| S2M2_XL |  | 0.93 1 | 0.78 54 | 3.42 48 | 1.97 11 | 0.27 16 | 0.44 1 | 0.01 1 | 1.71 1 | 0.99 6 | 1.17 24 | 2.70 67 | 1.74 82 | 1.21 65 | 1.17 1 | 1.00 90 | 0.00 1 | 0.01 42 | 0.01 244 | 0.00 1 | 0.02 10 | 0.02 16 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| PSi22a |  | 0.94 2 | 0.55 5 | 2.07 1 | 2.13 23 | 0.25 8 | 1.14 5 | 0.09 17 | 4.93 26 | 0.89 1 | 0.74 5 | 0.08 2 | 2.33 118 | 1.03 57 | 1.87 3 | 0.49 10 | 0.01 139 | 0.05 199 | 0.00 1 | 0.00 1 | 0.03 46 | 0.03 49 |
|
| Foundation-i32 |  | 0.97 3 | 0.54 3 | 2.57 5 | 2.24 33 | 0.21 7 | 1.31 10 | 0.09 17 | 4.21 8 | 0.95 5 | 1.20 27 | 0.42 15 | 2.79 136 | 0.29 11 | 1.78 2 | 0.54 12 | 0.02 223 | 0.08 303 | 0.03 294 | 0.00 1 | 0.03 46 | 0.03 49 |
|
| BLMT-Stereo |  | 0.99 4 | 0.51 2 | 3.10 29 | 2.65 78 | 0.36 42 | 0.56 2 | 0.27 51 | 1.94 2 | 1.86 37 | 1.00 14 | 2.57 61 | 1.18 57 | 0.15 1 | 1.90 4 | 1.49 132 | 0.14 372 | 0.01 42 | 0.00 1 | 0.02 239 | 0.03 46 | 0.03 49 |
|
| PSi22b |  | 1.02 5 | 0.57 7 | 2.28 2 | 2.14 24 | 0.25 8 | 1.23 7 | 0.13 29 | 5.00 27 | 0.90 2 | 0.64 2 | 0.09 4 | 3.29 145 | 0.60 31 | 2.65 20 | 0.46 6 | 0.03 261 | 0.11 364 | 0.00 1 | 0.00 1 | 0.03 46 | 0.03 49 |
|
| DepthFocus |  | 1.04 6 | 0.68 33 | 3.33 43 | 1.97 11 | 0.42 59 | 1.27 9 | 0.87 106 | 2.04 3 | 1.22 8 | 0.66 4 | 1.71 48 | 1.75 84 | 0.90 50 | 3.46 41 | 0.44 3 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.01 1 | 0.04 79 |
|
| PipStereo |  | 1.06 7 | 0.57 7 | 2.29 3 | 2.16 25 | 0.26 10 | 1.22 6 | 0.10 23 | 5.28 33 | 0.91 3 | 0.64 2 | 0.09 4 | 3.41 146 | 0.88 48 | 2.66 21 | 0.46 6 | 0.02 223 | 0.10 343 | 0.00 1 | 0.00 1 | 0.03 46 | 0.04 79 |
|
| mm1 |  | 1.12 8 | 0.62 16 | 2.88 12 | 1.99 14 | 0.33 36 | 1.31 10 | 0.01 1 | 4.21 8 | 2.56 56 | 1.17 24 | 0.47 18 | 2.11 109 | 0.28 8 | 3.83 55 | 0.54 12 | 0.01 139 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| LACA1 |  | 1.12 8 | 0.73 39 | 2.61 6 | 1.25 2 | 0.59 98 | 2.50 37 | 0.45 66 | 4.45 11 | 0.93 4 | 1.64 58 | 0.22 9 | 0.47 27 | 1.78 95 | 4.39 71 | 0.36 2 | 0.00 1 | 0.03 139 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| mm2 |  | 1.15 10 | 0.62 16 | 2.88 12 | 1.99 14 | 0.33 36 | 1.31 10 | 0.01 1 | 4.81 19 | 2.56 56 | 1.17 24 | 0.47 18 | 2.11 109 | 0.28 8 | 3.83 55 | 0.54 12 | 0.01 139 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| LACA2 |  | 1.22 11 | 1.14 170 | 4.34 110 | 1.32 3 | 0.20 5 | 3.03 57 | 0.14 31 | 5.79 49 | 1.12 7 | 1.06 18 | 0.67 25 | 0.56 32 | 0.80 44 | 3.67 51 | 0.44 3 | 0.00 1 | 0.03 139 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 4 |
|
| derf |  | 1.23 12 | 0.58 9 | 3.00 21 | 2.94 109 | 0.35 39 | 1.60 15 | 0.09 17 | 4.56 13 | 3.52 112 | 1.15 23 | 0.33 11 | 1.14 56 | 0.25 5 | 4.24 66 | 0.48 8 | 0.01 139 | 0.07 267 | 0.00 1 | 0.25 475 | 0.02 10 | 0.02 16 |
|
| LGCAT |  | 1.26 13 | 0.62 16 | 2.91 17 | 2.64 77 | 0.31 25 | 1.47 13 | 0.01 1 | 2.88 5 | 1.65 28 | 1.31 33 | 0.45 16 | 1.79 90 | 1.38 75 | 5.91 104 | 0.85 58 | 0.10 352 | 0.42 541 | 0.00 1 | 0.00 1 | 0.01 1 | 0.44 414 |
|
| FoundationStereo |  | 1.26 13 | 0.73 39 | 2.84 11 | 2.65 78 | 0.58 95 | 2.31 30 | 0.61 80 | 3.40 7 | 1.57 21 | 1.89 75 | 0.09 4 | 2.61 127 | 2.90 141 | 2.37 16 | 0.60 20 | 0.04 282 | 0.04 161 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 49 |
|
| MonSter++ |  | 1.28 15 | 0.63 21 | 2.88 12 | 2.00 16 | 0.32 27 | 2.14 26 | 0.01 1 | 4.86 24 | 2.56 56 | 1.63 56 | 0.45 16 | 2.17 112 | 1.25 67 | 3.81 54 | 0.84 56 | 0.01 139 | 0.02 100 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 16 |
|
| GeoVLM |  | 1.29 16 | 0.62 16 | 2.88 12 | 2.04 17 | 0.32 27 | 2.13 24 | 0.01 1 | 4.81 19 | 2.57 61 | 1.67 59 | 0.50 21 | 2.09 108 | 1.29 69 | 3.91 58 | 0.85 58 | 0.01 139 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| LiteMatch* |   | 1.32 17 | 0.85 84 | 4.93 138 | 2.28 41 | 0.28 19 | 2.07 23 | 0.03 9 | 4.90 25 | 2.57 61 | 1.39 43 | 0.67 25 | 1.58 75 | 0.52 25 | 3.52 45 | 0.69 34 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.04 68 | 0.06 124 |
|
| HiDET |  | 1.32 17 | 0.56 6 | 3.12 32 | 2.54 70 | 0.43 66 | 1.92 20 | 0.02 8 | 5.70 41 | 2.72 71 | 1.35 35 | 0.52 22 | 1.27 61 | 0.97 53 | 4.05 59 | 1.19 114 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 16 |
|
| qqai |  | 1.38 19 | 0.60 14 | 3.39 47 | 2.92 106 | 0.35 39 | 1.60 15 | 0.11 26 | 5.17 28 | 3.33 106 | 1.10 19 | 0.34 12 | 3.06 141 | 0.27 6 | 4.38 70 | 0.57 16 | 0.02 223 | 0.06 238 | 0.00 1 | 0.28 491 | 0.02 10 | 0.03 49 |
|
| LACA3 |  | 1.38 19 | 0.90 106 | 2.71 8 | 1.21 1 | 0.85 156 | 2.34 32 | 1.64 194 | 4.58 14 | 1.22 8 | 1.13 21 | 0.63 24 | 0.64 39 | 0.61 33 | 8.78 198 | 0.31 1 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.03 46 | 0.00 1 |
|
| PointNet |  | 1.43 21 | 0.63 21 | 3.11 30 | 2.08 20 | 0.29 23 | 2.64 41 | 0.19 43 | 5.26 29 | 3.30 105 | 1.94 76 | 0.68 27 | 2.46 122 | 0.28 8 | 4.68 81 | 0.83 50 | 0.01 139 | 0.09 322 | 0.00 1 | 0.02 239 | 0.02 10 | 0.03 49 |
|
| BridgeDepth_RVC |   | 1.46 22 | 0.72 37 | 2.76 9 | 1.47 5 | 0.75 142 | 4.05 103 | 0.01 1 | 5.97 55 | 1.58 25 | 1.29 32 | 1.19 37 | 1.02 51 | 2.98 143 | 3.52 45 | 0.87 64 | 0.79 551 | 0.08 303 | 0.12 420 | 0.05 317 | 0.01 1 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| MLG-Stereo |  | 1.48 23 | 0.65 30 | 3.04 25 | 2.52 66 | 0.79 147 | 3.11 61 | 0.16 37 | 6.26 68 | 1.80 35 | 0.84 7 | 0.10 8 | 1.51 70 | 0.65 37 | 7.44 148 | 0.53 11 | 0.02 223 | 0.09 322 | 0.00 1 | 0.03 264 | 0.03 46 | 0.02 16 |
|
| LGtest1 |  | 1.48 23 | 0.75 44 | 4.03 88 | 2.33 49 | 0.65 113 | 3.02 56 | 0.11 26 | 6.12 63 | 1.51 17 | 1.41 44 | 1.48 42 | 0.65 40 | 0.93 52 | 5.60 94 | 0.81 46 | 0.03 261 | 0.12 377 | 0.00 1 | 0.00 1 | 0.10 167 | 0.04 79 |
|
| depth_test_26 |  | 1.49 25 | 0.71 36 | 3.27 38 | 2.28 41 | 0.49 76 | 1.24 8 | 0.09 17 | 3.12 6 | 2.29 47 | 0.41 1 | 7.44 201 | 2.01 103 | 1.14 62 | 4.48 77 | 0.61 23 | 0.01 139 | 0.05 199 | 0.00 1 | 0.03 264 | 0.03 46 | 0.12 201 |
|
| MCSU-Stereo |  | 1.49 25 | 0.54 3 | 3.20 35 | 2.50 65 | 0.27 16 | 5.06 196 | 0.88 107 | 4.77 18 | 2.16 44 | 0.79 6 | 1.51 44 | 2.62 129 | 1.13 61 | 3.37 38 | 0.97 79 | 0.00 1 | 0.01 42 | 0.00 1 | 0.03 264 | 0.02 10 | 0.03 49 |
|
| MSE-Stereo |  | 1.49 25 | 0.75 44 | 3.35 44 | 2.32 46 | 1.32 223 | 3.23 67 | 0.68 84 | 5.27 30 | 2.97 88 | 1.47 47 | 0.87 29 | 1.67 77 | 0.35 12 | 4.46 75 | 0.75 40 | 0.03 261 | 0.15 417 | 0.00 1 | 0.00 1 | 0.06 90 | 0.04 79 |
|
| CSFM-Stereo |  | 1.49 25 | 0.59 11 | 3.11 30 | 2.47 61 | 0.31 25 | 3.07 58 | 0.15 35 | 6.28 74 | 2.36 52 | 2.48 107 | 1.08 33 | 1.50 69 | 1.10 59 | 4.29 69 | 0.89 65 | 0.02 223 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 49 |
|
| MLG-Stereo_test1 |  | 1.51 29 | 0.65 30 | 3.00 21 | 2.47 61 | 2.46 344 | 2.84 50 | 0.16 37 | 5.64 39 | 1.77 33 | 0.98 13 | 0.09 4 | 1.53 71 | 0.52 25 | 7.44 148 | 0.56 15 | 0.02 223 | 0.09 322 | 0.00 1 | 0.03 264 | 0.03 46 | 0.02 16 |
|
| MGA |  | 1.52 30 | 0.75 44 | 3.13 33 | 2.32 46 | 1.59 257 | 3.94 97 | 0.86 104 | 4.84 21 | 2.96 87 | 1.47 47 | 1.42 41 | 1.41 65 | 0.19 4 | 4.46 75 | 0.75 40 | 0.03 261 | 0.15 417 | 0.00 1 | 0.00 1 | 0.06 90 | 0.04 79 |
|
| 252Zero-FE |  | 1.52 30 | 0.84 77 | 3.49 54 | 2.85 98 | 0.54 88 | 1.97 22 | 0.08 14 | 6.14 64 | 4.11 123 | 1.76 68 | 3.45 85 | 0.16 1 | 0.27 6 | 3.61 49 | 0.82 48 | 0.01 139 | 0.10 343 | 0.08 372 | 0.04 289 | 0.04 68 | 0.03 49 |
|
| MLG-Stereo_test2 |  | 1.52 30 | 0.64 24 | 2.81 10 | 2.52 66 | 1.79 284 | 2.76 47 | 0.16 37 | 4.70 16 | 1.80 35 | 1.75 66 | 0.08 2 | 3.21 144 | 0.17 3 | 7.28 141 | 0.64 24 | 0.02 223 | 0.11 364 | 0.00 1 | 0.00 1 | 0.04 68 | 0.03 49 |
|
| CAR |  | 1.55 33 | 0.76 49 | 3.35 44 | 2.32 46 | 1.32 223 | 3.23 67 | 0.68 84 | 5.27 30 | 2.97 88 | 2.35 102 | 0.87 29 | 1.67 77 | 0.35 12 | 4.80 83 | 0.84 56 | 0.03 261 | 0.16 428 | 0.00 1 | 0.00 1 | 0.06 90 | 0.04 79 |
|
| MLG-Stereo_test3 |  | 1.57 34 | 0.69 35 | 3.82 73 | 2.19 29 | 1.34 231 | 3.92 96 | 0.25 49 | 5.89 53 | 1.27 11 | 0.91 11 | 1.07 32 | 1.99 102 | 0.64 36 | 6.09 108 | 1.10 100 | 0.03 261 | 0.09 322 | 0.00 1 | 0.00 1 | 0.05 83 | 0.04 79 |
|
| dual_stereo |  | 1.57 34 | 0.64 24 | 2.56 4 | 2.33 49 | 0.47 70 | 2.62 39 | 0.08 14 | 4.85 22 | 1.95 40 | 1.01 16 | 0.69 28 | 1.90 98 | 0.61 33 | 10.34 257 | 0.96 77 | 0.01 139 | 0.20 454 | 0.00 1 | 0.18 425 | 0.01 1 | 0.03 49 |
|
| Pro-Stereo |  | 1.58 36 | 0.49 1 | 3.02 24 | 2.86 99 | 0.49 76 | 5.49 220 | 0.77 96 | 2.05 4 | 1.90 39 | 1.48 49 | 1.19 37 | 1.46 66 | 0.15 1 | 8.09 171 | 1.54 136 | 0.16 384 | 0.03 139 | 0.00 1 | 0.30 502 | 0.04 68 | 0.02 16 |
|
| BridgeDepth |   | 1.59 37 | 0.74 41 | 2.65 7 | 1.86 7 | 0.15 3 | 6.66 308 | 0.05 11 | 5.75 43 | 2.52 54 | 1.38 42 | 0.38 13 | 1.98 100 | 2.79 139 | 4.44 74 | 0.44 3 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| LG-Stereo_L2 |  | 1.59 37 | 0.87 90 | 4.31 107 | 2.54 70 | 0.69 120 | 2.76 47 | 0.44 64 | 6.85 93 | 1.57 21 | 1.59 53 | 0.39 14 | 0.39 24 | 0.52 25 | 7.85 162 | 0.82 48 | 0.04 282 | 0.12 377 | 0.00 1 | 0.00 1 | 0.03 46 | 0.02 16 |
|
| LG-Stereo_L1 |  | 1.59 37 | 0.89 97 | 4.07 94 | 2.55 72 | 0.95 173 | 2.93 52 | 0.50 70 | 6.75 88 | 1.54 18 | 1.32 34 | 0.24 10 | 0.50 29 | 0.59 30 | 7.91 163 | 0.85 58 | 0.04 282 | 0.12 377 | 0.01 244 | 0.00 1 | 0.03 46 | 0.02 16 |
|
| Test_v1 |  | 1.60 40 | 0.76 49 | 3.26 37 | 2.18 27 | 1.25 211 | 2.17 27 | 0.16 37 | 7.01 96 | 3.12 94 | 1.44 45 | 2.91 70 | 1.49 68 | 1.02 56 | 4.48 77 | 0.68 30 | 0.01 139 | 0.04 161 | 0.00 1 | 0.00 1 | 0.03 46 | 0.04 79 |
|
| Wavelet-MonSter |  | 1.61 41 | 0.84 77 | 4.03 88 | 2.47 61 | 2.55 350 | 2.93 52 | 0.03 9 | 4.71 17 | 1.40 14 | 1.96 77 | 4.34 109 | 0.34 21 | 0.83 47 | 4.87 86 | 0.90 66 | 0.00 1 | 0.03 139 | 0.02 274 | 0.00 1 | 0.02 10 | 0.03 49 |
|
| MatchStereo |   | 1.70 42 | 0.88 92 | 3.85 74 | 2.11 22 | 0.14 1 | 2.35 33 | 0.33 56 | 5.87 51 | 4.80 141 | 0.90 10 | 4.35 111 | 0.81 47 | 1.32 70 | 4.93 87 | 1.30 119 | 0.01 139 | 0.05 199 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 4 |
| Tingman Yan, Tao Liu, Xilian Yang, Qunfei Zhao, Zeyang Xia: MatchAttention: Matching the Relative Positions for High-Resolution Cross-View Matching. Arxiv, 2025 |
| LCMNet |  | 1.70 42 | 0.59 11 | 2.97 20 | 1.86 7 | 0.58 95 | 1.95 21 | 0.09 17 | 6.27 70 | 7.21 215 | 1.23 29 | 1.48 42 | 1.25 60 | 1.34 71 | 6.03 106 | 1.05 98 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| MonSter |  | 1.74 44 | 0.74 41 | 3.64 59 | 2.27 36 | 1.62 261 | 6.01 277 | 0.13 29 | 6.02 56 | 2.88 83 | 1.35 35 | 2.11 51 | 0.30 14 | 0.36 14 | 6.50 117 | 0.83 50 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 239 | 0.02 10 | 0.02 16 |
|
| monster-pro |  | 1.75 45 | 0.74 41 | 3.64 59 | 2.27 36 | 1.62 261 | 5.99 272 | 0.14 31 | 6.02 56 | 2.87 81 | 1.35 35 | 2.11 51 | 0.30 14 | 0.36 14 | 6.78 130 | 0.83 50 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 239 | 0.02 10 | 0.02 16 |
|
| Monster-pub-eth3d |  | 1.75 45 | 0.75 44 | 3.64 59 | 2.27 36 | 1.62 261 | 6.02 280 | 0.14 31 | 6.02 56 | 2.87 81 | 1.35 35 | 2.11 51 | 0.30 14 | 0.36 14 | 6.59 120 | 0.83 50 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 239 | 0.02 10 | 0.02 16 |
|
| MonStereo |  | 1.76 47 | 0.75 44 | 3.64 59 | 2.27 36 | 1.61 260 | 6.04 281 | 0.14 31 | 6.02 56 | 2.88 83 | 1.35 35 | 2.11 51 | 0.30 14 | 0.36 14 | 6.84 131 | 0.83 50 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 197 | 0.02 10 | 0.02 16 |
|
| 4.5_new |  | 1.82 48 | 0.79 59 | 3.44 50 | 2.35 51 | 1.84 287 | 5.69 249 | 1.28 138 | 5.59 37 | 2.60 63 | 3.74 155 | 3.37 80 | 0.43 25 | 0.97 53 | 3.16 36 | 0.98 80 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.07 115 | 0.16 257 |
|
| 4.5w-stereo |  | 1.83 49 | 0.79 59 | 3.45 52 | 2.35 51 | 1.84 287 | 5.69 249 | 1.29 141 | 5.59 37 | 2.60 63 | 3.75 156 | 3.37 80 | 0.43 25 | 0.97 53 | 3.16 36 | 0.98 80 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.07 115 | 0.16 257 |
|
| Monster-pub-mixall |  | 1.84 50 | 0.85 84 | 3.45 52 | 2.27 36 | 0.94 172 | 2.43 35 | 0.54 75 | 6.32 75 | 2.65 68 | 3.04 135 | 3.56 86 | 0.38 23 | 0.49 22 | 8.93 208 | 0.74 38 | 0.01 139 | 0.06 238 | 0.00 1 | 0.00 1 | 0.04 68 | 0.04 79 |
|
| IGEV |   | 1.86 51 | 0.58 9 | 3.90 79 | 2.40 55 | 3.49 408 | 4.20 110 | 0.97 115 | 7.16 101 | 3.22 96 | 2.00 84 | 4.16 103 | 0.26 11 | 0.62 35 | 3.40 40 | 0.65 27 | 0.03 261 | 0.09 322 | 0.00 1 | 0.00 1 | 0.03 46 | 0.02 16 |
|
| SGD-Stereo |  | 1.88 52 | 0.76 49 | 3.80 71 | 2.37 53 | 0.33 36 | 3.48 79 | 0.93 112 | 6.52 80 | 2.22 46 | 3.84 160 | 1.08 33 | 1.78 86 | 1.34 71 | 8.32 175 | 0.70 35 | 0.09 346 | 0.01 42 | 0.00 1 | 0.00 1 | 0.06 90 | 0.03 49 |
|
| GEAStereo |  | 1.94 53 | 0.95 113 | 3.61 56 | 3.84 206 | 0.64 109 | 4.39 122 | 1.50 164 | 8.01 130 | 2.33 50 | 2.24 94 | 2.61 63 | 1.19 58 | 2.25 114 | 3.50 42 | 1.15 109 | 0.01 139 | 0.06 238 | 0.05 327 | 0.00 1 | 0.22 247 | 0.14 228 |
|
| 4.25_new |  | 1.94 53 | 0.81 63 | 3.74 65 | 2.82 91 | 2.69 360 | 4.37 118 | 2.37 299 | 5.76 44 | 2.78 75 | 1.99 81 | 3.60 87 | 0.23 4 | 2.40 125 | 4.13 60 | 0.99 82 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| 4.5w_new |  | 1.94 53 | 0.81 63 | 3.74 65 | 2.82 91 | 2.69 360 | 4.37 118 | 2.37 299 | 5.76 44 | 2.78 75 | 1.99 81 | 3.60 87 | 0.23 4 | 2.40 125 | 4.13 60 | 0.99 82 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| 4.25w-stereo |  | 1.94 53 | 0.81 63 | 3.74 65 | 2.82 91 | 2.69 360 | 4.37 118 | 2.37 299 | 5.76 44 | 2.78 75 | 1.99 81 | 3.60 87 | 0.23 4 | 2.40 125 | 4.13 60 | 0.99 82 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| asda |  | 1.95 57 | 0.81 63 | 4.14 102 | 2.66 81 | 1.93 304 | 3.30 73 | 0.86 104 | 5.92 54 | 3.10 93 | 2.41 104 | 3.10 72 | 0.63 37 | 2.99 144 | 5.57 93 | 1.48 131 | 0.02 223 | 0.01 42 | 0.00 1 | 0.00 1 | 0.07 115 | 0.07 141 |
|
| 4w-stereo |  | 2.03 58 | 0.98 121 | 4.12 100 | 2.31 45 | 1.96 305 | 3.70 90 | 0.61 80 | 6.37 77 | 2.37 53 | 2.10 89 | 4.19 104 | 0.33 19 | 3.33 157 | 7.03 134 | 1.12 103 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 46 | 0.08 156 |
|
| LiteMatch |  | 2.05 59 | 1.75 383 | 2.89 16 | 3.57 181 | 0.63 107 | 2.13 24 | 1.54 175 | 4.85 22 | 2.56 56 | 1.63 56 | 0.47 18 | 2.13 111 | 4.42 202 | 3.83 55 | 7.98 438 | 0.00 1 | 0.04 161 | 0.00 1 | 0.00 1 | 0.29 307 | 0.31 370 |
|
| asd |  | 2.06 60 | 0.78 54 | 3.85 74 | 2.45 58 | 2.18 323 | 3.99 100 | 0.35 57 | 6.94 94 | 2.60 63 | 2.99 132 | 2.79 68 | 0.52 30 | 2.27 119 | 8.33 176 | 0.93 72 | 0.02 223 | 0.01 42 | 0.00 1 | 0.00 1 | 0.07 115 | 0.11 191 |
|
| S2M2_L |  | 2.06 60 | 1.28 213 | 4.05 93 | 3.20 134 | 1.14 200 | 2.31 30 | 0.06 12 | 6.26 68 | 6.67 197 | 1.75 66 | 4.48 118 | 4.47 177 | 0.81 45 | 2.36 15 | 1.52 135 | 0.25 435 | 0.10 343 | 0.03 294 | 0.00 1 | 0.49 417 | 0.03 49 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| GCAP-Stereo-DPT26K |  | 2.09 62 | 1.04 137 | 5.75 209 | 2.56 74 | 0.65 113 | 2.75 45 | 1.75 227 | 8.35 148 | 1.65 28 | 2.30 100 | 3.44 84 | 1.73 81 | 3.12 147 | 5.03 89 | 1.14 108 | 0.00 1 | 0.00 1 | 0.00 1 | 0.26 481 | 0.09 143 | 0.11 191 |
|
| Anonymus |   | 2.10 63 | 1.12 165 | 3.31 42 | 3.49 167 | 0.52 85 | 2.37 34 | 0.28 52 | 5.87 51 | 2.72 71 | 2.59 111 | 1.68 47 | 4.85 190 | 1.81 99 | 8.52 182 | 2.63 236 | 0.10 352 | 0.04 161 | 0.00 1 | 0.00 1 | 0.04 68 | 0.13 217 |
|
| 2.5w |  | 2.10 63 | 0.78 54 | 4.30 106 | 2.96 114 | 1.85 290 | 3.22 66 | 2.25 290 | 6.05 61 | 2.69 69 | 1.80 71 | 5.44 161 | 0.23 4 | 2.01 104 | 7.36 145 | 1.01 93 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 124 |
|
| 2.75w_new |  | 2.10 63 | 0.82 67 | 3.93 82 | 2.18 27 | 1.44 239 | 3.52 83 | 2.30 294 | 5.52 35 | 2.91 86 | 4.14 174 | 3.93 99 | 0.27 12 | 2.38 122 | 6.17 110 | 2.32 212 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 124 |
|
| GCAP-Stereo-DPT-24K |  | 2.12 66 | 0.85 84 | 4.64 120 | 2.77 89 | 1.97 307 | 3.66 89 | 1.64 194 | 8.33 147 | 3.33 106 | 1.46 46 | 3.30 77 | 0.63 37 | 4.15 191 | 2.05 9 | 0.67 29 | 0.02 223 | 0.17 433 | 0.00 1 | 0.43 543 | 0.26 285 | 2.07 566 |
|
| LG-G_1 |  | 2.14 67 | 0.64 24 | 4.04 90 | 3.18 132 | 0.37 44 | 11.00 396 | 0.60 78 | 6.27 70 | 1.55 19 | 1.28 30 | 1.15 35 | 1.34 63 | 2.14 109 | 8.08 169 | 0.99 82 | 0.04 282 | 0.12 377 | 0.00 1 | 0.00 1 | 0.06 90 | 0.03 49 |
|
| LG-G |  | 2.14 67 | 0.64 24 | 4.04 90 | 3.18 132 | 0.37 44 | 11.00 396 | 0.60 78 | 6.27 70 | 1.55 19 | 1.28 30 | 1.15 35 | 1.34 63 | 2.14 109 | 8.08 169 | 0.99 82 | 0.04 282 | 0.12 377 | 0.00 1 | 0.00 1 | 0.06 90 | 0.03 49 |
|
| aanet-new-28k |  | 2.16 69 | 1.14 170 | 7.58 294 | 2.96 114 | 0.49 76 | 4.51 131 | 1.81 245 | 6.35 76 | 2.32 49 | 1.74 65 | 4.46 116 | 1.54 72 | 4.71 233 | 2.29 12 | 0.81 46 | 0.00 1 | 0.04 161 | 0.00 1 | 0.29 495 | 0.07 115 | 0.08 156 |
|
| GSStereo |  | 2.16 69 | 0.95 113 | 3.61 56 | 4.08 219 | 0.64 109 | 4.39 122 | 1.50 164 | 8.60 155 | 4.56 135 | 2.71 119 | 2.61 63 | 1.86 95 | 2.25 114 | 3.50 42 | 1.15 109 | 0.00 1 | 0.07 267 | 0.00 1 | 0.39 533 | 0.22 247 | 0.15 248 |
|
| GREAT-IGEV |   | 2.18 71 | 1.15 175 | 4.04 90 | 2.89 103 | 0.69 120 | 2.95 54 | 0.20 44 | 5.82 50 | 5.88 179 | 0.92 12 | 5.07 150 | 1.08 53 | 1.46 79 | 9.60 232 | 0.86 63 | 0.00 1 | 0.13 393 | 0.00 1 | 0.24 469 | 0.14 198 | 0.46 421 |
| Jiahao LI, Xinhong Chen, Zhengmin JIANG, Qian Zhou, Yung-Hui Li, Jianping Wang: Global Regulation and Excitation via Attention Tuning for Stereo Matching. ICCV2025 |
| AdaDepth |  | 2.20 72 | 0.82 67 | 4.90 136 | 3.27 143 | 2.91 376 | 3.54 86 | 0.70 88 | 5.30 34 | 3.05 92 | 1.73 64 | 3.31 78 | 0.49 28 | 1.60 82 | 10.91 287 | 0.96 77 | 0.03 261 | 0.11 364 | 0.00 1 | 0.23 459 | 0.04 68 | 0.03 49 |
|
| IGEV-Stereo++ |  | 2.20 72 | 0.79 59 | 3.67 63 | 3.72 195 | 3.17 389 | 3.39 75 | 0.10 23 | 8.37 150 | 3.77 117 | 2.11 90 | 4.25 107 | 2.01 103 | 4.78 240 | 2.96 29 | 0.59 18 | 0.01 139 | 0.02 100 | 0.08 372 | 0.00 1 | 0.06 90 | 0.05 109 |
|
| monsters |  | 2.21 74 | 1.25 205 | 4.09 96 | 3.59 183 | 4.35 464 | 2.20 29 | 0.18 42 | 8.31 146 | 2.84 80 | 4.11 172 | 2.86 69 | 0.20 2 | 0.76 40 | 8.41 178 | 0.95 76 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.01 4 |
|
| DEFOM-Stereo |  | 2.21 74 | 0.88 92 | 3.63 58 | 3.42 157 | 0.89 162 | 13.14 437 | 0.83 101 | 4.68 15 | 1.96 41 | 2.72 121 | 1.66 46 | 0.59 33 | 0.54 28 | 8.53 183 | 0.68 30 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| aanet-new-34k |  | 2.22 76 | 1.33 232 | 6.99 268 | 2.55 72 | 0.37 44 | 2.69 42 | 1.58 182 | 8.25 143 | 2.14 43 | 1.11 20 | 5.28 154 | 2.45 121 | 6.42 315 | 2.04 8 | 0.80 43 | 0.00 1 | 0.08 303 | 0.03 294 | 0.02 239 | 0.07 115 | 0.20 295 |
|
| aanet-new-16k |  | 2.22 76 | 1.02 131 | 5.90 216 | 3.73 196 | 0.42 59 | 3.84 94 | 1.65 196 | 7.64 118 | 2.53 55 | 1.54 51 | 4.47 117 | 2.61 127 | 4.68 227 | 2.97 30 | 1.19 114 | 0.00 1 | 0.04 161 | 0.00 1 | 0.03 264 | 0.07 115 | 0.10 174 |
|
| 3.25w_new |  | 2.24 78 | 0.88 92 | 3.97 84 | 2.28 41 | 1.34 231 | 6.00 274 | 1.19 130 | 6.56 81 | 3.26 101 | 3.90 163 | 3.77 92 | 0.62 34 | 2.46 129 | 7.46 151 | 0.99 82 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.06 90 | 0.06 124 |
|
| 3.25w |  | 2.24 78 | 0.88 92 | 3.97 84 | 2.28 41 | 1.34 231 | 6.01 277 | 1.19 130 | 6.56 81 | 3.26 101 | 3.90 163 | 3.77 92 | 0.62 34 | 2.46 129 | 7.44 148 | 0.99 82 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.06 90 | 0.06 124 |
|
| aanet-new-40k |  | 2.30 80 | 1.29 217 | 8.15 328 | 2.62 76 | 2.23 326 | 5.47 219 | 1.80 241 | 6.79 90 | 1.59 26 | 1.14 22 | 4.71 129 | 1.12 55 | 5.55 274 | 2.35 14 | 0.85 58 | 0.00 1 | 0.06 238 | 0.02 274 | 0.04 289 | 0.04 68 | 0.18 276 |
|
| aanet-new-24k |  | 2.30 80 | 1.22 191 | 5.12 151 | 2.70 84 | 1.53 250 | 5.69 249 | 1.70 206 | 6.27 70 | 1.48 16 | 2.45 106 | 5.91 175 | 2.25 115 | 4.48 211 | 3.69 52 | 1.10 100 | 0.00 1 | 0.03 139 | 0.01 244 | 0.25 475 | 0.11 178 | 0.02 16 |
|
| aanet-new-12k |  | 2.30 80 | 0.79 59 | 8.45 345 | 4.28 245 | 0.45 68 | 4.57 136 | 1.75 227 | 8.28 145 | 2.63 67 | 2.70 118 | 1.35 40 | 1.74 82 | 4.57 220 | 3.03 31 | 1.10 100 | 0.01 139 | 0.03 139 | 0.07 361 | 0.01 197 | 0.12 184 | 0.06 124 |
|
| qwe |  | 2.30 80 | 0.82 67 | 3.76 69 | 2.60 75 | 2.75 366 | 4.59 140 | 0.28 52 | 6.62 84 | 2.90 85 | 4.62 187 | 4.62 125 | 0.55 31 | 0.89 49 | 8.78 198 | 2.09 194 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.07 115 | 0.14 228 |
|
| StereoAnything_RVC |  | 2.31 84 | 11.20 626 | 4.65 121 | 2.23 31 | 0.14 1 | 1.49 14 | 0.17 41 | 4.50 12 | 1.24 10 | 1.03 17 | 0.06 1 | 0.20 2 | 3.60 172 | 8.05 167 | 0.59 18 | 0.02 223 | 0.11 364 | 0.00 1 | 0.00 1 | 6.97 628 | 0.03 49 |
|
| aanet-new-32k |  | 2.32 85 | 1.33 232 | 5.55 193 | 2.88 100 | 1.83 285 | 5.87 265 | 1.73 220 | 7.45 109 | 1.37 12 | 1.71 61 | 4.22 105 | 2.66 132 | 6.13 299 | 2.81 25 | 0.64 24 | 0.00 1 | 0.12 377 | 0.00 1 | 0.00 1 | 0.08 132 | 0.09 162 |
|
| aanet-new-30k |  | 2.32 85 | 1.33 232 | 5.55 193 | 2.88 100 | 1.83 285 | 5.87 265 | 1.73 220 | 7.45 109 | 1.37 12 | 1.71 61 | 4.22 105 | 2.66 132 | 6.13 299 | 2.81 25 | 0.64 24 | 0.00 1 | 0.12 377 | 0.00 1 | 0.00 1 | 0.08 132 | 0.09 162 |
|
| 3.75w |  | 2.32 85 | 0.89 97 | 3.85 74 | 2.45 58 | 3.23 394 | 8.15 345 | 1.42 155 | 5.77 47 | 2.79 78 | 2.60 112 | 4.64 126 | 0.31 18 | 2.77 138 | 6.56 119 | 0.94 73 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.06 90 | 0.05 109 |
|
| RAStereo |  | 2.32 85 | 1.08 150 | 6.36 238 | 3.73 196 | 1.39 238 | 1.81 19 | 0.12 28 | 7.70 120 | 7.44 223 | 2.27 97 | 3.94 100 | 3.43 147 | 0.81 45 | 3.55 47 | 2.47 225 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 307 | 0.07 141 |
|
| 2.25w |  | 2.37 89 | 0.87 90 | 4.69 124 | 2.52 66 | 1.76 279 | 3.53 84 | 0.41 60 | 6.10 62 | 2.56 56 | 3.93 167 | 6.70 184 | 0.35 22 | 2.47 131 | 8.53 183 | 2.97 257 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| 2w_stereo |  | 2.37 89 | 0.83 71 | 4.12 100 | 2.73 85 | 1.22 209 | 4.67 147 | 3.90 375 | 6.98 95 | 3.62 113 | 3.48 147 | 5.01 145 | 0.24 8 | 4.36 198 | 4.43 73 | 1.70 154 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 49 |
|
| WQFJA1++ |  | 2.38 91 | 0.59 11 | 4.21 105 | 2.66 81 | 1.85 290 | 2.47 36 | 0.29 55 | 7.02 97 | 2.10 42 | 3.41 146 | 2.43 58 | 0.68 42 | 1.63 85 | 7.27 140 | 1.00 90 | 0.01 139 | 0.05 199 | 0.01 244 | 0.01 197 | 9.83 644 | 0.09 162 |
|
| DispViT+ |  | 2.39 92 | 0.66 32 | 3.18 34 | 1.32 3 | 5.13 510 | 2.80 49 | 0.09 17 | 12.73 249 | 6.26 188 | 1.59 53 | 1.01 31 | 0.71 43 | 1.06 58 | 9.26 223 | 1.35 124 | 0.62 527 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 46 | 0.02 16 |
|
| gasm-f |  | 2.39 92 | 0.96 118 | 3.77 70 | 3.84 206 | 0.50 79 | 4.50 129 | 2.54 314 | 8.01 130 | 2.33 50 | 2.24 94 | 5.92 176 | 1.19 58 | 4.05 186 | 6.12 109 | 1.31 121 | 0.01 139 | 0.06 238 | 0.05 327 | 0.00 1 | 0.25 274 | 0.14 228 |
|
| aanet-new-22k |  | 2.41 94 | 1.25 205 | 5.47 183 | 3.25 139 | 0.40 51 | 4.44 126 | 2.00 270 | 8.36 149 | 5.01 148 | 1.72 63 | 4.75 131 | 1.55 73 | 4.99 250 | 3.65 50 | 1.01 93 | 0.00 1 | 0.07 267 | 0.01 244 | 0.03 264 | 0.09 143 | 0.10 174 |
|
| monsterstereo |  | 2.41 94 | 0.98 121 | 4.33 108 | 4.12 224 | 4.48 470 | 1.80 17 | 0.08 14 | 5.78 48 | 5.21 162 | 3.36 142 | 7.40 200 | 0.25 9 | 0.37 18 | 8.92 207 | 1.00 90 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.01 4 |
|
| aanet-new-90k |  | 2.42 96 | 1.26 208 | 9.16 394 | 2.92 106 | 1.53 250 | 3.13 62 | 1.43 157 | 6.60 83 | 1.73 31 | 0.84 7 | 3.32 79 | 0.91 50 | 5.09 257 | 9.29 225 | 0.80 43 | 0.00 1 | 0.05 199 | 0.00 1 | 0.00 1 | 0.05 83 | 0.25 339 |
|
| LG-Stereo |  | 2.43 97 | 1.44 269 | 7.64 299 | 3.73 196 | 0.82 153 | 3.64 88 | 1.24 135 | 6.41 79 | 5.30 165 | 1.97 78 | 7.31 196 | 0.84 48 | 0.74 38 | 4.85 84 | 2.21 207 | 0.05 308 | 0.04 161 | 0.01 244 | 0.03 264 | 0.33 346 | 0.10 174 |
|
| aanet-32k-new |  | 2.45 98 | 1.49 285 | 5.53 189 | 2.99 117 | 1.32 223 | 5.09 197 | 1.83 247 | 5.66 40 | 1.61 27 | 1.21 28 | 4.15 102 | 2.17 112 | 6.08 297 | 8.40 177 | 1.04 95 | 0.01 139 | 0.07 267 | 0.00 1 | 0.00 1 | 0.10 167 | 0.21 306 |
|
| GCAP-Stereo-DPT-25K |  | 2.45 98 | 0.84 77 | 4.09 96 | 2.41 56 | 1.89 298 | 3.98 99 | 1.61 189 | 11.16 218 | 5.53 173 | 2.00 84 | 4.92 142 | 2.56 126 | 3.54 167 | 2.27 11 | 0.68 30 | 0.02 223 | 0.17 433 | 0.00 1 | 0.43 543 | 0.12 184 | 0.81 486 |
|
| 111111 |  | 2.45 98 | 1.01 128 | 3.89 78 | 3.60 184 | 4.13 445 | 3.49 82 | 0.23 47 | 8.63 158 | 3.25 98 | 2.15 91 | 4.26 108 | 2.29 117 | 2.03 105 | 8.86 206 | 0.94 73 | 0.01 139 | 0.02 100 | 0.08 372 | 0.00 1 | 0.14 198 | 0.04 79 |
