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