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