|
| PhaseNet |  | 2.46 101 | 1.14 170 | 3.75 68 | 3.35 151 | 0.92 170 | 5.85 260 | 0.43 63 | 7.96 129 | 3.27 103 | 2.28 98 | 2.35 56 | 6.22 226 | 1.10 59 | 6.36 113 | 3.43 289 | 0.15 381 | 0.09 322 | 0.00 1 | 0.00 1 | 0.06 90 | 0.42 407 |
|
| 3.5w_stereo |  | 2.46 101 | 1.21 190 | 4.40 114 | 2.23 31 | 1.53 250 | 6.00 274 | 1.12 125 | 6.82 91 | 2.60 63 | 3.48 147 | 4.35 111 | 0.33 19 | 2.08 108 | 9.99 249 | 3.03 264 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 1 | 0.06 124 |
|
| aanet-new-78k |  | 2.47 103 | 1.27 210 | 10.18 444 | 3.08 124 | 0.28 19 | 2.19 28 | 1.35 150 | 6.66 86 | 1.44 15 | 1.58 52 | 4.08 101 | 1.02 51 | 6.47 317 | 8.61 186 | 0.83 50 | 0.00 1 | 0.04 161 | 0.00 1 | 0.00 1 | 0.03 46 | 0.22 314 |
|
| aanet-new-36k |  | 2.47 103 | 1.13 167 | 5.18 158 | 2.94 109 | 0.28 19 | 5.32 210 | 1.22 133 | 7.53 112 | 2.20 45 | 1.37 41 | 4.35 111 | 1.56 74 | 6.50 320 | 8.66 194 | 0.91 69 | 0.00 1 | 0.07 267 | 0.02 274 | 0.00 1 | 0.03 46 | 0.14 228 |
|
| aanet-new-70k |  | 2.48 105 | 1.18 183 | 8.17 332 | 2.76 88 | 0.62 105 | 4.98 181 | 1.52 171 | 6.84 92 | 1.57 21 | 1.69 60 | 3.83 96 | 0.84 48 | 5.29 267 | 8.97 211 | 1.12 103 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.03 46 | 0.11 191 |
|
| 3w_stereo |  | 2.49 106 | 0.84 77 | 5.43 176 | 2.46 60 | 0.46 69 | 5.44 217 | 6.54 472 | 7.07 98 | 3.41 110 | 3.30 140 | 4.77 135 | 0.28 13 | 4.24 195 | 4.24 66 | 1.30 119 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| GCAP-Stereo-DPT-22K |  | 2.52 107 | 0.89 97 | 4.37 112 | 3.28 144 | 3.42 401 | 3.39 75 | 1.45 158 | 7.88 125 | 3.22 96 | 2.29 99 | 7.74 205 | 3.46 148 | 5.13 258 | 2.00 7 | 0.75 40 | 0.02 223 | 0.30 514 | 0.00 1 | 0.43 543 | 0.11 178 | 0.27 349 |
|
| fffft |  | 2.58 108 | 0.86 87 | 5.15 156 | 3.15 130 | 1.32 223 | 4.44 126 | 4.17 386 | 8.04 133 | 3.29 104 | 3.03 134 | 2.20 55 | 1.88 97 | 1.45 78 | 10.41 260 | 1.80 160 | 0.00 1 | 0.04 161 | 0.00 1 | 0.00 1 | 0.31 328 | 0.10 174 |
| 1: 1. 1 |
| AIO_test |  | 2.59 109 | 0.89 97 | 4.07 94 | 3.70 193 | 2.35 337 | 5.35 212 | 2.39 303 | 8.10 136 | 4.33 129 | 1.35 35 | 4.60 122 | 4.27 172 | 1.35 73 | 7.29 143 | 0.71 37 | 0.76 544 | 0.07 267 | 0.00 1 | 0.09 369 | 0.06 90 | 0.03 49 |
|
| Replicate-Monster |  | 2.63 110 | 3.33 520 | 11.97 479 | 2.38 54 | 1.08 188 | 3.13 62 | 0.44 64 | 6.76 89 | 4.42 133 | 3.79 157 | 1.30 39 | 0.66 41 | 1.15 63 | 8.78 198 | 0.48 8 | 0.01 139 | 0.08 303 | 0.00 1 | 0.00 1 | 0.26 285 | 2.68 582 |
|
| TS12 |  | 2.64 111 | 0.78 54 | 3.08 28 | 2.06 18 | 0.32 27 | 6.38 297 | 0.20 44 | 8.17 139 | 4.25 127 | 2.93 127 | 10.46 247 | 1.46 66 | 3.07 145 | 7.82 160 | 1.77 158 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.04 68 | 0.02 16 |
|
| aanet-new-60k |  | 2.64 111 | 1.31 225 | 9.62 413 | 2.69 83 | 0.91 167 | 6.94 319 | 1.66 197 | 6.67 87 | 1.57 21 | 1.53 50 | 3.90 98 | 2.64 131 | 3.38 159 | 8.81 203 | 0.90 66 | 0.00 1 | 0.07 267 | 0.01 244 | 0.01 197 | 0.04 68 | 0.20 295 |
|
| GIP-stereo |  | 2.66 113 | 1.00 127 | 4.00 86 | 4.99 298 | 3.41 400 | 3.38 74 | 0.77 96 | 8.73 163 | 5.69 178 | 2.08 88 | 5.38 155 | 4.13 168 | 3.21 149 | 5.21 91 | 1.05 98 | 0.01 139 | 0.06 238 | 0.00 1 | 0.00 1 | 0.07 115 | 0.04 79 |
|
| aanet-new-10k |  | 2.69 114 | 1.23 196 | 9.26 396 | 4.00 214 | 0.52 85 | 8.39 350 | 1.89 257 | 7.92 127 | 1.69 30 | 2.89 126 | 2.99 71 | 2.76 134 | 5.48 271 | 3.07 33 | 1.35 124 | 0.00 1 | 0.11 364 | 0.05 327 | 0.04 289 | 0.09 143 | 0.04 79 |
|
| Foundation-i1c-attn |  | 2.71 115 | 0.60 14 | 3.06 26 | 2.24 33 | 0.51 81 | 5.22 203 | 4.50 397 | 8.99 168 | 3.66 115 | 3.62 152 | 3.42 82 | 5.81 215 | 4.90 244 | 6.67 126 | 0.91 69 | 0.02 223 | 0.09 322 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 124 |
|
| Zero-FE251 |  | 2.73 116 | 1.57 321 | 5.05 147 | 4.17 227 | 1.92 303 | 7.26 327 | 0.75 93 | 7.75 123 | 3.01 90 | 4.88 200 | 2.40 57 | 5.44 206 | 4.17 192 | 4.39 71 | 1.31 121 | 0.27 442 | 0.06 238 | 0.04 316 | 0.03 264 | 0.03 46 | 0.12 201 |
|
| MaDis-Stereo |  | 2.73 116 | 1.56 317 | 6.21 236 | 2.96 114 | 2.45 343 | 1.80 17 | 0.28 52 | 7.43 108 | 5.07 155 | 2.57 109 | 3.43 83 | 7.13 252 | 4.71 233 | 5.74 99 | 2.91 254 | 0.00 1 | 0.05 199 | 0.00 1 | 0.00 1 | 0.15 206 | 0.12 201 |
|
| GCAP-Stereo-cres-4k |  | 2.74 118 | 1.02 131 | 5.23 160 | 4.54 265 | 2.61 353 | 9.27 363 | 1.75 227 | 7.23 104 | 3.64 114 | 1.98 80 | 5.02 146 | 2.28 116 | 5.13 258 | 3.57 48 | 1.16 113 | 0.00 1 | 0.13 393 | 0.00 1 | 0.02 239 | 0.05 83 | 0.13 217 |
|
| HUF |  | 2.75 119 | 1.32 229 | 5.28 164 | 2.83 94 | 0.55 90 | 5.23 205 | 2.19 281 | 8.97 166 | 4.23 126 | 1.97 78 | 4.39 114 | 5.03 192 | 2.64 133 | 6.86 132 | 1.44 130 | 0.73 541 | 0.63 582 | 0.09 384 | 0.00 1 | 0.17 228 | 0.44 414 |
|
| LG-Stereo_Zeroshot |  | 2.77 120 | 0.90 106 | 5.49 185 | 4.91 294 | 1.75 278 | 3.75 91 | 0.85 103 | 7.14 100 | 3.33 106 | 3.51 150 | 10.67 249 | 2.03 105 | 5.26 266 | 3.11 34 | 1.80 160 | 0.00 1 | 0.06 238 | 0.00 1 | 0.19 438 | 0.43 388 | 0.19 290 |
|
| IGEV-Stereo+ |  | 2.77 120 | 0.92 109 | 4.09 96 | 3.14 129 | 4.62 481 | 2.57 38 | 0.70 88 | 4.34 10 | 2.29 47 | 1.76 68 | 0.59 23 | 0.77 46 | 3.49 165 | 8.65 192 | 0.68 30 | 0.03 261 | 0.10 343 | 0.00 1 | 0.24 469 | 5.77 622 | 10.68 661 |
|
| gcap_with_dpt |  | 2.78 122 | 0.83 71 | 5.55 193 | 3.02 120 | 4.35 464 | 5.14 200 | 1.31 142 | 7.11 99 | 4.14 124 | 5.93 218 | 11.93 270 | 2.05 107 | 0.57 29 | 2.55 18 | 0.80 43 | 0.00 1 | 0.08 303 | 0.01 244 | 0.09 369 | 0.11 178 | 0.05 109 |
|
| GCAP-Stereo-DPT-cres |  | 2.79 123 | 0.82 67 | 4.94 139 | 2.88 100 | 4.51 476 | 7.85 340 | 1.68 201 | 7.92 127 | 2.72 71 | 2.50 108 | 5.74 173 | 3.82 162 | 6.75 332 | 2.59 19 | 0.94 73 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 178 | 0.03 49 |
|
| AIO_rvc |  | 2.81 124 | 1.10 158 | 4.88 134 | 3.63 187 | 2.59 352 | 5.36 213 | 1.85 250 | 8.21 142 | 4.37 131 | 1.60 55 | 4.74 130 | 4.74 186 | 1.16 64 | 10.10 252 | 1.13 107 | 0.47 498 | 0.04 161 | 0.00 1 | 0.04 289 | 0.15 206 | 0.12 201 |
|
| SMoEStereo_RVC |  | 2.81 124 | 1.07 147 | 5.08 149 | 3.86 209 | 0.60 102 | 6.39 298 | 1.91 259 | 7.82 124 | 3.79 118 | 3.87 162 | 3.69 91 | 2.78 135 | 2.25 114 | 10.60 267 | 1.99 182 | 0.00 1 | 0.02 100 | 0.03 294 | 0.00 1 | 0.25 274 | 0.17 266 |
|
| mms |  | 2.86 126 | 1.38 249 | 5.26 162 | 3.68 190 | 1.84 287 | 4.23 112 | 4.01 378 | 8.01 130 | 4.29 128 | 2.43 105 | 5.53 169 | 3.05 139 | 1.35 73 | 9.22 220 | 2.06 190 | 0.00 1 | 0.06 238 | 0.00 1 | 0.00 1 | 0.36 358 | 0.44 414 |
|
| aanet-new-8k |  | 2.87 127 | 1.08 150 | 5.00 146 | 3.55 174 | 0.36 42 | 5.96 270 | 1.77 236 | 9.42 173 | 4.81 142 | 2.01 86 | 3.89 97 | 1.30 62 | 6.79 335 | 9.92 245 | 1.42 129 | 0.01 139 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 132 | 0.04 79 |
|
| gcap-zeroshot |  | 2.89 128 | 0.89 97 | 5.46 180 | 2.84 95 | 4.48 470 | 4.56 133 | 1.32 145 | 8.66 159 | 7.60 224 | 5.67 213 | 10.03 235 | 1.78 86 | 0.45 20 | 2.69 22 | 1.04 95 | 0.00 1 | 0.07 267 | 0.00 1 | 0.06 337 | 0.10 167 | 0.04 79 |
|
| UniTT-Stereo |  | 2.89 128 | 0.90 106 | 6.74 252 | 4.08 219 | 2.42 340 | 2.63 40 | 0.42 61 | 5.57 36 | 4.88 145 | 5.36 209 | 7.63 203 | 1.09 54 | 1.47 80 | 8.80 202 | 5.11 363 | 0.03 261 | 0.07 267 | 0.00 1 | 0.01 197 | 0.48 408 | 0.11 191 |
|
| testlalala |  | 2.89 128 | 0.89 97 | 5.46 180 | 2.84 95 | 4.48 470 | 4.56 133 | 1.32 145 | 8.66 159 | 7.60 224 | 5.67 213 | 10.03 235 | 1.78 86 | 0.45 20 | 2.69 22 | 1.04 95 | 0.00 1 | 0.07 267 | 0.00 1 | 0.06 337 | 0.10 167 | 0.04 79 |
|
| 1w_stereo |  | 2.90 131 | 0.72 37 | 3.59 55 | 3.30 147 | 2.15 321 | 4.37 118 | 6.74 481 | 6.40 78 | 5.23 163 | 2.83 125 | 7.30 195 | 0.25 9 | 4.36 198 | 8.30 174 | 2.44 223 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| ours_stereo |  | 2.91 132 | 1.34 237 | 5.14 153 | 3.67 188 | 1.49 246 | 3.87 95 | 2.80 328 | 8.10 136 | 6.28 189 | 2.15 91 | 5.66 171 | 3.98 164 | 1.84 101 | 9.38 227 | 1.77 158 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.32 338 | 0.34 380 |
|
| AIO-Stereo |   | 2.91 132 | 1.19 186 | 5.14 153 | 4.15 226 | 0.79 147 | 4.67 147 | 1.76 233 | 9.59 179 | 5.19 161 | 2.66 117 | 4.76 134 | 5.40 205 | 0.78 41 | 10.30 256 | 1.23 117 | 0.00 1 | 0.06 238 | 0.00 1 | 0.36 523 | 0.09 143 | 0.15 248 |
|
| aanet-new-14k |  | 2.92 134 | 0.98 121 | 7.97 316 | 3.81 203 | 0.32 27 | 4.39 122 | 1.76 233 | 10.49 203 | 9.76 268 | 2.98 131 | 4.82 139 | 0.62 34 | 6.72 327 | 2.51 17 | 1.21 116 | 0.00 1 | 0.02 100 | 0.01 244 | 0.00 1 | 0.08 132 | 0.03 49 |
|
| Foundation-i1b |  | 2.92 134 | 0.62 16 | 3.27 38 | 2.10 21 | 0.80 150 | 6.05 282 | 4.79 408 | 9.72 185 | 3.49 111 | 4.53 184 | 3.28 76 | 6.44 235 | 5.47 270 | 6.76 129 | 0.92 71 | 0.02 223 | 0.09 322 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 49 |
|
| EGLCR-Stereo |  | 2.92 134 | 1.06 140 | 5.28 164 | 3.38 154 | 0.55 90 | 4.59 140 | 0.66 82 | 10.43 202 | 4.81 142 | 3.30 140 | 3.23 75 | 7.93 273 | 1.71 91 | 9.22 220 | 1.62 146 | 0.05 308 | 0.12 377 | 0.00 1 | 0.00 1 | 0.23 262 | 0.16 257 |
|
| Foundation-i1a |  | 2.94 137 | 0.64 24 | 3.21 36 | 2.24 33 | 0.39 50 | 5.32 210 | 3.99 376 | 9.68 181 | 3.94 122 | 5.17 206 | 3.16 74 | 6.62 239 | 5.95 292 | 7.03 134 | 1.32 123 | 0.02 223 | 0.10 343 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 124 |
|
| IGEV++ |  | 2.98 138 | 1.27 210 | 5.17 157 | 5.41 349 | 0.47 70 | 4.63 145 | 1.71 218 | 9.97 191 | 4.75 139 | 2.58 110 | 6.27 180 | 4.35 174 | 4.44 207 | 4.98 88 | 3.05 267 | 0.00 1 | 0.07 267 | 0.00 1 | 0.08 355 | 0.24 269 | 0.18 276 |
|
| IGEV-RUCA |  | 3.00 139 | 1.12 165 | 4.51 117 | 4.78 282 | 2.30 332 | 6.18 285 | 1.80 241 | 7.24 106 | 4.79 140 | 2.63 116 | 4.91 140 | 4.06 165 | 2.44 128 | 9.70 237 | 1.50 133 | 0.14 372 | 0.26 502 | 0.21 474 | 0.29 495 | 0.74 489 | 0.35 386 |
|
| zero-FE |  | 3.01 140 | 1.06 140 | 4.57 119 | 4.18 231 | 4.04 440 | 3.24 69 | 1.51 168 | 6.17 66 | 1.87 38 | 1.00 14 | 2.52 59 | 1.72 80 | 4.92 245 | 6.19 111 | 2.77 244 | 0.27 442 | 0.10 343 | 0.00 1 | 0.05 317 | 13.94 661 | 0.09 162 |
|
| MSCF |  | 3.01 140 | 1.87 409 | 5.23 160 | 3.98 213 | 0.70 122 | 5.42 216 | 1.48 159 | 8.59 152 | 4.59 138 | 5.05 203 | 6.40 181 | 1.76 85 | 7.07 339 | 5.69 97 | 1.36 126 | 0.00 1 | 0.02 100 | 0.00 1 | 0.63 568 | 0.16 217 | 0.24 332 |
|
| GCAP-Stereo-DPT-5K |  | 3.02 142 | 0.89 97 | 5.34 168 | 2.90 104 | 4.48 470 | 4.69 150 | 1.34 148 | 8.59 152 | 8.81 252 | 5.94 220 | 10.70 251 | 1.84 93 | 0.51 23 | 2.94 27 | 1.12 103 | 0.00 1 | 0.07 267 | 0.00 1 | 0.04 289 | 0.09 143 | 0.04 79 |
|
| test_for_model |  | 3.02 142 | 0.89 97 | 5.34 168 | 2.90 104 | 4.48 470 | 4.69 150 | 1.34 148 | 8.59 152 | 8.81 252 | 5.94 220 | 10.70 251 | 1.84 93 | 0.51 23 | 2.94 27 | 1.12 103 | 0.00 1 | 0.07 267 | 0.00 1 | 0.04 289 | 0.09 143 | 0.04 79 |
|
| BStereo |   | 3.05 144 | 1.51 293 | 15.51 536 | 2.95 111 | 1.03 177 | 5.97 271 | 3.41 354 | 6.02 56 | 5.56 174 | 2.75 123 | 1.76 49 | 2.49 124 | 0.78 41 | 7.72 156 | 3.07 268 | 0.01 139 | 0.03 139 | 0.04 316 | 0.09 369 | 0.09 143 | 0.17 266 |
|
| GCAP-Stereo-DPT-2K |  | 3.06 145 | 0.86 87 | 5.37 172 | 2.84 95 | 4.43 468 | 4.03 101 | 1.27 137 | 7.50 111 | 7.27 220 | 6.46 229 | 12.28 275 | 2.19 114 | 0.60 31 | 4.86 85 | 0.90 66 | 0.00 1 | 0.07 267 | 0.00 1 | 0.08 355 | 0.09 143 | 0.05 109 |
|
| Selective-IGEV-i32 |  | 3.06 145 | 1.11 161 | 4.98 140 | 3.56 175 | 1.63 264 | 4.72 154 | 2.15 280 | 10.74 214 | 4.55 134 | 2.94 129 | 4.60 122 | 5.53 208 | 1.78 95 | 10.82 282 | 1.69 151 | 0.00 1 | 0.01 42 | 0.00 1 | 0.14 406 | 0.06 90 | 0.13 217 |
|
| Selective-IGEV |  | 3.06 145 | 1.11 161 | 4.98 140 | 3.56 175 | 1.66 266 | 4.73 155 | 2.14 279 | 10.73 213 | 4.56 135 | 2.93 127 | 4.60 122 | 5.54 209 | 1.77 94 | 10.82 282 | 1.69 151 | 0.00 1 | 0.01 42 | 0.00 1 | 0.14 406 | 0.06 90 | 0.13 217 |
|
| RSM++ |  | 3.08 148 | 1.04 137 | 5.27 163 | 4.25 241 | 0.50 79 | 5.04 192 | 2.63 319 | 10.11 193 | 4.34 130 | 3.16 137 | 4.66 127 | 6.73 241 | 1.87 103 | 9.96 247 | 1.69 151 | 0.00 1 | 0.00 1 | 0.01 244 | 0.18 425 | 0.14 198 | 0.10 174 |
|
| aanet-new |  | 3.09 149 | 1.23 196 | 5.57 198 | 4.01 215 | 2.64 358 | 10.34 374 | 1.80 241 | 7.22 103 | 1.74 32 | 1.88 74 | 5.05 149 | 2.33 118 | 7.68 351 | 9.12 218 | 0.99 82 | 0.01 139 | 0.07 267 | 0.00 1 | 0.00 1 | 0.05 83 | 0.05 109 |
|
| RSM |  | 3.10 150 | 0.98 121 | 4.86 133 | 4.17 227 | 1.08 188 | 4.76 163 | 1.83 247 | 10.14 194 | 4.21 125 | 3.38 144 | 4.34 109 | 7.82 269 | 1.75 93 | 10.69 271 | 1.64 149 | 0.00 1 | 0.03 139 | 0.00 1 | 0.18 425 | 0.13 192 | 0.07 141 |
|
| VIP-Stereo |  | 3.13 151 | 1.39 252 | 4.85 132 | 3.02 120 | 4.34 462 | 15.03 478 | 1.76 233 | 5.70 41 | 3.66 115 | 1.87 73 | 5.38 155 | 2.42 120 | 1.84 101 | 9.45 228 | 1.65 150 | 0.00 1 | 0.08 303 | 0.00 1 | 0.00 1 | 0.06 90 | 0.13 217 |
|
| FlowAnything_test |  | 3.13 151 | 1.42 259 | 6.59 244 | 8.69 523 | 1.35 234 | 8.70 353 | 2.51 310 | 7.60 117 | 3.03 91 | 4.10 171 | 2.67 66 | 3.52 155 | 0.75 39 | 5.86 103 | 4.48 340 | 0.06 329 | 0.03 139 | 0.15 444 | 0.66 570 | 0.16 217 | 0.18 276 |
|
| GCAP-Stereo-DPT-3K |  | 3.15 153 | 0.89 97 | 5.41 175 | 2.73 85 | 4.54 478 | 4.68 149 | 1.28 138 | 9.18 172 | 9.89 271 | 5.93 218 | 11.97 271 | 1.79 90 | 0.42 19 | 3.06 32 | 0.85 58 | 0.00 1 | 0.07 267 | 0.00 1 | 0.07 348 | 0.09 143 | 0.04 79 |
|
| DNS |  | 3.17 154 | 1.01 128 | 5.78 212 | 4.37 253 | 1.53 250 | 4.89 173 | 0.23 47 | 9.46 176 | 5.04 149 | 6.04 224 | 5.88 174 | 8.57 284 | 3.10 146 | 3.80 53 | 1.82 164 | 0.76 544 | 0.07 267 | 0.00 1 | 0.09 369 | 0.72 482 | 0.35 386 |
|
| DDF-Stereo |  | 3.17 154 | 1.08 150 | 4.40 114 | 4.63 273 | 4.02 439 | 3.40 77 | 1.51 168 | 5.27 30 | 1.78 34 | 0.85 9 | 2.57 61 | 1.68 79 | 4.63 226 | 8.01 166 | 2.80 248 | 0.27 442 | 0.13 393 | 0.00 1 | 0.14 406 | 16.19 667 | 0.09 162 |
|
| AEACV |  | 3.17 154 | 1.11 161 | 5.39 174 | 4.55 266 | 5.35 526 | 4.29 115 | 1.60 186 | 6.21 67 | 5.43 169 | 3.08 136 | 7.85 207 | 4.23 170 | 6.55 322 | 5.51 92 | 1.56 139 | 0.00 1 | 0.09 322 | 0.03 294 | 0.32 510 | 0.20 239 | 0.12 201 |
|
| GASTEREO |  | 3.18 157 | 1.99 430 | 5.13 152 | 4.28 245 | 0.70 122 | 5.59 231 | 1.49 163 | 8.66 159 | 4.94 147 | 5.17 206 | 6.84 189 | 1.58 75 | 7.14 341 | 7.72 156 | 1.38 127 | 0.00 1 | 0.02 100 | 0.00 1 | 0.64 569 | 0.08 132 | 0.23 325 |
|
| DEFOM-Stereo_RVC |  | 3.18 157 | 6.90 591 | 3.85 74 | 10.48 577 | 1.59 257 | 4.71 153 | 0.47 68 | 8.39 151 | 2.76 74 | 2.34 101 | 3.12 73 | 0.74 44 | 7.20 344 | 9.02 216 | 1.62 146 | 0.00 1 | 0.14 410 | 0.00 1 | 0.19 438 | 0.02 10 | 0.03 49 |
|
| NLSM3 |  | 3.19 159 | 0.86 87 | 3.90 79 | 3.11 127 | 4.00 438 | 3.18 64 | 0.55 76 | 13.79 283 | 8.23 241 | 3.39 145 | 6.88 191 | 1.79 90 | 3.97 182 | 7.12 138 | 3.01 260 | 0.01 139 | 0.00 1 | 0.05 327 | 0.00 1 | 0.03 46 | 0.01 4 |
|
| SCV |  | 3.20 160 | 1.40 254 | 5.96 220 | 4.71 276 | 0.71 127 | 4.21 111 | 1.70 206 | 10.94 215 | 6.06 183 | 1.85 72 | 4.80 137 | 6.16 222 | 2.74 137 | 9.82 240 | 1.74 156 | 0.05 308 | 0.09 322 | 0.00 1 | 0.24 469 | 0.50 422 | 0.30 362 |
|
| tt45 |  | 3.20 160 | 0.95 113 | 4.36 111 | 3.73 196 | 1.86 292 | 8.19 346 | 2.05 277 | 9.12 171 | 3.36 109 | 5.60 212 | 4.42 115 | 4.61 185 | 2.39 124 | 11.00 291 | 1.96 176 | 0.00 1 | 0.04 161 | 0.00 1 | 0.01 197 | 0.32 338 | 0.10 174 |
|
| MoCha-V2 |  | 3.20 160 | 0.92 109 | 4.82 131 | 5.09 307 | 0.40 51 | 4.63 145 | 1.37 152 | 9.81 187 | 5.41 168 | 5.58 211 | 5.26 153 | 2.63 130 | 6.48 318 | 9.90 244 | 1.15 109 | 0.02 223 | 0.24 491 | 0.00 1 | 0.25 475 | 0.07 115 | 0.04 79 |
|
| Pointernet |  | 3.22 163 | 0.84 77 | 5.79 213 | 3.22 138 | 0.35 39 | 5.27 208 | 0.37 58 | 16.46 333 | 5.96 181 | 4.11 172 | 6.81 188 | 4.84 189 | 2.73 136 | 4.78 82 | 2.52 228 | 0.00 1 | 0.15 417 | 0.00 1 | 0.22 450 | 0.04 68 | 0.02 16 |
|
| SCV_C0 |  | 3.23 164 | 1.31 225 | 6.44 240 | 3.20 134 | 0.82 153 | 4.84 170 | 1.61 189 | 10.34 200 | 6.85 202 | 2.74 122 | 4.91 140 | 6.26 229 | 1.81 99 | 11.06 295 | 1.50 133 | 0.11 359 | 0.06 238 | 0.00 1 | 0.23 459 | 0.33 346 | 0.11 191 |
|
| MGS-Stereo |  | 3.26 165 | 1.29 217 | 6.73 250 | 3.30 147 | 0.47 70 | 4.89 173 | 1.55 177 | 6.15 65 | 8.88 257 | 4.31 176 | 10.15 238 | 5.48 207 | 1.27 68 | 8.09 171 | 1.97 179 | 0.04 282 | 0.01 42 | 0.02 274 | 0.00 1 | 0.57 447 | 0.04 79 |
|
| rrr |  | 3.26 165 | 1.57 321 | 7.72 304 | 3.36 152 | 0.60 102 | 4.93 177 | 1.59 183 | 10.72 212 | 5.11 159 | 3.79 157 | 4.58 120 | 4.53 181 | 4.00 184 | 10.13 253 | 2.09 194 | 0.00 1 | 0.06 238 | 0.00 1 | 0.22 450 | 0.12 184 | 0.18 276 |
|
| CroCo-Stereo |   | 3.27 167 | 1.90 412 | 7.18 274 | 8.50 521 | 1.11 190 | 0.96 3 | 0.97 115 | 10.18 195 | 8.20 239 | 3.59 151 | 4.69 128 | 8.02 277 | 4.53 217 | 2.75 24 | 2.34 214 | 0.01 139 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 328 | 0.11 191 |
| P.Weinzaepfel, T. Lucas, V. Leroy, Y. Cabon, V. Arora, R. Bregier, G. Csurka, L. Antsfeld, B. Chidlovskii, J. Revaud: CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow. ICCV 2023 |
| fffy |  | 3.28 168 | 1.20 188 | 5.94 219 | 3.67 188 | 0.85 156 | 4.84 170 | 1.75 227 | 10.18 195 | 6.44 191 | 2.60 112 | 6.15 177 | 6.33 232 | 3.16 148 | 10.08 251 | 1.62 146 | 0.00 1 | 0.12 377 | 0.00 1 | 0.00 1 | 0.30 316 | 0.33 376 |
|
| IGEVStereo-DCA |  | 3.31 169 | 1.57 321 | 6.20 231 | 3.36 152 | 0.60 102 | 4.93 177 | 1.70 206 | 13.26 262 | 5.04 149 | 3.79 157 | 4.58 120 | 4.53 181 | 4.00 184 | 10.13 253 | 2.09 194 | 0.00 1 | 0.06 238 | 0.00 1 | 0.18 425 | 0.12 184 | 0.14 228 |
|
| test_xeample3 |  | 3.34 170 | 1.54 304 | 7.67 300 | 3.33 150 | 0.68 116 | 5.74 252 | 1.63 192 | 12.05 228 | 3.88 121 | 6.71 230 | 3.81 95 | 3.17 143 | 3.34 158 | 10.59 266 | 2.07 191 | 0.00 1 | 0.02 100 | 0.00 1 | 0.27 488 | 0.13 192 | 0.16 257 |
|
| GCAP-Stereo-DPT-FT |  | 3.37 171 | 5.20 563 | 20.75 589 | 3.26 140 | 3.66 415 | 3.19 65 | 1.77 236 | 8.61 157 | 2.83 79 | 2.16 93 | 3.61 90 | 3.75 159 | 3.63 174 | 3.13 35 | 1.41 128 | 0.05 308 | 0.12 377 | 0.00 1 | 0.01 197 | 0.13 192 | 0.22 314 |
|
| GLC_STEREO |  | 3.40 172 | 1.06 140 | 3.44 50 | 6.52 435 | 0.20 5 | 4.76 163 | 1.66 197 | 8.97 166 | 6.59 195 | 5.39 210 | 9.04 217 | 5.23 200 | 2.03 105 | 9.76 239 | 2.77 244 | 0.01 139 | 0.03 139 | 0.21 474 | 0.00 1 | 0.23 262 | 0.06 124 |
|
| VMStereo-Base |   | 3.41 173 | 0.84 77 | 4.19 104 | 1.72 6 | 0.47 70 | 3.01 55 | 0.57 77 | 10.10 192 | 14.58 337 | 3.85 161 | 9.11 219 | 7.48 266 | 2.36 121 | 7.75 159 | 1.90 169 | 0.07 340 | 0.08 303 | 0.04 316 | 0.00 1 | 0.06 90 | 0.02 16 |
|
| GCAP-Stereo-DPT-20K |  | 3.44 174 | 0.76 49 | 17.99 568 | 1.92 9 | 2.08 316 | 4.60 142 | 1.60 186 | 7.55 113 | 3.25 98 | 2.62 114 | 5.03 147 | 3.50 153 | 4.57 220 | 1.99 5 | 0.60 20 | 0.04 282 | 0.16 428 | 0.00 1 | 0.20 443 | 0.89 505 | 9.42 656 |
|
| 999 |  | 3.44 174 | 0.92 109 | 4.78 127 | 4.69 275 | 2.34 336 | 7.58 337 | 2.20 282 | 9.81 187 | 6.11 185 | 2.96 130 | 4.79 136 | 5.07 193 | 2.27 119 | 12.10 364 | 2.76 243 | 0.03 261 | 0.09 322 | 0.00 1 | 0.00 1 | 0.29 307 | 0.10 174 |
|
| GCAPDPT-zeroshot4090 |  | 3.44 174 | 0.76 49 | 17.99 568 | 1.92 9 | 2.08 316 | 4.60 142 | 1.60 186 | 7.55 113 | 3.25 98 | 2.62 114 | 5.03 147 | 3.50 153 | 4.57 220 | 1.99 5 | 0.60 20 | 0.04 282 | 0.16 428 | 0.00 1 | 0.20 443 | 0.89 505 | 9.42 656 |
|
| DF |  | 3.48 177 | 1.24 203 | 6.65 246 | 4.11 223 | 1.07 185 | 4.50 129 | 1.71 218 | 8.04 133 | 4.39 132 | 3.91 166 | 9.37 224 | 9.95 305 | 1.48 81 | 9.73 238 | 2.61 232 | 0.01 139 | 0.22 472 | 0.00 1 | 0.33 515 | 0.06 90 | 0.16 257 |
|
| ff7 |  | 3.48 177 | 1.76 389 | 6.20 231 | 3.45 159 | 1.13 194 | 5.02 186 | 1.70 206 | 13.26 262 | 5.04 149 | 4.66 191 | 5.47 164 | 3.49 149 | 4.70 229 | 11.14 300 | 2.01 183 | 0.00 1 | 0.04 161 | 0.00 1 | 0.18 425 | 0.30 316 | 0.14 228 |
|
| ffff |  | 3.48 177 | 1.76 389 | 6.20 231 | 3.45 159 | 1.13 194 | 5.02 186 | 1.70 206 | 13.26 262 | 5.04 149 | 4.66 191 | 5.47 164 | 3.49 149 | 4.70 229 | 11.14 300 | 2.01 183 | 0.00 1 | 0.04 161 | 0.00 1 | 0.18 425 | 0.30 316 | 0.14 228 |
|
| 11t |  | 3.48 177 | 1.76 389 | 6.20 231 | 3.45 159 | 1.13 194 | 5.02 186 | 1.70 206 | 13.26 262 | 5.04 149 | 4.66 191 | 5.47 164 | 3.49 149 | 4.70 229 | 11.14 300 | 2.01 183 | 0.00 1 | 0.04 161 | 0.00 1 | 0.18 425 | 0.30 316 | 0.14 228 |
|
| ccc-4 |  | 3.48 177 | 1.76 389 | 6.20 231 | 3.45 159 | 1.13 194 | 5.02 186 | 1.70 206 | 13.26 262 | 5.04 149 | 4.66 191 | 5.47 164 | 3.49 149 | 4.70 229 | 11.14 300 | 2.01 183 | 0.00 1 | 0.04 161 | 0.00 1 | 0.18 425 | 0.30 316 | 0.14 228 |
|
| anonymousdsp |  | 3.51 182 | 1.75 383 | 5.66 203 | 3.49 167 | 1.13 194 | 5.04 192 | 1.74 224 | 13.69 275 | 5.07 155 | 4.83 196 | 5.42 159 | 4.25 171 | 4.44 207 | 11.14 300 | 1.98 180 | 0.00 1 | 0.04 161 | 0.00 1 | 0.18 425 | 0.31 328 | 0.13 217 |
|
| castereo++ |  | 3.52 183 | 1.28 213 | 3.96 83 | 3.76 201 | 2.61 353 | 16.87 523 | 1.95 267 | 7.57 115 | 8.51 247 | 2.26 96 | 4.54 119 | 5.10 194 | 2.04 107 | 8.75 197 | 0.74 38 | 0.00 1 | 0.15 417 | 0.00 1 | 0.35 520 | 0.05 83 | 0.02 16 |
|
| IGEV-Stereo |   | 3.52 183 | 1.75 383 | 5.67 204 | 3.49 167 | 1.12 192 | 5.04 192 | 1.73 220 | 13.70 276 | 5.07 155 | 4.83 196 | 5.42 159 | 4.27 172 | 4.43 206 | 11.15 305 | 1.98 180 | 0.00 1 | 0.04 161 | 0.00 1 | 0.18 425 | 0.31 328 | 0.12 201 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| Foundation-i1 |  | 3.56 185 | 0.63 21 | 2.94 19 | 3.20 134 | 3.52 409 | 6.18 285 | 4.51 398 | 12.68 248 | 5.38 166 | 5.96 223 | 6.16 178 | 7.37 264 | 4.87 242 | 6.38 114 | 1.27 118 | 0.02 223 | 0.09 322 | 0.00 1 | 0.00 1 | 0.03 46 | 0.04 79 |
|
| CREStereo |  | 3.58 186 | 1.05 139 | 3.35 44 | 2.17 26 | 0.59 98 | 5.61 234 | 0.40 59 | 10.50 204 | 13.34 321 | 6.93 237 | 10.44 245 | 5.29 203 | 3.47 163 | 5.82 101 | 2.62 235 | 0.01 139 | 0.01 42 | 0.02 274 | 0.01 197 | 0.04 68 | 0.01 4 |
| Jiankun Li, Peisen Wang, Pengfei Xiong, Tao Cai, Ziwei Yan, Lei Yang, Jiangyu Liu, Haoqiang Fan, Shuaicheng Liu: Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation. CVPR 2022 |
| LoS |  | 3.59 187 | 1.07 147 | 3.81 72 | 2.80 90 | 0.52 85 | 4.98 181 | 1.18 129 | 10.35 201 | 12.97 311 | 4.54 185 | 10.75 254 | 3.89 163 | 3.27 153 | 8.78 198 | 2.63 236 | 0.03 261 | 0.03 139 | 0.09 384 | 0.00 1 | 0.12 184 | 0.04 79 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| ProNet |  | 3.61 188 | 1.91 415 | 6.17 230 | 3.31 149 | 0.67 115 | 5.51 221 | 6.46 468 | 12.60 246 | 6.23 186 | 3.18 138 | 4.80 137 | 3.64 157 | 3.57 168 | 11.15 305 | 2.11 198 | 0.02 223 | 0.21 462 | 0.01 244 | 0.01 197 | 0.41 382 | 0.14 228 |
|
| trnet |  | 3.62 189 | 0.95 113 | 3.30 40 | 2.21 30 | 0.56 92 | 5.67 247 | 0.42 61 | 10.62 210 | 13.30 319 | 6.89 235 | 10.45 246 | 5.78 213 | 3.69 175 | 5.80 100 | 2.61 232 | 0.00 1 | 0.02 100 | 0.03 294 | 0.01 197 | 0.04 68 | 0.02 16 |
|
| GCAP-BAT |  | 3.64 190 | 1.06 140 | 7.37 288 | 3.46 163 | 3.60 412 | 2.72 43 | 1.55 177 | 8.93 164 | 12.16 297 | 4.62 187 | 6.47 182 | 7.18 257 | 1.80 97 | 9.68 235 | 1.82 164 | 0.04 282 | 0.10 343 | 0.00 1 | 0.01 197 | 0.07 115 | 0.14 228 |
|
| GCAPDPT-zeroshot |  | 3.64 190 | 1.06 140 | 7.35 287 | 3.46 163 | 3.60 412 | 2.72 43 | 1.55 177 | 8.93 164 | 12.16 297 | 4.62 187 | 6.47 182 | 7.18 257 | 1.80 97 | 9.68 235 | 1.81 162 | 0.04 282 | 0.10 343 | 0.00 1 | 0.01 197 | 0.07 115 | 0.14 228 |
|
| U |  | 3.65 192 | 0.64 24 | 5.91 217 | 3.91 210 | 11.89 646 | 11.50 404 | 0.20 44 | 7.66 119 | 5.38 166 | 1.79 70 | 2.55 60 | 0.76 45 | 1.61 83 | 2.34 13 | 0.70 35 | 0.00 1 | 0.04 161 | 10.60 659 | 5.47 648 | 0.04 68 | 0.02 16 |
|
| water-stereo |  | 3.66 193 | 0.84 77 | 4.79 130 | 3.60 184 | 0.79 147 | 5.03 191 | 0.89 109 | 12.93 252 | 5.45 171 | 5.82 216 | 14.74 297 | 6.51 238 | 4.76 239 | 3.37 38 | 3.26 282 | 0.03 261 | 0.13 393 | 0.09 384 | 0.04 289 | 0.06 90 | 0.07 141 |
|
| Anonymus123 |  | 3.68 194 | 1.51 293 | 15.51 536 | 2.95 111 | 1.03 177 | 12.63 427 | 3.41 354 | 11.91 225 | 5.56 174 | 2.75 123 | 1.76 49 | 2.49 124 | 0.78 41 | 7.72 156 | 3.07 268 | 0.01 139 | 0.03 139 | 0.04 316 | 0.09 369 | 0.09 143 | 0.17 266 |
|
| Occ-G |  | 3.68 194 | 1.07 147 | 4.68 122 | 3.11 127 | 1.26 213 | 3.63 87 | 6.75 482 | 7.88 125 | 4.90 146 | 4.37 181 | 8.36 208 | 9.68 302 | 4.39 201 | 9.65 233 | 3.23 281 | 0.00 1 | 0.11 364 | 0.00 1 | 0.19 438 | 0.19 235 | 0.07 141 |
|
