.39 238 | 0.11 382 | 0.05 217 | 0.01 267 | 0.01 212 | 0.09 160 | 0.06 139 |
|
| RAFT-345 |  | 6.79 372 | 1.29 236 | 6.80 285 | 5.06 327 | 0.91 182 | 5.61 255 | 3.32 379 | 13.36 291 | 10.17 299 | 13.73 378 | 43.66 665 | 9.12 317 | 5.38 290 | 12.29 400 | 4.44 364 | 0.32 479 | 0.05 217 | 0.09 413 | 0.06 362 | 0.06 107 | 0.03 60 |
|
| x |  | 6.80 373 | 1.36 261 | 6.94 292 | 4.58 294 | 1.88 317 | 10.78 414 | 4.55 427 | 19.79 424 | 10.62 304 | 12.69 354 | 19.54 394 | 14.87 425 | 10.11 436 | 9.52 255 | 8.03 471 | 0.07 358 | 0.15 440 | 0.04 344 | 0.04 310 | 0.24 289 | 0.22 339 |
|
| PAM_32 |  | 6.82 374 | 1.73 398 | 14.16 547 | 5.34 368 | 1.47 259 | 13.84 481 | 0.88 124 | 14.75 322 | 6.34 212 | 14.22 388 | 9.14 243 | 24.94 569 | 11.87 481 | 12.50 416 | 2.79 269 | 0.14 396 | 0.27 534 | 0.09 413 | 0.42 573 | 0.54 463 | 0.89 526 |
|
| fff |  | 6.83 375 | 1.55 334 | 7.28 307 | 3.56 196 | 0.32 29 | 4.73 173 | 1.70 226 | 15.75 344 | 31.87 570 | 15.11 407 | 20.25 402 | 6.90 272 | 12.80 502 | 8.63 213 | 5.33 399 | 0.01 150 | 0.04 178 | 0.00 1 | 0.00 1 | 0.09 160 | 0.63 482 |
|
| csc |  | 6.83 375 | 1.55 334 | 7.28 307 | 3.56 196 | 0.32 29 | 4.73 173 | 1.70 226 | 15.75 344 | 31.87 570 | 15.11 407 | 20.25 402 | 6.90 272 | 12.80 502 | 8.63 213 | 5.33 399 | 0.01 150 | 0.04 178 | 0.00 1 | 0.00 1 | 0.09 160 | 0.63 482 |
|
| cscssc |  | 6.83 375 | 1.55 334 | 7.28 307 | 3.56 196 | 0.32 29 | 4.73 173 | 1.70 226 | 15.75 344 | 31.87 570 | 15.11 407 | 20.25 402 | 6.90 272 | 12.80 502 | 8.63 213 | 5.33 399 | 0.01 150 | 0.04 178 | 0.00 1 | 0.00 1 | 0.09 160 | 0.63 482 |
|
| Hybrid-DGEV-03 |  | 6.90 378 | 1.58 351 | 5.75 235 | 6.11 437 | 1.20 222 | 11.62 433 | 2.60 341 | 13.70 301 | 14.15 357 | 16.58 450 | 29.44 525 | 14.00 411 | 5.86 310 | 10.87 313 | 3.69 327 | 0.00 1 | 0.07 286 | 0.13 461 | 0.00 1 | 0.35 377 | 0.28 379 |
|
| UGAM-zero |  | 6.91 379 | 1.47 297 | 13.65 538 | 4.24 259 | 1.67 288 | 5.51 242 | 0.72 106 | 17.44 374 | 6.74 221 | 14.56 391 | 15.84 339 | 24.16 557 | 14.20 532 | 12.79 429 | 3.96 345 | 0.00 1 | 0.22 499 | 0.02 300 | 0.58 598 | 0.14 216 | 0.27 374 |
|
| RAFT_R40 |  | 6.91 379 | 1.53 326 | 8.45 371 | 6.79 486 | 0.77 156 | 5.86 284 | 3.82 401 | 14.85 323 | 14.53 364 | 18.05 487 | 20.03 399 | 17.06 459 | 8.69 402 | 13.40 455 | 3.84 339 | 0.14 396 | 0.02 112 | 0.14 466 | 0.00 1 | 0.09 160 | 0.05 123 |
|
| SME |  | 6.92 381 | 2.49 513 | 5.22 183 | 5.77 400 | 1.73 294 | 21.26 594 | 4.16 413 | 17.28 373 | 15.47 379 | 11.84 328 | 16.16 346 | 7.82 294 | 10.32 440 | 11.72 366 | 5.18 393 | 0.80 580 | 0.00 1 | 0.05 355 | 0.07 374 | 0.87 531 | 0.22 339 |
|
| OMP-Stereo |  | 6.93 382 | 2.57 519 | 9.03 410 | 10.63 613 | 1.72 293 | 4.89 194 | 1.91 281 | 17.84 384 | 15.56 383 | 16.69 454 | 14.16 317 | 17.70 477 | 7.33 370 | 12.93 437 | 4.83 381 | 0.24 454 | 0.03 153 | 0.06 378 | 0.02 257 | 0.19 254 | 0.39 421 |
|
| PAM |  | 6.94 383 | 1.65 377 | 14.88 562 | 5.38 370 | 1.98 328 | 14.76 503 | 1.28 156 | 14.54 316 | 6.77 222 | 15.52 420 | 9.10 241 | 24.15 556 | 11.60 477 | 12.46 413 | 2.33 234 | 0.04 299 | 0.28 540 | 0.07 390 | 0.42 573 | 0.57 476 | 0.99 538 |
|
| qqq |  | 6.96 384 | 1.40 276 | 8.15 354 | 4.50 285 | 1.03 193 | 8.55 378 | 6.93 520 | 20.20 429 | 11.88 318 | 12.00 333 | 18.19 373 | 16.02 445 | 11.15 460 | 11.09 323 | 7.45 444 | 0.06 347 | 0.13 416 | 0.02 300 | 0.05 339 | 0.25 295 | 0.20 319 |
|
| AIO-test2 |  | 7.01 385 | 2.23 498 | 6.87 287 | 8.42 550 | 5.28 554 | 9.03 383 | 5.32 449 | 25.92 503 | 23.54 483 | 6.78 257 | 20.55 409 | 5.25 225 | 3.58 191 | 9.56 257 | 2.50 247 | 3.96 663 | 0.04 178 | 0.03 320 | 0.47 585 | 0.56 474 | 0.33 401 |
|
| MIM_Stereo |  | 7.02 386 | 1.55 334 | 10.78 485 | 4.17 249 | 0.58 105 | 5.25 226 | 1.32 163 | 19.03 410 | 12.59 331 | 16.74 456 | 28.83 514 | 13.20 395 | 5.53 295 | 12.89 434 | 7.11 436 | 0.00 1 | 0.23 507 | 0.00 1 | 0.01 212 | 0.38 394 | 0.28 379 |
|
| R-Stereo Train |  | 7.04 387 | 1.34 256 | 7.89 337 | 6.23 444 | 2.30 354 | 7.51 356 | 5.54 460 | 23.96 475 | 6.94 226 | 16.26 440 | 33.57 596 | 12.04 371 | 5.61 298 | 7.67 172 | 3.74 329 | 0.01 150 | 0.05 217 | 0.01 267 | 0.00 1 | 0.10 184 | 0.12 220 |
|
| RAFT-Stereo |   | 7.04 387 | 1.34 256 | 7.89 337 | 6.23 444 | 2.30 354 | 7.51 356 | 5.54 460 | 23.96 475 | 6.94 226 | 16.26 440 | 33.57 596 | 12.04 371 | 5.61 298 | 7.67 172 | 3.74 329 | 0.01 150 | 0.05 217 | 0.01 267 | 0.00 1 | 0.10 184 | 0.12 220 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| ACRE |  | 7.07 389 | 2.38 505 | 13.26 525 | 7.36 511 | 4.86 516 | 10.28 398 | 4.40 420 | 15.51 338 | 13.69 351 | 17.22 466 | 19.23 386 | 8.00 300 | 4.20 213 | 10.64 296 | 8.50 484 | 0.33 481 | 0.32 552 | 0.03 320 | 0.14 435 | 0.37 387 | 0.77 510 |
|
| MyStereo8 |  | 7.13 390 | 2.48 511 | 10.86 488 | 6.81 488 | 4.98 525 | 10.73 411 | 1.42 173 | 14.58 318 | 9.73 290 | 15.75 425 | 23.16 451 | 12.17 375 | 7.96 388 | 9.85 269 | 10.21 513 | 0.04 299 | 0.19 475 | 0.08 401 | 0.21 477 | 0.58 480 | 0.82 514 |
|
| IPLGR |  | 7.14 391 | 1.31 244 | 13.14 523 | 4.24 259 | 1.15 217 | 9.78 392 | 0.98 134 | 23.98 477 | 21.70 464 | 16.22 438 | 18.43 374 | 8.45 308 | 7.66 375 | 9.26 248 | 5.45 404 | 0.21 432 | 0.05 217 | 0.04 344 | 0.06 362 | 0.32 359 | 0.38 418 |
|
| CIPLG |  | 7.15 392 | 2.44 508 | 12.82 518 | 7.38 512 | 4.93 520 | 10.51 405 | 4.56 428 | 15.17 330 | 13.25 344 | 17.45 472 | 19.75 395 | 8.42 307 | 4.60 245 | 11.41 345 | 8.31 478 | 0.33 481 | 0.32 552 | 0.03 320 | 0.14 435 | 0.37 387 | 0.72 502 |
|
| AIO-Stereo-zeroshot |   | 7.16 393 | 3.12 544 | 14.04 545 | 4.74 301 | 6.89 617 | 6.58 331 | 0.68 99 | 21.97 458 | 9.36 287 | 10.84 318 | 17.38 357 | 17.36 473 | 9.24 416 | 12.45 412 | 4.44 364 | 0.04 299 | 0.24 518 | 0.10 432 | 1.00 627 | 1.36 566 | 1.43 571 |
|
| IPLGR_C |  | 7.16 393 | 2.48 511 | 12.98 521 | 7.52 521 | 4.91 519 | 10.56 406 | 4.59 430 | 15.63 343 | 14.12 356 | 17.42 470 | 18.87 382 | 8.00 300 | 4.59 244 | 10.76 303 | 8.81 488 | 0.32 479 | 0.32 552 | 0.03 320 | 0.13 429 | 0.36 380 | 0.76 507 |
|
| IPLG |  | 7.20 395 | 1.43 285 | 12.55 515 | 5.17 344 | 4.32 489 | 11.11 427 | 1.48 178 | 21.79 451 | 15.10 370 | 19.16 513 | 20.23 401 | 5.26 226 | 5.61 298 | 11.68 363 | 8.14 474 | 0.05 326 | 0.06 256 | 0.03 320 | 0.07 374 | 0.33 367 | 0.50 456 |
|
| StereoVision |  | 7.21 396 | 2.17 490 | 9.29 424 | 9.43 572 | 3.91 457 | 5.09 217 | 1.91 281 | 20.04 427 | 17.37 409 | 8.57 287 | 29.59 528 | 11.08 349 | 6.76 358 | 12.44 408 | 4.71 372 | 0.54 539 | 0.05 217 | 0.16 481 | 0.03 286 | 0.82 525 | 0.30 387 |
|
| 111 |  | 7.26 397 | 1.65 377 | 7.28 307 | 3.56 196 | 0.32 29 | 10.76 412 | 3.53 388 | 20.55 438 | 27.51 533 | 10.07 304 | 16.62 351 | 14.30 413 | 9.53 425 | 12.02 378 | 5.87 412 | 0.14 396 | 0.01 51 | 0.00 1 | 0.00 1 | 0.31 349 | 1.14 554 |
|
| HHNet |  | 7.39 398 | 1.75 410 | 7.24 305 | 3.26 161 | 3.18 415 | 5.04 213 | 6.40 496 | 19.04 411 | 15.70 385 | 20.71 543 | 32.13 573 | 10.69 343 | 5.91 311 | 10.45 289 | 4.60 370 | 0.40 509 | 0.07 286 | 0.21 504 | 0.13 429 | 0.54 463 | 0.41 429 |
|
| noway7 |  | 7.40 399 | 6.70 618 | 18.40 603 | 5.73 397 | 3.28 421 | 6.40 322 | 2.10 302 | 27.85 528 | 14.49 363 | 10.18 307 | 10.19 262 | 15.48 436 | 10.32 440 | 8.19 196 | 6.26 420 | 0.08 362 | 0.00 1 | 0.01 267 | 0.00 1 | 1.41 569 | 1.02 543 |
|
| ASMatch |  | 7.40 399 | 1.42 281 | 8.49 375 | 5.09 331 | 2.00 331 | 4.74 178 | 2.62 343 | 16.54 362 | 13.17 340 | 17.08 461 | 34.75 604 | 13.13 394 | 10.33 443 | 12.04 382 | 4.82 380 | 0.05 326 | 0.24 518 | 0.21 504 | 0.17 452 | 0.16 235 | 0.97 534 |
|
| IIG-Stereo |  | 7.41 401 | 2.13 488 | 8.55 377 | 10.02 595 | 1.76 299 | 6.82 340 | 1.53 193 | 17.17 371 | 15.84 389 | 18.74 506 | 20.30 406 | 18.01 485 | 8.39 397 | 12.89 434 | 5.22 394 | 0.27 467 | 0.03 153 | 0.03 320 | 0.00 1 | 0.16 235 | 0.30 387 |
|
| RAFT+CT+SA |  | 7.44 402 | 1.46 295 | 6.46 268 | 10.73 616 | 3.34 425 | 4.70 170 | 7.45 535 | 16.45 359 | 25.89 515 | 10.18 307 | 27.15 497 | 7.27 284 | 8.00 389 | 15.11 494 | 3.19 301 | 0.02 237 | 0.00 1 | 0.18 488 | 0.46 584 | 0.30 337 | 0.47 447 |
|
| LCNet |  | 7.52 403 | 1.23 213 | 5.35 195 | 6.42 457 | 1.29 233 | 9.27 389 | 5.64 463 | 17.85 386 | 10.63 305 | 16.54 449 | 24.54 464 | 14.85 424 | 11.29 464 | 11.74 368 | 3.88 340 | 0.02 237 | 0.02 112 | 0.22 508 | 2.04 654 | 0.90 537 | 6.76 665 |
|
| rvit_0105_5 |  | 7.60 404 | 3.13 545 | 16.37 581 | 9.97 594 | 1.59 275 | 7.41 354 | 6.27 488 | 17.78 383 | 25.62 512 | 10.30 311 | 10.39 268 | 14.79 423 | 8.95 411 | 12.51 417 | 4.87 382 | 0.17 412 | 0.42 573 | 0.00 1 | 0.11 421 | 0.62 488 | 0.71 500 |
|
| IGEV-BASED-STEREO- |  | 7.61 405 | 27.25 703 | 41.87 679 | 2.73 100 | 0.41 63 | 4.25 129 | 1.50 183 | 6.63 102 | 3.87 138 | 4.31 199 | 3.78 112 | 2.48 140 | 1.39 88 | 5.67 107 | 1.56 158 | 25.09 713 | 0.05 217 | 0.01 267 | 0.08 383 | 4.67 642 | 14.58 701 |
|
| TestStereo1 |  | 7.62 406 | 1.62 369 | 7.60 321 | 10.47 607 | 1.86 312 | 4.76 183 | 2.48 332 | 19.73 422 | 22.33 471 | 16.79 457 | 26.02 480 | 9.33 320 | 9.30 417 | 15.92 518 | 3.37 309 | 0.01 150 | 0.02 112 | 0.02 300 | 0.05 339 | 0.55 467 | 0.28 379 |
|
| SA-5K |  | 7.62 406 | 1.62 369 | 7.60 321 | 10.47 607 | 1.86 312 | 4.76 183 | 2.48 332 | 19.73 422 | 22.33 471 | 16.79 457 | 26.02 480 | 9.33 320 | 9.30 417 | 15.92 518 | 3.37 309 | 0.01 150 | 0.02 112 | 0.02 300 | 0.05 339 | 0.55 467 | 0.28 379 |
|
| Select-FE |  | 7.63 408 | 3.47 553 | 20.76 625 | 6.30 448 | 3.70 444 | 4.03 117 | 0.92 128 | 18.82 406 | 5.95 202 | 12.56 351 | 23.32 452 | 19.63 512 | 12.90 505 | 13.98 472 | 3.39 311 | 0.09 367 | 0.51 600 | 0.05 355 | 0.70 606 | 0.29 328 | 1.21 562 |
|
| FACV-RUCA |  | 7.66 409 | 1.94 451 | 9.40 431 | 7.72 531 | 6.03 590 | 12.99 463 | 3.10 367 | 19.47 418 | 18.51 425 | 12.27 335 | 18.43 374 | 8.28 305 | 10.16 437 | 11.38 343 | 5.62 406 | 0.36 491 | 0.62 613 | 4.36 665 | 0.30 533 | 1.72 582 | 0.55 466 |
|
| test_sample1 |  | 7.66 409 | 1.26 226 | 8.87 391 | 5.04 324 | 2.61 375 | 14.61 500 | 4.58 429 | 20.08 428 | 9.81 294 | 13.83 380 | 21.62 431 | 18.21 492 | 12.26 488 | 11.71 364 | 8.01 469 | 0.11 382 | 0.11 387 | 0.02 300 | 0.02 257 | 0.20 258 | 0.17 287 |
|
| mmm |  | 7.72 411 | 1.50 317 | 8.56 378 | 5.29 362 | 1.89 318 | 14.14 487 | 5.70 465 | 18.42 397 | 11.02 308 | 16.04 433 | 23.78 455 | 17.00 458 | 10.03 435 | 12.03 379 | 7.54 448 | 0.12 388 | 0.07 286 | 0.50 562 | 0.20 473 | 0.31 349 | 0.18 297 |
|
| RAFT-RH_RVC |  | 7.73 412 | 1.25 222 | 6.99 294 | 4.83 308 | 0.90 180 | 11.76 435 | 1.53 193 | 13.00 280 | 14.43 362 | 17.51 474 | 46.41 679 | 11.02 348 | 6.30 335 | 12.68 422 | 4.93 385 | 0.51 535 | 0.04 178 | 0.12 449 | 0.13 429 | 0.09 160 | 0.09 179 |
|
| AIO-Stereo-zeroshot1 |   | 7.76 413 | 3.78 562 | 19.59 612 | 5.04 324 | 10.79 671 | 5.87 286 | 1.85 272 | 19.52 419 | 7.33 245 | 14.18 385 | 21.16 423 | 16.50 452 | 5.97 318 | 13.73 467 | 3.79 333 | 0.04 299 | 0.17 458 | 0.04 344 | 1.30 641 | 2.45 600 | 2.15 605 |
|
| TransformOpticalFlow |  | 7.76 413 | 1.90 440 | 9.31 427 | 5.50 378 | 1.18 220 | 6.97 344 | 8.27 543 | 17.86 388 | 13.21 341 | 14.58 392 | 29.13 517 | 19.01 500 | 10.85 450 | 12.51 417 | 3.69 327 | 0.01 150 | 0.04 178 | 0.20 499 | 0.04 310 | 0.17 246 | 0.84 517 |
|
| HITNet |  | 7.83 415 | 2.93 535 | 8.39 364 | 4.76 305 | 1.48 262 | 12.75 458 | 4.64 431 | 20.97 440 | 14.37 361 | 15.14 411 | 22.15 443 | 14.57 420 | 10.62 445 | 14.38 482 | 8.14 474 | 0.04 299 | 0.01 51 | 0.48 559 | 0.02 257 | 0.57 476 | 0.10 191 |
| 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 |  | 7.86 416 | 1.27 229 | 7.98 343 | 5.00 323 | 2.29 353 | 13.33 469 | 6.88 517 | 20.42 437 | 15.24 372 | 13.95 382 | 21.58 429 | 18.96 499 | 12.12 486 | 12.07 389 | 5.36 402 | 0.12 388 | 0.10 365 | 0.07 390 | 0.03 286 | 0.28 320 | 0.19 314 |
|
| PFNet |  | 7.91 417 | 1.44 291 | 11.60 500 | 7.03 495 | 2.42 362 | 7.60 362 | 6.03 481 | 23.36 472 | 17.24 406 | 20.29 535 | 17.67 360 | 15.44 435 | 7.71 378 | 13.02 445 | 5.71 409 | 0.24 454 | 0.20 481 | 0.12 449 | 0.19 467 | 0.31 349 | 0.61 480 |
|
| SA |  | 7.93 418 | 1.54 331 | 9.13 418 | 7.98 538 | 0.64 119 | 5.85 281 | 2.29 317 | 22.27 459 | 24.54 505 | 13.17 366 | 31.07 553 | 8.87 312 | 10.32 440 | 16.49 535 | 3.12 295 | 0.04 299 | 0.12 400 | 0.17 483 | 0.30 533 | 0.45 417 | 0.17 287 |
|
| AAGNet |  | 7.94 419 | 1.48 304 | 9.34 429 | 7.13 504 | 0.70 134 | 5.85 281 | 5.16 445 | 15.40 336 | 14.01 353 | 20.13 532 | 24.03 460 | 15.28 433 | 11.52 471 | 12.05 383 | 15.47 568 | 0.63 557 | 0.06 256 | 0.32 540 | 0.01 212 | 0.12 201 | 0.09 179 |
|
| FENet |  | 7.94 419 | 1.01 139 | 6.72 275 | 5.87 409 | 2.07 336 | 11.11 427 | 2.03 297 | 21.39 445 | 20.81 448 | 17.14 464 | 22.65 446 | 14.43 415 | 11.54 474 | 12.97 440 | 7.89 464 | 0.15 405 | 0.24 518 | 0.03 320 | 0.02 257 | 0.14 216 | 0.62 481 |
|
| dd |  | 7.96 421 | 4.08 570 | 11.49 499 | 6.53 465 | 0.93 186 | 8.28 375 | 4.03 407 | 16.53 361 | 33.82 589 | 15.17 413 | 16.50 350 | 6.79 269 | 5.96 317 | 14.30 479 | 9.90 504 | 1.13 613 | 0.42 573 | 0.17 483 | 0.44 580 | 2.01 593 | 0.79 511 |
|
| raft_robust |  | 7.97 422 | 2.26 500 | 6.75 279 | 5.83 405 | 0.72 148 | 5.57 251 | 0.84 119 | 33.59 612 | 34.21 596 | 18.17 489 | 19.88 398 | 6.50 262 | 5.62 301 | 15.33 497 | 2.83 272 | 0.03 278 | 0.23 507 | 0.00 1 | 0.37 558 | 0.32 359 | 0.39 421 |
|
| STrans-v2 |  | 7.98 423 | 1.84 434 | 9.42 432 | 4.84 311 | 1.48 262 | 12.23 447 | 10.05 578 | 19.06 414 | 12.32 327 | 13.63 377 | 26.06 484 | 18.13 491 | 12.35 491 | 12.99 442 | 3.99 348 | 0.01 150 | 0.01 51 | 0.18 488 | 0.01 212 | 0.22 267 | 0.83 515 |
|
| zzzzzzz1 |  | 8.07 424 | 7.41 627 | 19.27 611 | 5.70 390 | 5.22 543 | 7.73 363 | 3.29 372 | 19.54 420 | 18.81 430 | 10.22 309 | 16.45 349 | 14.44 416 | 9.67 427 | 12.40 406 | 7.55 449 | 0.94 598 | 0.27 534 | 0.00 1 | 0.06 362 | 1.62 574 | 0.87 523 |
|
| Prome-Stereo |  | 8.10 425 | 1.28 232 | 5.48 210 | 6.50 462 | 1.51 266 | 6.70 334 | 9.42 563 | 21.08 442 | 9.13 283 | 20.88 544 | 32.84 582 | 11.95 368 | 11.86 480 | 11.75 369 | 3.97 347 | 0.01 150 | 0.02 112 | 0.18 488 | 0.12 424 | 0.41 405 | 7.01 670 |
