| S2M2_XL |  | 0.93 1 | 0.78 52 | 3.42 45 | 1.97 11 | 0.27 16 | 0.44 1 | 0.01 1 | 1.71 1 | 0.99 6 | 1.17 23 | 2.70 63 | 1.74 82 | 1.21 63 | 1.17 1 | 1.00 88 | 0.00 1 | 0.01 43 | 0.01 241 | 0.00 1 | 0.02 9 | 0.02 17 |
| 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 16 | 4.93 24 | 0.89 1 | 0.74 4 | 0.08 2 | 2.33 116 | 1.03 57 | 1.87 3 | 0.49 10 | 0.01 141 | 0.05 197 | 0.00 1 | 0.00 1 | 0.03 45 | 0.03 51 |
|
| Foundation-i32 |  | 0.97 3 | 0.54 3 | 2.57 5 | 2.24 33 | 0.21 7 | 1.31 9 | 0.09 16 | 4.21 6 | 0.95 5 | 1.20 26 | 0.42 15 | 2.79 134 | 0.29 11 | 1.78 2 | 0.54 12 | 0.02 222 | 0.08 299 | 0.03 288 | 0.00 1 | 0.03 45 | 0.03 51 |
|
| BLMT-Stereo |  | 0.99 4 | 0.51 2 | 3.10 28 | 2.65 76 | 0.36 41 | 0.56 2 | 0.27 49 | 1.94 2 | 1.86 36 | 1.00 13 | 2.57 57 | 1.18 57 | 0.15 1 | 1.90 4 | 1.49 130 | 0.14 369 | 0.01 43 | 0.00 1 | 0.02 236 | 0.03 45 | 0.03 51 |
|
| PSi22b |  | 1.02 5 | 0.57 7 | 2.28 2 | 2.14 24 | 0.25 8 | 1.23 7 | 0.13 27 | 5.00 25 | 0.90 2 | 0.64 1 | 0.09 4 | 3.29 143 | 0.60 31 | 2.65 20 | 0.46 6 | 0.03 261 | 0.11 359 | 0.00 1 | 0.00 1 | 0.03 45 | 0.03 51 |
|
| DepthFocus |  | 1.04 6 | 0.68 32 | 3.33 40 | 1.97 11 | 0.42 58 | 1.27 8 | 0.87 102 | 2.04 3 | 1.22 8 | 0.66 3 | 1.71 45 | 1.75 84 | 0.90 50 | 3.46 41 | 0.44 3 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.01 1 | 0.04 82 |
|
| PipStereo |  | 1.06 7 | 0.57 7 | 2.29 3 | 2.16 25 | 0.26 10 | 1.22 6 | 0.10 21 | 5.28 31 | 0.91 3 | 0.64 1 | 0.09 4 | 3.41 144 | 0.88 48 | 2.66 21 | 0.46 6 | 0.02 222 | 0.10 338 | 0.00 1 | 0.00 1 | 0.03 45 | 0.04 82 |
|
| mm1 |  | 1.12 8 | 0.62 16 | 2.88 12 | 1.99 14 | 0.33 35 | 1.31 9 | 0.01 1 | 4.21 6 | 2.56 54 | 1.17 23 | 0.47 17 | 2.11 107 | 0.28 8 | 3.83 55 | 0.54 12 | 0.01 141 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 17 |
|
| LACA1 |  | 1.12 8 | 0.73 37 | 2.61 6 | 1.25 2 | 0.59 95 | 2.50 34 | 0.45 62 | 4.45 9 | 0.93 4 | 1.64 56 | 0.22 9 | 0.47 27 | 1.78 92 | 4.39 71 | 0.36 2 | 0.00 1 | 0.03 139 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 17 |
|
| mm2 |  | 1.15 10 | 0.62 16 | 2.88 12 | 1.99 14 | 0.33 35 | 1.31 9 | 0.01 1 | 4.81 17 | 2.56 54 | 1.17 23 | 0.47 17 | 2.11 107 | 0.28 8 | 3.83 55 | 0.54 12 | 0.01 141 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 17 |
|
| LACA2 |  | 1.22 11 | 1.14 166 | 4.34 106 | 1.32 3 | 0.20 5 | 3.03 54 | 0.14 29 | 5.79 47 | 1.12 7 | 1.06 17 | 0.67 24 | 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 20 | 2.94 107 | 0.35 38 | 1.60 13 | 0.09 16 | 4.56 11 | 3.52 108 | 1.15 22 | 0.33 11 | 1.14 56 | 0.25 5 | 4.24 66 | 0.48 8 | 0.01 141 | 0.07 263 | 0.00 1 | 0.25 469 | 0.02 9 | 0.02 17 |
|
| FoundationStereo |  | 1.26 13 | 0.73 37 | 2.84 11 | 2.65 76 | 0.58 92 | 2.31 28 | 0.61 76 | 3.40 5 | 1.57 21 | 1.89 73 | 0.09 4 | 2.61 125 | 2.90 137 | 2.37 16 | 0.60 20 | 0.04 282 | 0.04 160 | 0.00 1 | 0.00 1 | 0.02 9 | 0.03 51 |
|
| MonSter++ |  | 1.28 14 | 0.63 20 | 2.88 12 | 2.00 16 | 0.32 26 | 2.14 24 | 0.01 1 | 4.86 22 | 2.56 54 | 1.63 54 | 0.45 16 | 2.17 110 | 1.25 65 | 3.81 54 | 0.84 55 | 0.01 141 | 0.02 100 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 17 |
|
| GeoVLM |  | 1.29 15 | 0.62 16 | 2.88 12 | 2.04 17 | 0.32 26 | 2.13 22 | 0.01 1 | 4.81 17 | 2.57 59 | 1.67 57 | 0.50 20 | 2.09 106 | 1.29 67 | 3.91 58 | 0.85 57 | 0.01 141 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 17 |
|
| LiteMatch* |   | 1.32 16 | 0.85 82 | 4.93 134 | 2.28 41 | 0.28 19 | 2.07 21 | 0.03 8 | 4.90 23 | 2.57 59 | 1.39 41 | 0.67 24 | 1.58 75 | 0.52 25 | 3.52 45 | 0.69 33 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.04 66 | 0.06 126 |
|
| HiDET |  | 1.32 16 | 0.56 6 | 3.12 31 | 2.54 69 | 0.43 65 | 1.92 18 | 0.02 7 | 5.70 39 | 2.72 69 | 1.35 33 | 0.52 21 | 1.27 61 | 0.97 53 | 4.05 59 | 1.19 112 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 17 |
|
| qqai |  | 1.38 18 | 0.60 14 | 3.39 44 | 2.92 104 | 0.35 38 | 1.60 13 | 0.11 24 | 5.17 26 | 3.33 102 | 1.10 18 | 0.34 12 | 3.06 139 | 0.27 6 | 4.38 70 | 0.57 16 | 0.02 222 | 0.06 234 | 0.00 1 | 0.28 485 | 0.02 9 | 0.03 51 |
|
| LACA3 |  | 1.38 18 | 0.90 104 | 2.71 8 | 1.21 1 | 0.85 153 | 2.34 30 | 1.64 193 | 4.58 12 | 1.22 8 | 1.13 20 | 0.63 23 | 0.64 39 | 0.61 33 | 8.78 193 | 0.31 1 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.03 45 | 0.00 1 |
|
| PointNet |  | 1.43 20 | 0.63 20 | 3.11 29 | 2.08 20 | 0.29 23 | 2.64 38 | 0.19 41 | 5.26 27 | 3.30 101 | 1.94 74 | 0.68 26 | 2.46 120 | 0.28 8 | 4.68 80 | 0.83 49 | 0.01 141 | 0.09 318 | 0.00 1 | 0.02 236 | 0.02 9 | 0.03 51 |
|
| BridgeDepth_RVC |   | 1.46 21 | 0.72 35 | 2.76 9 | 1.47 5 | 0.75 139 | 4.05 101 | 0.01 1 | 5.97 52 | 1.58 25 | 1.29 31 | 1.19 36 | 1.02 51 | 2.98 139 | 3.52 45 | 0.87 62 | 0.79 546 | 0.08 299 | 0.12 414 | 0.05 313 | 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 22 | 0.65 29 | 3.04 24 | 2.52 65 | 0.79 144 | 3.11 58 | 0.16 35 | 6.26 65 | 1.80 34 | 0.84 6 | 0.10 8 | 1.51 70 | 0.65 37 | 7.44 144 | 0.53 11 | 0.02 222 | 0.09 318 | 0.00 1 | 0.03 261 | 0.03 45 | 0.02 17 |
|
| LGtest1 |  | 1.48 22 | 0.75 42 | 4.03 84 | 2.33 48 | 0.65 110 | 3.02 53 | 0.11 24 | 6.12 60 | 1.51 17 | 1.41 42 | 1.48 41 | 0.65 40 | 0.93 52 | 5.60 93 | 0.81 45 | 0.03 261 | 0.12 372 | 0.00 1 | 0.00 1 | 0.10 161 | 0.04 82 |
|
| MCSU-Stereo |  | 1.49 24 | 0.54 3 | 3.20 34 | 2.50 64 | 0.27 16 | 5.06 194 | 0.88 103 | 4.77 16 | 2.16 43 | 0.79 5 | 1.51 43 | 2.62 127 | 1.13 60 | 3.37 38 | 0.97 77 | 0.00 1 | 0.01 43 | 0.00 1 | 0.03 261 | 0.02 9 | 0.03 51 |
|
| MSE-Stereo |  | 1.49 24 | 0.75 42 | 3.35 41 | 2.32 45 | 1.32 215 | 3.23 64 | 0.68 80 | 5.27 28 | 2.97 85 | 1.47 45 | 0.87 28 | 1.67 77 | 0.35 12 | 4.46 75 | 0.75 39 | 0.03 261 | 0.15 412 | 0.00 1 | 0.00 1 | 0.06 87 | 0.04 82 |
|
| CSFM-Stereo |  | 1.49 24 | 0.59 11 | 3.11 29 | 2.47 60 | 0.31 25 | 3.07 55 | 0.15 33 | 6.28 71 | 2.36 50 | 2.48 104 | 1.08 32 | 1.50 69 | 1.10 59 | 4.29 69 | 0.89 63 | 0.02 222 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 9 | 0.03 51 |
|
| MLG-Stereo_test1 |  | 1.51 27 | 0.65 29 | 3.00 20 | 2.47 60 | 2.46 335 | 2.84 47 | 0.16 35 | 5.64 37 | 1.77 32 | 0.98 12 | 0.09 4 | 1.53 71 | 0.52 25 | 7.44 144 | 0.56 15 | 0.02 222 | 0.09 318 | 0.00 1 | 0.03 261 | 0.03 45 | 0.02 17 |
|
| MGA |  | 1.52 28 | 0.75 42 | 3.13 32 | 2.32 45 | 1.59 249 | 3.94 94 | 0.86 100 | 4.84 19 | 2.96 84 | 1.47 45 | 1.42 40 | 1.41 65 | 0.19 4 | 4.46 75 | 0.75 39 | 0.03 261 | 0.15 412 | 0.00 1 | 0.00 1 | 0.06 87 | 0.04 82 |
|
| 252Zero-FE |  | 1.52 28 | 0.84 75 | 3.49 51 | 2.85 96 | 0.54 85 | 1.97 20 | 0.08 13 | 6.14 61 | 4.11 119 | 1.76 66 | 3.45 81 | 0.16 1 | 0.27 6 | 3.61 49 | 0.82 47 | 0.01 141 | 0.10 338 | 0.08 365 | 0.04 285 | 0.04 66 | 0.03 51 |
|
| MLG-Stereo_test2 |  | 1.52 28 | 0.64 23 | 2.81 10 | 2.52 65 | 1.79 275 | 2.76 44 | 0.16 35 | 4.70 14 | 1.80 34 | 1.75 64 | 0.08 2 | 3.21 142 | 0.17 3 | 7.28 137 | 0.64 23 | 0.02 222 | 0.11 359 | 0.00 1 | 0.00 1 | 0.04 66 | 0.03 51 |
|
| CAR |  | 1.55 31 | 0.76 47 | 3.35 41 | 2.32 45 | 1.32 215 | 3.23 64 | 0.68 80 | 5.27 28 | 2.97 85 | 2.35 99 | 0.87 28 | 1.67 77 | 0.35 12 | 4.80 82 | 0.84 55 | 0.03 261 | 0.16 423 | 0.00 1 | 0.00 1 | 0.06 87 | 0.04 82 |
|
| MLG-Stereo_test3 |  | 1.57 32 | 0.69 34 | 3.82 69 | 2.19 29 | 1.34 223 | 3.92 93 | 0.25 47 | 5.89 50 | 1.27 11 | 0.91 10 | 1.07 31 | 1.99 101 | 0.64 36 | 6.09 106 | 1.10 98 | 0.03 261 | 0.09 318 | 0.00 1 | 0.00 1 | 0.05 80 | 0.04 82 |
|
| dual_stereo |  | 1.57 32 | 0.64 23 | 2.56 4 | 2.33 48 | 0.47 69 | 2.62 36 | 0.08 13 | 4.85 20 | 1.95 39 | 1.01 15 | 0.69 27 | 1.90 97 | 0.61 33 | 10.34 252 | 0.96 75 | 0.01 141 | 0.20 449 | 0.00 1 | 0.18 419 | 0.01 1 | 0.03 51 |
|
| Pro-Stereo |  | 1.58 34 | 0.49 1 | 3.02 23 | 2.86 97 | 0.49 75 | 5.49 218 | 0.77 92 | 2.05 4 | 1.90 38 | 1.48 47 | 1.19 36 | 1.46 66 | 0.15 1 | 8.09 167 | 1.54 134 | 0.16 380 | 0.03 139 | 0.00 1 | 0.30 496 | 0.04 66 | 0.02 17 |
|
| BridgeDepth |   | 1.59 35 | 0.74 39 | 2.65 7 | 1.86 7 | 0.15 3 | 6.66 305 | 0.05 10 | 5.75 41 | 2.52 52 | 1.38 40 | 0.38 13 | 1.98 99 | 2.79 135 | 4.44 74 | 0.44 3 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 9 | 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 35 | 0.87 88 | 4.31 103 | 2.54 69 | 0.69 117 | 2.76 44 | 0.44 60 | 6.85 90 | 1.57 21 | 1.59 51 | 0.39 14 | 0.39 24 | 0.52 25 | 7.85 158 | 0.82 47 | 0.04 282 | 0.12 372 | 0.00 1 | 0.00 1 | 0.03 45 | 0.02 17 |
|
| LG-Stereo_L1 |  | 1.59 35 | 0.89 95 | 4.07 90 | 2.55 71 | 0.95 167 | 2.93 49 | 0.50 66 | 6.75 85 | 1.54 18 | 1.32 32 | 0.24 10 | 0.50 29 | 0.59 30 | 7.91 159 | 0.85 57 | 0.04 282 | 0.12 372 | 0.01 241 | 0.00 1 | 0.03 45 | 0.02 17 |
|
| Test_v1 |  | 1.60 38 | 0.76 47 | 3.26 36 | 2.18 27 | 1.25 205 | 2.17 25 | 0.16 35 | 7.01 93 | 3.12 91 | 1.44 43 | 2.91 66 | 1.49 68 | 1.02 56 | 4.48 77 | 0.68 29 | 0.01 141 | 0.04 160 | 0.00 1 | 0.00 1 | 0.03 45 | 0.04 82 |
|
| Wavelet-MonSter |  | 1.61 39 | 0.84 75 | 4.03 84 | 2.47 60 | 2.55 341 | 2.93 49 | 0.03 8 | 4.71 15 | 1.40 14 | 1.96 75 | 4.34 105 | 0.34 21 | 0.83 47 | 4.87 85 | 0.90 64 | 0.00 1 | 0.03 139 | 0.02 268 | 0.00 1 | 0.02 9 | 0.03 51 |
|
| MatchStereo |   | 1.70 40 | 0.88 90 | 3.85 70 | 2.11 22 | 0.14 1 | 2.35 31 | 0.33 53 | 5.87 49 | 4.80 137 | 0.90 9 | 4.35 107 | 0.81 47 | 1.32 68 | 4.93 86 | 1.30 117 | 0.01 141 | 0.05 197 | 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 40 | 0.59 11 | 2.97 19 | 1.86 7 | 0.58 92 | 1.95 19 | 0.09 16 | 6.27 67 | 7.21 211 | 1.23 28 | 1.48 41 | 1.25 60 | 1.34 69 | 6.03 104 | 1.05 96 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 17 |
|
| MonSter |  | 1.74 42 | 0.74 39 | 3.64 56 | 2.27 36 | 1.62 253 | 6.01 273 | 0.13 27 | 6.02 53 | 2.88 80 | 1.35 33 | 2.11 48 | 0.30 14 | 0.36 14 | 6.50 113 | 0.83 49 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 236 | 0.02 9 | 0.02 17 |
|
| monster-pro |  | 1.75 43 | 0.74 39 | 3.64 56 | 2.27 36 | 1.62 253 | 5.99 268 | 0.14 29 | 6.02 53 | 2.87 78 | 1.35 33 | 2.11 48 | 0.30 14 | 0.36 14 | 6.78 126 | 0.83 49 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 236 | 0.02 9 | 0.02 17 |
|
| Monster-pub-eth3d |  | 1.75 43 | 0.75 42 | 3.64 56 | 2.27 36 | 1.62 253 | 6.02 276 | 0.14 29 | 6.02 53 | 2.87 78 | 1.35 33 | 2.11 48 | 0.30 14 | 0.36 14 | 6.59 116 | 0.83 49 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 236 | 0.02 9 | 0.02 17 |
|
| MonStereo |  | 1.76 45 | 0.75 42 | 3.64 56 | 2.27 36 | 1.61 252 | 6.04 277 | 0.14 29 | 6.02 53 | 2.88 80 | 1.35 33 | 2.11 48 | 0.30 14 | 0.36 14 | 6.84 127 | 0.83 49 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 195 | 0.02 9 | 0.02 17 |
|
| 4.5_new |  | 1.82 46 | 0.79 57 | 3.44 47 | 2.35 50 | 1.84 278 | 5.69 245 | 1.28 134 | 5.59 35 | 2.60 61 | 3.74 151 | 3.37 76 | 0.43 25 | 0.97 53 | 3.16 36 | 0.98 78 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.07 111 | 0.16 255 |
|
| 4.5w-stereo |  | 1.83 47 | 0.79 57 | 3.45 49 | 2.35 50 | 1.84 278 | 5.69 245 | 1.29 137 | 5.59 35 | 2.60 61 | 3.75 152 | 3.37 76 | 0.43 25 | 0.97 53 | 3.16 36 | 0.98 78 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.07 111 | 0.16 255 |
|
| Monster-pub-mixall |  | 1.84 48 | 0.85 82 | 3.45 49 | 2.27 36 | 0.94 166 | 2.43 32 | 0.54 71 | 6.32 72 | 2.65 66 | 3.04 131 | 3.56 82 | 0.38 23 | 0.49 22 | 8.93 203 | 0.74 37 | 0.01 141 | 0.06 234 | 0.00 1 | 0.00 1 | 0.04 66 | 0.04 82 |
|
| IGEV |   | 1.86 49 | 0.58 9 | 3.90 75 | 2.40 54 | 3.49 401 | 4.20 108 | 0.97 111 | 7.16 98 | 3.22 93 | 2.00 82 | 4.16 99 | 0.26 11 | 0.62 35 | 3.40 40 | 0.65 26 | 0.03 261 | 0.09 318 | 0.00 1 | 0.00 1 | 0.03 45 | 0.02 17 |
|
| SGD-Stereo |  | 1.88 50 | 0.76 47 | 3.80 67 | 2.37 52 | 0.33 35 | 3.48 76 | 0.93 108 | 6.52 77 | 2.22 45 | 3.84 156 | 1.08 32 | 1.78 86 | 1.34 69 | 8.32 171 | 0.70 34 | 0.09 345 | 0.01 43 | 0.00 1 | 0.00 1 | 0.06 87 | 0.03 51 |
|
| GEAStereo |  | 1.94 51 | 0.95 111 | 3.61 53 | 3.84 202 | 0.64 106 | 4.39 120 | 1.50 162 | 8.01 126 | 2.33 48 | 2.24 92 | 2.61 59 | 1.19 58 | 2.25 110 | 3.50 42 | 1.15 107 | 0.01 141 | 0.06 234 | 0.05 321 | 0.00 1 | 0.22 241 | 0.14 226 |
|
| 4.25_new |  | 1.94 51 | 0.81 61 | 3.74 62 | 2.82 89 | 2.69 351 | 4.37 116 | 2.37 297 | 5.76 42 | 2.78 72 | 1.99 79 | 3.60 83 | 0.23 4 | 2.40 121 | 4.13 60 | 0.99 80 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 9 | 0.07 141 |
|
| 4.5w_new |  | 1.94 51 | 0.81 61 | 3.74 62 | 2.82 89 | 2.69 351 | 4.37 116 | 2.37 297 | 5.76 42 | 2.78 72 | 1.99 79 | 3.60 83 | 0.23 4 | 2.40 121 | 4.13 60 | 0.99 80 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 9 | 0.07 141 |
|
| 4.25w-stereo |  | 1.94 51 | 0.81 61 | 3.74 62 | 2.82 89 | 2.69 351 | 4.37 116 | 2.37 297 | 5.76 42 | 2.78 72 | 1.99 79 | 3.60 83 | 0.23 4 | 2.40 121 | 4.13 60 | 0.99 80 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 9 | 0.07 141 |
|
| asda |  | 1.95 55 | 0.81 61 | 4.14 98 | 2.66 79 | 1.93 294 | 3.30 70 | 0.86 100 | 5.92 51 | 3.10 90 | 2.41 101 | 3.10 68 | 0.63 37 | 2.99 140 | 5.57 92 | 1.48 129 | 0.02 222 | 0.01 43 | 0.00 1 | 0.00 1 | 0.07 111 | 0.07 141 |
|
| 4w-stereo |  | 2.03 56 | 0.98 119 | 4.12 96 | 2.31 44 | 1.96 295 | 3.70 87 | 0.61 76 | 6.37 74 | 2.37 51 | 2.10 87 | 4.19 100 | 0.33 19 | 3.33 153 | 7.03 130 | 1.12 101 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 45 | 0.08 156 |
|
| LiteMatch |  | 2.05 57 | 1.75 378 | 2.89 16 | 3.57 178 | 0.63 104 | 2.13 22 | 1.54 174 | 4.85 20 | 2.56 54 | 1.63 54 | 0.47 17 | 2.13 109 | 4.42 198 | 3.83 55 | 7.98 431 | 0.00 1 | 0.04 160 | 0.00 1 | 0.00 1 | 0.29 301 | 0.31 367 |
|
| asd |  | 2.06 58 | 0.78 52 | 3.85 70 | 2.45 57 | 2.18 312 | 3.99 98 | 0.35 54 | 6.94 91 | 2.60 61 | 2.99 128 | 2.79 64 | 0.52 30 | 2.27 115 | 8.33 172 | 0.93 70 | 0.02 222 | 0.01 43 | 0.00 1 | 0.00 1 | 0.07 111 | 0.11 191 |
|
| S2M2_L |  | 2.06 58 | 1.28 207 | 4.05 89 | 3.20 135 | 1.14 194 | 2.31 28 | 0.06 11 | 6.26 65 | 6.67 193 | 1.75 64 | 4.48 114 | 4.47 175 | 0.81 45 | 2.36 15 | 1.52 133 | 0.25 430 | 0.10 338 | 0.03 288 | 0.00 1 | 0.49 412 | 0.03 51 |
| 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 60 | 1.04 135 | 5.75 199 | 2.56 73 | 0.65 110 | 2.75 42 | 1.75 225 | 8.35 144 | 1.65 28 | 2.30 97 | 3.44 80 | 1.73 81 | 3.12 143 | 5.03 88 | 1.14 106 | 0.00 1 | 0.00 1 | 0.00 1 | 0.26 475 | 0.09 138 | 0.11 191 |
|
| 2.5w |  | 2.10 61 | 0.78 52 | 4.30 102 | 2.96 112 | 1.85 281 | 3.22 63 | 2.25 288 | 6.05 58 | 2.69 67 | 1.80 69 | 5.44 157 | 0.23 4 | 2.01 100 | 7.36 141 | 1.01 91 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 9 | 0.06 126 |
|