| DA |  | 3.70 196 | 0.83 71 | 4.78 127 | 5.07 304 | 0.70 122 | 16.50 518 | 1.94 264 | 9.42 173 | 7.22 216 | 4.02 168 | 6.78 185 | 5.96 218 | 4.49 213 | 4.16 63 | 1.54 136 | 0.05 308 | 0.12 377 | 0.00 1 | 0.00 1 | 0.06 90 | 0.26 343 |
|
| GGEV |  | 3.70 196 | 0.83 71 | 4.78 127 | 5.07 304 | 0.70 122 | 16.50 518 | 1.94 264 | 9.42 173 | 7.22 216 | 4.02 168 | 6.78 185 | 5.96 218 | 4.49 213 | 4.16 63 | 1.54 136 | 0.05 308 | 0.12 377 | 0.00 1 | 0.00 1 | 0.06 90 | 0.26 343 |
|
| rvit_stereo_0081_aga |  | 3.72 198 | 2.39 477 | 8.60 357 | 5.27 336 | 2.99 383 | 5.02 186 | 1.94 264 | 8.12 138 | 6.24 187 | 6.74 231 | 6.85 190 | 5.85 216 | 3.28 155 | 7.31 144 | 3.04 265 | 0.02 223 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 453 | 0.22 314 |
|
| GCAP-Stereo |  | 3.72 198 | 1.60 331 | 7.39 289 | 4.24 236 | 0.37 44 | 5.78 254 | 1.12 125 | 12.28 232 | 6.53 194 | 8.35 253 | 9.69 228 | 6.62 239 | 3.57 168 | 4.58 80 | 1.91 171 | 0.00 1 | 0.07 267 | 0.05 327 | 0.00 1 | 0.25 274 | 0.04 79 |
|
| LoS_RVC |  | 3.72 198 | 2.57 490 | 3.90 79 | 4.27 243 | 7.61 601 | 5.39 215 | 2.90 333 | 7.29 107 | 3.84 119 | 3.67 154 | 10.20 239 | 3.66 158 | 4.48 211 | 6.19 111 | 2.14 202 | 0.01 139 | 0.03 139 | 0.00 1 | 0.00 1 | 0.06 90 | 6.15 625 |
|
| HART |  | 3.80 201 | 1.52 297 | 5.45 179 | 4.85 288 | 0.51 81 | 4.41 125 | 0.76 94 | 12.59 245 | 5.08 158 | 5.95 222 | 12.76 279 | 6.87 246 | 1.72 92 | 10.71 273 | 1.84 166 | 0.00 1 | 0.13 393 | 0.10 403 | 0.00 1 | 0.45 393 | 0.26 343 |
|
| DN |  | 3.83 202 | 1.19 186 | 4.90 136 | 4.27 243 | 3.75 420 | 6.26 290 | 0.71 90 | 11.51 220 | 11.19 287 | 3.90 163 | 5.72 172 | 10.08 307 | 2.26 118 | 7.28 141 | 1.96 176 | 0.00 1 | 0.20 454 | 0.32 509 | 0.32 510 | 0.32 338 | 0.53 436 |
|
| CES |  | 3.85 203 | 1.14 170 | 2.91 17 | 3.05 122 | 11.37 641 | 5.37 214 | 1.02 119 | 9.52 178 | 8.82 254 | 3.50 149 | 9.21 223 | 1.78 86 | 0.90 50 | 6.53 118 | 2.37 216 | 0.02 223 | 0.04 161 | 0.01 244 | 0.00 1 | 1.62 544 | 7.74 646 |
|
| WCG-NET |  | 3.86 204 | 0.96 118 | 5.80 214 | 2.92 106 | 0.28 19 | 4.48 128 | 1.80 241 | 7.23 104 | 15.03 340 | 8.77 264 | 9.58 227 | 6.94 250 | 4.20 193 | 6.92 133 | 2.05 188 | 0.00 1 | 0.08 303 | 0.00 1 | 0.00 1 | 0.14 198 | 0.08 156 |
|
| CASnet |  | 3.91 205 | 1.03 136 | 4.68 122 | 4.98 296 | 0.27 16 | 4.99 184 | 2.95 334 | 11.02 217 | 11.02 282 | 10.61 286 | 11.76 267 | 4.15 169 | 1.65 88 | 5.85 102 | 1.91 171 | 0.50 504 | 0.00 1 | 0.59 539 | 0.12 395 | 0.13 192 | 0.02 16 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| rvit_stereo_0081 |  | 3.93 206 | 1.78 398 | 8.60 357 | 6.26 418 | 1.73 274 | 3.48 79 | 2.36 296 | 7.71 121 | 15.81 359 | 4.41 182 | 5.39 157 | 5.14 196 | 3.94 180 | 7.95 164 | 3.57 291 | 0.01 139 | 0.01 42 | 0.00 1 | 0.01 197 | 0.39 374 | 0.10 174 |
|
| rvit_stereo_0082 |  | 3.93 206 | 1.78 398 | 8.60 357 | 6.26 418 | 1.73 274 | 3.48 79 | 2.36 296 | 7.71 121 | 15.81 359 | 4.41 182 | 5.39 157 | 5.14 196 | 3.94 180 | 7.95 164 | 3.57 291 | 0.01 139 | 0.01 42 | 0.00 1 | 0.01 197 | 0.39 374 | 0.10 174 |
|
| castereo |  | 3.96 208 | 1.45 271 | 4.33 108 | 3.73 196 | 1.04 180 | 6.35 295 | 7.23 499 | 9.95 190 | 15.86 362 | 3.01 133 | 7.69 204 | 3.59 156 | 7.43 347 | 5.17 90 | 1.88 167 | 0.03 261 | 0.13 393 | 0.00 1 | 0.26 481 | 0.07 115 | 0.03 49 |
|
| rvit_stereo_0080 |  | 3.98 209 | 2.11 455 | 7.62 297 | 3.68 190 | 1.90 301 | 4.16 105 | 7.60 505 | 9.69 182 | 8.13 236 | 5.08 204 | 7.39 198 | 6.27 230 | 4.44 207 | 6.73 127 | 3.92 316 | 0.20 403 | 0.01 42 | 0.00 1 | 0.00 1 | 0.55 439 | 0.12 201 |
|
| whm_eth |  | 3.98 209 | 2.11 455 | 7.62 297 | 3.68 190 | 1.90 301 | 4.16 105 | 7.60 505 | 9.69 182 | 8.13 236 | 5.08 204 | 7.39 198 | 6.27 230 | 4.44 207 | 6.73 127 | 3.92 316 | 0.20 403 | 0.01 42 | 0.00 1 | 0.00 1 | 0.55 439 | 0.12 201 |
|
| MC-Stereo |  | 3.99 211 | 0.95 113 | 4.70 126 | 5.09 307 | 0.44 67 | 3.77 92 | 1.79 239 | 9.86 189 | 7.05 214 | 6.34 228 | 13.35 285 | 6.83 245 | 6.34 313 | 10.80 280 | 1.75 157 | 0.00 1 | 0.11 364 | 0.06 350 | 0.24 469 | 0.12 184 | 0.14 228 |
|
| CroCo-Stereo Lap2 |  | 4.01 212 | 2.03 445 | 8.14 327 | 9.82 556 | 6.03 558 | 1.11 4 | 0.79 98 | 9.71 184 | 7.98 232 | 3.26 139 | 4.99 143 | 9.08 291 | 5.80 286 | 6.08 107 | 4.39 336 | 0.00 1 | 0.05 199 | 0.00 1 | 0.00 1 | 0.71 478 | 0.30 362 |
|
| depthmonostereo |  | 4.02 213 | 1.64 348 | 5.29 167 | 4.40 254 | 1.19 205 | 8.04 343 | 1.16 128 | 15.24 305 | 12.52 302 | 4.62 187 | 7.49 202 | 4.11 167 | 4.80 241 | 6.61 121 | 2.71 241 | 0.04 282 | 0.21 462 | 0.11 416 | 0.07 348 | 0.07 115 | 0.02 16 |
|
| MM-Stereo_test2 |  | 4.03 214 | 1.20 188 | 7.42 290 | 5.18 325 | 0.76 143 | 7.24 326 | 2.26 291 | 14.57 292 | 8.19 238 | 6.89 235 | 5.13 151 | 4.85 190 | 3.80 177 | 10.49 263 | 1.96 176 | 0.00 1 | 0.12 377 | 0.00 1 | 0.09 369 | 0.33 346 | 0.08 156 |
|
| GCAP-Stereo-DPT-36K |  | 4.05 215 | 10.05 612 | 27.86 608 | 2.06 18 | 3.89 426 | 3.82 93 | 1.73 220 | 8.20 140 | 3.20 95 | 2.36 103 | 4.75 131 | 2.89 137 | 2.70 134 | 4.26 68 | 0.58 17 | 0.04 282 | 0.14 410 | 0.00 1 | 0.44 547 | 0.47 405 | 1.52 545 |
|
| CAS++ |  | 4.07 216 | 1.67 357 | 6.02 224 | 4.17 227 | 1.02 176 | 4.26 114 | 1.68 201 | 19.10 388 | 10.01 273 | 9.18 267 | 9.17 221 | 1.98 100 | 1.41 77 | 9.54 230 | 1.73 155 | 0.02 223 | 0.05 199 | 0.00 1 | 0.00 1 | 0.32 338 | 0.11 191 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| GCAP-Stereo-DPT-50K |  | 4.15 217 | 9.32 603 | 33.97 627 | 2.49 64 | 3.65 414 | 2.87 51 | 1.51 168 | 8.07 135 | 2.71 70 | 2.04 87 | 4.75 131 | 3.05 139 | 3.21 149 | 2.20 10 | 0.66 28 | 0.03 261 | 0.19 448 | 0.00 1 | 0.41 537 | 0.75 490 | 1.05 516 |
|
| plain |  | 4.15 217 | 1.67 357 | 9.97 434 | 4.86 289 | 2.97 382 | 3.27 70 | 1.41 153 | 8.20 140 | 5.51 172 | 3.37 143 | 16.69 323 | 3.03 138 | 2.71 135 | 14.44 454 | 3.91 315 | 0.14 372 | 0.00 1 | 0.03 294 | 0.01 197 | 0.69 473 | 0.14 228 |
|
| PSi22 |  | 4.19 219 | 1.37 244 | 4.15 103 | 3.83 205 | 0.37 44 | 4.56 133 | 0.25 49 | 7.21 102 | 15.42 350 | 4.31 176 | 6.96 192 | 13.76 380 | 5.93 290 | 13.23 423 | 1.88 167 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.37 365 | 0.20 295 |
|
| DilatedVolume-Stereo |   | 4.23 220 | 1.38 249 | 5.58 201 | 3.85 208 | 1.58 255 | 10.80 388 | 1.02 119 | 11.59 221 | 5.65 176 | 11.75 297 | 9.98 229 | 4.54 183 | 3.29 156 | 9.83 241 | 3.01 260 | 0.05 308 | 0.18 441 | 0.08 372 | 0.23 459 | 0.08 132 | 0.06 124 |
|
| quiztm |  | 4.28 221 | 1.71 368 | 5.37 172 | 4.86 289 | 5.11 507 | 4.60 142 | 2.84 331 | 13.08 260 | 7.79 230 | 8.37 255 | 11.40 263 | 6.75 243 | 2.57 132 | 7.18 139 | 2.59 231 | 0.80 553 | 0.03 139 | 0.00 1 | 0.07 348 | 0.41 382 | 0.11 191 |
|
| MIF-Stereo (partial) |  | 4.33 222 | 1.23 196 | 7.27 280 | 5.04 300 | 5.31 524 | 3.47 78 | 0.95 114 | 9.06 169 | 7.41 222 | 4.15 175 | 15.76 310 | 5.38 204 | 5.22 263 | 11.56 325 | 4.21 329 | 0.04 282 | 0.02 100 | 0.05 327 | 0.03 264 | 0.34 352 | 0.12 201 |
|
| MyStereo07 |  | 4.38 223 | 1.92 419 | 5.06 148 | 6.09 405 | 4.31 458 | 6.54 304 | 9.96 542 | 15.35 309 | 5.15 160 | 4.34 179 | 5.65 170 | 3.15 142 | 5.77 285 | 11.33 314 | 1.81 162 | 0.06 329 | 0.10 343 | 0.03 294 | 0.04 289 | 0.63 462 | 0.30 362 |
|
| XX-TBD |  | 4.45 224 | 10.67 619 | 3.01 23 | 10.28 573 | 0.57 94 | 5.84 258 | 0.07 13 | 7.57 115 | 12.24 300 | 11.43 295 | 14.74 297 | 4.07 166 | 1.66 89 | 4.51 79 | 2.05 188 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.26 285 | 0.01 4 |
|
| rvit_stereo_0083 |  | 4.53 225 | 1.94 423 | 9.94 432 | 7.12 473 | 1.67 268 | 4.98 181 | 2.80 328 | 8.25 143 | 18.22 394 | 4.76 195 | 7.78 206 | 6.41 234 | 4.87 242 | 7.54 152 | 3.74 303 | 0.11 359 | 0.04 161 | 0.00 1 | 0.01 197 | 0.24 269 | 0.16 257 |
|
| FE-Mocha |  | 4.54 226 | 2.08 451 | 9.99 436 | 4.36 252 | 2.16 322 | 4.76 163 | 0.81 99 | 13.59 271 | 4.81 142 | 13.39 345 | 11.04 257 | 11.38 328 | 3.45 160 | 5.97 105 | 2.12 201 | 0.03 261 | 0.14 410 | 0.14 437 | 0.38 530 | 0.12 184 | 0.18 276 |
|
| Reg-Stereo(zero) |  | 4.54 226 | 0.68 33 | 4.39 113 | 3.20 134 | 1.30 217 | 3.29 72 | 0.89 109 | 16.64 336 | 12.89 310 | 10.01 276 | 10.70 251 | 10.29 310 | 4.51 216 | 8.83 204 | 2.63 236 | 0.01 139 | 0.14 410 | 0.00 1 | 0.13 400 | 0.03 46 | 0.17 266 |
|
| NLMM |  | 4.55 228 | 1.18 183 | 5.44 177 | 3.48 165 | 5.88 556 | 13.44 443 | 1.59 183 | 11.98 227 | 8.84 255 | 4.92 201 | 5.44 161 | 6.20 224 | 5.05 253 | 9.85 242 | 7.60 425 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.09 143 | 0.10 174 |
|
| WQFJA1 |  | 4.56 229 | 1.18 183 | 5.44 177 | 3.48 165 | 5.88 556 | 13.44 443 | 1.59 183 | 11.97 226 | 8.85 256 | 4.92 201 | 5.44 161 | 6.20 224 | 5.05 253 | 10.03 250 | 7.60 425 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.09 143 | 0.10 174 |
|
| WCG-NET(raft) |  | 4.57 230 | 1.16 177 | 6.01 223 | 2.95 111 | 0.19 4 | 5.09 197 | 2.01 272 | 10.28 198 | 15.34 348 | 8.64 262 | 11.43 264 | 9.63 300 | 5.06 255 | 10.96 289 | 2.19 205 | 0.00 1 | 0.13 393 | 0.00 1 | 0.01 197 | 0.14 198 | 0.12 201 |
|
| CREStereo++_RVC |  | 4.61 231 | 0.99 126 | 3.70 64 | 4.08 219 | 2.01 312 | 3.94 97 | 0.10 23 | 9.10 170 | 16.94 373 | 8.65 263 | 16.77 325 | 4.46 176 | 2.18 111 | 5.72 98 | 3.12 272 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 669 | 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 |  | 4.68 232 | 1.09 156 | 5.54 192 | 4.07 216 | 5.82 551 | 10.92 395 | 3.99 376 | 10.31 199 | 10.17 274 | 5.90 217 | 4.99 143 | 5.79 214 | 5.18 260 | 12.80 402 | 6.89 406 | 0.01 139 | 0.00 1 | 0.01 244 | 0.00 1 | 0.15 206 | 0.06 124 |
|
| iRaftStereo_RVC |  | 4.68 232 | 1.51 293 | 6.89 263 | 4.91 294 | 0.72 136 | 5.26 207 | 0.46 67 | 17.60 350 | 10.47 277 | 9.53 271 | 15.13 302 | 5.75 212 | 3.24 152 | 8.93 208 | 2.22 208 | 0.00 1 | 0.09 322 | 0.00 1 | 0.00 1 | 0.46 398 | 0.41 404 |
|
| WQFJX |  | 4.69 234 | 1.22 191 | 5.36 171 | 3.29 146 | 5.73 547 | 14.19 460 | 1.93 262 | 11.24 219 | 8.68 249 | 5.78 215 | 5.47 164 | 5.72 211 | 5.99 295 | 12.05 356 | 6.87 404 | 0.02 223 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 178 | 0.15 248 |
|
| Former-RAFT_DAM_RVC |  | 4.69 234 | 2.56 489 | 8.72 362 | 4.26 242 | 3.52 409 | 9.22 361 | 1.48 159 | 13.54 269 | 18.88 401 | 7.47 246 | 7.08 194 | 2.04 106 | 2.24 113 | 9.66 234 | 2.27 211 | 0.05 308 | 0.02 100 | 0.07 361 | 0.00 1 | 0.53 433 | 0.21 306 |
|
| TANstereo |  | 4.70 236 | 1.08 150 | 4.01 87 | 3.53 173 | 0.47 70 | 14.26 461 | 0.15 35 | 8.67 162 | 12.54 303 | 12.50 310 | 18.43 344 | 5.20 198 | 4.54 219 | 5.68 96 | 2.07 191 | 0.00 1 | 0.13 393 | 0.00 1 | 0.01 197 | 0.02 10 | 0.63 456 |
|
| rvit_stereo_ft |  | 4.73 237 | 2.68 495 | 9.30 399 | 11.34 599 | 2.74 365 | 4.18 109 | 8.45 516 | 9.77 186 | 9.90 272 | 4.04 170 | 6.26 179 | 6.73 241 | 4.72 235 | 8.99 212 | 5.03 361 | 0.01 139 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 299 | 0.09 162 |
|
| MSKI-zero shot |  | 4.76 238 | 1.56 317 | 5.98 221 | 5.14 318 | 1.13 194 | 6.55 306 | 1.55 177 | 12.76 250 | 8.06 234 | 10.44 284 | 11.50 265 | 13.47 376 | 2.38 122 | 12.07 362 | 1.90 169 | 0.01 139 | 0.20 454 | 0.02 274 | 0.29 495 | 0.14 198 | 0.14 228 |
|
| NLSM1 |  | 4.91 239 | 1.17 180 | 5.72 208 | 4.31 251 | 5.71 546 | 13.78 449 | 1.41 153 | 14.12 286 | 9.85 270 | 5.22 208 | 10.88 256 | 4.43 175 | 4.74 237 | 10.99 290 | 5.64 381 | 0.00 1 | 0.00 1 | 0.01 244 | 0.00 1 | 0.09 143 | 0.04 79 |
|
| TestHL |  | 4.98 240 | 1.35 241 | 5.28 164 | 3.28 144 | 1.27 214 | 5.60 233 | 1.68 201 | 13.06 259 | 14.02 327 | 10.05 277 | 15.39 305 | 7.15 254 | 5.21 262 | 11.58 327 | 4.40 337 | 0.01 139 | 0.01 42 | 0.01 244 | 0.00 1 | 0.11 178 | 0.05 109 |
|
| NLCSM |  | 4.99 241 | 1.39 252 | 5.75 209 | 5.86 380 | 5.86 555 | 11.21 401 | 3.80 371 | 10.71 211 | 8.54 248 | 8.36 254 | 5.25 152 | 4.57 184 | 6.65 324 | 13.57 434 | 7.59 424 | 0.29 448 | 0.01 42 | 0.00 1 | 0.01 197 | 0.24 269 | 0.13 217 |
|
| MM-Stereo_test1 |  | 5.04 242 | 1.17 180 | 6.08 226 | 5.38 345 | 0.80 150 | 4.99 184 | 7.07 491 | 13.43 268 | 12.00 295 | 12.94 330 | 10.20 239 | 5.92 217 | 6.69 325 | 11.26 312 | 2.19 205 | 0.01 139 | 0.11 364 | 0.00 1 | 0.00 1 | 0.42 386 | 0.07 141 |
|
| sCroCo_RVC |  | 5.06 243 | 3.29 518 | 16.45 550 | 10.72 581 | 6.64 574 | 5.83 256 | 2.74 323 | 9.67 180 | 8.06 234 | 3.66 153 | 9.20 222 | 4.81 188 | 4.95 247 | 8.12 173 | 4.64 345 | 0.64 531 | 0.50 564 | 0.06 350 | 0.03 264 | 0.70 476 | 0.42 407 |
|
| RT-Monster |  | 5.07 244 | 1.10 158 | 4.69 124 | 3.44 158 | 4.24 449 | 5.19 202 | 0.81 99 | 12.47 236 | 19.77 407 | 13.38 344 | 13.37 286 | 9.84 303 | 3.27 153 | 7.69 155 | 1.91 171 | 0.04 282 | 0.08 303 | 0.00 1 | 0.00 1 | 0.05 83 | 0.12 201 |
|
| RAFT-Stereo-weight |  | 5.07 244 | 0.93 112 | 5.57 198 | 4.24 236 | 0.72 136 | 6.05 282 | 1.63 192 | 17.77 355 | 17.16 374 | 10.99 292 | 10.22 241 | 12.06 346 | 1.67 90 | 9.25 222 | 2.69 239 | 0.06 329 | 0.11 364 | 0.00 1 | 0.00 1 | 0.15 206 | 0.12 201 |
|
| tg |  | 5.09 246 | 1.48 279 | 6.73 250 | 4.83 284 | 1.23 210 | 7.57 336 | 0.49 69 | 18.35 369 | 11.87 291 | 9.28 269 | 14.61 294 | 7.15 254 | 4.12 188 | 10.58 264 | 2.74 242 | 0.00 1 | 0.04 161 | 0.00 1 | 0.00 1 | 0.45 393 | 0.36 390 |
|
| model_zeroshot |  | 5.12 247 | 1.53 299 | 9.70 424 | 5.33 341 | 1.54 254 | 8.71 354 | 2.23 288 | 15.60 316 | 8.29 242 | 13.74 348 | 10.02 234 | 10.57 314 | 2.97 142 | 8.47 180 | 2.61 232 | 0.02 223 | 0.18 441 | 0.14 437 | 0.25 475 | 0.06 90 | 0.34 380 |
|
| AE-Stereo |  | 5.15 248 | 1.56 317 | 7.99 319 | 8.70 524 | 2.18 323 | 9.12 360 | 3.02 338 | 11.78 223 | 13.30 319 | 4.34 179 | 12.84 280 | 10.83 317 | 4.53 217 | 8.71 195 | 2.82 249 | 0.04 282 | 0.44 548 | 0.05 327 | 0.33 515 | 0.20 239 | 0.17 266 |
|
| 4D-IteraStereo |  | 5.15 248 | 1.47 274 | 7.98 317 | 4.89 293 | 4.69 484 | 6.25 288 | 1.85 250 | 13.23 261 | 16.30 364 | 14.18 354 | 11.26 260 | 8.33 280 | 1.61 83 | 8.07 168 | 2.42 218 | 0.00 1 | 0.05 199 | 0.08 372 | 0.01 197 | 0.19 235 | 0.15 248 |
|
| ManiGeoR |   | 5.19 250 | 1.66 354 | 8.59 355 | 3.09 125 | 3.05 385 | 5.94 268 | 1.66 197 | 19.05 385 | 9.74 266 | 6.25 225 | 14.27 291 | 6.24 227 | 4.97 248 | 12.44 380 | 6.57 399 | 0.01 139 | 0.00 1 | 0.05 327 | 0.00 1 | 0.15 206 | 0.03 49 |
|
| HLf10 |  | 5.19 250 | 1.66 354 | 8.59 355 | 3.09 125 | 3.05 385 | 5.94 268 | 1.66 197 | 19.05 385 | 9.74 266 | 6.25 225 | 14.27 291 | 6.24 227 | 4.97 248 | 12.44 380 | 6.57 399 | 0.01 139 | 0.00 1 | 0.05 327 | 0.00 1 | 0.15 206 | 0.03 49 |
|
| CAS |  | 5.20 252 | 0.78 54 | 3.30 40 | 17.06 640 | 7.59 600 | 8.07 344 | 6.31 458 | 9.46 176 | 9.09 258 | 4.57 186 | 10.67 249 | 1.91 99 | 1.22 66 | 4.18 65 | 2.16 203 | 10.33 660 | 0.02 100 | 0.00 1 | 0.02 239 | 0.44 391 | 6.83 634 |
|
| test_1 |  | 5.20 252 | 1.06 140 | 7.72 304 | 4.21 234 | 0.59 98 | 6.69 309 | 3.03 339 | 12.98 255 | 17.51 383 | 12.35 308 | 8.66 212 | 13.20 367 | 4.12 188 | 9.00 214 | 2.11 198 | 0.00 1 | 0.05 199 | 0.00 1 | 0.32 510 | 0.25 274 | 0.18 276 |
|
| NLMM1 |  | 5.21 254 | 1.29 217 | 6.55 243 | 3.79 202 | 5.49 533 | 12.43 424 | 3.31 351 | 12.18 231 | 15.22 343 | 7.19 245 | 8.46 209 | 5.22 199 | 4.60 224 | 12.03 352 | 6.29 395 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.10 167 | 0.07 141 |
|
| test-3 |  | 5.21 254 | 1.06 140 | 7.71 303 | 4.19 232 | 0.59 98 | 6.72 312 | 3.01 337 | 12.96 253 | 17.49 382 | 12.53 318 | 8.65 210 | 13.20 367 | 4.14 190 | 9.00 214 | 2.11 198 | 0.00 1 | 0.05 199 | 0.00 1 | 0.32 510 | 0.25 274 | 0.18 276 |
|
| EAI-Stereo |  | 5.21 254 | 1.74 374 | 8.46 347 | 5.69 363 | 1.37 237 | 5.67 247 | 3.52 360 | 18.77 378 | 5.65 176 | 9.75 272 | 16.08 314 | 6.36 233 | 3.57 168 | 11.73 340 | 3.64 296 | 0.01 139 | 0.33 526 | 0.03 294 | 1.06 596 | 0.21 244 | 0.65 464 |
|
| TestStereo_HL2 |  | 5.22 257 | 1.38 249 | 5.53 189 | 3.26 140 | 1.86 292 | 5.59 231 | 2.00 270 | 12.91 251 | 13.35 322 | 10.93 291 | 18.83 351 | 7.13 252 | 5.06 255 | 11.93 349 | 4.59 343 | 0.01 139 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 132 | 0.02 16 |
|
| tt1 |  | 5.27 258 | 1.99 430 | 5.11 150 | 6.02 401 | 0.26 10 | 10.59 383 | 4.22 390 | 18.45 371 | 16.31 365 | 6.75 232 | 8.95 216 | 4.75 187 | 9.15 386 | 10.82 282 | 1.61 144 | 0.00 1 | 0.05 199 | 0.00 1 | 0.04 289 | 0.26 285 | 0.14 228 |
|
| IGEV-FE |  | 5.28 259 | 2.03 445 | 14.26 520 | 6.10 408 | 1.33 228 | 4.32 116 | 1.03 122 | 14.46 287 | 6.50 192 | 13.33 342 | 11.86 268 | 11.00 319 | 3.47 163 | 10.71 273 | 3.65 298 | 0.03 261 | 0.22 472 | 0.15 444 | 0.26 481 | 0.80 495 | 0.20 295 |
|
| ACVNet-DCA |  | 5.28 259 | 2.00 432 | 4.99 142 | 5.89 382 | 0.26 10 | 10.85 390 | 5.38 421 | 20.20 401 | 11.88 292 | 6.95 238 | 10.01 230 | 4.49 178 | 9.78 401 | 10.79 277 | 1.59 141 | 0.00 1 | 0.05 199 | 0.00 1 | 0.04 289 | 0.25 274 | 0.20 295 |
|
| IGEV_Zeroshot_test |  | 5.28 259 | 2.03 445 | 14.26 520 | 6.09 405 | 1.33 228 | 4.32 116 | 1.03 122 | 14.46 287 | 6.50 192 | 13.33 342 | 11.89 269 | 11.01 320 | 3.45 160 | 10.71 273 | 3.64 296 | 0.03 261 | 0.22 472 | 0.15 444 | 0.26 481 | 0.80 495 | 0.20 295 |
|
| HLf8 |  | 5.31 262 | 1.68 363 | 7.70 302 | 3.15 130 | 2.75 366 | 7.19 324 | 1.88 253 | 17.68 352 | 16.71 369 | 7.82 247 | 13.88 288 | 6.00 220 | 3.75 176 | 11.89 348 | 3.81 309 | 0.01 139 | 0.00 1 | 0.01 244 | 0.00 1 | 0.15 206 | 0.04 79 |
|
| RCA-Stereo |  | 5.32 263 | 1.08 150 | 5.91 217 | 4.29 249 | 0.51 81 | 5.65 237 | 4.12 383 | 16.97 340 | 18.67 399 | 8.27 252 | 14.16 289 | 8.86 286 | 8.90 381 | 6.45 116 | 2.18 204 | 0.00 1 | 0.07 267 | 0.10 403 | 0.00 1 | 0.10 167 | 0.07 141 |
|
| cc1 |  | 5.34 264 | 2.00 432 | 4.99 142 | 5.89 382 | 0.26 10 | 10.85 390 | 5.38 421 | 17.85 359 | 15.48 352 | 6.95 238 | 10.01 230 | 4.49 178 | 9.78 401 | 10.79 277 | 1.59 141 | 0.00 1 | 0.05 199 | 0.00 1 | 0.04 289 | 0.30 316 | 0.13 217 |
|
| PMTNet |  | 5.36 265 | 0.97 120 | 3.42 48 | 1.97 11 | 1.30 217 | 8.96 355 | 0.69 87 | 12.33 233 | 12.16 297 | 8.50 259 | 11.35 261 | 6.09 221 | 4.50 215 | 9.34 226 | 2.70 240 | 22.71 676 | 0.01 42 | 0.04 316 | 0.02 239 | 0.06 90 | 0.01 4 |
|
| cross-raft |  | 5.37 266 | 1.23 196 | 6.66 248 | 5.91 387 | 1.25 211 | 6.00 274 | 1.48 159 | 15.82 322 | 7.70 228 | 12.95 331 | 20.80 386 | 11.63 331 | 4.42 202 | 8.59 185 | 2.23 209 | 0.01 139 | 0.21 462 | 0.00 1 | 0.22 450 | 0.21 244 | 0.10 174 |
|
| xyz-stereo-finetune |  | 5.39 267 | 1.47 274 | 5.53 189 | 2.65 78 | 0.30 24 | 11.94 412 | 3.28 344 | 12.96 253 | 21.28 427 | 8.14 249 | 12.32 276 | 6.19 223 | 3.62 173 | 11.80 344 | 5.98 387 | 0.01 139 | 0.02 100 | 0.00 1 | 0.02 239 | 0.16 217 | 0.04 79 |
|
| TestStereo-Hl |   | 5.40 268 | 1.33 232 | 5.55 193 | 3.00 118 | 0.89 162 | 5.51 221 | 4.03 379 | 14.53 290 | 13.48 323 | 10.10 279 | 16.08 314 | 8.99 288 | 8.18 367 | 12.60 393 | 3.48 290 | 0.05 308 | 0.03 139 | 0.01 244 | 0.00 1 | 0.16 217 | 0.06 124 |
|
| HH |  | 5.47 269 | 2.08 451 | 9.00 377 | 4.88 291 | 1.07 185 | 4.93 177 | 3.60 367 | 16.68 337 | 6.83 200 | 8.39 256 | 12.14 273 | 15.05 398 | 9.06 384 | 12.68 394 | 1.93 174 | 0.02 223 | 0.17 433 | 0.18 458 | 0.00 1 | 0.28 299 | 0.48 426 |
|
| HanStereo |  | 5.47 269 | 2.08 451 | 9.00 377 | 4.88 291 | 1.07 185 | 4.93 177 | 3.60 367 | 16.68 337 | 6.83 200 | 8.39 256 | 12.14 273 | 15.05 398 | 9.06 384 | 12.68 394 | 1.93 174 | 0.02 223 | 0.17 433 | 0.18 458 | 0.00 1 | 0.28 299 | 0.48 426 |
|
| test_4 |  | 5.47 269 | 0.98 121 | 5.56 197 | 6.55 439 | 0.62 105 | 5.53 224 | 1.88 253 | 11.68 222 | 6.00 182 | 12.60 322 | 30.86 517 | 7.48 266 | 3.87 178 | 12.25 372 | 2.97 257 | 0.00 1 | 0.07 267 | 0.03 294 | 0.14 406 | 0.34 352 | 0.04 79 |
|
| HUI-Stereo |  | 5.48 272 | 1.74 374 | 9.01 379 | 5.08 306 | 0.42 59 | 5.65 237 | 2.77 325 | 12.55 244 | 7.03 213 | 12.54 320 | 18.10 338 | 13.07 365 | 6.71 326 | 9.92 245 | 3.74 303 | 0.61 524 | 0.08 303 | 0.09 384 | 0.00 1 | 0.22 247 | 0.23 325 |
|
| RAFT-Stereo + iAFF |  | 5.48 272 | 1.66 354 | 7.56 293 | 3.49 167 | 0.40 51 | 2.75 45 | 0.67 83 | 16.07 328 | 14.76 338 | 12.27 305 | 18.67 349 | 11.95 341 | 8.08 365 | 7.84 161 | 2.89 251 | 0.01 139 | 0.06 238 | 0.00 1 | 0.00 1 | 0.37 365 | 0.04 79 |
|
| ROB_FTStereo |  | 5.49 274 | 1.74 374 | 8.96 374 | 5.09 307 | 0.42 59 | 5.65 237 | 1.68 201 | 12.53 243 | 7.00 206 | 12.53 318 | 18.00 335 | 13.02 361 | 6.74 329 | 11.51 322 | 3.81 309 | 0.60 520 | 0.09 322 | 0.09 384 | 0.00 1 | 0.22 247 | 0.22 314 |
|
| PSM-adaLoss |  | 5.50 275 | 1.74 374 | 9.03 383 | 5.09 307 | 0.42 59 | 5.66 242 | 1.98 269 | 12.50 237 | 7.01 211 | 12.52 312 | 18.13 341 | 12.96 357 | 6.77 334 | 11.11 298 | 3.83 311 | 0.72 537 | 0.09 322 | 0.09 384 | 0.00 1 | 0.22 247 | 0.22 314 |
|
| ROB_FTStereo_v2 |  | 5.53 276 | 1.74 374 | 8.97 376 | 5.09 307 | 0.42 59 | 5.64 236 | 2.02 273 | 12.50 237 | 7.00 206 | 12.51 311 | 18.10 338 | 12.99 358 | 6.72 327 | 11.50 321 | 4.04 327 | 0.70 533 | 0.09 322 | 0.09 384 | 0.00 1 | 0.22 247 | 0.23 325 |
|
| CRE-IMP |  | 5.53 276 | 1.63 347 | 9.62 413 | 5.65 358 | 0.48 75 | 7.02 321 | 1.70 206 | 11.84 224 | 8.33 244 | 12.99 334 | 16.02 313 | 11.08 322 | 6.23 305 | 12.06 359 | 5.06 362 | 0.28 446 | 0.07 267 | 0.09 384 | 0.00 1 | 0.24 269 | 0.21 306 |
|
| RAFT-IKP |  | 5.53 276 | 1.74 374 | 8.95 371 | 5.09 307 | 0.41 54 | 5.45 218 | 2.08 278 | 12.52 240 | 7.00 206 | 12.52 312 | 18.13 341 | 12.93 356 | 6.79 335 | 11.59 330 | 3.99 322 | 0.80 553 | 0.09 322 | 0.09 384 | 0.00 1 | 0.22 247 | 0.22 314 |
|
| LL-Strereo2 |  | 5.54 279 | 2.17 462 | 9.12 389 | 5.65 358 | 2.54 349 | 6.48 300 | 2.27 292 | 15.08 300 | 7.79 230 | 10.99 292 | 10.26 242 | 15.94 412 | 3.50 166 | 13.25 424 | 3.63 295 | 0.00 1 | 0.13 393 | 1.34 594 | 0.10 382 | 0.30 316 | 0.19 290 |
|
| iGMRVC |  | 5.54 279 | 1.74 374 | 9.01 379 | 5.09 307 | 0.42 59 | 5.66 242 | 1.81 245 | 12.61 247 | 7.02 212 | 12.52 312 | 18.11 340 | 13.02 361 | 6.64 323 | 11.57 326 | 4.16 328 | 0.82 557 | 0.09 322 | 0.09 384 | 0.00 1 | 0.22 247 | 0.21 306 |
|
| Gwc-CoAtRS |  | 5.54 279 | 1.22 191 | 8.40 340 | 4.28 245 | 1.36 236 | 6.93 318 | 1.31 142 | 15.48 311 | 15.03 340 | 12.62 323 | 13.32 284 | 12.74 354 | 5.71 283 | 8.61 186 | 2.98 259 | 0.01 139 | 0.22 472 | 0.00 1 | 0.29 495 | 0.28 299 | 0.07 141 |
|
| test_3 |  | 5.55 282 | 1.02 131 | 8.07 324 | 6.18 413 | 0.54 88 | 9.00 356 | 3.28 344 | 13.55 270 | 18.66 398 | 11.97 302 | 8.89 215 | 13.98 382 | 4.05 186 | 8.96 210 | 2.10 197 | 0.00 1 | 0.05 199 | 0.00 1 | 0.31 507 | 0.26 285 | 0.18 276 |
|
| CFNet-RSSM |  | 5.55 282 | 1.08 150 | 8.60 357 | 4.30 250 | 1.21 208 | 6.42 299 | 1.25 136 | 16.12 329 | 17.84 387 | 13.12 335 | 11.14 259 | 11.84 336 | 5.52 272 | 9.14 219 | 2.35 215 | 0.01 139 | 0.20 454 | 0.00 1 | 0.36 523 | 0.34 352 | 0.07 141 |
|
| TestStereo_HLe17 |  | 5.56 284 | 1.69 366 | 9.09 387 | 3.07 123 | 2.43 342 | 7.21 325 | 2.98 335 | 17.93 362 | 16.13 363 | 8.49 258 | 16.14 317 | 5.57 210 | 4.29 197 | 12.87 404 | 3.21 279 | 0.04 282 | 0.00 1 | 0.01 244 | 0.00 1 | 0.10 167 | 0.04 79 |
|
| Patchmatch Stereo++ |  | 5.56 284 | 1.74 374 | 9.01 379 | 5.09 307 | 0.41 54 | 5.66 242 | 2.40 304 | 12.52 240 | 7.00 206 | 12.52 312 | 18.08 336 | 13.02 361 | 6.74 329 | 11.59 330 | 4.01 324 | 0.78 547 | 0.09 322 | 0.09 384 | 0.00 1 | 0.22 247 | 0.22 314 |
| 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 |  | 5.56 284 | 1.74 374 | 9.01 379 | 5.09 307 | 0.41 54 | 5.66 242 | 2.40 304 | 12.52 240 | 7.00 206 | 12.52 312 | 18.08 336 | 13.02 361 | 6.74 329 | 11.59 330 | 4.01 324 | 0.78 547 | 0.09 322 | 0.09 384 | 0.00 1 | 0.22 247 | 0.22 314 |
|
| raftrobust |  | 5.56 284 | 1.42 259 | 6.00 222 | 7.04 467 | 5.11 507 | 4.90 176 | 1.88 253 | 17.13 343 | 13.72 325 | 11.87 299 | 11.58 266 | 7.82 269 | 9.21 387 | 10.28 255 | 2.92 255 | 0.02 223 | 0.05 199 | 0.00 1 | 0.00 1 | 0.22 247 | 0.11 191 |
|
| 1test111 |  | 5.59 288 | 2.00 432 | 4.99 142 | 5.89 382 | 0.26 10 | 10.85 390 | 5.38 421 | 20.20 401 | 11.88 292 | 6.95 238 | 10.01 230 | 4.49 178 | 9.78 401 | 11.09 296 | 7.45 417 | 0.00 1 | 0.05 199 | 0.00 1 | 0.04 289 | 0.25 274 | 0.20 295 |
|
| xyz-stereo-finetune2 |  | 5.60 289 | 1.64 348 | 5.87 215 | 2.44 57 | 0.32 27 | 15.39 486 | 1.90 258 | 10.59 209 | 5.28 164 | 10.58 285 | 17.82 333 | 7.37 264 | 8.93 382 | 14.86 463 | 8.46 453 | 0.01 139 | 0.02 100 | 0.08 372 | 0.14 406 | 0.23 262 | 0.04 79 |
|
| test-1 |  | 5.62 290 | 1.53 299 | 14.78 531 | 7.44 486 | 1.11 190 | 7.99 342 | 1.19 130 | 13.03 257 | 12.04 296 | 9.39 270 | 15.23 304 | 11.15 325 | 5.56 275 | 7.06 136 | 3.57 291 | 0.07 340 | 0.50 564 | 0.00 1 | 0.10 382 | 0.16 217 | 0.47 422 |
