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