| 2.75w_new |  | 2.10 61 | 0.82 65 | 3.93 78 | 2.18 27 | 1.44 231 | 3.52 80 | 2.30 292 | 5.52 33 | 2.91 83 | 4.14 170 | 3.93 95 | 0.27 12 | 2.38 118 | 6.17 108 | 2.32 210 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 9 | 0.06 126 |
|
| GCAP-Stereo-DPT-24K |  | 2.12 63 | 0.85 82 | 4.64 116 | 2.77 87 | 1.97 297 | 3.66 86 | 1.64 193 | 8.33 143 | 3.33 102 | 1.46 44 | 3.30 73 | 0.63 37 | 4.15 187 | 2.05 9 | 0.67 28 | 0.02 222 | 0.17 428 | 0.00 1 | 0.43 537 | 0.26 279 | 2.07 560 |
|
| LG-G_1 |  | 2.14 64 | 0.64 23 | 4.04 86 | 3.18 133 | 0.37 43 | 11.00 391 | 0.60 74 | 6.27 67 | 1.55 19 | 1.28 29 | 1.15 34 | 1.34 63 | 2.14 105 | 8.08 165 | 0.99 80 | 0.04 282 | 0.12 372 | 0.00 1 | 0.00 1 | 0.06 87 | 0.03 51 |
|
| LG-G |  | 2.14 64 | 0.64 23 | 4.04 86 | 3.18 133 | 0.37 43 | 11.00 391 | 0.60 74 | 6.27 67 | 1.55 19 | 1.28 29 | 1.15 34 | 1.34 63 | 2.14 105 | 8.08 165 | 0.99 80 | 0.04 282 | 0.12 372 | 0.00 1 | 0.00 1 | 0.06 87 | 0.03 51 |
|
| aanet-new-28k |  | 2.16 66 | 1.14 166 | 7.58 284 | 2.96 112 | 0.49 75 | 4.51 129 | 1.81 243 | 6.35 73 | 2.32 47 | 1.74 63 | 4.46 112 | 1.54 72 | 4.71 230 | 2.29 12 | 0.81 45 | 0.00 1 | 0.04 160 | 0.00 1 | 0.29 489 | 0.07 111 | 0.08 156 |
|
| GSStereo |  | 2.16 66 | 0.95 111 | 3.61 53 | 4.08 214 | 0.64 106 | 4.39 120 | 1.50 162 | 8.60 151 | 4.56 131 | 2.71 115 | 2.61 59 | 1.86 94 | 2.25 110 | 3.50 42 | 1.15 107 | 0.00 1 | 0.07 263 | 0.00 1 | 0.39 527 | 0.22 241 | 0.15 246 |
|
| GREAT-IGEV |   | 2.18 68 | 1.15 170 | 4.04 86 | 2.89 101 | 0.69 117 | 2.95 51 | 0.20 42 | 5.82 48 | 5.88 175 | 0.92 11 | 5.07 146 | 1.08 53 | 1.46 76 | 9.60 227 | 0.86 61 | 0.00 1 | 0.13 388 | 0.00 1 | 0.24 463 | 0.14 191 | 0.46 415 |
| 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 69 | 0.82 65 | 4.90 132 | 3.27 143 | 2.91 368 | 3.54 83 | 0.70 84 | 5.30 32 | 3.05 89 | 1.73 62 | 3.31 74 | 0.49 28 | 1.60 79 | 10.91 282 | 0.96 75 | 0.03 261 | 0.11 359 | 0.00 1 | 0.23 453 | 0.04 66 | 0.03 51 |
|
| IGEV-Stereo++ |  | 2.20 69 | 0.79 57 | 3.67 60 | 3.72 191 | 3.17 382 | 3.39 72 | 0.10 21 | 8.37 146 | 3.77 113 | 2.11 88 | 4.25 103 | 2.01 102 | 4.78 237 | 2.96 29 | 0.59 18 | 0.01 141 | 0.02 100 | 0.08 365 | 0.00 1 | 0.06 87 | 0.05 112 |
|
| monsters |  | 2.21 71 | 1.25 199 | 4.09 92 | 3.59 180 | 4.35 457 | 2.20 27 | 0.18 40 | 8.31 142 | 2.84 77 | 4.11 168 | 2.86 65 | 0.20 2 | 0.76 40 | 8.41 174 | 0.95 74 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 9 | 0.01 4 |
|
| DEFOM-Stereo |  | 2.21 71 | 0.88 90 | 3.63 55 | 3.42 155 | 0.89 159 | 13.14 432 | 0.83 97 | 4.68 13 | 1.96 40 | 2.72 117 | 1.66 44 | 0.59 33 | 0.54 28 | 8.53 178 | 0.68 29 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 17 |
|
| aanet-new-34k |  | 2.22 73 | 1.33 226 | 6.99 258 | 2.55 71 | 0.37 43 | 2.69 39 | 1.58 181 | 8.25 139 | 2.14 42 | 1.11 19 | 5.28 150 | 2.45 119 | 6.42 312 | 2.04 8 | 0.80 42 | 0.00 1 | 0.08 299 | 0.03 288 | 0.02 236 | 0.07 111 | 0.20 293 |
|
| aanet-new-16k |  | 2.22 73 | 1.02 129 | 5.90 206 | 3.73 192 | 0.42 58 | 3.84 91 | 1.65 195 | 7.64 115 | 2.53 53 | 1.54 49 | 4.47 113 | 2.61 125 | 4.68 224 | 2.97 30 | 1.19 112 | 0.00 1 | 0.04 160 | 0.00 1 | 0.03 261 | 0.07 111 | 0.10 174 |
|
| 3.25w_new |  | 2.24 75 | 0.88 90 | 3.97 80 | 2.28 41 | 1.34 223 | 6.00 270 | 1.19 126 | 6.56 78 | 3.26 98 | 3.90 159 | 3.77 88 | 0.62 34 | 2.46 125 | 7.46 147 | 0.99 80 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.06 87 | 0.06 126 |
|
| 3.25w |  | 2.24 75 | 0.88 90 | 3.97 80 | 2.28 41 | 1.34 223 | 6.01 273 | 1.19 126 | 6.56 78 | 3.26 98 | 3.90 159 | 3.77 88 | 0.62 34 | 2.46 125 | 7.44 144 | 0.99 80 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.06 87 | 0.06 126 |
|
| aanet-new-40k |  | 2.30 77 | 1.29 211 | 8.15 318 | 2.62 75 | 2.23 315 | 5.47 217 | 1.80 239 | 6.79 87 | 1.59 26 | 1.14 21 | 4.71 125 | 1.12 55 | 5.55 271 | 2.35 14 | 0.85 57 | 0.00 1 | 0.06 234 | 0.02 268 | 0.04 285 | 0.04 66 | 0.18 274 |
|
| aanet-new-24k |  | 2.30 77 | 1.22 185 | 5.12 147 | 2.70 82 | 1.53 242 | 5.69 245 | 1.70 204 | 6.27 67 | 1.48 16 | 2.45 103 | 5.91 171 | 2.25 113 | 4.48 207 | 3.69 52 | 1.10 98 | 0.00 1 | 0.03 139 | 0.01 241 | 0.25 469 | 0.11 172 | 0.02 17 |
|
| aanet-new-12k |  | 2.30 77 | 0.79 57 | 8.45 335 | 4.28 240 | 0.45 67 | 4.57 134 | 1.75 225 | 8.28 141 | 2.63 65 | 2.70 114 | 1.35 39 | 1.74 82 | 4.57 216 | 3.03 31 | 1.10 98 | 0.01 141 | 0.03 139 | 0.07 354 | 0.01 195 | 0.12 177 | 0.06 126 |
|
| qwe |  | 2.30 77 | 0.82 65 | 3.76 65 | 2.60 74 | 2.75 358 | 4.59 138 | 0.28 50 | 6.62 81 | 2.90 82 | 4.62 183 | 4.62 121 | 0.55 31 | 0.89 49 | 8.78 193 | 2.09 192 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.07 111 | 0.14 226 |
|
| StereoAnything_RVC |  | 2.31 81 | 11.20 620 | 4.65 117 | 2.23 31 | 0.14 1 | 1.49 12 | 0.17 39 | 4.50 10 | 1.24 10 | 1.03 16 | 0.06 1 | 0.20 2 | 3.60 168 | 8.05 163 | 0.59 18 | 0.02 222 | 0.11 359 | 0.00 1 | 0.00 1 | 6.97 622 | 0.03 51 |
|
| aanet-new-32k |  | 2.32 82 | 1.33 226 | 5.55 185 | 2.88 98 | 1.83 276 | 5.87 260 | 1.73 218 | 7.45 106 | 1.37 12 | 1.71 59 | 4.22 101 | 2.66 130 | 6.13 296 | 2.81 25 | 0.64 23 | 0.00 1 | 0.12 372 | 0.00 1 | 0.00 1 | 0.08 128 | 0.09 162 |
|
| aanet-new-30k |  | 2.32 82 | 1.33 226 | 5.55 185 | 2.88 98 | 1.83 276 | 5.87 260 | 1.73 218 | 7.45 106 | 1.37 12 | 1.71 59 | 4.22 101 | 2.66 130 | 6.13 296 | 2.81 25 | 0.64 23 | 0.00 1 | 0.12 372 | 0.00 1 | 0.00 1 | 0.08 128 | 0.09 162 |
|
| 3.75w |  | 2.32 82 | 0.89 95 | 3.85 70 | 2.45 57 | 3.23 387 | 8.15 342 | 1.42 152 | 5.77 45 | 2.79 75 | 2.60 108 | 4.64 122 | 0.31 18 | 2.77 134 | 6.56 115 | 0.94 71 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.06 87 | 0.05 112 |
|
| RAStereo |  | 2.32 82 | 1.08 148 | 6.36 228 | 3.73 192 | 1.39 230 | 1.81 17 | 0.12 26 | 7.70 117 | 7.44 219 | 2.27 95 | 3.94 96 | 3.43 145 | 0.81 45 | 3.55 47 | 2.47 222 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 301 | 0.07 141 |
|
| 2.25w |  | 2.37 86 | 0.87 88 | 4.69 120 | 2.52 65 | 1.76 270 | 3.53 81 | 0.41 57 | 6.10 59 | 2.56 54 | 3.93 163 | 6.70 180 | 0.35 22 | 2.47 127 | 8.53 178 | 2.97 252 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 17 |
|
| 2w_stereo |  | 2.37 86 | 0.83 69 | 4.12 96 | 2.73 83 | 1.22 203 | 4.67 145 | 3.90 373 | 6.98 92 | 3.62 109 | 3.48 143 | 5.01 141 | 0.24 8 | 4.36 194 | 4.43 73 | 1.70 152 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 9 | 0.03 51 |
|
| WQFJA1++ |  | 2.38 88 | 0.59 11 | 4.21 101 | 2.66 79 | 1.85 281 | 2.47 33 | 0.29 52 | 7.02 94 | 2.10 41 | 3.41 142 | 2.43 54 | 0.68 42 | 1.63 82 | 7.27 136 | 1.00 88 | 0.01 141 | 0.05 197 | 0.01 241 | 0.01 195 | 9.83 638 | 0.09 162 |
|
| DispViT+ |  | 2.39 89 | 0.66 31 | 3.18 33 | 1.32 3 | 5.13 503 | 2.80 46 | 0.09 16 | 12.73 245 | 6.26 184 | 1.59 51 | 1.01 30 | 0.71 43 | 1.06 58 | 9.26 218 | 1.35 122 | 0.62 522 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 45 | 0.02 17 |
|
| gasm-f |  | 2.39 89 | 0.96 116 | 3.77 66 | 3.84 202 | 0.50 77 | 4.50 127 | 2.54 312 | 8.01 126 | 2.33 48 | 2.24 92 | 5.92 172 | 1.19 58 | 4.05 182 | 6.12 107 | 1.31 119 | 0.01 141 | 0.06 234 | 0.05 321 | 0.00 1 | 0.25 268 | 0.14 226 |
|
| aanet-new-22k |  | 2.41 91 | 1.25 199 | 5.47 176 | 3.25 140 | 0.40 50 | 4.44 124 | 2.00 268 | 8.36 145 | 5.01 144 | 1.72 61 | 4.75 127 | 1.55 73 | 4.99 249 | 3.65 50 | 1.01 91 | 0.00 1 | 0.07 263 | 0.01 241 | 0.03 261 | 0.09 138 | 0.10 174 |
|
| monsterstereo |  | 2.41 91 | 0.98 119 | 4.33 104 | 4.12 219 | 4.48 463 | 1.80 15 | 0.08 13 | 5.78 46 | 5.21 158 | 3.36 138 | 7.40 196 | 0.25 9 | 0.37 18 | 8.92 202 | 1.00 88 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 9 | 0.01 4 |
|
| aanet-new-90k |  | 2.42 93 | 1.26 202 | 9.16 385 | 2.92 104 | 1.53 242 | 3.13 59 | 1.43 154 | 6.60 80 | 1.73 30 | 0.84 6 | 3.32 75 | 0.91 50 | 5.09 255 | 9.29 220 | 0.80 42 | 0.00 1 | 0.05 197 | 0.00 1 | 0.00 1 | 0.05 80 | 0.25 336 |
|
| LG-Stereo |  | 2.43 94 | 1.44 260 | 7.64 289 | 3.73 192 | 0.82 150 | 3.64 85 | 1.24 131 | 6.41 76 | 5.30 161 | 1.97 76 | 7.31 192 | 0.84 48 | 0.74 38 | 4.85 83 | 2.21 205 | 0.05 308 | 0.04 160 | 0.01 241 | 0.03 261 | 0.33 342 | 0.10 174 |
|
| aanet-32k-new |  | 2.45 95 | 1.49 276 | 5.53 182 | 2.99 115 | 1.32 215 | 5.09 195 | 1.83 245 | 5.66 38 | 1.61 27 | 1.21 27 | 4.15 98 | 2.17 110 | 6.08 294 | 8.40 173 | 1.04 93 | 0.01 141 | 0.07 263 | 0.00 1 | 0.00 1 | 0.10 161 | 0.21 304 |
|
| GCAP-Stereo-DPT-25K |  | 2.45 95 | 0.84 75 | 4.09 92 | 2.41 55 | 1.89 288 | 3.98 97 | 1.61 188 | 11.16 214 | 5.53 169 | 2.00 82 | 4.92 138 | 2.56 124 | 3.54 163 | 2.27 11 | 0.68 29 | 0.02 222 | 0.17 428 | 0.00 1 | 0.43 537 | 0.12 177 | 0.81 480 |
|
| 111111 |  | 2.45 95 | 1.01 126 | 3.89 74 | 3.60 181 | 4.13 438 | 3.49 79 | 0.23 45 | 8.63 154 | 3.25 95 | 2.15 89 | 4.26 104 | 2.29 115 | 2.03 101 | 8.86 201 | 0.94 71 | 0.01 141 | 0.02 100 | 0.08 365 | 0.00 1 | 0.14 191 | 0.04 82 |
|
| 3.5w_stereo |  | 2.46 98 | 1.21 184 | 4.40 110 | 2.23 31 | 1.53 242 | 6.00 270 | 1.12 121 | 6.82 88 | 2.60 61 | 3.48 143 | 4.35 107 | 0.33 19 | 2.08 104 | 9.99 244 | 3.03 259 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 1 | 0.06 126 |
|
| aanet-new-78k |  | 2.47 99 | 1.27 204 | 10.18 436 | 3.08 123 | 0.28 19 | 2.19 26 | 1.35 146 | 6.66 83 | 1.44 15 | 1.58 50 | 4.08 97 | 1.02 51 | 6.47 314 | 8.61 181 | 0.83 49 | 0.00 1 | 0.04 160 | 0.00 1 | 0.00 1 | 0.03 45 | 0.22 312 |
|
| aanet-new-36k |  | 2.47 99 | 1.13 164 | 5.18 153 | 2.94 107 | 0.28 19 | 5.32 208 | 1.22 129 | 7.53 109 | 2.20 44 | 1.37 39 | 4.35 107 | 1.56 74 | 6.50 317 | 8.66 189 | 0.91 67 | 0.00 1 | 0.07 263 | 0.02 268 | 0.00 1 | 0.03 45 | 0.14 226 |
|
| aanet-new-70k |  | 2.48 101 | 1.18 177 | 8.17 322 | 2.76 86 | 0.62 102 | 4.98 179 | 1.52 169 | 6.84 89 | 1.57 21 | 1.69 58 | 3.83 92 | 0.84 48 | 5.29 264 | 8.97 206 | 1.12 101 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.03 45 | 0.11 191 |
|
| 3w_stereo |  | 2.49 102 | 0.84 75 | 5.43 169 | 2.46 59 | 0.46 68 | 5.44 215 | 6.54 467 | 7.07 95 | 3.41 106 | 3.30 136 | 4.77 131 | 0.28 13 | 4.24 191 | 4.24 66 | 1.30 117 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 9 | 0.07 141 |
|
| GCAP-Stereo-DPT-22K |  | 2.52 103 | 0.89 95 | 4.37 108 | 3.28 144 | 3.42 394 | 3.39 72 | 1.45 155 | 7.88 122 | 3.22 93 | 2.29 96 | 7.74 200 | 3.46 146 | 5.13 256 | 2.00 7 | 0.75 39 | 0.02 222 | 0.30 509 | 0.00 1 | 0.43 537 | 0.11 172 | 0.27 346 |
|
| fffft |  | 2.58 104 | 0.86 85 | 5.15 151 | 3.15 130 | 1.32 215 | 4.44 124 | 4.17 382 | 8.04 129 | 3.29 100 | 3.03 130 | 2.20 52 | 1.88 96 | 1.45 75 | 10.41 255 | 1.80 158 | 0.00 1 | 0.04 160 | 0.00 1 | 0.00 1 | 0.31 323 | 0.10 174 |
| 1: 1. 1 |
| AIO_test |  | 2.59 105 | 0.89 95 | 4.07 90 | 3.70 190 | 2.35 326 | 5.35 210 | 2.39 301 | 8.10 132 | 4.33 125 | 1.35 33 | 4.60 118 | 4.27 170 | 1.35 71 | 7.29 139 | 0.71 36 | 0.76 539 | 0.07 263 | 0.00 1 | 0.09 363 | 0.06 87 | 0.03 51 |
|
| Replicate-Monster |  | 2.63 106 | 3.33 514 | 11.97 472 | 2.38 53 | 1.08 182 | 3.13 59 | 0.44 60 | 6.76 86 | 4.42 129 | 3.79 153 | 1.30 38 | 0.66 41 | 1.15 61 | 8.78 193 | 0.48 8 | 0.01 141 | 0.08 299 | 0.00 1 | 0.00 1 | 0.26 279 | 2.68 576 |
|
| TS12 |  | 2.64 107 | 0.78 52 | 3.08 27 | 2.06 18 | 0.32 26 | 6.38 294 | 0.20 42 | 8.17 135 | 4.25 123 | 2.93 123 | 10.46 242 | 1.46 66 | 3.07 141 | 7.82 156 | 1.77 156 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.04 66 | 0.02 17 |
|
| aanet-new-60k |  | 2.64 107 | 1.31 219 | 9.62 405 | 2.69 81 | 0.91 162 | 6.94 316 | 1.66 196 | 6.67 84 | 1.57 21 | 1.53 48 | 3.90 94 | 2.64 129 | 3.38 155 | 8.81 198 | 0.90 64 | 0.00 1 | 0.07 263 | 0.01 241 | 0.01 195 | 0.04 66 | 0.20 293 |
|
| GIP-stereo |  | 2.66 109 | 1.00 125 | 4.00 82 | 4.99 292 | 3.41 393 | 3.38 71 | 0.77 92 | 8.73 159 | 5.69 174 | 2.08 86 | 5.38 151 | 4.13 166 | 3.21 145 | 5.21 90 | 1.05 96 | 0.01 141 | 0.06 234 | 0.00 1 | 0.00 1 | 0.07 111 | 0.04 82 |
|
| aanet-new-10k |  | 2.69 110 | 1.23 190 | 9.26 387 | 4.00 210 | 0.52 83 | 8.39 347 | 1.89 255 | 7.92 124 | 1.69 29 | 2.89 122 | 2.99 67 | 2.76 132 | 5.48 268 | 3.07 33 | 1.35 122 | 0.00 1 | 0.11 359 | 0.05 321 | 0.04 285 | 0.09 138 | 0.04 82 |
|
| Foundation-i1c-attn |  | 2.71 111 | 0.60 14 | 3.06 25 | 2.24 33 | 0.51 79 | 5.22 201 | 4.50 393 | 8.99 164 | 3.66 111 | 3.62 148 | 3.42 78 | 5.81 212 | 4.90 243 | 6.67 122 | 0.91 67 | 0.02 222 | 0.09 318 | 0.00 1 | 0.00 1 | 0.02 9 | 0.06 126 |
|
| Zero-FE251 |  | 2.73 112 | 1.57 314 | 5.05 143 | 4.17 222 | 1.92 293 | 7.26 324 | 0.75 89 | 7.75 120 | 3.01 87 | 4.88 196 | 2.40 53 | 5.44 203 | 4.17 188 | 4.39 71 | 1.31 119 | 0.27 437 | 0.06 234 | 0.04 310 | 0.03 261 | 0.03 45 | 0.12 201 |
|
| MaDis-Stereo |  | 2.73 112 | 1.56 310 | 6.21 226 | 2.96 112 | 2.45 333 | 1.80 15 | 0.28 50 | 7.43 105 | 5.07 151 | 2.57 106 | 3.43 79 | 7.13 250 | 4.71 230 | 5.74 98 | 2.91 249 | 0.00 1 | 0.05 197 | 0.00 1 | 0.00 1 | 0.15 199 | 0.12 201 |
|
| GCAP-Stereo-cres-4k |  | 2.74 114 | 1.02 129 | 5.23 154 | 4.54 259 | 2.61 344 | 9.27 360 | 1.75 225 | 7.23 101 | 3.64 110 | 1.98 78 | 5.02 142 | 2.28 114 | 5.13 256 | 3.57 48 | 1.16 111 | 0.00 1 | 0.13 388 | 0.00 1 | 0.02 236 | 0.05 80 | 0.13 216 |
|
| HUF |  | 2.75 115 | 1.32 223 | 5.28 158 | 2.83 92 | 0.55 87 | 5.23 203 | 2.19 279 | 8.97 162 | 4.23 122 | 1.97 76 | 4.39 110 | 5.03 189 | 2.64 129 | 6.86 128 | 1.44 128 | 0.73 536 | 0.63 576 | 0.09 377 | 0.00 1 | 0.17 221 | 0.44 409 |
|
| LG-Stereo_Zeroshot |  | 2.77 116 | 0.90 104 | 5.49 178 | 4.91 288 | 1.75 269 | 3.75 88 | 0.85 99 | 7.14 97 | 3.33 102 | 3.51 146 | 10.67 244 | 2.03 103 | 5.26 263 | 3.11 34 | 1.80 158 | 0.00 1 | 0.06 234 | 0.00 1 | 0.19 432 | 0.43 384 | 0.19 288 |
|
| IGEV-Stereo+ |  | 2.77 116 | 0.92 107 | 4.09 92 | 3.14 129 | 4.62 474 | 2.57 35 | 0.70 84 | 4.34 8 | 2.29 46 | 1.76 66 | 0.59 22 | 0.77 46 | 3.49 161 | 8.65 187 | 0.68 29 | 0.03 261 | 0.10 338 | 0.00 1 | 0.24 463 | 5.77 616 | 10.68 654 |
|
| gcap_with_dpt |  | 2.78 118 | 0.83 69 | 5.55 185 | 3.02 117 | 4.35 457 | 5.14 198 | 1.31 138 | 7.11 96 | 4.14 120 | 5.93 214 | 11.93 265 | 2.05 105 | 0.57 29 | 2.55 18 | 0.80 42 | 0.00 1 | 0.08 299 | 0.01 241 | 0.09 363 | 0.11 172 | 0.05 112 |
|
| GCAP-Stereo-DPT-cres |  | 2.79 119 | 0.82 65 | 4.94 135 | 2.88 98 | 4.51 469 | 7.85 337 | 1.68 200 | 7.92 124 | 2.72 69 | 2.50 105 | 5.74 169 | 3.82 160 | 6.75 330 | 2.59 19 | 0.94 71 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 172 | 0.03 51 |
|
| AIO_rvc |  | 2.81 120 | 1.10 156 | 4.88 130 | 3.63 184 | 2.59 343 | 5.36 211 | 1.85 248 | 8.21 138 | 4.37 127 | 1.60 53 | 4.74 126 | 4.74 184 | 1.16 62 | 10.10 247 | 1.13 105 | 0.47 493 | 0.04 160 | 0.00 1 | 0.04 285 | 0.15 199 | 0.12 201 |