|
| DeepStereo_RVC |  | 5.65 291 | 1.65 350 | 9.06 385 | 5.21 331 | 0.56 92 | 5.55 229 | 1.84 249 | 12.16 230 | 7.22 216 | 13.94 350 | 14.96 300 | 12.58 350 | 10.27 410 | 11.25 311 | 5.81 385 | 0.39 478 | 0.10 343 | 0.11 416 | 0.00 1 | 0.18 231 | 0.22 314 |
|
| HLF11 |  | 5.67 292 | 1.55 307 | 8.56 352 | 3.38 154 | 3.06 387 | 4.57 136 | 1.23 134 | 18.20 368 | 9.49 264 | 9.83 274 | 16.96 326 | 7.53 268 | 4.93 246 | 15.35 470 | 8.47 454 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.23 262 | 0.01 4 |
|
| MM-Stereo_test3 |  | 5.71 293 | 1.22 191 | 5.59 202 | 5.84 379 | 5.43 530 | 4.74 160 | 6.54 472 | 19.30 390 | 23.72 460 | 8.53 260 | 11.36 262 | 7.15 254 | 2.84 140 | 8.62 188 | 2.51 227 | 0.05 308 | 0.07 267 | 0.00 1 | 0.00 1 | 0.45 393 | 0.17 266 |
|
| EKT-Stereo |  | 5.73 294 | 1.42 259 | 7.85 308 | 7.16 475 | 5.35 526 | 5.22 203 | 4.41 394 | 18.13 367 | 14.05 328 | 8.77 264 | 12.85 281 | 9.55 298 | 4.26 196 | 11.19 307 | 2.45 224 | 0.45 492 | 0.23 480 | 0.07 361 | 0.10 382 | 0.16 217 | 0.87 497 |
|
| NRIStereo |  | 5.73 294 | 1.67 357 | 8.42 342 | 5.72 369 | 0.41 54 | 6.71 311 | 2.60 316 | 14.73 296 | 10.71 281 | 12.39 309 | 15.07 301 | 11.58 330 | 6.23 305 | 12.06 359 | 4.78 349 | 0.61 524 | 0.17 433 | 0.11 416 | 0.00 1 | 0.28 299 | 0.27 349 |
|
| rvit_0105_6 |  | 5.74 296 | 2.76 496 | 14.29 522 | 9.83 558 | 1.73 274 | 5.18 201 | 5.24 416 | 10.21 197 | 20.31 413 | 6.26 227 | 6.78 185 | 10.10 309 | 6.43 316 | 11.20 309 | 3.33 284 | 0.18 391 | 0.29 511 | 0.00 1 | 0.00 1 | 0.51 426 | 0.14 228 |
|
| RAFT-Test |  | 5.75 297 | 1.32 229 | 6.77 257 | 4.07 216 | 1.71 272 | 9.95 367 | 1.56 181 | 15.78 321 | 8.34 246 | 12.73 326 | 23.83 426 | 11.80 334 | 4.69 228 | 8.99 212 | 2.57 230 | 0.01 139 | 0.29 511 | 0.00 1 | 0.38 530 | 0.16 217 | 0.07 141 |
|
| Selective-RAFT |  | 5.78 298 | 0.83 71 | 10.24 445 | 6.70 450 | 0.72 136 | 15.49 491 | 1.13 127 | 13.82 284 | 15.41 349 | 6.97 242 | 6.97 193 | 11.63 331 | 8.27 369 | 12.32 374 | 4.73 347 | 0.10 352 | 0.01 42 | 0.00 1 | 0.26 481 | 0.07 115 | 0.03 49 |
|
| SMOE |  | 5.86 299 | 1.15 175 | 5.68 205 | 4.41 255 | 0.90 165 | 13.49 445 | 6.83 484 | 17.46 348 | 11.25 288 | 11.53 296 | 14.89 299 | 9.61 299 | 7.48 348 | 6.40 115 | 2.77 244 | 0.23 423 | 0.01 42 | 2.36 614 | 0.05 317 | 0.45 393 | 0.34 380 |
|
| 11t1 |  | 5.86 299 | 1.10 158 | 7.74 306 | 5.18 325 | 1.44 239 | 13.82 452 | 2.36 296 | 14.92 299 | 7.26 219 | 12.98 333 | 11.10 258 | 11.24 326 | 9.30 389 | 11.59 330 | 6.54 397 | 0.10 352 | 0.16 428 | 0.00 1 | 0.01 197 | 0.18 231 | 0.23 325 |
|
| s12784h |  | 5.87 301 | 0.88 92 | 4.11 99 | 3.01 119 | 0.51 81 | 18.49 542 | 0.98 117 | 18.89 382 | 17.60 384 | 12.52 312 | 12.46 277 | 7.87 272 | 5.01 252 | 11.05 294 | 3.13 274 | 0.73 541 | 0.01 42 | 0.04 316 | 0.00 1 | 0.07 115 | 0.01 4 |
|
| H2IRNET |  | 5.89 302 | 1.14 170 | 6.65 246 | 4.13 225 | 2.24 328 | 4.15 104 | 0.73 92 | 12.10 229 | 13.21 315 | 7.09 243 | 20.45 378 | 15.74 408 | 10.74 418 | 10.36 258 | 7.84 433 | 0.06 329 | 0.00 1 | 0.07 361 | 0.53 560 | 0.37 365 | 0.16 257 |
|
| anonymousdsp2 |  | 5.93 303 | 1.54 304 | 8.34 334 | 4.43 260 | 0.38 49 | 9.24 362 | 4.11 381 | 21.92 429 | 17.36 379 | 12.28 307 | 10.08 237 | 10.05 306 | 4.42 202 | 11.04 292 | 2.54 229 | 0.01 139 | 0.02 100 | 0.30 507 | 0.18 425 | 0.21 244 | 0.18 276 |
|
| GMStereo |   | 5.94 304 | 3.84 537 | 10.86 461 | 5.13 317 | 0.71 127 | 7.27 328 | 2.66 321 | 12.38 234 | 25.14 477 | 12.01 304 | 10.66 248 | 5.12 195 | 3.46 162 | 11.39 317 | 6.16 393 | 0.45 492 | 0.02 100 | 0.05 327 | 0.31 507 | 0.86 501 | 0.25 339 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| RALCasStereoNet |  | 5.95 305 | 2.02 442 | 7.09 273 | 7.06 468 | 5.10 506 | 6.36 296 | 5.44 427 | 13.97 285 | 13.25 317 | 9.93 275 | 17.45 329 | 10.37 312 | 3.89 179 | 11.64 335 | 4.24 332 | 0.02 223 | 0.46 555 | 0.10 403 | 0.00 1 | 0.20 239 | 0.31 370 |
|
| GMOStereo |  | 5.97 306 | 1.55 307 | 7.18 274 | 5.17 320 | 0.71 127 | 5.54 225 | 2.21 283 | 10.54 205 | 12.86 306 | 18.29 461 | 22.01 404 | 17.06 428 | 6.27 307 | 6.62 122 | 2.43 219 | 0.00 1 | 0.23 480 | 0.12 420 | 0.00 1 | 0.46 398 | 0.10 174 |
|
| error version |  | 5.97 306 | 1.55 307 | 7.18 274 | 5.17 320 | 0.71 127 | 5.54 225 | 2.21 283 | 10.54 205 | 12.86 306 | 18.29 461 | 22.01 404 | 17.06 428 | 6.27 307 | 6.62 122 | 2.43 219 | 0.00 1 | 0.23 480 | 0.12 420 | 0.00 1 | 0.46 398 | 0.10 174 |
|
| test-v |  | 5.97 306 | 1.55 307 | 7.18 274 | 5.17 320 | 0.71 127 | 5.54 225 | 2.21 283 | 10.54 205 | 12.86 306 | 18.29 461 | 22.01 404 | 17.06 428 | 6.27 307 | 6.62 122 | 2.43 219 | 0.00 1 | 0.23 480 | 0.12 420 | 0.00 1 | 0.46 398 | 0.10 174 |
|
| test-2 |  | 5.97 306 | 1.55 307 | 7.18 274 | 5.17 320 | 0.71 127 | 5.54 225 | 2.21 283 | 10.54 205 | 12.86 306 | 18.29 461 | 22.01 404 | 17.06 428 | 6.27 307 | 6.62 122 | 2.43 219 | 0.00 1 | 0.23 480 | 0.12 420 | 0.00 1 | 0.46 398 | 0.10 174 |
|
| xx1 |  | 5.99 310 | 2.00 432 | 4.99 142 | 5.89 382 | 0.26 10 | 10.85 390 | 5.38 421 | 17.84 357 | 15.48 352 | 6.95 238 | 10.01 230 | 16.02 415 | 11.15 430 | 10.79 277 | 1.59 141 | 0.00 1 | 0.05 199 | 0.02 274 | 0.05 317 | 0.25 274 | 0.20 295 |
|
| rafts_anoy |  | 6.02 311 | 1.67 357 | 6.27 237 | 6.53 436 | 4.98 496 | 5.30 209 | 2.53 311 | 13.77 281 | 21.01 421 | 12.70 325 | 16.23 319 | 8.56 283 | 5.65 281 | 9.09 217 | 5.22 368 | 0.04 282 | 0.31 518 | 0.09 384 | 0.03 264 | 0.25 274 | 0.17 266 |
|
| TestStereo |  | 6.02 311 | 2.55 488 | 7.33 286 | 5.57 354 | 1.68 271 | 6.05 282 | 1.78 238 | 13.73 278 | 16.40 368 | 10.87 290 | 23.79 425 | 9.00 289 | 5.63 280 | 11.26 312 | 3.96 319 | 0.09 346 | 0.01 42 | 0.00 1 | 0.00 1 | 0.69 473 | 0.01 4 |
|
| Any-RAFT |  | 6.04 313 | 1.16 177 | 4.52 118 | 4.47 261 | 1.20 206 | 10.46 375 | 1.97 268 | 21.84 424 | 15.52 354 | 11.21 294 | 19.37 357 | 13.34 370 | 4.72 235 | 8.65 192 | 2.03 187 | 0.01 139 | 0.19 448 | 0.00 1 | 0.00 1 | 0.04 68 | 0.08 156 |
|
| iRaft-Stereo_20w |  | 6.06 314 | 1.84 406 | 12.04 481 | 4.23 235 | 1.67 268 | 6.77 315 | 2.22 287 | 18.73 377 | 6.08 184 | 14.72 364 | 10.33 243 | 13.42 375 | 8.14 366 | 15.88 486 | 3.08 271 | 0.01 139 | 0.24 491 | 0.13 432 | 0.39 533 | 0.61 456 | 0.71 474 |
|
| DCRE |  | 6.07 315 | 1.75 383 | 8.41 341 | 7.20 476 | 3.82 425 | 6.48 300 | 4.18 389 | 15.52 313 | 10.42 276 | 9.24 268 | 22.47 414 | 11.71 333 | 5.46 269 | 10.62 268 | 3.02 263 | 0.02 223 | 0.26 502 | 0.05 327 | 0.30 502 | 0.15 206 | 0.24 332 |
|
| XX-Stereo |  | 6.14 316 | 1.47 274 | 9.11 388 | 11.87 606 | 6.76 578 | 3.27 70 | 0.93 112 | 15.13 302 | 5.43 169 | 8.79 266 | 28.46 480 | 13.71 379 | 2.22 112 | 11.51 322 | 2.07 191 | 0.20 403 | 0.24 491 | 0.08 372 | 0.29 495 | 1.04 515 | 0.13 217 |
|
| AFF-stereo |  | 6.17 317 | 1.61 336 | 7.02 270 | 4.08 219 | 0.64 109 | 3.53 84 | 0.76 94 | 16.00 326 | 13.14 313 | 12.86 327 | 25.42 442 | 15.67 407 | 7.86 358 | 11.12 299 | 3.21 279 | 0.02 223 | 0.06 238 | 0.00 1 | 0.00 1 | 0.40 379 | 0.08 156 |
|
| knoymous |  | 6.19 318 | 1.49 285 | 4.49 116 | 3.81 203 | 1.87 296 | 5.84 258 | 5.76 435 | 14.51 289 | 14.18 331 | 13.31 341 | 21.59 400 | 12.64 351 | 6.49 319 | 12.41 379 | 4.03 326 | 0.12 365 | 0.13 393 | 0.12 420 | 0.00 1 | 0.71 478 | 0.35 386 |
|
| TRStereo |  | 6.22 319 | 6.09 577 | 11.30 466 | 9.19 537 | 7.41 596 | 4.75 162 | 1.74 224 | 19.70 393 | 11.74 290 | 10.61 286 | 8.65 210 | 10.67 315 | 3.22 151 | 13.81 440 | 3.60 294 | 0.31 453 | 0.23 480 | 0.12 420 | 0.36 523 | 0.48 408 | 0.38 394 |
|
| AnonymousM |  | 6.33 320 | 11.42 627 | 3.06 26 | 3.93 211 | 1.49 246 | 4.54 132 | 3.29 346 | 11.00 216 | 7.70 228 | 16.52 417 | 9.38 225 | 9.07 290 | 3.97 182 | 7.10 137 | 3.01 260 | 0.43 488 | 0.07 267 | 22.69 672 | 7.67 658 | 0.06 90 | 0.21 306 |
|
| AIO-test1 |  | 6.38 321 | 1.41 258 | 5.70 207 | 9.77 554 | 5.61 537 | 9.09 358 | 1.79 239 | 21.63 422 | 20.69 417 | 6.75 232 | 17.68 331 | 8.19 278 | 4.99 250 | 10.38 259 | 3.16 275 | 0.01 139 | 0.01 42 | 0.00 1 | 0.13 400 | 0.28 299 | 0.26 343 |
|
| MyStereo06 |  | 6.40 322 | 1.76 389 | 13.15 496 | 6.19 414 | 4.40 466 | 7.09 322 | 9.95 540 | 16.68 337 | 6.98 205 | 12.91 328 | 10.76 255 | 17.84 449 | 5.71 283 | 9.97 248 | 3.39 287 | 0.06 329 | 0.10 343 | 0.02 274 | 0.04 289 | 0.73 484 | 0.29 359 |
|
| DCANet-4 |  | 6.41 323 | 1.02 131 | 9.66 418 | 3.41 156 | 0.68 116 | 4.73 155 | 1.70 206 | 17.70 353 | 24.33 470 | 15.10 375 | 20.25 372 | 6.45 236 | 8.65 374 | 8.47 180 | 5.31 372 | 0.01 139 | 0.04 161 | 0.00 1 | 0.00 1 | 0.09 143 | 0.63 456 |
|
| riskmin |  | 6.42 324 | 1.29 217 | 6.76 256 | 3.95 212 | 2.25 329 | 10.49 377 | 2.53 311 | 15.11 301 | 17.60 384 | 9.77 273 | 12.91 282 | 15.25 403 | 12.04 455 | 11.58 327 | 5.11 363 | 0.14 372 | 0.24 491 | 0.13 432 | 0.03 264 | 0.61 456 | 0.69 469 |
|
| DisPM |  | 6.43 325 | 1.31 225 | 8.36 336 | 6.61 445 | 1.06 184 | 5.83 256 | 3.82 373 | 13.04 258 | 11.63 289 | 16.38 412 | 23.88 428 | 12.80 355 | 6.50 320 | 13.03 418 | 3.04 265 | 0.51 507 | 0.01 42 | 0.08 372 | 0.15 415 | 0.10 167 | 0.42 407 |
|
| Lsterematch |  | 6.44 326 | 1.75 383 | 6.90 264 | 3.57 181 | 0.63 107 | 8.44 351 | 1.54 175 | 12.51 239 | 16.89 372 | 16.22 407 | 25.52 444 | 9.64 301 | 4.42 202 | 12.06 359 | 7.98 438 | 0.00 1 | 0.04 161 | 0.00 1 | 0.00 1 | 0.29 307 | 0.31 370 |
|
| DCANet |  | 6.46 327 | 1.59 327 | 7.28 281 | 3.51 172 | 0.68 116 | 4.77 168 | 1.75 227 | 15.33 307 | 23.62 455 | 15.55 391 | 20.73 385 | 7.31 261 | 11.56 445 | 8.83 204 | 5.26 370 | 0.00 1 | 0.05 199 | 0.00 1 | 0.00 1 | 0.26 285 | 1.11 521 |
|
| RALAANet |  | 6.49 328 | 2.49 484 | 9.69 423 | 7.09 469 | 4.98 496 | 6.23 287 | 1.68 201 | 19.90 398 | 14.26 332 | 15.04 374 | 14.56 293 | 12.69 353 | 4.38 200 | 12.91 408 | 3.07 268 | 0.02 223 | 0.07 267 | 0.00 1 | 0.10 382 | 0.51 426 | 0.15 248 |
|
| Pruner-Stereo |  | 6.59 329 | 1.51 293 | 8.71 361 | 6.34 423 | 0.85 156 | 5.66 242 | 4.15 384 | 13.74 279 | 11.02 282 | 18.11 456 | 22.09 409 | 15.86 411 | 5.80 286 | 11.75 342 | 5.15 365 | 0.60 520 | 0.02 100 | 0.18 458 | 0.10 382 | 0.07 115 | 0.16 257 |
|
| sAnonymous2 |  | 6.59 329 | 6.21 579 | 19.05 575 | 8.91 527 | 5.27 520 | 4.58 138 | 6.69 478 | 15.56 314 | 11.12 285 | 4.86 198 | 8.71 213 | 3.81 160 | 7.93 359 | 7.38 146 | 2.89 251 | 0.09 346 | 0.07 267 | 0.05 327 | 0.28 491 | 11.25 652 | 7.10 639 |
|
| CroCo_RVC |  | 6.59 329 | 6.21 579 | 19.05 575 | 8.91 527 | 5.27 520 | 4.58 138 | 6.69 478 | 15.56 314 | 11.12 285 | 4.86 198 | 8.71 213 | 3.81 160 | 7.93 359 | 7.38 146 | 2.89 251 | 0.09 346 | 0.07 267 | 0.05 327 | 0.28 491 | 11.25 652 | 7.10 639 |
|
| SST-Stereo |  | 6.60 332 | 1.46 272 | 8.37 337 | 6.68 448 | 0.77 144 | 6.01 277 | 1.93 262 | 14.68 295 | 9.24 260 | 19.09 479 | 20.43 377 | 16.86 426 | 8.59 373 | 13.49 430 | 3.80 308 | 0.22 414 | 0.05 199 | 0.13 432 | 0.00 1 | 0.08 132 | 0.05 109 |
|
| PSM-softLoss |  | 6.61 333 | 1.60 331 | 9.42 405 | 6.48 431 | 0.88 160 | 5.65 237 | 2.04 275 | 22.64 434 | 8.77 250 | 13.95 351 | 22.11 411 | 13.01 359 | 5.22 263 | 12.73 398 | 6.05 388 | 0.49 501 | 0.06 238 | 0.27 491 | 0.56 563 | 0.16 217 | 0.06 124 |
|
| KMStereo |  | 6.61 333 | 1.60 331 | 9.42 405 | 6.48 431 | 0.88 160 | 5.65 237 | 2.04 275 | 22.64 434 | 8.77 250 | 13.95 351 | 22.11 411 | 13.01 359 | 5.22 263 | 12.73 398 | 6.05 388 | 0.49 501 | 0.06 238 | 0.27 491 | 0.56 563 | 0.16 217 | 0.06 124 |
|
| ADStereo(finetuned) |  | 6.68 335 | 1.59 327 | 9.70 424 | 3.49 167 | 0.68 116 | 4.79 169 | 1.75 227 | 15.33 307 | 23.64 456 | 15.56 392 | 20.68 380 | 7.30 260 | 13.85 492 | 8.71 195 | 5.17 366 | 0.00 1 | 0.05 199 | 0.00 1 | 0.00 1 | 0.25 274 | 1.05 516 |
|
| PFNet+ |  | 6.68 335 | 1.40 254 | 9.60 411 | 5.64 357 | 0.85 156 | 5.79 255 | 1.74 224 | 13.63 272 | 15.30 346 | 17.88 449 | 21.38 397 | 14.52 390 | 6.07 296 | 12.74 400 | 4.89 357 | 0.63 529 | 0.20 454 | 0.11 416 | 0.30 502 | 0.05 83 | 0.91 503 |
|
| rvit_0105_4 |  | 6.69 337 | 2.81 498 | 15.46 535 | 10.22 570 | 1.58 255 | 5.99 272 | 5.81 436 | 13.77 281 | 23.65 457 | 7.16 244 | 9.46 226 | 12.64 351 | 7.78 356 | 12.03 352 | 3.83 311 | 0.19 395 | 0.47 557 | 0.00 1 | 0.01 197 | 0.60 454 | 0.37 391 |
|
| raft+_RVC |  | 6.69 337 | 1.61 336 | 5.57 198 | 6.37 424 | 4.62 481 | 6.51 303 | 6.18 455 | 20.39 408 | 23.38 452 | 10.62 288 | 17.82 333 | 9.89 304 | 5.65 281 | 10.70 272 | 3.67 300 | 0.00 1 | 0.14 410 | 0.00 1 | 0.00 1 | 0.34 352 | 0.27 349 |
|
| NF-Stereo |  | 6.72 339 | 1.59 327 | 8.93 367 | 6.60 443 | 0.73 141 | 6.27 291 | 3.38 353 | 20.21 407 | 18.01 390 | 13.22 340 | 19.46 361 | 11.82 335 | 6.16 301 | 12.39 378 | 4.74 348 | 0.33 456 | 0.06 238 | 0.20 469 | 0.23 459 | 0.08 132 | 0.05 109 |
|
| RE-Stereo |  | 6.73 340 | 1.58 324 | 8.94 369 | 6.59 440 | 0.71 127 | 6.27 291 | 3.51 358 | 20.20 401 | 17.99 388 | 13.21 337 | 19.46 361 | 11.94 339 | 6.20 303 | 12.34 375 | 4.79 352 | 0.34 460 | 0.05 199 | 0.20 469 | 0.23 459 | 0.09 143 | 0.05 109 |
|
| TVStereo |  | 6.73 340 | 1.58 324 | 8.94 369 | 6.59 440 | 0.71 127 | 6.27 291 | 3.51 358 | 20.20 401 | 17.99 388 | 13.21 337 | 19.46 361 | 11.94 339 | 6.20 303 | 12.34 375 | 4.79 352 | 0.34 460 | 0.05 199 | 0.20 469 | 0.23 459 | 0.09 143 | 0.05 109 |
|
| OCTAStereo |  | 6.74 342 | 1.59 327 | 8.96 374 | 6.60 443 | 0.72 136 | 6.25 288 | 3.50 356 | 20.20 401 | 18.03 391 | 13.21 337 | 19.45 359 | 12.07 347 | 6.16 301 | 12.36 377 | 4.78 349 | 0.35 463 | 0.06 238 | 0.20 469 | 0.23 459 | 0.09 143 | 0.05 109 |
|
| DIP-Stereo |  | 6.74 342 | 1.93 422 | 10.02 441 | 4.28 245 | 1.64 265 | 13.54 446 | 1.52 171 | 15.16 303 | 6.63 196 | 14.30 359 | 26.81 461 | 10.90 318 | 5.19 261 | 14.78 462 | 7.56 421 | 0.00 1 | 0.06 238 | 0.05 327 | 0.00 1 | 0.17 228 | 0.17 266 |
| 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 |  | 6.75 344 | 1.67 357 | 12.34 483 | 4.67 274 | 1.47 241 | 10.01 368 | 2.24 289 | 26.43 479 | 17.22 375 | 14.72 364 | 12.75 278 | 7.02 251 | 9.68 399 | 8.44 179 | 5.26 370 | 0.01 139 | 0.04 161 | 0.05 327 | 0.09 369 | 0.35 356 | 0.55 441 |
|
| TestStereo_HL3 |  | 6.76 345 | 1.13 167 | 9.61 412 | 3.71 194 | 1.99 309 | 10.46 375 | 6.01 449 | 13.68 273 | 8.31 243 | 12.97 332 | 33.03 554 | 12.44 349 | 8.03 364 | 11.04 292 | 2.39 217 | 0.11 359 | 0.05 199 | 0.01 244 | 0.01 197 | 0.09 143 | 0.06 124 |
|
| RAFT-345 |  | 6.79 346 | 1.29 217 | 6.80 259 | 5.06 303 | 0.91 167 | 5.61 234 | 3.32 352 | 13.36 267 | 10.17 274 | 13.73 347 | 43.66 631 | 9.12 292 | 5.38 268 | 12.29 373 | 4.44 338 | 0.32 454 | 0.05 199 | 0.09 384 | 0.06 337 | 0.06 90 | 0.03 49 |
|
| x |  | 6.80 347 | 1.36 242 | 6.94 266 | 4.58 270 | 1.88 297 | 10.78 387 | 4.55 399 | 19.79 396 | 10.62 278 | 12.69 324 | 19.54 364 | 14.87 396 | 10.11 407 | 9.52 229 | 8.03 442 | 0.07 340 | 0.15 417 | 0.04 316 | 0.04 289 | 0.24 269 | 0.22 314 |
|
| PAM_32 |  | 6.82 348 | 1.73 371 | 14.16 517 | 5.34 343 | 1.47 241 | 13.84 453 | 0.88 107 | 14.75 297 | 6.34 190 | 14.22 357 | 9.14 220 | 24.94 534 | 11.87 451 | 12.50 388 | 2.79 247 | 0.14 372 | 0.27 506 | 0.09 384 | 0.42 540 | 0.54 435 | 0.89 499 |
|
| fff |  | 6.83 349 | 1.55 307 | 7.28 281 | 3.56 175 | 0.32 27 | 4.73 155 | 1.70 206 | 15.75 318 | 31.87 539 | 15.11 376 | 20.25 372 | 6.90 247 | 12.80 471 | 8.63 189 | 5.33 373 | 0.01 139 | 0.04 161 | 0.00 1 | 0.00 1 | 0.09 143 | 0.63 456 |
|
| csc |  | 6.83 349 | 1.55 307 | 7.28 281 | 3.56 175 | 0.32 27 | 4.73 155 | 1.70 206 | 15.75 318 | 31.87 539 | 15.11 376 | 20.25 372 | 6.90 247 | 12.80 471 | 8.63 189 | 5.33 373 | 0.01 139 | 0.04 161 | 0.00 1 | 0.00 1 | 0.09 143 | 0.63 456 |
|
| cscssc |  | 6.83 349 | 1.55 307 | 7.28 281 | 3.56 175 | 0.32 27 | 4.73 155 | 1.70 206 | 15.75 318 | 31.87 539 | 15.11 376 | 20.25 372 | 6.90 247 | 12.80 471 | 8.63 189 | 5.33 373 | 0.01 139 | 0.04 161 | 0.00 1 | 0.00 1 | 0.09 143 | 0.63 456 |
|
| Hybrid-DGEV-03 |  | 6.90 352 | 1.58 324 | 5.75 209 | 6.11 409 | 1.20 206 | 11.62 405 | 2.60 316 | 13.70 276 | 14.15 330 | 16.58 419 | 29.44 493 | 14.00 383 | 5.86 288 | 10.87 286 | 3.69 301 | 0.00 1 | 0.07 267 | 0.13 432 | 0.00 1 | 0.35 356 | 0.28 354 |
|
| UGAM-zero |  | 6.91 353 | 1.47 274 | 13.65 508 | 4.24 236 | 1.67 268 | 5.51 221 | 0.72 91 | 17.44 347 | 6.74 198 | 14.56 360 | 15.84 311 | 24.16 522 | 14.20 501 | 12.79 401 | 3.96 319 | 0.00 1 | 0.22 472 | 0.02 274 | 0.58 565 | 0.14 198 | 0.27 349 |
|
| RAFT_R40 |  | 6.91 353 | 1.53 299 | 8.45 345 | 6.79 456 | 0.77 144 | 5.86 263 | 3.82 373 | 14.85 298 | 14.53 336 | 18.05 455 | 20.03 369 | 17.06 428 | 8.69 375 | 13.40 427 | 3.84 313 | 0.14 372 | 0.02 100 | 0.14 437 | 0.00 1 | 0.09 143 | 0.05 109 |
|
| SME |  | 6.92 355 | 2.49 484 | 5.22 159 | 5.77 372 | 1.73 274 | 21.26 561 | 4.16 385 | 17.28 346 | 15.47 351 | 11.84 298 | 16.16 318 | 7.82 269 | 10.32 411 | 11.72 339 | 5.18 367 | 0.80 553 | 0.00 1 | 0.05 327 | 0.07 348 | 0.87 503 | 0.22 314 |
|
| OMP-Stereo |  | 6.93 356 | 2.57 490 | 9.03 383 | 10.63 579 | 1.72 273 | 4.89 173 | 1.91 259 | 17.84 357 | 15.56 355 | 16.69 423 | 14.16 289 | 17.70 446 | 7.33 345 | 12.93 409 | 4.83 355 | 0.24 429 | 0.03 139 | 0.06 350 | 0.02 239 | 0.19 235 | 0.39 397 |
|
| PAM |  | 6.94 357 | 1.65 350 | 14.88 532 | 5.38 345 | 1.98 308 | 14.76 475 | 1.28 138 | 14.54 291 | 6.77 199 | 15.52 389 | 9.10 218 | 24.15 521 | 11.60 447 | 12.46 385 | 2.33 213 | 0.04 282 | 0.28 510 | 0.07 361 | 0.42 540 | 0.57 447 | 0.99 511 |
|
| qqq |  | 6.96 358 | 1.40 254 | 8.15 328 | 4.50 262 | 1.03 177 | 8.55 352 | 6.93 489 | 20.20 401 | 11.88 292 | 12.00 303 | 18.19 343 | 16.02 415 | 11.15 430 | 11.09 296 | 7.45 417 | 0.06 329 | 0.13 393 | 0.02 274 | 0.05 317 | 0.25 274 | 0.20 295 |
|
| AIO-test2 |  | 7.01 359 | 2.23 469 | 6.87 261 | 8.42 519 | 5.28 522 | 9.03 357 | 5.32 418 | 25.92 472 | 23.54 453 | 6.78 234 | 20.55 379 | 5.25 201 | 3.58 171 | 9.56 231 | 2.50 226 | 3.96 629 | 0.04 161 | 0.03 294 | 0.47 552 | 0.56 445 | 0.33 376 |
|
| MIM_Stereo |  | 7.02 360 | 1.55 307 | 10.78 458 | 4.17 227 | 0.58 95 | 5.25 206 | 1.32 145 | 19.03 383 | 12.59 305 | 16.74 425 | 28.83 483 | 13.20 367 | 5.53 273 | 12.89 406 | 7.11 409 | 0.00 1 | 0.23 480 | 0.00 1 | 0.01 197 | 0.38 371 | 0.28 354 |
|
| R-Stereo Train |  | 7.04 361 | 1.34 237 | 7.89 311 | 6.23 416 | 2.30 332 | 7.51 332 | 5.54 429 | 23.96 446 | 6.94 203 | 16.26 409 | 33.57 563 | 12.04 344 | 5.61 276 | 7.67 153 | 3.74 303 | 0.01 139 | 0.05 199 | 0.01 244 | 0.00 1 | 0.10 167 | 0.12 201 |
|
| RAFT-Stereo |   | 7.04 361 | 1.34 237 | 7.89 311 | 6.23 416 | 2.30 332 | 7.51 332 | 5.54 429 | 23.96 446 | 6.94 203 | 16.26 409 | 33.57 563 | 12.04 344 | 5.61 276 | 7.67 153 | 3.74 303 | 0.01 139 | 0.05 199 | 0.01 244 | 0.00 1 | 0.10 167 | 0.12 201 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| ACRE |  | 7.07 363 | 2.38 476 | 13.26 497 | 7.36 481 | 4.86 487 | 10.28 371 | 4.40 392 | 15.51 312 | 13.69 324 | 17.22 435 | 19.23 356 | 8.00 275 | 4.20 193 | 10.64 269 | 8.50 455 | 0.33 456 | 0.32 521 | 0.03 294 | 0.14 406 | 0.37 365 | 0.77 484 |
|
| MyStereo8 |  | 7.13 364 | 2.48 482 | 10.86 461 | 6.81 458 | 4.98 496 | 10.73 384 | 1.42 155 | 14.58 293 | 9.73 265 | 15.75 394 | 23.16 420 | 12.17 348 | 7.96 362 | 9.85 242 | 10.21 484 | 0.04 282 | 0.19 448 | 0.08 372 | 0.21 447 | 0.58 451 | 0.82 488 |
|
| IPLGR |  | 7.14 365 | 1.31 225 | 13.14 495 | 4.24 236 | 1.15 201 | 9.78 366 | 0.98 117 | 23.98 448 | 21.70 434 | 16.22 407 | 18.43 344 | 8.45 282 | 7.66 350 | 9.26 223 | 5.45 378 | 0.21 408 | 0.05 199 | 0.04 316 | 0.06 337 | 0.32 338 | 0.38 394 |
|
| CIPLG |  | 7.15 366 | 2.44 479 | 12.82 490 | 7.38 482 | 4.93 491 | 10.51 378 | 4.56 400 | 15.17 304 | 13.25 317 | 17.45 440 | 19.75 365 | 8.42 281 | 4.60 224 | 11.41 318 | 8.31 449 | 0.33 456 | 0.32 521 | 0.03 294 | 0.14 406 | 0.37 365 | 0.72 476 |
|
| AIO-Stereo-zeroshot |   | 7.16 367 | 3.12 515 | 14.04 515 | 4.74 277 | 6.89 585 | 6.58 307 | 0.68 84 | 21.97 430 | 9.36 263 | 10.84 289 | 17.38 327 | 17.36 442 | 9.24 388 | 12.45 384 | 4.44 338 | 0.04 282 | 0.24 491 | 0.10 403 | 1.00 594 | 1.36 537 | 1.43 540 |
|
| IPLGR_C |  | 7.16 367 | 2.48 482 | 12.98 493 | 7.52 491 | 4.91 490 | 10.56 379 | 4.59 402 | 15.63 317 | 14.12 329 | 17.42 438 | 18.87 352 | 8.00 275 | 4.59 223 | 10.76 276 | 8.81 459 | 0.32 454 | 0.32 521 | 0.03 294 | 0.13 400 | 0.36 358 | 0.76 481 |
|
| IPLG |  | 7.20 369 | 1.43 263 | 12.55 487 | 5.17 320 | 4.32 461 | 11.11 399 | 1.48 159 | 21.79 423 | 15.10 342 | 19.16 480 | 20.23 371 | 5.26 202 | 5.61 276 | 11.68 336 | 8.14 445 | 0.05 308 | 0.06 238 | 0.03 294 | 0.07 348 | 0.33 346 | 0.50 431 |
|
| StereoVision |  | 7.21 370 | 2.17 462 | 9.29 397 | 9.43 541 | 3.91 430 | 5.09 197 | 1.91 259 | 20.04 399 | 17.37 380 | 8.57 261 | 29.59 496 | 11.08 322 | 6.76 333 | 12.44 380 | 4.71 346 | 0.54 511 | 0.05 199 | 0.16 451 | 0.03 264 | 0.82 497 | 0.30 362 |
|
| 111 |  | 7.26 371 | 1.65 350 | 7.28 281 | 3.56 175 | 0.32 27 | 10.76 385 | 3.53 361 | 20.55 410 | 27.51 503 | 10.07 278 | 16.62 322 | 14.30 385 | 9.53 397 | 12.02 351 | 5.87 386 | 0.14 372 | 0.01 42 | 0.00 1 | 0.00 1 | 0.31 328 | 1.14 525 |
|
| HHNet |  | 7.39 372 | 1.75 383 | 7.24 279 | 3.26 140 | 3.18 390 | 5.04 192 | 6.40 465 | 19.04 384 | 15.70 357 | 20.71 510 | 32.13 541 | 10.69 316 | 5.91 289 | 10.45 262 | 4.60 344 | 0.40 481 | 0.07 267 | 0.21 474 | 0.13 400 | 0.54 435 | 0.41 404 |
|
| ASMatch |  | 7.40 373 | 1.42 259 | 8.49 349 | 5.09 307 | 2.00 311 | 4.74 160 | 2.62 318 | 16.54 335 | 13.17 314 | 17.08 430 | 34.75 571 | 13.13 366 | 10.33 413 | 12.04 355 | 4.82 354 | 0.05 308 | 0.24 491 | 0.21 474 | 0.17 423 | 0.16 217 | 0.97 507 |
|
| IIG-Stereo |  | 7.41 374 | 2.13 460 | 8.55 351 | 10.02 564 | 1.76 279 | 6.82 316 | 1.53 173 | 17.17 344 | 15.84 361 | 18.74 474 | 20.30 376 | 18.01 453 | 8.39 371 | 12.89 406 | 5.22 368 | 0.27 442 | 0.03 139 | 0.03 294 | 0.00 1 | 0.16 217 | 0.30 362 |
|
| RAFT+CT+SA |  | 7.44 375 | 1.46 272 | 6.46 242 | 10.73 582 | 3.34 399 | 4.70 152 | 7.45 503 | 16.45 332 | 25.89 485 | 10.18 281 | 27.15 466 | 7.27 259 | 8.00 363 | 15.11 465 | 3.19 278 | 0.02 223 | 0.00 1 | 0.18 458 | 0.46 551 | 0.30 316 | 0.47 422 |
|
| LCNet |  | 7.52 376 | 1.23 196 | 5.35 170 | 6.42 429 | 1.29 216 | 9.27 363 | 5.64 432 | 17.85 359 | 10.63 279 | 16.54 418 | 24.54 433 | 14.85 395 | 11.29 434 | 11.74 341 | 3.88 314 | 0.02 223 | 0.02 100 | 0.22 478 | 2.04 620 | 0.90 509 | 6.76 632 |
|
| rvit_0105_5 |  | 7.60 377 | 3.13 516 | 16.37 549 | 9.97 563 | 1.59 257 | 7.41 330 | 6.27 457 | 17.78 356 | 25.62 482 | 10.30 282 | 10.39 244 | 14.79 394 | 8.95 383 | 12.51 389 | 4.87 356 | 0.17 388 | 0.42 541 | 0.00 1 | 0.11 392 | 0.62 459 | 0.71 474 |
|
| IGEV-BASED-STEREO- |  | 7.61 378 | 27.25 668 | 41.87 644 | 2.73 85 | 0.41 54 | 4.25 113 | 1.50 164 | 6.63 85 | 3.87 120 | 4.31 176 | 3.78 94 | 2.48 123 | 1.39 76 | 5.67 95 | 1.56 139 | 25.09 678 | 0.05 199 | 0.01 244 | 0.08 355 | 4.67 610 | 14.58 668 |
|
| TestStereo1 |  | 7.62 379 | 1.62 342 | 7.60 295 | 10.47 575 | 1.86 292 | 4.76 163 | 2.48 308 | 19.73 394 | 22.33 441 | 16.79 426 | 26.02 449 | 9.33 294 | 9.30 389 | 15.92 489 | 3.37 285 | 0.01 139 | 0.02 100 | 0.02 274 | 0.05 317 | 0.55 439 | 0.28 354 |
|
| SA-5K |  | 7.62 379 | 1.62 342 | 7.60 295 | 10.47 575 | 1.86 292 | 4.76 163 | 2.48 308 | 19.73 394 | 22.33 441 | 16.79 426 | 26.02 449 | 9.33 294 | 9.30 389 | 15.92 489 | 3.37 285 | 0.01 139 | 0.02 100 | 0.02 274 | 0.05 317 | 0.55 439 | 0.28 354 |
|
| Select-FE |  | 7.63 381 | 3.47 524 | 20.76 590 | 6.30 420 | 3.70 417 | 4.03 101 | 0.92 111 | 18.82 379 | 5.95 180 | 12.56 321 | 23.32 421 | 19.63 478 | 12.90 474 | 13.98 444 | 3.39 287 | 0.09 346 | 0.51 568 | 0.05 327 | 0.70 573 | 0.29 307 | 1.21 532 |
|
| FACV-RUCA |  | 7.66 382 | 1.94 423 | 9.40 404 | 7.72 500 | 6.03 558 | 12.99 435 | 3.10 341 | 19.47 391 | 18.51 396 | 12.27 305 | 18.43 344 | 8.28 279 | 10.16 408 | 11.38 316 | 5.62 380 | 0.36 465 | 0.62 581 | 4.36 631 | 0.30 502 | 1.72 551 | 0.55 441 |
|
| test_sample1 |  | 7.66 382 | 1.26 208 | 8.87 365 | 5.04 300 | 2.61 353 | 14.61 472 | 4.58 401 | 20.08 400 | 9.81 269 | 13.83 349 | 21.62 401 | 18.21 459 | 12.26 458 | 11.71 337 | 8.01 440 | 0.11 359 | 0.11 364 | 0.02 274 | 0.02 239 | 0.20 239 | 0.17 266 |
|
| mmm |  | 7.72 384 | 1.50 290 | 8.56 352 | 5.29 337 | 1.89 298 | 14.14 459 | 5.70 434 | 18.42 370 | 11.02 282 | 16.04 402 | 23.78 424 | 17.00 427 | 10.03 406 | 12.03 352 | 7.54 420 | 0.12 365 | 0.07 267 | 0.50 530 | 0.20 443 | 0.31 328 | 0.18 276 |
|
