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