|
| SMoEStereo_RVC |  | 2.81 120 | 1.07 145 | 5.08 145 | 3.86 205 | 0.60 99 | 6.39 295 | 1.91 257 | 7.82 121 | 3.79 114 | 3.87 158 | 3.69 87 | 2.78 133 | 2.25 110 | 10.60 262 | 1.99 180 | 0.00 1 | 0.02 100 | 0.03 288 | 0.00 1 | 0.25 268 | 0.17 264 |
|
| mms |  | 2.86 122 | 1.38 241 | 5.26 156 | 3.68 187 | 1.84 278 | 4.23 110 | 4.01 376 | 8.01 126 | 4.29 124 | 2.43 102 | 5.53 165 | 3.05 137 | 1.35 71 | 9.22 215 | 2.06 188 | 0.00 1 | 0.06 234 | 0.00 1 | 0.00 1 | 0.36 354 | 0.44 409 |
|
| aanet-new-8k |  | 2.87 123 | 1.08 148 | 5.00 142 | 3.55 171 | 0.36 41 | 5.96 266 | 1.77 234 | 9.42 169 | 4.81 138 | 2.01 84 | 3.89 93 | 1.30 62 | 6.79 333 | 9.92 240 | 1.42 127 | 0.01 141 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 128 | 0.04 82 |
|
| gcap-zeroshot |  | 2.89 124 | 0.89 95 | 5.46 173 | 2.84 93 | 4.48 463 | 4.56 131 | 1.32 141 | 8.66 155 | 7.60 220 | 5.67 209 | 10.03 230 | 1.78 86 | 0.45 20 | 2.69 22 | 1.04 93 | 0.00 1 | 0.07 263 | 0.00 1 | 0.06 332 | 0.10 161 | 0.04 82 |
|
| UniTT-Stereo |  | 2.89 124 | 0.90 104 | 6.74 242 | 4.08 214 | 2.42 329 | 2.63 37 | 0.42 58 | 5.57 34 | 4.88 141 | 5.36 205 | 7.63 198 | 1.09 54 | 1.47 77 | 8.80 197 | 5.11 354 | 0.03 261 | 0.07 263 | 0.00 1 | 0.01 195 | 0.48 403 | 0.11 191 |
|
| testlalala |  | 2.89 124 | 0.89 95 | 5.46 173 | 2.84 93 | 4.48 463 | 4.56 131 | 1.32 141 | 8.66 155 | 7.60 220 | 5.67 209 | 10.03 230 | 1.78 86 | 0.45 20 | 2.69 22 | 1.04 93 | 0.00 1 | 0.07 263 | 0.00 1 | 0.06 332 | 0.10 161 | 0.04 82 |
|
| 1w_stereo |  | 2.90 127 | 0.72 35 | 3.59 52 | 3.30 146 | 2.15 310 | 4.37 116 | 6.74 476 | 6.40 75 | 5.23 159 | 2.83 121 | 7.30 191 | 0.25 9 | 4.36 194 | 8.30 170 | 2.44 220 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 17 |
|
| ours_stereo |  | 2.91 128 | 1.34 230 | 5.14 149 | 3.67 185 | 1.49 238 | 3.87 92 | 2.80 326 | 8.10 132 | 6.28 185 | 2.15 89 | 5.66 167 | 3.98 162 | 1.84 97 | 9.38 222 | 1.77 156 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.32 333 | 0.34 377 |
|
| AIO-Stereo |   | 2.91 128 | 1.19 180 | 5.14 149 | 4.15 221 | 0.79 144 | 4.67 145 | 1.76 231 | 9.59 175 | 5.19 157 | 2.66 113 | 4.76 130 | 5.40 202 | 0.78 41 | 10.30 251 | 1.23 115 | 0.00 1 | 0.06 234 | 0.00 1 | 0.36 517 | 0.09 138 | 0.15 246 |
|
| aanet-new-14k |  | 2.92 130 | 0.98 119 | 7.97 306 | 3.81 199 | 0.32 26 | 4.39 120 | 1.76 231 | 10.49 199 | 9.76 264 | 2.98 127 | 4.82 135 | 0.62 34 | 6.72 325 | 2.51 17 | 1.21 114 | 0.00 1 | 0.02 100 | 0.01 241 | 0.00 1 | 0.08 128 | 0.03 51 |
|
| Foundation-i1b |  | 2.92 130 | 0.62 16 | 3.27 37 | 2.10 21 | 0.80 147 | 6.05 278 | 4.79 404 | 9.72 181 | 3.49 107 | 4.53 180 | 3.28 72 | 6.44 233 | 5.47 267 | 6.76 125 | 0.92 69 | 0.02 222 | 0.09 318 | 0.00 1 | 0.00 1 | 0.02 9 | 0.03 51 |
|
| EGLCR-Stereo |  | 2.92 130 | 1.06 138 | 5.28 158 | 3.38 152 | 0.55 87 | 4.59 138 | 0.66 78 | 10.43 198 | 4.81 138 | 3.30 136 | 3.23 71 | 7.93 270 | 1.71 88 | 9.22 215 | 1.62 144 | 0.05 308 | 0.12 372 | 0.00 1 | 0.00 1 | 0.23 256 | 0.16 255 |
|
| Foundation-i1a |  | 2.94 133 | 0.64 23 | 3.21 35 | 2.24 33 | 0.39 49 | 5.32 208 | 3.99 374 | 9.68 177 | 3.94 118 | 5.17 202 | 3.16 70 | 6.62 237 | 5.95 289 | 7.03 130 | 1.32 121 | 0.02 222 | 0.10 338 | 0.00 1 | 0.00 1 | 0.02 9 | 0.06 126 |
|
| IGEV++ |  | 2.98 134 | 1.27 204 | 5.17 152 | 5.41 343 | 0.47 69 | 4.63 143 | 1.71 216 | 9.97 187 | 4.75 135 | 2.58 107 | 6.27 176 | 4.35 172 | 4.44 203 | 4.98 87 | 3.05 262 | 0.00 1 | 0.07 263 | 0.00 1 | 0.08 349 | 0.24 263 | 0.18 274 |
|
| IGEV-RUCA |  | 3.00 135 | 1.12 163 | 4.51 113 | 4.78 276 | 2.30 321 | 6.18 281 | 1.80 239 | 7.24 103 | 4.79 136 | 2.63 112 | 4.91 136 | 4.06 163 | 2.44 124 | 9.70 232 | 1.50 131 | 0.14 369 | 0.26 497 | 0.21 469 | 0.29 489 | 0.74 484 | 0.35 382 |
|
| zero-FE |  | 3.01 136 | 1.06 138 | 4.57 115 | 4.18 226 | 4.04 433 | 3.24 66 | 1.51 166 | 6.17 63 | 1.87 37 | 1.00 13 | 2.52 55 | 1.72 80 | 4.92 244 | 6.19 109 | 2.77 240 | 0.27 437 | 0.10 338 | 0.00 1 | 0.05 313 | 13.94 655 | 0.09 162 |
|
| MSCF |  | 3.01 136 | 1.87 404 | 5.23 154 | 3.98 209 | 0.70 119 | 5.42 214 | 1.48 157 | 8.59 148 | 4.59 134 | 5.05 199 | 6.40 177 | 1.76 85 | 7.07 337 | 5.69 96 | 1.36 124 | 0.00 1 | 0.02 100 | 0.00 1 | 0.63 562 | 0.16 210 | 0.24 329 |
|
| GCAP-Stereo-DPT-5K |  | 3.02 138 | 0.89 95 | 5.34 161 | 2.90 102 | 4.48 463 | 4.69 148 | 1.34 144 | 8.59 148 | 8.81 247 | 5.94 216 | 10.70 246 | 1.84 92 | 0.51 23 | 2.94 27 | 1.12 101 | 0.00 1 | 0.07 263 | 0.00 1 | 0.04 285 | 0.09 138 | 0.04 82 |
|
| test_for_model |  | 3.02 138 | 0.89 95 | 5.34 161 | 2.90 102 | 4.48 463 | 4.69 148 | 1.34 144 | 8.59 148 | 8.81 247 | 5.94 216 | 10.70 246 | 1.84 92 | 0.51 23 | 2.94 27 | 1.12 101 | 0.00 1 | 0.07 263 | 0.00 1 | 0.04 285 | 0.09 138 | 0.04 82 |
|
| BStereo |   | 3.05 140 | 1.51 284 | 15.51 529 | 2.95 109 | 1.03 171 | 5.97 267 | 3.41 352 | 6.02 53 | 5.56 170 | 2.75 119 | 1.76 46 | 2.49 122 | 0.78 41 | 7.72 152 | 3.07 263 | 0.01 141 | 0.03 139 | 0.04 310 | 0.09 363 | 0.09 138 | 0.17 264 |
|
| GCAP-Stereo-DPT-2K |  | 3.06 141 | 0.86 85 | 5.37 165 | 2.84 93 | 4.43 461 | 4.03 99 | 1.27 133 | 7.50 108 | 7.27 216 | 6.46 225 | 12.28 270 | 2.19 112 | 0.60 31 | 4.86 84 | 0.90 64 | 0.00 1 | 0.07 263 | 0.00 1 | 0.08 349 | 0.09 138 | 0.05 112 |
|
| Selective-IGEV-i32 |  | 3.06 141 | 1.11 159 | 4.98 136 | 3.56 172 | 1.63 256 | 4.72 152 | 2.15 278 | 10.74 210 | 4.55 130 | 2.94 125 | 4.60 118 | 5.53 205 | 1.78 92 | 10.82 277 | 1.69 149 | 0.00 1 | 0.01 43 | 0.00 1 | 0.14 400 | 0.06 87 | 0.13 216 |
|
| Selective-IGEV |  | 3.06 141 | 1.11 159 | 4.98 136 | 3.56 172 | 1.66 258 | 4.73 153 | 2.14 277 | 10.73 209 | 4.56 131 | 2.93 123 | 4.60 118 | 5.54 206 | 1.77 91 | 10.82 277 | 1.69 149 | 0.00 1 | 0.01 43 | 0.00 1 | 0.14 400 | 0.06 87 | 0.13 216 |
|
| RSM++ |  | 3.08 144 | 1.04 135 | 5.27 157 | 4.25 236 | 0.50 77 | 5.04 190 | 2.63 317 | 10.11 189 | 4.34 126 | 3.16 133 | 4.66 123 | 6.73 239 | 1.87 99 | 9.96 242 | 1.69 149 | 0.00 1 | 0.00 1 | 0.01 241 | 0.18 419 | 0.14 191 | 0.10 174 |
|
| aanet-new |  | 3.09 145 | 1.23 190 | 5.57 189 | 4.01 211 | 2.64 349 | 10.34 371 | 1.80 239 | 7.22 100 | 1.74 31 | 1.88 72 | 5.05 145 | 2.33 116 | 7.68 348 | 9.12 213 | 0.99 80 | 0.01 141 | 0.07 263 | 0.00 1 | 0.00 1 | 0.05 80 | 0.05 112 |
|
| RSM |  | 3.10 146 | 0.98 119 | 4.86 129 | 4.17 222 | 1.08 182 | 4.76 161 | 1.83 245 | 10.14 190 | 4.21 121 | 3.38 140 | 4.34 105 | 7.82 267 | 1.75 90 | 10.69 266 | 1.64 147 | 0.00 1 | 0.03 139 | 0.00 1 | 0.18 419 | 0.13 185 | 0.07 141 |
|
| VIP-Stereo |  | 3.13 147 | 1.39 243 | 4.85 128 | 3.02 117 | 4.34 455 | 15.03 472 | 1.76 231 | 5.70 39 | 3.66 111 | 1.87 71 | 5.38 151 | 2.42 118 | 1.84 97 | 9.45 223 | 1.65 148 | 0.00 1 | 0.08 299 | 0.00 1 | 0.00 1 | 0.06 87 | 0.13 216 |
|
| FlowAnything_test |  | 3.13 147 | 1.42 250 | 6.59 234 | 8.69 516 | 1.35 226 | 8.70 350 | 2.51 308 | 7.60 114 | 3.03 88 | 4.10 167 | 2.67 62 | 3.52 153 | 0.75 39 | 5.86 102 | 4.48 332 | 0.06 328 | 0.03 139 | 0.15 438 | 0.66 564 | 0.16 210 | 0.18 274 |
|
| GCAP-Stereo-DPT-3K |  | 3.15 149 | 0.89 95 | 5.41 168 | 2.73 83 | 4.54 471 | 4.68 147 | 1.28 134 | 9.18 168 | 9.89 267 | 5.93 214 | 11.97 266 | 1.79 90 | 0.42 19 | 3.06 32 | 0.85 57 | 0.00 1 | 0.07 263 | 0.00 1 | 0.07 343 | 0.09 138 | 0.04 82 |
|
| DNS |  | 3.17 150 | 1.01 126 | 5.78 202 | 4.37 248 | 1.53 242 | 4.89 171 | 0.23 45 | 9.46 172 | 5.04 145 | 6.04 220 | 5.88 170 | 8.57 281 | 3.10 142 | 3.80 53 | 1.82 162 | 0.76 539 | 0.07 263 | 0.00 1 | 0.09 363 | 0.72 477 | 0.35 382 |
|
| DDF-Stereo |  | 3.17 150 | 1.08 148 | 4.40 110 | 4.63 267 | 4.02 432 | 3.40 74 | 1.51 166 | 5.27 28 | 1.78 33 | 0.85 8 | 2.57 57 | 1.68 79 | 4.63 223 | 8.01 162 | 2.80 243 | 0.27 437 | 0.13 388 | 0.00 1 | 0.14 400 | 16.19 660 | 0.09 162 |
|
| AEACV |  | 3.17 150 | 1.11 159 | 5.39 167 | 4.55 260 | 5.35 519 | 4.29 113 | 1.60 185 | 6.21 64 | 5.43 165 | 3.08 132 | 7.85 202 | 4.23 168 | 6.55 319 | 5.51 91 | 1.56 137 | 0.00 1 | 0.09 318 | 0.03 288 | 0.32 504 | 0.20 233 | 0.12 201 |
|
| GASTEREO |  | 3.18 153 | 1.99 425 | 5.13 148 | 4.28 240 | 0.70 119 | 5.59 229 | 1.49 161 | 8.66 155 | 4.94 143 | 5.17 202 | 6.84 185 | 1.58 75 | 7.14 339 | 7.72 152 | 1.38 125 | 0.00 1 | 0.02 100 | 0.00 1 | 0.64 563 | 0.08 128 | 0.23 322 |
|
| DEFOM-Stereo_RVC |  | 3.18 153 | 6.90 585 | 3.85 70 | 10.48 570 | 1.59 249 | 4.71 151 | 0.47 64 | 8.39 147 | 2.76 71 | 2.34 98 | 3.12 69 | 0.74 44 | 7.20 342 | 9.02 211 | 1.62 144 | 0.00 1 | 0.14 405 | 0.00 1 | 0.19 432 | 0.02 9 | 0.03 51 |
|
| NLSM3 |  | 3.19 155 | 0.86 85 | 3.90 75 | 3.11 127 | 4.00 431 | 3.18 61 | 0.55 72 | 13.79 276 | 8.23 237 | 3.39 141 | 6.88 187 | 1.79 90 | 3.97 178 | 7.12 134 | 3.01 255 | 0.01 141 | 0.00 1 | 0.05 321 | 0.00 1 | 0.03 45 | 0.01 4 |
|
| SCV |  | 3.20 156 | 1.40 245 | 5.96 210 | 4.71 270 | 0.71 124 | 4.21 109 | 1.70 204 | 10.94 211 | 6.06 179 | 1.85 70 | 4.80 133 | 6.16 220 | 2.74 133 | 9.82 235 | 1.74 154 | 0.05 308 | 0.09 318 | 0.00 1 | 0.24 463 | 0.50 417 | 0.30 359 |
|
| tt45 |  | 3.20 156 | 0.95 111 | 4.36 107 | 3.73 192 | 1.86 283 | 8.19 343 | 2.05 275 | 9.12 167 | 3.36 105 | 5.60 208 | 4.42 111 | 4.61 183 | 2.39 120 | 11.00 286 | 1.96 174 | 0.00 1 | 0.04 160 | 0.00 1 | 0.01 195 | 0.32 333 | 0.10 174 |
|
| MoCha-V2 |  | 3.20 156 | 0.92 107 | 4.82 127 | 5.09 301 | 0.40 50 | 4.63 143 | 1.37 148 | 9.81 183 | 5.41 164 | 5.58 207 | 5.26 149 | 2.63 128 | 6.48 315 | 9.90 239 | 1.15 107 | 0.02 222 | 0.24 486 | 0.00 1 | 0.25 469 | 0.07 111 | 0.04 82 |
|
| Pointernet |  | 3.22 159 | 0.84 75 | 5.79 203 | 3.22 139 | 0.35 38 | 5.27 206 | 0.37 55 | 16.46 324 | 5.96 177 | 4.11 168 | 6.81 184 | 4.84 187 | 2.73 132 | 4.78 81 | 2.52 225 | 0.00 1 | 0.15 412 | 0.00 1 | 0.22 444 | 0.04 66 | 0.02 17 |
|
| SCV_C0 |  | 3.23 160 | 1.31 219 | 6.44 230 | 3.20 135 | 0.82 150 | 4.84 168 | 1.61 188 | 10.34 196 | 6.85 198 | 2.74 118 | 4.91 136 | 6.26 227 | 1.81 96 | 11.06 289 | 1.50 131 | 0.11 356 | 0.06 234 | 0.00 1 | 0.23 453 | 0.33 342 | 0.11 191 |
|
| MGS-Stereo |  | 3.26 161 | 1.29 211 | 6.73 240 | 3.30 146 | 0.47 69 | 4.89 171 | 1.55 176 | 6.15 62 | 8.88 252 | 4.31 172 | 10.15 233 | 5.48 204 | 1.27 66 | 8.09 167 | 1.97 177 | 0.04 282 | 0.01 43 | 0.02 268 | 0.00 1 | 0.57 442 | 0.04 82 |
|
| rrr |  | 3.26 161 | 1.57 314 | 7.72 294 | 3.36 150 | 0.60 99 | 4.93 175 | 1.59 182 | 10.72 208 | 5.11 155 | 3.79 153 | 4.58 116 | 4.53 179 | 4.00 180 | 10.13 248 | 2.09 192 | 0.00 1 | 0.06 234 | 0.00 1 | 0.22 444 | 0.12 177 | 0.18 274 |
|
| CroCo-Stereo |   | 3.27 163 | 1.90 407 | 7.18 264 | 8.50 514 | 1.11 184 | 0.96 3 | 0.97 111 | 10.18 191 | 8.20 235 | 3.59 147 | 4.69 124 | 8.02 274 | 4.53 213 | 2.75 24 | 2.34 212 | 0.01 141 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 323 | 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 |  | 3.28 164 | 1.20 182 | 5.94 209 | 3.67 185 | 0.85 153 | 4.84 168 | 1.75 225 | 10.18 191 | 6.44 187 | 2.60 108 | 6.15 173 | 6.33 230 | 3.16 144 | 10.08 246 | 1.62 144 | 0.00 1 | 0.12 372 | 0.00 1 | 0.00 1 | 0.30 311 | 0.33 373 |
|
| IGEVStereo-DCA |  | 3.31 165 | 1.57 314 | 6.20 221 | 3.36 150 | 0.60 99 | 4.93 175 | 1.70 204 | 13.26 256 | 5.04 145 | 3.79 153 | 4.58 116 | 4.53 179 | 4.00 180 | 10.13 248 | 2.09 192 | 0.00 1 | 0.06 234 | 0.00 1 | 0.18 419 | 0.12 177 | 0.14 226 |
|
| test_xeample3 |  | 3.34 166 | 1.54 296 | 7.67 290 | 3.33 149 | 0.68 113 | 5.74 248 | 1.63 191 | 12.05 224 | 3.88 117 | 6.71 226 | 3.81 91 | 3.17 141 | 3.34 154 | 10.59 261 | 2.07 189 | 0.00 1 | 0.02 100 | 0.00 1 | 0.27 482 | 0.13 185 | 0.16 255 |
|
| GCAP-Stereo-DPT-FT |  | 3.37 167 | 5.20 557 | 20.75 582 | 3.26 141 | 3.66 408 | 3.19 62 | 1.77 234 | 8.61 153 | 2.83 76 | 2.16 91 | 3.61 86 | 3.75 157 | 3.63 170 | 3.13 35 | 1.41 126 | 0.05 308 | 0.12 372 | 0.00 1 | 0.01 195 | 0.13 185 | 0.22 312 |
|
| GLC_STEREO |  | 3.40 168 | 1.06 138 | 3.44 47 | 6.52 428 | 0.20 5 | 4.76 161 | 1.66 196 | 8.97 162 | 6.59 191 | 5.39 206 | 9.04 212 | 5.23 197 | 2.03 101 | 9.76 234 | 2.77 240 | 0.01 141 | 0.03 139 | 0.21 469 | 0.00 1 | 0.23 256 | 0.06 126 |
|
| VMStereo-Base |   | 3.41 169 | 0.84 75 | 4.19 100 | 1.72 6 | 0.47 69 | 3.01 52 | 0.57 73 | 10.10 188 | 14.58 332 | 3.85 157 | 9.11 214 | 7.48 264 | 2.36 117 | 7.75 155 | 1.90 167 | 0.07 339 | 0.08 299 | 0.04 310 | 0.00 1 | 0.06 87 | 0.02 17 |
|
| GCAP-Stereo-DPT-20K |  | 3.44 170 | 0.76 47 | 17.99 561 | 1.92 9 | 2.08 305 | 4.60 140 | 1.60 185 | 7.55 110 | 3.25 95 | 2.62 110 | 5.03 143 | 3.50 151 | 4.57 216 | 1.99 5 | 0.60 20 | 0.04 282 | 0.16 423 | 0.00 1 | 0.20 437 | 0.89 499 | 9.42 650 |
|
| 999 |  | 3.44 170 | 0.92 107 | 4.78 123 | 4.69 269 | 2.34 325 | 7.58 334 | 2.20 280 | 9.81 183 | 6.11 181 | 2.96 126 | 4.79 132 | 5.07 190 | 2.27 115 | 12.10 355 | 2.76 239 | 0.03 261 | 0.09 318 | 0.00 1 | 0.00 1 | 0.29 301 | 0.10 174 |
|
| GCAPDPT-zeroshot4090 |  | 3.44 170 | 0.76 47 | 17.99 561 | 1.92 9 | 2.08 305 | 4.60 140 | 1.60 185 | 7.55 110 | 3.25 95 | 2.62 110 | 5.03 143 | 3.50 151 | 4.57 216 | 1.99 5 | 0.60 20 | 0.04 282 | 0.16 423 | 0.00 1 | 0.20 437 | 0.89 499 | 9.42 650 |
|
| DF |  | 3.48 173 | 1.24 197 | 6.65 236 | 4.11 218 | 1.07 179 | 4.50 127 | 1.71 216 | 8.04 129 | 4.39 128 | 3.91 162 | 9.37 219 | 9.95 300 | 1.48 78 | 9.73 233 | 2.61 229 | 0.01 141 | 0.22 467 | 0.00 1 | 0.33 509 | 0.06 87 | 0.16 255 |
|
| ff7 |  | 3.48 173 | 1.76 384 | 6.20 221 | 3.45 157 | 1.13 188 | 5.02 184 | 1.70 204 | 13.26 256 | 5.04 145 | 4.66 187 | 5.47 160 | 3.49 147 | 4.70 226 | 11.14 294 | 2.01 181 | 0.00 1 | 0.04 160 | 0.00 1 | 0.18 419 | 0.30 311 | 0.14 226 |
|
| ffff |  | 3.48 173 | 1.76 384 | 6.20 221 | 3.45 157 | 1.13 188 | 5.02 184 | 1.70 204 | 13.26 256 | 5.04 145 | 4.66 187 | 5.47 160 | 3.49 147 | 4.70 226 | 11.14 294 | 2.01 181 | 0.00 1 | 0.04 160 | 0.00 1 | 0.18 419 | 0.30 311 | 0.14 226 |
|
| 11t |  | 3.48 173 | 1.76 384 | 6.20 221 | 3.45 157 | 1.13 188 | 5.02 184 | 1.70 204 | 13.26 256 | 5.04 145 | 4.66 187 | 5.47 160 | 3.49 147 | 4.70 226 | 11.14 294 | 2.01 181 | 0.00 1 | 0.04 160 | 0.00 1 | 0.18 419 | 0.30 311 | 0.14 226 |
|
| ccc-4 |  | 3.48 173 | 1.76 384 | 6.20 221 | 3.45 157 | 1.13 188 | 5.02 184 | 1.70 204 | 13.26 256 | 5.04 145 | 4.66 187 | 5.47 160 | 3.49 147 | 4.70 226 | 11.14 294 | 2.01 181 | 0.00 1 | 0.04 160 | 0.00 1 | 0.18 419 | 0.30 311 | 0.14 226 |
|
| anonymousdsp |  | 3.51 178 | 1.75 378 | 5.66 194 | 3.49 165 | 1.13 188 | 5.04 190 | 1.74 222 | 13.69 268 | 5.07 151 | 4.83 192 | 5.42 155 | 4.25 169 | 4.44 203 | 11.14 294 | 1.98 178 | 0.00 1 | 0.04 160 | 0.00 1 | 0.18 419 | 0.31 323 | 0.13 216 |