| RAFT-RH_RVC |  | 7.73 385 | 1.25 205 | 6.99 268 | 4.83 284 | 0.90 165 | 11.76 407 | 1.53 173 | 13.00 256 | 14.43 335 | 17.51 442 | 46.41 644 | 11.02 321 | 6.30 311 | 12.68 394 | 4.93 359 | 0.51 507 | 0.04 161 | 0.12 420 | 0.13 400 | 0.09 143 | 0.09 162 |
|
| AIO-Stereo-zeroshot1 |   | 7.76 386 | 3.78 533 | 19.59 578 | 5.04 300 | 10.79 637 | 5.87 265 | 1.85 250 | 19.52 392 | 7.33 221 | 14.18 354 | 21.16 393 | 16.50 421 | 5.97 294 | 13.73 439 | 3.79 307 | 0.04 282 | 0.17 433 | 0.04 316 | 1.30 607 | 2.45 569 | 2.15 572 |
|
| TransformOpticalFlow |  | 7.76 386 | 1.90 412 | 9.31 400 | 5.50 352 | 1.18 204 | 6.97 320 | 8.27 511 | 17.86 361 | 13.21 315 | 14.58 361 | 29.13 485 | 19.01 466 | 10.85 420 | 12.51 389 | 3.69 301 | 0.01 139 | 0.04 161 | 0.20 469 | 0.04 289 | 0.17 228 | 0.84 491 |
|
| HITNet |  | 7.83 388 | 2.93 506 | 8.39 338 | 4.76 281 | 1.48 244 | 12.75 430 | 4.64 403 | 20.97 412 | 14.37 334 | 15.14 380 | 22.15 413 | 14.57 391 | 10.62 415 | 14.38 453 | 8.14 445 | 0.04 282 | 0.01 42 | 0.48 527 | 0.02 239 | 0.57 447 | 0.10 174 |
| Vladimir Tankovich, Christian Häne, Yinda Zhang, Adarsh Kowdle, Sean Fanello, Sofien Bouaziz: HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching. CVPR 2021 |
| test_sample2 |  | 7.86 389 | 1.27 210 | 7.98 317 | 5.00 299 | 2.29 331 | 13.33 441 | 6.88 486 | 20.42 409 | 15.24 344 | 13.95 351 | 21.58 399 | 18.96 465 | 12.12 456 | 12.07 362 | 5.36 376 | 0.12 365 | 0.10 343 | 0.07 361 | 0.03 264 | 0.28 299 | 0.19 290 |
|
| PFNet |  | 7.91 390 | 1.44 269 | 11.60 472 | 7.03 465 | 2.42 340 | 7.60 338 | 6.03 450 | 23.36 443 | 17.24 377 | 20.29 502 | 17.67 330 | 15.44 406 | 7.71 353 | 13.02 417 | 5.71 383 | 0.24 429 | 0.20 454 | 0.12 420 | 0.19 438 | 0.31 328 | 0.61 454 |
|
| SA |  | 7.93 391 | 1.54 304 | 9.13 391 | 7.98 507 | 0.64 109 | 5.85 260 | 2.29 293 | 22.27 431 | 24.54 475 | 13.17 336 | 31.07 521 | 8.87 287 | 10.32 411 | 16.49 506 | 3.12 272 | 0.04 282 | 0.12 377 | 0.17 453 | 0.30 502 | 0.45 393 | 0.17 266 |
|
| AAGNet |  | 7.94 392 | 1.48 279 | 9.34 402 | 7.13 474 | 0.70 122 | 5.85 260 | 5.16 414 | 15.40 310 | 14.01 326 | 20.13 499 | 24.03 429 | 15.28 404 | 11.52 441 | 12.05 356 | 15.47 537 | 0.63 529 | 0.06 238 | 0.32 509 | 0.01 197 | 0.12 184 | 0.09 162 |
|
| FENet |  | 7.94 392 | 1.01 128 | 6.72 249 | 5.87 381 | 2.07 315 | 11.11 399 | 2.03 274 | 21.39 417 | 20.81 418 | 17.14 433 | 22.65 415 | 14.43 387 | 11.54 444 | 12.97 412 | 7.89 435 | 0.15 381 | 0.24 491 | 0.03 294 | 0.02 239 | 0.14 198 | 0.62 455 |
|
| dd |  | 7.96 394 | 4.08 541 | 11.49 471 | 6.53 436 | 0.93 171 | 8.28 349 | 4.03 379 | 16.53 334 | 33.82 558 | 15.17 382 | 16.50 321 | 6.79 244 | 5.96 293 | 14.30 450 | 9.90 475 | 1.13 581 | 0.42 541 | 0.17 453 | 0.44 547 | 2.01 562 | 0.79 485 |
|
| raft_robust |  | 7.97 395 | 2.26 471 | 6.75 253 | 5.83 377 | 0.72 136 | 5.57 230 | 0.84 102 | 33.59 579 | 34.21 564 | 18.17 457 | 19.88 368 | 6.50 237 | 5.62 279 | 15.33 468 | 2.83 250 | 0.03 261 | 0.23 480 | 0.00 1 | 0.37 527 | 0.32 338 | 0.39 397 |
|
| STrans-v2 |  | 7.98 396 | 1.84 406 | 9.42 405 | 4.84 287 | 1.48 244 | 12.23 419 | 10.05 545 | 19.06 387 | 12.32 301 | 13.63 346 | 26.06 453 | 18.13 458 | 12.35 461 | 12.99 414 | 3.99 322 | 0.01 139 | 0.01 42 | 0.18 458 | 0.01 197 | 0.22 247 | 0.83 489 |
|
| Prome-Stereo |  | 8.10 397 | 1.28 213 | 5.48 184 | 6.50 433 | 1.51 248 | 6.70 310 | 9.42 531 | 21.08 414 | 9.13 259 | 20.88 511 | 32.84 550 | 11.95 341 | 11.86 450 | 11.75 342 | 3.97 321 | 0.01 139 | 0.02 100 | 0.18 458 | 0.12 395 | 0.41 382 | 7.01 637 |
|
| IGEV_i1 |  | 8.11 398 | 1.53 299 | 9.99 436 | 5.80 373 | 1.15 201 | 16.03 499 | 7.19 498 | 19.82 397 | 15.30 346 | 16.39 413 | 17.38 327 | 17.95 452 | 8.38 370 | 14.44 454 | 7.44 415 | 0.25 435 | 0.19 448 | 1.08 580 | 1.12 601 | 0.26 285 | 0.54 439 |
|
| ffm |  | 8.12 399 | 1.43 263 | 9.67 419 | 5.70 364 | 3.44 402 | 11.96 413 | 6.35 459 | 18.45 371 | 16.31 365 | 15.83 397 | 31.44 529 | 17.22 437 | 10.87 422 | 10.82 282 | 1.61 144 | 0.00 1 | 0.05 199 | 0.80 558 | 0.08 355 | 0.26 285 | 0.14 228 |
|
| CASS |  | 8.15 400 | 1.67 357 | 7.68 301 | 8.25 516 | 1.52 249 | 14.39 464 | 2.72 322 | 22.65 436 | 17.23 376 | 15.42 387 | 22.68 416 | 13.47 376 | 11.87 451 | 12.44 380 | 6.07 391 | 0.96 570 | 0.05 199 | 0.12 420 | 0.01 197 | 0.71 478 | 3.14 595 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| Hybrid-DGEV-2 |  | 8.17 401 | 2.51 487 | 8.34 334 | 8.55 522 | 1.17 203 | 11.10 398 | 1.08 124 | 30.90 541 | 27.91 504 | 12.92 329 | 15.67 307 | 11.91 338 | 14.50 511 | 11.71 337 | 4.55 341 | 0.05 308 | 0.08 303 | 0.00 1 | 0.05 317 | 0.28 299 | 0.13 217 |
|
| DN-CSS_ROB |  | 8.17 401 | 2.59 492 | 14.14 516 | 6.11 409 | 3.22 393 | 6.31 294 | 3.53 361 | 22.92 440 | 20.59 416 | 16.66 421 | 30.05 504 | 9.31 293 | 7.95 361 | 13.49 430 | 4.78 349 | 0.72 537 | 0.00 1 | 0.45 524 | 0.00 1 | 0.54 435 | 0.09 162 |
|
| RAFT_CTSACE |  | 8.24 403 | 1.97 427 | 8.39 338 | 6.89 462 | 5.11 507 | 5.86 263 | 2.63 319 | 14.62 294 | 16.88 371 | 23.52 549 | 34.77 572 | 16.02 415 | 7.37 346 | 17.91 523 | 2.23 209 | 0.00 1 | 0.12 377 | 0.00 1 | 0.03 264 | 0.39 374 | 0.05 109 |
|
| fast-iter |  | 8.30 404 | 2.00 432 | 6.75 253 | 4.58 270 | 5.15 512 | 4.16 105 | 0.50 70 | 17.99 364 | 9.24 260 | 25.03 563 | 28.22 476 | 20.23 481 | 12.47 464 | 17.93 524 | 11.49 501 | 0.00 1 | 0.10 343 | 0.00 1 | 0.05 317 | 0.08 132 | 0.05 109 |
|
| CoSv |  | 8.30 404 | 2.00 432 | 6.75 253 | 4.58 270 | 5.15 512 | 4.16 105 | 0.50 70 | 17.99 364 | 9.24 260 | 25.03 563 | 28.22 476 | 20.23 481 | 12.47 464 | 17.93 524 | 11.49 501 | 0.00 1 | 0.10 343 | 0.00 1 | 0.05 317 | 0.08 132 | 0.05 109 |
|
| GMM-Stereo |  | 8.34 406 | 1.09 156 | 6.42 239 | 6.14 412 | 2.52 346 | 10.30 373 | 9.64 536 | 23.44 444 | 10.64 280 | 17.84 447 | 29.89 500 | 17.37 443 | 7.75 355 | 11.55 324 | 4.36 334 | 0.05 308 | 0.01 42 | 0.23 482 | 0.90 583 | 0.46 398 | 6.26 626 |
|
| GANet-ADL |  | 8.36 407 | 2.31 474 | 8.44 344 | 7.39 484 | 2.65 359 | 12.58 426 | 5.24 416 | 29.55 523 | 25.24 478 | 14.19 356 | 16.70 324 | 17.07 433 | 6.91 337 | 10.65 270 | 6.26 394 | 0.38 469 | 0.39 533 | 0.10 403 | 0.12 395 | 0.75 490 | 0.28 354 |
|
| Sa-1000 |  | 8.38 408 | 1.50 290 | 8.13 326 | 7.56 493 | 0.89 162 | 14.39 464 | 2.47 307 | 24.31 454 | 23.74 461 | 15.18 383 | 28.35 479 | 11.42 329 | 8.85 380 | 16.20 501 | 3.28 283 | 0.17 388 | 0.23 480 | 0.15 444 | 0.23 459 | 0.46 398 | 0.19 290 |
|
| GwcNet-ADL |  | 8.48 409 | 1.70 367 | 9.38 403 | 7.10 471 | 2.78 369 | 6.74 314 | 6.57 475 | 30.15 528 | 26.01 489 | 15.15 381 | 17.77 332 | 13.93 381 | 6.96 338 | 12.96 411 | 9.91 476 | 0.48 500 | 0.72 588 | 0.01 244 | 0.01 197 | 0.51 426 | 0.84 491 |
|
| ARAFT |  | 8.50 410 | 3.19 517 | 16.58 551 | 5.52 353 | 0.91 167 | 12.13 418 | 11.20 568 | 17.19 345 | 18.28 395 | 18.40 468 | 16.33 320 | 17.10 434 | 8.58 372 | 18.56 530 | 5.00 360 | 0.11 359 | 0.04 161 | 0.00 1 | 0.00 1 | 0.55 439 | 0.25 339 |
|
| test_5 |  | 8.51 411 | 1.50 290 | 8.19 333 | 11.06 591 | 5.00 499 | 6.91 317 | 5.67 433 | 17.50 349 | 22.09 438 | 16.07 403 | 29.63 497 | 15.28 404 | 10.78 419 | 15.94 491 | 3.65 298 | 0.00 1 | 0.00 1 | 0.26 489 | 0.08 355 | 0.31 328 | 0.35 386 |
|
| RAFT |  | 8.51 411 | 2.16 461 | 8.93 367 | 8.14 511 | 0.81 152 | 12.63 427 | 8.49 518 | 16.34 330 | 15.56 355 | 22.31 532 | 18.99 354 | 19.29 473 | 11.39 439 | 17.57 519 | 6.05 388 | 0.01 139 | 0.19 448 | 0.27 491 | 0.02 239 | 0.64 466 | 0.45 419 |
|
| GES |  | 8.51 411 | 1.98 429 | 11.82 475 | 6.39 426 | 1.77 281 | 12.36 423 | 6.22 456 | 21.55 419 | 21.34 428 | 19.02 478 | 26.02 449 | 8.79 285 | 9.34 392 | 13.94 443 | 7.24 411 | 0.38 469 | 0.10 343 | 0.30 507 | 0.14 406 | 0.69 473 | 0.73 477 |
|
| DMCA |  | 8.51 411 | 1.90 412 | 9.96 433 | 5.16 319 | 4.14 446 | 10.29 372 | 4.46 396 | 25.52 464 | 19.55 404 | 16.33 411 | 20.69 381 | 17.59 444 | 11.26 433 | 10.42 261 | 11.36 500 | 0.50 504 | 0.08 303 | 0.35 513 | 0.05 317 | 0.36 358 | 0.31 370 |
|
| PSM-AAD |  | 8.62 415 | 1.22 191 | 5.69 206 | 6.31 422 | 1.12 192 | 12.74 429 | 10.01 544 | 19.29 389 | 15.25 345 | 21.54 526 | 25.11 438 | 14.24 384 | 13.47 482 | 12.15 367 | 3.93 318 | 0.01 139 | 0.06 238 | 2.48 616 | 0.16 418 | 0.38 371 | 7.28 642 |
|
| FTStereo |  | 8.67 416 | 1.13 167 | 6.04 225 | 6.04 402 | 2.39 339 | 7.86 341 | 12.05 582 | 17.72 354 | 8.33 244 | 20.16 500 | 41.41 615 | 16.10 419 | 12.64 469 | 10.80 280 | 4.37 335 | 0.18 391 | 0.01 42 | 0.09 384 | 0.16 418 | 0.15 206 | 5.71 620 |
|
| iRaft-Stereo_5w |  | 8.70 417 | 1.81 404 | 9.33 401 | 5.83 377 | 3.78 421 | 4.87 172 | 11.12 567 | 15.86 325 | 14.80 339 | 15.23 384 | 26.36 455 | 21.49 492 | 12.91 475 | 15.94 491 | 12.73 509 | 0.58 515 | 0.05 199 | 0.08 372 | 0.09 369 | 0.85 500 | 0.33 376 |
|
| test_sample3 |  | 8.76 418 | 1.62 342 | 9.99 436 | 5.21 331 | 2.61 353 | 17.43 529 | 5.37 419 | 26.91 486 | 19.77 407 | 17.13 432 | 20.82 387 | 16.55 423 | 9.70 400 | 12.52 391 | 8.59 456 | 0.21 408 | 0.07 267 | 0.05 327 | 0.04 289 | 0.39 374 | 0.30 362 |
|
| IRAFT_RVC |  | 8.76 418 | 1.47 274 | 9.55 410 | 7.31 478 | 1.77 281 | 6.49 302 | 10.43 555 | 25.94 473 | 27.33 499 | 17.50 441 | 19.85 367 | 17.93 451 | 10.21 409 | 12.88 405 | 5.44 377 | 0.17 388 | 0.30 514 | 0.19 466 | 0.05 317 | 0.22 247 | 0.12 201 |
|
| HCRNet |  | 8.80 420 | 1.43 263 | 7.74 306 | 14.41 627 | 5.25 516 | 10.85 390 | 2.56 315 | 26.07 475 | 18.04 392 | 15.48 388 | 25.03 436 | 18.63 463 | 9.93 404 | 13.01 415 | 6.76 402 | 0.04 282 | 0.04 161 | 0.10 403 | 0.01 197 | 0.18 231 | 0.38 394 |
|
| DEmStereo |  | 8.85 421 | 1.36 242 | 9.99 436 | 4.24 236 | 1.05 183 | 11.49 403 | 5.91 438 | 13.76 280 | 26.68 495 | 22.03 530 | 32.92 552 | 11.86 337 | 15.27 527 | 11.48 319 | 8.08 444 | 0.16 384 | 0.15 417 | 0.02 274 | 0.09 369 | 0.09 143 | 0.44 414 |
|
| SFCPSM |  | 8.85 421 | 1.40 254 | 11.34 467 | 5.23 335 | 3.47 407 | 16.55 520 | 7.18 497 | 30.71 539 | 25.24 478 | 16.45 414 | 19.45 359 | 11.10 324 | 9.61 398 | 11.88 346 | 5.52 379 | 0.22 414 | 0.17 433 | 0.36 516 | 0.22 450 | 0.29 307 | 0.58 449 |
|
| Selective-IGEV-i1 |  | 8.86 423 | 1.33 232 | 10.58 451 | 5.92 388 | 2.99 383 | 13.65 448 | 10.07 546 | 24.12 452 | 28.99 512 | 14.85 368 | 19.75 365 | 18.80 464 | 6.10 298 | 11.22 310 | 5.69 382 | 0.10 352 | 0.29 511 | 0.92 571 | 1.10 598 | 0.26 285 | 0.51 432 |
|
| GrayStereo |  | 8.86 423 | 1.17 180 | 6.94 266 | 8.09 509 | 2.82 370 | 10.58 382 | 11.40 573 | 17.93 362 | 15.74 358 | 22.43 535 | 30.95 518 | 17.80 448 | 12.44 463 | 11.19 307 | 4.57 342 | 0.02 223 | 0.02 100 | 0.18 458 | 0.79 579 | 0.31 328 | 1.90 560 |
|
| anonymousa |  | 9.03 425 | 1.62 342 | 8.03 323 | 4.19 232 | 5.53 535 | 15.37 485 | 3.81 372 | 18.55 374 | 21.20 426 | 18.28 460 | 30.99 519 | 20.79 484 | 13.42 480 | 10.58 264 | 7.57 422 | 0.00 1 | 0.05 199 | 0.29 503 | 0.18 425 | 0.10 167 | 0.11 191 |
|
| KYRaft |  | 9.04 426 | 1.11 161 | 7.02 270 | 6.50 433 | 0.97 175 | 8.27 348 | 8.19 510 | 22.86 439 | 8.20 239 | 21.30 523 | 31.38 526 | 22.64 504 | 8.20 368 | 11.99 350 | 2.96 256 | 0.02 223 | 0.02 100 | 0.05 327 | 0.68 572 | 0.40 379 | 18.09 676 |
|
| DFGA-Net |  | 9.06 427 | 3.56 526 | 17.96 567 | 5.71 368 | 3.89 426 | 10.76 385 | 3.08 340 | 25.17 461 | 29.50 513 | 16.21 406 | 18.47 347 | 9.49 297 | 6.31 312 | 15.80 482 | 12.54 506 | 0.05 308 | 0.00 1 | 0.06 350 | 0.09 369 | 1.76 552 | 0.83 489 |
|
| rvit_stereo_0075_2 |  | 9.10 428 | 3.87 538 | 19.26 577 | 11.81 604 | 8.82 623 | 5.75 253 | 4.40 392 | 22.77 437 | 17.68 386 | 11.90 300 | 28.34 478 | 16.05 418 | 6.35 314 | 14.30 450 | 7.67 430 | 0.52 509 | 0.34 529 | 0.51 531 | 0.08 355 | 0.38 371 | 1.14 525 |
|
| test_sample4 |  | 9.10 428 | 1.65 350 | 9.91 431 | 5.19 328 | 2.57 351 | 16.59 521 | 5.38 421 | 27.37 491 | 19.80 409 | 17.80 446 | 27.52 469 | 15.01 397 | 11.21 432 | 12.69 397 | 8.15 447 | 0.21 408 | 0.07 267 | 0.06 350 | 0.03 264 | 0.43 388 | 0.30 362 |
|
| BUS |  | 9.20 430 | 1.48 279 | 7.93 313 | 6.74 453 | 3.96 431 | 17.62 535 | 2.79 326 | 33.06 574 | 21.58 431 | 17.99 452 | 21.34 394 | 14.49 388 | 9.40 394 | 14.18 446 | 10.57 488 | 0.19 395 | 0.13 393 | 0.14 437 | 0.04 289 | 0.30 316 | 0.09 162 |
|
| rvit_0105_3 |  | 9.23 431 | 3.67 529 | 17.68 563 | 11.75 602 | 1.89 298 | 9.37 365 | 8.48 517 | 18.68 375 | 30.64 529 | 15.02 373 | 14.72 296 | 17.87 450 | 9.94 405 | 15.66 478 | 6.54 397 | 0.36 465 | 0.43 546 | 0.01 244 | 0.41 537 | 0.50 422 | 1.01 514 |
|
| MyStereo04 |  | 9.24 432 | 1.92 419 | 8.78 363 | 6.09 405 | 4.31 458 | 6.54 304 | 9.96 542 | 32.24 565 | 41.99 612 | 14.26 358 | 11.98 272 | 12.00 343 | 12.01 454 | 13.93 441 | 7.53 419 | 0.06 329 | 0.10 343 | 0.03 294 | 0.04 289 | 0.63 462 | 0.30 362 |
|
| CoDeX |  | 9.24 432 | 1.77 395 | 9.54 409 | 6.08 404 | 3.79 423 | 16.45 517 | 6.76 483 | 26.15 476 | 25.03 476 | 17.18 434 | 25.12 439 | 14.69 393 | 11.68 448 | 12.22 369 | 6.71 401 | 0.30 450 | 0.20 454 | 0.15 444 | 0.02 239 | 0.23 262 | 0.68 467 |
|
| CrosDoStereo |  | 9.24 432 | 1.29 217 | 8.16 330 | 4.56 268 | 1.04 180 | 7.52 334 | 15.00 610 | 15.85 323 | 24.31 468 | 24.27 552 | 33.44 560 | 13.37 371 | 13.82 490 | 12.23 370 | 8.86 462 | 0.01 139 | 0.11 364 | 0.09 384 | 0.04 289 | 0.36 358 | 0.53 436 |
|
| DeepStereo_LL |  | 9.24 432 | 1.29 217 | 8.16 330 | 4.56 268 | 1.04 180 | 7.52 334 | 15.00 610 | 15.85 323 | 24.31 468 | 24.27 552 | 33.44 560 | 13.37 371 | 13.82 490 | 12.23 370 | 8.86 462 | 0.01 139 | 0.11 364 | 0.09 384 | 0.04 289 | 0.36 358 | 0.53 436 |
|
| DRaft |  | 9.27 436 | 1.23 196 | 9.08 386 | 3.62 186 | 0.78 146 | 13.27 440 | 5.89 437 | 16.97 340 | 29.57 515 | 21.15 521 | 38.46 598 | 10.09 308 | 13.98 496 | 11.58 327 | 7.91 436 | 0.43 488 | 0.30 514 | 0.06 350 | 0.26 481 | 0.26 285 | 0.45 419 |
|
| MyStereo05 |  | 9.29 437 | 1.76 389 | 8.95 371 | 6.19 414 | 4.40 466 | 7.09 322 | 9.95 540 | 31.21 545 | 40.82 604 | 17.31 436 | 12.93 283 | 10.33 311 | 12.52 467 | 13.93 441 | 7.05 408 | 0.06 329 | 0.10 343 | 0.02 274 | 0.04 289 | 0.73 484 | 0.29 359 |
|
| MLCV |  | 9.32 438 | 2.22 467 | 12.55 487 | 5.22 333 | 1.32 223 | 13.79 451 | 1.35 150 | 21.14 416 | 23.65 457 | 21.91 529 | 31.37 525 | 17.14 435 | 7.57 349 | 16.00 495 | 10.18 482 | 0.22 414 | 0.01 42 | 0.03 294 | 0.02 239 | 0.40 379 | 0.29 359 |
|
| DispNO |  | 9.33 439 | 1.78 398 | 15.84 541 | 5.73 370 | 5.74 548 | 12.24 420 | 4.81 411 | 25.06 459 | 21.10 423 | 16.70 424 | 20.86 388 | 17.78 447 | 11.76 449 | 16.74 510 | 8.85 461 | 0.22 414 | 0.15 417 | 0.03 294 | 0.12 395 | 0.41 382 | 0.64 462 |
|
| test_sample5 |  | 9.36 440 | 1.61 336 | 9.63 415 | 5.30 338 | 2.52 346 | 15.42 488 | 6.00 445 | 27.25 489 | 19.96 410 | 18.36 466 | 31.81 535 | 15.99 413 | 11.29 434 | 13.21 420 | 7.66 428 | 0.23 423 | 0.08 303 | 0.07 361 | 0.04 289 | 0.48 408 | 0.34 380 |
|
| BEATNet_4x |  | 9.37 441 | 4.85 554 | 12.05 482 | 5.48 351 | 1.35 234 | 13.15 438 | 6.15 454 | 25.06 459 | 16.74 370 | 16.18 405 | 24.65 434 | 17.29 441 | 12.51 466 | 16.91 513 | 10.92 493 | 0.38 469 | 0.18 441 | 0.81 563 | 0.05 317 | 1.95 558 | 0.65 464 |
|
| THIR-Stereo |  | 9.38 442 | 1.78 398 | 8.50 350 | 4.74 277 | 0.71 127 | 15.92 498 | 11.93 580 | 16.39 331 | 21.56 430 | 24.27 552 | 32.07 539 | 14.40 386 | 14.14 500 | 11.49 320 | 8.39 452 | 0.05 308 | 0.25 499 | 0.10 403 | 0.05 317 | 0.33 346 | 0.58 449 |
|
| ff1 |  | 9.41 443 | 1.43 263 | 9.67 419 | 5.70 364 | 3.44 402 | 11.96 413 | 6.35 459 | 18.45 371 | 16.31 365 | 15.83 397 | 31.44 529 | 17.22 437 | 10.87 422 | 16.19 498 | 21.98 583 | 0.00 1 | 0.05 199 | 0.80 558 | 0.08 355 | 0.26 285 | 0.14 228 |
|
| G2L-ROB |  | 9.43 444 | 1.49 285 | 8.01 321 | 5.66 361 | 4.08 441 | 11.74 406 | 7.70 507 | 29.33 518 | 18.14 393 | 19.72 490 | 21.64 402 | 22.32 502 | 11.02 427 | 16.47 505 | 10.74 492 | 0.02 223 | 0.01 42 | 0.00 1 | 0.00 1 | 0.19 235 | 0.33 376 |
|
| GANet-RSSM |  | 9.48 445 | 1.32 229 | 6.45 241 | 6.72 452 | 5.51 534 | 12.78 431 | 6.03 450 | 26.55 480 | 18.96 402 | 14.92 369 | 27.95 472 | 25.41 539 | 14.69 515 | 13.52 433 | 7.60 425 | 0.10 352 | 0.10 343 | 0.16 451 | 0.01 197 | 0.51 426 | 0.39 397 |
|
| UCFNet_RVC |  | 9.48 445 | 2.12 458 | 4.89 135 | 7.03 465 | 3.78 421 | 16.05 500 | 6.37 463 | 28.25 502 | 20.00 412 | 15.93 401 | 23.07 419 | 25.21 536 | 12.79 470 | 12.57 392 | 8.01 440 | 0.07 340 | 0.04 161 | 1.17 584 | 0.23 459 | 1.31 535 | 0.69 469 |
|
| DualNet |  | 9.49 447 | 1.61 336 | 9.63 415 | 5.30 338 | 2.52 346 | 15.42 488 | 6.00 445 | 27.25 489 | 19.96 410 | 19.40 482 | 33.22 556 | 15.99 413 | 11.29 434 | 13.21 420 | 7.66 428 | 0.23 423 | 0.08 303 | 0.07 361 | 0.04 289 | 0.48 408 | 0.34 380 |
|
| CFNet_pseudo |  | 9.58 448 | 1.91 415 | 10.73 456 | 4.53 264 | 2.91 376 | 14.26 461 | 2.75 324 | 26.73 484 | 32.14 546 | 17.10 431 | 23.02 418 | 22.14 499 | 8.74 378 | 12.17 368 | 7.43 414 | 0.20 403 | 0.45 553 | 1.24 593 | 0.24 469 | 2.49 571 | 0.49 430 |
|
| Anonymous3 |  | 9.60 449 | 3.45 523 | 29.83 616 | 9.58 549 | 4.75 485 | 24.51 584 | 10.20 552 | 24.04 450 | 18.77 400 | 10.42 283 | 14.64 295 | 7.97 274 | 8.75 379 | 14.05 445 | 5.80 384 | 2.44 613 | 1.39 617 | 0.08 372 | 0.06 337 | 0.73 484 | 0.48 426 |
|
| ccs_rob |  | 9.61 450 | 1.92 419 | 10.72 455 | 4.55 266 | 2.89 373 | 14.33 463 | 2.86 332 | 26.85 485 | 32.36 549 | 17.05 429 | 22.91 417 | 22.12 498 | 8.70 376 | 12.10 364 | 7.44 415 | 0.19 395 | 0.44 548 | 1.38 595 | 0.25 475 | 2.68 574 | 0.57 447 |
|
| PCWNet_CMD |  | 9.64 451 | 1.77 395 | 10.59 452 | 4.80 283 | 2.90 374 | 16.25 514 | 2.42 306 | 29.37 520 | 34.10 562 | 17.41 437 | 22.04 408 | 19.10 469 | 7.70 352 | 12.05 356 | 6.86 403 | 0.22 414 | 0.45 553 | 0.80 558 | 0.22 450 | 3.11 586 | 0.69 469 |
|
| MSMDNet |  | 9.64 451 | 1.77 395 | 10.63 453 | 4.83 284 | 2.90 374 | 16.35 515 | 2.37 299 | 29.33 518 | 34.29 565 | 17.43 439 | 22.10 410 | 19.05 468 | 7.79 357 | 12.11 366 | 6.87 404 | 0.23 423 | 0.46 555 | 0.67 547 | 0.21 447 | 2.77 577 | 0.60 452 |
|
| DCVSM-stereo |  | 9.70 453 | 1.83 405 | 11.36 468 | 5.81 374 | 3.59 411 | 10.57 380 | 3.00 336 | 18.71 376 | 22.11 439 | 23.79 550 | 19.02 355 | 29.73 565 | 17.68 558 | 13.33 425 | 9.11 467 | 0.21 408 | 1.14 611 | 0.27 491 | 0.06 337 | 0.75 490 | 1.89 559 |
|
| BSDual-CNN |  | 9.70 453 | 1.48 279 | 7.93 313 | 6.74 453 | 3.96 431 | 16.10 504 | 7.13 494 | 33.06 574 | 21.58 431 | 17.99 452 | 21.34 394 | 22.28 500 | 11.53 442 | 14.18 446 | 7.81 431 | 0.19 395 | 0.13 393 | 0.14 437 | 0.04 289 | 0.30 316 | 0.09 162 |
|
| PSMNet-RSSM |  | 9.71 455 | 1.73 371 | 6.09 227 | 7.47 489 | 4.27 452 | 10.06 369 | 6.00 445 | 29.14 514 | 21.74 435 | 15.76 395 | 32.88 551 | 22.63 503 | 13.18 477 | 12.94 410 | 9.12 468 | 0.09 346 | 0.02 100 | 0.07 361 | 0.10 382 | 0.70 476 | 0.24 332 |
|
| IER |  | 9.78 456 | 1.55 307 | 9.97 434 | 4.51 263 | 5.23 514 | 13.78 449 | 5.11 413 | 26.66 482 | 22.79 448 | 19.69 489 | 29.45 494 | 16.42 420 | 18.52 569 | 13.64 438 | 7.57 422 | 0.06 329 | 0.03 139 | 0.18 458 | 0.09 369 | 0.18 231 | 0.23 325 |
|
| test_sample6 |  | 9.79 457 | 1.61 336 | 9.84 428 | 5.35 344 | 2.35 337 | 15.59 492 | 6.60 477 | 28.40 503 | 20.96 420 | 19.40 482 | 33.22 556 | 17.17 436 | 11.58 446 | 13.43 429 | 8.82 460 | 0.26 440 | 0.10 343 | 0.10 403 | 0.06 337 | 0.50 422 | 0.41 404 |
|
| psmg |  | 9.80 458 | 1.48 279 | 7.93 313 | 5.18 325 | 3.96 431 | 15.85 497 | 7.93 509 | 29.11 513 | 21.58 431 | 20.93 512 | 25.06 437 | 22.28 500 | 11.53 442 | 14.18 446 | 7.81 431 | 0.19 395 | 0.13 393 | 0.17 453 | 0.04 289 | 0.36 358 | 0.21 306 |
|
| gwcnet-sp |  | 9.81 459 | 2.82 499 | 13.47 504 | 5.99 395 | 4.27 452 | 16.20 510 | 5.91 438 | 25.55 465 | 24.34 471 | 21.01 514 | 20.69 381 | 15.22 400 | 14.96 519 | 14.50 457 | 9.97 477 | 0.05 308 | 0.15 417 | 0.02 274 | 0.08 355 | 0.49 417 | 0.51 432 |
|
| scenet |  | 9.81 459 | 2.82 499 | 13.47 504 | 5.99 395 | 4.27 452 | 16.20 510 | 5.91 438 | 25.55 465 | 24.34 471 | 21.01 514 | 20.69 381 | 15.22 400 | 14.96 519 | 14.50 457 | 9.97 477 | 0.05 308 | 0.15 417 | 0.02 274 | 0.08 355 | 0.49 417 | 0.51 432 |
|
| ssnet |  | 9.81 459 | 2.82 499 | 13.47 504 | 5.99 395 | 4.27 452 | 16.20 510 | 5.91 438 | 25.55 465 | 24.34 471 | 21.01 514 | 20.69 381 | 15.22 400 | 14.96 519 | 14.50 457 | 9.97 477 | 0.05 308 | 0.15 417 | 0.02 274 | 0.08 355 | 0.49 417 | 0.51 432 |
|
| CCAANet |  | 9.84 462 | 1.49 285 | 9.29 397 | 6.41 428 | 5.05 502 | 12.91 433 | 3.79 370 | 28.06 499 | 22.91 449 | 15.23 384 | 36.91 584 | 18.50 462 | 10.70 417 | 16.74 510 | 8.06 443 | 0.12 365 | 0.00 1 | 0.27 491 | 0.01 197 | 0.20 239 | 0.15 248 |
|
| CFNet-ft |   | 9.87 463 | 2.18 465 | 5.49 185 | 7.45 487 | 5.25 516 | 15.76 494 | 5.98 443 | 21.89 426 | 21.87 436 | 14.96 370 | 30.02 502 | 25.68 540 | 13.68 486 | 12.46 385 | 10.94 495 | 0.08 344 | 0.06 238 | 1.83 601 | 0.22 450 | 1.09 517 | 0.43 411 |
|
| CFNet_RVC |  | 9.87 463 | 2.18 465 | 5.49 185 | 7.45 487 | 5.25 516 | 15.76 494 | 5.98 443 | 21.89 426 | 21.87 436 | 14.96 370 | 30.02 502 | 25.68 540 | 13.68 486 | 12.46 385 | 10.94 495 | 0.08 344 | 0.06 238 | 1.83 601 | 0.22 450 | 1.09 517 | 0.43 411 |
|
| PSMNet-ADL |  | 9.88 465 | 2.01 440 | 6.80 259 | 9.18 536 | 4.26 451 | 15.11 480 | 3.50 356 | 27.12 488 | 24.42 474 | 14.72 364 | 18.96 353 | 25.32 538 | 13.43 481 | 15.76 481 | 14.04 523 | 0.79 551 | 0.78 594 | 0.00 1 | 0.02 239 | 0.26 285 | 1.18 529 |
|
| qqq1 |  | 9.96 466 | 1.37 244 | 13.37 499 | 4.41 255 | 1.30 217 | 14.40 467 | 3.29 346 | 30.25 530 | 29.81 519 | 19.55 484 | 29.37 487 | 18.06 454 | 14.40 507 | 15.42 472 | 3.18 276 | 0.38 469 | 0.21 462 | 0.00 1 | 0.01 197 | 0.29 307 | 0.18 276 |
|
| fff1 |  | 9.96 466 | 1.37 244 | 13.37 499 | 4.41 255 | 1.30 217 | 14.40 467 | 3.29 346 | 30.25 530 | 29.81 519 | 19.55 484 | 29.37 487 | 18.06 454 | 14.40 507 | 15.42 472 | 3.18 276 | 0.38 469 | 0.21 462 | 0.00 1 | 0.01 197 | 0.29 307 | 0.18 276 |
|
| UGAM |  | 10.01 468 | 1.28 213 | 9.19 395 | 6.53 436 | 4.31 458 | 6.72 312 | 10.45 557 | 15.31 306 | 25.98 487 | 20.56 506 | 27.42 468 | 22.70 505 | 11.49 440 | 26.30 604 | 10.64 491 | 0.00 1 | 0.00 1 | 0.46 525 | 0.03 264 | 0.39 374 | 0.43 411 |
|
| UDGNet |  | 10.05 469 | 13.89 637 | 10.00 440 | 9.36 540 | 2.69 360 | 7.82 339 | 1.88 253 | 18.86 381 | 34.64 567 | 17.52 443 | 13.70 287 | 13.40 373 | 7.18 343 | 13.01 415 | 6.30 396 | 5.30 638 | 0.08 303 | 12.57 662 | 2.80 629 | 8.19 638 | 1.71 554 |
|
| Selective-IGEV-i16pc |  | 10.06 470 | 1.72 370 | 15.71 539 | 5.65 358 | 1.66 266 | 36.81 648 | 11.67 576 | 18.83 380 | 26.73 496 | 10.16 280 | 21.57 398 | 15.78 409 | 7.07 339 | 14.19 449 | 8.16 448 | 2.15 604 | 0.94 606 | 0.26 489 | 0.53 560 | 0.77 493 | 0.87 497 |
|
| cf-r |  | 10.06 470 | 1.60 331 | 7.99 319 | 5.82 375 | 5.70 545 | 12.92 434 | 4.78 406 | 24.18 453 | 27.47 502 | 16.91 428 | 31.02 520 | 25.12 535 | 14.05 497 | 11.63 334 | 11.01 498 | 0.03 261 | 0.03 139 | 0.05 327 | 0.03 264 | 0.43 388 | 0.39 397 |
|
| ICVP |  | 10.07 472 | 1.73 371 | 6.11 228 | 9.08 532 | 3.31 397 | 12.25 421 | 6.56 474 | 26.30 478 | 22.52 444 | 16.49 416 | 31.80 534 | 26.94 551 | 12.42 462 | 11.35 315 | 10.92 493 | 1.17 584 | 0.57 577 | 0.17 453 | 0.10 382 | 0.58 451 | 1.07 520 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| G2L-Stereo |  | 10.09 473 | 1.97 427 | 9.53 408 | 7.09 469 | 4.21 448 | 9.10 359 | 8.53 519 | 29.05 512 | 22.51 443 | 19.28 481 | 25.57 445 | 22.70 505 | 10.67 416 | 15.44 476 | 14.88 533 | 0.25 435 | 0.04 161 | 0.08 372 | 0.01 197 | 0.36 358 | 0.42 407 |
|
| hknet |  | 10.13 474 | 1.56 317 | 10.27 446 | 6.74 453 | 3.72 418 | 16.10 504 | 7.13 494 | 33.06 574 | 21.12 424 | 17.99 452 | 21.34 394 | 23.11 508 | 14.95 518 | 16.43 504 | 8.34 451 | 0.14 372 | 0.13 393 | 0.14 437 | 0.04 289 | 0.30 316 | 0.09 162 |
|
| AdaStereo |  | 10.22 475 | 3.63 527 | 9.14 393 | 9.15 534 | 3.24 395 | 15.79 496 | 5.39 426 | 31.94 555 | 25.42 480 | 18.39 467 | 26.47 456 | 19.44 474 | 9.50 396 | 16.60 508 | 8.59 456 | 0.44 490 | 0.05 199 | 0.40 521 | 0.00 1 | 0.57 447 | 0.16 257 |
| 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 |  | 10.25 476 | 1.91 415 | 11.88 476 | 4.98 296 | 4.08 441 | 15.11 480 | 3.57 365 | 28.02 498 | 31.98 545 | 18.21 459 | 25.20 440 | 23.27 511 | 9.38 393 | 13.38 426 | 7.22 410 | 0.23 423 | 0.81 595 | 1.65 600 | 0.22 450 | 3.01 582 | 0.93 504 |
|