|
| IGEV_i1 |  | 8.11 426 | 1.53 326 | 9.99 463 | 5.80 401 | 1.15 217 | 16.03 529 | 7.19 529 | 19.82 425 | 15.30 374 | 16.39 444 | 17.38 357 | 17.95 483 | 8.38 396 | 14.44 483 | 7.44 442 | 0.25 460 | 0.19 475 | 1.08 614 | 1.12 635 | 0.26 306 | 0.54 464 |
|
| ffm |  | 8.12 427 | 1.43 285 | 9.67 446 | 5.70 390 | 3.44 429 | 11.96 441 | 6.35 490 | 18.45 398 | 16.31 394 | 15.83 428 | 31.44 561 | 17.22 468 | 10.87 452 | 10.82 309 | 1.61 163 | 0.00 1 | 0.05 217 | 0.80 591 | 0.08 383 | 0.26 306 | 0.14 248 |
|
| CASS |  | 8.15 428 | 1.67 384 | 7.68 327 | 8.25 547 | 1.52 267 | 14.39 492 | 2.72 347 | 22.65 464 | 17.23 405 | 15.42 418 | 22.68 447 | 13.47 404 | 11.87 481 | 12.44 408 | 6.07 417 | 0.96 602 | 0.05 217 | 0.12 449 | 0.01 212 | 0.71 507 | 3.14 628 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| Hybrid-DGEV-2 |  | 8.17 429 | 2.51 516 | 8.34 360 | 8.55 553 | 1.17 219 | 11.10 426 | 1.08 141 | 30.90 574 | 27.91 534 | 12.92 359 | 15.67 335 | 11.91 365 | 14.50 542 | 11.71 364 | 4.55 367 | 0.05 326 | 0.08 324 | 0.00 1 | 0.05 339 | 0.28 320 | 0.13 237 |
|
| DN-CSS_ROB |  | 8.17 429 | 2.59 521 | 14.14 546 | 6.11 437 | 3.22 418 | 6.31 317 | 3.53 388 | 22.92 468 | 20.59 446 | 16.66 452 | 30.05 536 | 9.31 319 | 7.95 387 | 13.49 458 | 4.78 375 | 0.72 565 | 0.00 1 | 0.45 556 | 0.00 1 | 0.54 463 | 0.09 179 |
|
| RAFT_CTSACE |  | 8.24 431 | 1.97 455 | 8.39 364 | 6.89 492 | 5.11 536 | 5.86 284 | 2.63 344 | 14.62 319 | 16.88 400 | 23.52 583 | 34.77 605 | 16.02 445 | 7.37 371 | 17.91 553 | 2.23 230 | 0.00 1 | 0.12 400 | 0.00 1 | 0.03 286 | 0.39 397 | 0.05 123 |
|
| FLISNet |  | 8.30 432 | 2.00 460 | 6.75 279 | 4.58 294 | 5.15 541 | 4.16 121 | 0.50 83 | 17.99 391 | 9.24 284 | 25.03 597 | 28.22 507 | 20.23 515 | 12.47 494 | 17.93 554 | 11.49 531 | 0.00 1 | 0.10 365 | 0.00 1 | 0.05 339 | 0.08 149 | 0.05 123 |
|
| CoSv |  | 8.30 432 | 2.00 460 | 6.75 279 | 4.58 294 | 5.15 541 | 4.16 121 | 0.50 83 | 17.99 391 | 9.24 284 | 25.03 597 | 28.22 507 | 20.23 515 | 12.47 494 | 17.93 554 | 11.49 531 | 0.00 1 | 0.10 365 | 0.00 1 | 0.05 339 | 0.08 149 | 0.05 123 |
|
| GMM-Stereo |  | 8.34 434 | 1.09 166 | 6.42 265 | 6.14 440 | 2.52 368 | 10.30 400 | 9.64 569 | 23.44 473 | 10.64 306 | 17.84 479 | 29.89 532 | 17.37 474 | 7.75 381 | 11.55 351 | 4.36 360 | 0.05 326 | 0.01 51 | 0.23 512 | 0.90 616 | 0.46 423 | 6.26 659 |
|
| GANet-ADL |  | 8.36 435 | 2.31 503 | 8.44 370 | 7.39 514 | 2.65 381 | 12.58 454 | 5.24 447 | 29.55 556 | 25.24 508 | 14.19 387 | 16.70 353 | 17.07 464 | 6.91 362 | 10.65 297 | 6.26 420 | 0.38 496 | 0.39 565 | 0.10 432 | 0.12 424 | 0.75 518 | 0.28 379 |
|
| Sa-1000 |  | 8.38 436 | 1.50 317 | 8.13 352 | 7.56 523 | 0.89 177 | 14.39 492 | 2.47 331 | 24.31 484 | 23.74 491 | 15.18 414 | 28.35 510 | 11.42 356 | 8.85 408 | 16.20 530 | 3.28 306 | 0.17 412 | 0.23 507 | 0.15 473 | 0.23 489 | 0.46 423 | 0.19 314 |
|
| GwcNet-ADL |  | 8.48 437 | 1.70 394 | 9.38 430 | 7.10 501 | 2.78 391 | 6.74 338 | 6.57 506 | 30.15 561 | 26.01 519 | 15.15 412 | 17.77 362 | 13.93 409 | 6.96 363 | 12.96 439 | 9.91 505 | 0.48 528 | 0.72 620 | 0.01 267 | 0.01 212 | 0.51 452 | 0.84 517 |
|
| ARAFT |  | 8.50 438 | 3.19 546 | 16.58 583 | 5.52 379 | 0.91 182 | 12.13 446 | 11.20 601 | 17.19 372 | 18.28 424 | 18.40 500 | 16.33 348 | 17.10 465 | 8.58 399 | 18.56 562 | 5.00 386 | 0.11 382 | 0.04 178 | 0.00 1 | 0.00 1 | 0.55 467 | 0.25 364 |
|
| test_5 |  | 8.51 439 | 1.50 317 | 8.19 359 | 11.06 625 | 5.00 528 | 6.91 341 | 5.67 464 | 17.50 376 | 22.09 468 | 16.07 434 | 29.63 529 | 15.28 433 | 10.78 449 | 15.94 520 | 3.65 323 | 0.00 1 | 0.00 1 | 0.26 519 | 0.08 383 | 0.31 349 | 0.35 411 |
|
| RAFT |  | 8.51 439 | 2.16 489 | 8.93 393 | 8.14 542 | 0.81 165 | 12.63 455 | 8.49 550 | 16.34 357 | 15.56 383 | 22.31 566 | 18.99 384 | 19.29 507 | 11.39 469 | 17.57 549 | 6.05 414 | 0.01 150 | 0.19 475 | 0.27 522 | 0.02 257 | 0.64 495 | 0.45 444 |
|
| GES |  | 8.51 439 | 1.98 457 | 11.82 503 | 6.39 454 | 1.77 301 | 12.36 451 | 6.22 487 | 21.55 447 | 21.34 458 | 19.02 511 | 26.02 480 | 8.79 310 | 9.34 420 | 13.94 471 | 7.24 438 | 0.38 496 | 0.10 365 | 0.30 538 | 0.14 435 | 0.69 502 | 0.73 503 |
|
| DMCA |  | 8.51 439 | 1.90 440 | 9.96 460 | 5.16 343 | 4.14 473 | 10.29 399 | 4.46 424 | 25.52 495 | 19.55 434 | 16.33 442 | 20.69 411 | 17.59 475 | 11.26 463 | 10.42 288 | 11.36 530 | 0.50 532 | 0.08 324 | 0.35 544 | 0.05 339 | 0.36 380 | 0.31 395 |
|
| PSM-AAD |  | 8.62 443 | 1.22 208 | 5.69 232 | 6.31 450 | 1.12 208 | 12.74 457 | 10.01 577 | 19.29 416 | 15.25 373 | 21.54 559 | 25.11 469 | 14.24 412 | 13.47 513 | 12.15 394 | 3.93 344 | 0.01 150 | 0.06 256 | 2.48 650 | 0.16 447 | 0.38 394 | 7.28 675 |
|
| FTStereo |  | 8.67 444 | 1.13 178 | 6.04 250 | 6.04 430 | 2.39 361 | 7.86 366 | 12.05 615 | 17.72 381 | 8.33 268 | 20.16 533 | 41.41 649 | 16.10 449 | 12.64 499 | 10.80 307 | 4.37 361 | 0.18 415 | 0.01 51 | 0.09 413 | 0.16 447 | 0.15 224 | 5.71 653 |
|
| iRaft-Stereo_5w |  | 8.70 445 | 1.81 432 | 9.33 428 | 5.83 405 | 3.78 448 | 4.87 193 | 11.12 600 | 15.86 351 | 14.80 367 | 15.23 415 | 26.36 486 | 21.49 526 | 12.91 506 | 15.94 520 | 12.73 540 | 0.58 543 | 0.05 217 | 0.08 401 | 0.09 399 | 0.85 528 | 0.33 401 |
|
| test_sample3 |  | 8.76 446 | 1.62 369 | 9.99 463 | 5.21 355 | 2.61 375 | 17.43 561 | 5.37 450 | 26.91 518 | 19.77 437 | 17.13 463 | 20.82 417 | 16.55 454 | 9.70 429 | 12.52 419 | 8.59 485 | 0.21 432 | 0.07 286 | 0.05 355 | 0.04 310 | 0.39 397 | 0.30 387 |
|
| IRAFT_RVC |  | 8.76 446 | 1.47 297 | 9.55 437 | 7.31 508 | 1.77 301 | 6.49 326 | 10.43 588 | 25.94 504 | 27.33 529 | 17.50 473 | 19.85 397 | 17.93 482 | 10.21 438 | 12.88 433 | 5.44 403 | 0.17 412 | 0.30 545 | 0.19 496 | 0.05 339 | 0.22 267 | 0.12 220 |
|
| HCRNet |  | 8.80 448 | 1.43 285 | 7.74 332 | 14.41 662 | 5.25 547 | 10.85 418 | 2.56 340 | 26.07 507 | 18.04 421 | 15.48 419 | 25.03 467 | 18.63 497 | 9.93 433 | 13.01 443 | 6.76 429 | 0.04 299 | 0.04 178 | 0.10 432 | 0.01 212 | 0.18 250 | 0.38 418 |
|
| DEmStereo |  | 8.85 449 | 1.36 261 | 9.99 463 | 4.24 259 | 1.05 199 | 11.49 431 | 5.91 469 | 13.76 305 | 26.68 525 | 22.03 564 | 32.92 584 | 11.86 364 | 15.27 559 | 11.48 346 | 8.08 473 | 0.16 408 | 0.15 440 | 0.02 300 | 0.09 399 | 0.09 160 | 0.44 439 |
|
| SFCPSM |  | 8.85 449 | 1.40 276 | 11.34 495 | 5.23 359 | 3.47 434 | 16.55 550 | 7.18 528 | 30.71 572 | 25.24 508 | 16.45 445 | 19.45 389 | 11.10 351 | 9.61 426 | 11.88 373 | 5.52 405 | 0.22 438 | 0.17 458 | 0.36 547 | 0.22 480 | 0.29 328 | 0.58 475 |
|
| Selective-IGEV-i1 |  | 8.86 451 | 1.33 251 | 10.58 478 | 5.92 416 | 2.99 407 | 13.65 476 | 10.07 579 | 24.12 482 | 28.99 542 | 14.85 399 | 19.75 395 | 18.80 498 | 6.10 322 | 11.22 337 | 5.69 408 | 0.10 375 | 0.29 541 | 0.92 604 | 1.10 631 | 0.26 306 | 0.51 457 |
|
| GrayStereo |  | 8.86 451 | 1.17 193 | 6.94 292 | 8.09 540 | 2.82 393 | 10.58 409 | 11.40 606 | 17.93 389 | 15.74 386 | 22.43 569 | 30.95 550 | 17.80 479 | 12.44 493 | 11.19 334 | 4.57 368 | 0.02 237 | 0.02 112 | 0.18 488 | 0.79 612 | 0.31 349 | 1.90 593 |
|
| anonymousa |  | 9.03 453 | 1.62 369 | 8.03 349 | 4.19 254 | 5.53 567 | 15.37 514 | 3.81 400 | 18.55 401 | 21.20 456 | 18.28 492 | 30.99 551 | 20.79 518 | 13.42 511 | 10.58 291 | 7.57 451 | 0.00 1 | 0.05 217 | 0.29 534 | 0.18 454 | 0.10 184 | 0.11 209 |
|
| KYRaft |  | 9.04 454 | 1.11 171 | 7.02 296 | 6.50 462 | 0.97 190 | 8.27 374 | 8.19 542 | 22.86 467 | 8.20 263 | 21.30 556 | 31.38 558 | 22.64 539 | 8.20 394 | 11.99 377 | 2.96 278 | 0.02 237 | 0.02 112 | 0.05 355 | 0.68 605 | 0.40 402 | 18.09 709 |
|
| DFGA-Net |  | 9.06 455 | 3.56 555 | 17.96 599 | 5.71 395 | 3.89 453 | 10.76 412 | 3.08 366 | 25.17 491 | 29.50 543 | 16.21 437 | 18.47 377 | 9.49 324 | 6.31 336 | 15.80 511 | 12.54 537 | 0.05 326 | 0.00 1 | 0.06 378 | 0.09 399 | 1.76 583 | 0.83 515 |
|
| rvit_stereo_0075_2 |  | 9.10 456 | 3.87 567 | 19.26 610 | 11.81 638 | 8.82 657 | 5.75 274 | 4.40 420 | 22.77 465 | 17.68 415 | 11.90 330 | 28.34 509 | 16.05 448 | 6.35 338 | 14.30 479 | 7.67 459 | 0.52 537 | 0.34 560 | 0.51 563 | 0.08 383 | 0.38 394 | 1.14 554 |
|
| test_sample4 |  | 9.10 456 | 1.65 377 | 9.91 458 | 5.19 352 | 2.57 373 | 16.59 552 | 5.38 452 | 27.37 523 | 19.80 439 | 17.80 478 | 27.52 500 | 15.01 426 | 11.21 462 | 12.69 425 | 8.15 476 | 0.21 432 | 0.07 286 | 0.06 378 | 0.03 286 | 0.43 411 | 0.30 387 |
|
| BUS |  | 9.20 458 | 1.48 304 | 7.93 339 | 6.74 483 | 3.96 458 | 17.62 567 | 2.79 352 | 33.06 607 | 21.58 461 | 17.99 484 | 21.34 424 | 14.49 417 | 9.40 422 | 14.18 474 | 10.57 517 | 0.19 419 | 0.13 416 | 0.14 466 | 0.04 310 | 0.30 337 | 0.09 179 |
|
| rvit_0105_3 |  | 9.23 459 | 3.67 558 | 17.68 595 | 11.75 636 | 1.89 318 | 9.37 391 | 8.48 549 | 18.68 402 | 30.64 560 | 15.02 404 | 14.72 324 | 17.87 481 | 9.94 434 | 15.66 507 | 6.54 424 | 0.36 491 | 0.43 578 | 0.01 267 | 0.41 568 | 0.50 448 | 1.01 541 |
|
| MyStereo04 |  | 9.24 460 | 1.92 447 | 8.78 389 | 6.09 433 | 4.31 486 | 6.54 328 | 9.96 575 | 32.24 598 | 41.99 645 | 14.26 389 | 11.98 298 | 12.00 370 | 12.01 484 | 13.93 469 | 7.53 447 | 0.06 347 | 0.10 365 | 0.03 320 | 0.04 310 | 0.63 491 | 0.30 387 |
|
| CoDeX |  | 9.24 460 | 1.77 422 | 9.54 436 | 6.08 432 | 3.79 450 | 16.45 547 | 6.76 514 | 26.15 508 | 25.03 506 | 17.18 465 | 25.12 470 | 14.69 422 | 11.68 478 | 12.22 396 | 6.71 428 | 0.30 475 | 0.20 481 | 0.15 473 | 0.02 257 | 0.23 282 | 0.68 493 |
|
| CrosDoStereo |  | 9.24 460 | 1.29 236 | 8.16 356 | 4.56 292 | 1.04 196 | 7.52 358 | 15.00 644 | 15.85 349 | 24.31 498 | 24.27 586 | 33.44 593 | 13.37 399 | 13.82 521 | 12.23 397 | 8.86 491 | 0.01 150 | 0.11 387 | 0.09 413 | 0.04 310 | 0.36 380 | 0.53 461 |
|
| DeepStereo_LL |  | 9.24 460 | 1.29 236 | 8.16 356 | 4.56 292 | 1.04 196 | 7.52 358 | 15.00 644 | 15.85 349 | 24.31 498 | 24.27 586 | 33.44 593 | 13.37 399 | 13.82 521 | 12.23 397 | 8.86 491 | 0.01 150 | 0.11 387 | 0.09 413 | 0.04 310 | 0.36 380 | 0.53 461 |
|
| DRaft |  | 9.27 464 | 1.23 213 | 9.08 413 | 3.62 207 | 0.78 158 | 13.27 468 | 5.89 468 | 16.97 367 | 29.57 545 | 21.15 554 | 38.46 632 | 10.09 335 | 13.98 527 | 11.58 354 | 7.91 465 | 0.43 516 | 0.30 545 | 0.06 378 | 0.26 511 | 0.26 306 | 0.45 444 |
|
| MyStereo05 |  | 9.29 465 | 1.76 416 | 8.95 397 | 6.19 442 | 4.40 494 | 7.09 346 | 9.95 573 | 31.21 578 | 40.82 637 | 17.31 468 | 12.93 310 | 10.33 338 | 12.52 497 | 13.93 469 | 7.05 435 | 0.06 347 | 0.10 365 | 0.02 300 | 0.04 310 | 0.73 512 | 0.29 384 |
|
| MLCV |  | 9.32 466 | 2.22 496 | 12.55 515 | 5.22 357 | 1.32 240 | 13.79 479 | 1.35 168 | 21.14 444 | 23.65 487 | 21.91 562 | 31.37 557 | 17.14 466 | 7.57 374 | 16.00 524 | 10.18 511 | 0.22 438 | 0.01 51 | 0.03 320 | 0.02 257 | 0.40 402 | 0.29 384 |
|
| DispNO |  | 9.33 467 | 1.78 425 | 15.84 573 | 5.73 397 | 5.74 580 | 12.24 448 | 4.81 439 | 25.06 489 | 21.10 453 | 16.70 455 | 20.86 418 | 17.78 478 | 11.76 479 | 16.74 540 | 8.85 490 | 0.22 438 | 0.15 440 | 0.03 320 | 0.12 424 | 0.41 405 | 0.64 488 |
|
| test_sample5 |  | 9.36 468 | 1.61 363 | 9.63 442 | 5.30 363 | 2.52 368 | 15.42 517 | 6.00 476 | 27.25 521 | 19.96 440 | 18.36 498 | 31.81 567 | 15.99 443 | 11.29 464 | 13.21 448 | 7.66 457 | 0.23 448 | 0.08 324 | 0.07 390 | 0.04 310 | 0.48 434 | 0.34 405 |
|
| BEATNet_4x |  | 9.37 469 | 4.85 584 | 12.05 510 | 5.48 377 | 1.35 252 | 13.15 466 | 6.15 485 | 25.06 489 | 16.74 399 | 16.18 436 | 24.65 465 | 17.29 472 | 12.51 496 | 16.91 543 | 10.92 523 | 0.38 496 | 0.18 467 | 0.81 596 | 0.05 339 | 1.95 589 | 0.65 490 |
|
| DNS |  | 9.38 470 | 14.54 673 | 3.54 65 | 2.57 85 | 1.33 245 | 3.06 67 | 1.47 177 | 9.42 190 | 3.79 135 | 1.36 53 | 4.88 160 | 3.61 177 | 3.07 164 | 29.11 651 | 22.21 618 | 0.13 393 | 3.45 686 | 0.42 553 | 0.41 568 | 38.21 717 | 40.94 725 |
|
| THIR-Stereo |  | 9.38 470 | 1.78 425 | 8.50 376 | 4.74 301 | 0.71 139 | 15.92 527 | 11.93 613 | 16.39 358 | 21.56 460 | 24.27 586 | 32.07 571 | 14.40 414 | 14.14 531 | 11.49 347 | 8.39 481 | 0.05 326 | 0.25 526 | 0.10 432 | 0.05 339 | 0.33 367 | 0.58 475 |
|
| ff1 |  | 9.41 472 | 1.43 285 | 9.67 446 | 5.70 390 | 3.44 429 | 11.96 441 | 6.35 490 | 18.45 398 | 16.31 394 | 15.83 428 | 31.44 561 | 17.22 468 | 10.87 452 | 16.19 527 | 21.98 614 | 0.00 1 | 0.05 217 | 0.80 591 | 0.08 383 | 0.26 306 | 0.14 248 |
|
| G2L-ROB |  | 9.43 473 | 1.49 311 | 8.01 347 | 5.66 387 | 4.08 468 | 11.74 434 | 7.70 539 | 29.33 551 | 18.14 422 | 19.72 523 | 21.64 432 | 22.32 537 | 11.02 457 | 16.47 534 | 10.74 522 | 0.02 237 | 0.01 51 | 0.00 1 | 0.00 1 | 0.19 254 | 0.33 401 |
|
| GANet-RSSM |  | 9.48 474 | 1.32 248 | 6.45 267 | 6.72 482 | 5.51 566 | 12.78 459 | 6.03 481 | 26.55 512 | 18.96 432 | 14.92 400 | 27.95 503 | 25.41 574 | 14.69 546 | 13.52 461 | 7.60 454 | 0.10 375 | 0.10 365 | 0.16 481 | 0.01 212 | 0.51 452 | 0.39 421 |
|
| UCFNet_RVC |  | 9.48 474 | 2.12 486 | 4.89 155 | 7.03 495 | 3.78 448 | 16.05 530 | 6.37 494 | 28.25 535 | 20.00 442 | 15.93 432 | 23.07 450 | 25.21 571 | 12.79 501 | 12.57 420 | 8.01 469 | 0.07 358 | 0.04 178 | 1.17 618 | 0.23 489 | 1.31 564 | 0.69 495 |
|
| DualNet |  | 9.49 476 | 1.61 363 | 9.63 442 | 5.30 363 | 2.52 368 | 15.42 517 | 6.00 476 | 27.25 521 | 19.96 440 | 19.40 515 | 33.22 589 | 15.99 443 | 11.29 464 | 13.21 448 | 7.66 457 | 0.23 448 | 0.08 324 | 0.07 390 | 0.04 310 | 0.48 434 | 0.34 405 |
|
| CFNet_pseudo |  | 9.58 477 | 1.91 443 | 10.73 483 | 4.53 288 | 2.91 400 | 14.26 489 | 2.75 349 | 26.73 516 | 32.14 577 | 17.10 462 | 23.02 449 | 22.14 534 | 8.74 405 | 12.17 395 | 7.43 441 | 0.20 427 | 0.45 585 | 1.24 627 | 0.24 499 | 2.49 602 | 0.49 455 |
|
| Anonymous3 |  | 9.60 478 | 3.45 552 | 29.83 651 | 9.58 580 | 4.75 514 | 24.51 617 | 10.20 585 | 24.04 479 | 18.77 429 | 10.42 312 | 14.64 323 | 7.97 299 | 8.75 406 | 14.05 473 | 5.80 410 | 2.44 646 | 1.39 649 | 0.08 401 | 0.06 362 | 0.73 512 | 0.48 451 |
|