|
| castereo++ |  | 3.52 179 | 1.28 207 | 3.96 79 | 3.76 197 | 2.61 344 | 16.87 517 | 1.95 265 | 7.57 112 | 8.51 242 | 2.26 94 | 4.54 115 | 5.10 191 | 2.04 103 | 8.75 192 | 0.74 37 | 0.00 1 | 0.15 412 | 0.00 1 | 0.35 514 | 0.05 80 | 0.02 17 |
|
| IGEV-Stereo |   | 3.52 179 | 1.75 378 | 5.67 195 | 3.49 165 | 1.12 186 | 5.04 190 | 1.73 218 | 13.70 269 | 5.07 151 | 4.83 192 | 5.42 155 | 4.27 170 | 4.43 202 | 11.15 299 | 1.98 178 | 0.00 1 | 0.04 160 | 0.00 1 | 0.18 419 | 0.31 323 | 0.12 201 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| Foundation-i1 |  | 3.56 181 | 0.63 20 | 2.94 18 | 3.20 135 | 3.52 402 | 6.18 281 | 4.51 394 | 12.68 244 | 5.38 162 | 5.96 219 | 6.16 174 | 7.37 261 | 4.87 241 | 6.38 111 | 1.27 116 | 0.02 222 | 0.09 318 | 0.00 1 | 0.00 1 | 0.03 45 | 0.04 82 |
|
| CREStereo |  | 3.58 182 | 1.05 137 | 3.35 41 | 2.17 26 | 0.59 95 | 5.61 230 | 0.40 56 | 10.50 200 | 13.34 319 | 6.93 234 | 10.44 240 | 5.29 200 | 3.47 159 | 5.82 100 | 2.62 232 | 0.01 141 | 0.01 43 | 0.02 268 | 0.01 195 | 0.04 66 | 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 |  | 3.59 183 | 1.07 145 | 3.81 68 | 2.80 88 | 0.52 83 | 4.98 179 | 1.18 125 | 10.35 197 | 12.97 309 | 4.54 181 | 10.75 249 | 3.89 161 | 3.27 149 | 8.78 193 | 2.63 233 | 0.03 261 | 0.03 139 | 0.09 377 | 0.00 1 | 0.12 177 | 0.04 82 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| ProNet |  | 3.61 184 | 1.91 410 | 6.17 220 | 3.31 148 | 0.67 112 | 5.51 219 | 6.46 463 | 12.60 242 | 6.23 182 | 3.18 134 | 4.80 133 | 3.64 155 | 3.57 164 | 11.15 299 | 2.11 196 | 0.02 222 | 0.21 457 | 0.01 241 | 0.01 195 | 0.41 378 | 0.14 226 |
|
| trnet |  | 3.62 185 | 0.95 111 | 3.30 38 | 2.21 30 | 0.56 89 | 5.67 243 | 0.42 58 | 10.62 206 | 13.30 317 | 6.89 232 | 10.45 241 | 5.78 210 | 3.69 171 | 5.80 99 | 2.61 229 | 0.00 1 | 0.02 100 | 0.03 288 | 0.01 195 | 0.04 66 | 0.02 17 |
|
| GCAP-BAT |  | 3.64 186 | 1.06 138 | 7.37 278 | 3.46 161 | 3.60 405 | 2.72 40 | 1.55 176 | 8.93 160 | 12.16 293 | 4.62 183 | 6.47 178 | 7.18 253 | 1.80 94 | 9.68 230 | 1.82 162 | 0.04 282 | 0.10 338 | 0.00 1 | 0.01 195 | 0.07 111 | 0.14 226 |
|
| GCAPDPT-zeroshot |  | 3.64 186 | 1.06 138 | 7.35 277 | 3.46 161 | 3.60 405 | 2.72 40 | 1.55 176 | 8.93 160 | 12.16 293 | 4.62 183 | 6.47 178 | 7.18 253 | 1.80 94 | 9.68 230 | 1.81 160 | 0.04 282 | 0.10 338 | 0.00 1 | 0.01 195 | 0.07 111 | 0.14 226 |
|
| U |  | 3.65 188 | 0.64 23 | 5.91 207 | 3.91 206 | 11.89 639 | 11.50 399 | 0.20 42 | 7.66 116 | 5.38 162 | 1.79 68 | 2.55 56 | 0.76 45 | 1.61 80 | 2.34 13 | 0.70 34 | 0.00 1 | 0.04 160 | 10.60 652 | 5.47 641 | 0.04 66 | 0.02 17 |
|
| water-stereo |  | 3.66 189 | 0.84 75 | 4.79 126 | 3.60 181 | 0.79 144 | 5.03 189 | 0.89 105 | 12.93 247 | 5.45 167 | 5.82 212 | 14.74 293 | 6.51 236 | 4.76 236 | 3.37 38 | 3.26 277 | 0.03 261 | 0.13 388 | 0.09 377 | 0.04 285 | 0.06 87 | 0.07 141 |
|
| Wave_Phase_stereo |  | 3.68 190 | 1.51 284 | 15.51 529 | 2.95 109 | 1.03 171 | 12.63 422 | 3.41 352 | 11.91 221 | 5.56 170 | 2.75 119 | 1.76 46 | 2.49 122 | 0.78 41 | 7.72 152 | 3.07 263 | 0.01 141 | 0.03 139 | 0.04 310 | 0.09 363 | 0.09 138 | 0.17 264 |
|
| Occ-G |  | 3.68 190 | 1.07 145 | 4.68 118 | 3.11 127 | 1.26 207 | 3.63 84 | 6.75 477 | 7.88 122 | 4.90 142 | 4.37 177 | 8.36 203 | 9.68 297 | 4.39 197 | 9.65 228 | 3.23 276 | 0.00 1 | 0.11 359 | 0.00 1 | 0.19 432 | 0.19 229 | 0.07 141 |
|
| DA |  | 3.70 192 | 0.83 69 | 4.78 123 | 5.07 298 | 0.70 119 | 16.50 512 | 1.94 262 | 9.42 169 | 7.22 212 | 4.02 164 | 6.78 181 | 5.96 216 | 4.49 209 | 4.16 63 | 1.54 134 | 0.05 308 | 0.12 372 | 0.00 1 | 0.00 1 | 0.06 87 | 0.26 340 |
|
| GGEV |  | 3.70 192 | 0.83 69 | 4.78 123 | 5.07 298 | 0.70 119 | 16.50 512 | 1.94 262 | 9.42 169 | 7.22 212 | 4.02 164 | 6.78 181 | 5.96 216 | 4.49 209 | 4.16 63 | 1.54 134 | 0.05 308 | 0.12 372 | 0.00 1 | 0.00 1 | 0.06 87 | 0.26 340 |
|
| rvit_stereo_0081_aga |  | 3.72 194 | 2.39 472 | 8.60 348 | 5.27 330 | 2.99 376 | 5.02 184 | 1.94 262 | 8.12 134 | 6.24 183 | 6.74 227 | 6.85 186 | 5.85 213 | 3.28 151 | 7.31 140 | 3.04 260 | 0.02 222 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 448 | 0.22 312 |
|
| GCAP-Stereo |  | 3.72 194 | 1.60 324 | 7.39 279 | 4.24 231 | 0.37 43 | 5.78 250 | 1.12 121 | 12.28 228 | 6.53 190 | 8.35 251 | 9.69 223 | 6.62 237 | 3.57 164 | 4.58 79 | 1.91 169 | 0.00 1 | 0.07 263 | 0.05 321 | 0.00 1 | 0.25 268 | 0.04 82 |
|
| LoS_RVC |  | 3.72 194 | 2.57 484 | 3.90 75 | 4.27 238 | 7.61 594 | 5.39 213 | 2.90 331 | 7.29 104 | 3.84 115 | 3.67 150 | 10.20 234 | 3.66 156 | 4.48 207 | 6.19 109 | 2.14 200 | 0.01 141 | 0.03 139 | 0.00 1 | 0.00 1 | 0.06 87 | 6.15 619 |
|
| HART |  | 3.80 197 | 1.52 289 | 5.45 172 | 4.85 282 | 0.51 79 | 4.41 123 | 0.76 90 | 12.59 241 | 5.08 154 | 5.95 218 | 12.76 274 | 6.87 244 | 1.72 89 | 10.71 268 | 1.84 164 | 0.00 1 | 0.13 388 | 0.10 397 | 0.00 1 | 0.45 389 | 0.26 340 |
|
| DN |  | 3.83 198 | 1.19 180 | 4.90 132 | 4.27 238 | 3.75 413 | 6.26 287 | 0.71 86 | 11.51 216 | 11.19 284 | 3.90 159 | 5.72 168 | 10.08 302 | 2.26 114 | 7.28 137 | 1.96 174 | 0.00 1 | 0.20 449 | 0.32 504 | 0.32 504 | 0.32 333 | 0.53 430 |
|
| CES |  | 3.85 199 | 1.14 166 | 2.91 17 | 3.05 120 | 11.37 634 | 5.37 212 | 1.02 115 | 9.52 174 | 8.82 249 | 3.50 145 | 9.21 218 | 1.78 86 | 0.90 50 | 6.53 114 | 2.37 214 | 0.02 222 | 0.04 160 | 0.01 241 | 0.00 1 | 1.62 538 | 7.74 640 |
|
| WCG-NET |  | 3.86 200 | 0.96 116 | 5.80 204 | 2.92 104 | 0.28 19 | 4.48 126 | 1.80 239 | 7.23 101 | 15.03 335 | 8.77 262 | 9.58 222 | 6.94 248 | 4.20 189 | 6.92 129 | 2.05 186 | 0.00 1 | 0.08 299 | 0.00 1 | 0.00 1 | 0.14 191 | 0.08 156 |
|
| CASnet |  | 3.91 201 | 1.03 134 | 4.68 118 | 4.98 290 | 0.27 16 | 4.99 182 | 2.95 332 | 11.02 213 | 11.02 279 | 10.61 284 | 11.76 262 | 4.15 167 | 1.65 85 | 5.85 101 | 1.91 169 | 0.50 499 | 0.00 1 | 0.59 534 | 0.12 389 | 0.13 185 | 0.02 17 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| rvit_stereo_0081 |  | 3.93 202 | 1.78 393 | 8.60 348 | 6.26 411 | 1.73 266 | 3.48 76 | 2.36 294 | 7.71 118 | 15.81 353 | 4.41 178 | 5.39 153 | 5.14 193 | 3.94 176 | 7.95 160 | 3.57 284 | 0.01 141 | 0.01 43 | 0.00 1 | 0.01 195 | 0.39 370 | 0.10 174 |
|
| rvit_stereo_0082 |  | 3.93 202 | 1.78 393 | 8.60 348 | 6.26 411 | 1.73 266 | 3.48 76 | 2.36 294 | 7.71 118 | 15.81 353 | 4.41 178 | 5.39 153 | 5.14 193 | 3.94 176 | 7.95 160 | 3.57 284 | 0.01 141 | 0.01 43 | 0.00 1 | 0.01 195 | 0.39 370 | 0.10 174 |
|
| castereo |  | 3.96 204 | 1.45 262 | 4.33 104 | 3.73 192 | 1.04 174 | 6.35 292 | 7.23 493 | 9.95 186 | 15.86 356 | 3.01 129 | 7.69 199 | 3.59 154 | 7.43 345 | 5.17 89 | 1.88 165 | 0.03 261 | 0.13 388 | 0.00 1 | 0.26 475 | 0.07 111 | 0.03 51 |
|
| rvit_stereo_0080 |  | 3.98 205 | 2.11 450 | 7.62 287 | 3.68 187 | 1.90 291 | 4.16 103 | 7.60 499 | 9.69 178 | 8.13 232 | 5.08 200 | 7.39 194 | 6.27 228 | 4.44 203 | 6.73 123 | 3.92 309 | 0.20 399 | 0.01 43 | 0.00 1 | 0.00 1 | 0.55 434 | 0.12 201 |
|
| whm_eth |  | 3.98 205 | 2.11 450 | 7.62 287 | 3.68 187 | 1.90 291 | 4.16 103 | 7.60 499 | 9.69 178 | 8.13 232 | 5.08 200 | 7.39 194 | 6.27 228 | 4.44 203 | 6.73 123 | 3.92 309 | 0.20 399 | 0.01 43 | 0.00 1 | 0.00 1 | 0.55 434 | 0.12 201 |
|
| MC-Stereo |  | 3.99 207 | 0.95 111 | 4.70 122 | 5.09 301 | 0.44 66 | 3.77 89 | 1.79 237 | 9.86 185 | 7.05 210 | 6.34 224 | 13.35 281 | 6.83 243 | 6.34 310 | 10.80 275 | 1.75 155 | 0.00 1 | 0.11 359 | 0.06 343 | 0.24 463 | 0.12 177 | 0.14 226 |
|
| CroCo-Stereo Lap2 |  | 4.01 208 | 2.03 440 | 8.14 317 | 9.82 549 | 6.03 551 | 1.11 4 | 0.79 94 | 9.71 180 | 7.98 228 | 3.26 135 | 4.99 139 | 9.08 287 | 5.80 283 | 6.08 105 | 4.39 329 | 0.00 1 | 0.05 197 | 0.00 1 | 0.00 1 | 0.71 473 | 0.30 359 |
|
| depthmonostereo |  | 4.02 209 | 1.64 342 | 5.29 160 | 4.40 249 | 1.19 199 | 8.04 340 | 1.16 124 | 15.24 297 | 12.52 298 | 4.62 183 | 7.49 197 | 4.11 165 | 4.80 238 | 6.61 117 | 2.71 237 | 0.04 282 | 0.21 457 | 0.11 410 | 0.07 343 | 0.07 111 | 0.02 17 |
|
| MM-Stereo_test2 |  | 4.03 210 | 1.20 182 | 7.42 280 | 5.18 319 | 0.76 140 | 7.24 323 | 2.26 289 | 14.57 284 | 8.19 234 | 6.89 232 | 5.13 147 | 4.85 188 | 3.80 173 | 10.49 258 | 1.96 174 | 0.00 1 | 0.12 372 | 0.00 1 | 0.09 363 | 0.33 342 | 0.08 156 |
|
| GCAP-Stereo-DPT-36K |  | 4.05 211 | 10.05 606 | 27.86 601 | 2.06 18 | 3.89 419 | 3.82 90 | 1.73 218 | 8.20 136 | 3.20 92 | 2.36 100 | 4.75 127 | 2.89 135 | 2.70 130 | 4.26 68 | 0.58 17 | 0.04 282 | 0.14 405 | 0.00 1 | 0.44 541 | 0.47 400 | 1.52 539 |
|
| CAS++ |  | 4.07 212 | 1.67 352 | 6.02 214 | 4.17 222 | 1.02 170 | 4.26 112 | 1.68 200 | 19.10 380 | 10.01 269 | 9.18 266 | 9.17 216 | 1.98 99 | 1.41 74 | 9.54 225 | 1.73 153 | 0.02 222 | 0.05 197 | 0.00 1 | 0.00 1 | 0.32 333 | 0.11 191 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| GCAP-Stereo-DPT-50K |  | 4.15 213 | 9.32 597 | 33.97 620 | 2.49 63 | 3.65 407 | 2.87 48 | 1.51 166 | 8.07 131 | 2.71 68 | 2.04 85 | 4.75 127 | 3.05 137 | 3.21 145 | 2.20 10 | 0.66 27 | 0.03 261 | 0.19 443 | 0.00 1 | 0.41 531 | 0.75 485 | 1.05 510 |
|
| plain |  | 4.15 213 | 1.67 352 | 9.97 426 | 4.86 283 | 2.97 375 | 3.27 67 | 1.41 150 | 8.20 136 | 5.51 168 | 3.37 139 | 16.69 317 | 3.03 136 | 2.71 131 | 14.44 447 | 3.91 308 | 0.14 369 | 0.00 1 | 0.03 288 | 0.01 195 | 0.69 468 | 0.14 226 |
|
| PSi22 |  | 4.19 215 | 1.37 236 | 4.15 99 | 3.83 201 | 0.37 43 | 4.56 131 | 0.25 47 | 7.21 99 | 15.42 345 | 4.31 172 | 6.96 188 | 13.76 373 | 5.93 287 | 13.23 415 | 1.88 165 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.37 361 | 0.20 293 |
|
| DilatedVolume-Stereo |   | 4.23 216 | 1.38 241 | 5.58 192 | 3.85 204 | 1.58 247 | 10.80 383 | 1.02 115 | 11.59 217 | 5.65 172 | 11.75 293 | 9.98 224 | 4.54 181 | 3.29 152 | 9.83 236 | 3.01 255 | 0.05 308 | 0.18 436 | 0.08 365 | 0.23 453 | 0.08 128 | 0.06 126 |
|
| quiztm |  | 4.28 217 | 1.71 363 | 5.37 165 | 4.86 283 | 5.11 500 | 4.60 140 | 2.84 329 | 13.08 254 | 7.79 226 | 8.37 253 | 11.40 258 | 6.75 241 | 2.57 128 | 7.18 135 | 2.59 228 | 0.80 548 | 0.03 139 | 0.00 1 | 0.07 343 | 0.41 378 | 0.11 191 |
|
| MIF-Stereo (partial) |  | 4.33 218 | 1.23 190 | 7.27 270 | 5.04 294 | 5.31 517 | 3.47 75 | 0.95 110 | 9.06 165 | 7.41 218 | 4.15 171 | 15.76 306 | 5.38 201 | 5.22 260 | 11.56 319 | 4.21 322 | 0.04 282 | 0.02 100 | 0.05 321 | 0.03 261 | 0.34 348 | 0.12 201 |
|
| MyStereo07 |  | 4.38 219 | 1.92 414 | 5.06 144 | 6.09 398 | 4.31 451 | 6.54 301 | 9.96 535 | 15.35 301 | 5.15 156 | 4.34 175 | 5.65 166 | 3.15 140 | 5.77 282 | 11.33 308 | 1.81 160 | 0.06 328 | 0.10 338 | 0.03 288 | 0.04 285 | 0.63 457 | 0.30 359 |
|
| XX-TBD |  | 4.45 220 | 10.67 613 | 3.01 22 | 10.28 566 | 0.57 91 | 5.84 254 | 0.07 12 | 7.57 112 | 12.24 296 | 11.43 292 | 14.74 293 | 4.07 164 | 1.66 86 | 4.51 78 | 2.05 186 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.26 279 | 0.01 4 |
|
| rvit_stereo_0083 |  | 4.53 221 | 1.94 418 | 9.94 424 | 7.12 466 | 1.67 260 | 4.98 179 | 2.80 326 | 8.25 139 | 18.22 388 | 4.76 191 | 7.78 201 | 6.41 232 | 4.87 241 | 7.54 148 | 3.74 296 | 0.11 356 | 0.04 160 | 0.00 1 | 0.01 195 | 0.24 263 | 0.16 255 |
|
| FE-Mocha |  | 4.54 222 | 2.08 446 | 9.99 428 | 4.36 247 | 2.16 311 | 4.76 161 | 0.81 95 | 13.59 265 | 4.81 138 | 13.39 338 | 11.04 252 | 11.38 322 | 3.45 156 | 5.97 103 | 2.12 199 | 0.03 261 | 0.14 405 | 0.14 431 | 0.38 524 | 0.12 177 | 0.18 274 |
|
| Reg-Stereo(zero) |  | 4.54 222 | 0.68 32 | 4.39 109 | 3.20 135 | 1.30 209 | 3.29 69 | 0.89 105 | 16.64 328 | 12.89 307 | 10.01 276 | 10.70 246 | 10.29 305 | 4.51 212 | 8.83 199 | 2.63 233 | 0.01 141 | 0.14 405 | 0.00 1 | 0.13 394 | 0.03 45 | 0.17 264 |
|
| NLMM |  | 4.55 224 | 1.18 177 | 5.44 170 | 3.48 163 | 5.88 549 | 13.44 438 | 1.59 182 | 11.98 223 | 8.84 250 | 4.92 197 | 5.44 157 | 6.20 222 | 5.05 252 | 9.85 237 | 7.60 418 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.09 138 | 0.10 174 |
|
| WQFJA1 |  | 4.56 225 | 1.18 177 | 5.44 170 | 3.48 163 | 5.88 549 | 13.44 438 | 1.59 182 | 11.97 222 | 8.85 251 | 4.92 197 | 5.44 157 | 6.20 222 | 5.05 252 | 10.03 245 | 7.60 418 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.09 138 | 0.10 174 |
|
| WCG-NET(raft) |  | 4.57 226 | 1.16 171 | 6.01 213 | 2.95 109 | 0.19 4 | 5.09 195 | 2.01 269 | 10.28 194 | 15.34 343 | 8.64 260 | 11.43 259 | 9.63 295 | 5.06 254 | 10.96 284 | 2.19 203 | 0.00 1 | 0.13 388 | 0.00 1 | 0.01 195 | 0.14 191 | 0.12 201 |
|
| CREStereo++_RVC |  | 4.61 227 | 0.99 124 | 3.70 61 | 4.08 214 | 2.01 301 | 3.94 94 | 0.10 21 | 9.10 166 | 16.94 367 | 8.65 261 | 16.77 319 | 4.46 174 | 2.18 107 | 5.72 97 | 3.12 267 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 662 | 0.02 9 | 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 |  | 4.68 228 | 1.09 154 | 5.54 184 | 4.07 212 | 5.82 544 | 10.92 390 | 3.99 374 | 10.31 195 | 10.17 270 | 5.90 213 | 4.99 139 | 5.79 211 | 5.18 258 | 12.80 392 | 6.89 399 | 0.01 141 | 0.00 1 | 0.01 241 | 0.00 1 | 0.15 199 | 0.06 126 |
|
| iRaftStereo_RVC |  | 4.68 228 | 1.51 284 | 6.89 253 | 4.91 288 | 0.72 133 | 5.26 205 | 0.46 63 | 17.60 340 | 10.47 273 | 9.53 270 | 15.13 298 | 5.75 209 | 3.24 148 | 8.93 203 | 2.22 206 | 0.00 1 | 0.09 318 | 0.00 1 | 0.00 1 | 0.46 393 | 0.41 400 |
|
| WQFJX |  | 4.69 230 | 1.22 185 | 5.36 164 | 3.29 145 | 5.73 540 | 14.19 454 | 1.93 260 | 11.24 215 | 8.68 244 | 5.78 211 | 5.47 160 | 5.72 208 | 5.99 292 | 12.05 347 | 6.87 397 | 0.02 222 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 172 | 0.15 246 |
|
| Former-RAFT_DAM_RVC |  | 4.69 230 | 2.56 483 | 8.72 353 | 4.26 237 | 3.52 402 | 9.22 358 | 1.48 157 | 13.54 263 | 18.88 395 | 7.47 244 | 7.08 190 | 2.04 104 | 2.24 109 | 9.66 229 | 2.27 209 | 0.05 308 | 0.02 100 | 0.07 354 | 0.00 1 | 0.53 428 | 0.21 304 |
|
| TANstereo |  | 4.70 232 | 1.08 148 | 4.01 83 | 3.53 170 | 0.47 69 | 14.26 455 | 0.15 33 | 8.67 158 | 12.54 299 | 12.50 304 | 18.43 338 | 5.20 195 | 4.54 215 | 5.68 95 | 2.07 189 | 0.00 1 | 0.13 388 | 0.00 1 | 0.01 195 | 0.02 9 | 0.63 450 |
|
| rvit_stereo_ft |  | 4.73 233 | 2.68 489 | 9.30 390 | 11.34 592 | 2.74 357 | 4.18 107 | 8.45 509 | 9.77 182 | 9.90 268 | 4.04 166 | 6.26 175 | 6.73 239 | 4.72 232 | 8.99 207 | 5.03 352 | 0.01 141 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 293 | 0.09 162 |
|
| MSKI-zero shot |  | 4.76 234 | 1.56 310 | 5.98 211 | 5.14 312 | 1.13 188 | 6.55 303 | 1.55 176 | 12.76 246 | 8.06 230 | 10.44 282 | 11.50 260 | 13.47 369 | 2.38 118 | 12.07 353 | 1.90 167 | 0.01 141 | 0.20 449 | 0.02 268 | 0.29 489 | 0.14 191 | 0.14 226 |