| iResNet |  | 10.26 477 | 3.10 514 | 15.72 540 | 7.35 480 | 2.13 318 | 13.86 454 | 7.07 491 | 22.80 438 | 28.01 505 | 20.10 498 | 30.40 508 | 16.79 425 | 11.06 428 | 14.46 456 | 10.29 487 | 0.39 478 | 0.05 199 | 0.00 1 | 0.07 348 | 0.73 484 | 0.73 477 |
|
| RAFT + AFF |  | 10.27 478 | 3.77 532 | 17.13 553 | 10.24 571 | 4.97 494 | 13.08 436 | 11.52 574 | 25.69 468 | 25.80 483 | 14.72 364 | 16.12 316 | 19.16 470 | 11.35 438 | 16.24 502 | 9.04 466 | 0.30 450 | 1.46 619 | 0.66 546 | 0.20 443 | 2.03 564 | 1.94 561 |
|
| ACVNet |  | 10.36 479 | 1.68 363 | 5.49 185 | 6.01 398 | 2.75 366 | 12.78 431 | 3.56 363 | 21.89 426 | 34.81 568 | 14.96 370 | 30.78 514 | 24.72 531 | 13.88 494 | 15.81 483 | 17.20 550 | 0.13 370 | 0.01 42 | 0.06 350 | 0.06 337 | 0.51 426 | 0.15 248 |
|
| G2L-Stereo_test |  | 10.39 480 | 1.61 336 | 7.86 309 | 4.75 280 | 4.34 462 | 11.83 408 | 11.94 581 | 32.49 566 | 22.58 445 | 23.08 544 | 24.40 430 | 21.48 491 | 11.95 453 | 15.64 477 | 13.00 510 | 0.04 282 | 0.06 238 | 0.01 244 | 0.02 239 | 0.32 338 | 0.37 391 |
|
| RT-IGEV |  | 10.44 481 | 1.62 342 | 11.92 477 | 5.95 391 | 2.23 326 | 21.30 563 | 14.50 603 | 29.47 521 | 24.30 467 | 21.51 525 | 20.17 370 | 23.81 520 | 12.18 457 | 13.13 419 | 4.90 358 | 0.10 352 | 0.27 506 | 0.05 327 | 0.37 527 | 0.52 432 | 0.55 441 |
|
| test_sample7 |  | 10.45 482 | 2.24 470 | 9.90 430 | 5.32 340 | 2.01 312 | 14.98 477 | 7.44 502 | 28.75 506 | 23.91 464 | 24.38 557 | 21.03 390 | 24.64 527 | 17.82 561 | 13.58 435 | 9.82 473 | 0.59 519 | 0.87 600 | 0.39 520 | 0.12 395 | 0.66 472 | 0.47 422 |
|
| tta |  | 10.45 482 | 1.37 244 | 13.37 499 | 4.41 255 | 1.30 217 | 14.39 464 | 3.29 346 | 30.25 530 | 29.81 519 | 19.55 484 | 29.37 487 | 18.06 454 | 14.40 507 | 15.42 472 | 12.69 507 | 0.38 469 | 0.21 462 | 0.28 499 | 0.03 264 | 0.29 307 | 0.18 276 |
|
| SMFormer |  | 10.46 484 | 1.37 244 | 13.37 499 | 4.41 255 | 1.30 217 | 14.40 467 | 3.29 346 | 30.25 530 | 29.81 519 | 19.55 484 | 29.37 487 | 18.06 454 | 14.40 507 | 15.42 472 | 12.70 508 | 0.38 469 | 0.21 462 | 0.28 499 | 0.03 264 | 0.33 346 | 0.31 370 |
|
| ToySt |  | 10.51 485 | 2.00 432 | 15.67 538 | 5.33 341 | 0.95 173 | 14.97 476 | 9.51 533 | 24.02 449 | 27.37 500 | 14.61 362 | 24.67 435 | 24.56 525 | 14.70 516 | 16.86 512 | 13.35 515 | 0.06 329 | 0.23 480 | 0.03 294 | 0.09 369 | 0.62 459 | 0.67 466 |
|
| AACVNet |  | 10.58 486 | 2.86 502 | 9.78 427 | 8.95 529 | 3.30 396 | 10.80 388 | 4.78 406 | 22.37 432 | 12.55 304 | 27.50 590 | 29.84 499 | 30.06 571 | 15.99 536 | 19.10 539 | 11.60 503 | 0.40 481 | 0.18 441 | 0.22 478 | 0.03 264 | 0.62 459 | 0.73 477 |
|
| GwcNet-RSSM |  | 10.65 487 | 1.94 423 | 8.57 354 | 6.89 462 | 5.26 519 | 12.26 422 | 5.21 415 | 25.80 471 | 31.50 536 | 16.67 422 | 33.52 562 | 23.70 518 | 13.88 494 | 12.84 403 | 13.67 519 | 0.05 308 | 0.10 343 | 0.14 437 | 0.02 239 | 0.65 468 | 0.39 397 |
|
| CFNet |  | 10.67 488 | 2.33 475 | 8.90 366 | 6.66 447 | 4.09 443 | 16.05 500 | 4.26 391 | 30.44 536 | 31.01 532 | 18.53 469 | 26.48 457 | 23.69 517 | 13.68 486 | 15.27 466 | 10.59 490 | 0.05 308 | 0.02 100 | 0.44 522 | 0.05 317 | 0.73 484 | 0.23 325 |
|
| DDVS |  | 10.70 489 | 3.00 510 | 11.95 478 | 6.84 460 | 3.80 424 | 15.73 493 | 2.83 330 | 23.57 445 | 17.37 380 | 20.98 513 | 29.89 500 | 31.40 581 | 8.70 376 | 19.22 542 | 13.19 513 | 0.74 543 | 1.53 622 | 0.07 361 | 0.21 447 | 0.84 499 | 2.11 567 |
|
| mmx |  | 10.71 490 | 1.43 263 | 9.67 419 | 5.70 364 | 3.44 402 | 11.96 413 | 6.35 459 | 32.18 559 | 28.03 506 | 15.83 397 | 31.44 529 | 17.22 437 | 10.87 422 | 16.19 498 | 21.98 583 | 0.22 414 | 0.06 238 | 0.80 558 | 0.08 355 | 0.48 408 | 0.21 306 |
|
| xxx |   | 10.71 490 | 1.43 263 | 9.67 419 | 5.70 364 | 3.44 402 | 11.96 413 | 6.35 459 | 32.18 559 | 28.03 506 | 15.83 397 | 31.44 529 | 17.22 437 | 10.87 422 | 16.19 498 | 21.98 583 | 0.22 414 | 0.06 238 | 0.80 558 | 0.08 355 | 0.48 408 | 0.21 306 |
|
| NINENet |  | 10.74 492 | 2.29 472 | 10.44 449 | 8.03 508 | 5.09 504 | 17.62 535 | 2.79 326 | 38.69 630 | 33.24 557 | 18.35 465 | 26.31 454 | 14.49 388 | 9.40 394 | 15.88 486 | 10.57 488 | 0.41 483 | 0.21 462 | 0.29 503 | 0.00 1 | 0.42 386 | 0.23 325 |
|
| LMCR-Stereo |   | 10.75 493 | 4.13 543 | 10.67 454 | 13.11 614 | 3.99 436 | 16.68 522 | 5.91 438 | 25.30 462 | 22.69 446 | 22.04 531 | 21.80 403 | 14.67 392 | 14.24 503 | 20.55 569 | 15.86 539 | 1.90 600 | 0.04 161 | 0.00 1 | 0.02 239 | 1.29 532 | 0.18 276 |
|
| DeepPruner_ROB |  | 10.77 494 | 4.56 549 | 13.13 494 | 6.37 424 | 4.28 457 | 10.14 370 | 6.86 485 | 36.42 611 | 19.59 405 | 17.87 448 | 27.37 467 | 23.19 510 | 12.26 458 | 19.09 538 | 10.23 485 | 1.05 577 | 0.48 559 | 0.23 482 | 0.15 415 | 0.89 505 | 1.17 527 |
|
| LL-Strereo |  | 10.79 495 | 3.52 525 | 12.54 486 | 8.77 525 | 5.44 531 | 7.49 331 | 9.26 529 | 35.15 599 | 28.70 511 | 16.47 415 | 15.85 312 | 21.06 488 | 17.42 556 | 21.62 575 | 9.72 472 | 0.21 408 | 0.22 472 | 0.74 552 | 0.08 355 | 0.98 511 | 0.60 452 |
|
| DAS |  | 10.80 496 | 2.03 445 | 13.96 512 | 9.01 530 | 6.23 565 | 14.67 473 | 7.38 500 | 21.59 420 | 32.58 552 | 18.67 472 | 28.13 474 | 19.20 471 | 17.08 551 | 16.54 507 | 7.31 412 | 0.58 515 | 0.01 42 | 0.29 503 | 0.01 197 | 0.47 405 | 0.20 295 |
|
| GMStereo_Zeroshot |   | 10.83 497 | 7.81 597 | 19.95 584 | 9.55 547 | 2.47 345 | 11.83 408 | 1.31 142 | 20.84 411 | 20.52 414 | 22.73 538 | 35.93 577 | 24.76 533 | 5.94 291 | 19.68 546 | 7.04 407 | 0.45 492 | 0.02 100 | 0.25 486 | 0.01 197 | 5.38 620 | 0.19 290 |
|
| HSM-Net_RVC |   | 10.88 498 | 1.23 196 | 5.46 180 | 5.57 354 | 2.63 357 | 20.12 553 | 6.06 452 | 27.67 495 | 28.35 510 | 20.63 508 | 25.51 443 | 34.01 604 | 14.38 506 | 16.18 497 | 9.29 469 | 0.11 359 | 0.07 267 | 0.01 244 | 0.00 1 | 0.13 192 | 0.14 228 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| NOSS_ROB |  | 10.99 499 | 3.81 535 | 6.88 262 | 6.69 449 | 2.30 332 | 16.06 502 | 10.94 562 | 30.06 527 | 32.41 550 | 16.10 404 | 18.72 350 | 22.78 507 | 14.21 502 | 17.52 518 | 8.62 458 | 2.35 608 | 1.84 627 | 3.32 628 | 1.57 612 | 2.06 565 | 1.52 545 |
|
| ac_64 |  | 11.10 500 | 1.49 285 | 9.88 429 | 8.24 515 | 5.45 532 | 19.12 545 | 6.46 468 | 24.10 451 | 14.34 333 | 22.80 540 | 23.87 427 | 33.28 597 | 15.54 531 | 18.87 534 | 17.26 552 | 0.28 446 | 0.12 377 | 0.02 274 | 0.02 239 | 0.26 285 | 0.63 456 |
|
| 1111x |  | 11.32 501 | 1.34 237 | 8.95 371 | 5.20 329 | 1.96 305 | 14.46 470 | 7.75 508 | 35.65 604 | 28.23 509 | 15.66 393 | 26.66 460 | 26.65 545 | 14.76 517 | 15.88 486 | 22.27 588 | 0.24 429 | 0.13 393 | 0.04 316 | 0.06 337 | 0.30 316 | 0.24 332 |
|
| HSM |  | 11.33 502 | 1.80 403 | 7.04 272 | 6.13 411 | 3.99 436 | 16.16 508 | 6.92 488 | 29.69 525 | 19.39 403 | 22.95 541 | 26.05 452 | 41.08 640 | 15.79 534 | 20.25 560 | 8.89 465 | 0.02 223 | 0.03 139 | 0.01 244 | 0.00 1 | 0.15 206 | 0.34 380 |
|
| SepStereo |  | 11.34 503 | 2.03 445 | 13.96 512 | 9.01 530 | 6.23 565 | 14.67 473 | 7.38 500 | 21.59 420 | 32.58 552 | 18.67 472 | 28.13 474 | 19.20 471 | 17.08 551 | 27.36 609 | 7.31 412 | 0.58 515 | 0.01 42 | 0.29 503 | 0.01 197 | 0.47 405 | 0.20 295 |
|
| DMCA-RVC |   | 11.41 504 | 3.32 519 | 11.68 473 | 10.12 566 | 4.81 486 | 11.92 411 | 4.11 381 | 24.67 457 | 23.66 459 | 20.06 497 | 28.51 481 | 26.71 546 | 24.96 608 | 15.95 494 | 14.82 530 | 0.41 483 | 0.34 529 | 0.56 537 | 0.16 418 | 0.72 482 | 0.69 469 |
|
| ITSA-stereo |  | 11.44 505 | 2.03 445 | 10.92 463 | 5.90 386 | 1.78 283 | 12.05 417 | 4.17 386 | 36.77 614 | 49.15 641 | 18.17 457 | 18.53 348 | 21.79 494 | 12.59 468 | 15.74 480 | 14.05 524 | 0.45 492 | 0.39 533 | 0.28 499 | 0.29 495 | 0.98 511 | 2.81 583 |
|
| test_xeample |   | 11.49 506 | 1.24 203 | 7.50 292 | 5.22 333 | 2.18 323 | 17.40 528 | 6.49 470 | 31.14 544 | 22.77 447 | 17.90 450 | 33.09 555 | 18.48 461 | 14.61 513 | 13.51 432 | 37.38 660 | 0.16 384 | 0.13 393 | 0.01 244 | 0.03 264 | 0.23 262 | 0.24 332 |
|
| coex_refinement |  | 11.56 507 | 1.53 299 | 7.45 291 | 8.18 512 | 5.09 504 | 17.10 525 | 7.07 491 | 31.05 543 | 32.20 548 | 18.57 470 | 30.81 516 | 25.84 542 | 12.31 460 | 13.41 428 | 19.47 565 | 0.23 423 | 0.04 161 | 0.02 274 | 0.10 382 | 0.44 391 | 0.37 391 |
|
| RASNet |  | 11.59 508 | 1.71 368 | 10.36 448 | 6.30 420 | 5.66 541 | 15.48 490 | 6.12 453 | 34.50 593 | 20.86 419 | 16.61 420 | 32.51 546 | 22.04 497 | 23.00 592 | 19.44 543 | 16.15 543 | 0.71 535 | 0.03 139 | 0.05 327 | 0.01 197 | 0.15 206 | 0.13 217 |
|
| ACV-stereo |  | 11.65 509 | 5.15 561 | 28.84 609 | 6.80 457 | 3.33 398 | 20.38 554 | 6.59 476 | 21.03 413 | 20.57 415 | 17.67 445 | 20.95 389 | 26.81 548 | 16.69 543 | 20.19 558 | 13.26 514 | 0.72 537 | 1.11 610 | 0.15 444 | 0.09 369 | 0.65 468 | 2.13 568 |
|
| iResNet_ROB |  | 11.71 510 | 1.96 426 | 10.77 457 | 6.01 398 | 3.68 416 | 15.13 482 | 2.34 295 | 31.72 552 | 37.58 587 | 26.16 578 | 32.77 548 | 25.88 543 | 15.34 529 | 16.35 503 | 7.94 437 | 0.19 395 | 0.01 42 | 0.00 1 | 0.00 1 | 0.31 328 | 0.12 201 |
|
| UPFNet |  | 11.72 511 | 1.52 297 | 10.33 447 | 7.38 482 | 7.14 590 | 20.05 552 | 9.62 535 | 28.90 511 | 25.94 486 | 20.02 495 | 29.73 498 | 20.91 485 | 16.34 539 | 18.61 532 | 16.17 544 | 0.26 440 | 0.17 433 | 0.25 486 | 0.03 264 | 0.55 439 | 0.56 446 |
|
| FADNet-RVC-Resample |  | 11.72 511 | 4.35 547 | 30.33 619 | 9.46 545 | 3.90 428 | 14.11 456 | 7.17 496 | 25.78 469 | 23.31 451 | 23.27 546 | 29.52 495 | 19.50 476 | 15.00 523 | 15.38 471 | 8.33 450 | 0.53 510 | 0.50 564 | 0.49 528 | 0.50 556 | 1.38 539 | 1.67 552 |
|
| xxxx |  | 11.74 513 | 1.16 177 | 7.88 310 | 5.61 356 | 1.99 309 | 20.46 555 | 3.12 342 | 33.99 584 | 23.76 463 | 15.53 390 | 30.67 510 | 26.88 550 | 14.50 511 | 12.98 413 | 35.48 651 | 0.19 395 | 0.18 441 | 0.01 244 | 0.02 239 | 0.22 247 | 0.27 349 |
|
| CBMV_ROB |  | 11.77 514 | 2.89 503 | 6.92 265 | 5.20 329 | 2.88 372 | 14.12 457 | 4.79 408 | 26.69 483 | 29.84 523 | 26.17 579 | 31.92 536 | 23.61 516 | 20.74 584 | 20.20 559 | 10.18 482 | 1.78 597 | 1.80 626 | 2.17 609 | 1.26 606 | 1.61 543 | 0.55 441 |
|
| PStereo |  | 11.80 515 | 21.18 658 | 5.14 153 | 4.07 216 | 1.27 214 | 10.57 380 | 8.37 515 | 16.06 327 | 37.64 588 | 11.94 301 | 1.56 45 | 11.27 327 | 10.54 414 | 24.16 590 | 33.61 643 | 10.87 662 | 1.46 619 | 1.51 597 | 0.88 581 | 14.24 662 | 9.68 658 |
|
| DSFCA |  | 11.85 516 | 2.01 440 | 12.93 492 | 5.40 348 | 6.87 583 | 15.36 484 | 10.45 557 | 30.68 538 | 31.84 538 | 25.99 575 | 23.52 422 | 22.03 496 | 14.05 497 | 20.28 563 | 12.46 505 | 0.57 514 | 0.41 537 | 0.28 499 | 0.38 530 | 1.02 513 | 0.47 422 |
|
| FADNet_RVC |  | 11.94 517 | 5.17 562 | 39.74 637 | 6.44 430 | 3.46 406 | 11.42 402 | 4.17 386 | 29.16 515 | 26.89 497 | 17.97 451 | 25.96 446 | 13.41 374 | 15.67 532 | 15.84 485 | 13.54 518 | 0.90 566 | 0.75 592 | 0.55 535 | 1.20 603 | 3.65 600 | 2.85 584 |
|
| iResNetv2_ROB |  | 12.00 518 | 2.91 505 | 13.46 503 | 5.82 375 | 3.73 419 | 13.15 438 | 6.45 467 | 34.15 586 | 36.02 578 | 25.25 567 | 33.81 566 | 29.79 567 | 14.24 503 | 13.61 437 | 6.10 392 | 0.21 408 | 0.02 100 | 0.12 420 | 0.00 1 | 0.82 497 | 0.25 339 |
|
| hitnet-ft |   | 12.04 519 | 2.11 455 | 6.14 229 | 7.27 477 | 3.90 428 | 25.98 599 | 3.56 363 | 22.56 433 | 23.74 461 | 20.55 504 | 33.81 566 | 31.59 582 | 18.67 572 | 19.47 544 | 17.20 550 | 0.42 487 | 1.36 616 | 0.35 513 | 0.07 348 | 1.11 520 | 0.86 495 |
|
| NLCA_NET_v2_RVC |  | 12.05 520 | 3.43 522 | 16.25 546 | 7.62 495 | 5.58 536 | 14.57 471 | 6.00 445 | 32.98 573 | 27.41 501 | 21.69 527 | 31.40 527 | 25.21 536 | 13.47 482 | 14.96 464 | 15.60 538 | 0.84 560 | 0.33 526 | 0.35 513 | 0.35 520 | 1.29 532 | 1.78 555 |
| 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 |  | 12.16 521 | 1.68 363 | 11.97 479 | 7.70 497 | 6.20 562 | 19.61 549 | 5.52 428 | 25.78 469 | 34.81 568 | 25.62 573 | 30.78 514 | 24.72 531 | 13.20 479 | 15.81 483 | 18.80 561 | 0.13 370 | 0.01 42 | 0.06 350 | 0.06 337 | 0.63 462 | 0.15 248 |
|
| dad |  | 12.24 522 | 10.20 613 | 13.68 509 | 6.64 446 | 1.47 241 | 13.55 447 | 3.58 366 | 17.62 351 | 35.33 573 | 27.15 589 | 32.65 547 | 30.85 575 | 10.86 421 | 14.33 452 | 10.04 480 | 2.95 619 | 0.55 575 | 7.92 652 | 0.91 586 | 3.35 595 | 1.17 527 |
|
| ISRNet |  | 12.26 523 | 2.02 442 | 17.38 554 | 12.71 611 | 6.24 567 | 7.39 329 | 1.62 191 | 29.23 517 | 31.94 544 | 22.65 537 | 35.28 573 | 24.62 526 | 15.27 527 | 15.28 467 | 13.76 521 | 0.78 547 | 1.00 607 | 2.30 612 | 0.52 558 | 0.92 510 | 4.29 608 |
|
| pcwnet_v2 |  | 12.32 524 | 2.00 432 | 17.53 558 | 7.79 502 | 5.69 544 | 17.06 524 | 3.69 369 | 36.52 612 | 46.17 631 | 20.55 504 | 29.39 492 | 16.50 421 | 13.00 476 | 15.70 479 | 9.32 470 | 0.50 504 | 1.00 607 | 0.34 512 | 0.24 469 | 2.00 561 | 1.38 537 |
|
| 222 |  | 12.33 525 | 1.29 217 | 8.09 325 | 6.06 403 | 2.14 319 | 19.51 548 | 2.53 311 | 33.63 580 | 23.55 454 | 21.72 528 | 30.51 509 | 20.11 480 | 16.77 545 | 13.22 422 | 46.51 682 | 0.15 381 | 0.14 410 | 0.01 244 | 0.03 264 | 0.26 285 | 0.26 343 |
|
| ADLNet |  | 12.34 526 | 2.22 467 | 10.14 443 | 8.38 518 | 6.78 580 | 17.56 531 | 9.05 523 | 33.21 577 | 26.28 491 | 27.06 586 | 26.01 448 | 26.80 547 | 13.76 489 | 16.99 514 | 18.74 560 | 0.24 429 | 0.39 533 | 0.23 482 | 0.10 382 | 0.64 466 | 2.16 573 |
|
| CBFPSM |  | 12.42 527 | 2.59 492 | 28.96 612 | 4.74 277 | 3.20 392 | 22.33 569 | 16.31 623 | 21.13 415 | 21.03 422 | 21.04 517 | 27.81 470 | 30.24 572 | 15.99 536 | 14.59 461 | 14.80 529 | 0.04 282 | 0.49 562 | 0.10 403 | 0.16 418 | 0.51 426 | 2.34 577 |
|
| DualNet (step1) |  | 12.44 528 | 4.86 555 | 17.49 555 | 5.97 392 | 2.94 379 | 17.57 532 | 8.30 512 | 28.75 506 | 23.91 464 | 24.38 557 | 21.03 390 | 24.64 527 | 17.82 561 | 13.58 435 | 9.82 473 | 6.44 646 | 0.87 600 | 6.62 641 | 7.44 654 | 3.20 591 | 3.11 591 |
|
| ADLNet2 |  | 12.44 528 | 2.17 462 | 12.84 491 | 9.17 535 | 5.82 551 | 20.00 551 | 10.13 550 | 32.53 568 | 36.22 581 | 18.62 471 | 19.39 358 | 21.96 495 | 17.07 550 | 21.43 574 | 19.42 564 | 0.24 429 | 0.15 417 | 0.06 350 | 0.08 355 | 0.86 501 | 0.57 447 |
|
| AASNet |  | 12.49 530 | 2.46 481 | 10.49 450 | 9.82 556 | 6.86 582 | 17.33 527 | 6.73 480 | 41.09 644 | 37.86 591 | 22.53 536 | 29.11 484 | 16.68 424 | 13.48 484 | 14.54 460 | 17.87 556 | 0.20 403 | 0.02 100 | 0.78 554 | 0.05 317 | 1.18 524 | 0.76 481 |
|
| HBP-ISP |  | 12.52 531 | 7.82 598 | 8.47 348 | 7.57 494 | 4.27 452 | 12.56 425 | 6.42 466 | 28.68 505 | 29.56 514 | 21.11 519 | 35.69 575 | 15.85 410 | 18.42 568 | 20.44 566 | 11.00 497 | 3.03 620 | 2.63 640 | 7.09 650 | 3.97 639 | 3.58 598 | 2.27 575 |
|
| Selective-IGEV-i16pb |  | 12.56 532 | 1.79 402 | 18.70 572 | 6.40 427 | 2.14 319 | 35.66 644 | 11.00 564 | 31.78 553 | 35.44 574 | 14.65 363 | 26.95 462 | 19.68 479 | 11.09 429 | 15.94 491 | 13.10 511 | 2.24 605 | 1.00 607 | 0.49 528 | 0.95 590 | 1.14 523 | 1.06 518 |
|
| CRFU-Net |  | 12.56 532 | 2.89 503 | 11.77 474 | 8.18 512 | 5.80 550 | 24.84 587 | 10.46 561 | 24.56 455 | 13.12 312 | 30.06 608 | 29.37 487 | 29.09 558 | 19.64 577 | 19.96 551 | 18.53 559 | 0.82 557 | 0.48 559 | 0.27 491 | 0.15 415 | 0.53 433 | 0.68 467 |
|
| UNet |  | 12.64 534 | 2.02 442 | 13.36 498 | 6.85 461 | 7.76 604 | 25.31 596 | 4.74 405 | 34.10 585 | 28.19 508 | 20.03 496 | 31.07 521 | 27.02 553 | 17.36 554 | 20.18 557 | 13.87 522 | 0.06 329 | 0.05 199 | 0.27 491 | 0.01 197 | 0.23 262 | 0.39 397 |
|
| delet |  | 12.65 535 | 1.85 408 | 11.36 468 | 7.71 499 | 6.22 564 | 22.52 571 | 10.22 554 | 28.14 501 | 37.67 589 | 19.66 488 | 29.24 486 | 21.00 487 | 15.99 536 | 21.97 576 | 17.77 555 | 0.03 261 | 0.07 267 | 0.19 466 | 0.04 289 | 0.60 454 | 0.75 480 |
|
| HGLStereo |  | 12.72 536 | 2.66 494 | 12.34 483 | 9.93 560 | 7.55 598 | 16.16 508 | 7.45 503 | 31.48 550 | 27.01 498 | 20.01 494 | 35.31 574 | 26.98 552 | 18.90 573 | 17.87 522 | 18.90 562 | 0.33 456 | 0.16 428 | 0.07 361 | 0.05 317 | 0.48 408 | 0.70 473 |
|
| GEStereo_RVC |  | 12.81 537 | 2.49 484 | 13.64 507 | 9.68 552 | 4.97 494 | 18.16 537 | 11.30 570 | 31.26 546 | 47.47 634 | 19.84 491 | 26.97 463 | 19.03 467 | 13.19 478 | 20.14 556 | 14.86 532 | 0.83 559 | 0.51 568 | 0.10 403 | 0.13 400 | 0.54 435 | 0.99 511 |
|
| CSP-Net |  | 12.85 538 | 2.95 507 | 9.64 417 | 5.94 390 | 3.96 431 | 25.85 597 | 9.93 539 | 28.81 510 | 26.00 488 | 29.31 604 | 32.44 545 | 30.00 569 | 15.16 525 | 20.25 560 | 14.30 527 | 0.55 513 | 0.19 448 | 0.03 294 | 0.00 1 | 0.65 468 | 0.98 510 |
|
| SGM-Forest |  | 12.92 539 | 1.87 409 | 6.61 245 | 5.68 362 | 2.05 314 | 23.19 577 | 11.30 570 | 34.24 589 | 30.77 530 | 26.54 581 | 31.99 537 | 29.98 568 | 15.74 533 | 21.17 573 | 13.36 516 | 1.05 577 | 0.33 526 | 0.84 565 | 0.01 197 | 0.71 478 | 0.97 507 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| MMNet |  | 12.97 540 | 2.08 451 | 12.74 489 | 6.98 464 | 6.27 569 | 26.39 604 | 4.73 404 | 23.10 441 | 41.79 609 | 25.48 571 | 32.29 544 | 21.09 489 | 17.79 559 | 19.52 545 | 17.90 557 | 0.19 395 | 0.07 267 | 0.10 403 | 0.00 1 | 0.37 365 | 0.59 451 |
|
| STTStereo |  | 12.97 540 | 4.88 558 | 26.57 605 | 7.54 492 | 5.41 528 | 13.43 442 | 6.49 470 | 30.53 537 | 26.35 493 | 25.14 566 | 31.43 528 | 32.00 585 | 14.12 499 | 16.01 496 | 14.83 531 | 0.29 448 | 0.31 518 | 0.67 547 | 1.08 597 | 1.21 526 | 1.11 521 |
|
| TDLM |  | 12.98 542 | 3.78 533 | 9.77 426 | 10.75 584 | 4.94 492 | 16.10 504 | 14.08 599 | 35.05 597 | 31.87 539 | 22.36 533 | 26.51 459 | 26.09 544 | 14.97 522 | 24.73 596 | 13.11 512 | 1.05 577 | 0.05 199 | 1.21 588 | 0.27 488 | 1.83 554 | 1.00 513 |
|
| AANet_RVC |  | 13.16 543 | 5.34 566 | 10.83 460 | 8.20 514 | 4.44 469 | 14.13 458 | 9.46 532 | 28.78 509 | 37.67 589 | 23.44 548 | 37.47 589 | 23.48 514 | 15.83 535 | 22.39 580 | 16.63 546 | 1.67 594 | 0.86 598 | 0.24 485 | 0.02 239 | 0.63 462 | 1.60 548 |
|
| psm_up |  | 13.18 544 | 1.91 415 | 8.81 364 | 9.59 550 | 5.84 554 | 15.17 483 | 11.37 572 | 38.74 631 | 30.81 531 | 20.66 509 | 30.32 507 | 30.00 569 | 23.12 593 | 19.19 540 | 16.02 540 | 0.58 515 | 0.10 343 | 0.17 453 | 0.01 197 | 0.65 468 | 0.55 441 |
|
| xyz-stereo |  | 13.23 545 | 0.83 71 | 38.70 635 | 2.53 69 | 0.83 155 | 41.19 662 | 4.82 412 | 13.68 273 | 26.28 491 | 22.98 542 | 37.78 591 | 29.35 563 | 18.53 570 | 18.11 527 | 7.85 434 | 0.22 414 | 0.03 139 | 0.64 544 | 0.01 197 | 0.13 192 | 0.06 124 |
|
| ssnet_v2 |  | 13.23 545 | 2.43 478 | 11.25 465 | 7.34 479 | 2.92 378 | 23.05 576 | 12.95 588 | 35.93 607 | 32.92 556 | 21.23 522 | 25.38 441 | 28.81 557 | 15.22 526 | 22.57 581 | 19.81 568 | 0.18 391 | 0.08 303 | 0.19 466 | 0.05 317 | 1.24 529 | 1.06 518 |
|
| CVANet_RVC |  | 13.24 547 | 3.39 521 | 8.43 343 | 8.42 519 | 5.04 501 | 18.52 543 | 11.72 578 | 32.03 557 | 33.85 559 | 23.17 545 | 32.77 548 | 29.78 566 | 16.51 542 | 23.20 585 | 11.28 499 | 0.94 567 | 0.04 161 | 1.19 587 | 0.47 552 | 3.13 587 | 1.01 514 |
|
| FADNet-RVC |  | 13.27 548 | 11.57 628 | 39.71 636 | 7.94 505 | 4.50 475 | 15.41 487 | 6.95 490 | 27.96 496 | 22.98 450 | 20.37 503 | 30.73 513 | 26.86 549 | 11.31 437 | 20.50 568 | 14.28 526 | 0.14 372 | 0.14 410 | 0.13 432 | 0.18 425 | 2.83 578 | 0.86 495 |
|
| DLCB_ROB |  | 13.35 549 | 3.00 510 | 9.12 389 | 9.43 541 | 5.68 542 | 21.80 566 | 10.12 549 | 29.19 516 | 29.92 524 | 27.71 591 | 31.45 533 | 32.37 588 | 19.50 576 | 19.02 536 | 16.73 547 | 0.22 414 | 0.04 161 | 0.38 519 | 0.06 337 | 0.49 417 | 0.85 494 |
|
| StereoDRNet-Refined |  | 13.36 550 | 2.80 497 | 10.82 459 | 7.94 505 | 3.10 388 | 18.95 544 | 4.45 395 | 28.47 504 | 29.65 517 | 29.11 600 | 41.47 616 | 24.44 524 | 17.64 557 | 23.34 586 | 21.66 579 | 0.16 384 | 0.07 267 | 0.53 533 | 0.32 510 | 0.77 493 | 1.64 550 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| SACVNet |  | 13.38 551 | 4.08 541 | 11.41 470 | 11.67 601 | 5.79 549 | 17.28 526 | 9.39 530 | 32.77 570 | 22.29 440 | 28.11 594 | 33.35 558 | 32.48 589 | 21.86 588 | 19.75 547 | 10.28 486 | 1.00 573 | 0.48 559 | 0.85 566 | 0.29 495 | 1.31 535 | 3.08 589 |
|
| iinet-f |  | 13.51 552 | 4.29 544 | 45.90 650 | 6.01 398 | 3.96 431 | 21.00 558 | 13.40 594 | 27.40 493 | 21.12 424 | 21.11 519 | 30.72 512 | 21.49 492 | 16.96 548 | 15.33 468 | 19.50 566 | 0.12 365 | 0.42 541 | 0.09 384 | 0.05 317 | 0.89 505 | 0.39 397 |
|
| rvit_105_1 |  | 13.56 553 | 5.57 569 | 19.88 583 | 13.22 615 | 4.58 480 | 15.04 479 | 28.61 673 | 26.56 481 | 42.75 615 | 18.83 475 | 24.53 432 | 20.93 486 | 13.85 492 | 18.02 526 | 11.90 504 | 1.74 595 | 0.60 579 | 0.25 486 | 2.10 623 | 0.61 456 | 1.64 550 |
|
| CBMV |   | 13.69 554 | 3.63 527 | 8.02 322 | 5.93 389 | 2.69 360 | 22.57 572 | 12.44 585 | 29.81 526 | 31.57 537 | 31.20 614 | 33.79 565 | 31.04 576 | 17.41 555 | 25.28 599 | 14.11 525 | 0.71 535 | 0.60 579 | 0.60 540 | 0.11 392 | 1.11 520 | 1.13 524 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| PS-NSSS |  | 13.70 555 | 7.41 595 | 14.68 528 | 6.70 450 | 5.63 539 | 18.43 541 | 12.59 586 | 38.89 633 | 25.56 481 | 20.27 501 | 35.71 576 | 21.11 490 | 16.35 540 | 17.16 516 | 17.56 553 | 2.28 606 | 0.53 572 | 5.37 634 | 0.36 523 | 4.28 607 | 3.09 590 |
|
| FADNet |  | 14.18 556 | 10.92 622 | 37.56 632 | 7.79 502 | 6.64 574 | 17.48 530 | 6.91 487 | 34.73 595 | 34.03 560 | 18.85 476 | 27.02 464 | 28.26 555 | 14.24 503 | 17.77 521 | 10.09 481 | 0.41 483 | 0.67 586 | 0.37 517 | 0.37 527 | 8.13 636 | 1.34 534 |
|
| fast-acv-ft |  | 14.25 557 | 4.00 540 | 16.20 544 | 7.51 490 | 5.14 511 | 26.38 603 | 9.77 537 | 24.62 456 | 34.84 570 | 25.30 569 | 37.27 587 | 32.09 586 | 20.38 582 | 18.32 528 | 19.50 566 | 0.36 465 | 0.32 521 | 0.63 542 | 0.47 552 | 1.18 524 | 0.76 481 |
|
| DStereoRT |  | 14.31 558 | 2.30 473 | 10.03 442 | 10.45 574 | 5.01 500 | 18.36 538 | 6.38 464 | 27.11 487 | 26.47 494 | 15.77 396 | 24.40 430 | 10.48 313 | 14.62 514 | 17.08 515 | 9.45 471 | 1.32 588 | 0.51 568 | 57.89 693 | 25.93 682 | 0.56 445 | 2.01 564 |
|
| pmcnn |  | 14.59 559 | 3.68 530 | 19.78 582 | 6.83 459 | 4.51 476 | 21.27 562 | 14.67 605 | 27.37 491 | 30.54 527 | 27.09 588 | 40.19 608 | 38.71 626 | 18.53 570 | 17.70 520 | 19.27 563 | 0.84 560 | 0.09 322 | 0.00 1 | 0.00 1 | 0.48 408 | 0.31 370 |
|
| Anonymous_2 |  | 14.95 560 | 6.75 588 | 17.63 560 | 5.45 350 | 7.10 589 | 26.19 600 | 11.58 575 | 18.06 366 | 17.30 378 | 17.61 444 | 15.47 306 | 23.33 512 | 20.95 586 | 20.55 569 | 14.63 528 | 11.05 666 | 12.86 676 | 11.27 660 | 25.12 681 | 11.32 654 | 4.82 616 |
|
| z-ln-s-r |  | 14.97 561 | 6.05 573 | 40.55 639 | 5.39 347 | 5.41 528 | 13.95 455 | 13.34 593 | 21.84 424 | 36.75 584 | 18.86 477 | 43.90 634 | 23.71 519 | 16.41 541 | 22.64 583 | 28.99 634 | 0.02 223 | 0.02 100 | 0.00 1 | 0.00 1 | 1.04 515 | 0.48 426 |
|
| test_sample9 |  | 15.04 562 | 4.86 555 | 17.49 555 | 5.97 392 | 2.94 379 | 17.57 532 | 8.30 512 | 28.75 506 | 23.91 464 | 24.38 557 | 21.03 390 | 24.64 527 | 17.82 561 | 20.07 554 | 20.17 570 | 6.44 646 | 36.07 690 | 6.62 641 | 7.44 654 | 3.20 591 | 3.11 591 |
|
| NVstereo2D |  | 15.15 563 | 2.97 508 | 16.28 547 | 9.23 538 | 7.56 599 | 30.03 620 | 9.53 534 | 42.80 654 | 42.72 614 | 15.11 376 | 27.03 465 | 23.16 509 | 16.93 547 | 24.28 592 | 15.45 536 | 3.07 622 | 0.43 546 | 1.44 596 | 0.61 566 | 6.74 626 | 7.60 644 |
|
| TCMNet |  | 15.19 564 | 6.68 586 | 19.70 580 | 13.83 620 | 12.53 650 | 26.35 602 | 13.66 595 | 29.47 521 | 35.21 571 | 24.71 561 | 31.20 523 | 23.44 513 | 15.13 524 | 18.97 535 | 22.59 591 | 1.13 581 | 0.65 583 | 2.04 605 | 0.97 592 | 3.18 588 | 2.31 576 |
|
| Wz-Net-LNSev-Ref |  | 15.26 565 | 3.68 530 | 27.36 607 | 7.11 472 | 5.83 553 | 24.88 589 | 12.12 583 | 30.19 529 | 36.12 580 | 27.08 587 | 45.98 639 | 29.10 559 | 13.65 485 | 20.45 567 | 20.26 573 | 0.67 532 | 0.00 1 | 0.10 403 | 0.00 1 | 0.32 338 | 0.26 343 |
|
| StereoDRNet |  | 15.30 566 | 4.47 548 | 14.35 524 | 10.71 580 | 8.69 618 | 25.02 592 | 11.03 565 | 39.66 635 | 35.62 576 | 29.17 601 | 28.81 482 | 34.05 605 | 17.80 560 | 18.80 533 | 23.77 597 | 0.41 483 | 0.30 514 | 0.15 444 | 0.14 406 | 1.64 546 | 1.42 539 |
|
| FINET |  | 15.49 567 | 6.08 574 | 24.99 600 | 8.12 510 | 7.69 602 | 21.80 566 | 22.35 653 | 33.76 582 | 48.27 636 | 25.99 575 | 32.27 543 | 19.48 475 | 16.83 546 | 19.07 537 | 16.38 545 | 1.37 589 | 0.70 587 | 0.95 573 | 0.27 488 | 2.61 573 | 0.90 500 |
|
| DRN-Test |  | 15.88 568 | 3.83 536 | 14.70 529 | 9.96 562 | 8.02 611 | 28.93 617 | 14.65 604 | 42.34 649 | 38.25 594 | 28.18 595 | 34.31 570 | 29.22 561 | 18.35 567 | 20.01 552 | 22.68 592 | 0.37 468 | 0.41 537 | 0.46 525 | 0.28 491 | 1.28 531 | 1.34 534 |