| ccs_rob |  | 9.61 479 | 1.92 447 | 10.72 482 | 4.55 290 | 2.89 397 | 14.33 491 | 2.86 358 | 26.85 517 | 32.36 580 | 17.05 460 | 22.91 448 | 22.12 533 | 8.70 403 | 12.10 391 | 7.44 442 | 0.19 419 | 0.44 580 | 1.38 629 | 0.25 505 | 2.68 605 | 0.57 472 |
|
| PCWNet_CMD |  | 9.64 480 | 1.77 422 | 10.59 479 | 4.80 307 | 2.90 398 | 16.25 544 | 2.42 330 | 29.37 553 | 34.10 594 | 17.41 469 | 22.04 438 | 19.10 503 | 7.70 377 | 12.05 383 | 6.86 430 | 0.22 438 | 0.45 585 | 0.80 591 | 0.22 480 | 3.11 617 | 0.69 495 |
|
| MSMDNet |  | 9.64 480 | 1.77 422 | 10.63 480 | 4.83 308 | 2.90 398 | 16.35 545 | 2.37 323 | 29.33 551 | 34.29 597 | 17.43 471 | 22.10 440 | 19.05 502 | 7.79 383 | 12.11 393 | 6.87 431 | 0.23 448 | 0.46 587 | 0.67 580 | 0.21 477 | 2.77 608 | 0.60 478 |
|
| DCVSM-stereo |  | 9.70 482 | 1.83 433 | 11.36 496 | 5.81 402 | 3.59 438 | 10.57 407 | 3.00 362 | 18.71 403 | 22.11 469 | 23.79 584 | 19.02 385 | 29.73 600 | 17.68 591 | 13.33 453 | 9.11 496 | 0.21 432 | 1.14 643 | 0.27 522 | 0.06 362 | 0.75 518 | 1.89 592 |
|
| BSDual-CNN |  | 9.70 482 | 1.48 304 | 7.93 339 | 6.74 483 | 3.96 458 | 16.10 534 | 7.13 525 | 33.06 607 | 21.58 461 | 17.99 484 | 21.34 424 | 22.28 535 | 11.53 472 | 14.18 474 | 7.81 460 | 0.19 419 | 0.13 416 | 0.14 466 | 0.04 310 | 0.30 337 | 0.09 179 |
|
| PSMNet-RSSM |  | 9.71 484 | 1.73 398 | 6.09 252 | 7.47 519 | 4.27 480 | 10.06 396 | 6.00 476 | 29.14 547 | 21.74 465 | 15.76 426 | 32.88 583 | 22.63 538 | 13.18 508 | 12.94 438 | 9.12 497 | 0.09 367 | 0.02 112 | 0.07 390 | 0.10 411 | 0.70 505 | 0.24 357 |
|
| SCION-MonSter(vits) |   | 9.72 485 | 0.74 46 | 3.64 71 | 2.27 43 | 1.61 278 | 6.03 302 | 0.13 38 | 22.99 469 | 42.66 647 | 1.35 44 | 35.14 606 | 16.24 450 | 12.78 500 | 18.37 560 | 22.26 619 | 0.82 584 | 0.16 451 | 1.03 610 | 1.11 634 | 3.99 634 | 1.05 544 |
|
| IER |  | 9.78 486 | 1.55 334 | 9.97 461 | 4.51 286 | 5.23 544 | 13.78 477 | 5.11 444 | 26.66 514 | 22.79 478 | 19.69 522 | 29.45 526 | 16.42 451 | 18.52 603 | 13.64 466 | 7.57 451 | 0.06 347 | 0.03 153 | 0.18 488 | 0.09 399 | 0.18 250 | 0.23 350 |
|
| test_sample6 |  | 9.79 487 | 1.61 363 | 9.84 455 | 5.35 369 | 2.35 359 | 15.59 521 | 6.60 508 | 28.40 536 | 20.96 450 | 19.40 515 | 33.22 589 | 17.17 467 | 11.58 476 | 13.43 457 | 8.82 489 | 0.26 465 | 0.10 365 | 0.10 432 | 0.06 362 | 0.50 448 | 0.41 429 |
|
| psmg |  | 9.80 488 | 1.48 304 | 7.93 339 | 5.18 349 | 3.96 458 | 15.85 526 | 7.93 541 | 29.11 546 | 21.58 461 | 20.93 545 | 25.06 468 | 22.28 535 | 11.53 472 | 14.18 474 | 7.81 460 | 0.19 419 | 0.13 416 | 0.17 483 | 0.04 310 | 0.36 380 | 0.21 331 |
|
| gwcnet-sp |  | 9.81 489 | 2.82 528 | 13.47 533 | 5.99 423 | 4.27 480 | 16.20 540 | 5.91 469 | 25.55 496 | 24.34 501 | 21.01 547 | 20.69 411 | 15.22 429 | 14.96 551 | 14.50 486 | 9.97 506 | 0.05 326 | 0.15 440 | 0.02 300 | 0.08 383 | 0.49 443 | 0.51 457 |
|
| scenet |  | 9.81 489 | 2.82 528 | 13.47 533 | 5.99 423 | 4.27 480 | 16.20 540 | 5.91 469 | 25.55 496 | 24.34 501 | 21.01 547 | 20.69 411 | 15.22 429 | 14.96 551 | 14.50 486 | 9.97 506 | 0.05 326 | 0.15 440 | 0.02 300 | 0.08 383 | 0.49 443 | 0.51 457 |
|
| ssnet |  | 9.81 489 | 2.82 528 | 13.47 533 | 5.99 423 | 4.27 480 | 16.20 540 | 5.91 469 | 25.55 496 | 24.34 501 | 21.01 547 | 20.69 411 | 15.22 429 | 14.96 551 | 14.50 486 | 9.97 506 | 0.05 326 | 0.15 440 | 0.02 300 | 0.08 383 | 0.49 443 | 0.51 457 |
|
| CCAANet |  | 9.84 492 | 1.49 311 | 9.29 424 | 6.41 456 | 5.05 531 | 12.91 461 | 3.79 398 | 28.06 532 | 22.91 479 | 15.23 415 | 36.91 618 | 18.50 495 | 10.70 447 | 16.74 540 | 8.06 472 | 0.12 388 | 0.00 1 | 0.27 522 | 0.01 212 | 0.20 258 | 0.15 269 |
|
| CFNet-ft |   | 9.87 493 | 2.18 494 | 5.49 211 | 7.45 517 | 5.25 547 | 15.76 523 | 5.98 474 | 21.89 454 | 21.87 466 | 14.96 401 | 30.02 534 | 25.68 575 | 13.68 517 | 12.46 413 | 10.94 525 | 0.08 362 | 0.06 256 | 1.83 635 | 0.22 480 | 1.09 545 | 0.43 436 |
|
| CFNet_RVC |  | 9.87 493 | 2.18 494 | 5.49 211 | 7.45 517 | 5.25 547 | 15.76 523 | 5.98 474 | 21.89 454 | 21.87 466 | 14.96 401 | 30.02 534 | 25.68 575 | 13.68 517 | 12.46 413 | 10.94 525 | 0.08 362 | 0.06 256 | 1.83 635 | 0.22 480 | 1.09 545 | 0.43 436 |
|
| PSMNet-ADL |  | 9.88 495 | 2.01 468 | 6.80 285 | 9.18 567 | 4.26 479 | 15.11 508 | 3.50 383 | 27.12 520 | 24.42 504 | 14.72 395 | 18.96 383 | 25.32 573 | 13.43 512 | 15.76 510 | 14.04 554 | 0.79 578 | 0.78 626 | 0.00 1 | 0.02 257 | 0.26 306 | 1.18 559 |
|
| qqq1 |  | 9.96 496 | 1.37 264 | 13.37 527 | 4.41 278 | 1.30 234 | 14.40 495 | 3.29 372 | 30.25 563 | 29.81 549 | 19.55 517 | 29.37 519 | 18.06 486 | 14.40 538 | 15.42 501 | 3.18 299 | 0.38 496 | 0.21 489 | 0.00 1 | 0.01 212 | 0.29 328 | 0.18 297 |
|
| fff1 |  | 9.96 496 | 1.37 264 | 13.37 527 | 4.41 278 | 1.30 234 | 14.40 495 | 3.29 372 | 30.25 563 | 29.81 549 | 19.55 517 | 29.37 519 | 18.06 486 | 14.40 538 | 15.42 501 | 3.18 299 | 0.38 496 | 0.21 489 | 0.00 1 | 0.01 212 | 0.29 328 | 0.18 297 |
|
| UGAM |  | 10.01 498 | 1.28 232 | 9.19 422 | 6.53 465 | 4.31 486 | 6.72 336 | 10.45 590 | 15.31 332 | 25.98 517 | 20.56 539 | 27.42 499 | 22.70 540 | 11.49 470 | 26.30 637 | 10.64 521 | 0.00 1 | 0.00 1 | 0.46 557 | 0.03 286 | 0.39 397 | 0.43 436 |
|
| UDGNet |  | 10.05 499 | 13.89 671 | 10.00 467 | 9.36 571 | 2.69 382 | 7.82 364 | 1.88 275 | 18.86 408 | 34.64 599 | 17.52 475 | 13.70 315 | 13.40 401 | 7.18 368 | 13.01 443 | 6.30 423 | 5.30 673 | 0.08 324 | 12.57 697 | 2.80 663 | 8.19 671 | 1.71 586 |
|
| Selective-IGEV-i16pc |  | 10.06 500 | 1.72 397 | 15.71 571 | 5.65 384 | 1.66 286 | 36.81 683 | 11.67 609 | 18.83 407 | 26.73 526 | 10.16 306 | 21.57 428 | 15.78 439 | 7.07 364 | 14.19 477 | 8.16 477 | 2.15 637 | 0.94 638 | 0.26 519 | 0.53 593 | 0.77 521 | 0.87 523 |
|
| cf-r |  | 10.06 500 | 1.60 358 | 7.99 345 | 5.82 403 | 5.70 577 | 12.92 462 | 4.78 434 | 24.18 483 | 27.47 532 | 16.91 459 | 31.02 552 | 25.12 570 | 14.05 528 | 11.63 361 | 11.01 528 | 0.03 278 | 0.03 153 | 0.05 355 | 0.03 286 | 0.43 411 | 0.39 421 |
|
| ICVP |  | 10.07 502 | 1.73 398 | 6.11 253 | 9.08 563 | 3.31 423 | 12.25 449 | 6.56 505 | 26.30 510 | 22.52 474 | 16.49 447 | 31.80 566 | 26.94 586 | 12.42 492 | 11.35 342 | 10.92 523 | 1.17 616 | 0.57 609 | 0.17 483 | 0.10 411 | 0.58 480 | 1.07 549 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| G2L-Stereo |  | 10.09 503 | 1.97 455 | 9.53 435 | 7.09 499 | 4.21 476 | 9.10 385 | 8.53 551 | 29.05 545 | 22.51 473 | 19.28 514 | 25.57 476 | 22.70 540 | 10.67 446 | 15.44 505 | 14.88 564 | 0.25 460 | 0.04 178 | 0.08 401 | 0.01 212 | 0.36 380 | 0.42 432 |
|
| hknet |  | 10.13 504 | 1.56 344 | 10.27 473 | 6.74 483 | 3.72 445 | 16.10 534 | 7.13 525 | 33.06 607 | 21.12 454 | 17.99 484 | 21.34 424 | 23.11 543 | 14.95 550 | 16.43 533 | 8.34 480 | 0.14 396 | 0.13 416 | 0.14 466 | 0.04 310 | 0.30 337 | 0.09 179 |
|
| AdaStereo |  | 10.22 505 | 3.63 556 | 9.14 420 | 9.15 565 | 3.24 420 | 15.79 525 | 5.39 457 | 31.94 588 | 25.42 510 | 18.39 499 | 26.47 487 | 19.44 508 | 9.50 424 | 16.60 538 | 8.59 485 | 0.44 518 | 0.05 217 | 0.40 552 | 0.00 1 | 0.57 476 | 0.16 278 |
| Xiao Song, Guorun Yang, Xinge Zhu, Hui Zhou, Zhe Wang, Jianping Shi: AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021. |
| DNSM |  | 10.24 506 | 13.15 665 | 3.65 76 | 3.15 149 | 1.21 224 | 4.01 115 | 1.52 190 | 9.58 197 | 4.09 141 | 3.14 158 | 3.64 107 | 2.67 152 | 4.96 269 | 29.52 656 | 33.91 681 | 0.09 367 | 3.30 683 | 0.00 1 | 0.29 525 | 41.94 720 | 41.00 726 |
|
| CFNet_ucs |  | 10.25 507 | 1.91 443 | 11.88 504 | 4.98 320 | 4.08 468 | 15.11 508 | 3.57 392 | 28.02 531 | 31.98 576 | 18.21 491 | 25.20 471 | 23.27 546 | 9.38 421 | 13.38 454 | 7.22 437 | 0.23 448 | 0.81 627 | 1.65 634 | 0.22 480 | 3.01 613 | 0.93 531 |
|
| iResNet |  | 10.26 508 | 3.10 543 | 15.72 572 | 7.35 510 | 2.13 340 | 13.86 482 | 7.07 522 | 22.80 466 | 28.01 535 | 20.10 531 | 30.40 540 | 16.79 456 | 11.06 458 | 14.46 485 | 10.29 516 | 0.39 506 | 0.05 217 | 0.00 1 | 0.07 374 | 0.73 512 | 0.73 503 |
|
| RAFT + AFF |  | 10.27 509 | 3.77 561 | 17.13 585 | 10.24 602 | 4.97 523 | 13.08 464 | 11.52 607 | 25.69 499 | 25.80 513 | 14.72 395 | 16.12 344 | 19.16 504 | 11.35 468 | 16.24 531 | 9.04 495 | 0.30 475 | 1.46 651 | 0.66 579 | 0.20 473 | 2.03 595 | 1.94 594 |
|
| ACVNet |  | 10.36 510 | 1.68 390 | 5.49 211 | 6.01 426 | 2.75 388 | 12.78 459 | 3.56 390 | 21.89 454 | 34.81 600 | 14.96 401 | 30.78 546 | 24.72 566 | 13.88 525 | 15.81 512 | 17.20 581 | 0.13 393 | 0.01 51 | 0.06 378 | 0.06 362 | 0.51 452 | 0.15 269 |
|
| G2L-Stereo_test |  | 10.39 511 | 1.61 363 | 7.86 335 | 4.75 304 | 4.34 490 | 11.83 436 | 11.94 614 | 32.49 599 | 22.58 475 | 23.08 578 | 24.40 461 | 21.48 525 | 11.95 483 | 15.64 506 | 13.00 541 | 0.04 299 | 0.06 256 | 0.01 267 | 0.02 257 | 0.32 359 | 0.37 415 |
|
| RT-IGEV |  | 10.44 512 | 1.62 369 | 11.92 505 | 5.95 419 | 2.23 348 | 21.30 596 | 14.50 637 | 29.47 554 | 24.30 497 | 21.51 558 | 20.17 400 | 23.81 555 | 12.18 487 | 13.13 447 | 4.90 384 | 0.10 375 | 0.27 534 | 0.05 355 | 0.37 558 | 0.52 459 | 0.55 466 |
|
| test_sample7 |  | 10.45 513 | 2.24 499 | 9.90 457 | 5.32 365 | 2.01 332 | 14.98 505 | 7.44 534 | 28.75 539 | 23.91 494 | 24.38 591 | 21.03 420 | 24.64 562 | 17.82 594 | 13.58 463 | 9.82 502 | 0.59 547 | 0.87 632 | 0.39 551 | 0.12 424 | 0.66 501 | 0.47 447 |
|
| tta |  | 10.45 513 | 1.37 264 | 13.37 527 | 4.41 278 | 1.30 234 | 14.39 492 | 3.29 372 | 30.25 563 | 29.81 549 | 19.55 517 | 29.37 519 | 18.06 486 | 14.40 538 | 15.42 501 | 12.69 538 | 0.38 496 | 0.21 489 | 0.28 530 | 0.03 286 | 0.29 328 | 0.18 297 |
|
| SMFormer |  | 10.46 515 | 1.37 264 | 13.37 527 | 4.41 278 | 1.30 234 | 14.40 495 | 3.29 372 | 30.25 563 | 29.81 549 | 19.55 517 | 29.37 519 | 18.06 486 | 14.40 538 | 15.42 501 | 12.70 539 | 0.38 496 | 0.21 489 | 0.28 530 | 0.03 286 | 0.33 367 | 0.31 395 |
|
| ToySt |  | 10.51 516 | 2.00 460 | 15.67 570 | 5.33 366 | 0.95 188 | 14.97 504 | 9.51 565 | 24.02 478 | 27.37 530 | 14.61 393 | 24.67 466 | 24.56 560 | 14.70 547 | 16.86 542 | 13.35 546 | 0.06 347 | 0.23 507 | 0.03 320 | 0.09 399 | 0.62 488 | 0.67 492 |
|
| AACVNet |  | 10.58 517 | 2.86 531 | 9.78 454 | 8.95 560 | 3.30 422 | 10.80 416 | 4.78 434 | 22.37 460 | 12.55 330 | 27.50 625 | 29.84 531 | 30.06 606 | 15.99 568 | 19.10 571 | 11.60 533 | 0.40 509 | 0.18 467 | 0.22 508 | 0.03 286 | 0.62 488 | 0.73 503 |
|
| GwcNet-RSSM |  | 10.65 518 | 1.94 451 | 8.57 380 | 6.89 492 | 5.26 550 | 12.26 450 | 5.21 446 | 25.80 502 | 31.50 567 | 16.67 453 | 33.52 595 | 23.70 553 | 13.88 525 | 12.84 431 | 13.67 550 | 0.05 326 | 0.10 365 | 0.14 466 | 0.02 257 | 0.65 497 | 0.39 421 |
|
| CFNet |  | 10.67 519 | 2.33 504 | 8.90 392 | 6.66 477 | 4.09 470 | 16.05 530 | 4.26 419 | 30.44 569 | 31.01 563 | 18.53 501 | 26.48 488 | 23.69 552 | 13.68 517 | 15.27 495 | 10.59 520 | 0.05 326 | 0.02 112 | 0.44 554 | 0.05 339 | 0.73 512 | 0.23 350 |
|
| DDVS |  | 10.70 520 | 3.00 539 | 11.95 506 | 6.84 490 | 3.80 451 | 15.73 522 | 2.83 356 | 23.57 474 | 17.37 409 | 20.98 546 | 29.89 532 | 31.40 616 | 8.70 403 | 19.22 574 | 13.19 544 | 0.74 571 | 1.53 654 | 0.07 390 | 0.21 477 | 0.84 527 | 2.11 600 |
|
| mmx |  | 10.71 521 | 1.43 285 | 9.67 446 | 5.70 390 | 3.44 429 | 11.96 441 | 6.35 490 | 32.18 592 | 28.03 536 | 15.83 428 | 31.44 561 | 17.22 468 | 10.87 452 | 16.19 527 | 21.98 614 | 0.22 438 | 0.06 256 | 0.80 591 | 0.08 383 | 0.48 434 | 0.21 331 |
|
| xxx |   | 10.71 521 | 1.43 285 | 9.67 446 | 5.70 390 | 3.44 429 | 11.96 441 | 6.35 490 | 32.18 592 | 28.03 536 | 15.83 428 | 31.44 561 | 17.22 468 | 10.87 452 | 16.19 527 | 21.98 614 | 0.22 438 | 0.06 256 | 0.80 591 | 0.08 383 | 0.48 434 | 0.21 331 |
|
| NINENet |  | 10.74 523 | 2.29 501 | 10.44 476 | 8.03 539 | 5.09 533 | 17.62 567 | 2.79 352 | 38.69 665 | 33.24 588 | 18.35 497 | 26.31 485 | 14.49 417 | 9.40 422 | 15.88 515 | 10.57 517 | 0.41 511 | 0.21 489 | 0.29 534 | 0.00 1 | 0.42 409 | 0.23 350 |
|
| LMCR-Stereo |   | 10.75 524 | 4.13 572 | 10.67 481 | 13.11 649 | 3.99 463 | 16.68 553 | 5.91 469 | 25.30 493 | 22.69 476 | 22.04 565 | 21.80 433 | 14.67 421 | 14.24 534 | 20.55 601 | 15.86 570 | 1.90 632 | 0.04 178 | 0.00 1 | 0.02 257 | 1.29 561 | 0.18 297 |
|
| DeepPruner_ROB |  | 10.77 525 | 4.56 578 | 13.13 522 | 6.37 452 | 4.28 485 | 10.14 397 | 6.86 516 | 36.42 646 | 19.59 435 | 17.87 480 | 27.37 498 | 23.19 545 | 12.26 488 | 19.09 570 | 10.23 514 | 1.05 609 | 0.48 591 | 0.23 512 | 0.15 444 | 0.89 533 | 1.17 557 |
|
| LL-Strereo |  | 10.79 526 | 3.52 554 | 12.54 514 | 8.77 556 | 5.44 563 | 7.49 355 | 9.26 561 | 35.15 633 | 28.70 541 | 16.47 446 | 15.85 340 | 21.06 522 | 17.42 589 | 21.62 607 | 9.72 501 | 0.21 432 | 0.22 499 | 0.74 585 | 0.08 383 | 0.98 539 | 0.60 478 |
|
| DAS |  | 10.80 527 | 2.03 473 | 13.96 542 | 9.01 561 | 6.23 597 | 14.67 501 | 7.38 532 | 21.59 448 | 32.58 583 | 18.67 504 | 28.13 505 | 19.20 505 | 17.08 583 | 16.54 536 | 7.31 439 | 0.58 543 | 0.01 51 | 0.29 534 | 0.01 212 | 0.47 431 | 0.20 319 |
|
| GMStereo_Zeroshot |   | 10.83 528 | 7.81 630 | 19.95 618 | 9.55 578 | 2.47 367 | 11.83 436 | 1.31 160 | 20.84 439 | 20.52 444 | 22.73 572 | 35.93 611 | 24.76 568 | 5.94 313 | 19.68 578 | 7.04 434 | 0.45 520 | 0.02 112 | 0.25 516 | 0.01 212 | 5.38 653 | 0.19 314 |
|
| HSM-Net_RVC |   | 10.88 529 | 1.23 213 | 5.46 206 | 5.57 380 | 2.63 379 | 20.12 586 | 6.06 483 | 27.67 527 | 28.35 540 | 20.63 541 | 25.51 474 | 34.01 639 | 14.38 537 | 16.18 526 | 9.29 498 | 0.11 382 | 0.07 286 | 0.01 267 | 0.00 1 | 0.13 210 | 0.14 248 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| NOSS_ROB |  | 10.99 530 | 3.81 564 | 6.88 288 | 6.69 479 | 2.30 354 | 16.06 532 | 10.94 595 | 30.06 560 | 32.41 581 | 16.10 435 | 18.72 380 | 22.78 542 | 14.21 533 | 17.52 548 | 8.62 487 | 2.35 641 | 1.84 659 | 3.32 662 | 1.57 646 | 2.06 596 | 1.52 576 |
|
| MWSP-net |  | 11.07 531 | 1.78 425 | 11.27 493 | 7.60 525 | 3.08 412 | 16.56 551 | 15.25 647 | 35.42 637 | 30.27 556 | 17.28 467 | 22.29 444 | 18.50 495 | 14.88 549 | 14.19 477 | 10.58 519 | 0.38 496 | 0.18 467 | 0.00 1 | 0.05 339 | 0.17 246 | 1.71 586 |
|