|
| NLSM1 |  | 4.91 235 | 1.17 174 | 5.72 198 | 4.31 246 | 5.71 539 | 13.78 443 | 1.41 150 | 14.12 279 | 9.85 266 | 5.22 204 | 10.88 251 | 4.43 173 | 4.74 234 | 10.99 285 | 5.64 372 | 0.00 1 | 0.00 1 | 0.01 241 | 0.00 1 | 0.09 138 | 0.04 82 |
|
| NLCSM |  | 4.99 236 | 1.39 243 | 5.75 199 | 5.86 373 | 5.86 548 | 11.21 396 | 3.80 369 | 10.71 207 | 8.54 243 | 8.36 252 | 5.25 148 | 4.57 182 | 6.65 321 | 13.57 427 | 7.59 417 | 0.29 443 | 0.01 43 | 0.00 1 | 0.01 195 | 0.24 263 | 0.13 216 |
|
| MM-Stereo_test1 |  | 5.04 237 | 1.17 174 | 6.08 216 | 5.38 339 | 0.80 147 | 4.99 182 | 7.07 485 | 13.43 262 | 12.00 291 | 12.94 324 | 10.20 234 | 5.92 215 | 6.69 322 | 11.26 306 | 2.19 203 | 0.01 141 | 0.11 359 | 0.00 1 | 0.00 1 | 0.42 382 | 0.07 141 |
|
| sCroCo_RVC |  | 5.06 238 | 3.29 512 | 16.45 543 | 10.72 574 | 6.64 567 | 5.83 252 | 2.74 321 | 9.67 176 | 8.06 230 | 3.66 149 | 9.20 217 | 4.81 186 | 4.95 246 | 8.12 169 | 4.64 336 | 0.64 526 | 0.50 558 | 0.06 343 | 0.03 261 | 0.70 471 | 0.42 403 |
|
| RT-Monster |  | 5.07 239 | 1.10 156 | 4.69 120 | 3.44 156 | 4.24 442 | 5.19 200 | 0.81 95 | 12.47 232 | 19.77 401 | 13.38 337 | 13.37 282 | 9.84 298 | 3.27 149 | 7.69 151 | 1.91 169 | 0.04 282 | 0.08 299 | 0.00 1 | 0.00 1 | 0.05 80 | 0.12 201 |
|
| RAFT-Stereo-weight |  | 5.07 239 | 0.93 110 | 5.57 189 | 4.24 231 | 0.72 133 | 6.05 278 | 1.63 191 | 17.77 345 | 17.16 368 | 10.99 289 | 10.22 236 | 12.06 340 | 1.67 87 | 9.25 217 | 2.69 235 | 0.06 328 | 0.11 359 | 0.00 1 | 0.00 1 | 0.15 199 | 0.12 201 |
|
| tg |  | 5.09 241 | 1.48 270 | 6.73 240 | 4.83 278 | 1.23 204 | 7.57 333 | 0.49 65 | 18.35 360 | 11.87 287 | 9.28 268 | 14.61 290 | 7.15 251 | 4.12 184 | 10.58 259 | 2.74 238 | 0.00 1 | 0.04 160 | 0.00 1 | 0.00 1 | 0.45 389 | 0.36 386 |
|
| model_zeroshot |  | 5.12 242 | 1.53 291 | 9.70 416 | 5.33 335 | 1.54 246 | 8.71 351 | 2.23 286 | 15.60 308 | 8.29 238 | 13.74 341 | 10.02 229 | 10.57 309 | 2.97 138 | 8.47 176 | 2.61 229 | 0.02 222 | 0.18 436 | 0.14 431 | 0.25 469 | 0.06 87 | 0.34 377 |
|
| AE-Stereo |  | 5.15 243 | 1.56 310 | 7.99 309 | 8.70 517 | 2.18 312 | 9.12 357 | 3.02 336 | 11.78 219 | 13.30 317 | 4.34 175 | 12.84 275 | 10.83 312 | 4.53 213 | 8.71 190 | 2.82 244 | 0.04 282 | 0.44 542 | 0.05 321 | 0.33 509 | 0.20 233 | 0.17 264 |
|
| 4D-IteraStereo |  | 5.15 243 | 1.47 265 | 7.98 307 | 4.89 287 | 4.69 477 | 6.25 285 | 1.85 248 | 13.23 255 | 16.30 358 | 14.18 347 | 11.26 255 | 8.33 277 | 1.61 80 | 8.07 164 | 2.42 215 | 0.00 1 | 0.05 197 | 0.08 365 | 0.01 195 | 0.19 229 | 0.15 246 |
|
| ManiGeoR |   | 5.19 245 | 1.66 349 | 8.59 346 | 3.09 124 | 3.05 378 | 5.94 264 | 1.66 196 | 19.05 377 | 9.74 262 | 6.25 221 | 14.27 287 | 6.24 225 | 4.97 247 | 12.44 371 | 6.57 392 | 0.01 141 | 0.00 1 | 0.05 321 | 0.00 1 | 0.15 199 | 0.03 51 |
|
| HLf10 |  | 5.19 245 | 1.66 349 | 8.59 346 | 3.09 124 | 3.05 378 | 5.94 264 | 1.66 196 | 19.05 377 | 9.74 262 | 6.25 221 | 14.27 287 | 6.24 225 | 4.97 247 | 12.44 371 | 6.57 392 | 0.01 141 | 0.00 1 | 0.05 321 | 0.00 1 | 0.15 199 | 0.03 51 |
|
| CAS |  | 5.20 247 | 0.78 52 | 3.30 38 | 17.06 633 | 7.59 593 | 8.07 341 | 6.31 453 | 9.46 172 | 9.09 253 | 4.57 182 | 10.67 244 | 1.91 98 | 1.22 64 | 4.18 65 | 2.16 201 | 10.33 654 | 0.02 100 | 0.00 1 | 0.02 236 | 0.44 387 | 6.83 628 |
|
| test_1 |  | 5.20 247 | 1.06 138 | 7.72 294 | 4.21 229 | 0.59 95 | 6.69 306 | 3.03 337 | 12.98 250 | 17.51 377 | 12.35 302 | 8.66 207 | 13.20 360 | 4.12 184 | 9.00 209 | 2.11 196 | 0.00 1 | 0.05 197 | 0.00 1 | 0.32 504 | 0.25 268 | 0.18 274 |
|
| NLMM1 |  | 5.21 249 | 1.29 211 | 6.55 233 | 3.79 198 | 5.49 526 | 12.43 419 | 3.31 349 | 12.18 227 | 15.22 338 | 7.19 242 | 8.46 204 | 5.22 196 | 4.60 221 | 12.03 343 | 6.29 388 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.10 161 | 0.07 141 |
|
| test-3 |  | 5.21 249 | 1.06 138 | 7.71 293 | 4.19 227 | 0.59 95 | 6.72 309 | 3.01 335 | 12.96 248 | 17.49 376 | 12.53 312 | 8.65 205 | 13.20 360 | 4.14 186 | 9.00 209 | 2.11 196 | 0.00 1 | 0.05 197 | 0.00 1 | 0.32 504 | 0.25 268 | 0.18 274 |
|
| EAI-Stereo |  | 5.21 249 | 1.74 369 | 8.46 337 | 5.69 357 | 1.37 229 | 5.67 243 | 3.52 358 | 18.77 369 | 5.65 172 | 9.75 272 | 16.08 310 | 6.36 231 | 3.57 164 | 11.73 332 | 3.64 289 | 0.01 141 | 0.33 521 | 0.03 288 | 1.06 589 | 0.21 238 | 0.65 458 |
|
| tt1 |  | 5.27 252 | 1.99 425 | 5.11 146 | 6.02 394 | 0.26 10 | 10.59 378 | 4.22 386 | 18.45 362 | 16.31 359 | 6.75 228 | 8.95 211 | 4.75 185 | 9.15 381 | 10.82 277 | 1.61 142 | 0.00 1 | 0.05 197 | 0.00 1 | 0.04 285 | 0.26 279 | 0.14 226 |
|
| IGEV-FE |  | 5.28 253 | 2.03 440 | 14.26 513 | 6.10 401 | 1.33 220 | 4.32 114 | 1.03 118 | 14.46 280 | 6.50 188 | 13.33 335 | 11.86 263 | 11.00 314 | 3.47 159 | 10.71 268 | 3.65 291 | 0.03 261 | 0.22 467 | 0.15 438 | 0.26 475 | 0.80 490 | 0.20 293 |
|
| ACVNet-DCA |  | 5.28 253 | 2.00 427 | 4.99 138 | 5.89 375 | 0.26 10 | 10.85 385 | 5.38 417 | 20.20 394 | 11.88 288 | 6.95 235 | 10.01 225 | 4.49 176 | 9.78 396 | 10.79 272 | 1.59 139 | 0.00 1 | 0.05 197 | 0.00 1 | 0.04 285 | 0.25 268 | 0.20 293 |
|
| IGEV_Zeroshot_test |  | 5.28 253 | 2.03 440 | 14.26 513 | 6.09 398 | 1.33 220 | 4.32 114 | 1.03 118 | 14.46 280 | 6.50 188 | 13.33 335 | 11.89 264 | 11.01 315 | 3.45 156 | 10.71 268 | 3.64 289 | 0.03 261 | 0.22 467 | 0.15 438 | 0.26 475 | 0.80 490 | 0.20 293 |
|
| HLf8 |  | 5.31 256 | 1.68 358 | 7.70 292 | 3.15 130 | 2.75 358 | 7.19 321 | 1.88 251 | 17.68 342 | 16.71 363 | 7.82 245 | 13.88 284 | 6.00 218 | 3.75 172 | 11.89 340 | 3.81 302 | 0.01 141 | 0.00 1 | 0.01 241 | 0.00 1 | 0.15 199 | 0.04 82 |
|
| RCA-Stereo |  | 5.32 257 | 1.08 148 | 5.91 207 | 4.29 244 | 0.51 79 | 5.65 233 | 4.12 380 | 16.97 332 | 18.67 393 | 8.27 250 | 14.16 285 | 8.86 283 | 8.90 376 | 6.45 112 | 2.18 202 | 0.00 1 | 0.07 263 | 0.10 397 | 0.00 1 | 0.10 161 | 0.07 141 |
|
| cc1 |  | 5.34 258 | 2.00 427 | 4.99 138 | 5.89 375 | 0.26 10 | 10.85 385 | 5.38 417 | 17.85 349 | 15.48 346 | 6.95 235 | 10.01 225 | 4.49 176 | 9.78 396 | 10.79 272 | 1.59 139 | 0.00 1 | 0.05 197 | 0.00 1 | 0.04 285 | 0.30 311 | 0.13 216 |
|
| TestStereo_HL1 |  | 5.36 259 | 1.64 342 | 8.56 342 | 3.10 126 | 2.91 368 | 5.56 227 | 1.46 156 | 18.18 358 | 12.95 308 | 9.13 265 | 13.21 279 | 6.23 224 | 4.81 239 | 13.29 417 | 5.81 376 | 0.02 222 | 0.00 1 | 0.09 377 | 0.00 1 | 0.17 221 | 0.03 51 |
|
| PMTNet |  | 5.36 259 | 0.97 118 | 3.42 45 | 1.97 11 | 1.30 209 | 8.96 352 | 0.69 83 | 12.33 229 | 12.16 293 | 8.50 257 | 11.35 256 | 6.09 219 | 4.50 211 | 9.34 221 | 2.70 236 | 22.71 669 | 0.01 43 | 0.04 310 | 0.02 236 | 0.06 87 | 0.01 4 |
|
| cross-raft |  | 5.37 261 | 1.23 190 | 6.66 238 | 5.91 380 | 1.25 205 | 6.00 270 | 1.48 157 | 15.82 314 | 7.70 224 | 12.95 325 | 20.80 380 | 11.63 325 | 4.42 198 | 8.59 180 | 2.23 207 | 0.01 141 | 0.21 457 | 0.00 1 | 0.22 444 | 0.21 238 | 0.10 174 |
|
| TestStereo_HL3 |  | 5.39 262 | 1.55 299 | 10.89 455 | 3.15 130 | 2.44 332 | 3.97 96 | 1.52 169 | 16.53 325 | 9.21 255 | 6.79 231 | 14.81 295 | 7.27 255 | 4.58 219 | 14.45 449 | 10.22 478 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.32 333 | 0.01 4 |
|
| xyz-stereo-finetune |  | 5.39 262 | 1.47 265 | 5.53 182 | 2.65 76 | 0.30 24 | 11.94 407 | 3.28 342 | 12.96 248 | 21.28 421 | 8.14 247 | 12.32 271 | 6.19 221 | 3.62 169 | 11.80 336 | 5.98 379 | 0.01 141 | 0.02 100 | 0.00 1 | 0.02 236 | 0.16 210 | 0.04 82 |
|
| HH |  | 5.47 264 | 2.08 446 | 9.00 368 | 4.88 285 | 1.07 179 | 4.93 175 | 3.60 365 | 16.68 329 | 6.83 196 | 8.39 254 | 12.14 268 | 15.05 391 | 9.06 379 | 12.68 384 | 1.93 172 | 0.02 222 | 0.17 428 | 0.18 453 | 0.00 1 | 0.28 293 | 0.48 420 |
|
| HanStereo |  | 5.47 264 | 2.08 446 | 9.00 368 | 4.88 285 | 1.07 179 | 4.93 175 | 3.60 365 | 16.68 329 | 6.83 196 | 8.39 254 | 12.14 268 | 15.05 391 | 9.06 379 | 12.68 384 | 1.93 172 | 0.02 222 | 0.17 428 | 0.18 453 | 0.00 1 | 0.28 293 | 0.48 420 |
|
| test_4 |  | 5.47 264 | 0.98 119 | 5.56 188 | 6.55 432 | 0.62 102 | 5.53 221 | 1.88 251 | 11.68 218 | 6.00 178 | 12.60 316 | 30.86 511 | 7.48 264 | 3.87 174 | 12.25 363 | 2.97 252 | 0.00 1 | 0.07 263 | 0.03 288 | 0.14 400 | 0.34 348 | 0.04 82 |
|
| HUI-Stereo |  | 5.48 267 | 1.74 369 | 9.01 370 | 5.08 300 | 0.42 58 | 5.65 233 | 2.77 323 | 12.55 240 | 7.03 209 | 12.54 314 | 18.10 332 | 13.07 358 | 6.71 324 | 9.92 240 | 3.74 296 | 0.61 519 | 0.08 299 | 0.09 377 | 0.00 1 | 0.22 241 | 0.23 322 |
|
| RAFT-Stereo + iAFF |  | 5.48 267 | 1.66 349 | 7.56 283 | 3.49 165 | 0.40 50 | 2.75 42 | 0.67 79 | 16.07 319 | 14.76 333 | 12.27 299 | 18.67 343 | 11.95 335 | 8.08 361 | 7.84 157 | 2.89 246 | 0.01 141 | 0.06 234 | 0.00 1 | 0.00 1 | 0.37 361 | 0.04 82 |
|
| ROB_FTStereo |  | 5.49 269 | 1.74 369 | 8.96 365 | 5.09 301 | 0.42 58 | 5.65 233 | 1.68 200 | 12.53 239 | 7.00 202 | 12.53 312 | 18.00 329 | 13.02 354 | 6.74 327 | 11.51 316 | 3.81 302 | 0.60 515 | 0.09 318 | 0.09 377 | 0.00 1 | 0.22 241 | 0.22 312 |
|
| PSM-adaLoss |  | 5.50 270 | 1.74 369 | 9.03 374 | 5.09 301 | 0.42 58 | 5.66 238 | 1.98 267 | 12.50 233 | 7.01 207 | 12.52 306 | 18.13 335 | 12.96 350 | 6.77 332 | 11.11 292 | 3.83 304 | 0.72 532 | 0.09 318 | 0.09 377 | 0.00 1 | 0.22 241 | 0.22 312 |
|
| TestStereo-Hl |   | 5.53 271 | 1.63 340 | 9.60 403 | 3.03 119 | 2.45 333 | 5.92 263 | 1.38 149 | 18.94 374 | 12.88 306 | 9.59 271 | 15.74 305 | 5.85 213 | 4.85 240 | 13.11 409 | 5.14 356 | 0.11 356 | 0.00 1 | 0.15 438 | 0.00 1 | 0.16 210 | 0.02 17 |
|
| ROB_FTStereo_v2 |  | 5.53 271 | 1.74 369 | 8.97 367 | 5.09 301 | 0.42 58 | 5.64 232 | 2.02 270 | 12.50 233 | 7.00 202 | 12.51 305 | 18.10 332 | 12.99 351 | 6.72 325 | 11.50 315 | 4.04 320 | 0.70 528 | 0.09 318 | 0.09 377 | 0.00 1 | 0.22 241 | 0.23 322 |
|
| CRE-IMP |  | 5.53 271 | 1.63 340 | 9.62 405 | 5.65 352 | 0.48 74 | 7.02 318 | 1.70 204 | 11.84 220 | 8.33 239 | 12.99 327 | 16.02 309 | 11.08 317 | 6.23 302 | 12.06 350 | 5.06 353 | 0.28 441 | 0.07 263 | 0.09 377 | 0.00 1 | 0.24 263 | 0.21 304 |
|
| RAFT-IKP |  | 5.53 271 | 1.74 369 | 8.95 362 | 5.09 301 | 0.41 53 | 5.45 216 | 2.08 276 | 12.52 236 | 7.00 202 | 12.52 306 | 18.13 335 | 12.93 349 | 6.79 333 | 11.59 323 | 3.99 315 | 0.80 548 | 0.09 318 | 0.09 377 | 0.00 1 | 0.22 241 | 0.22 312 |
|
| LL-Strereo2 |  | 5.54 275 | 2.17 457 | 9.12 380 | 5.65 352 | 2.54 340 | 6.48 297 | 2.27 290 | 15.08 292 | 7.79 226 | 10.99 289 | 10.26 237 | 15.94 405 | 3.50 162 | 13.25 416 | 3.63 288 | 0.00 1 | 0.13 388 | 1.34 589 | 0.10 376 | 0.30 311 | 0.19 288 |
|
| iGMRVC |  | 5.54 275 | 1.74 369 | 9.01 370 | 5.09 301 | 0.42 58 | 5.66 238 | 1.81 243 | 12.61 243 | 7.02 208 | 12.52 306 | 18.11 334 | 13.02 354 | 6.64 320 | 11.57 320 | 4.16 321 | 0.82 551 | 0.09 318 | 0.09 377 | 0.00 1 | 0.22 241 | 0.21 304 |
|
| Gwc-CoAtRS |  | 5.54 275 | 1.22 185 | 8.40 330 | 4.28 240 | 1.36 228 | 6.93 315 | 1.31 138 | 15.48 303 | 15.03 335 | 12.62 317 | 13.32 280 | 12.74 347 | 5.71 280 | 8.61 181 | 2.98 254 | 0.01 141 | 0.22 467 | 0.00 1 | 0.29 489 | 0.28 293 | 0.07 141 |
|
| test_3 |  | 5.55 278 | 1.02 129 | 8.07 314 | 6.18 406 | 0.54 85 | 9.00 353 | 3.28 342 | 13.55 264 | 18.66 392 | 11.97 296 | 8.89 210 | 13.98 375 | 4.05 182 | 8.96 205 | 2.10 195 | 0.00 1 | 0.05 197 | 0.00 1 | 0.31 501 | 0.26 279 | 0.18 274 |
|
| CFNet-RSSM |  | 5.55 278 | 1.08 148 | 8.60 348 | 4.30 245 | 1.21 202 | 6.42 296 | 1.25 132 | 16.12 320 | 17.84 381 | 13.12 328 | 11.14 254 | 11.84 330 | 5.52 269 | 9.14 214 | 2.35 213 | 0.01 141 | 0.20 449 | 0.00 1 | 0.36 517 | 0.34 348 | 0.07 141 |
|
| TestStereo_HLe17 |  | 5.56 280 | 1.69 361 | 9.09 378 | 3.07 122 | 2.43 331 | 7.21 322 | 2.98 333 | 17.93 352 | 16.13 357 | 8.49 256 | 16.14 312 | 5.57 207 | 4.29 193 | 12.87 394 | 3.21 274 | 0.04 282 | 0.00 1 | 0.01 241 | 0.00 1 | 0.10 161 | 0.04 82 |
|
| Patchmatch Stereo++ |  | 5.56 280 | 1.74 369 | 9.01 370 | 5.09 301 | 0.41 53 | 5.66 238 | 2.40 302 | 12.52 236 | 7.00 202 | 12.52 306 | 18.08 330 | 13.02 354 | 6.74 327 | 11.59 323 | 4.01 317 | 0.78 542 | 0.09 318 | 0.09 377 | 0.00 1 | 0.22 241 | 0.22 312 |
| 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 |  | 5.56 280 | 1.74 369 | 9.01 370 | 5.09 301 | 0.41 53 | 5.66 238 | 2.40 302 | 12.52 236 | 7.00 202 | 12.52 306 | 18.08 330 | 13.02 354 | 6.74 327 | 11.59 323 | 4.01 317 | 0.78 542 | 0.09 318 | 0.09 377 | 0.00 1 | 0.22 241 | 0.22 312 |
|
| raftrobust |  | 5.56 280 | 1.42 250 | 6.00 212 | 7.04 460 | 5.11 500 | 4.90 174 | 1.88 251 | 17.13 335 | 13.72 321 | 11.87 294 | 11.58 261 | 7.82 267 | 9.21 382 | 10.28 250 | 2.92 250 | 0.02 222 | 0.05 197 | 0.00 1 | 0.00 1 | 0.22 241 | 0.11 191 |
|
| 1test111 |  | 5.59 284 | 2.00 427 | 4.99 138 | 5.89 375 | 0.26 10 | 10.85 385 | 5.38 417 | 20.20 394 | 11.88 288 | 6.95 235 | 10.01 225 | 4.49 176 | 9.78 396 | 11.09 290 | 7.45 410 | 0.00 1 | 0.05 197 | 0.00 1 | 0.04 285 | 0.25 268 | 0.20 293 |
|
| xyz-stereo-finetune2 |  | 5.60 285 | 1.64 342 | 5.87 205 | 2.44 56 | 0.32 26 | 15.39 480 | 1.90 256 | 10.59 205 | 5.28 160 | 10.58 283 | 17.82 327 | 7.37 261 | 8.93 377 | 14.86 457 | 8.46 446 | 0.01 141 | 0.02 100 | 0.08 365 | 0.14 400 | 0.23 256 | 0.04 82 |
|
| test-1 |  | 5.62 286 | 1.53 291 | 14.78 524 | 7.44 479 | 1.11 184 | 7.99 339 | 1.19 126 | 13.03 252 | 12.04 292 | 9.39 269 | 15.23 300 | 11.15 320 | 5.56 272 | 7.06 132 | 3.57 284 | 0.07 339 | 0.50 558 | 0.00 1 | 0.10 376 | 0.16 210 | 0.47 416 |
|
| DeepStereo_RVC |  | 5.65 287 | 1.65 345 | 9.06 376 | 5.21 325 | 0.56 89 | 5.55 226 | 1.84 247 | 12.16 226 | 7.22 212 | 13.94 343 | 14.96 296 | 12.58 343 | 10.27 405 | 11.25 305 | 5.81 376 | 0.39 473 | 0.10 338 | 0.11 410 | 0.00 1 | 0.18 225 | 0.22 312 |
|
| HLF11 |  | 5.67 288 | 1.55 299 | 8.56 342 | 3.38 152 | 3.06 380 | 4.57 134 | 1.23 130 | 18.20 359 | 9.49 260 | 9.83 274 | 16.96 320 | 7.53 266 | 4.93 245 | 15.35 464 | 8.47 447 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.23 256 | 0.01 4 |
|
| MM-Stereo_test3 |  | 5.71 289 | 1.22 185 | 5.59 193 | 5.84 372 | 5.43 523 | 4.74 158 | 6.54 467 | 19.30 382 | 23.72 454 | 8.53 258 | 11.36 257 | 7.15 251 | 2.84 136 | 8.62 183 | 2.51 224 | 0.05 308 | 0.07 263 | 0.00 1 | 0.00 1 | 0.45 389 | 0.17 264 |
|
| EKT-Stereo |  | 5.73 290 | 1.42 250 | 7.85 298 | 7.16 468 | 5.35 519 | 5.22 201 | 4.41 390 | 18.13 357 | 14.05 323 | 8.77 262 | 12.85 276 | 9.55 294 | 4.26 192 | 11.19 301 | 2.45 221 | 0.45 487 | 0.23 475 | 0.07 354 | 0.10 376 | 0.16 210 | 0.87 491 |
|