|
| YMNet |  | 15.91 569 | 5.68 571 | 21.74 592 | 10.94 587 | 8.77 620 | 25.22 594 | 9.21 526 | 32.22 563 | 31.35 533 | 33.81 632 | 38.84 599 | 34.00 602 | 17.83 564 | 19.95 549 | 21.57 577 | 0.87 563 | 1.30 612 | 1.22 590 | 0.91 586 | 1.64 546 | 1.18 529 |
|
| YMNet_1 |  | 15.91 569 | 5.68 571 | 21.74 592 | 10.94 587 | 8.77 620 | 25.22 594 | 9.21 526 | 32.22 563 | 31.35 533 | 33.81 632 | 38.84 599 | 34.00 602 | 17.83 564 | 19.95 549 | 21.57 577 | 0.87 563 | 1.30 612 | 1.22 590 | 0.91 586 | 1.64 546 | 1.18 529 |
|
| SDNR |  | 16.15 571 | 5.23 564 | 28.92 611 | 5.73 370 | 6.05 561 | 56.85 682 | 3.26 343 | 23.18 442 | 29.73 518 | 20.62 507 | 36.48 580 | 13.59 378 | 16.97 549 | 18.43 529 | 13.44 517 | 10.56 661 | 13.84 678 | 3.10 625 | 0.44 547 | 7.80 632 | 8.81 651 |
|
| PA-Net |  | 16.29 572 | 6.88 590 | 27.34 606 | 9.88 559 | 11.12 639 | 21.77 565 | 28.15 672 | 32.06 558 | 39.49 595 | 19.99 493 | 27.91 471 | 23.50 515 | 20.59 583 | 20.25 560 | 24.04 600 | 0.24 429 | 2.26 636 | 0.22 478 | 4.59 643 | 1.13 522 | 4.48 612 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| DISCO |  | 16.36 573 | 1.88 411 | 16.15 543 | 7.78 501 | 4.19 447 | 26.92 607 | 10.21 553 | 30.31 534 | 44.26 624 | 21.35 524 | 33.91 568 | 35.80 615 | 22.40 590 | 35.65 643 | 33.87 645 | 0.18 391 | 0.08 303 | 0.04 316 | 0.04 289 | 1.71 550 | 0.54 439 |
|
| GwcNet |   | 16.48 574 | 5.23 564 | 20.03 585 | 10.24 571 | 8.48 615 | 28.79 614 | 10.09 547 | 38.60 629 | 44.51 625 | 23.29 547 | 36.95 585 | 31.29 579 | 19.79 580 | 20.42 565 | 25.70 613 | 0.54 511 | 0.72 588 | 0.57 538 | 0.39 533 | 1.37 538 | 2.64 580 |
|
| NaN_ROB |  | 16.51 575 | 6.51 583 | 16.22 545 | 10.53 578 | 4.64 483 | 31.76 630 | 17.78 635 | 37.00 618 | 43.37 619 | 29.68 606 | 31.29 524 | 32.67 594 | 20.32 581 | 28.00 615 | 16.06 541 | 0.38 469 | 0.41 537 | 0.32 509 | 0.41 537 | 0.87 503 | 1.94 561 |
|
| FAT-Stereo |  | 16.81 576 | 2.97 508 | 17.56 559 | 9.80 555 | 6.21 563 | 16.12 507 | 13.23 592 | 38.18 628 | 39.67 598 | 27.00 585 | 39.73 606 | 37.55 622 | 31.30 638 | 20.39 564 | 21.52 576 | 3.44 624 | 2.05 629 | 0.81 563 | 1.10 598 | 1.89 557 | 5.72 621 |
|
| S-Stereo |  | 16.85 577 | 3.95 539 | 20.67 588 | 12.08 607 | 8.91 624 | 21.68 564 | 12.61 587 | 32.20 562 | 44.61 626 | 22.37 534 | 38.42 597 | 29.15 560 | 28.02 622 | 18.58 531 | 22.36 590 | 2.88 618 | 3.11 649 | 0.87 570 | 1.82 617 | 3.58 598 | 9.08 653 |
|
| DANet |  | 16.85 577 | 8.00 599 | 26.04 604 | 14.56 629 | 7.25 592 | 20.59 556 | 5.37 419 | 26.22 477 | 26.02 490 | 32.17 622 | 36.00 578 | 37.20 620 | 29.77 630 | 30.75 623 | 24.62 605 | 1.14 583 | 1.34 614 | 2.21 610 | 0.51 557 | 3.18 588 | 4.07 606 |
| 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 |  | 16.87 579 | 16.27 645 | 17.93 566 | 11.24 595 | 6.69 577 | 28.95 618 | 10.44 556 | 41.23 646 | 21.49 429 | 29.68 606 | 34.27 569 | 32.48 589 | 11.00 426 | 20.05 553 | 15.09 534 | 8.22 653 | 2.59 639 | 12.23 661 | 0.75 577 | 10.40 647 | 6.34 628 |
|
| PSMNet_ROB |  | 16.90 580 | 5.45 567 | 14.16 517 | 13.77 618 | 7.25 592 | 27.65 610 | 32.74 679 | 43.21 657 | 37.88 592 | 24.00 551 | 32.97 553 | 34.55 609 | 16.69 543 | 17.41 517 | 23.96 599 | 0.38 469 | 0.22 472 | 0.93 572 | 2.05 621 | 1.83 554 | 0.96 506 |
|
| GANet |  | 16.92 581 | 4.32 546 | 12.46 485 | 10.84 586 | 4.24 449 | 23.04 575 | 15.36 617 | 39.91 638 | 34.47 566 | 32.42 623 | 45.10 638 | 40.04 635 | 27.54 617 | 23.61 589 | 20.20 572 | 1.02 576 | 0.08 303 | 0.67 547 | 0.22 450 | 1.87 556 | 0.97 507 |
|
| Syn2CoEx |  | 17.03 582 | 10.40 616 | 25.65 603 | 20.35 648 | 8.02 611 | 26.28 601 | 11.27 569 | 37.16 620 | 32.69 554 | 28.89 598 | 40.17 607 | 29.27 562 | 26.63 612 | 19.19 540 | 17.63 554 | 0.98 571 | 0.54 573 | 1.23 592 | 0.23 459 | 1.82 553 | 2.24 574 |
|
| test_sample8 |  | 17.19 583 | 4.86 555 | 17.49 555 | 5.97 392 | 2.94 379 | 17.57 532 | 8.30 512 | 31.87 554 | 18.55 397 | 33.54 629 | 26.00 447 | 40.64 638 | 32.90 643 | 20.07 554 | 20.17 570 | 6.44 646 | 36.07 690 | 6.62 641 | 7.44 654 | 3.20 591 | 3.11 591 |
|
| NCCL2 |  | 17.23 584 | 6.37 582 | 14.30 523 | 23.45 661 | 7.18 591 | 24.16 581 | 17.05 630 | 34.39 591 | 25.88 484 | 31.55 616 | 38.01 593 | 42.09 645 | 26.81 613 | 20.94 572 | 22.69 593 | 0.45 492 | 0.23 480 | 2.63 618 | 1.80 616 | 2.02 563 | 2.57 578 |
|
| GASNet |  | 17.30 585 | 19.38 653 | 30.46 620 | 20.66 650 | 9.36 628 | 16.06 502 | 9.06 524 | 43.89 661 | 40.04 601 | 25.35 570 | 23.73 423 | 32.90 595 | 15.37 530 | 28.91 617 | 17.05 548 | 3.04 621 | 0.27 506 | 1.88 603 | 0.45 550 | 6.73 625 | 1.37 536 |
|
| ADCRef |  | 17.30 585 | 6.73 587 | 42.01 645 | 10.11 565 | 8.78 622 | 26.61 605 | 10.45 557 | 31.29 548 | 32.75 555 | 31.19 613 | 41.62 619 | 18.47 460 | 19.78 579 | 24.29 593 | 34.06 647 | 0.76 544 | 0.42 541 | 2.16 608 | 1.79 615 | 1.23 528 | 1.56 547 |
|
| XPNet_ROB |  | 17.33 587 | 4.84 553 | 15.44 534 | 11.15 592 | 6.64 574 | 20.88 557 | 16.10 620 | 36.26 610 | 39.54 596 | 31.80 620 | 41.32 614 | 41.30 642 | 23.91 597 | 24.67 594 | 27.40 621 | 1.07 580 | 0.74 590 | 0.79 556 | 0.25 475 | 1.10 519 | 1.31 533 |
|
| w-ln-seven-2 |  | 17.58 588 | 7.62 596 | 41.78 643 | 11.29 597 | 6.55 573 | 23.49 578 | 14.08 599 | 29.64 524 | 39.85 600 | 28.44 597 | 42.38 622 | 30.45 573 | 27.66 619 | 22.16 578 | 22.15 586 | 0.44 490 | 0.49 562 | 0.65 545 | 0.17 423 | 1.58 542 | 0.81 486 |
|
| RP |  | 17.58 588 | 4.92 559 | 15.27 533 | 15.44 635 | 11.95 647 | 21.05 559 | 11.75 579 | 27.64 494 | 45.09 629 | 22.99 543 | 42.05 621 | 39.39 631 | 27.74 620 | 25.54 600 | 22.33 589 | 5.45 639 | 0.59 578 | 4.33 630 | 1.62 614 | 3.53 597 | 2.86 586 |
|
| SuperB |  | 17.60 590 | 6.22 581 | 56.40 672 | 7.91 504 | 5.07 503 | 19.70 550 | 9.03 522 | 24.87 458 | 50.15 648 | 26.25 580 | 39.13 601 | 17.61 445 | 20.84 585 | 22.28 579 | 25.31 609 | 0.70 533 | 0.31 518 | 1.10 582 | 0.71 574 | 16.58 668 | 1.86 556 |
|
| ETE_ROB |  | 17.67 591 | 9.48 607 | 17.66 561 | 13.60 616 | 4.57 479 | 23.03 574 | 21.09 648 | 32.49 566 | 35.24 572 | 30.49 610 | 38.06 594 | 46.18 658 | 24.49 600 | 26.40 605 | 24.21 602 | 0.46 497 | 0.24 491 | 1.14 583 | 0.84 580 | 1.52 541 | 2.13 568 |
|
| APVNet |  | 17.75 592 | 5.46 568 | 20.35 587 | 12.31 609 | 8.40 614 | 30.16 622 | 24.10 662 | 41.14 645 | 30.12 525 | 25.08 565 | 41.09 612 | 31.24 577 | 23.12 593 | 27.07 608 | 27.86 627 | 0.34 460 | 0.56 576 | 3.02 623 | 0.52 558 | 1.68 549 | 1.45 541 |
|
| PWCDC_ROB |   | 17.80 593 | 9.62 608 | 18.38 570 | 17.95 642 | 7.74 603 | 24.61 586 | 5.56 431 | 34.41 592 | 52.79 653 | 29.66 605 | 50.20 654 | 20.63 483 | 19.69 578 | 29.85 622 | 20.87 574 | 6.18 643 | 0.26 502 | 0.10 403 | 0.05 317 | 5.36 619 | 2.00 563 |
|
| MDST_ROB |  | 17.92 594 | 1.60 331 | 13.68 509 | 13.88 622 | 6.44 571 | 43.05 664 | 14.86 607 | 42.74 653 | 41.66 607 | 43.25 658 | 42.85 626 | 28.43 556 | 17.28 553 | 29.35 619 | 16.06 541 | 0.88 565 | 0.11 364 | 0.63 542 | 0.47 552 | 0.50 422 | 0.64 462 |
|
| Nwc_Net |  | 17.98 595 | 4.67 551 | 17.79 565 | 14.26 625 | 11.65 645 | 25.14 593 | 14.88 608 | 40.85 642 | 39.83 599 | 21.07 518 | 43.24 628 | 34.50 608 | 27.64 618 | 26.44 607 | 25.03 606 | 3.22 623 | 0.18 441 | 2.52 617 | 3.18 630 | 1.98 559 | 1.51 544 |
|
| ADCP+ |  | 18.16 596 | 4.61 550 | 32.94 623 | 9.31 539 | 10.23 633 | 28.87 615 | 11.69 577 | 33.43 578 | 36.49 582 | 29.28 603 | 40.49 609 | 24.18 523 | 24.61 603 | 33.89 632 | 35.33 649 | 0.25 435 | 0.40 536 | 2.00 604 | 1.17 602 | 2.16 566 | 1.87 558 |
|
| Wz-Net-LNSev |  | 18.19 597 | 10.57 618 | 41.33 641 | 10.19 568 | 7.94 609 | 24.29 582 | 15.28 615 | 34.15 586 | 43.38 620 | 32.90 626 | 43.72 632 | 31.94 584 | 22.21 589 | 20.81 571 | 22.26 587 | 0.47 498 | 0.22 472 | 0.00 1 | 0.02 239 | 1.22 527 | 0.94 505 |
|
| PWC_ROB |   | 18.37 598 | 10.55 617 | 25.19 601 | 10.21 569 | 6.29 570 | 23.75 579 | 4.79 408 | 35.93 607 | 48.75 640 | 32.56 624 | 44.46 637 | 34.68 610 | 24.78 605 | 30.99 624 | 25.72 614 | 1.38 591 | 0.08 303 | 1.57 598 | 0.26 481 | 2.18 567 | 3.17 596 |
|
| AF-Net |  | 18.38 599 | 5.60 570 | 14.21 519 | 15.95 636 | 10.78 636 | 22.26 568 | 10.45 557 | 35.39 601 | 50.22 649 | 24.71 561 | 37.77 590 | 41.55 643 | 29.24 628 | 29.11 618 | 26.67 615 | 4.35 634 | 0.06 238 | 4.56 632 | 0.90 583 | 2.42 568 | 1.38 537 |
|
| stereogan |  | 18.62 600 | 3.07 512 | 16.31 548 | 13.04 613 | 9.99 631 | 35.74 645 | 9.09 525 | 38.17 627 | 45.27 630 | 24.39 560 | 41.24 613 | 39.93 633 | 25.46 609 | 31.29 626 | 24.33 604 | 1.80 598 | 0.91 604 | 2.71 620 | 0.75 577 | 5.15 617 | 3.70 597 |
|
| edge stereo |  | 18.75 601 | 5.12 560 | 17.66 561 | 10.77 585 | 7.84 607 | 22.41 570 | 11.03 565 | 35.23 600 | 42.07 613 | 34.62 634 | 42.74 624 | 41.28 641 | 35.50 649 | 25.14 598 | 24.17 601 | 2.42 612 | 2.42 638 | 6.35 640 | 1.45 610 | 2.89 581 | 3.80 598 |
|
| RYNet |  | 18.92 602 | 4.69 552 | 16.88 552 | 10.99 589 | 15.84 660 | 46.72 667 | 16.57 626 | 37.84 624 | 48.03 635 | 26.92 583 | 26.48 457 | 37.84 625 | 24.92 607 | 19.80 548 | 31.04 640 | 0.25 435 | 0.25 499 | 0.62 541 | 0.03 264 | 6.34 624 | 6.39 629 |
|
| Wz-Net-MNSev |  | 18.98 603 | 6.53 584 | 33.16 625 | 10.15 567 | 7.26 594 | 38.37 655 | 16.45 624 | 34.19 588 | 43.20 618 | 30.65 611 | 40.76 610 | 40.51 637 | 19.24 575 | 27.56 610 | 28.06 632 | 0.81 556 | 0.26 502 | 0.05 327 | 0.10 382 | 1.45 540 | 0.84 491 |
|
| LALA_ROB |  | 19.19 604 | 7.15 593 | 15.93 542 | 12.96 612 | 5.30 523 | 28.30 613 | 23.21 660 | 42.51 650 | 36.69 583 | 33.45 628 | 40.81 611 | 50.96 670 | 24.53 601 | 27.92 612 | 25.66 612 | 0.60 520 | 0.44 548 | 2.04 605 | 1.22 604 | 2.54 572 | 1.47 542 |
|
| aanetorigin |  | 19.21 605 | 12.59 630 | 53.50 659 | 9.67 551 | 7.83 606 | 11.85 410 | 13.87 597 | 17.05 342 | 34.15 563 | 49.18 668 | 48.89 650 | 34.05 605 | 30.22 632 | 22.86 584 | 28.00 631 | 1.01 575 | 0.75 592 | 0.67 547 | 0.89 582 | 3.07 584 | 4.14 607 |
|
| SGM_RVC |   | 19.52 606 | 2.12 458 | 6.79 258 | 6.59 440 | 1.33 228 | 38.20 654 | 15.74 618 | 38.13 626 | 34.07 561 | 45.71 663 | 41.91 620 | 51.41 671 | 38.10 656 | 38.77 659 | 27.80 626 | 0.61 524 | 0.36 531 | 0.51 531 | 0.33 515 | 1.03 514 | 0.90 500 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| RTSC |  | 19.64 607 | 9.36 604 | 31.06 621 | 10.99 589 | 6.24 567 | 28.10 612 | 10.14 551 | 37.50 623 | 58.34 676 | 31.74 618 | 36.70 582 | 32.50 591 | 21.03 587 | 36.00 648 | 37.24 659 | 1.23 586 | 0.44 548 | 0.12 420 | 0.31 507 | 1.98 559 | 1.69 553 |
|
| NCC-stereo |  | 19.75 608 | 6.08 574 | 23.96 596 | 15.05 631 | 16.17 661 | 18.42 539 | 21.45 649 | 43.31 659 | 41.00 605 | 24.30 555 | 38.12 595 | 34.98 611 | 26.92 614 | 35.46 640 | 25.65 610 | 4.29 632 | 2.07 631 | 3.24 626 | 8.90 664 | 2.86 579 | 2.86 586 |
|
| Abc-Net |  | 19.75 608 | 6.08 574 | 23.96 596 | 15.05 631 | 16.17 661 | 18.42 539 | 21.45 649 | 43.31 659 | 41.00 605 | 24.30 555 | 38.12 595 | 34.98 611 | 26.92 614 | 35.46 640 | 25.65 610 | 4.29 632 | 2.07 631 | 3.24 626 | 8.90 664 | 2.86 579 | 2.86 586 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| DGSMNet |  | 19.79 610 | 12.06 629 | 33.43 626 | 13.79 619 | 16.23 663 | 22.97 573 | 15.88 619 | 35.41 602 | 41.96 611 | 19.90 492 | 32.16 542 | 35.60 614 | 18.14 566 | 29.48 621 | 23.10 594 | 3.85 628 | 3.89 660 | 6.16 639 | 4.75 644 | 13.56 658 | 13.44 667 |
|
| RGC |  | 19.90 611 | 13.26 633 | 20.24 586 | 18.19 643 | 14.06 656 | 21.21 560 | 14.33 601 | 34.97 596 | 43.60 622 | 27.73 592 | 41.49 617 | 39.76 632 | 27.98 621 | 34.52 635 | 21.37 575 | 3.66 627 | 0.54 573 | 8.67 653 | 4.16 641 | 4.19 605 | 4.02 604 |
|
| DeepPrunerF |  | 19.92 612 | 11.02 625 | 44.29 646 | 20.74 651 | 17.75 665 | 19.19 546 | 22.57 654 | 36.86 617 | 49.93 644 | 25.48 571 | 36.62 581 | 24.69 530 | 23.97 598 | 23.44 587 | 21.79 580 | 2.68 616 | 1.63 624 | 5.70 636 | 3.95 638 | 3.38 596 | 2.67 581 |
|
| WCMA_ROB |  | 20.02 613 | 4.30 545 | 19.72 581 | 9.47 546 | 7.00 587 | 32.71 636 | 13.99 598 | 31.97 556 | 32.48 551 | 41.51 653 | 52.00 659 | 44.09 649 | 36.14 651 | 32.43 628 | 24.29 603 | 6.19 644 | 2.79 645 | 1.09 581 | 1.10 598 | 3.95 602 | 3.13 594 |
|
| MSAF-DinoV2 |  | 20.61 614 | 7.35 594 | 24.41 598 | 11.43 600 | 4.88 489 | 30.12 621 | 16.70 627 | 39.67 636 | 54.27 657 | 22.75 539 | 32.01 538 | 48.05 664 | 30.44 634 | 37.52 653 | 40.45 667 | 0.72 537 | 0.50 564 | 0.44 522 | 1.23 605 | 4.64 609 | 4.54 613 |
|
| psmorigin |  | 20.95 615 | 10.24 615 | 35.84 628 | 9.75 553 | 7.05 588 | 24.59 585 | 10.11 548 | 32.85 572 | 32.17 547 | 43.09 656 | 54.57 669 | 42.79 646 | 36.62 652 | 35.99 647 | 27.41 622 | 1.58 593 | 2.72 643 | 0.79 556 | 1.05 595 | 3.26 594 | 6.50 630 |
|
| SANet |  | 20.96 616 | 6.60 585 | 29.81 615 | 8.83 526 | 3.19 391 | 31.27 629 | 20.56 646 | 41.86 648 | 56.09 668 | 39.30 648 | 43.62 630 | 44.95 651 | 31.93 640 | 27.83 611 | 23.67 596 | 0.94 567 | 0.52 571 | 0.99 575 | 0.42 540 | 4.72 611 | 2.03 565 |
|
| FBW_ROB |  | 21.00 617 | 10.23 614 | 22.72 594 | 13.71 617 | 6.77 579 | 30.49 627 | 16.46 625 | 44.58 662 | 43.57 621 | 44.25 661 | 39.59 604 | 43.27 648 | 26.12 611 | 33.96 633 | 21.80 581 | 2.58 615 | 1.84 627 | 7.14 651 | 2.78 628 | 4.00 603 | 4.06 605 |
|
| w-ln-seven |  | 21.04 618 | 9.30 602 | 55.15 670 | 11.32 598 | 9.98 630 | 30.27 623 | 18.05 637 | 37.06 619 | 55.12 664 | 36.70 640 | 43.26 629 | 33.73 601 | 22.90 591 | 22.63 582 | 29.52 635 | 0.39 478 | 0.18 441 | 0.85 566 | 0.16 418 | 2.75 576 | 1.47 542 |
|
| z-mn7 |  | 21.05 619 | 9.91 610 | 45.96 651 | 11.27 596 | 5.23 514 | 33.41 638 | 15.27 614 | 35.65 604 | 57.07 672 | 26.62 582 | 53.08 661 | 32.21 587 | 24.80 606 | 35.65 643 | 30.93 639 | 0.49 501 | 0.25 499 | 0.55 535 | 0.11 392 | 1.62 544 | 0.90 500 |
|
| SQANet |  | 21.24 620 | 24.08 664 | 19.60 579 | 26.40 666 | 18.74 667 | 30.87 628 | 9.24 528 | 32.70 569 | 29.58 516 | 25.25 567 | 33.37 559 | 33.47 599 | 19.19 574 | 28.11 616 | 18.32 558 | 10.87 662 | 2.92 647 | 26.49 678 | 5.65 649 | 18.43 672 | 11.48 662 |
|
| G-Net |  | 21.25 621 | 8.24 600 | 37.97 634 | 15.14 634 | 9.26 627 | 50.87 673 | 16.80 629 | 27.96 496 | 30.54 527 | 38.92 645 | 42.93 627 | 33.27 596 | 32.17 641 | 27.99 614 | 25.25 608 | 4.40 635 | 3.83 657 | 3.60 629 | 0.97 592 | 7.91 635 | 6.95 636 |
|
| SHD |  | 21.32 622 | 10.03 611 | 30.16 618 | 14.30 626 | 8.68 617 | 24.15 580 | 8.93 520 | 40.82 641 | 61.17 681 | 35.79 637 | 44.15 635 | 38.73 627 | 30.20 631 | 33.88 631 | 31.09 641 | 2.00 601 | 0.81 595 | 1.17 584 | 1.55 611 | 4.08 604 | 4.78 615 |
|
| MultiAttention |  | 21.34 623 | 1.48 279 | 14.65 527 | 12.08 607 | 4.10 444 | 63.05 691 | 95.71 720 | 42.52 651 | 41.89 610 | 15.33 386 | 30.20 506 | 28.14 554 | 7.73 354 | 44.07 670 | 13.67 519 | 0.84 560 | 0.27 506 | 1.06 577 | 1.58 613 | 4.47 608 | 3.88 602 |
|
| CSAN |  | 21.34 623 | 9.45 606 | 23.34 595 | 20.99 653 | 4.95 493 | 32.57 634 | 34.26 680 | 38.83 632 | 49.95 646 | 36.97 642 | 39.72 605 | 44.97 652 | 31.73 639 | 26.05 602 | 23.94 598 | 1.52 592 | 0.47 557 | 0.85 566 | 1.43 609 | 2.73 575 | 2.14 571 |
|
| UDG |  | 21.45 625 | 14.84 639 | 14.44 525 | 21.30 656 | 20.08 669 | 32.05 633 | 13.76 596 | 35.98 609 | 35.52 575 | 25.93 574 | 30.69 511 | 37.26 621 | 30.66 635 | 21.97 576 | 19.89 569 | 10.88 664 | 5.55 665 | 22.78 673 | 7.65 657 | 14.83 664 | 13.05 666 |
|
| ADCL |  | 21.64 626 | 6.20 578 | 47.32 653 | 9.93 560 | 6.91 586 | 38.69 658 | 19.97 644 | 31.26 546 | 54.04 655 | 27.89 593 | 47.97 647 | 31.35 580 | 30.66 635 | 33.18 630 | 36.62 654 | 0.99 572 | 0.92 605 | 2.63 618 | 1.82 617 | 2.45 569 | 2.13 568 |
|
| ADCPNet |  | 21.93 627 | 9.38 605 | 57.92 674 | 11.76 603 | 6.88 584 | 36.03 646 | 18.44 639 | 32.80 571 | 35.93 577 | 32.91 627 | 43.80 633 | 39.21 630 | 26.99 616 | 31.14 625 | 36.94 656 | 2.05 602 | 2.67 642 | 2.30 612 | 3.45 634 | 4.22 606 | 3.82 599 |
|
| zh-mn7 |  | 21.99 628 | 13.21 632 | 53.55 662 | 10.73 582 | 5.68 542 | 27.38 609 | 14.94 609 | 34.53 594 | 56.55 670 | 40.02 649 | 57.13 673 | 31.28 578 | 23.73 596 | 35.83 645 | 30.28 637 | 0.95 569 | 0.44 548 | 0.22 478 | 0.19 438 | 1.26 530 | 1.86 556 |
|
| CC-Net-ROB |  | 22.04 629 | 22.91 661 | 28.86 610 | 14.05 623 | 8.73 619 | 33.79 639 | 15.26 613 | 46.84 666 | 36.06 579 | 33.72 630 | 32.10 540 | 35.47 613 | 24.02 599 | 23.57 588 | 27.88 628 | 8.95 656 | 2.95 648 | 24.94 675 | 3.68 635 | 12.41 656 | 4.62 614 |
|
| MeshStereo |   | 22.27 630 | 6.87 589 | 11.15 464 | 7.69 496 | 4.87 488 | 37.70 652 | 13.06 590 | 41.64 647 | 36.95 585 | 50.92 671 | 53.41 664 | 58.12 676 | 41.93 668 | 37.73 655 | 27.62 625 | 2.52 614 | 2.37 637 | 2.99 622 | 2.07 622 | 3.09 585 | 2.60 579 |
| 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 |  | 22.66 631 | 19.69 655 | 14.64 526 | 24.11 662 | 22.38 673 | 24.84 587 | 17.71 634 | 30.36 535 | 30.32 526 | 29.02 599 | 37.31 588 | 37.63 623 | 24.66 604 | 24.67 594 | 17.08 549 | 18.42 673 | 7.92 673 | 26.43 677 | 11.81 672 | 17.23 669 | 16.95 673 |
|
| Wz-Net-SNSev |  | 22.67 632 | 16.94 647 | 45.69 649 | 13.85 621 | 8.52 616 | 28.89 616 | 27.06 669 | 39.39 634 | 55.04 662 | 31.77 619 | 53.23 662 | 39.18 629 | 23.41 595 | 26.40 605 | 36.25 652 | 0.78 547 | 0.21 462 | 1.21 588 | 0.90 583 | 3.03 583 | 1.62 549 |
|
| ADCMid |  | 22.76 633 | 10.75 620 | 41.73 642 | 11.23 594 | 7.97 610 | 27.26 608 | 19.18 643 | 35.44 603 | 38.02 593 | 40.23 650 | 46.38 642 | 36.56 618 | 42.70 669 | 38.20 657 | 40.75 668 | 1.77 596 | 1.43 618 | 3.05 624 | 3.81 637 | 4.96 613 | 3.82 599 |
|
| MSMD_ROB |  | 22.90 634 | 9.64 609 | 14.76 530 | 17.46 641 | 9.88 629 | 34.94 641 | 18.83 640 | 33.67 581 | 37.47 586 | 40.97 652 | 59.80 677 | 45.93 656 | 38.34 658 | 31.74 627 | 23.24 595 | 6.22 645 | 3.58 654 | 8.78 654 | 11.03 670 | 6.76 627 | 5.06 619 |
|
| LE_ROB |  | 22.93 635 | 3.07 512 | 14.02 514 | 7.70 497 | 2.86 371 | 31.99 632 | 17.35 632 | 28.10 500 | 67.19 693 | 70.51 695 | 55.61 672 | 49.07 665 | 47.62 675 | 24.76 597 | 36.49 653 | 0.35 463 | 0.20 454 | 0.27 491 | 0.55 562 | 0.48 408 | 0.44 414 |
|
| zh-sn7 |  | 23.03 636 | 15.48 641 | 50.25 655 | 14.08 624 | 7.77 605 | 26.71 606 | 23.32 661 | 36.59 613 | 48.43 638 | 33.80 631 | 51.71 657 | 33.34 598 | 33.77 645 | 39.91 663 | 37.07 657 | 0.60 520 | 0.86 598 | 0.54 534 | 0.35 520 | 3.18 588 | 2.85 584 |
|
| DStereoO |  | 23.30 637 | 15.58 642 | 13.92 511 | 14.76 630 | 8.35 613 | 16.44 516 | 16.19 622 | 33.98 583 | 39.60 597 | 30.48 609 | 28.08 473 | 31.65 583 | 32.30 642 | 41.39 666 | 27.39 620 | 48.20 692 | 3.83 657 | 28.72 679 | 3.33 633 | 25.98 679 | 5.78 622 |
|
| AnyNet_C32 |  | 23.37 638 | 13.28 634 | 40.29 638 | 12.36 610 | 11.44 642 | 30.39 624 | 29.15 674 | 31.36 549 | 44.90 628 | 35.36 635 | 48.86 648 | 33.61 600 | 34.20 646 | 43.15 669 | 41.62 674 | 1.27 587 | 1.35 615 | 1.18 586 | 2.58 626 | 4.77 612 | 6.27 627 |
|
| SGM-ForestM |  | 23.72 639 | 2.44 479 | 9.13 391 | 7.43 485 | 2.25 329 | 44.80 666 | 19.11 642 | 44.90 663 | 49.97 647 | 50.74 670 | 51.18 655 | 62.06 684 | 45.83 673 | 44.96 671 | 33.88 646 | 1.00 573 | 0.84 597 | 0.78 554 | 0.62 567 | 1.29 532 | 1.11 521 |
|
| MFN_U_SF_DS_RVC |  | 23.92 640 | 13.60 635 | 30.09 617 | 25.46 664 | 10.02 632 | 38.51 656 | 20.40 645 | 35.77 606 | 43.76 623 | 42.15 654 | 47.10 646 | 39.99 634 | 28.20 624 | 35.96 646 | 27.06 618 | 3.64 626 | 3.85 659 | 6.66 644 | 16.30 678 | 4.97 614 | 4.98 618 |
|
| ccnet |  | 24.02 641 | 16.16 644 | 21.70 591 | 11.83 605 | 17.75 665 | 37.87 653 | 16.18 621 | 45.46 665 | 31.93 543 | 36.99 643 | 46.46 645 | 38.76 628 | 29.52 629 | 37.55 654 | 40.93 671 | 9.20 657 | 6.29 667 | 9.63 656 | 7.71 659 | 11.19 651 | 7.21 641 |
|
| PSMNet-RUCA |  | 24.03 642 | 26.83 667 | 40.96 640 | 35.46 674 | 34.27 680 | 16.24 513 | 9.79 538 | 39.82 637 | 31.45 535 | 31.49 615 | 41.54 618 | 36.82 619 | 26.02 610 | 27.92 612 | 15.09 534 | 11.51 668 | 2.06 630 | 20.58 670 | 8.10 662 | 15.83 666 | 8.74 650 |
|
| XQC |  | 24.10 643 | 16.76 646 | 50.68 656 | 21.37 657 | 11.01 638 | 35.24 643 | 18.84 641 | 37.28 622 | 55.11 663 | 31.64 617 | 30.06 505 | 37.71 624 | 30.31 633 | 37.17 651 | 39.66 664 | 4.20 631 | 0.41 537 | 2.76 621 | 1.89 619 | 11.46 655 | 8.42 649 |
|
| FC-DCNN |   | 24.37 644 | 10.99 624 | 19.02 574 | 18.44 644 | 9.16 625 | 36.98 649 | 23.07 658 | 40.44 639 | 43.05 617 | 46.25 665 | 53.58 666 | 50.44 667 | 37.86 655 | 35.45 639 | 27.57 624 | 6.87 650 | 3.37 650 | 6.01 637 | 4.88 645 | 7.86 634 | 6.05 624 |
|
| DPSNet |  | 24.40 645 | 6.97 592 | 33.14 624 | 11.16 593 | 6.54 572 | 53.33 676 | 43.32 688 | 51.28 678 | 59.37 679 | 30.89 612 | 39.36 602 | 40.35 636 | 34.30 647 | 32.57 629 | 25.09 607 | 4.65 637 | 1.62 623 | 0.37 517 | 0.66 570 | 8.51 640 | 4.44 611 |
|
| FC-DCNN v2 |   | 24.44 646 | 10.97 623 | 18.53 571 | 18.49 645 | 9.18 626 | 37.41 651 | 23.03 657 | 40.91 643 | 43.02 616 | 46.46 666 | 54.06 667 | 50.67 668 | 38.26 657 | 35.41 638 | 27.52 623 | 6.85 649 | 3.38 651 | 6.03 638 | 4.89 646 | 7.82 633 | 5.94 623 |
|
| PDISCO_ROB |  | 24.45 647 | 9.24 601 | 29.28 613 | 28.68 669 | 19.96 668 | 37.14 650 | 15.33 616 | 45.04 664 | 54.69 659 | 29.24 602 | 42.67 623 | 46.07 657 | 28.17 623 | 35.35 637 | 30.30 638 | 9.92 659 | 2.13 633 | 6.90 645 | 3.20 631 | 8.74 641 | 6.87 635 |
|
| Wz-Net-TNSev |  | 25.12 648 | 20.16 656 | 57.98 675 | 9.56 548 | 7.42 597 | 42.73 663 | 22.27 652 | 35.14 598 | 53.46 654 | 35.97 639 | 42.74 624 | 45.83 654 | 39.87 662 | 36.56 649 | 34.73 648 | 1.82 599 | 1.51 621 | 0.76 553 | 1.34 608 | 5.84 623 | 6.80 633 |
|
| EDNetEfficient |  | 25.16 649 | 22.23 660 | 77.22 700 | 9.09 533 | 7.38 595 | 19.38 547 | 16.78 628 | 21.41 418 | 55.74 667 | 61.52 686 | 53.51 665 | 36.22 616 | 40.65 666 | 24.22 591 | 38.27 661 | 0.62 527 | 0.74 590 | 0.86 569 | 2.60 627 | 7.70 631 | 7.09 638 |
|
| WZ-Net |  | 25.17 650 | 12.95 631 | 63.02 679 | 15.13 633 | 10.42 635 | 38.51 656 | 27.42 671 | 40.46 640 | 54.17 656 | 28.32 596 | 52.95 660 | 40.81 639 | 28.36 625 | 37.07 650 | 41.35 673 | 1.21 585 | 0.21 462 | 0.73 551 | 0.94 589 | 5.42 621 | 3.87 601 |
|
| AANet |  | 25.23 651 | 25.90 666 | 70.86 693 | 8.25 516 | 6.82 581 | 24.45 583 | 10.96 563 | 32.18 559 | 56.29 669 | 56.40 677 | 51.41 656 | 47.70 662 | 40.20 663 | 25.76 601 | 35.38 650 | 2.68 616 | 0.32 521 | 0.99 575 | 0.43 543 | 3.80 601 | 3.92 603 |
|
| GANetREF_RVC |   | 25.41 652 | 29.28 669 | 24.63 599 | 25.18 663 | 6.04 560 | 30.44 625 | 35.39 683 | 47.84 669 | 50.60 650 | 36.88 641 | 36.04 579 | 34.11 607 | 31.23 637 | 37.46 652 | 27.96 630 | 8.58 654 | 2.66 641 | 16.29 666 | 4.95 647 | 14.37 663 | 8.32 648 |
| 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 |  | 25.59 653 | 14.91 640 | 18.83 573 | 28.55 668 | 15.68 659 | 39.29 659 | 18.16 638 | 42.83 656 | 41.69 608 | 44.43 662 | 51.94 658 | 50.82 669 | 39.22 661 | 34.59 636 | 27.29 619 | 6.05 642 | 3.63 655 | 7.01 648 | 6.41 650 | 10.35 646 | 10.17 660 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| DStereoSA |  | 26.02 654 | 16.00 643 | 36.80 631 | 23.05 660 | 13.50 652 | 27.80 611 | 20.87 647 | 49.24 673 | 58.93 677 | 26.92 583 | 36.89 583 | 29.48 564 | 37.74 654 | 38.81 660 | 26.96 616 | 7.13 651 | 7.34 672 | 15.03 664 | 11.26 671 | 21.25 674 | 15.34 669 |
|
| ADCS |  | 26.20 655 | 13.71 636 | 46.90 652 | 14.51 628 | 10.34 634 | 30.46 626 | 22.72 656 | 42.81 655 | 57.61 675 | 42.58 655 | 49.37 652 | 41.91 644 | 40.43 664 | 41.90 668 | 44.58 679 | 2.37 609 | 2.19 635 | 2.37 615 | 3.29 632 | 7.32 629 | 6.52 631 |
|
| DStereoFS |  | 26.88 656 | 21.28 659 | 29.50 614 | 18.65 646 | 12.35 649 | 29.13 619 | 13.04 589 | 50.34 677 | 47.29 633 | 35.95 638 | 44.38 636 | 36.32 617 | 41.02 667 | 51.90 684 | 33.82 644 | 7.92 652 | 5.83 666 | 15.86 665 | 9.22 666 | 17.41 671 | 16.41 671 |
|
| DLNR_Zeroshot_test |   | 27.62 657 | 51.32 684 | 91.46 712 | 98.51 722 | 98.03 723 | 3.10 59 | 0.50 70 | 30.95 542 | 7.65 226 | 8.16 250 | 15.68 309 | 7.31 261 | 1.63 85 | 11.87 345 | 4.21 329 | 40.37 686 | 0.87 600 | 0.06 350 | 0.34 518 | 80.23 711 | 0.24 332 |
|
| DLNR-FE |  | 27.66 658 | 51.31 683 | 91.55 714 | 98.52 723 | 97.91 722 | 3.10 59 | 0.50 70 | 31.55 551 | 7.66 227 | 8.18 251 | 15.67 307 | 7.31 261 | 1.63 85 | 11.88 346 | 4.21 329 | 40.23 685 | 0.89 603 | 0.06 350 | 0.34 518 | 80.38 712 | 0.24 332 |