| ac_64 |  | 11.10 532 | 1.49 311 | 9.88 456 | 8.24 546 | 5.45 564 | 19.12 578 | 6.46 499 | 24.10 481 | 14.34 360 | 22.80 574 | 23.87 458 | 33.28 632 | 15.54 563 | 18.87 566 | 17.26 583 | 0.28 471 | 0.12 400 | 0.02 300 | 0.02 257 | 0.26 306 | 0.63 482 |
|
| 1111x |  | 11.32 533 | 1.34 256 | 8.95 397 | 5.20 353 | 1.96 325 | 14.46 498 | 7.75 540 | 35.65 639 | 28.23 539 | 15.66 424 | 26.66 491 | 26.65 580 | 14.76 548 | 15.88 515 | 22.27 621 | 0.24 454 | 0.13 416 | 0.04 344 | 0.06 362 | 0.30 337 | 0.24 357 |
|
| HSM |  | 11.33 534 | 1.80 431 | 7.04 298 | 6.13 439 | 3.99 463 | 16.16 538 | 6.92 519 | 29.69 558 | 19.39 433 | 22.95 575 | 26.05 483 | 41.08 675 | 15.79 566 | 20.25 592 | 8.89 494 | 0.02 237 | 0.03 153 | 0.01 267 | 0.00 1 | 0.15 224 | 0.34 405 |
|
| SepStereo |  | 11.34 535 | 2.03 473 | 13.96 542 | 9.01 561 | 6.23 597 | 14.67 501 | 7.38 532 | 21.59 448 | 32.58 583 | 18.67 504 | 28.13 505 | 19.20 505 | 17.08 583 | 27.36 642 | 7.31 439 | 0.58 543 | 0.01 51 | 0.29 534 | 0.01 212 | 0.47 431 | 0.20 319 |
|
| DMCA-RVC |   | 11.41 536 | 3.32 548 | 11.68 501 | 10.12 597 | 4.81 515 | 11.92 439 | 4.11 409 | 24.67 487 | 23.66 489 | 20.06 530 | 28.51 512 | 26.71 581 | 24.96 643 | 15.95 523 | 14.82 561 | 0.41 511 | 0.34 560 | 0.56 569 | 0.16 447 | 0.72 511 | 0.69 495 |
|
| ITSA-stereo |  | 11.44 537 | 2.03 473 | 10.92 490 | 5.90 414 | 1.78 303 | 12.05 445 | 4.17 414 | 36.77 649 | 49.15 681 | 18.17 489 | 18.53 378 | 21.79 528 | 12.59 498 | 15.74 509 | 14.05 555 | 0.45 520 | 0.39 565 | 0.28 530 | 0.29 525 | 0.98 539 | 2.81 616 |
|
| test_xeample |   | 11.49 538 | 1.24 220 | 7.50 318 | 5.22 357 | 2.18 345 | 17.40 560 | 6.49 501 | 31.14 577 | 22.77 477 | 17.90 482 | 33.09 588 | 18.48 494 | 14.61 544 | 13.51 460 | 37.38 695 | 0.16 408 | 0.13 416 | 0.01 267 | 0.03 286 | 0.23 282 | 0.24 357 |
|
| MWDA-net |  | 11.52 539 | 2.17 490 | 13.46 531 | 6.57 469 | 5.24 546 | 16.95 555 | 9.52 566 | 25.26 492 | 34.05 592 | 25.33 604 | 28.86 515 | 17.99 484 | 18.28 600 | 16.58 537 | 7.51 446 | 0.35 488 | 0.37 563 | 0.01 267 | 0.05 339 | 0.46 423 | 1.31 563 |
|
| coex_refinement |  | 11.56 540 | 1.53 326 | 7.45 317 | 8.18 543 | 5.09 533 | 17.10 557 | 7.07 522 | 31.05 576 | 32.20 579 | 18.57 502 | 30.81 548 | 25.84 577 | 12.31 490 | 13.41 456 | 19.47 596 | 0.23 448 | 0.04 178 | 0.02 300 | 0.10 411 | 0.44 415 | 0.37 415 |
|
| RASNet |  | 11.59 541 | 1.71 395 | 10.36 475 | 6.30 448 | 5.66 573 | 15.48 519 | 6.12 484 | 34.50 627 | 20.86 449 | 16.61 451 | 32.51 578 | 22.04 532 | 23.00 627 | 19.44 575 | 16.15 574 | 0.71 563 | 0.03 153 | 0.05 355 | 0.01 212 | 0.15 224 | 0.13 237 |
|
| ACV-stereo |  | 11.65 542 | 5.15 591 | 28.84 644 | 6.80 487 | 3.33 424 | 20.38 587 | 6.59 507 | 21.03 441 | 20.57 445 | 17.67 477 | 20.95 419 | 26.81 583 | 16.69 575 | 20.19 590 | 13.26 545 | 0.72 565 | 1.11 642 | 0.15 473 | 0.09 399 | 0.65 497 | 2.13 601 |
|
| iResNet_ROB |  | 11.71 543 | 1.96 454 | 10.77 484 | 6.01 426 | 3.68 443 | 15.13 510 | 2.34 319 | 31.72 585 | 37.58 619 | 26.16 613 | 32.77 580 | 25.88 578 | 15.34 561 | 16.35 532 | 7.94 466 | 0.19 419 | 0.01 51 | 0.00 1 | 0.00 1 | 0.31 349 | 0.12 220 |
|
| UPFNet |  | 11.72 544 | 1.52 324 | 10.33 474 | 7.38 512 | 7.14 622 | 20.05 585 | 9.62 568 | 28.90 544 | 25.94 516 | 20.02 528 | 29.73 530 | 20.91 519 | 16.34 571 | 18.61 564 | 16.17 575 | 0.26 465 | 0.17 458 | 0.25 516 | 0.03 286 | 0.55 467 | 0.56 471 |
|
| FADNet-RVC-Resample |  | 11.72 544 | 4.35 576 | 30.33 654 | 9.46 576 | 3.90 455 | 14.11 484 | 7.17 527 | 25.78 500 | 23.31 481 | 23.27 580 | 29.52 527 | 19.50 510 | 15.00 555 | 15.38 500 | 8.33 479 | 0.53 538 | 0.50 596 | 0.49 560 | 0.50 589 | 1.38 568 | 1.67 584 |
|
| xxxx |  | 11.74 546 | 1.16 190 | 7.88 336 | 5.61 382 | 1.99 329 | 20.46 588 | 3.12 368 | 33.99 617 | 23.76 493 | 15.53 421 | 30.67 542 | 26.88 585 | 14.50 542 | 12.98 441 | 35.48 686 | 0.19 419 | 0.18 467 | 0.01 267 | 0.02 257 | 0.22 267 | 0.27 374 |
|
| CBMV_ROB |  | 11.77 547 | 2.89 532 | 6.92 291 | 5.20 353 | 2.88 396 | 14.12 485 | 4.79 436 | 26.69 515 | 29.84 553 | 26.17 614 | 31.92 568 | 23.61 551 | 20.74 619 | 20.20 591 | 10.18 511 | 1.78 629 | 1.80 658 | 2.17 643 | 1.26 640 | 1.61 573 | 0.55 466 |
|
| PStereo |  | 11.80 548 | 21.18 693 | 5.14 175 | 4.07 238 | 1.27 231 | 10.57 407 | 8.37 547 | 16.06 353 | 37.64 620 | 11.94 331 | 1.56 57 | 11.27 354 | 10.54 444 | 24.16 623 | 33.61 677 | 10.87 697 | 1.46 651 | 1.51 631 | 0.88 614 | 14.24 695 | 9.68 691 |
|
| DSFCA |  | 11.85 549 | 2.01 468 | 12.93 520 | 5.40 373 | 6.87 615 | 15.36 513 | 10.45 590 | 30.68 571 | 31.84 569 | 25.99 610 | 23.52 453 | 22.03 531 | 14.05 528 | 20.28 595 | 12.46 536 | 0.57 542 | 0.41 569 | 0.28 530 | 0.38 561 | 1.02 541 | 0.47 447 |
|
| FADNet_RVC |  | 11.94 550 | 5.17 592 | 39.74 672 | 6.44 459 | 3.46 433 | 11.42 430 | 4.17 414 | 29.16 548 | 26.89 527 | 17.97 483 | 25.96 477 | 13.41 402 | 15.67 564 | 15.84 514 | 13.54 549 | 0.90 597 | 0.75 624 | 0.55 567 | 1.20 637 | 3.65 631 | 2.85 617 |
|
| iResNetv2_ROB |  | 12.00 551 | 2.91 534 | 13.46 531 | 5.82 403 | 3.73 446 | 13.15 466 | 6.45 498 | 34.15 619 | 36.02 610 | 25.25 601 | 33.81 599 | 29.79 602 | 14.24 534 | 13.61 465 | 6.10 418 | 0.21 432 | 0.02 112 | 0.12 449 | 0.00 1 | 0.82 525 | 0.25 364 |
|
| hitnet-ft |   | 12.04 552 | 2.11 483 | 6.14 254 | 7.27 507 | 3.90 455 | 25.98 632 | 3.56 390 | 22.56 461 | 23.74 491 | 20.55 537 | 33.81 599 | 31.59 617 | 18.67 606 | 19.47 576 | 17.20 581 | 0.42 515 | 1.36 648 | 0.35 544 | 0.07 374 | 1.11 548 | 0.86 521 |
|
| NLCA_NET_v2_RVC |  | 12.05 553 | 3.43 551 | 16.25 578 | 7.62 526 | 5.58 568 | 14.57 499 | 6.00 476 | 32.98 606 | 27.41 531 | 21.69 560 | 31.40 559 | 25.21 571 | 13.47 513 | 14.96 493 | 15.60 569 | 0.84 589 | 0.33 557 | 0.35 544 | 0.35 551 | 1.29 561 | 1.78 588 |
| 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 |  | 12.16 554 | 1.68 390 | 11.97 507 | 7.70 528 | 6.20 594 | 19.61 582 | 5.52 459 | 25.78 500 | 34.81 600 | 25.62 608 | 30.78 546 | 24.72 566 | 13.20 510 | 15.81 512 | 18.80 592 | 0.13 393 | 0.01 51 | 0.06 378 | 0.06 362 | 0.63 491 | 0.15 269 |
|
| dad |  | 12.24 555 | 10.20 646 | 13.68 539 | 6.64 476 | 1.47 259 | 13.55 475 | 3.58 393 | 17.62 378 | 35.33 605 | 27.15 624 | 32.65 579 | 30.85 610 | 10.86 451 | 14.33 481 | 10.04 509 | 2.95 653 | 0.55 607 | 7.92 687 | 0.91 619 | 3.35 626 | 1.17 557 |
|
| ISRNet |  | 12.26 556 | 2.02 470 | 17.38 586 | 12.71 645 | 6.24 599 | 7.39 353 | 1.62 211 | 29.23 550 | 31.94 575 | 22.65 571 | 35.28 607 | 24.62 561 | 15.27 559 | 15.28 496 | 13.76 552 | 0.78 574 | 1.00 639 | 2.30 646 | 0.52 591 | 0.92 538 | 4.29 641 |
|
| MEA-ACV |  | 12.28 557 | 1.36 261 | 13.61 536 | 6.43 458 | 2.02 334 | 15.19 512 | 4.89 442 | 34.22 622 | 39.29 627 | 21.96 563 | 33.02 586 | 21.88 529 | 19.73 613 | 18.03 557 | 11.63 534 | 0.37 494 | 0.29 541 | 0.03 320 | 0.08 383 | 0.43 411 | 1.14 554 |
|
| pcwnet_v2 |  | 12.32 558 | 2.00 460 | 17.53 590 | 7.79 533 | 5.69 576 | 17.06 556 | 3.69 396 | 36.52 647 | 46.17 665 | 20.55 537 | 29.39 524 | 16.50 452 | 13.00 507 | 15.70 508 | 9.32 499 | 0.50 532 | 1.00 639 | 0.34 543 | 0.24 499 | 2.00 592 | 1.38 568 |
|
| 222 |  | 12.33 559 | 1.29 236 | 8.09 351 | 6.06 431 | 2.14 341 | 19.51 581 | 2.53 336 | 33.63 613 | 23.55 484 | 21.72 561 | 30.51 541 | 20.11 514 | 16.77 577 | 13.22 450 | 46.51 717 | 0.15 405 | 0.14 433 | 0.01 267 | 0.03 286 | 0.26 306 | 0.26 368 |
|
| ADLNet |  | 12.34 560 | 2.22 496 | 10.14 470 | 8.38 549 | 6.78 612 | 17.56 563 | 9.05 555 | 33.21 610 | 26.28 521 | 27.06 621 | 26.01 479 | 26.80 582 | 13.76 520 | 16.99 544 | 18.74 591 | 0.24 454 | 0.39 565 | 0.23 512 | 0.10 411 | 0.64 495 | 2.16 606 |
|
| CBFPSM |  | 12.42 561 | 2.59 521 | 28.96 647 | 4.74 301 | 3.20 417 | 22.33 602 | 16.31 658 | 21.13 443 | 21.03 452 | 21.04 550 | 27.81 501 | 30.24 607 | 15.99 568 | 14.59 490 | 14.80 560 | 0.04 299 | 0.49 594 | 0.10 432 | 0.16 447 | 0.51 452 | 2.34 610 |
|
| DualNet (step1) |  | 12.44 562 | 4.86 585 | 17.49 587 | 5.97 420 | 2.94 403 | 17.57 564 | 8.30 544 | 28.75 539 | 23.91 494 | 24.38 591 | 21.03 420 | 24.64 562 | 17.82 594 | 13.58 463 | 9.82 502 | 6.44 681 | 0.87 632 | 6.62 676 | 7.44 689 | 3.20 622 | 3.11 624 |
|
| ADLNet2 |  | 12.44 562 | 2.17 490 | 12.84 519 | 9.17 566 | 5.82 583 | 20.00 584 | 10.13 583 | 32.53 601 | 36.22 613 | 18.62 503 | 19.39 388 | 21.96 530 | 17.07 582 | 21.43 606 | 19.42 595 | 0.24 454 | 0.15 440 | 0.06 378 | 0.08 383 | 0.86 529 | 0.57 472 |
|
| AASNet |  | 12.49 564 | 2.46 510 | 10.49 477 | 9.82 587 | 6.86 614 | 17.33 559 | 6.73 511 | 41.09 679 | 37.86 623 | 22.53 570 | 29.11 516 | 16.68 455 | 13.48 515 | 14.54 489 | 17.87 587 | 0.20 427 | 0.02 112 | 0.78 587 | 0.05 339 | 1.18 552 | 0.76 507 |
|
| HBP-ISP |  | 12.52 565 | 7.82 631 | 8.47 374 | 7.57 524 | 4.27 480 | 12.56 453 | 6.42 497 | 28.68 538 | 29.56 544 | 21.11 552 | 35.69 609 | 15.85 440 | 18.42 602 | 20.44 598 | 11.00 527 | 3.03 654 | 2.63 673 | 7.09 685 | 3.97 673 | 3.58 629 | 2.27 608 |
|
| Selective-IGEV-i16pb |  | 12.56 566 | 1.79 430 | 18.70 605 | 6.40 455 | 2.14 341 | 35.66 678 | 11.00 597 | 31.78 586 | 35.44 606 | 14.65 394 | 26.95 493 | 19.68 513 | 11.09 459 | 15.94 520 | 13.10 542 | 2.24 638 | 1.00 639 | 0.49 560 | 0.95 623 | 1.14 551 | 1.06 547 |
|
| CRFU-Net |  | 12.56 566 | 2.89 532 | 11.77 502 | 8.18 543 | 5.80 582 | 24.84 620 | 10.46 594 | 24.56 485 | 13.12 338 | 30.06 643 | 29.37 519 | 29.09 593 | 19.64 611 | 19.96 583 | 18.53 590 | 0.82 584 | 0.48 591 | 0.27 522 | 0.15 444 | 0.53 460 | 0.68 493 |
|
| UNet |  | 12.64 568 | 2.02 470 | 13.36 526 | 6.85 491 | 7.76 636 | 25.31 629 | 4.74 433 | 34.10 618 | 28.19 538 | 20.03 529 | 31.07 553 | 27.02 588 | 17.36 587 | 20.18 589 | 13.87 553 | 0.06 347 | 0.05 217 | 0.27 522 | 0.01 212 | 0.23 282 | 0.39 421 |
|
| delet |  | 12.65 569 | 1.85 436 | 11.36 496 | 7.71 530 | 6.22 596 | 22.52 604 | 10.22 587 | 28.14 534 | 37.67 621 | 19.66 521 | 29.24 518 | 21.00 521 | 15.99 568 | 21.97 608 | 17.77 586 | 0.03 278 | 0.07 286 | 0.19 496 | 0.04 310 | 0.60 483 | 0.75 506 |
|
| HGLStereo |  | 12.72 570 | 2.66 523 | 12.34 511 | 9.93 591 | 7.55 630 | 16.16 538 | 7.45 535 | 31.48 583 | 27.01 528 | 20.01 527 | 35.31 608 | 26.98 587 | 18.90 607 | 17.87 552 | 18.90 593 | 0.33 481 | 0.16 451 | 0.07 390 | 0.05 339 | 0.48 434 | 0.70 499 |
|
| GEStereo_RVC |  | 12.81 571 | 2.49 513 | 13.64 537 | 9.68 583 | 4.97 523 | 18.16 569 | 11.30 603 | 31.26 579 | 47.47 672 | 19.84 524 | 26.97 494 | 19.03 501 | 13.19 509 | 20.14 588 | 14.86 563 | 0.83 588 | 0.51 600 | 0.10 432 | 0.13 429 | 0.54 463 | 0.99 538 |
|
| CSP-Net |  | 12.85 572 | 2.95 536 | 9.64 444 | 5.94 418 | 3.96 458 | 25.85 630 | 9.93 572 | 28.81 543 | 26.00 518 | 29.31 639 | 32.44 577 | 30.00 604 | 15.16 557 | 20.25 592 | 14.30 558 | 0.55 541 | 0.19 475 | 0.03 320 | 0.00 1 | 0.65 497 | 0.98 537 |
|
| SGM-Forest |  | 12.92 573 | 1.87 437 | 6.61 271 | 5.68 388 | 2.05 335 | 23.19 610 | 11.30 603 | 34.24 623 | 30.77 561 | 26.54 616 | 31.99 569 | 29.98 603 | 15.74 565 | 21.17 605 | 13.36 547 | 1.05 609 | 0.33 557 | 0.84 598 | 0.01 212 | 0.71 507 | 0.97 534 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| MMNet |  | 12.97 574 | 2.08 479 | 12.74 517 | 6.98 494 | 6.27 601 | 26.39 637 | 4.73 432 | 23.10 470 | 41.79 642 | 25.48 606 | 32.29 576 | 21.09 523 | 17.79 592 | 19.52 577 | 17.90 588 | 0.19 419 | 0.07 286 | 0.10 432 | 0.00 1 | 0.37 387 | 0.59 477 |
|
| STTStereo |  | 12.97 574 | 4.88 588 | 26.57 640 | 7.54 522 | 5.41 560 | 13.43 470 | 6.49 501 | 30.53 570 | 26.35 523 | 25.14 600 | 31.43 560 | 32.00 620 | 14.12 530 | 16.01 525 | 14.83 562 | 0.29 473 | 0.31 549 | 0.67 580 | 1.08 630 | 1.21 554 | 1.11 550 |
|
| TDLM |  | 12.98 576 | 3.78 562 | 9.77 453 | 10.75 618 | 4.94 521 | 16.10 534 | 14.08 633 | 35.05 631 | 31.87 570 | 22.36 567 | 26.51 490 | 26.09 579 | 14.97 554 | 24.73 629 | 13.11 543 | 1.05 609 | 0.05 217 | 1.21 622 | 0.27 518 | 1.83 585 | 1.00 540 |
|
| AANet_RVC |  | 13.16 577 | 5.34 596 | 10.83 487 | 8.20 545 | 4.44 497 | 14.13 486 | 9.46 564 | 28.78 542 | 37.67 621 | 23.44 582 | 37.47 623 | 23.48 549 | 15.83 567 | 22.39 612 | 16.63 577 | 1.67 626 | 0.86 630 | 0.24 515 | 0.02 257 | 0.63 491 | 1.60 580 |
|
| psm_up |  | 13.18 578 | 1.91 443 | 8.81 390 | 9.59 581 | 5.84 586 | 15.17 511 | 11.37 605 | 38.74 666 | 30.81 562 | 20.66 542 | 30.32 539 | 30.00 604 | 23.12 628 | 19.19 572 | 16.02 571 | 0.58 543 | 0.10 365 | 0.17 483 | 0.01 212 | 0.65 497 | 0.55 466 |
|
| xyz-stereo |  | 13.23 579 | 0.83 81 | 38.70 670 | 2.53 78 | 0.83 168 | 41.19 697 | 4.82 440 | 13.68 298 | 26.28 521 | 22.98 576 | 37.78 625 | 29.35 598 | 18.53 604 | 18.11 558 | 7.85 463 | 0.22 438 | 0.03 153 | 0.64 577 | 0.01 212 | 0.13 210 | 0.06 139 |
|
| ssnet_v2 |  | 13.23 579 | 2.43 507 | 11.25 492 | 7.34 509 | 2.92 402 | 23.05 609 | 12.95 621 | 35.93 642 | 32.92 587 | 21.23 555 | 25.38 472 | 28.81 592 | 15.22 558 | 22.57 613 | 19.81 599 | 0.18 415 | 0.08 324 | 0.19 496 | 0.05 339 | 1.24 557 | 1.06 547 |
|
| CVANet_RVC |  | 13.24 581 | 3.39 550 | 8.43 369 | 8.42 550 | 5.04 530 | 18.52 576 | 11.72 611 | 32.03 590 | 33.85 590 | 23.17 579 | 32.77 580 | 29.78 601 | 16.51 574 | 23.20 617 | 11.28 529 | 0.94 598 | 0.04 178 | 1.19 621 | 0.47 585 | 3.13 618 | 1.01 541 |
|
| FADNet-RVC |  | 13.27 582 | 11.57 661 | 39.71 671 | 7.94 536 | 4.50 503 | 15.41 516 | 6.95 521 | 27.96 529 | 22.98 480 | 20.37 536 | 30.73 545 | 26.86 584 | 11.31 467 | 20.50 600 | 14.28 557 | 0.14 396 | 0.14 433 | 0.13 461 | 0.18 454 | 2.83 609 | 0.86 521 |
|
| DLCB_ROB |  | 13.35 583 | 3.00 539 | 9.12 416 | 9.43 572 | 5.68 574 | 21.80 599 | 10.12 582 | 29.19 549 | 29.92 554 | 27.71 626 | 31.45 565 | 32.37 623 | 19.50 610 | 19.02 568 | 16.73 578 | 0.22 438 | 0.04 178 | 0.38 550 | 0.06 362 | 0.49 443 | 0.85 520 |
|