| NRIStereo |  | 5.73 290 | 1.67 352 | 8.42 332 | 5.72 363 | 0.41 53 | 6.71 308 | 2.60 314 | 14.73 288 | 10.71 278 | 12.39 303 | 15.07 297 | 11.58 324 | 6.23 302 | 12.06 350 | 4.78 340 | 0.61 519 | 0.17 428 | 0.11 410 | 0.00 1 | 0.28 293 | 0.27 346 |
|
| rvit_0105_6 |  | 5.74 292 | 2.76 490 | 14.29 515 | 9.83 551 | 1.73 266 | 5.18 199 | 5.24 412 | 10.21 193 | 20.31 407 | 6.26 223 | 6.78 181 | 10.10 304 | 6.43 313 | 11.20 303 | 3.33 279 | 0.18 387 | 0.29 506 | 0.00 1 | 0.00 1 | 0.51 421 | 0.14 226 |
|
| RAFT-Test |  | 5.75 293 | 1.32 223 | 6.77 247 | 4.07 212 | 1.71 264 | 9.95 364 | 1.56 180 | 15.78 313 | 8.34 241 | 12.73 320 | 23.83 420 | 11.80 328 | 4.69 225 | 8.99 207 | 2.57 227 | 0.01 141 | 0.29 506 | 0.00 1 | 0.38 524 | 0.16 210 | 0.07 141 |
|
| Selective-RAFT |  | 5.78 294 | 0.83 69 | 10.24 437 | 6.70 443 | 0.72 133 | 15.49 485 | 1.13 123 | 13.82 277 | 15.41 344 | 6.97 239 | 6.97 189 | 11.63 325 | 8.27 364 | 12.32 365 | 4.73 338 | 0.10 351 | 0.01 43 | 0.00 1 | 0.26 475 | 0.07 111 | 0.03 51 |
|
| TestStereo_HL2 |  | 5.83 295 | 1.51 284 | 9.49 399 | 3.05 120 | 2.69 351 | 6.23 283 | 2.02 270 | 20.08 392 | 10.50 274 | 7.29 243 | 20.02 362 | 7.38 263 | 6.70 323 | 13.13 410 | 6.24 386 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 301 | 0.02 17 |
|
| 11t1 |  | 5.86 296 | 1.10 156 | 7.74 296 | 5.18 319 | 1.44 231 | 13.82 446 | 2.36 294 | 14.92 291 | 7.26 215 | 12.98 326 | 11.10 253 | 11.24 321 | 9.30 384 | 11.59 323 | 6.54 390 | 0.10 351 | 0.16 423 | 0.00 1 | 0.01 195 | 0.18 225 | 0.23 322 |
|
| s12784h |  | 5.87 297 | 0.88 90 | 4.11 95 | 3.01 116 | 0.51 79 | 18.49 536 | 0.98 113 | 18.89 373 | 17.60 378 | 12.52 306 | 12.46 272 | 7.87 269 | 5.01 251 | 11.05 288 | 3.13 269 | 0.73 536 | 0.01 43 | 0.04 310 | 0.00 1 | 0.07 111 | 0.01 4 |
|
| H2IRNET |  | 5.89 298 | 1.14 166 | 6.65 236 | 4.13 220 | 2.24 317 | 4.15 102 | 0.73 88 | 12.10 225 | 13.21 313 | 7.09 240 | 20.45 372 | 15.74 401 | 10.74 411 | 10.36 253 | 7.84 426 | 0.06 328 | 0.00 1 | 0.07 354 | 0.53 554 | 0.37 361 | 0.16 255 |
|
| anonymousdsp2 |  | 5.93 299 | 1.54 296 | 8.34 324 | 4.43 254 | 0.38 48 | 9.24 359 | 4.11 378 | 21.92 422 | 17.36 373 | 12.28 301 | 10.08 232 | 10.05 301 | 4.42 198 | 11.04 287 | 2.54 226 | 0.01 141 | 0.02 100 | 0.30 502 | 0.18 419 | 0.21 238 | 0.18 274 |
|
| GMStereo |   | 5.94 300 | 3.84 531 | 10.86 453 | 5.13 311 | 0.71 124 | 7.27 325 | 2.66 319 | 12.38 230 | 25.14 471 | 12.01 298 | 10.66 243 | 5.12 192 | 3.46 158 | 11.39 311 | 6.16 385 | 0.45 487 | 0.02 100 | 0.05 321 | 0.31 501 | 0.86 496 | 0.25 336 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| RALCasStereoNet |  | 5.95 301 | 2.02 437 | 7.09 263 | 7.06 461 | 5.10 499 | 6.36 293 | 5.44 423 | 13.97 278 | 13.25 315 | 9.93 275 | 17.45 323 | 10.37 307 | 3.89 175 | 11.64 328 | 4.24 325 | 0.02 222 | 0.46 549 | 0.10 397 | 0.00 1 | 0.20 233 | 0.31 367 |
|
| GMOStereo |  | 5.97 302 | 1.55 299 | 7.18 264 | 5.17 314 | 0.71 124 | 5.54 222 | 2.21 281 | 10.54 201 | 12.86 302 | 18.29 454 | 22.01 398 | 17.06 421 | 6.27 304 | 6.62 118 | 2.43 216 | 0.00 1 | 0.23 475 | 0.12 414 | 0.00 1 | 0.46 393 | 0.10 174 |
|
| error version |  | 5.97 302 | 1.55 299 | 7.18 264 | 5.17 314 | 0.71 124 | 5.54 222 | 2.21 281 | 10.54 201 | 12.86 302 | 18.29 454 | 22.01 398 | 17.06 421 | 6.27 304 | 6.62 118 | 2.43 216 | 0.00 1 | 0.23 475 | 0.12 414 | 0.00 1 | 0.46 393 | 0.10 174 |
|
| test-v |  | 5.97 302 | 1.55 299 | 7.18 264 | 5.17 314 | 0.71 124 | 5.54 222 | 2.21 281 | 10.54 201 | 12.86 302 | 18.29 454 | 22.01 398 | 17.06 421 | 6.27 304 | 6.62 118 | 2.43 216 | 0.00 1 | 0.23 475 | 0.12 414 | 0.00 1 | 0.46 393 | 0.10 174 |
|
| test-2 |  | 5.97 302 | 1.55 299 | 7.18 264 | 5.17 314 | 0.71 124 | 5.54 222 | 2.21 281 | 10.54 201 | 12.86 302 | 18.29 454 | 22.01 398 | 17.06 421 | 6.27 304 | 6.62 118 | 2.43 216 | 0.00 1 | 0.23 475 | 0.12 414 | 0.00 1 | 0.46 393 | 0.10 174 |
|
| xx1 |  | 5.99 306 | 2.00 427 | 4.99 138 | 5.89 375 | 0.26 10 | 10.85 385 | 5.38 417 | 17.84 347 | 15.48 346 | 6.95 235 | 10.01 225 | 16.02 408 | 11.15 423 | 10.79 272 | 1.59 139 | 0.00 1 | 0.05 197 | 0.02 268 | 0.05 313 | 0.25 268 | 0.20 293 |
|
| rafts_anoy |  | 6.02 307 | 1.67 352 | 6.27 227 | 6.53 429 | 4.98 489 | 5.30 207 | 2.53 309 | 13.77 274 | 21.01 415 | 12.70 319 | 16.23 313 | 8.56 280 | 5.65 278 | 9.09 212 | 5.22 359 | 0.04 282 | 0.31 513 | 0.09 377 | 0.03 261 | 0.25 268 | 0.17 264 |
|
| TestStereo |  | 6.02 307 | 2.55 482 | 7.33 276 | 5.57 348 | 1.68 263 | 6.05 278 | 1.78 236 | 13.73 271 | 16.40 362 | 10.87 288 | 23.79 419 | 9.00 285 | 5.63 277 | 11.26 306 | 3.96 312 | 0.09 345 | 0.01 43 | 0.00 1 | 0.00 1 | 0.69 468 | 0.01 4 |
|
| Any-RAFT |  | 6.04 309 | 1.16 171 | 4.52 114 | 4.47 255 | 1.20 200 | 10.46 372 | 1.97 266 | 21.84 417 | 15.52 348 | 11.21 291 | 19.37 350 | 13.34 363 | 4.72 232 | 8.65 187 | 2.03 185 | 0.01 141 | 0.19 443 | 0.00 1 | 0.00 1 | 0.04 66 | 0.08 156 |
|
| iRaft-Stereo_20w |  | 6.06 310 | 1.84 401 | 12.04 474 | 4.23 230 | 1.67 260 | 6.77 312 | 2.22 285 | 18.73 368 | 6.08 180 | 14.72 357 | 10.33 238 | 13.42 368 | 8.14 362 | 15.88 480 | 3.08 266 | 0.01 141 | 0.24 486 | 0.13 426 | 0.39 527 | 0.61 451 | 0.71 468 |
|
| DCRE |  | 6.07 311 | 1.75 378 | 8.41 331 | 7.20 469 | 3.82 418 | 6.48 297 | 4.18 385 | 15.52 305 | 10.42 272 | 9.24 267 | 22.47 408 | 11.71 327 | 5.46 266 | 10.62 263 | 3.02 258 | 0.02 222 | 0.26 497 | 0.05 321 | 0.30 496 | 0.15 199 | 0.24 329 |
|
| XX-Stereo |  | 6.14 312 | 1.47 265 | 9.11 379 | 11.87 599 | 6.76 571 | 3.27 67 | 0.93 108 | 15.13 294 | 5.43 165 | 8.79 264 | 28.46 474 | 13.71 372 | 2.22 108 | 11.51 316 | 2.07 189 | 0.20 399 | 0.24 486 | 0.08 365 | 0.29 489 | 1.04 509 | 0.13 216 |
|
| AFF-stereo |  | 6.17 313 | 1.61 329 | 7.02 260 | 4.08 214 | 0.64 106 | 3.53 81 | 0.76 90 | 16.00 318 | 13.14 311 | 12.86 321 | 25.42 436 | 15.67 400 | 7.86 355 | 11.12 293 | 3.21 274 | 0.02 222 | 0.06 234 | 0.00 1 | 0.00 1 | 0.40 375 | 0.08 156 |
|
| knoymous |  | 6.19 314 | 1.49 276 | 4.49 112 | 3.81 199 | 1.87 286 | 5.84 254 | 5.76 431 | 14.51 282 | 14.18 326 | 13.31 334 | 21.59 394 | 12.64 344 | 6.49 316 | 12.41 370 | 4.03 319 | 0.12 362 | 0.13 388 | 0.12 414 | 0.00 1 | 0.71 473 | 0.35 382 |
|
| TRStereo |  | 6.22 315 | 6.09 571 | 11.30 459 | 9.19 530 | 7.41 589 | 4.75 160 | 1.74 222 | 19.70 385 | 11.74 286 | 10.61 284 | 8.65 205 | 10.67 310 | 3.22 147 | 13.81 433 | 3.60 287 | 0.31 448 | 0.23 475 | 0.12 414 | 0.36 517 | 0.48 403 | 0.38 390 |
|
| AnonymousM |  | 6.33 316 | 11.42 621 | 3.06 25 | 3.93 207 | 1.49 238 | 4.54 130 | 3.29 344 | 11.00 212 | 7.70 224 | 16.52 410 | 9.38 220 | 9.07 286 | 3.97 178 | 7.10 133 | 3.01 255 | 0.43 483 | 0.07 263 | 22.69 665 | 7.67 651 | 0.06 87 | 0.21 304 |
|
| AIO-test1 |  | 6.38 317 | 1.41 249 | 5.70 197 | 9.77 547 | 5.61 530 | 9.09 355 | 1.79 237 | 21.63 415 | 20.69 411 | 6.75 228 | 17.68 325 | 8.19 275 | 4.99 249 | 10.38 254 | 3.16 270 | 0.01 141 | 0.01 43 | 0.00 1 | 0.13 394 | 0.28 293 | 0.26 340 |
|
| MyStereo06 |  | 6.40 318 | 1.76 384 | 13.15 489 | 6.19 407 | 4.40 459 | 7.09 319 | 9.95 533 | 16.68 329 | 6.98 201 | 12.91 322 | 10.76 250 | 17.84 442 | 5.71 280 | 9.97 243 | 3.39 282 | 0.06 328 | 0.10 338 | 0.02 268 | 0.04 285 | 0.73 479 | 0.29 356 |
|
| DCANet-4 |  | 6.41 319 | 1.02 129 | 9.66 410 | 3.41 154 | 0.68 113 | 4.73 153 | 1.70 204 | 17.70 343 | 24.33 464 | 15.10 368 | 20.25 366 | 6.45 234 | 8.65 369 | 8.47 176 | 5.31 363 | 0.01 141 | 0.04 160 | 0.00 1 | 0.00 1 | 0.09 138 | 0.63 450 |
|
| riskmin |  | 6.42 320 | 1.29 211 | 6.76 246 | 3.95 208 | 2.25 318 | 10.49 373 | 2.53 309 | 15.11 293 | 17.60 378 | 9.77 273 | 12.91 277 | 15.25 396 | 12.04 448 | 11.58 321 | 5.11 354 | 0.14 369 | 0.24 486 | 0.13 426 | 0.03 261 | 0.61 451 | 0.69 463 |
|
| DisPM |  | 6.43 321 | 1.31 219 | 8.36 326 | 6.61 438 | 1.06 178 | 5.83 252 | 3.82 371 | 13.04 253 | 11.63 285 | 16.38 405 | 23.88 422 | 12.80 348 | 6.50 317 | 13.03 408 | 3.04 260 | 0.51 502 | 0.01 43 | 0.08 365 | 0.15 409 | 0.10 161 | 0.42 403 |
|
| Lsterematch |  | 6.44 322 | 1.75 378 | 6.90 254 | 3.57 178 | 0.63 104 | 8.44 348 | 1.54 174 | 12.51 235 | 16.89 366 | 16.22 400 | 25.52 438 | 9.64 296 | 4.42 198 | 12.06 350 | 7.98 431 | 0.00 1 | 0.04 160 | 0.00 1 | 0.00 1 | 0.29 301 | 0.31 367 |
|
| DCANet |  | 6.46 323 | 1.59 320 | 7.28 271 | 3.51 169 | 0.68 113 | 4.77 166 | 1.75 225 | 15.33 299 | 23.62 449 | 15.55 384 | 20.73 379 | 7.31 258 | 11.56 438 | 8.83 199 | 5.26 361 | 0.00 1 | 0.05 197 | 0.00 1 | 0.00 1 | 0.26 279 | 1.11 515 |
|
| RALAANet |  | 6.49 324 | 2.49 479 | 9.69 415 | 7.09 462 | 4.98 489 | 6.23 283 | 1.68 200 | 19.90 390 | 14.26 327 | 15.04 367 | 14.56 289 | 12.69 346 | 4.38 196 | 12.91 398 | 3.07 263 | 0.02 222 | 0.07 263 | 0.00 1 | 0.10 376 | 0.51 421 | 0.15 246 |
|
| Pruner-Stereo |  | 6.59 325 | 1.51 284 | 8.71 352 | 6.34 416 | 0.85 153 | 5.66 238 | 4.15 381 | 13.74 272 | 11.02 279 | 18.11 449 | 22.09 403 | 15.86 404 | 5.80 283 | 11.75 334 | 5.15 357 | 0.60 515 | 0.02 100 | 0.18 453 | 0.10 376 | 0.07 111 | 0.16 255 |
|
| sAnonymous2 |  | 6.59 325 | 6.21 573 | 19.05 568 | 8.91 520 | 5.27 513 | 4.58 136 | 6.69 473 | 15.56 306 | 11.12 282 | 4.86 194 | 8.71 208 | 3.81 158 | 7.93 356 | 7.38 142 | 2.89 246 | 0.09 345 | 0.07 263 | 0.05 321 | 0.28 485 | 11.25 646 | 7.10 633 |
|
| CroCo_RVC |  | 6.59 325 | 6.21 573 | 19.05 568 | 8.91 520 | 5.27 513 | 4.58 136 | 6.69 473 | 15.56 306 | 11.12 282 | 4.86 194 | 8.71 208 | 3.81 158 | 7.93 356 | 7.38 142 | 2.89 246 | 0.09 345 | 0.07 263 | 0.05 321 | 0.28 485 | 11.25 646 | 7.10 633 |
|
| SST-Stereo |  | 6.60 328 | 1.46 263 | 8.37 327 | 6.68 441 | 0.77 141 | 6.01 273 | 1.93 260 | 14.68 287 | 9.24 256 | 19.09 472 | 20.43 371 | 16.86 419 | 8.59 368 | 13.49 423 | 3.80 301 | 0.22 410 | 0.05 197 | 0.13 426 | 0.00 1 | 0.08 128 | 0.05 112 |
|
| PSM-softLoss |  | 6.61 329 | 1.60 324 | 9.42 396 | 6.48 424 | 0.88 157 | 5.65 233 | 2.04 273 | 22.64 427 | 8.77 245 | 13.95 344 | 22.11 405 | 13.01 352 | 5.22 260 | 12.73 388 | 6.05 380 | 0.49 496 | 0.06 234 | 0.27 486 | 0.56 557 | 0.16 210 | 0.06 126 |
|
| KMStereo |  | 6.61 329 | 1.60 324 | 9.42 396 | 6.48 424 | 0.88 157 | 5.65 233 | 2.04 273 | 22.64 427 | 8.77 245 | 13.95 344 | 22.11 405 | 13.01 352 | 5.22 260 | 12.73 388 | 6.05 380 | 0.49 496 | 0.06 234 | 0.27 486 | 0.56 557 | 0.16 210 | 0.06 126 |
|
| ADStereo(finetuned) |  | 6.68 331 | 1.59 320 | 9.70 416 | 3.49 165 | 0.68 113 | 4.79 167 | 1.75 225 | 15.33 299 | 23.64 450 | 15.56 385 | 20.68 374 | 7.30 257 | 13.85 485 | 8.71 190 | 5.17 358 | 0.00 1 | 0.05 197 | 0.00 1 | 0.00 1 | 0.25 268 | 1.05 510 |
|
| PFNet+ |  | 6.68 331 | 1.40 245 | 9.60 403 | 5.64 351 | 0.85 153 | 5.79 251 | 1.74 222 | 13.63 266 | 15.30 341 | 17.88 442 | 21.38 391 | 14.52 383 | 6.07 293 | 12.74 390 | 4.89 348 | 0.63 524 | 0.20 449 | 0.11 410 | 0.30 496 | 0.05 80 | 0.91 497 |
|
| rvit_0105_4 |  | 6.69 333 | 2.81 492 | 15.46 528 | 10.22 563 | 1.58 247 | 5.99 268 | 5.81 432 | 13.77 274 | 23.65 451 | 7.16 241 | 9.46 221 | 12.64 344 | 7.78 353 | 12.03 343 | 3.83 304 | 0.19 391 | 0.47 551 | 0.00 1 | 0.01 195 | 0.60 449 | 0.37 387 |
|
| raft+_RVC |  | 6.69 333 | 1.61 329 | 5.57 189 | 6.37 417 | 4.62 474 | 6.51 300 | 6.18 450 | 20.39 401 | 23.38 446 | 10.62 286 | 17.82 327 | 9.89 299 | 5.65 278 | 10.70 267 | 3.67 293 | 0.00 1 | 0.14 405 | 0.00 1 | 0.00 1 | 0.34 348 | 0.27 346 |
|
| NF-Stereo |  | 6.72 335 | 1.59 320 | 8.93 358 | 6.60 436 | 0.73 138 | 6.27 288 | 3.38 351 | 20.21 400 | 18.01 384 | 13.22 333 | 19.46 354 | 11.82 329 | 6.16 298 | 12.39 369 | 4.74 339 | 0.33 451 | 0.06 234 | 0.20 464 | 0.23 453 | 0.08 128 | 0.05 112 |
|
| RE-Stereo |  | 6.73 336 | 1.58 317 | 8.94 360 | 6.59 433 | 0.71 124 | 6.27 288 | 3.51 356 | 20.20 394 | 17.99 382 | 13.21 330 | 19.46 354 | 11.94 333 | 6.20 300 | 12.34 366 | 4.79 343 | 0.34 455 | 0.05 197 | 0.20 464 | 0.23 453 | 0.09 138 | 0.05 112 |
|
| TVStereo |  | 6.73 336 | 1.58 317 | 8.94 360 | 6.59 433 | 0.71 124 | 6.27 288 | 3.51 356 | 20.20 394 | 17.99 382 | 13.21 330 | 19.46 354 | 11.94 333 | 6.20 300 | 12.34 366 | 4.79 343 | 0.34 455 | 0.05 197 | 0.20 464 | 0.23 453 | 0.09 138 | 0.05 112 |
|
| OCTAStereo |  | 6.74 338 | 1.59 320 | 8.96 365 | 6.60 436 | 0.72 133 | 6.25 285 | 3.50 354 | 20.20 394 | 18.03 385 | 13.21 330 | 19.45 352 | 12.07 341 | 6.16 298 | 12.36 368 | 4.78 340 | 0.35 458 | 0.06 234 | 0.20 464 | 0.23 453 | 0.09 138 | 0.05 112 |
|
| DIP-Stereo |  | 6.74 338 | 1.93 417 | 10.02 433 | 4.28 240 | 1.64 257 | 13.54 440 | 1.52 169 | 15.16 295 | 6.63 192 | 14.30 352 | 26.81 455 | 10.90 313 | 5.19 259 | 14.78 456 | 7.56 414 | 0.00 1 | 0.06 234 | 0.05 321 | 0.00 1 | 0.17 221 | 0.17 264 |
| 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 |  | 6.75 340 | 1.67 352 | 12.34 476 | 4.67 268 | 1.47 233 | 10.01 365 | 2.24 287 | 26.43 472 | 17.22 369 | 14.72 357 | 12.75 273 | 7.02 249 | 9.68 394 | 8.44 175 | 5.26 361 | 0.01 141 | 0.04 160 | 0.05 321 | 0.09 363 | 0.35 352 | 0.55 435 |
|
| RAFT-345 |  | 6.79 341 | 1.29 211 | 6.80 249 | 5.06 297 | 0.91 162 | 5.61 230 | 3.32 350 | 13.36 261 | 10.17 270 | 13.73 340 | 43.66 624 | 9.12 288 | 5.38 265 | 12.29 364 | 4.44 330 | 0.32 449 | 0.05 197 | 0.09 377 | 0.06 332 | 0.06 87 | 0.03 51 |
|
| x |  | 6.80 342 | 1.36 234 | 6.94 256 | 4.58 264 | 1.88 287 | 10.78 382 | 4.55 395 | 19.79 388 | 10.62 275 | 12.69 318 | 19.54 357 | 14.87 389 | 10.11 402 | 9.52 224 | 8.03 435 | 0.07 339 | 0.15 412 | 0.04 310 | 0.04 285 | 0.24 263 | 0.22 312 |
|
| PAM_32 |  | 6.82 343 | 1.73 366 | 14.16 510 | 5.34 337 | 1.47 233 | 13.84 447 | 0.88 103 | 14.75 289 | 6.34 186 | 14.22 350 | 9.14 215 | 24.94 527 | 11.87 444 | 12.50 379 | 2.79 242 | 0.14 369 | 0.27 501 | 0.09 377 | 0.42 534 | 0.54 430 | 0.89 493 |
|
| fff |  | 6.83 344 | 1.55 299 | 7.28 271 | 3.56 172 | 0.32 26 | 4.73 153 | 1.70 204 | 15.75 310 | 31.87 533 | 15.11 369 | 20.25 366 | 6.90 245 | 12.80 464 | 8.63 184 | 5.33 364 | 0.01 141 | 0.04 160 | 0.00 1 | 0.00 1 | 0.09 138 | 0.63 450 |
|
| csc |  | 6.83 344 | 1.55 299 | 7.28 271 | 3.56 172 | 0.32 26 | 4.73 153 | 1.70 204 | 15.75 310 | 31.87 533 | 15.11 369 | 20.25 366 | 6.90 245 | 12.80 464 | 8.63 184 | 5.33 364 | 0.01 141 | 0.04 160 | 0.00 1 | 0.00 1 | 0.09 138 | 0.63 450 |
|
| cscssc |  | 6.83 344 | 1.55 299 | 7.28 271 | 3.56 172 | 0.32 26 | 4.73 153 | 1.70 204 | 15.75 310 | 31.87 533 | 15.11 369 | 20.25 366 | 6.90 245 | 12.80 464 | 8.63 184 | 5.33 364 | 0.01 141 | 0.04 160 | 0.00 1 | 0.00 1 | 0.09 138 | 0.63 450 |
|