|
| MFN_U_SF_RVC |  | 28.16 659 | 14.14 638 | 53.23 658 | 21.11 654 | 7.91 608 | 39.97 660 | 13.13 591 | 51.65 680 | 46.34 632 | 47.41 667 | 53.38 663 | 55.32 674 | 40.53 665 | 38.47 658 | 39.74 665 | 5.67 641 | 4.46 661 | 6.98 647 | 8.73 663 | 7.47 630 | 7.44 643 |
|
| PASM |  | 28.19 660 | 17.35 648 | 48.18 654 | 22.49 659 | 22.20 672 | 25.92 598 | 25.84 667 | 34.35 590 | 49.45 642 | 35.37 636 | 39.48 603 | 46.72 660 | 33.36 644 | 34.28 634 | 36.77 655 | 11.73 669 | 14.94 680 | 17.43 669 | 22.18 680 | 13.45 657 | 12.32 665 |
|
| EDNetEfficientorigin |  | 28.98 661 | 35.45 676 | 99.82 726 | 9.43 541 | 5.65 540 | 24.97 590 | 14.79 606 | 26.06 474 | 54.82 660 | 60.87 682 | 57.59 674 | 45.42 653 | 50.27 678 | 26.11 603 | 43.62 676 | 0.30 450 | 0.37 532 | 1.61 599 | 2.35 624 | 10.17 645 | 9.99 659 |
|
| AnyNet_C01 |  | 29.76 662 | 25.78 665 | 75.37 698 | 17.03 639 | 11.34 640 | 49.00 671 | 27.12 670 | 37.99 625 | 40.05 602 | 40.73 651 | 65.13 688 | 46.98 661 | 38.86 660 | 46.63 672 | 48.19 684 | 2.14 603 | 2.13 633 | 2.13 607 | 2.56 625 | 8.14 637 | 7.98 647 |
|
| LSM |  | 29.98 663 | 19.52 654 | 55.11 669 | 19.06 647 | 53.75 693 | 32.57 634 | 23.17 659 | 42.61 652 | 48.57 639 | 45.97 664 | 55.04 671 | 42.93 647 | 36.02 650 | 35.63 642 | 27.03 617 | 2.33 607 | 9.19 674 | 4.87 633 | 7.71 659 | 10.65 649 | 27.91 683 |
|
| RTS |  | 30.15 664 | 23.12 662 | 96.33 716 | 16.71 637 | 11.63 643 | 58.66 685 | 24.28 663 | 36.80 615 | 62.63 685 | 43.79 659 | 46.10 640 | 32.56 592 | 43.90 670 | 51.29 680 | 40.92 669 | 2.38 610 | 0.66 584 | 1.06 577 | 0.74 575 | 5.11 615 | 4.34 609 |
|
| RTSA |  | 30.15 664 | 23.12 662 | 96.33 716 | 16.71 637 | 11.63 643 | 58.66 685 | 24.28 663 | 36.80 615 | 62.63 685 | 43.79 659 | 46.10 640 | 32.56 592 | 43.90 670 | 51.29 680 | 40.92 669 | 2.38 610 | 0.66 584 | 1.06 577 | 0.74 575 | 5.11 615 | 4.34 609 |
|
| DispFullNet |  | 30.27 666 | 31.74 671 | 58.63 676 | 30.13 671 | 28.18 677 | 31.79 631 | 8.94 521 | 37.16 620 | 54.68 658 | 32.60 625 | 37.99 592 | 44.62 650 | 28.80 627 | 41.55 667 | 27.93 629 | 11.94 670 | 3.46 652 | 35.53 683 | 12.34 673 | 30.08 682 | 17.26 674 |
|
| coex-ft |  | 30.77 667 | 38.58 679 | 93.29 715 | 9.44 544 | 5.62 538 | 34.95 642 | 25.30 666 | 30.83 540 | 59.36 678 | 73.23 699 | 58.53 675 | 45.92 655 | 47.29 674 | 29.44 620 | 45.30 680 | 1.37 589 | 1.65 625 | 0.95 573 | 0.96 591 | 8.35 639 | 4.96 617 |
|
| MANE |  | 31.97 668 | 10.75 620 | 17.71 564 | 20.94 652 | 13.77 654 | 47.80 669 | 26.85 668 | 53.00 683 | 55.20 665 | 59.29 678 | 64.30 685 | 64.93 688 | 56.31 688 | 51.83 683 | 38.69 663 | 9.61 658 | 4.72 662 | 6.91 646 | 19.93 679 | 9.20 642 | 7.64 645 |
|
| otaku |  | 33.18 669 | 35.99 677 | 52.93 657 | 40.01 677 | 21.41 670 | 55.08 677 | 17.25 631 | 43.30 658 | 61.58 682 | 39.25 647 | 49.16 651 | 46.61 659 | 28.49 626 | 39.77 662 | 28.76 633 | 18.56 674 | 7.00 671 | 31.82 681 | 9.61 667 | 21.53 676 | 15.48 670 |
|
| PVD |  | 33.19 670 | 18.59 650 | 37.64 633 | 26.09 665 | 16.99 664 | 33.25 637 | 42.25 687 | 51.42 679 | 66.03 691 | 52.65 674 | 64.31 686 | 51.93 672 | 55.13 684 | 51.61 682 | 40.40 666 | 4.00 630 | 3.51 653 | 9.53 655 | 4.26 642 | 10.62 648 | 23.56 678 |
|
| ELAS |   | 33.68 671 | 18.95 651 | 36.71 630 | 20.64 649 | 13.61 653 | 56.43 678 | 35.14 682 | 50.03 676 | 49.90 643 | 60.58 681 | 63.83 683 | 58.64 679 | 53.36 680 | 50.73 678 | 44.44 678 | 11.03 665 | 6.58 669 | 10.02 657 | 7.43 653 | 13.58 660 | 11.94 664 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ELAS_RVC |   | 33.79 672 | 19.15 652 | 35.97 629 | 21.28 655 | 13.79 655 | 52.58 674 | 36.11 684 | 48.96 672 | 55.66 666 | 61.47 685 | 62.91 679 | 58.35 678 | 53.55 681 | 53.37 686 | 42.23 675 | 11.25 667 | 6.64 670 | 10.32 658 | 7.05 652 | 13.56 658 | 11.58 663 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| SAMSARA |  | 34.43 673 | 18.53 649 | 31.91 622 | 55.34 687 | 35.34 681 | 75.99 705 | 94.71 719 | 47.97 670 | 50.84 651 | 37.47 644 | 36.99 586 | 53.12 673 | 38.55 659 | 39.56 661 | 38.65 662 | 3.59 625 | 5.40 664 | 2.22 611 | 3.72 636 | 9.43 643 | 9.29 655 |
|
| Ntro |  | 34.97 674 | 37.63 678 | 54.53 665 | 43.26 681 | 22.45 674 | 57.73 683 | 21.97 651 | 47.14 668 | 64.21 688 | 39.12 646 | 48.86 648 | 47.93 663 | 36.94 653 | 40.66 664 | 29.83 636 | 17.16 672 | 6.51 668 | 32.70 682 | 10.17 668 | 24.06 677 | 16.48 672 |
|
| BEATNet-Init1 |  | 35.08 675 | 20.64 657 | 54.70 667 | 27.43 667 | 12.00 648 | 58.29 684 | 31.01 677 | 52.58 682 | 57.49 674 | 60.36 680 | 62.98 680 | 69.98 691 | 55.54 686 | 53.00 685 | 44.40 677 | 4.61 636 | 2.84 646 | 7.05 649 | 6.89 651 | 10.97 650 | 8.94 652 |
|
| ACVNet-4b |  | 36.40 676 | 52.20 685 | 56.11 671 | 42.45 680 | 21.78 671 | 48.56 670 | 14.37 602 | 49.50 674 | 60.15 680 | 43.17 657 | 46.38 642 | 55.62 675 | 24.56 602 | 38.15 656 | 21.97 582 | 25.13 679 | 3.66 656 | 46.93 686 | 33.56 687 | 25.97 678 | 17.74 675 |
|
| MSC_U_SF_DS_RVC |  | 37.16 677 | 34.69 674 | 53.68 663 | 37.47 676 | 12.55 651 | 56.80 681 | 22.63 655 | 52.02 681 | 63.29 687 | 66.20 691 | 63.82 682 | 58.12 676 | 53.73 683 | 51.21 679 | 46.48 681 | 8.79 655 | 5.31 663 | 14.69 663 | 15.22 677 | 17.27 670 | 9.21 654 |
|
| GCST |   | 37.32 678 | 40.98 680 | 25.25 602 | 92.15 717 | 35.59 682 | 25.00 591 | 1.02 119 | 25.45 463 | 19.73 406 | 26.01 577 | 15.21 303 | 19.51 477 | 4.75 238 | 16.71 509 | 4.32 333 | 80.90 711 | 35.46 689 | 87.50 717 | 74.71 707 | 73.21 707 | 42.99 693 |
|
| ACVNet_1 |  | 41.30 679 | 49.46 682 | 64.91 684 | 44.67 682 | 25.07 675 | 49.43 672 | 25.23 665 | 55.33 685 | 65.87 690 | 59.72 679 | 59.33 676 | 63.43 686 | 48.79 677 | 49.63 676 | 37.09 658 | 19.05 675 | 9.82 675 | 38.29 684 | 13.97 676 | 28.67 680 | 18.23 677 |
|
| light-stereo |  | 41.36 680 | 29.75 670 | 55.07 668 | 54.98 686 | 49.52 688 | 36.70 647 | 17.57 633 | 46.92 667 | 51.01 652 | 53.58 675 | 54.47 668 | 62.25 685 | 35.15 648 | 48.78 674 | 33.36 642 | 34.63 682 | 26.20 686 | 20.76 671 | 28.59 683 | 46.39 687 | 41.49 692 |
|
| Consistency-Raft |  | 41.82 681 | 35.10 675 | 44.56 648 | 32.85 672 | 41.39 686 | 46.76 668 | 34.76 681 | 57.01 687 | 54.94 661 | 32.10 621 | 65.22 689 | 30.82 574 | 48.46 676 | 40.81 665 | 48.77 685 | 27.39 680 | 34.28 688 | 42.92 685 | 51.66 697 | 39.28 684 | 27.28 680 |
|
| NVStereoNet_ROB |  | 41.93 682 | 32.40 672 | 44.55 647 | 36.60 675 | 27.78 676 | 34.52 640 | 32.38 678 | 48.84 671 | 57.18 673 | 69.34 694 | 75.62 700 | 66.07 690 | 64.86 692 | 47.34 673 | 60.78 696 | 15.72 671 | 23.99 683 | 23.40 674 | 32.06 686 | 21.34 675 | 23.86 679 |
| 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 |  | 45.10 683 | 33.36 673 | 54.69 666 | 33.57 673 | 31.94 679 | 43.06 665 | 17.79 636 | 49.52 675 | 56.61 671 | 50.97 672 | 64.04 684 | 70.09 692 | 53.57 682 | 49.77 677 | 53.19 690 | 53.87 695 | 14.08 679 | 54.69 692 | 35.89 688 | 41.66 685 | 39.69 690 |
|
| RainbowNet |  | 51.25 684 | 62.74 694 | 64.52 683 | 60.13 688 | 39.00 685 | 58.72 687 | 30.83 676 | 57.31 688 | 79.18 705 | 50.24 669 | 65.35 690 | 60.13 681 | 44.25 672 | 49.47 675 | 41.16 672 | 46.52 691 | 46.06 696 | 52.72 690 | 31.78 685 | 52.33 692 | 32.47 684 |
|
| anonymity |  | 52.32 685 | 58.23 689 | 63.91 680 | 41.12 679 | 59.25 697 | 53.27 675 | 41.04 686 | 55.69 686 | 40.20 603 | 54.85 676 | 49.49 653 | 49.13 666 | 55.48 685 | 59.07 688 | 49.65 688 | 55.86 696 | 50.03 702 | 51.00 688 | 51.08 695 | 51.71 690 | 56.36 696 |
|
| MADNet+ |  | 53.31 686 | 68.61 697 | 98.75 723 | 67.03 692 | 37.58 683 | 79.83 711 | 81.74 713 | 60.38 690 | 61.61 683 | 51.43 673 | 54.92 670 | 61.11 683 | 59.29 690 | 69.66 697 | 76.71 713 | 23.88 677 | 24.03 684 | 17.08 668 | 12.35 674 | 32.47 683 | 27.69 682 |
|
| JetBlue |  | 54.08 687 | 45.10 681 | 74.15 696 | 51.17 684 | 47.68 687 | 75.66 704 | 60.97 698 | 63.63 691 | 62.09 684 | 63.32 689 | 64.88 687 | 78.86 700 | 68.17 693 | 68.15 695 | 75.09 712 | 36.86 683 | 24.88 685 | 29.01 680 | 29.12 684 | 28.71 681 | 34.13 686 |
|
| SGM+DAISY |  | 54.67 688 | 56.61 686 | 62.73 678 | 40.21 678 | 53.22 691 | 61.95 690 | 48.59 691 | 55.05 684 | 44.62 627 | 61.03 684 | 63.68 681 | 60.46 682 | 55.62 687 | 60.68 690 | 55.34 692 | 56.34 698 | 48.56 699 | 50.16 687 | 49.63 694 | 52.25 691 | 56.76 698 |
|
| SPS-STEREO |   | 55.62 689 | 59.14 690 | 64.16 681 | 45.05 683 | 53.84 694 | 59.88 688 | 44.00 689 | 59.53 689 | 49.94 645 | 62.33 687 | 61.09 678 | 59.80 680 | 56.82 689 | 60.06 689 | 57.85 693 | 58.41 699 | 48.34 698 | 51.07 689 | 49.21 693 | 55.41 694 | 56.48 697 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| Selective-IGEV-i16pa |  | 56.08 690 | 59.75 691 | 69.90 691 | 21.43 658 | 14.80 657 | 97.01 719 | 29.83 675 | 86.97 717 | 94.48 721 | 85.76 714 | 93.21 717 | 81.88 705 | 74.46 703 | 96.71 724 | 79.25 716 | 30.92 681 | 13.32 677 | 16.91 667 | 7.73 661 | 15.59 665 | 51.73 694 |
|
| Selective-IGEV-i1pa |  | 56.65 691 | 73.08 702 | 56.50 673 | 29.63 670 | 14.87 658 | 94.58 716 | 46.49 690 | 80.65 714 | 87.08 713 | 88.18 717 | 87.03 714 | 74.01 696 | 68.51 694 | 94.68 722 | 74.38 709 | 45.10 690 | 26.62 687 | 26.16 676 | 13.27 675 | 19.40 673 | 32.71 685 |
|
| ACVNet_2 |  | 57.39 692 | 61.72 693 | 72.56 695 | 66.35 691 | 38.29 684 | 61.93 689 | 48.64 692 | 71.64 703 | 81.91 708 | 79.28 707 | 88.72 716 | 76.25 697 | 72.87 699 | 54.33 687 | 46.74 683 | 37.13 684 | 23.36 682 | 54.52 691 | 37.80 689 | 46.22 686 | 27.59 681 |
|
| IMH-64-1 |  | 59.25 693 | 58.09 687 | 67.69 688 | 66.06 689 | 50.51 689 | 56.45 679 | 49.45 693 | 68.83 696 | 67.75 694 | 67.58 692 | 80.37 704 | 70.15 693 | 74.28 701 | 72.16 702 | 48.94 686 | 42.00 687 | 42.87 693 | 65.57 694 | 47.02 690 | 51.52 688 | 37.76 688 |
|
| IMH-64 |  | 59.25 693 | 58.09 687 | 67.69 688 | 66.06 689 | 50.51 689 | 56.45 679 | 49.45 693 | 68.83 696 | 67.75 694 | 67.58 692 | 80.37 704 | 70.15 693 | 74.28 701 | 72.16 702 | 48.94 686 | 42.00 687 | 42.87 693 | 65.57 694 | 47.02 690 | 51.52 688 | 37.76 688 |
|
| IMH |  | 62.95 695 | 60.33 692 | 67.78 690 | 69.51 693 | 53.65 692 | 65.09 694 | 54.21 695 | 72.00 704 | 73.28 699 | 72.49 697 | 81.93 706 | 72.96 695 | 79.81 706 | 76.65 708 | 51.41 689 | 43.57 689 | 49.82 701 | 67.81 696 | 51.14 696 | 54.83 693 | 40.67 691 |
|
| TorneroNet-64 |  | 65.66 696 | 70.70 699 | 71.20 694 | 76.52 697 | 59.70 699 | 66.78 695 | 58.05 696 | 67.53 695 | 80.00 706 | 62.67 688 | 67.40 691 | 83.09 706 | 69.42 696 | 67.34 692 | 62.05 699 | 48.31 694 | 44.07 695 | 72.93 698 | 63.88 699 | 68.05 698 | 53.58 695 |
|
| PWCK |  | 65.90 697 | 88.63 716 | 79.40 703 | 80.32 705 | 29.96 678 | 63.85 693 | 39.45 685 | 72.07 705 | 71.26 697 | 78.74 706 | 68.99 693 | 77.82 699 | 61.77 691 | 82.81 714 | 62.64 700 | 80.17 710 | 39.88 692 | 81.90 708 | 47.37 692 | 73.54 708 | 37.51 687 |
|
| WAO-6 |  | 70.64 698 | 73.02 701 | 66.25 685 | 79.92 704 | 61.74 701 | 68.74 696 | 59.08 697 | 75.27 708 | 87.02 712 | 74.72 700 | 79.40 703 | 79.19 701 | 84.60 714 | 67.70 694 | 60.53 695 | 67.85 702 | 48.88 700 | 81.48 706 | 73.29 704 | 65.57 696 | 58.60 699 |
|
| TorneroNet |  | 71.21 699 | 73.44 703 | 75.82 699 | 80.82 706 | 65.65 703 | 70.53 698 | 64.39 701 | 71.42 702 | 75.97 701 | 71.47 696 | 73.68 698 | 84.17 709 | 74.00 700 | 69.85 698 | 69.09 703 | 59.37 700 | 48.19 697 | 79.67 702 | 73.51 705 | 74.93 709 | 68.26 708 |
|
| LVE |  | 71.50 700 | 72.46 700 | 83.91 707 | 75.21 696 | 55.29 696 | 74.81 699 | 62.76 700 | 77.22 709 | 83.77 710 | 82.09 709 | 87.11 715 | 83.38 707 | 82.41 711 | 75.93 706 | 64.49 701 | 48.28 693 | 57.24 708 | 74.61 700 | 62.53 698 | 65.49 695 | 61.01 700 |
|
| MFMNet_re |  | 72.05 701 | 79.64 709 | 64.23 682 | 52.73 685 | 84.71 712 | 77.93 707 | 68.35 702 | 63.96 692 | 66.93 692 | 61.00 683 | 71.29 696 | 63.84 687 | 68.91 695 | 72.42 704 | 61.11 697 | 82.03 714 | 74.22 715 | 80.34 705 | 74.44 706 | 83.62 715 | 89.34 716 |
|
| notaker |  | 72.18 702 | 79.78 710 | 78.84 702 | 78.75 701 | 68.52 705 | 63.26 692 | 61.68 699 | 69.22 699 | 75.95 700 | 77.58 704 | 78.85 702 | 79.69 703 | 84.79 715 | 77.39 709 | 58.43 694 | 69.68 705 | 60.79 709 | 77.46 701 | 68.48 701 | 69.62 700 | 64.92 705 |
|
| WAO-7 |  | 72.21 703 | 78.21 705 | 54.04 664 | 79.33 703 | 69.31 707 | 70.20 697 | 72.09 708 | 77.85 712 | 84.90 711 | 77.35 703 | 86.03 710 | 79.37 702 | 79.88 707 | 65.32 691 | 65.33 702 | 62.33 701 | 69.70 713 | 70.51 697 | 73.21 703 | 67.23 697 | 62.02 701 |
|
| ktn |  | 72.58 704 | 80.06 712 | 69.96 692 | 79.14 702 | 69.86 708 | 75.40 703 | 70.43 707 | 69.01 698 | 76.90 702 | 72.88 698 | 77.46 701 | 77.43 698 | 77.41 705 | 72.78 705 | 55.00 691 | 79.09 708 | 65.99 710 | 80.09 704 | 68.29 700 | 71.46 705 | 62.98 702 |
|
| UNDER WATER-64 |  | 73.11 705 | 74.48 704 | 87.70 708 | 74.03 695 | 55.20 695 | 78.24 708 | 75.71 710 | 65.33 693 | 67.91 696 | 75.60 702 | 69.32 694 | 84.41 710 | 76.93 704 | 68.43 696 | 72.45 706 | 81.18 712 | 56.77 707 | 82.46 709 | 80.34 710 | 68.22 699 | 67.48 707 |
|
| LRCNet_RVC |  | 73.59 706 | 69.80 698 | 74.41 697 | 77.63 699 | 60.56 700 | 40.33 661 | 15.08 612 | 71.04 701 | 48.36 637 | 88.07 716 | 94.62 719 | 90.11 717 | 81.83 709 | 80.58 713 | 61.26 698 | 97.12 725 | 72.30 714 | 96.65 724 | 97.58 725 | 77.13 710 | 77.30 712 |
|
| DPSimNet_ROB |  | 74.29 707 | 83.27 714 | 59.30 677 | 77.19 698 | 65.13 702 | 75.14 701 | 74.95 709 | 73.99 707 | 76.94 703 | 81.99 708 | 75.48 699 | 80.18 704 | 71.76 697 | 67.39 693 | 84.00 718 | 81.87 713 | 51.14 703 | 79.99 703 | 76.70 709 | 70.17 701 | 79.21 713 |
|
| UNDER WATER |  | 75.92 708 | 79.25 708 | 87.75 709 | 84.39 707 | 66.43 704 | 77.08 706 | 77.22 711 | 66.90 694 | 72.16 698 | 75.32 701 | 71.56 697 | 85.89 716 | 82.15 710 | 70.11 699 | 74.99 711 | 79.34 709 | 53.61 704 | 86.40 715 | 84.53 714 | 71.29 704 | 72.11 710 |
|
| TCMNet-wrong-test |  | 76.74 709 | 91.47 719 | 89.31 710 | 97.64 720 | 97.35 721 | 94.87 717 | 92.51 718 | 69.78 700 | 65.29 689 | 63.44 690 | 71.10 695 | 65.66 689 | 51.44 679 | 85.29 716 | 74.70 710 | 56.06 697 | 20.22 681 | 83.11 713 | 82.39 711 | 95.02 722 | 88.18 715 |
|
| WAO-8 |  | 76.87 710 | 78.41 706 | 66.45 686 | 86.81 711 | 72.47 709 | 79.27 709 | 68.59 704 | 77.75 710 | 89.01 715 | 83.09 711 | 86.98 711 | 85.87 714 | 84.97 716 | 72.12 700 | 69.11 704 | 74.93 706 | 55.23 705 | 87.79 718 | 83.50 712 | 70.47 702 | 64.56 703 |
|
| Venus |  | 76.87 710 | 78.41 706 | 66.45 686 | 86.81 711 | 72.47 709 | 79.27 709 | 68.59 704 | 77.75 710 | 89.01 715 | 83.09 711 | 86.98 711 | 85.87 714 | 84.97 716 | 72.12 700 | 69.11 704 | 74.93 706 | 55.23 705 | 87.79 718 | 83.50 712 | 70.48 703 | 64.56 703 |
|
| HanzoNet |  | 77.61 712 | 81.11 713 | 82.83 704 | 77.82 700 | 69.15 706 | 75.25 702 | 69.06 706 | 73.49 706 | 77.84 704 | 82.19 710 | 82.80 707 | 85.42 711 | 86.67 718 | 85.99 717 | 73.64 708 | 85.24 718 | 68.38 712 | 81.71 707 | 75.47 708 | 71.98 706 | 66.24 706 |
|
| JetRed |  | 79.55 713 | 79.88 711 | 91.52 713 | 71.05 694 | 75.80 711 | 91.66 713 | 80.11 712 | 79.14 713 | 80.44 707 | 84.35 713 | 84.23 709 | 83.38 707 | 72.48 698 | 79.43 710 | 85.44 719 | 69.33 704 | 81.58 716 | 73.66 699 | 72.56 702 | 82.35 713 | 72.60 711 |
|
| Dean |  | 80.72 714 | 85.82 715 | 83.27 705 | 84.91 710 | 59.53 698 | 75.11 700 | 68.39 703 | 81.59 715 | 88.05 714 | 92.41 718 | 86.98 711 | 92.41 719 | 93.02 720 | 83.11 715 | 73.31 707 | 68.01 703 | 66.13 711 | 94.82 723 | 84.66 715 | 83.28 714 | 69.50 709 |
|
| RSGM-EC |  | 88.03 715 | 67.44 695 | 53.54 660 | 84.82 708 | 87.13 713 | 94.34 714 | 92.20 716 | 94.86 722 | 98.29 722 | 95.56 722 | 98.06 723 | 85.65 712 | 83.07 712 | 79.52 711 | 79.00 714 | 95.80 721 | 97.66 722 | 91.52 720 | 95.19 722 | 95.05 723 | 91.80 721 |
|
| acva |  | 88.03 715 | 67.44 695 | 53.54 660 | 84.82 708 | 87.13 713 | 94.34 714 | 92.20 716 | 94.86 722 | 98.29 722 | 95.56 722 | 98.06 723 | 85.65 712 | 83.07 712 | 79.52 711 | 79.00 714 | 95.80 721 | 97.66 722 | 91.52 720 | 95.19 722 | 95.05 723 | 91.80 721 |
|
| KSHMR |  | 88.54 717 | 93.03 720 | 83.31 706 | 95.54 718 | 91.74 718 | 82.37 712 | 83.41 714 | 84.43 716 | 81.99 709 | 87.89 715 | 84.05 708 | 91.94 718 | 81.33 708 | 76.34 707 | 81.76 717 | 96.44 724 | 96.14 721 | 96.69 725 | 97.12 724 | 92.52 721 | 92.67 723 |
|
| tt |  | 89.96 718 | 1.02 131 | 100.00 729 | 99.40 725 | 100.00 730 | 100.00 728 | 100.00 729 | 100.00 731 | 100.00 729 | 78.36 705 | 67.94 692 | 99.99 732 | 100.00 729 | 100.00 732 | 100.00 732 | 95.81 723 | 99.93 728 | 87.43 716 | 86.39 716 | 95.11 725 | 87.89 714 |
|
| xxxxx1 |  | 91.92 719 | 95.33 722 | 98.45 720 | 87.29 713 | 89.24 715 | 98.50 721 | 98.17 724 | 92.95 718 | 93.21 718 | 93.55 719 | 95.36 720 | 96.99 721 | 96.28 721 | 94.65 719 | 94.94 720 | 83.26 715 | 84.17 717 | 82.90 710 | 88.32 718 | 85.49 717 | 89.37 717 |
|
| tt_ll |  | 91.92 719 | 95.33 722 | 98.45 720 | 87.29 713 | 89.24 715 | 98.50 721 | 98.17 724 | 92.95 718 | 93.21 718 | 93.55 719 | 95.36 720 | 96.99 721 | 96.28 721 | 94.65 719 | 94.94 720 | 83.26 715 | 84.17 717 | 82.90 710 | 88.32 718 | 85.49 717 | 89.37 717 |
|
| ff |  | 91.92 719 | 95.33 722 | 98.45 720 | 87.29 713 | 89.24 715 | 98.50 721 | 98.17 724 | 92.95 718 | 93.21 718 | 93.55 719 | 95.36 720 | 96.99 721 | 96.28 721 | 94.65 719 | 94.94 720 | 83.26 715 | 84.17 717 | 82.90 710 | 88.32 718 | 85.49 717 | 89.37 717 |
|
| USTest |  | 93.52 722 | 90.92 718 | 77.74 701 | 87.90 716 | 92.63 719 | 100.00 728 | 100.00 729 | 99.79 728 | 99.80 726 | 99.21 727 | 99.52 726 | 98.03 724 | 99.15 726 | 89.52 718 | 99.31 727 | 90.37 719 | 98.47 724 | 84.34 714 | 87.43 717 | 84.58 716 | 91.71 720 |
|
| MADNet++ |  | 94.16 723 | 94.02 721 | 90.25 711 | 96.28 719 | 96.84 720 | 97.17 720 | 90.16 715 | 94.71 721 | 91.69 717 | 97.07 724 | 93.71 718 | 94.62 720 | 92.63 719 | 96.15 723 | 95.18 723 | 95.42 720 | 95.89 720 | 92.80 722 | 92.23 721 | 92.10 720 | 94.30 725 |
|
| PML |  | 99.19 724 | 100.00 731 | 98.08 719 | 99.28 724 | 99.53 725 | 100.00 728 | 99.73 727 | 98.24 724 | 99.44 725 | 100.00 731 | 99.57 727 | 98.76 726 | 99.84 727 | 100.00 732 | 98.88 726 | 100.00 728 | 99.54 725 | 100.00 729 | 99.50 727 | 99.90 728 | 93.55 724 |
|
| MEDIAN_ROB |  | 99.19 724 | 99.84 726 | 99.62 725 | 98.49 721 | 98.51 724 | 98.58 724 | 97.81 723 | 98.80 726 | 98.56 724 | 99.36 728 | 99.49 725 | 99.56 727 | 99.06 725 | 98.35 725 | 98.31 725 | 99.99 727 | 99.63 726 | 100.00 729 | 100.00 730 | 99.81 727 | 99.95 729 |
|
| HaxPig |  | 99.40 726 | 99.99 728 | 97.38 718 | 100.00 729 | 100.00 730 | 96.91 718 | 97.35 721 | 99.59 727 | 99.99 728 | 100.00 731 | 100.00 729 | 99.99 732 | 99.99 728 | 99.04 726 | 97.77 724 | 100.00 728 | 100.00 730 | 100.00 729 | 100.00 730 | 100.00 731 | 99.99 730 |
|
| Anonymous_1 |  | 99.65 727 | 99.95 727 | 99.93 727 | 99.80 726 | 99.60 726 | 100.00 728 | 100.00 729 | 99.82 730 | 99.98 727 | 99.62 729 | 99.94 728 | 99.75 729 | 100.00 729 | 99.66 727 | 99.88 728 | 98.45 726 | 99.84 727 | 98.73 726 | 99.26 726 | 99.41 726 | 99.36 726 |
|
| test_example2 |  | 99.68 728 | 99.99 728 | 99.99 728 | 100.00 729 | 99.99 729 | 99.86 727 | 99.99 728 | 98.29 725 | 100.00 729 | 100.00 731 | 100.00 729 | 98.15 725 | 98.39 724 | 99.98 729 | 99.98 729 | 100.00 728 | 99.99 729 | 99.40 727 | 99.53 728 | 100.00 731 | 100.00 731 |
|
| AVERAGE_ROB |  | 99.80 729 | 99.99 728 | 99.40 724 | 100.00 729 | 100.00 730 | 98.99 725 | 97.72 722 | 100.00 731 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 734 | 100.00 729 | 100.00 732 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 729 | 100.00 730 | 100.00 731 | 100.00 731 |
|
| DPSMNet_ROB |  | 99.95 730 | 100.00 731 | 100.00 729 | 100.00 729 | 100.00 730 | 100.00 728 | 100.00 729 | 100.00 731 | 100.00 729 | 99.15 726 | 100.00 729 | 99.96 730 | 100.00 729 | 99.99 730 | 99.99 730 | 100.00 728 | 100.00 730 | 100.00 729 | 100.00 730 | 100.00 731 | 100.00 731 |
|
| DGTPSM_ROB |  | 99.95 730 | 100.00 731 | 100.00 729 | 100.00 729 | 100.00 730 | 100.00 728 | 100.00 729 | 100.00 731 | 100.00 729 | 99.14 725 | 100.00 729 | 99.96 730 | 100.00 729 | 99.99 730 | 99.99 730 | 100.00 728 | 100.00 730 | 100.00 729 | 100.00 730 | 100.00 731 | 100.00 731 |
|
| iinet-test |  | 99.97 732 | 100.00 731 | 100.00 729 | 99.84 727 | 99.86 727 | 100.00 728 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 734 | 100.00 729 | 100.00 732 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 729 | 100.00 730 | 99.93 729 | 99.85 728 |
|
| IINet |  | 99.97 732 | 100.00 731 | 100.00 729 | 99.84 727 | 99.87 728 | 100.00 728 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 734 | 100.00 729 | 100.00 732 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 729 | 100.00 730 | 99.93 729 | 99.84 727 |
|
| fast-reg |  | 100.00 734 | 100.00 731 | 100.00 729 | 100.00 729 | 100.00 730 | 100.00 728 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 734 | 100.00 729 | 100.00 732 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 729 | 100.00 730 | 100.00 731 | 100.00 731 |
|
| Hybrid-DGEV |  | 100.00 734 | 100.00 731 | 100.00 729 | 100.00 729 | 100.00 730 | 100.00 728 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 734 | 100.00 729 | 100.00 732 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 729 | 100.00 730 | 100.00 731 | 100.00 731 |
|
| RAFT-FEzeroshot |  | 100.00 734 | 100.00 731 | 100.00 729 | 100.00 729 | 100.00 730 | 100.00 728 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 734 | 100.00 729 | 100.00 732 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 729 | 100.00 730 | 100.00 731 | 100.00 731 |
|
| RAFT-FE |  | 100.00 734 | 100.00 731 | 100.00 729 | 100.00 729 | 100.00 730 | 100.00 728 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 734 | 100.00 729 | 100.00 732 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 729 | 100.00 730 | 100.00 731 | 100.00 731 |
|
| FlowAnything |  | 100.00 734 | 100.00 731 | 100.00 729 | 100.00 729 | 100.00 730 | 100.00 728 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 734 | 100.00 729 | 100.00 732 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 729 | 100.00 730 | 100.00 731 | 100.00 731 |
|
| Selective-RAFT-Error |  | 100.00 734 | 100.00 731 | 100.00 729 | 100.00 729 | 100.00 730 | 100.00 728 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 734 | 100.00 729 | 100.00 732 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 729 | 100.00 730 | 100.00 731 | 100.00 731 |
|
| CasAABBNet |  | 100.00 734 | 100.00 731 | 100.00 729 | 100.00 729 | 100.00 730 | 100.00 728 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 734 | 100.00 729 | 100.00 732 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 729 | 100.00 730 | 100.00 731 | 100.00 731 |
|
| LSM0 |  | 100.00 734 | 100.00 731 | 100.00 729 | 100.00 729 | 100.00 730 | 100.00 728 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 734 | 100.00 729 | 100.00 732 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 729 | 100.00 730 | 100.00 731 | 100.00 731 |
|
| DPSM_ROB |  | 100.00 734 | 100.00 731 | 100.00 729 | 100.00 729 | 100.00 730 | 100.00 728 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 734 | 100.00 729 | 100.00 732 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 729 | 100.00 730 | 100.00 731 | 100.00 731 |
|
| DPSM |  | 100.00 734 | 100.00 731 | 100.00 729 | 100.00 729 | 100.00 730 | 100.00 728 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 731 | 100.00 729 | 100.00 734 | 100.00 729 | 100.00 732 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 729 | 100.00 730 | 100.00 731 | 100.00 731 |
|
| GS-Stereo |  | | | | | | | 1.50 164 | 8.60 155 | 4.56 135 | 2.71 119 | 2.61 63 | 1.86 95 | 2.25 114 | 3.50 42 | 1.15 109 | 0.00 1 | 0.07 267 | 0.00 1 | 0.39 533 | 0.22 247 | 0.15 248 |
|
| FSD |  | | | | | 5.31 524 | 8.20 347 | 12.18 584 | 12.39 235 | 7.98 232 | 7.94 248 | 7.35 197 | 9.35 296 | 7.17 342 | 10.94 288 | 8.86 462 | 5.58 640 | 2.77 644 | 5.46 635 | 4.09 640 | 5.17 618 | |
|
| ccccc |  | | 98.19 725 | | 100.00 729 | 100.00 730 | 99.32 726 | | 99.79 728 | | 99.63 730 | | 99.69 728 | | 99.95 728 | | 100.00 728 | 100.00 730 | 99.97 728 | 99.90 729 | 100.00 731 | |
|
| ASD4 |  | | 90.49 717 | | | | | | | | | | | | | | | | | | | |
|