| StereoDRNet-Refined |  | 13.36 584 | 2.80 526 | 10.82 486 | 7.94 536 | 3.10 413 | 18.95 577 | 4.45 423 | 28.47 537 | 29.65 547 | 29.11 635 | 41.47 650 | 24.44 559 | 17.64 590 | 23.34 619 | 21.66 610 | 0.16 408 | 0.07 286 | 0.53 565 | 0.32 541 | 0.77 521 | 1.64 582 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| SACVNet |  | 13.38 585 | 4.08 570 | 11.41 498 | 11.67 635 | 5.79 581 | 17.28 558 | 9.39 562 | 32.77 603 | 22.29 470 | 28.11 629 | 33.35 591 | 32.48 624 | 21.86 623 | 19.75 579 | 10.28 515 | 1.00 605 | 0.48 591 | 0.85 599 | 0.29 525 | 1.31 564 | 3.08 622 |
|
| iinet-f |  | 13.51 586 | 4.29 573 | 45.90 685 | 6.01 426 | 3.96 458 | 21.00 591 | 13.40 627 | 27.40 525 | 21.12 454 | 21.11 552 | 30.72 544 | 21.49 526 | 16.96 580 | 15.33 497 | 19.50 597 | 0.12 388 | 0.42 573 | 0.09 413 | 0.05 339 | 0.89 533 | 0.39 421 |
|
| rvit_105_1 |  | 13.56 587 | 5.57 599 | 19.88 617 | 13.22 650 | 4.58 508 | 15.04 507 | 28.61 708 | 26.56 513 | 42.75 649 | 18.83 507 | 24.53 463 | 20.93 520 | 13.85 523 | 18.02 556 | 11.90 535 | 1.74 627 | 0.60 611 | 0.25 516 | 2.10 657 | 0.61 485 | 1.64 582 |
|
| CBMV |   | 13.69 588 | 3.63 556 | 8.02 348 | 5.93 417 | 2.69 382 | 22.57 605 | 12.44 618 | 29.81 559 | 31.57 568 | 31.20 649 | 33.79 598 | 31.04 611 | 17.41 588 | 25.28 632 | 14.11 556 | 0.71 563 | 0.60 611 | 0.60 573 | 0.11 421 | 1.11 548 | 1.13 553 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| PS-NSSS |  | 13.70 589 | 7.41 627 | 14.68 558 | 6.70 480 | 5.63 571 | 18.43 574 | 12.59 619 | 38.89 668 | 25.56 511 | 20.27 534 | 35.71 610 | 21.11 524 | 16.35 572 | 17.16 546 | 17.56 584 | 2.28 639 | 0.53 604 | 5.37 668 | 0.36 554 | 4.28 639 | 3.09 623 |
|
| FADNet |  | 14.18 590 | 10.92 655 | 37.56 667 | 7.79 533 | 6.64 606 | 17.48 562 | 6.91 518 | 34.73 629 | 34.03 591 | 18.85 508 | 27.02 495 | 28.26 590 | 14.24 534 | 17.77 551 | 10.09 510 | 0.41 511 | 0.67 618 | 0.37 548 | 0.37 558 | 8.13 669 | 1.34 565 |
|
| fast-acv-ft |  | 14.25 591 | 4.00 569 | 16.20 576 | 7.51 520 | 5.14 540 | 26.38 636 | 9.77 570 | 24.62 486 | 34.84 602 | 25.30 603 | 37.27 621 | 32.09 621 | 20.38 617 | 18.32 559 | 19.50 597 | 0.36 491 | 0.32 552 | 0.63 575 | 0.47 585 | 1.18 552 | 0.76 507 |
|
| DStereoRT |  | 14.31 592 | 2.30 502 | 10.03 469 | 10.45 606 | 5.01 529 | 18.36 571 | 6.38 495 | 27.11 519 | 26.47 524 | 15.77 427 | 24.40 461 | 10.48 340 | 14.62 545 | 17.08 545 | 9.45 500 | 1.32 620 | 0.51 600 | 57.89 728 | 25.93 717 | 0.56 474 | 2.01 597 |
|
| pmcnn |  | 14.59 593 | 3.68 559 | 19.78 616 | 6.83 489 | 4.51 504 | 21.27 595 | 14.67 639 | 27.37 523 | 30.54 558 | 27.09 623 | 40.19 642 | 38.71 661 | 18.53 604 | 17.70 550 | 19.27 594 | 0.84 589 | 0.09 343 | 0.00 1 | 0.00 1 | 0.48 434 | 0.31 395 |
|
| Anonymous_2 |  | 14.95 594 | 6.75 620 | 17.63 592 | 5.45 376 | 7.10 621 | 26.19 633 | 11.58 608 | 18.06 393 | 17.30 407 | 17.61 476 | 15.47 334 | 23.33 547 | 20.95 621 | 20.55 601 | 14.63 559 | 11.05 701 | 12.86 711 | 11.27 695 | 25.12 716 | 11.32 687 | 4.82 649 |
|
| z-ln-s-r |  | 14.97 595 | 6.05 603 | 40.55 674 | 5.39 372 | 5.41 560 | 13.95 483 | 13.34 626 | 21.84 452 | 36.75 616 | 18.86 509 | 43.90 668 | 23.71 554 | 16.41 573 | 22.64 615 | 28.99 667 | 0.02 237 | 0.02 112 | 0.00 1 | 0.00 1 | 1.04 543 | 0.48 451 |
|
| test_sample9 |  | 15.04 596 | 4.86 585 | 17.49 587 | 5.97 420 | 2.94 403 | 17.57 564 | 8.30 544 | 28.75 539 | 23.91 494 | 24.38 591 | 21.03 420 | 24.64 562 | 17.82 594 | 20.07 586 | 20.17 601 | 6.44 681 | 36.07 730 | 6.62 676 | 7.44 689 | 3.20 622 | 3.11 624 |
|
| NVstereo2D |  | 15.15 597 | 2.97 537 | 16.28 579 | 9.23 569 | 7.56 631 | 30.03 654 | 9.53 567 | 42.80 689 | 42.72 648 | 15.11 407 | 27.03 496 | 23.16 544 | 16.93 579 | 24.28 625 | 15.45 567 | 3.07 656 | 0.43 578 | 1.44 630 | 0.61 599 | 6.74 659 | 7.60 677 |
|
| TCMNet |  | 15.19 598 | 6.68 617 | 19.70 614 | 13.83 655 | 12.53 685 | 26.35 635 | 13.66 628 | 29.47 554 | 35.21 603 | 24.71 595 | 31.20 555 | 23.44 548 | 15.13 556 | 18.97 567 | 22.59 624 | 1.13 613 | 0.65 615 | 2.04 639 | 0.97 625 | 3.18 619 | 2.31 609 |
|
| Wz-Net-LNSev-Ref |  | 15.26 599 | 3.68 559 | 27.36 642 | 7.11 502 | 5.83 585 | 24.88 622 | 12.12 616 | 30.19 562 | 36.12 612 | 27.08 622 | 45.98 673 | 29.10 594 | 13.65 516 | 20.45 599 | 20.26 604 | 0.67 560 | 0.00 1 | 0.10 432 | 0.00 1 | 0.32 359 | 0.26 368 |
|
| StereoDRNet |  | 15.30 600 | 4.47 577 | 14.35 554 | 10.71 614 | 8.69 652 | 25.02 625 | 11.03 598 | 39.66 670 | 35.62 608 | 29.17 636 | 28.81 513 | 34.05 640 | 17.80 593 | 18.80 565 | 23.77 630 | 0.41 511 | 0.30 545 | 0.15 473 | 0.14 435 | 1.64 577 | 1.42 570 |
|
| FINET |  | 15.49 601 | 6.08 604 | 24.99 635 | 8.12 541 | 7.69 634 | 21.80 599 | 22.35 688 | 33.76 615 | 48.27 674 | 25.99 610 | 32.27 575 | 19.48 509 | 16.83 578 | 19.07 569 | 16.38 576 | 1.37 621 | 0.70 619 | 0.95 606 | 0.27 518 | 2.61 604 | 0.90 527 |
|
| DRN-Test |  | 15.88 602 | 3.83 565 | 14.70 559 | 9.96 593 | 8.02 643 | 28.93 650 | 14.65 638 | 42.34 684 | 38.25 626 | 28.18 630 | 34.31 603 | 29.22 596 | 18.35 601 | 20.01 584 | 22.68 625 | 0.37 494 | 0.41 569 | 0.46 557 | 0.28 521 | 1.28 560 | 1.34 565 |
|
| YMNet |  | 15.91 603 | 5.68 601 | 21.74 627 | 10.94 621 | 8.77 654 | 25.22 627 | 9.21 558 | 32.22 596 | 31.35 564 | 33.81 667 | 38.84 633 | 34.00 637 | 17.83 597 | 19.95 581 | 21.57 608 | 0.87 593 | 1.30 644 | 1.22 624 | 0.91 619 | 1.64 577 | 1.18 559 |
|
| YMNet_1 |  | 15.91 603 | 5.68 601 | 21.74 627 | 10.94 621 | 8.77 654 | 25.22 627 | 9.21 558 | 32.22 596 | 31.35 564 | 33.81 667 | 38.84 633 | 34.00 637 | 17.83 597 | 19.95 581 | 21.57 608 | 0.87 593 | 1.30 644 | 1.22 624 | 0.91 619 | 1.64 577 | 1.18 559 |
|
| SDNR |  | 16.15 605 | 5.23 594 | 28.92 646 | 5.73 397 | 6.05 593 | 56.85 717 | 3.26 369 | 23.18 471 | 29.73 548 | 20.62 540 | 36.48 614 | 13.59 406 | 16.97 581 | 18.43 561 | 13.44 548 | 10.56 696 | 13.84 713 | 3.10 659 | 0.44 580 | 7.80 665 | 8.81 684 |
|
| PA-Net |  | 16.29 606 | 6.88 622 | 27.34 641 | 9.88 590 | 11.12 674 | 21.77 598 | 28.15 707 | 32.06 591 | 39.49 628 | 19.99 526 | 27.91 502 | 23.50 550 | 20.59 618 | 20.25 592 | 24.04 633 | 0.24 454 | 2.26 669 | 0.22 508 | 4.59 677 | 1.13 550 | 4.48 645 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| DISCO |  | 16.36 607 | 1.88 439 | 16.15 575 | 7.78 532 | 4.19 475 | 26.92 640 | 10.21 586 | 30.31 567 | 44.26 658 | 21.35 557 | 33.91 601 | 35.80 650 | 22.40 625 | 35.65 678 | 33.87 679 | 0.18 415 | 0.08 324 | 0.04 344 | 0.04 310 | 1.71 581 | 0.54 464 |
|
| GwcNet |   | 16.48 608 | 5.23 594 | 20.03 619 | 10.24 602 | 8.48 648 | 28.79 647 | 10.09 580 | 38.60 664 | 44.51 659 | 23.29 581 | 36.95 619 | 31.29 614 | 19.79 615 | 20.42 597 | 25.70 646 | 0.54 539 | 0.72 620 | 0.57 570 | 0.39 564 | 1.37 567 | 2.64 613 |
|
| NaN_ROB |  | 16.51 609 | 6.51 613 | 16.22 577 | 10.53 610 | 4.64 511 | 31.76 664 | 17.78 670 | 37.00 653 | 43.37 653 | 29.68 641 | 31.29 556 | 32.67 629 | 20.32 616 | 28.00 648 | 16.06 572 | 0.38 496 | 0.41 569 | 0.32 540 | 0.41 568 | 0.87 531 | 1.94 594 |
|
| SCION-MonSter |   | 16.77 610 | 6.58 615 | 20.48 622 | 12.74 646 | 8.64 650 | 36.06 681 | 5.09 443 | 25.97 505 | 46.64 669 | 18.96 510 | 46.39 678 | 18.07 490 | 17.18 585 | 23.21 618 | 30.53 672 | 0.84 589 | 0.17 458 | 6.31 674 | 4.87 679 | 5.17 650 | 1.55 578 |
|
| FAT-Stereo |  | 16.81 611 | 2.97 537 | 17.56 591 | 9.80 586 | 6.21 595 | 16.12 537 | 13.23 625 | 38.18 663 | 39.67 631 | 27.00 620 | 39.73 640 | 37.55 657 | 31.30 673 | 20.39 596 | 21.52 607 | 3.44 658 | 2.05 661 | 0.81 596 | 1.10 631 | 1.89 588 | 5.72 654 |
|
| S-Stereo |  | 16.85 612 | 3.95 568 | 20.67 623 | 12.08 641 | 8.91 658 | 21.68 597 | 12.61 620 | 32.20 595 | 44.61 660 | 22.37 568 | 38.42 631 | 29.15 595 | 28.02 657 | 18.58 563 | 22.36 623 | 2.88 652 | 3.11 682 | 0.87 603 | 1.82 651 | 3.58 629 | 9.08 686 |
|
| DANet |  | 16.85 612 | 8.00 632 | 26.04 639 | 14.56 664 | 7.25 624 | 20.59 589 | 5.37 450 | 26.22 509 | 26.02 520 | 32.17 657 | 36.00 612 | 37.20 655 | 29.77 665 | 30.75 658 | 24.62 638 | 1.14 615 | 1.34 646 | 2.21 644 | 0.51 590 | 3.18 619 | 4.07 639 |
| 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 |  | 16.87 614 | 16.27 680 | 17.93 598 | 11.24 629 | 6.69 609 | 28.95 651 | 10.44 589 | 41.23 681 | 21.49 459 | 29.68 641 | 34.27 602 | 32.48 624 | 11.00 456 | 20.05 585 | 15.09 565 | 8.22 688 | 2.59 672 | 12.23 696 | 0.75 610 | 10.40 680 | 6.34 661 |
|
| PSMNet_ROB |  | 16.90 615 | 5.45 597 | 14.16 547 | 13.77 653 | 7.25 624 | 27.65 643 | 32.74 714 | 43.21 692 | 37.88 624 | 24.00 585 | 32.97 585 | 34.55 644 | 16.69 575 | 17.41 547 | 23.96 632 | 0.38 496 | 0.22 499 | 0.93 605 | 2.05 655 | 1.83 585 | 0.96 533 |
|
| GANet |  | 16.92 616 | 4.32 575 | 12.46 513 | 10.84 620 | 4.24 477 | 23.04 608 | 15.36 652 | 39.91 673 | 34.47 598 | 32.42 658 | 45.10 672 | 40.04 670 | 27.54 652 | 23.61 622 | 20.20 603 | 1.02 608 | 0.08 324 | 0.67 580 | 0.22 480 | 1.87 587 | 0.97 534 |
|
| Syn2CoEx |  | 17.03 617 | 10.40 649 | 25.65 638 | 20.35 683 | 8.02 643 | 26.28 634 | 11.27 602 | 37.16 655 | 32.69 585 | 28.89 633 | 40.17 641 | 29.27 597 | 26.63 647 | 19.19 572 | 17.63 585 | 0.98 603 | 0.54 605 | 1.23 626 | 0.23 489 | 1.82 584 | 2.24 607 |
|
| test_sample8 |  | 17.19 618 | 4.86 585 | 17.49 587 | 5.97 420 | 2.94 403 | 17.57 564 | 8.30 544 | 31.87 587 | 18.55 426 | 33.54 664 | 26.00 478 | 40.64 673 | 32.90 678 | 20.07 586 | 20.17 601 | 6.44 681 | 36.07 730 | 6.62 676 | 7.44 689 | 3.20 622 | 3.11 624 |
|
| NCCL2 |  | 17.23 619 | 6.37 612 | 14.30 553 | 23.45 696 | 7.18 623 | 24.16 614 | 17.05 665 | 34.39 625 | 25.88 514 | 31.55 651 | 38.01 627 | 42.09 680 | 26.81 648 | 20.94 604 | 22.69 626 | 0.45 520 | 0.23 507 | 2.63 652 | 1.80 650 | 2.02 594 | 2.57 611 |
|
| GASNet |  | 17.30 620 | 19.38 688 | 30.46 655 | 20.66 685 | 9.36 662 | 16.06 532 | 9.06 556 | 43.89 696 | 40.04 634 | 25.35 605 | 23.73 454 | 32.90 630 | 15.37 562 | 28.91 650 | 17.05 579 | 3.04 655 | 0.27 534 | 1.88 637 | 0.45 583 | 6.73 658 | 1.37 567 |
|
| ADCRef |  | 17.30 620 | 6.73 619 | 42.01 680 | 10.11 596 | 8.78 656 | 26.61 638 | 10.45 590 | 31.29 581 | 32.75 586 | 31.19 648 | 41.62 653 | 18.47 493 | 19.78 614 | 24.29 626 | 34.06 682 | 0.76 572 | 0.42 573 | 2.16 642 | 1.79 649 | 1.23 556 | 1.56 579 |
|
| XPNet_ROB |  | 17.33 622 | 4.84 583 | 15.44 566 | 11.15 626 | 6.64 606 | 20.88 590 | 16.10 655 | 36.26 645 | 39.54 629 | 31.80 655 | 41.32 648 | 41.30 677 | 23.91 632 | 24.67 627 | 27.40 654 | 1.07 612 | 0.74 622 | 0.79 589 | 0.25 505 | 1.10 547 | 1.31 563 |
|
| w-ln-seven-2 |  | 17.58 623 | 7.62 629 | 41.78 678 | 11.29 631 | 6.55 605 | 23.49 611 | 14.08 633 | 29.64 557 | 39.85 633 | 28.44 632 | 42.38 656 | 30.45 608 | 27.66 654 | 22.16 610 | 22.15 617 | 0.44 518 | 0.49 594 | 0.65 578 | 0.17 452 | 1.58 572 | 0.81 512 |
|
| RP |  | 17.58 623 | 4.92 589 | 15.27 565 | 15.44 670 | 11.95 682 | 21.05 592 | 11.75 612 | 27.64 526 | 45.09 663 | 22.99 577 | 42.05 655 | 39.39 666 | 27.74 655 | 25.54 633 | 22.33 622 | 5.45 674 | 0.59 610 | 4.33 664 | 1.62 648 | 3.53 628 | 2.86 619 |
|
| SuperB |  | 17.60 625 | 6.22 611 | 56.40 707 | 7.91 535 | 5.07 532 | 19.70 583 | 9.03 554 | 24.87 488 | 50.15 688 | 26.25 615 | 39.13 635 | 17.61 476 | 20.84 620 | 22.28 611 | 25.31 642 | 0.70 561 | 0.31 549 | 1.10 616 | 0.71 607 | 16.58 701 | 1.86 589 |
|
| ETE_ROB |  | 17.67 626 | 9.48 640 | 17.66 593 | 13.60 651 | 4.57 507 | 23.03 607 | 21.09 683 | 32.49 599 | 35.24 604 | 30.49 645 | 38.06 628 | 46.18 693 | 24.49 635 | 26.40 638 | 24.21 635 | 0.46 525 | 0.24 518 | 1.14 617 | 0.84 613 | 1.52 571 | 2.13 601 |
|
| APVNet |  | 17.75 627 | 5.46 598 | 20.35 621 | 12.31 643 | 8.40 647 | 30.16 656 | 24.10 697 | 41.14 680 | 30.12 555 | 25.08 599 | 41.09 646 | 31.24 612 | 23.12 628 | 27.07 641 | 27.86 660 | 0.34 485 | 0.56 608 | 3.02 657 | 0.52 591 | 1.68 580 | 1.45 572 |
|
| PWCDC_ROB |   | 17.80 628 | 9.62 641 | 18.38 602 | 17.95 677 | 7.74 635 | 24.61 619 | 5.56 462 | 34.41 626 | 52.79 693 | 29.66 640 | 50.20 689 | 20.63 517 | 19.69 612 | 29.85 657 | 20.87 605 | 6.18 678 | 0.26 530 | 0.10 432 | 0.05 339 | 5.36 652 | 2.00 596 |
|
| MDST_ROB |  | 17.92 629 | 1.60 358 | 13.68 539 | 13.88 657 | 6.44 603 | 43.05 699 | 14.86 641 | 42.74 688 | 41.66 640 | 43.25 693 | 42.85 660 | 28.43 591 | 17.28 586 | 29.35 653 | 16.06 572 | 0.88 596 | 0.11 387 | 0.63 575 | 0.47 585 | 0.50 448 | 0.64 488 |
|
| Nwc_Net |  | 17.98 630 | 4.67 580 | 17.79 597 | 14.26 660 | 11.65 680 | 25.14 626 | 14.88 642 | 40.85 677 | 39.83 632 | 21.07 551 | 43.24 662 | 34.50 643 | 27.64 653 | 26.44 640 | 25.03 639 | 3.22 657 | 0.18 467 | 2.52 651 | 3.18 664 | 1.98 590 | 1.51 575 |
|
| ADCP+ |  | 18.16 631 | 4.61 579 | 32.94 658 | 9.31 570 | 10.23 667 | 28.87 648 | 11.69 610 | 33.43 611 | 36.49 614 | 29.28 638 | 40.49 643 | 24.18 558 | 24.61 638 | 33.89 667 | 35.33 684 | 0.25 460 | 0.40 568 | 2.00 638 | 1.17 636 | 2.16 597 | 1.87 591 |
|
| Wz-Net-LNSev |  | 18.19 632 | 10.57 651 | 41.33 676 | 10.19 599 | 7.94 641 | 24.29 615 | 15.28 650 | 34.15 619 | 43.38 654 | 32.90 661 | 43.72 666 | 31.94 619 | 22.21 624 | 20.81 603 | 22.26 619 | 0.47 526 | 0.22 499 | 0.00 1 | 0.02 257 | 1.22 555 | 0.94 532 |
|
| PWC_ROB |   | 18.37 633 | 10.55 650 | 25.19 636 | 10.21 600 | 6.29 602 | 23.75 612 | 4.79 436 | 35.93 642 | 48.75 678 | 32.56 659 | 44.46 671 | 34.68 645 | 24.78 640 | 30.99 659 | 25.72 647 | 1.38 623 | 0.08 324 | 1.57 632 | 0.26 511 | 2.18 598 | 3.17 629 |
|
| AF-Net |  | 18.38 634 | 5.60 600 | 14.21 549 | 15.95 671 | 10.78 670 | 22.26 601 | 10.45 590 | 35.39 635 | 50.22 689 | 24.71 595 | 37.77 624 | 41.55 678 | 29.24 663 | 29.11 651 | 26.67 648 | 4.35 668 | 0.06 256 | 4.56 666 | 0.90 616 | 2.42 599 | 1.38 568 |
|
| stereogan |  | 18.62 635 | 3.07 541 | 16.31 580 | 13.04 648 | 9.99 665 | 35.74 679 | 9.09 557 | 38.17 662 | 45.27 664 | 24.39 594 | 41.24 647 | 39.93 668 | 25.46 644 | 31.29 661 | 24.33 637 | 1.80 630 | 0.91 636 | 2.71 654 | 0.75 610 | 5.15 649 | 3.70 630 |
|
| edge stereo |  | 18.75 636 | 5.12 590 | 17.66 593 | 10.77 619 | 7.84 639 | 22.41 603 | 11.03 598 | 35.23 634 | 42.07 646 | 34.62 669 | 42.74 658 | 41.28 676 | 35.50 684 | 25.14 631 | 24.17 634 | 2.42 645 | 2.42 671 | 6.35 675 | 1.45 644 | 2.89 612 | 3.80 631 |
|