| Hybrid-DGEV-03 |  | 6.90 347 | 1.58 317 | 5.75 199 | 6.11 402 | 1.20 200 | 11.62 400 | 2.60 314 | 13.70 269 | 14.15 325 | 16.58 412 | 29.44 487 | 14.00 376 | 5.86 285 | 10.87 281 | 3.69 294 | 0.00 1 | 0.07 263 | 0.13 426 | 0.00 1 | 0.35 352 | 0.28 351 |
|
| UGAM-zero |  | 6.91 348 | 1.47 265 | 13.65 501 | 4.24 231 | 1.67 260 | 5.51 219 | 0.72 87 | 17.44 338 | 6.74 194 | 14.56 353 | 15.84 307 | 24.16 515 | 14.20 494 | 12.79 391 | 3.96 312 | 0.00 1 | 0.22 467 | 0.02 268 | 0.58 559 | 0.14 191 | 0.27 346 |
|
| RAFT_R40 |  | 6.91 348 | 1.53 291 | 8.45 335 | 6.79 449 | 0.77 141 | 5.86 258 | 3.82 371 | 14.85 290 | 14.53 331 | 18.05 448 | 20.03 363 | 17.06 421 | 8.69 370 | 13.40 420 | 3.84 306 | 0.14 369 | 0.02 100 | 0.14 431 | 0.00 1 | 0.09 138 | 0.05 112 |
|
| OMP-Stereo |  | 6.93 350 | 2.57 484 | 9.03 374 | 10.63 572 | 1.72 265 | 4.89 171 | 1.91 257 | 17.84 347 | 15.56 349 | 16.69 416 | 14.16 285 | 17.70 439 | 7.33 343 | 12.93 399 | 4.83 346 | 0.24 424 | 0.03 139 | 0.06 343 | 0.02 236 | 0.19 229 | 0.39 393 |
|
| PAM |  | 6.94 351 | 1.65 345 | 14.88 525 | 5.38 339 | 1.98 298 | 14.76 469 | 1.28 134 | 14.54 283 | 6.77 195 | 15.52 382 | 9.10 213 | 24.15 514 | 11.60 440 | 12.46 376 | 2.33 211 | 0.04 282 | 0.28 505 | 0.07 354 | 0.42 534 | 0.57 442 | 0.99 505 |
|
| qqq |  | 6.96 352 | 1.40 245 | 8.15 318 | 4.50 256 | 1.03 171 | 8.55 349 | 6.93 483 | 20.20 394 | 11.88 288 | 12.00 297 | 18.19 337 | 16.02 408 | 11.15 423 | 11.09 290 | 7.45 410 | 0.06 328 | 0.13 388 | 0.02 268 | 0.05 313 | 0.25 268 | 0.20 293 |
|
| AIO-test2 |  | 7.01 353 | 2.23 464 | 6.87 251 | 8.42 512 | 5.28 515 | 9.03 354 | 5.32 414 | 25.92 465 | 23.54 447 | 6.78 230 | 20.55 373 | 5.25 198 | 3.58 167 | 9.56 226 | 2.50 223 | 3.96 623 | 0.04 160 | 0.03 288 | 0.47 546 | 0.56 440 | 0.33 373 |
|
| MIM_Stereo |  | 7.02 354 | 1.55 299 | 10.78 450 | 4.17 222 | 0.58 92 | 5.25 204 | 1.32 141 | 19.03 375 | 12.59 301 | 16.74 418 | 28.83 477 | 13.20 360 | 5.53 270 | 12.89 396 | 7.11 402 | 0.00 1 | 0.23 475 | 0.00 1 | 0.01 195 | 0.38 367 | 0.28 351 |
|
| R-Stereo Train |  | 7.04 355 | 1.34 230 | 7.89 301 | 6.23 409 | 2.30 321 | 7.51 329 | 5.54 425 | 23.96 439 | 6.94 199 | 16.26 402 | 33.57 556 | 12.04 338 | 5.61 273 | 7.67 149 | 3.74 296 | 0.01 141 | 0.05 197 | 0.01 241 | 0.00 1 | 0.10 161 | 0.12 201 |
|
| RAFT-Stereo |   | 7.04 355 | 1.34 230 | 7.89 301 | 6.23 409 | 2.30 321 | 7.51 329 | 5.54 425 | 23.96 439 | 6.94 199 | 16.26 402 | 33.57 556 | 12.04 338 | 5.61 273 | 7.67 149 | 3.74 296 | 0.01 141 | 0.05 197 | 0.01 241 | 0.00 1 | 0.10 161 | 0.12 201 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| ACRE |  | 7.07 357 | 2.38 471 | 13.26 490 | 7.36 474 | 4.86 480 | 10.28 368 | 4.40 388 | 15.51 304 | 13.69 320 | 17.22 428 | 19.23 349 | 8.00 272 | 4.20 189 | 10.64 264 | 8.50 448 | 0.33 451 | 0.32 516 | 0.03 288 | 0.14 400 | 0.37 361 | 0.77 478 |
|
| MyStereo8 |  | 7.13 358 | 2.48 477 | 10.86 453 | 6.81 451 | 4.98 489 | 10.73 379 | 1.42 152 | 14.58 285 | 9.73 261 | 15.75 387 | 23.16 414 | 12.17 342 | 7.96 359 | 9.85 237 | 10.21 477 | 0.04 282 | 0.19 443 | 0.08 365 | 0.21 441 | 0.58 446 | 0.82 482 |
|
| IPLGR |  | 7.14 359 | 1.31 219 | 13.14 488 | 4.24 231 | 1.15 195 | 9.78 363 | 0.98 113 | 23.98 441 | 21.70 428 | 16.22 400 | 18.43 338 | 8.45 279 | 7.66 347 | 9.26 218 | 5.45 369 | 0.21 404 | 0.05 197 | 0.04 310 | 0.06 332 | 0.32 333 | 0.38 390 |
|
| CIPLG |  | 7.15 360 | 2.44 474 | 12.82 483 | 7.38 475 | 4.93 484 | 10.51 374 | 4.56 396 | 15.17 296 | 13.25 315 | 17.45 433 | 19.75 358 | 8.42 278 | 4.60 221 | 11.41 312 | 8.31 442 | 0.33 451 | 0.32 516 | 0.03 288 | 0.14 400 | 0.37 361 | 0.72 470 |
|
| AIO-Stereo-zeroshot |   | 7.16 361 | 3.12 509 | 14.04 508 | 4.74 271 | 6.89 578 | 6.58 304 | 0.68 80 | 21.97 423 | 9.36 259 | 10.84 287 | 17.38 321 | 17.36 435 | 9.24 383 | 12.45 375 | 4.44 330 | 0.04 282 | 0.24 486 | 0.10 397 | 1.00 587 | 1.36 531 | 1.43 534 |
|
| IPLGR_C |  | 7.16 361 | 2.48 477 | 12.98 486 | 7.52 484 | 4.91 483 | 10.56 375 | 4.59 398 | 15.63 309 | 14.12 324 | 17.42 431 | 18.87 345 | 8.00 272 | 4.59 220 | 10.76 271 | 8.81 452 | 0.32 449 | 0.32 516 | 0.03 288 | 0.13 394 | 0.36 354 | 0.76 475 |
|
| IPLG |  | 7.20 363 | 1.43 254 | 12.55 480 | 5.17 314 | 4.32 454 | 11.11 394 | 1.48 157 | 21.79 416 | 15.10 337 | 19.16 473 | 20.23 365 | 5.26 199 | 5.61 273 | 11.68 329 | 8.14 438 | 0.05 308 | 0.06 234 | 0.03 288 | 0.07 343 | 0.33 342 | 0.50 425 |
|
| StereoVision |  | 7.21 364 | 2.17 457 | 9.29 388 | 9.43 534 | 3.91 423 | 5.09 195 | 1.91 257 | 20.04 391 | 17.37 374 | 8.57 259 | 29.59 490 | 11.08 317 | 6.76 331 | 12.44 371 | 4.71 337 | 0.54 506 | 0.05 197 | 0.16 446 | 0.03 261 | 0.82 492 | 0.30 359 |
|
| 111 |  | 7.26 365 | 1.65 345 | 7.28 271 | 3.56 172 | 0.32 26 | 10.76 380 | 3.53 359 | 20.55 403 | 27.51 497 | 10.07 277 | 16.62 316 | 14.30 378 | 9.53 392 | 12.02 342 | 5.87 378 | 0.14 369 | 0.01 43 | 0.00 1 | 0.00 1 | 0.31 323 | 1.14 519 |
|
| HHNet |  | 7.39 366 | 1.75 378 | 7.24 269 | 3.26 141 | 3.18 383 | 5.04 190 | 6.40 460 | 19.04 376 | 15.70 351 | 20.71 503 | 32.13 535 | 10.69 311 | 5.91 286 | 10.45 257 | 4.60 335 | 0.40 476 | 0.07 263 | 0.21 469 | 0.13 394 | 0.54 430 | 0.41 400 |
|
| ASMatch |  | 7.40 367 | 1.42 250 | 8.49 339 | 5.09 301 | 2.00 300 | 4.74 158 | 2.62 316 | 16.54 327 | 13.17 312 | 17.08 423 | 34.75 564 | 13.13 359 | 10.33 407 | 12.04 346 | 4.82 345 | 0.05 308 | 0.24 486 | 0.21 469 | 0.17 417 | 0.16 210 | 0.97 501 |
|
| IIG-Stereo |  | 7.41 368 | 2.13 455 | 8.55 341 | 10.02 557 | 1.76 270 | 6.82 313 | 1.53 172 | 17.17 336 | 15.84 355 | 18.74 467 | 20.30 370 | 18.01 446 | 8.39 366 | 12.89 396 | 5.22 359 | 0.27 437 | 0.03 139 | 0.03 288 | 0.00 1 | 0.16 210 | 0.30 359 |
|
| RAFT+CT+SA |  | 7.44 369 | 1.46 263 | 6.46 232 | 10.73 575 | 3.34 392 | 4.70 150 | 7.45 497 | 16.45 323 | 25.89 479 | 10.18 279 | 27.15 460 | 7.27 255 | 8.00 360 | 15.11 459 | 3.19 273 | 0.02 222 | 0.00 1 | 0.18 453 | 0.46 545 | 0.30 311 | 0.47 416 |
|
| LCNet |  | 7.52 370 | 1.23 190 | 5.35 163 | 6.42 422 | 1.29 208 | 9.27 360 | 5.64 428 | 17.85 349 | 10.63 276 | 16.54 411 | 24.54 427 | 14.85 388 | 11.29 427 | 11.74 333 | 3.88 307 | 0.02 222 | 0.02 100 | 0.22 473 | 2.04 613 | 0.90 503 | 6.76 626 |
|
| rvit_0105_5 |  | 7.60 371 | 3.13 510 | 16.37 542 | 9.97 556 | 1.59 249 | 7.41 327 | 6.27 452 | 17.78 346 | 25.62 476 | 10.30 280 | 10.39 239 | 14.79 387 | 8.95 378 | 12.51 380 | 4.87 347 | 0.17 384 | 0.42 536 | 0.00 1 | 0.11 386 | 0.62 454 | 0.71 468 |
|
| IGEV-BASED-STEREO- |  | 7.61 372 | 27.25 661 | 41.87 637 | 2.73 83 | 0.41 53 | 4.25 111 | 1.50 162 | 6.63 82 | 3.87 116 | 4.31 172 | 3.78 90 | 2.48 121 | 1.39 73 | 5.67 94 | 1.56 137 | 25.09 671 | 0.05 197 | 0.01 241 | 0.08 349 | 4.67 604 | 14.58 661 |
|
| TestStereo1 |  | 7.62 373 | 1.62 335 | 7.60 285 | 10.47 568 | 1.86 283 | 4.76 161 | 2.48 306 | 19.73 386 | 22.33 435 | 16.79 419 | 26.02 443 | 9.33 290 | 9.30 384 | 15.92 483 | 3.37 280 | 0.01 141 | 0.02 100 | 0.02 268 | 0.05 313 | 0.55 434 | 0.28 351 |
|
| SA-5K |  | 7.62 373 | 1.62 335 | 7.60 285 | 10.47 568 | 1.86 283 | 4.76 161 | 2.48 306 | 19.73 386 | 22.33 435 | 16.79 419 | 26.02 443 | 9.33 290 | 9.30 384 | 15.92 483 | 3.37 280 | 0.01 141 | 0.02 100 | 0.02 268 | 0.05 313 | 0.55 434 | 0.28 351 |
|
| Select-FE |  | 7.63 375 | 3.47 518 | 20.76 583 | 6.30 413 | 3.70 410 | 4.03 99 | 0.92 107 | 18.82 370 | 5.95 176 | 12.56 315 | 23.32 415 | 19.63 471 | 12.90 467 | 13.98 437 | 3.39 282 | 0.09 345 | 0.51 562 | 0.05 321 | 0.70 567 | 0.29 301 | 1.21 526 |
|
| FACV-RUCA |  | 7.66 376 | 1.94 418 | 9.40 395 | 7.72 493 | 6.03 551 | 12.99 430 | 3.10 339 | 19.47 383 | 18.51 390 | 12.27 299 | 18.43 338 | 8.28 276 | 10.16 403 | 11.38 310 | 5.62 371 | 0.36 460 | 0.62 575 | 4.36 624 | 0.30 496 | 1.72 545 | 0.55 435 |
|
| test_sample1 |  | 7.66 376 | 1.26 202 | 8.87 356 | 5.04 294 | 2.61 344 | 14.61 466 | 4.58 397 | 20.08 392 | 9.81 265 | 13.83 342 | 21.62 395 | 18.21 452 | 12.26 451 | 11.71 330 | 8.01 433 | 0.11 356 | 0.11 359 | 0.02 268 | 0.02 236 | 0.20 233 | 0.17 264 |
|
| mmm |  | 7.72 378 | 1.50 281 | 8.56 342 | 5.29 331 | 1.89 288 | 14.14 453 | 5.70 430 | 18.42 361 | 11.02 279 | 16.04 395 | 23.78 418 | 17.00 420 | 10.03 401 | 12.03 343 | 7.54 413 | 0.12 362 | 0.07 263 | 0.50 525 | 0.20 437 | 0.31 323 | 0.18 274 |
|
| RAFT-RH_RVC |  | 7.73 379 | 1.25 199 | 6.99 258 | 4.83 278 | 0.90 161 | 11.76 402 | 1.53 172 | 13.00 251 | 14.43 330 | 17.51 435 | 46.41 637 | 11.02 316 | 6.30 308 | 12.68 384 | 4.93 350 | 0.51 502 | 0.04 160 | 0.12 414 | 0.13 394 | 0.09 138 | 0.09 162 |
|
| AIO-Stereo-zeroshot1 |   | 7.76 380 | 3.78 527 | 19.59 571 | 5.04 294 | 10.79 630 | 5.87 260 | 1.85 248 | 19.52 384 | 7.33 217 | 14.18 347 | 21.16 387 | 16.50 414 | 5.97 291 | 13.73 432 | 3.79 300 | 0.04 282 | 0.17 428 | 0.04 310 | 1.30 600 | 2.45 563 | 2.15 566 |
|
| TransformOpticalFlow |  | 7.76 380 | 1.90 407 | 9.31 391 | 5.50 346 | 1.18 198 | 6.97 317 | 8.27 505 | 17.86 351 | 13.21 313 | 14.58 354 | 29.13 479 | 19.01 459 | 10.85 413 | 12.51 380 | 3.69 294 | 0.01 141 | 0.04 160 | 0.20 464 | 0.04 285 | 0.17 221 | 0.84 485 |
|
| HITNet |  | 7.83 382 | 2.93 500 | 8.39 328 | 4.76 275 | 1.48 236 | 12.75 425 | 4.64 399 | 20.97 405 | 14.37 329 | 15.14 373 | 22.15 407 | 14.57 384 | 10.62 408 | 14.38 446 | 8.14 438 | 0.04 282 | 0.01 43 | 0.48 522 | 0.02 236 | 0.57 442 | 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 |  | 7.86 383 | 1.27 204 | 7.98 307 | 5.00 293 | 2.29 320 | 13.33 436 | 6.88 480 | 20.42 402 | 15.24 339 | 13.95 344 | 21.58 393 | 18.96 458 | 12.12 449 | 12.07 353 | 5.36 367 | 0.12 362 | 0.10 338 | 0.07 354 | 0.03 261 | 0.28 293 | 0.19 288 |
|
| PFNet |  | 7.91 384 | 1.44 260 | 11.60 465 | 7.03 458 | 2.42 329 | 7.60 335 | 6.03 445 | 23.36 436 | 17.24 371 | 20.29 495 | 17.67 324 | 15.44 399 | 7.71 350 | 13.02 407 | 5.71 374 | 0.24 424 | 0.20 449 | 0.12 414 | 0.19 432 | 0.31 323 | 0.61 448 |
|
| SA |  | 7.93 385 | 1.54 296 | 9.13 382 | 7.98 500 | 0.64 106 | 5.85 256 | 2.29 291 | 22.27 424 | 24.54 469 | 13.17 329 | 31.07 515 | 8.87 284 | 10.32 406 | 16.49 500 | 3.12 267 | 0.04 282 | 0.12 372 | 0.17 448 | 0.30 496 | 0.45 389 | 0.17 264 |
|
| AAGNet |  | 7.94 386 | 1.48 270 | 9.34 393 | 7.13 467 | 0.70 119 | 5.85 256 | 5.16 410 | 15.40 302 | 14.01 322 | 20.13 492 | 24.03 423 | 15.28 397 | 11.52 434 | 12.05 347 | 15.47 531 | 0.63 524 | 0.06 234 | 0.32 504 | 0.01 195 | 0.12 177 | 0.09 162 |
|
| FENet |  | 7.94 386 | 1.01 126 | 6.72 239 | 5.87 374 | 2.07 304 | 11.11 394 | 2.03 272 | 21.39 410 | 20.81 412 | 17.14 426 | 22.65 409 | 14.43 380 | 11.54 437 | 12.97 402 | 7.89 428 | 0.15 378 | 0.24 486 | 0.03 288 | 0.02 236 | 0.14 191 | 0.62 449 |
|
| dd |  | 7.96 388 | 4.08 535 | 11.49 464 | 6.53 429 | 0.93 165 | 8.28 346 | 4.03 377 | 16.53 325 | 33.82 552 | 15.17 375 | 16.50 315 | 6.79 242 | 5.96 290 | 14.30 443 | 9.90 468 | 1.13 575 | 0.42 536 | 0.17 448 | 0.44 541 | 2.01 556 | 0.79 479 |
|
| raft_robust |  | 7.97 389 | 2.26 466 | 6.75 243 | 5.83 370 | 0.72 133 | 5.57 228 | 0.84 98 | 33.59 572 | 34.21 558 | 18.17 450 | 19.88 361 | 6.50 235 | 5.62 276 | 15.33 462 | 2.83 245 | 0.03 261 | 0.23 475 | 0.00 1 | 0.37 521 | 0.32 333 | 0.39 393 |
|
| STrans-v2 |  | 7.98 390 | 1.84 401 | 9.42 396 | 4.84 281 | 1.48 236 | 12.23 414 | 10.05 538 | 19.06 379 | 12.32 297 | 13.63 339 | 26.06 447 | 18.13 451 | 12.35 454 | 12.99 404 | 3.99 315 | 0.01 141 | 0.01 43 | 0.18 453 | 0.01 195 | 0.22 241 | 0.83 483 |
|
| Prome-Stereo |  | 8.10 391 | 1.28 207 | 5.48 177 | 6.50 426 | 1.51 240 | 6.70 307 | 9.42 524 | 21.08 407 | 9.13 254 | 20.88 504 | 32.84 544 | 11.95 335 | 11.86 443 | 11.75 334 | 3.97 314 | 0.01 141 | 0.02 100 | 0.18 453 | 0.12 389 | 0.41 378 | 7.01 631 |
|
| IGEV_i1 |  | 8.11 392 | 1.53 291 | 9.99 428 | 5.80 366 | 1.15 195 | 16.03 493 | 7.19 492 | 19.82 389 | 15.30 341 | 16.39 406 | 17.38 321 | 17.95 445 | 8.38 365 | 14.44 447 | 7.44 408 | 0.25 430 | 0.19 443 | 1.08 575 | 1.12 594 | 0.26 279 | 0.54 433 |
|
| ffm |  | 8.12 393 | 1.43 254 | 9.67 411 | 5.70 358 | 3.44 395 | 11.96 408 | 6.35 454 | 18.45 362 | 16.31 359 | 15.83 390 | 31.44 523 | 17.22 430 | 10.87 415 | 10.82 277 | 1.61 142 | 0.00 1 | 0.05 197 | 0.80 553 | 0.08 349 | 0.26 279 | 0.14 226 |
|
| CASS |  | 8.15 394 | 1.67 352 | 7.68 291 | 8.25 509 | 1.52 241 | 14.39 458 | 2.72 320 | 22.65 429 | 17.23 370 | 15.42 380 | 22.68 410 | 13.47 369 | 11.87 444 | 12.44 371 | 6.07 383 | 0.96 564 | 0.05 197 | 0.12 414 | 0.01 195 | 0.71 473 | 3.14 589 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| Hybrid-DGEV-2 |  | 8.17 395 | 2.51 481 | 8.34 324 | 8.55 515 | 1.17 197 | 11.10 393 | 1.08 120 | 30.90 534 | 27.91 498 | 12.92 323 | 15.67 302 | 11.91 332 | 14.50 504 | 11.71 330 | 4.55 333 | 0.05 308 | 0.08 299 | 0.00 1 | 0.05 313 | 0.28 293 | 0.13 216 |
|
| DN-CSS_ROB |  | 8.17 395 | 2.59 486 | 14.14 509 | 6.11 402 | 3.22 386 | 6.31 291 | 3.53 359 | 22.92 433 | 20.59 410 | 16.66 414 | 30.05 498 | 9.31 289 | 7.95 358 | 13.49 423 | 4.78 340 | 0.72 532 | 0.00 1 | 0.45 519 | 0.00 1 | 0.54 430 | 0.09 162 |
|
| RAFT_CTSACE |  | 8.24 397 | 1.97 422 | 8.39 328 | 6.89 455 | 5.11 500 | 5.86 258 | 2.63 317 | 14.62 286 | 16.88 365 | 23.52 542 | 34.77 565 | 16.02 408 | 7.37 344 | 17.91 517 | 2.23 207 | 0.00 1 | 0.12 372 | 0.00 1 | 0.03 261 | 0.39 370 | 0.05 112 |
|
| fast-iter |  | 8.30 398 | 2.00 427 | 6.75 243 | 4.58 264 | 5.15 505 | 4.16 103 | 0.50 66 | 17.99 354 | 9.24 256 | 25.03 556 | 28.22 470 | 20.23 474 | 12.47 457 | 17.93 518 | 11.49 495 | 0.00 1 | 0.10 338 | 0.00 1 | 0.05 313 | 0.08 128 | 0.05 112 |
|
| CoSv |  | 8.30 398 | 2.00 427 | 6.75 243 | 4.58 264 | 5.15 505 | 4.16 103 | 0.50 66 | 17.99 354 | 9.24 256 | 25.03 556 | 28.22 470 | 20.23 474 | 12.47 457 | 17.93 518 | 11.49 495 | 0.00 1 | 0.10 338 | 0.00 1 | 0.05 313 | 0.08 128 | 0.05 112 |
|
| GMM-Stereo |  | 8.34 400 | 1.09 154 | 6.42 229 | 6.14 405 | 2.52 337 | 10.30 370 | 9.64 529 | 23.44 437 | 10.64 277 | 17.84 440 | 29.89 494 | 17.37 436 | 7.75 352 | 11.55 318 | 4.36 327 | 0.05 308 | 0.01 43 | 0.23 477 | 0.90 576 | 0.46 393 | 6.26 620 |
|
| GANet-ADL |  | 8.36 401 | 2.31 469 | 8.44 334 | 7.39 477 | 2.65 350 | 12.58 421 | 5.24 412 | 29.55 516 | 25.24 472 | 14.19 349 | 16.70 318 | 17.07 426 | 6.91 335 | 10.65 265 | 6.26 387 | 0.38 464 | 0.39 528 | 0.10 397 | 0.12 389 | 0.75 485 | 0.28 351 |
|
| Sa-1000 |  | 8.38 402 | 1.50 281 | 8.13 316 | 7.56 486 | 0.89 159 | 14.39 458 | 2.47 305 | 24.31 447 | 23.74 455 | 15.18 376 | 28.35 473 | 11.42 323 | 8.85 375 | 16.20 495 | 3.28 278 | 0.17 384 | 0.23 475 | 0.15 438 | 0.23 453 | 0.46 393 | 0.19 288 |