| RYNet |  | 18.92 637 | 4.69 582 | 16.88 584 | 10.99 623 | 15.84 695 | 46.72 702 | 16.57 661 | 37.84 659 | 48.03 673 | 26.92 618 | 26.48 488 | 37.84 660 | 24.92 642 | 19.80 580 | 31.04 674 | 0.25 460 | 0.25 526 | 0.62 574 | 0.03 286 | 6.34 657 | 6.39 662 |
|
| Wz-Net-MNSev |  | 18.98 638 | 6.53 614 | 33.16 660 | 10.15 598 | 7.26 626 | 38.37 690 | 16.45 659 | 34.19 621 | 43.20 652 | 30.65 646 | 40.76 644 | 40.51 672 | 19.24 609 | 27.56 643 | 28.06 665 | 0.81 583 | 0.26 530 | 0.05 355 | 0.10 411 | 1.45 570 | 0.84 517 |
|
| LALA_ROB |  | 19.19 639 | 7.15 625 | 15.93 574 | 12.96 647 | 5.30 555 | 28.30 646 | 23.21 695 | 42.51 685 | 36.69 615 | 33.45 663 | 40.81 645 | 50.96 705 | 24.53 636 | 27.92 645 | 25.66 645 | 0.60 548 | 0.44 580 | 2.04 639 | 1.22 638 | 2.54 603 | 1.47 573 |
|
| aanetorigin |  | 19.21 640 | 12.59 663 | 53.50 694 | 9.67 582 | 7.83 638 | 11.85 438 | 13.87 631 | 17.05 369 | 34.15 595 | 49.18 703 | 48.89 685 | 34.05 640 | 30.22 667 | 22.86 616 | 28.00 664 | 1.01 607 | 0.75 624 | 0.67 580 | 0.89 615 | 3.07 615 | 4.14 640 |
|
| SGM_RVC |   | 19.52 641 | 2.12 486 | 6.79 284 | 6.59 470 | 1.33 245 | 38.20 689 | 15.74 653 | 38.13 661 | 34.07 593 | 45.71 698 | 41.91 654 | 51.41 706 | 38.10 691 | 38.77 694 | 27.80 659 | 0.61 552 | 0.36 562 | 0.51 563 | 0.33 546 | 1.03 542 | 0.90 527 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| RTSC |  | 19.64 642 | 9.36 637 | 31.06 656 | 10.99 623 | 6.24 599 | 28.10 645 | 10.14 584 | 37.50 658 | 58.34 716 | 31.74 653 | 36.70 616 | 32.50 626 | 21.03 622 | 36.00 683 | 37.24 694 | 1.23 618 | 0.44 580 | 0.12 449 | 0.31 538 | 1.98 590 | 1.69 585 |
|
| NCC-stereo |  | 19.75 643 | 6.08 604 | 23.96 631 | 15.05 666 | 16.17 696 | 18.42 572 | 21.45 684 | 43.31 694 | 41.00 638 | 24.30 589 | 38.12 629 | 34.98 646 | 26.92 649 | 35.46 675 | 25.65 643 | 4.29 666 | 2.07 664 | 3.24 660 | 8.90 699 | 2.86 610 | 2.86 619 |
|
| Abc-Net |  | 19.75 643 | 6.08 604 | 23.96 631 | 15.05 666 | 16.17 696 | 18.42 572 | 21.45 684 | 43.31 694 | 41.00 638 | 24.30 589 | 38.12 629 | 34.98 646 | 26.92 649 | 35.46 675 | 25.65 643 | 4.29 666 | 2.07 664 | 3.24 660 | 8.90 699 | 2.86 610 | 2.86 619 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| DGSMNet |  | 19.79 645 | 12.06 662 | 33.43 661 | 13.79 654 | 16.23 698 | 22.97 606 | 15.88 654 | 35.41 636 | 41.96 644 | 19.90 525 | 32.16 574 | 35.60 649 | 18.14 599 | 29.48 655 | 23.10 627 | 3.85 662 | 3.89 695 | 6.16 673 | 4.75 678 | 13.56 691 | 13.44 700 |
|
| RGC |  | 19.90 646 | 13.26 667 | 20.24 620 | 18.19 678 | 14.06 691 | 21.21 593 | 14.33 635 | 34.97 630 | 43.60 656 | 27.73 627 | 41.49 651 | 39.76 667 | 27.98 656 | 34.52 670 | 21.37 606 | 3.66 661 | 0.54 605 | 8.67 688 | 4.16 675 | 4.19 637 | 4.02 637 |
|
| DeepPrunerF |  | 19.92 647 | 11.02 658 | 44.29 681 | 20.74 686 | 17.75 700 | 19.19 579 | 22.57 689 | 36.86 652 | 49.93 684 | 25.48 606 | 36.62 615 | 24.69 565 | 23.97 633 | 23.44 620 | 21.79 611 | 2.68 650 | 1.63 656 | 5.70 670 | 3.95 672 | 3.38 627 | 2.67 614 |
|
| WCMA_ROB |  | 20.02 648 | 4.30 574 | 19.72 615 | 9.47 577 | 7.00 619 | 32.71 670 | 13.99 632 | 31.97 589 | 32.48 582 | 41.51 688 | 52.00 694 | 44.09 684 | 36.14 686 | 32.43 663 | 24.29 636 | 6.19 679 | 2.79 678 | 1.09 615 | 1.10 631 | 3.95 633 | 3.13 627 |
|
| MSAF-DinoV2 |  | 20.61 649 | 7.35 626 | 24.41 633 | 11.43 634 | 4.88 518 | 30.12 655 | 16.70 662 | 39.67 671 | 54.27 697 | 22.75 573 | 32.01 570 | 48.05 699 | 30.44 669 | 37.52 688 | 40.45 702 | 0.72 565 | 0.50 596 | 0.44 554 | 1.23 639 | 4.64 641 | 4.54 646 |
|
| psmorigin |  | 20.95 650 | 10.24 648 | 35.84 663 | 9.75 584 | 7.05 620 | 24.59 618 | 10.11 581 | 32.85 605 | 32.17 578 | 43.09 691 | 54.57 704 | 42.79 681 | 36.62 687 | 35.99 682 | 27.41 655 | 1.58 625 | 2.72 676 | 0.79 589 | 1.05 628 | 3.26 625 | 6.50 663 |
|
| SANet |  | 20.96 651 | 6.60 616 | 29.81 650 | 8.83 557 | 3.19 416 | 31.27 663 | 20.56 681 | 41.86 683 | 56.09 708 | 39.30 683 | 43.62 664 | 44.95 686 | 31.93 675 | 27.83 644 | 23.67 629 | 0.94 598 | 0.52 603 | 0.99 608 | 0.42 573 | 4.72 643 | 2.03 598 |
|
| FBW_ROB |  | 21.00 652 | 10.23 647 | 22.72 629 | 13.71 652 | 6.77 611 | 30.49 661 | 16.46 660 | 44.58 697 | 43.57 655 | 44.25 696 | 39.59 638 | 43.27 683 | 26.12 646 | 33.96 668 | 21.80 612 | 2.58 649 | 1.84 659 | 7.14 686 | 2.78 662 | 4.00 635 | 4.06 638 |
|
| w-ln-seven |  | 21.04 653 | 9.30 635 | 55.15 705 | 11.32 632 | 9.98 664 | 30.27 657 | 18.05 672 | 37.06 654 | 55.12 704 | 36.70 675 | 43.26 663 | 33.73 636 | 22.90 626 | 22.63 614 | 29.52 668 | 0.39 506 | 0.18 467 | 0.85 599 | 0.16 447 | 2.75 607 | 1.47 573 |
|
| z-mn7 |  | 21.05 654 | 9.91 643 | 45.96 686 | 11.27 630 | 5.23 544 | 33.41 672 | 15.27 649 | 35.65 639 | 57.07 712 | 26.62 617 | 53.08 696 | 32.21 622 | 24.80 641 | 35.65 678 | 30.93 673 | 0.49 529 | 0.25 526 | 0.55 567 | 0.11 421 | 1.62 574 | 0.90 527 |
|
| SQANet |  | 21.24 655 | 24.08 699 | 19.60 613 | 26.40 701 | 18.74 702 | 30.87 662 | 9.24 560 | 32.70 602 | 29.58 546 | 25.25 601 | 33.37 592 | 33.47 634 | 19.19 608 | 28.11 649 | 18.32 589 | 10.87 697 | 2.92 680 | 26.49 713 | 5.65 684 | 18.43 705 | 11.48 695 |
|
| G-Net |  | 21.25 656 | 8.24 633 | 37.97 669 | 15.14 669 | 9.26 661 | 50.87 708 | 16.80 664 | 27.96 529 | 30.54 558 | 38.92 680 | 42.93 661 | 33.27 631 | 32.17 676 | 27.99 647 | 25.25 641 | 4.40 670 | 3.83 692 | 3.60 663 | 0.97 625 | 7.91 668 | 6.95 669 |
|
| SHD |  | 21.32 657 | 10.03 644 | 30.16 653 | 14.30 661 | 8.68 651 | 24.15 613 | 8.93 552 | 40.82 676 | 61.17 721 | 35.79 672 | 44.15 669 | 38.73 662 | 30.20 666 | 33.88 666 | 31.09 675 | 2.00 634 | 0.81 627 | 1.17 618 | 1.55 645 | 4.08 636 | 4.78 648 |
|
| MultiAttention |  | 21.34 658 | 1.48 304 | 14.65 557 | 12.08 641 | 4.10 471 | 63.05 726 | 95.71 760 | 42.52 686 | 41.89 643 | 15.33 417 | 30.20 538 | 28.14 589 | 7.73 379 | 44.07 705 | 13.67 550 | 0.84 589 | 0.27 534 | 1.06 611 | 1.58 647 | 4.47 640 | 3.88 635 |
|
| CSAN |  | 21.34 658 | 9.45 639 | 23.34 630 | 20.99 688 | 4.95 522 | 32.57 668 | 34.26 715 | 38.83 667 | 49.95 686 | 36.97 677 | 39.72 639 | 44.97 687 | 31.73 674 | 26.05 635 | 23.94 631 | 1.52 624 | 0.47 589 | 0.85 599 | 1.43 643 | 2.73 606 | 2.14 604 |
|
| UDG |  | 21.45 660 | 14.84 674 | 14.44 555 | 21.30 691 | 20.08 704 | 32.05 667 | 13.76 629 | 35.98 644 | 35.52 607 | 25.93 609 | 30.69 543 | 37.26 656 | 30.66 670 | 21.97 608 | 19.89 600 | 10.88 699 | 5.55 700 | 22.78 708 | 7.65 692 | 14.83 697 | 13.05 699 |
|
| ADCL |  | 21.64 661 | 6.20 608 | 47.32 688 | 9.93 591 | 6.91 618 | 38.69 693 | 19.97 679 | 31.26 579 | 54.04 695 | 27.89 628 | 47.97 682 | 31.35 615 | 30.66 670 | 33.18 665 | 36.62 689 | 0.99 604 | 0.92 637 | 2.63 652 | 1.82 651 | 2.45 600 | 2.13 601 |
|
| ADCPNet |  | 21.93 662 | 9.38 638 | 57.92 709 | 11.76 637 | 6.88 616 | 36.03 680 | 18.44 674 | 32.80 604 | 35.93 609 | 32.91 662 | 43.80 667 | 39.21 665 | 26.99 651 | 31.14 660 | 36.94 691 | 2.05 635 | 2.67 675 | 2.30 646 | 3.45 668 | 4.22 638 | 3.82 632 |
|
| zh-mn7 |  | 21.99 663 | 13.21 666 | 53.55 697 | 10.73 616 | 5.68 574 | 27.38 642 | 14.94 643 | 34.53 628 | 56.55 710 | 40.02 684 | 57.13 708 | 31.28 613 | 23.73 631 | 35.83 680 | 30.28 670 | 0.95 601 | 0.44 580 | 0.22 508 | 0.19 467 | 1.26 559 | 1.86 589 |
|
| CC-Net-ROB |  | 22.04 664 | 22.91 696 | 28.86 645 | 14.05 658 | 8.73 653 | 33.79 673 | 15.26 648 | 46.84 701 | 36.06 611 | 33.72 665 | 32.10 572 | 35.47 648 | 24.02 634 | 23.57 621 | 27.88 661 | 8.95 691 | 2.95 681 | 24.94 710 | 3.68 669 | 12.41 689 | 4.62 647 |
|
| MeshStereo |   | 22.27 665 | 6.87 621 | 11.15 491 | 7.69 527 | 4.87 517 | 37.70 687 | 13.06 623 | 41.64 682 | 36.95 617 | 50.92 706 | 53.41 699 | 58.12 711 | 41.93 703 | 37.73 690 | 27.62 658 | 2.52 648 | 2.37 670 | 2.99 656 | 2.07 656 | 3.09 616 | 2.60 612 |
| 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 |  | 22.66 666 | 19.69 690 | 14.64 556 | 24.11 697 | 22.38 708 | 24.84 620 | 17.71 669 | 30.36 568 | 30.32 557 | 29.02 634 | 37.31 622 | 37.63 658 | 24.66 639 | 24.67 627 | 17.08 580 | 18.42 708 | 7.92 708 | 26.43 712 | 11.81 707 | 17.23 702 | 16.95 706 |
|
| Wz-Net-SNSev |  | 22.67 667 | 16.94 682 | 45.69 684 | 13.85 656 | 8.52 649 | 28.89 649 | 27.06 704 | 39.39 669 | 55.04 702 | 31.77 654 | 53.23 697 | 39.18 664 | 23.41 630 | 26.40 638 | 36.25 687 | 0.78 574 | 0.21 489 | 1.21 622 | 0.90 616 | 3.03 614 | 1.62 581 |
|
| ADCMid |  | 22.76 668 | 10.75 653 | 41.73 677 | 11.23 628 | 7.97 642 | 27.26 641 | 19.18 678 | 35.44 638 | 38.02 625 | 40.23 685 | 46.38 676 | 36.56 653 | 42.70 704 | 38.20 692 | 40.75 703 | 1.77 628 | 1.43 650 | 3.05 658 | 3.81 671 | 4.96 645 | 3.82 632 |
|
| MSMD_ROB |  | 22.90 669 | 9.64 642 | 14.76 560 | 17.46 676 | 9.88 663 | 34.94 675 | 18.83 675 | 33.67 614 | 37.47 618 | 40.97 687 | 59.80 712 | 45.93 691 | 38.34 693 | 31.74 662 | 23.24 628 | 6.22 680 | 3.58 689 | 8.78 689 | 11.03 705 | 6.76 660 | 5.06 652 |
|
| LE_ROB |  | 22.93 670 | 3.07 541 | 14.02 544 | 7.70 528 | 2.86 394 | 31.99 666 | 17.35 667 | 28.10 533 | 67.19 733 | 70.51 735 | 55.61 707 | 49.07 700 | 47.62 715 | 24.76 630 | 36.49 688 | 0.35 488 | 0.20 481 | 0.27 522 | 0.55 595 | 0.48 434 | 0.44 439 |
|
| zh-sn7 |  | 23.03 671 | 15.48 676 | 50.25 690 | 14.08 659 | 7.77 637 | 26.71 639 | 23.32 696 | 36.59 648 | 48.43 676 | 33.80 666 | 51.71 692 | 33.34 633 | 33.77 680 | 39.91 698 | 37.07 692 | 0.60 548 | 0.86 630 | 0.54 566 | 0.35 551 | 3.18 619 | 2.85 617 |
|
| DStereoO |  | 23.30 672 | 15.58 677 | 13.92 541 | 14.76 665 | 8.35 646 | 16.44 546 | 16.19 657 | 33.98 616 | 39.60 630 | 30.48 644 | 28.08 504 | 31.65 618 | 32.30 677 | 41.39 701 | 27.39 653 | 48.20 727 | 3.83 692 | 28.72 714 | 3.33 667 | 25.98 712 | 5.78 655 |
|
| AnyNet_C32 |  | 23.37 673 | 13.28 668 | 40.29 673 | 12.36 644 | 11.44 677 | 30.39 658 | 29.15 709 | 31.36 582 | 44.90 662 | 35.36 670 | 48.86 683 | 33.61 635 | 34.20 681 | 43.15 704 | 41.62 709 | 1.27 619 | 1.35 647 | 1.18 620 | 2.58 660 | 4.77 644 | 6.27 660 |
|
| SGM-ForestM |  | 23.72 674 | 2.44 508 | 9.13 418 | 7.43 515 | 2.25 351 | 44.80 701 | 19.11 677 | 44.90 698 | 49.97 687 | 50.74 705 | 51.18 690 | 62.06 719 | 45.83 709 | 44.96 706 | 33.88 680 | 1.00 605 | 0.84 629 | 0.78 587 | 0.62 600 | 1.29 561 | 1.11 550 |
|
| MFN_U_SF_DS_RVC |  | 23.92 675 | 13.60 669 | 30.09 652 | 25.46 699 | 10.02 666 | 38.51 691 | 20.40 680 | 35.77 641 | 43.76 657 | 42.15 689 | 47.10 681 | 39.99 669 | 28.20 659 | 35.96 681 | 27.06 651 | 3.64 660 | 3.85 694 | 6.66 679 | 16.30 713 | 4.97 646 | 4.98 651 |
|
| ccnet |  | 24.02 676 | 16.16 679 | 21.70 626 | 11.83 639 | 17.75 700 | 37.87 688 | 16.18 656 | 45.46 700 | 31.93 574 | 36.99 678 | 46.46 680 | 38.76 663 | 29.52 664 | 37.55 689 | 40.93 706 | 9.20 692 | 6.29 702 | 9.63 691 | 7.71 694 | 11.19 684 | 7.21 674 |
|
| PSMNet-RUCA |  | 24.03 677 | 26.83 702 | 40.96 675 | 35.46 709 | 34.27 715 | 16.24 543 | 9.79 571 | 39.82 672 | 31.45 566 | 31.49 650 | 41.54 652 | 36.82 654 | 26.02 645 | 27.92 645 | 15.09 565 | 11.51 703 | 2.06 662 | 20.58 705 | 8.10 697 | 15.83 699 | 8.74 683 |
|
| XQC |  | 24.10 678 | 16.76 681 | 50.68 691 | 21.37 692 | 11.01 672 | 35.24 677 | 18.84 676 | 37.28 657 | 55.11 703 | 31.64 652 | 30.06 537 | 37.71 659 | 30.31 668 | 37.17 686 | 39.66 699 | 4.20 665 | 0.41 569 | 2.76 655 | 1.89 653 | 11.46 688 | 8.42 682 |
|
| FC-DCNN |   | 24.37 679 | 10.99 657 | 19.02 607 | 18.44 679 | 9.16 659 | 36.98 684 | 23.07 693 | 40.44 674 | 43.05 651 | 46.25 700 | 53.58 701 | 50.44 702 | 37.86 690 | 35.45 674 | 27.57 657 | 6.87 685 | 3.37 684 | 6.01 671 | 4.88 680 | 7.86 667 | 6.05 657 |
|
| DPSNet |  | 24.40 680 | 6.97 624 | 33.14 659 | 11.16 627 | 6.54 604 | 53.33 711 | 43.32 723 | 51.28 713 | 59.37 719 | 30.89 647 | 39.36 636 | 40.35 671 | 34.30 682 | 32.57 664 | 25.09 640 | 4.65 672 | 1.62 655 | 0.37 548 | 0.66 603 | 8.51 673 | 4.44 644 |
|
| FC-DCNN v2 |   | 24.44 681 | 10.97 656 | 18.53 604 | 18.49 680 | 9.18 660 | 37.41 686 | 23.03 692 | 40.91 678 | 43.02 650 | 46.46 701 | 54.06 702 | 50.67 703 | 38.26 692 | 35.41 673 | 27.52 656 | 6.85 684 | 3.38 685 | 6.03 672 | 4.89 681 | 7.82 666 | 5.94 656 |
|
| PDISCO_ROB |  | 24.45 682 | 9.24 634 | 29.28 648 | 28.68 704 | 19.96 703 | 37.14 685 | 15.33 651 | 45.04 699 | 54.69 699 | 29.24 637 | 42.67 657 | 46.07 692 | 28.17 658 | 35.35 672 | 30.30 671 | 9.92 694 | 2.13 666 | 6.90 680 | 3.20 665 | 8.74 674 | 6.87 668 |
|
| Wz-Net-TNSev |  | 25.12 683 | 20.16 691 | 57.98 710 | 9.56 579 | 7.42 629 | 42.73 698 | 22.27 687 | 35.14 632 | 53.46 694 | 35.97 674 | 42.74 658 | 45.83 689 | 39.87 697 | 36.56 684 | 34.73 683 | 1.82 631 | 1.51 653 | 0.76 586 | 1.34 642 | 5.84 656 | 6.80 666 |
|
| EDNetEfficient |  | 25.16 684 | 22.23 695 | 77.22 735 | 9.09 564 | 7.38 627 | 19.38 580 | 16.78 663 | 21.41 446 | 55.74 707 | 61.52 726 | 53.51 700 | 36.22 651 | 40.65 701 | 24.22 624 | 38.27 696 | 0.62 555 | 0.74 622 | 0.86 602 | 2.60 661 | 7.70 664 | 7.09 671 |
|
| WZ-Net |  | 25.17 685 | 12.95 664 | 63.02 714 | 15.13 668 | 10.42 669 | 38.51 691 | 27.42 706 | 40.46 675 | 54.17 696 | 28.32 631 | 52.95 695 | 40.81 674 | 28.36 660 | 37.07 685 | 41.35 708 | 1.21 617 | 0.21 489 | 0.73 584 | 0.94 622 | 5.42 654 | 3.87 634 |
|
| AANet |  | 25.23 686 | 25.90 701 | 70.86 728 | 8.25 547 | 6.82 613 | 24.45 616 | 10.96 596 | 32.18 592 | 56.29 709 | 56.40 712 | 51.41 691 | 47.70 697 | 40.20 698 | 25.76 634 | 35.38 685 | 2.68 650 | 0.32 552 | 0.99 608 | 0.43 576 | 3.80 632 | 3.92 636 |
|
| GANetREF_RVC |   | 25.41 687 | 29.28 704 | 24.63 634 | 25.18 698 | 6.04 592 | 30.44 659 | 35.39 718 | 47.84 704 | 50.60 690 | 36.88 676 | 36.04 613 | 34.11 642 | 31.23 672 | 37.46 687 | 27.96 663 | 8.58 689 | 2.66 674 | 16.29 701 | 4.95 682 | 14.37 696 | 8.32 681 |
| 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 |  | 25.59 688 | 14.91 675 | 18.83 606 | 28.55 703 | 15.68 694 | 39.29 694 | 18.16 673 | 42.83 691 | 41.69 641 | 44.43 697 | 51.94 693 | 50.82 704 | 39.22 696 | 34.59 671 | 27.29 652 | 6.05 677 | 3.63 690 | 7.01 683 | 6.41 685 | 10.35 679 | 10.17 693 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| DStereoSA |  | 26.02 689 | 16.00 678 | 36.80 666 | 23.05 695 | 13.50 687 | 27.80 644 | 20.87 682 | 49.24 708 | 58.93 717 | 26.92 618 | 36.89 617 | 29.48 599 | 37.74 689 | 38.81 695 | 26.96 649 | 7.13 686 | 7.34 707 | 15.03 699 | 11.26 706 | 21.25 707 | 15.34 702 |
|
| ADCS |  | 26.20 690 | 13.71 670 | 46.90 687 | 14.51 663 | 10.34 668 | 30.46 660 | 22.72 691 | 42.81 690 | 57.61 715 | 42.58 690 | 49.37 687 | 41.91 679 | 40.43 699 | 41.90 703 | 44.58 714 | 2.37 642 | 2.19 668 | 2.37 649 | 3.29 666 | 7.32 662 | 6.52 664 |
|
| DStereoFS |  | 26.88 691 | 21.28 694 | 29.50 649 | 18.65 681 | 12.35 684 | 29.13 653 | 13.04 622 | 50.34 712 | 47.29 671 | 35.95 673 | 44.38 670 | 36.32 652 | 41.02 702 | 51.90 719 | 33.82 678 | 7.92 687 | 5.83 701 | 15.86 700 | 9.22 701 | 17.41 704 | 16.41 704 |
|
| DLNR_Zeroshot_test |   | 27.62 692 | 51.32 719 | 91.46 752 | 98.51 762 | 98.03 763 | 3.10 70 | 0.50 83 | 30.95 575 | 7.65 250 | 8.16 276 | 15.68 337 | 7.31 286 | 1.63 99 | 11.87 372 | 4.21 355 | 40.37 721 | 0.87 632 | 0.06 378 | 0.34 549 | 80.23 746 | 0.24 357 |
|
| DLNR-FE |  | 27.66 693 | 51.31 718 | 91.55 754 | 98.52 763 | 97.91 762 | 3.10 70 | 0.50 83 | 31.55 584 | 7.66 251 | 8.18 277 | 15.67 335 | 7.31 286 | 1.63 99 | 11.88 373 | 4.21 355 | 40.23 720 | 0.89 635 | 0.06 378 | 0.34 549 | 80.38 747 | 0.24 357 |
|
| MFN_U_SF_RVC |  | 28.16 694 | 14.14 672 | 53.23 693 | 21.11 689 | 7.91 640 | 39.97 695 | 13.13 624 | 51.65 715 | 46.34 666 | 47.41 702 | 53.38 698 | 55.32 709 | 40.53 700 | 38.47 693 | 39.74 700 | 5.67 676 | 4.46 696 | 6.98 682 | 8.73 698 | 7.47 663 | 7.44 676 |
|
| PASM |  | 28.19 695 | 17.35 683 | 48.18 689 | 22.49 694 | 22.20 707 | 25.92 631 | 25.84 702 | 34.35 624 | 49.45 682 | 35.37 671 | 39.48 637 | 46.72 695 | 33.36 679 | 34.28 669 | 36.77 690 | 11.73 704 | 14.94 715 | 17.43 704 | 22.18 715 | 13.45 690 | 12.32 698 |
|
| EDNetEfficientorigin |  | 28.98 696 | 35.45 711 | 99.82 766 | 9.43 572 | 5.65 572 | 24.97 623 | 14.79 640 | 26.06 506 | 54.82 700 | 60.87 722 | 57.59 709 | 45.42 688 | 50.27 718 | 26.11 636 | 43.62 711 | 0.30 475 | 0.37 563 | 1.61 633 | 2.35 658 | 10.17 678 | 9.99 692 |
|
| AnyNet_C01 |  | 29.76 697 | 25.78 700 | 75.37 733 | 17.03 674 | 11.34 675 | 49.00 706 | 27.12 705 | 37.99 660 | 40.05 635 | 40.73 686 | 65.13 723 | 46.98 696 | 38.86 695 | 46.63 707 | 48.19 719 | 2.14 636 | 2.13 666 | 2.13 641 | 2.56 659 | 8.14 670 | 7.98 680 |
|
| LSM |  | 29.98 698 | 19.52 689 | 55.11 704 | 19.06 682 | 53.75 728 | 32.57 668 | 23.17 694 | 42.61 687 | 48.57 677 | 45.97 699 | 55.04 706 | 42.93 682 | 36.02 685 | 35.63 677 | 27.03 650 | 2.33 640 | 9.19 709 | 4.87 667 | 7.71 694 | 10.65 682 | 27.91 716 |
|
| RTS |  | 30.15 699 | 23.12 697 | 96.33 756 | 16.71 672 | 11.63 678 | 58.66 720 | 24.28 698 | 36.80 650 | 62.63 725 | 43.79 694 | 46.10 674 | 32.56 627 | 43.90 705 | 51.29 715 | 40.92 704 | 2.38 643 | 0.66 616 | 1.06 611 | 0.74 608 | 5.11 647 | 4.34 642 |
|
| RTSA |  | 30.15 699 | 23.12 697 | 96.33 756 | 16.71 672 | 11.63 678 | 58.66 720 | 24.28 698 | 36.80 650 | 62.63 725 | 43.79 694 | 46.10 674 | 32.56 627 | 43.90 705 | 51.29 715 | 40.92 704 | 2.38 643 | 0.66 616 | 1.06 611 | 0.74 608 | 5.11 647 | 4.34 642 |
|
| DispFullNet |  | 30.27 701 | 31.74 706 | 58.63 711 | 30.13 706 | 28.18 712 | 31.79 665 | 8.94 553 | 37.16 655 | 54.68 698 | 32.60 660 | 37.99 626 | 44.62 685 | 28.80 662 | 41.55 702 | 27.93 662 | 11.94 705 | 3.46 687 | 35.53 718 | 12.34 708 | 30.08 715 | 17.26 707 |
|
| coex-ft |  | 30.77 702 | 38.58 714 | 93.29 755 | 9.44 575 | 5.62 570 | 34.95 676 | 25.30 701 | 30.83 573 | 59.36 718 | 73.23 739 | 58.53 710 | 45.92 690 | 47.29 713 | 29.44 654 | 45.30 715 | 1.37 621 | 1.65 657 | 0.95 606 | 0.96 624 | 8.35 672 | 4.96 650 |
|
| MANE |  | 31.97 703 | 10.75 653 | 17.71 596 | 20.94 687 | 13.77 689 | 47.80 704 | 26.85 703 | 53.00 718 | 55.20 705 | 59.29 718 | 64.30 720 | 64.93 723 | 56.31 728 | 51.83 718 | 38.69 698 | 9.61 693 | 4.72 697 | 6.91 681 | 19.93 714 | 9.20 675 | 7.64 678 |
|
| otaku |  | 33.18 704 | 35.99 712 | 52.93 692 | 40.01 712 | 21.41 705 | 55.08 712 | 17.25 666 | 43.30 693 | 61.58 722 | 39.25 682 | 49.16 686 | 46.61 694 | 28.49 661 | 39.77 697 | 28.76 666 | 18.56 709 | 7.00 706 | 31.82 716 | 9.61 702 | 21.53 709 | 15.48 703 |
|
| PVD |  | 33.19 705 | 18.59 685 | 37.64 668 | 26.09 700 | 16.99 699 | 33.25 671 | 42.25 722 | 51.42 714 | 66.03 731 | 52.65 709 | 64.31 721 | 51.93 707 | 55.13 724 | 51.61 717 | 40.40 701 | 4.00 664 | 3.51 688 | 9.53 690 | 4.26 676 | 10.62 681 | 23.56 711 |
|
| ELAS |   | 33.68 706 | 18.95 686 | 36.71 665 | 20.64 684 | 13.61 688 | 56.43 713 | 35.14 717 | 50.03 711 | 49.90 683 | 60.58 721 | 63.83 718 | 58.64 714 | 53.36 720 | 50.73 713 | 44.44 713 | 11.03 700 | 6.58 704 | 10.02 692 | 7.43 688 | 13.58 693 | 11.94 697 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ELAS_RVC |   | 33.79 707 | 19.15 687 | 35.97 664 | 21.28 690 | 13.79 690 | 52.58 709 | 36.11 719 | 48.96 707 | 55.66 706 | 61.47 725 | 62.91 714 | 58.35 713 | 53.55 721 | 53.37 721 | 42.23 710 | 11.25 702 | 6.64 705 | 10.32 693 | 7.05 687 | 13.56 691 | 11.58 696 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| SAMSARA |  | 34.43 708 | 18.53 684 | 31.91 657 | 55.34 722 | 35.34 716 | 75.99 740 | 94.71 759 | 47.97 705 | 50.84 691 | 37.47 679 | 36.99 620 | 53.12 708 | 38.55 694 | 39.56 696 | 38.65 697 | 3.59 659 | 5.40 699 | 2.22 645 | 3.72 670 | 9.43 676 | 9.29 688 |
|
| Ntro |  | 34.97 709 | 37.63 713 | 54.53 700 | 43.26 716 | 22.45 709 | 57.73 718 | 21.97 686 | 47.14 703 | 64.21 728 | 39.12 681 | 48.86 683 | 47.93 698 | 36.94 688 | 40.66 699 | 29.83 669 | 17.16 707 | 6.51 703 | 32.70 717 | 10.17 703 | 24.06 710 | 16.48 705 |
|
| BEATNet-Init1 |  | 35.08 710 | 20.64 692 | 54.70 702 | 27.43 702 | 12.00 683 | 58.29 719 | 31.01 712 | 52.58 717 | 57.49 714 | 60.36 720 | 62.98 715 | 69.98 731 | 55.54 726 | 53.00 720 | 44.40 712 | 4.61 671 | 2.84 679 | 7.05 684 | 6.89 686 | 10.97 683 | 8.94 685 |
|
| ACVNet-4b |  | 36.40 711 | 52.20 720 | 56.11 706 | 42.45 715 | 21.78 706 | 48.56 705 | 14.37 636 | 49.50 709 | 60.15 720 | 43.17 692 | 46.38 676 | 55.62 710 | 24.56 637 | 38.15 691 | 21.97 613 | 25.13 714 | 3.66 691 | 46.93 721 | 33.56 722 | 25.97 711 | 17.74 708 |
|
| MSC_U_SF_DS_RVC |  | 37.16 712 | 34.69 709 | 53.68 698 | 37.47 711 | 12.55 686 | 56.80 716 | 22.63 690 | 52.02 716 | 63.29 727 | 66.20 731 | 63.82 717 | 58.12 711 | 53.73 723 | 51.21 714 | 46.48 716 | 8.79 690 | 5.31 698 | 14.69 698 | 15.22 712 | 17.27 703 | 9.21 687 |
|
| GCST |   | 37.32 713 | 40.98 715 | 25.25 637 | 92.15 752 | 35.59 717 | 25.00 624 | 1.02 136 | 25.45 494 | 19.73 436 | 26.01 612 | 15.21 331 | 19.51 511 | 4.75 259 | 16.71 539 | 4.32 359 | 80.90 751 | 35.46 729 | 87.50 757 | 74.71 742 | 73.21 742 | 42.99 728 |
|
| ACVNet_1 |  | 41.30 714 | 49.46 717 | 64.91 719 | 44.67 717 | 25.07 710 | 49.43 707 | 25.23 700 | 55.33 720 | 65.87 730 | 59.72 719 | 59.33 711 | 63.43 721 | 48.79 717 | 49.63 711 | 37.09 693 | 19.05 710 | 9.82 710 | 38.29 719 | 13.97 711 | 28.67 713 | 18.23 710 |
|
| light-stereo |  | 41.36 715 | 29.75 705 | 55.07 703 | 54.98 721 | 49.52 723 | 36.70 682 | 17.57 668 | 46.92 702 | 51.01 692 | 53.58 710 | 54.47 703 | 62.25 720 | 35.15 683 | 48.78 709 | 33.36 676 | 34.63 717 | 26.20 726 | 20.76 706 | 28.59 718 | 46.39 722 | 41.49 727 |
|
| Consistency-Raft |  | 41.82 716 | 35.10 710 | 44.56 683 | 32.85 707 | 41.39 721 | 46.76 703 | 34.76 716 | 57.01 722 | 54.94 701 | 32.10 656 | 65.22 724 | 30.82 609 | 48.46 716 | 40.81 700 | 48.77 720 | 27.39 715 | 34.28 728 | 42.92 720 | 51.66 732 | 39.28 718 | 27.28 713 |
|
| NVStereoNet_ROB |  | 41.93 717 | 32.40 707 | 44.55 682 | 36.60 710 | 27.78 711 | 34.52 674 | 32.38 713 | 48.84 706 | 57.18 713 | 69.34 734 | 75.62 740 | 66.07 725 | 64.86 732 | 47.34 708 | 60.78 731 | 15.72 706 | 23.99 723 | 23.40 709 | 32.06 721 | 21.34 708 | 23.86 712 |
| 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 |  | 45.10 718 | 33.36 708 | 54.69 701 | 33.57 708 | 31.94 714 | 43.06 700 | 17.79 671 | 49.52 710 | 56.61 711 | 50.97 707 | 64.04 719 | 70.09 732 | 53.57 722 | 49.77 712 | 53.19 725 | 53.87 730 | 14.08 714 | 54.69 727 | 35.89 723 | 41.66 719 | 39.69 723 |
|
| RainbowNet |  | 51.25 719 | 62.74 729 | 64.52 718 | 60.13 723 | 39.00 720 | 58.72 722 | 30.83 711 | 57.31 723 | 79.18 745 | 50.24 704 | 65.35 725 | 60.13 716 | 44.25 707 | 49.47 710 | 41.16 707 | 46.52 726 | 46.06 736 | 52.72 725 | 31.78 720 | 52.33 727 | 32.47 717 |
|
| anonymity |  | 52.32 720 | 58.23 724 | 63.91 715 | 41.12 714 | 59.25 732 | 53.27 710 | 41.04 721 | 55.69 721 | 40.20 636 | 54.85 711 | 49.49 688 | 49.13 701 | 55.48 725 | 59.07 723 | 49.65 723 | 55.86 735 | 50.03 742 | 51.00 723 | 51.08 730 | 51.71 725 | 56.36 731 |
|
| MADNet+ |  | 53.31 721 | 68.61 732 | 98.75 763 | 67.03 727 | 37.58 718 | 79.83 746 | 81.74 748 | 60.38 725 | 61.61 723 | 51.43 708 | 54.92 705 | 61.11 718 | 59.29 730 | 69.66 732 | 76.71 753 | 23.88 712 | 24.03 724 | 17.08 703 | 12.35 709 | 32.47 716 | 27.69 715 |
|
| JetBlue |  | 54.08 722 | 45.10 716 | 74.15 731 | 51.17 719 | 47.68 722 | 75.66 739 | 60.97 733 | 63.63 726 | 62.09 724 | 63.32 729 | 64.88 722 | 78.86 740 | 68.17 733 | 68.15 730 | 75.09 752 | 36.86 718 | 24.88 725 | 29.01 715 | 29.12 719 | 28.71 714 | 34.13 719 |
|
| SGM+DAISY |  | 54.67 723 | 56.61 721 | 62.73 713 | 40.21 713 | 53.22 726 | 61.95 725 | 48.59 726 | 55.05 719 | 44.62 661 | 61.03 724 | 63.68 716 | 60.46 717 | 55.62 727 | 60.68 725 | 55.34 727 | 56.34 738 | 48.56 739 | 50.16 722 | 49.63 729 | 52.25 726 | 56.76 733 |
|
| SPS-STEREO |   | 55.62 724 | 59.14 725 | 64.16 716 | 45.05 718 | 53.84 729 | 59.88 723 | 44.00 724 | 59.53 724 | 49.94 685 | 62.33 727 | 61.09 713 | 59.80 715 | 56.82 729 | 60.06 724 | 57.85 728 | 58.41 739 | 48.34 738 | 51.07 724 | 49.21 728 | 55.41 729 | 56.48 732 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| Selective-IGEV-i16pa |  | 56.08 725 | 59.75 726 | 69.90 726 | 21.43 693 | 14.80 692 | 97.01 759 | 29.83 710 | 86.97 757 | 94.48 761 | 85.76 754 | 93.21 757 | 81.88 745 | 74.46 743 | 96.71 764 | 79.25 756 | 30.92 716 | 13.32 712 | 16.91 702 | 7.73 696 | 15.59 698 | 51.73 729 |
|
| Selective-IGEV-i1pa |  | 56.65 726 | 73.08 737 | 56.50 708 | 29.63 705 | 14.87 693 | 94.58 756 | 46.49 725 | 80.65 754 | 87.08 753 | 88.18 757 | 87.03 754 | 74.01 736 | 68.51 734 | 94.68 762 | 74.38 749 | 45.10 725 | 26.62 727 | 26.16 711 | 13.27 710 | 19.40 706 | 32.71 718 |
|
| ACVNet_2 |  | 57.39 727 | 61.72 728 | 72.56 730 | 66.35 726 | 38.29 719 | 61.93 724 | 48.64 727 | 71.64 743 | 81.91 748 | 79.28 747 | 88.72 756 | 76.25 737 | 72.87 739 | 54.33 722 | 46.74 718 | 37.13 719 | 23.36 722 | 54.52 726 | 37.80 724 | 46.22 721 | 27.59 714 |
|
| IMH-64-1 |  | 59.25 728 | 58.09 722 | 67.69 723 | 66.06 724 | 50.51 724 | 56.45 714 | 49.45 728 | 68.83 734 | 67.75 734 | 67.58 732 | 80.37 744 | 70.15 733 | 74.28 741 | 72.16 737 | 48.94 721 | 42.00 722 | 42.87 733 | 65.57 729 | 47.02 725 | 51.52 723 | 37.76 721 |
|
| IMH-64 |  | 59.25 728 | 58.09 722 | 67.69 723 | 66.06 724 | 50.51 724 | 56.45 714 | 49.45 728 | 68.83 734 | 67.75 734 | 67.58 732 | 80.37 744 | 70.15 733 | 74.28 741 | 72.16 737 | 48.94 721 | 42.00 722 | 42.87 733 | 65.57 729 | 47.02 725 | 51.52 723 | 37.76 721 |
|
| IMH |  | 62.95 730 | 60.33 727 | 67.78 725 | 69.51 728 | 53.65 727 | 65.09 729 | 54.21 730 | 72.00 744 | 73.28 739 | 72.49 737 | 81.93 746 | 72.96 735 | 79.81 746 | 76.65 743 | 51.41 724 | 43.57 724 | 49.82 741 | 67.81 731 | 51.14 731 | 54.83 728 | 40.67 724 |
|
| TorneroNet-64 |  | 65.66 731 | 70.70 734 | 71.20 729 | 76.52 732 | 59.70 734 | 66.78 730 | 58.05 731 | 67.53 732 | 80.00 746 | 62.67 728 | 67.40 730 | 83.09 746 | 69.42 736 | 67.34 727 | 62.05 734 | 48.31 729 | 44.07 735 | 72.93 733 | 63.88 734 | 68.05 733 | 53.58 730 |
|
| PWCK |  | 65.90 732 | 88.63 751 | 79.40 738 | 80.32 740 | 29.96 713 | 63.85 728 | 39.45 720 | 72.07 745 | 71.26 737 | 78.74 746 | 68.99 733 | 77.82 739 | 61.77 731 | 82.81 752 | 62.64 735 | 80.17 750 | 39.88 732 | 81.90 743 | 47.37 727 | 73.54 743 | 37.51 720 |
|
| WAO-6 |  | 70.64 733 | 73.02 736 | 66.25 720 | 79.92 739 | 61.74 736 | 68.74 731 | 59.08 732 | 75.27 748 | 87.02 752 | 74.72 740 | 79.40 743 | 79.19 741 | 84.60 754 | 67.70 729 | 60.53 730 | 67.85 742 | 48.88 740 | 81.48 741 | 73.29 739 | 65.57 731 | 58.60 734 |
|
| TorneroNet |  | 71.21 734 | 73.44 738 | 75.82 734 | 80.82 741 | 65.65 738 | 70.53 733 | 64.39 736 | 71.42 742 | 75.97 741 | 71.47 736 | 73.68 738 | 84.17 749 | 74.00 740 | 69.85 733 | 69.09 738 | 59.37 740 | 48.19 737 | 79.67 737 | 73.51 740 | 74.93 744 | 68.26 743 |
|
| LVE |  | 71.50 735 | 72.46 735 | 83.91 742 | 75.21 731 | 55.29 731 | 74.81 734 | 62.76 735 | 77.22 749 | 83.77 750 | 82.09 749 | 87.11 755 | 83.38 747 | 82.41 751 | 75.93 741 | 64.49 736 | 48.28 728 | 57.24 748 | 74.61 735 | 62.53 733 | 65.49 730 | 61.01 735 |
|
| MFMNet_re |  | 72.05 736 | 79.64 744 | 64.23 717 | 52.73 720 | 84.71 747 | 77.93 742 | 68.35 737 | 63.96 727 | 66.93 732 | 61.00 723 | 71.29 736 | 63.84 722 | 68.91 735 | 72.42 739 | 61.11 732 | 82.03 754 | 74.22 755 | 80.34 740 | 74.44 741 | 83.62 750 | 89.34 756 |
|
| notaker |  | 72.18 737 | 79.78 745 | 78.84 737 | 78.75 736 | 68.52 740 | 63.26 727 | 61.68 734 | 69.22 737 | 75.95 740 | 77.58 744 | 78.85 742 | 79.69 743 | 84.79 755 | 77.39 744 | 58.43 729 | 69.68 745 | 60.79 749 | 77.46 736 | 68.48 736 | 69.62 735 | 64.92 740 |
|
| WAO-7 |  | 72.21 738 | 78.21 740 | 54.04 699 | 79.33 738 | 69.31 742 | 70.20 732 | 72.09 743 | 77.85 752 | 84.90 751 | 77.35 743 | 86.03 750 | 79.37 742 | 79.88 747 | 65.32 726 | 65.33 737 | 62.33 741 | 69.70 753 | 70.51 732 | 73.21 738 | 67.23 732 | 62.02 736 |
|
| ktn |  | 72.58 739 | 80.06 747 | 69.96 727 | 79.14 737 | 69.86 743 | 75.40 738 | 70.43 742 | 69.01 736 | 76.90 742 | 72.88 738 | 77.46 741 | 77.43 738 | 77.41 745 | 72.78 740 | 55.00 726 | 79.09 748 | 65.99 750 | 80.09 739 | 68.29 735 | 71.46 740 | 62.98 737 |
|
| UNDER WATER-64 |  | 73.11 740 | 74.48 739 | 87.70 748 | 74.03 730 | 55.20 730 | 78.24 743 | 75.71 745 | 65.33 728 | 67.91 736 | 75.60 742 | 69.32 734 | 84.41 750 | 76.93 744 | 68.43 731 | 72.45 745 | 81.18 752 | 56.77 747 | 82.46 744 | 80.34 745 | 68.22 734 | 67.48 742 |
|
| LRCNet_RVC |  | 73.59 741 | 69.80 733 | 74.41 732 | 77.63 734 | 60.56 735 | 40.33 696 | 15.08 646 | 71.04 741 | 48.36 675 | 88.07 756 | 94.62 759 | 90.11 757 | 81.83 749 | 80.58 748 | 61.26 733 | 97.12 765 | 72.30 754 | 96.65 764 | 97.58 765 | 77.13 745 | 77.30 747 |
|
| DPSimNet_ROB |  | 74.29 742 | 83.27 749 | 59.30 712 | 77.19 733 | 65.13 737 | 75.14 736 | 74.95 744 | 73.99 747 | 76.94 743 | 81.99 748 | 75.48 739 | 80.18 744 | 71.76 737 | 67.39 728 | 84.00 758 | 81.87 753 | 51.14 743 | 79.99 738 | 76.70 744 | 70.17 736 | 79.21 748 |
|
| noway4 |  | 74.62 743 | 91.86 759 | 85.77 743 | 97.70 756 | 97.19 756 | 94.22 752 | 92.58 755 | 68.60 733 | 46.92 670 | 58.36 713 | 65.60 726 | 66.12 726 | 45.85 710 | 82.06 751 | 72.24 744 | 55.66 734 | 22.34 720 | 83.90 751 | 82.70 749 | 94.62 761 | 88.03 753 |
|
| noway2 |  | 74.71 744 | 90.43 752 | 85.90 745 | 97.74 759 | 97.22 760 | 94.18 750 | 92.52 754 | 66.52 729 | 48.92 679 | 58.77 715 | 65.91 727 | 67.36 729 | 45.41 708 | 83.64 754 | 72.50 746 | 55.41 731 | 22.41 721 | 84.02 752 | 82.92 751 | 94.52 757 | 87.99 750 |
|
| zzzz4 |  | 74.77 745 | 91.56 757 | 86.05 747 | 97.71 757 | 97.21 758 | 94.17 749 | 92.72 757 | 69.35 739 | 46.54 668 | 59.08 717 | 66.81 728 | 67.12 727 | 46.23 712 | 82.00 750 | 72.06 742 | 55.59 732 | 22.27 718 | 83.79 749 | 82.64 748 | 94.55 758 | 88.00 752 |
|
| noway1 |  | 74.77 745 | 91.57 758 | 86.02 746 | 97.71 757 | 97.21 758 | 94.20 751 | 92.74 758 | 69.33 738 | 46.43 667 | 59.06 716 | 67.16 729 | 67.16 728 | 46.18 711 | 81.93 749 | 71.95 741 | 55.60 733 | 22.27 718 | 83.80 750 | 82.63 747 | 94.55 758 | 87.99 750 |
|
| noway3 |  | 74.99 747 | 90.45 753 | 85.80 744 | 97.80 760 | 97.20 757 | 94.24 753 | 92.62 756 | 67.11 731 | 49.01 680 | 58.50 714 | 67.79 731 | 67.58 730 | 47.37 714 | 84.57 755 | 72.20 743 | 55.91 736 | 21.87 717 | 84.27 753 | 82.78 750 | 94.57 760 | 88.19 755 |
|
| UNDER WATER |  | 75.92 748 | 79.25 743 | 87.75 749 | 84.39 742 | 66.43 739 | 77.08 741 | 77.22 746 | 66.90 730 | 72.16 738 | 75.32 741 | 71.56 737 | 85.89 756 | 82.15 750 | 70.11 734 | 74.99 751 | 79.34 749 | 53.61 744 | 86.40 755 | 84.53 754 | 71.29 739 | 72.11 745 |
|
| TCMNet-wrong-test |  | 76.74 749 | 91.47 756 | 89.31 750 | 97.64 755 | 97.35 761 | 94.87 757 | 92.51 753 | 69.78 740 | 65.29 729 | 63.44 730 | 71.10 735 | 65.66 724 | 51.44 719 | 85.29 756 | 74.70 750 | 56.06 737 | 20.22 716 | 83.11 748 | 82.39 746 | 95.02 762 | 88.18 754 |
|
| WAO-8 |  | 76.87 750 | 78.41 741 | 66.45 721 | 86.81 746 | 72.47 744 | 79.27 744 | 68.59 739 | 77.75 750 | 89.01 755 | 83.09 751 | 86.98 751 | 85.87 754 | 84.97 756 | 72.12 735 | 69.11 739 | 74.93 746 | 55.23 745 | 87.79 758 | 83.50 752 | 70.47 737 | 64.56 738 |
|
| Venus |  | 76.87 750 | 78.41 741 | 66.45 721 | 86.81 746 | 72.47 744 | 79.27 744 | 68.59 739 | 77.75 750 | 89.01 755 | 83.09 751 | 86.98 751 | 85.87 754 | 84.97 756 | 72.12 735 | 69.11 739 | 74.93 746 | 55.23 745 | 87.79 758 | 83.50 752 | 70.48 738 | 64.56 738 |
|
| HanzoNet |  | 77.61 752 | 81.11 748 | 82.83 739 | 77.82 735 | 69.15 741 | 75.25 737 | 69.06 741 | 73.49 746 | 77.84 744 | 82.19 750 | 82.80 747 | 85.42 751 | 86.67 758 | 85.99 757 | 73.64 748 | 85.24 758 | 68.38 752 | 81.71 742 | 75.47 743 | 71.98 741 | 66.24 741 |
|
| JetRed |  | 79.55 753 | 79.88 746 | 91.52 753 | 71.05 729 | 75.80 746 | 91.66 748 | 80.11 747 | 79.14 753 | 80.44 747 | 84.35 753 | 84.23 749 | 83.38 747 | 72.48 738 | 79.43 745 | 85.44 759 | 69.33 744 | 81.58 756 | 73.66 734 | 72.56 737 | 82.35 748 | 72.60 746 |
|
| Dean |  | 80.72 754 | 85.82 750 | 83.27 740 | 84.91 745 | 59.53 733 | 75.11 735 | 68.39 738 | 81.59 755 | 88.05 754 | 92.41 758 | 86.98 751 | 92.41 759 | 93.02 760 | 83.11 753 | 73.31 747 | 68.01 743 | 66.13 751 | 94.82 763 | 84.66 755 | 83.28 749 | 69.50 744 |
|
| RSGM-EC |  | 88.03 755 | 67.44 730 | 53.54 695 | 84.82 743 | 87.13 748 | 94.34 754 | 92.20 751 | 94.86 762 | 98.29 762 | 95.56 762 | 98.06 763 | 85.65 752 | 83.07 752 | 79.52 746 | 79.00 754 | 95.80 761 | 97.66 762 | 91.52 760 | 95.19 762 | 95.05 763 | 91.80 761 |
|
| acva |  | 88.03 755 | 67.44 730 | 53.54 695 | 84.82 743 | 87.13 748 | 94.34 754 | 92.20 751 | 94.86 762 | 98.29 762 | 95.56 762 | 98.06 763 | 85.65 752 | 83.07 752 | 79.52 746 | 79.00 754 | 95.80 761 | 97.66 762 | 91.52 760 | 95.19 762 | 95.05 763 | 91.80 761 |
|
| KSHMR |  | 88.54 757 | 93.03 760 | 83.31 741 | 95.54 753 | 91.74 753 | 82.37 747 | 83.41 749 | 84.43 756 | 81.99 749 | 87.89 755 | 84.05 748 | 91.94 758 | 81.33 748 | 76.34 742 | 81.76 757 | 96.44 764 | 96.14 761 | 96.69 765 | 97.12 764 | 92.52 756 | 92.67 763 |
|
| tt |  | 89.96 758 | 1.02 141 | 100.00 771 | 99.40 767 | 100.00 772 | 100.00 768 | 100.00 769 | 100.00 771 | 100.00 769 | 78.36 745 | 67.94 732 | 99.99 774 | 100.00 769 | 100.00 772 | 100.00 772 | 95.81 763 | 99.93 768 | 87.43 756 | 86.39 756 | 95.11 765 | 87.89 749 |
|
| xxxxx1 |  | 91.92 759 | 95.33 762 | 98.45 760 | 87.29 748 | 89.24 750 | 98.50 761 | 98.17 764 | 92.95 758 | 93.21 758 | 93.55 759 | 95.36 760 | 96.99 761 | 96.28 761 | 94.65 759 | 94.94 760 | 83.26 755 | 84.17 757 | 82.90 745 | 88.32 758 | 85.49 752 | 89.37 757 |
|
| tt_ll |  | 91.92 759 | 95.33 762 | 98.45 760 | 87.29 748 | 89.24 750 | 98.50 761 | 98.17 764 | 92.95 758 | 93.21 758 | 93.55 759 | 95.36 760 | 96.99 761 | 96.28 761 | 94.65 759 | 94.94 760 | 83.26 755 | 84.17 757 | 82.90 745 | 88.32 758 | 85.49 752 | 89.37 757 |
|
| ff |  | 91.92 759 | 95.33 762 | 98.45 760 | 87.29 748 | 89.24 750 | 98.50 761 | 98.17 764 | 92.95 758 | 93.21 758 | 93.55 759 | 95.36 760 | 96.99 761 | 96.28 761 | 94.65 759 | 94.94 760 | 83.26 755 | 84.17 757 | 82.90 745 | 88.32 758 | 85.49 752 | 89.37 757 |
|
| USTest |  | 93.52 762 | 90.92 755 | 77.74 736 | 87.90 751 | 92.63 754 | 100.00 768 | 100.00 769 | 99.79 768 | 99.80 766 | 99.21 767 | 99.52 766 | 98.03 764 | 99.15 766 | 89.52 758 | 99.31 767 | 90.37 759 | 98.47 764 | 84.34 754 | 87.43 757 | 84.58 751 | 91.71 760 |
|
| MADNet++ |  | 94.16 763 | 94.02 761 | 90.25 751 | 96.28 754 | 96.84 755 | 97.17 760 | 90.16 750 | 94.71 761 | 91.69 757 | 97.07 764 | 93.71 758 | 94.62 760 | 92.63 759 | 96.15 763 | 95.18 763 | 95.42 760 | 95.89 760 | 92.80 762 | 92.23 761 | 92.10 755 | 94.30 765 |
|
| PML |  | 99.19 764 | 100.00 773 | 98.08 759 | 99.28 764 | 99.53 767 | 100.00 768 | 99.73 767 | 98.24 764 | 99.44 765 | 100.00 771 | 99.57 767 | 98.76 766 | 99.84 767 | 100.00 772 | 98.88 766 | 100.00 770 | 99.54 765 | 100.00 769 | 99.50 767 | 99.90 770 | 93.55 764 |
|
| MEDIAN_ROB |  | 99.19 764 | 99.84 768 | 99.62 765 | 98.49 761 | 98.51 766 | 98.58 764 | 97.81 763 | 98.80 766 | 98.56 764 | 99.36 768 | 99.49 765 | 99.56 769 | 99.06 765 | 98.35 765 | 98.31 765 | 99.99 769 | 99.63 766 | 100.00 769 | 100.00 770 | 99.81 769 | 99.95 771 |
|
| HaxPig |  | 99.40 766 | 99.99 770 | 97.38 758 | 100.00 771 | 100.00 772 | 96.91 758 | 97.35 761 | 99.59 767 | 99.99 768 | 100.00 771 | 100.00 769 | 99.99 774 | 99.99 768 | 99.04 766 | 97.77 764 | 100.00 770 | 100.00 770 | 100.00 769 | 100.00 770 | 100.00 773 | 99.99 772 |
|
| zzzzzz3 |  | 99.49 767 | 97.94 766 | 99.82 766 | 99.33 765 | 98.16 765 | 100.00 768 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 771 | 100.00 769 | 99.45 767 | 100.00 769 | 100.00 772 | 100.00 772 | 98.12 766 | 100.00 770 | 100.00 769 | 100.00 770 | 98.05 766 | 98.96 766 |
|
| zzz1 |  | 99.50 768 | 97.89 765 | 99.99 769 | 99.33 765 | 98.15 764 | 100.00 768 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 771 | 100.00 769 | 99.45 767 | 100.00 769 | 100.00 772 | 100.00 772 | 98.12 766 | 100.00 770 | 100.00 769 | 100.00 770 | 98.05 766 | 98.97 767 |
|
| Anonymous_1 |  | 99.65 769 | 99.95 769 | 99.93 768 | 99.80 768 | 99.60 768 | 100.00 768 | 100.00 769 | 99.82 770 | 99.98 767 | 99.62 769 | 99.94 768 | 99.75 771 | 100.00 769 | 99.66 767 | 99.88 768 | 98.45 768 | 99.84 767 | 98.73 766 | 99.26 766 | 99.41 768 | 99.36 768 |
|
| test_example2 |  | 99.68 770 | 99.99 770 | 99.99 769 | 100.00 771 | 99.99 771 | 99.86 767 | 99.99 768 | 98.29 765 | 100.00 769 | 100.00 771 | 100.00 769 | 98.15 765 | 98.39 764 | 99.98 769 | 99.98 769 | 100.00 770 | 99.99 769 | 99.40 767 | 99.53 768 | 100.00 773 | 100.00 773 |
|
| AVERAGE_ROB |  | 99.80 771 | 99.99 770 | 99.40 764 | 100.00 771 | 100.00 772 | 98.99 765 | 97.72 762 | 100.00 771 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 776 | 100.00 769 | 100.00 772 | 100.00 772 | 100.00 770 | 100.00 770 | 100.00 769 | 100.00 770 | 100.00 773 | 100.00 773 |
|
| DPSMNet_ROB |  | 99.95 772 | 100.00 773 | 100.00 771 | 100.00 771 | 100.00 772 | 100.00 768 | 100.00 769 | 100.00 771 | 100.00 769 | 99.15 766 | 100.00 769 | 99.96 772 | 100.00 769 | 99.99 770 | 99.99 770 | 100.00 770 | 100.00 770 | 100.00 769 | 100.00 770 | 100.00 773 | 100.00 773 |
|
| DGTPSM_ROB |  | 99.95 772 | 100.00 773 | 100.00 771 | 100.00 771 | 100.00 772 | 100.00 768 | 100.00 769 | 100.00 771 | 100.00 769 | 99.14 765 | 100.00 769 | 99.96 772 | 100.00 769 | 99.99 770 | 99.99 770 | 100.00 770 | 100.00 770 | 100.00 769 | 100.00 770 | 100.00 773 | 100.00 773 |
|
| iinet-test |  | 99.97 774 | 100.00 773 | 100.00 771 | 99.84 769 | 99.86 769 | 100.00 768 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 776 | 100.00 769 | 100.00 772 | 100.00 772 | 100.00 770 | 100.00 770 | 100.00 769 | 100.00 770 | 99.93 771 | 99.85 770 |
|
| IINet |  | 99.97 774 | 100.00 773 | 100.00 771 | 99.84 769 | 99.87 770 | 100.00 768 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 776 | 100.00 769 | 100.00 772 | 100.00 772 | 100.00 770 | 100.00 770 | 100.00 769 | 100.00 770 | 99.93 771 | 99.84 769 |
|
| zzzz2 |  | 100.00 776 | 100.00 773 | 100.00 771 | 100.00 771 | 100.00 772 | 100.00 768 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 776 | 100.00 769 | 100.00 772 | 100.00 772 | 100.00 770 | 100.00 770 | 100.00 769 | 100.00 770 | 100.00 773 | 100.00 773 |
|
| noway5 |  | 100.00 776 | 100.00 773 | 100.00 771 | 100.00 771 | 100.00 772 | 100.00 768 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 776 | 100.00 769 | 100.00 772 | 100.00 772 | 100.00 770 | 100.00 770 | 100.00 769 | 100.00 770 | 100.00 773 | 100.00 773 |
|
| fast-reg |  | 100.00 776 | 100.00 773 | 100.00 771 | 100.00 771 | 100.00 772 | 100.00 768 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 776 | 100.00 769 | 100.00 772 | 100.00 772 | 100.00 770 | 100.00 770 | 100.00 769 | 100.00 770 | 100.00 773 | 100.00 773 |
|
| Hybrid-DGEV |  | 100.00 776 | 100.00 773 | 100.00 771 | 100.00 771 | 100.00 772 | 100.00 768 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 776 | 100.00 769 | 100.00 772 | 100.00 772 | 100.00 770 | 100.00 770 | 100.00 769 | 100.00 770 | 100.00 773 | 100.00 773 |
|
| RAFT-FEzeroshot |  | 100.00 776 | 100.00 773 | 100.00 771 | 100.00 771 | 100.00 772 | 100.00 768 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 776 | 100.00 769 | 100.00 772 | 100.00 772 | 100.00 770 | 100.00 770 | 100.00 769 | 100.00 770 | 100.00 773 | 100.00 773 |
|
| RAFT-FE |  | 100.00 776 | 100.00 773 | 100.00 771 | 100.00 771 | 100.00 772 | 100.00 768 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 776 | 100.00 769 | 100.00 772 | 100.00 772 | 100.00 770 | 100.00 770 | 100.00 769 | 100.00 770 | 100.00 773 | 100.00 773 |
|
| FlowAnything |  | 100.00 776 | 100.00 773 | 100.00 771 | 100.00 771 | 100.00 772 | 100.00 768 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 776 | 100.00 769 | 100.00 772 | 100.00 772 | 100.00 770 | 100.00 770 | 100.00 769 | 100.00 770 | 100.00 773 | 100.00 773 |
|
| Selective-RAFT-Error |  | 100.00 776 | 100.00 773 | 100.00 771 | 100.00 771 | 100.00 772 | 100.00 768 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 776 | 100.00 769 | 100.00 772 | 100.00 772 | 100.00 770 | 100.00 770 | 100.00 769 | 100.00 770 | 100.00 773 | 100.00 773 |
|
| CasAABBNet |  | 100.00 776 | 100.00 773 | 100.00 771 | 100.00 771 | 100.00 772 | 100.00 768 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 776 | 100.00 769 | 100.00 772 | 100.00 772 | 100.00 770 | 100.00 770 | 100.00 769 | 100.00 770 | 100.00 773 | 100.00 773 |
|
| LSM0 |  | 100.00 776 | 100.00 773 | 100.00 771 | 100.00 771 | 100.00 772 | 100.00 768 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 776 | 100.00 769 | 100.00 772 | 100.00 772 | 100.00 770 | 100.00 770 | 100.00 769 | 100.00 770 | 100.00 773 | 100.00 773 |
|
| DPSM_ROB |  | 100.00 776 | 100.00 773 | 100.00 771 | 100.00 771 | 100.00 772 | 100.00 768 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 776 | 100.00 769 | 100.00 772 | 100.00 772 | 100.00 770 | 100.00 770 | 100.00 769 | 100.00 770 | 100.00 773 | 100.00 773 |
|
| DPSM |  | 100.00 776 | 100.00 773 | 100.00 771 | 100.00 771 | 100.00 772 | 100.00 768 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 771 | 100.00 769 | 100.00 776 | 100.00 769 | 100.00 772 | 100.00 772 | 100.00 770 | 100.00 770 | 100.00 769 | 100.00 770 | 100.00 773 | 100.00 773 |
|
| GS-Stereo |  | | | | | | | 1.50 183 | 8.60 172 | 4.56 154 | 2.71 140 | 2.61 79 | 1.86 108 | 2.25 128 | 3.50 44 | 1.15 122 | 0.00 1 | 0.07 286 | 0.00 1 | 0.39 564 | 0.22 267 | 0.15 269 |
|
| FSD |  | | | | | 5.31 556 | 8.20 373 | 12.18 617 | 12.39 257 | 7.98 256 | 7.94 272 | 7.35 219 | 9.35 322 | 7.17 367 | 10.94 315 | 8.86 491 | 5.58 675 | 2.77 677 | 5.46 669 | 4.09 674 | 5.17 650 | |
|
| ccccc |  | | 98.19 767 | | 100.00 771 | 100.00 772 | 99.32 766 | | 99.79 768 | | 99.63 770 | | 99.69 770 | | 99.95 768 | | 100.00 770 | 100.00 770 | 99.97 768 | 99.90 769 | 100.00 773 | |
|
| ASD4 |  | | 90.49 754 | | | | | | | | | | | | | | | | | | | |
|