|
| GwcNet-ADL |  | 8.48 403 | 1.70 362 | 9.38 394 | 7.10 464 | 2.78 361 | 6.74 311 | 6.57 470 | 30.15 521 | 26.01 483 | 15.15 374 | 17.77 326 | 13.93 374 | 6.96 336 | 12.96 401 | 9.91 469 | 0.48 495 | 0.72 582 | 0.01 241 | 0.01 195 | 0.51 421 | 0.84 485 |
|
| ARAFT |  | 8.50 404 | 3.19 511 | 16.58 544 | 5.52 347 | 0.91 162 | 12.13 413 | 11.20 561 | 17.19 337 | 18.28 389 | 18.40 461 | 16.33 314 | 17.10 427 | 8.58 367 | 18.56 524 | 5.00 351 | 0.11 356 | 0.04 160 | 0.00 1 | 0.00 1 | 0.55 434 | 0.25 336 |
|
| test_5 |  | 8.51 405 | 1.50 281 | 8.19 323 | 11.06 584 | 5.00 492 | 6.91 314 | 5.67 429 | 17.50 339 | 22.09 432 | 16.07 396 | 29.63 491 | 15.28 397 | 10.78 412 | 15.94 485 | 3.65 291 | 0.00 1 | 0.00 1 | 0.26 484 | 0.08 349 | 0.31 323 | 0.35 382 |
|
| RAFT |  | 8.51 405 | 2.16 456 | 8.93 358 | 8.14 504 | 0.81 149 | 12.63 422 | 8.49 511 | 16.34 321 | 15.56 349 | 22.31 525 | 18.99 347 | 19.29 466 | 11.39 432 | 17.57 513 | 6.05 380 | 0.01 141 | 0.19 443 | 0.27 486 | 0.02 236 | 0.64 461 | 0.45 413 |
|
| GES |  | 8.51 405 | 1.98 424 | 11.82 468 | 6.39 419 | 1.77 272 | 12.36 418 | 6.22 451 | 21.55 412 | 21.34 422 | 19.02 471 | 26.02 443 | 8.79 282 | 9.34 387 | 13.94 436 | 7.24 404 | 0.38 464 | 0.10 338 | 0.30 502 | 0.14 400 | 0.69 468 | 0.73 471 |
|
| DMCA |  | 8.51 405 | 1.90 407 | 9.96 425 | 5.16 313 | 4.14 439 | 10.29 369 | 4.46 392 | 25.52 457 | 19.55 398 | 16.33 404 | 20.69 375 | 17.59 437 | 11.26 426 | 10.42 256 | 11.36 494 | 0.50 499 | 0.08 299 | 0.35 508 | 0.05 313 | 0.36 354 | 0.31 367 |
|
| PSM-AAD |  | 8.62 409 | 1.22 185 | 5.69 196 | 6.31 415 | 1.12 186 | 12.74 424 | 10.01 537 | 19.29 381 | 15.25 340 | 21.54 519 | 25.11 432 | 14.24 377 | 13.47 475 | 12.15 358 | 3.93 311 | 0.01 141 | 0.06 234 | 2.48 609 | 0.16 412 | 0.38 367 | 7.28 636 |
|
| FTStereo |  | 8.67 410 | 1.13 164 | 6.04 215 | 6.04 395 | 2.39 328 | 7.86 338 | 12.05 575 | 17.72 344 | 8.33 239 | 20.16 493 | 41.41 608 | 16.10 412 | 12.64 462 | 10.80 275 | 4.37 328 | 0.18 387 | 0.01 43 | 0.09 377 | 0.16 412 | 0.15 199 | 5.71 614 |
|
| iRaft-Stereo_5w |  | 8.70 411 | 1.81 399 | 9.33 392 | 5.83 370 | 3.78 414 | 4.87 170 | 11.12 560 | 15.86 317 | 14.80 334 | 15.23 377 | 26.36 449 | 21.49 485 | 12.91 468 | 15.94 485 | 12.73 503 | 0.58 510 | 0.05 197 | 0.08 365 | 0.09 363 | 0.85 495 | 0.33 373 |
|
| test_sample3 |  | 8.76 412 | 1.62 335 | 9.99 428 | 5.21 325 | 2.61 344 | 17.43 523 | 5.37 415 | 26.91 479 | 19.77 401 | 17.13 425 | 20.82 381 | 16.55 416 | 9.70 395 | 12.52 382 | 8.59 449 | 0.21 404 | 0.07 263 | 0.05 321 | 0.04 285 | 0.39 370 | 0.30 359 |
|
| IRAFT_RVC |  | 8.76 412 | 1.47 265 | 9.55 402 | 7.31 471 | 1.77 272 | 6.49 299 | 10.43 548 | 25.94 466 | 27.33 493 | 17.50 434 | 19.85 360 | 17.93 444 | 10.21 404 | 12.88 395 | 5.44 368 | 0.17 384 | 0.30 509 | 0.19 461 | 0.05 313 | 0.22 241 | 0.12 201 |
|
| HCRNet |  | 8.80 414 | 1.43 254 | 7.74 296 | 14.41 620 | 5.25 509 | 10.85 385 | 2.56 313 | 26.07 468 | 18.04 386 | 15.48 381 | 25.03 430 | 18.63 456 | 9.93 399 | 13.01 405 | 6.76 395 | 0.04 282 | 0.04 160 | 0.10 397 | 0.01 195 | 0.18 225 | 0.38 390 |
|
| DEmStereo |  | 8.85 415 | 1.36 234 | 9.99 428 | 4.24 231 | 1.05 177 | 11.49 398 | 5.91 434 | 13.76 273 | 26.68 489 | 22.03 523 | 32.92 546 | 11.86 331 | 15.27 520 | 11.48 313 | 8.08 437 | 0.16 380 | 0.15 412 | 0.02 268 | 0.09 363 | 0.09 138 | 0.44 409 |
|
| SFCPSM |  | 8.85 415 | 1.40 245 | 11.34 460 | 5.23 329 | 3.47 400 | 16.55 514 | 7.18 491 | 30.71 532 | 25.24 472 | 16.45 407 | 19.45 352 | 11.10 319 | 9.61 393 | 11.88 338 | 5.52 370 | 0.22 410 | 0.17 428 | 0.36 511 | 0.22 444 | 0.29 301 | 0.58 443 |
|
| Selective-IGEV-i1 |  | 8.86 417 | 1.33 226 | 10.58 443 | 5.92 381 | 2.99 376 | 13.65 442 | 10.07 539 | 24.12 445 | 28.99 506 | 14.85 361 | 19.75 358 | 18.80 457 | 6.10 295 | 11.22 304 | 5.69 373 | 0.10 351 | 0.29 506 | 0.92 566 | 1.10 591 | 0.26 279 | 0.51 426 |
|
| GrayStereo |  | 8.86 417 | 1.17 174 | 6.94 256 | 8.09 502 | 2.82 362 | 10.58 377 | 11.40 566 | 17.93 352 | 15.74 352 | 22.43 528 | 30.95 512 | 17.80 441 | 12.44 456 | 11.19 301 | 4.57 334 | 0.02 222 | 0.02 100 | 0.18 453 | 0.79 573 | 0.31 323 | 1.90 554 |
|
| anonymousa |  | 9.03 419 | 1.62 335 | 8.03 313 | 4.19 227 | 5.53 528 | 15.37 479 | 3.81 370 | 18.55 365 | 21.20 420 | 18.28 453 | 30.99 513 | 20.79 477 | 13.42 473 | 10.58 259 | 7.57 415 | 0.00 1 | 0.05 197 | 0.29 498 | 0.18 419 | 0.10 161 | 0.11 191 |
|
| KYRaft |  | 9.04 420 | 1.11 159 | 7.02 260 | 6.50 426 | 0.97 169 | 8.27 345 | 8.19 504 | 22.86 432 | 8.20 235 | 21.30 516 | 31.38 520 | 22.64 497 | 8.20 363 | 11.99 341 | 2.96 251 | 0.02 222 | 0.02 100 | 0.05 321 | 0.68 566 | 0.40 375 | 18.09 669 |
|
| DFGA-Net |  | 9.06 421 | 3.56 520 | 17.96 560 | 5.71 362 | 3.89 419 | 10.76 380 | 3.08 338 | 25.17 454 | 29.50 507 | 16.21 399 | 18.47 341 | 9.49 293 | 6.31 309 | 15.80 476 | 12.54 500 | 0.05 308 | 0.00 1 | 0.06 343 | 0.09 363 | 1.76 546 | 0.83 483 |
|
| rvit_stereo_0075_2 |  | 9.10 422 | 3.87 532 | 19.26 570 | 11.81 597 | 8.82 616 | 5.75 249 | 4.40 388 | 22.77 430 | 17.68 380 | 11.90 295 | 28.34 472 | 16.05 411 | 6.35 311 | 14.30 443 | 7.67 423 | 0.52 504 | 0.34 524 | 0.51 526 | 0.08 349 | 0.38 367 | 1.14 519 |
|
| test_sample4 |  | 9.10 422 | 1.65 345 | 9.91 423 | 5.19 322 | 2.57 342 | 16.59 515 | 5.38 417 | 27.37 484 | 19.80 403 | 17.80 439 | 27.52 463 | 15.01 390 | 11.21 425 | 12.69 387 | 8.15 440 | 0.21 404 | 0.07 263 | 0.06 343 | 0.03 261 | 0.43 384 | 0.30 359 |
|
| BUS |  | 9.20 424 | 1.48 270 | 7.93 303 | 6.74 446 | 3.96 424 | 17.62 529 | 2.79 324 | 33.06 567 | 21.58 425 | 17.99 445 | 21.34 388 | 14.49 381 | 9.40 389 | 14.18 439 | 10.57 482 | 0.19 391 | 0.13 388 | 0.14 431 | 0.04 285 | 0.30 311 | 0.09 162 |
|
| rvit_0105_3 |  | 9.23 425 | 3.67 523 | 17.68 556 | 11.75 595 | 1.89 288 | 9.37 362 | 8.48 510 | 18.68 366 | 30.64 523 | 15.02 366 | 14.72 292 | 17.87 443 | 9.94 400 | 15.66 472 | 6.54 390 | 0.36 460 | 0.43 540 | 0.01 241 | 0.41 531 | 0.50 417 | 1.01 508 |
|
| MyStereo04 |  | 9.24 426 | 1.92 414 | 8.78 354 | 6.09 398 | 4.31 451 | 6.54 301 | 9.96 535 | 32.24 558 | 41.99 605 | 14.26 351 | 11.98 267 | 12.00 337 | 12.01 447 | 13.93 434 | 7.53 412 | 0.06 328 | 0.10 338 | 0.03 288 | 0.04 285 | 0.63 457 | 0.30 359 |
|
| CoDeX |  | 9.24 426 | 1.77 390 | 9.54 401 | 6.08 397 | 3.79 416 | 16.45 511 | 6.76 478 | 26.15 469 | 25.03 470 | 17.18 427 | 25.12 433 | 14.69 386 | 11.68 441 | 12.22 360 | 6.71 394 | 0.30 445 | 0.20 449 | 0.15 438 | 0.02 236 | 0.23 256 | 0.68 461 |
|
| CrosDoStereo |  | 9.24 426 | 1.29 211 | 8.16 320 | 4.56 262 | 1.04 174 | 7.52 331 | 15.00 603 | 15.85 315 | 24.31 462 | 24.27 545 | 33.44 553 | 13.37 364 | 13.82 483 | 12.23 361 | 8.86 455 | 0.01 141 | 0.11 359 | 0.09 377 | 0.04 285 | 0.36 354 | 0.53 430 |
|
| DeepStereo_LL |  | 9.24 426 | 1.29 211 | 8.16 320 | 4.56 262 | 1.04 174 | 7.52 331 | 15.00 603 | 15.85 315 | 24.31 462 | 24.27 545 | 33.44 553 | 13.37 364 | 13.82 483 | 12.23 361 | 8.86 455 | 0.01 141 | 0.11 359 | 0.09 377 | 0.04 285 | 0.36 354 | 0.53 430 |
|
| DRaft |  | 9.27 430 | 1.23 190 | 9.08 377 | 3.62 183 | 0.78 143 | 13.27 435 | 5.89 433 | 16.97 332 | 29.57 509 | 21.15 514 | 38.46 591 | 10.09 303 | 13.98 489 | 11.58 321 | 7.91 429 | 0.43 483 | 0.30 509 | 0.06 343 | 0.26 475 | 0.26 279 | 0.45 413 |
|
| MyStereo05 |  | 9.29 431 | 1.76 384 | 8.95 362 | 6.19 407 | 4.40 459 | 7.09 319 | 9.95 533 | 31.21 538 | 40.82 597 | 17.31 429 | 12.93 278 | 10.33 306 | 12.52 460 | 13.93 434 | 7.05 401 | 0.06 328 | 0.10 338 | 0.02 268 | 0.04 285 | 0.73 479 | 0.29 356 |
|
| MLCV |  | 9.32 432 | 2.22 462 | 12.55 480 | 5.22 327 | 1.32 215 | 13.79 445 | 1.35 146 | 21.14 409 | 23.65 451 | 21.91 522 | 31.37 519 | 17.14 428 | 7.57 346 | 16.00 489 | 10.18 475 | 0.22 410 | 0.01 43 | 0.03 288 | 0.02 236 | 0.40 375 | 0.29 356 |
|
| DispNO |  | 9.33 433 | 1.78 393 | 15.84 534 | 5.73 364 | 5.74 541 | 12.24 415 | 4.81 407 | 25.06 452 | 21.10 417 | 16.70 417 | 20.86 382 | 17.78 440 | 11.76 442 | 16.74 504 | 8.85 454 | 0.22 410 | 0.15 412 | 0.03 288 | 0.12 389 | 0.41 378 | 0.64 456 |
|
| test_sample5 |  | 9.36 434 | 1.61 329 | 9.63 407 | 5.30 332 | 2.52 337 | 15.42 482 | 6.00 441 | 27.25 482 | 19.96 404 | 18.36 459 | 31.81 529 | 15.99 406 | 11.29 427 | 13.21 412 | 7.66 421 | 0.23 419 | 0.08 299 | 0.07 354 | 0.04 285 | 0.48 403 | 0.34 377 |
|
| BEATNet_4x |  | 9.37 435 | 4.85 548 | 12.05 475 | 5.48 345 | 1.35 226 | 13.15 433 | 6.15 449 | 25.06 452 | 16.74 364 | 16.18 398 | 24.65 428 | 17.29 434 | 12.51 459 | 16.91 507 | 10.92 487 | 0.38 464 | 0.18 436 | 0.81 558 | 0.05 313 | 1.95 552 | 0.65 458 |
|
| THIR-Stereo |  | 9.38 436 | 1.78 393 | 8.50 340 | 4.74 271 | 0.71 124 | 15.92 492 | 11.93 573 | 16.39 322 | 21.56 424 | 24.27 545 | 32.07 533 | 14.40 379 | 14.14 493 | 11.49 314 | 8.39 445 | 0.05 308 | 0.25 494 | 0.10 397 | 0.05 313 | 0.33 342 | 0.58 443 |
|
| ff1 |  | 9.41 437 | 1.43 254 | 9.67 411 | 5.70 358 | 3.44 395 | 11.96 408 | 6.35 454 | 18.45 362 | 16.31 359 | 15.83 390 | 31.44 523 | 17.22 430 | 10.87 415 | 16.19 492 | 21.98 577 | 0.00 1 | 0.05 197 | 0.80 553 | 0.08 349 | 0.26 279 | 0.14 226 |
|
| G2L-ROB |  | 9.43 438 | 1.49 276 | 8.01 311 | 5.66 355 | 4.08 434 | 11.74 401 | 7.70 501 | 29.33 511 | 18.14 387 | 19.72 483 | 21.64 396 | 22.32 495 | 11.02 420 | 16.47 499 | 10.74 486 | 0.02 222 | 0.01 43 | 0.00 1 | 0.00 1 | 0.19 229 | 0.33 373 |
|
| GANet-RSSM |  | 9.48 439 | 1.32 223 | 6.45 231 | 6.72 445 | 5.51 527 | 12.78 426 | 6.03 445 | 26.55 473 | 18.96 396 | 14.92 362 | 27.95 466 | 25.41 532 | 14.69 508 | 13.52 426 | 7.60 418 | 0.10 351 | 0.10 338 | 0.16 446 | 0.01 195 | 0.51 421 | 0.39 393 |
|
| UCFNet_RVC |  | 9.48 439 | 2.12 453 | 4.89 131 | 7.03 458 | 3.78 414 | 16.05 494 | 6.37 458 | 28.25 495 | 20.00 406 | 15.93 394 | 23.07 413 | 25.21 529 | 12.79 463 | 12.57 383 | 8.01 433 | 0.07 339 | 0.04 160 | 1.17 579 | 0.23 453 | 1.31 529 | 0.69 463 |
|
| DualNet |  | 9.49 441 | 1.61 329 | 9.63 407 | 5.30 332 | 2.52 337 | 15.42 482 | 6.00 441 | 27.25 482 | 19.96 404 | 19.40 475 | 33.22 549 | 15.99 406 | 11.29 427 | 13.21 412 | 7.66 421 | 0.23 419 | 0.08 299 | 0.07 354 | 0.04 285 | 0.48 403 | 0.34 377 |
|
| CFNet_pseudo |  | 9.58 442 | 1.91 410 | 10.73 448 | 4.53 258 | 2.91 368 | 14.26 455 | 2.75 322 | 26.73 477 | 32.14 540 | 17.10 424 | 23.02 412 | 22.14 492 | 8.74 373 | 12.17 359 | 7.43 407 | 0.20 399 | 0.45 547 | 1.24 588 | 0.24 463 | 2.49 565 | 0.49 424 |
|
| Anonymous3 |  | 9.60 443 | 3.45 517 | 29.83 609 | 9.58 542 | 4.75 478 | 24.51 577 | 10.20 545 | 24.04 443 | 18.77 394 | 10.42 281 | 14.64 291 | 7.97 271 | 8.75 374 | 14.05 438 | 5.80 375 | 2.44 607 | 1.39 611 | 0.08 365 | 0.06 332 | 0.73 479 | 0.48 420 |
|
| ccs_rob |  | 9.61 444 | 1.92 414 | 10.72 447 | 4.55 260 | 2.89 365 | 14.33 457 | 2.86 330 | 26.85 478 | 32.36 543 | 17.05 422 | 22.91 411 | 22.12 491 | 8.70 371 | 12.10 355 | 7.44 408 | 0.19 391 | 0.44 542 | 1.38 590 | 0.25 469 | 2.68 568 | 0.57 441 |
|
| PCWNet_CMD |  | 9.64 445 | 1.77 390 | 10.59 444 | 4.80 277 | 2.90 366 | 16.25 508 | 2.42 304 | 29.37 513 | 34.10 556 | 17.41 430 | 22.04 402 | 19.10 462 | 7.70 349 | 12.05 347 | 6.86 396 | 0.22 410 | 0.45 547 | 0.80 553 | 0.22 444 | 3.11 580 | 0.69 463 |
|
| MSMDNet |  | 9.64 445 | 1.77 390 | 10.63 445 | 4.83 278 | 2.90 366 | 16.35 509 | 2.37 297 | 29.33 511 | 34.29 559 | 17.43 432 | 22.10 404 | 19.05 461 | 7.79 354 | 12.11 357 | 6.87 397 | 0.23 419 | 0.46 549 | 0.67 542 | 0.21 441 | 2.77 571 | 0.60 446 |
|
| DCVSM-stereo |  | 9.70 447 | 1.83 400 | 11.36 461 | 5.81 367 | 3.59 404 | 10.57 376 | 3.00 334 | 18.71 367 | 22.11 433 | 23.79 543 | 19.02 348 | 29.73 558 | 17.68 551 | 13.33 418 | 9.11 460 | 0.21 404 | 1.14 605 | 0.27 486 | 0.06 332 | 0.75 485 | 1.89 553 |
|
| BSDual-CNN |  | 9.70 447 | 1.48 270 | 7.93 303 | 6.74 446 | 3.96 424 | 16.10 498 | 7.13 488 | 33.06 567 | 21.58 425 | 17.99 445 | 21.34 388 | 22.28 493 | 11.53 435 | 14.18 439 | 7.81 424 | 0.19 391 | 0.13 388 | 0.14 431 | 0.04 285 | 0.30 311 | 0.09 162 |
|
| PSMNet-RSSM |  | 9.71 449 | 1.73 366 | 6.09 217 | 7.47 482 | 4.27 445 | 10.06 366 | 6.00 441 | 29.14 507 | 21.74 429 | 15.76 388 | 32.88 545 | 22.63 496 | 13.18 470 | 12.94 400 | 9.12 461 | 0.09 345 | 0.02 100 | 0.07 354 | 0.10 376 | 0.70 471 | 0.24 329 |
|
| IER |  | 9.78 450 | 1.55 299 | 9.97 426 | 4.51 257 | 5.23 507 | 13.78 443 | 5.11 409 | 26.66 475 | 22.79 442 | 19.69 482 | 29.45 488 | 16.42 413 | 18.52 562 | 13.64 431 | 7.57 415 | 0.06 328 | 0.03 139 | 0.18 453 | 0.09 363 | 0.18 225 | 0.23 322 |
|
| test_sample6 |  | 9.79 451 | 1.61 329 | 9.84 420 | 5.35 338 | 2.35 326 | 15.59 486 | 6.60 472 | 28.40 496 | 20.96 414 | 19.40 475 | 33.22 549 | 17.17 429 | 11.58 439 | 13.43 422 | 8.82 453 | 0.26 435 | 0.10 338 | 0.10 397 | 0.06 332 | 0.50 417 | 0.41 400 |
|
| psmg |  | 9.80 452 | 1.48 270 | 7.93 303 | 5.18 319 | 3.96 424 | 15.85 491 | 7.93 503 | 29.11 506 | 21.58 425 | 20.93 505 | 25.06 431 | 22.28 493 | 11.53 435 | 14.18 439 | 7.81 424 | 0.19 391 | 0.13 388 | 0.17 448 | 0.04 285 | 0.36 354 | 0.21 304 |
|
| gwcnet-sp |  | 9.81 453 | 2.82 493 | 13.47 497 | 5.99 388 | 4.27 445 | 16.20 504 | 5.91 434 | 25.55 458 | 24.34 465 | 21.01 507 | 20.69 375 | 15.22 393 | 14.96 512 | 14.50 451 | 9.97 470 | 0.05 308 | 0.15 412 | 0.02 268 | 0.08 349 | 0.49 412 | 0.51 426 |
|
| scenet |  | 9.81 453 | 2.82 493 | 13.47 497 | 5.99 388 | 4.27 445 | 16.20 504 | 5.91 434 | 25.55 458 | 24.34 465 | 21.01 507 | 20.69 375 | 15.22 393 | 14.96 512 | 14.50 451 | 9.97 470 | 0.05 308 | 0.15 412 | 0.02 268 | 0.08 349 | 0.49 412 | 0.51 426 |
|
| ssnet |  | 9.81 453 | 2.82 493 | 13.47 497 | 5.99 388 | 4.27 445 | 16.20 504 | 5.91 434 | 25.55 458 | 24.34 465 | 21.01 507 | 20.69 375 | 15.22 393 | 14.96 512 | 14.50 451 | 9.97 470 | 0.05 308 | 0.15 412 | 0.02 268 | 0.08 349 | 0.49 412 | 0.51 426 |
|
| CCAANet |  | 9.84 456 | 1.49 276 | 9.29 388 | 6.41 421 | 5.05 495 | 12.91 428 | 3.79 368 | 28.06 492 | 22.91 443 | 15.23 377 | 36.91 577 | 18.50 455 | 10.70 410 | 16.74 504 | 8.06 436 | 0.12 362 | 0.00 1 | 0.27 486 | 0.01 195 | 0.20 233 | 0.15 246 |
|
| CFNet-ft |   | 9.87 457 | 2.18 460 | 5.49 178 | 7.45 480 | 5.25 509 | 15.76 488 | 5.98 439 | 21.89 419 | 21.87 430 | 14.96 363 | 30.02 496 | 25.68 533 | 13.68 479 | 12.46 376 | 10.94 489 | 0.08 343 | 0.06 234 | 1.83 595 | 0.22 444 | 1.09 511 | 0.43 406 |
|
| CFNet_RVC |  | 9.87 457 | 2.18 460 | 5.49 178 | 7.45 480 | 5.25 509 | 15.76 488 | 5.98 439 | 21.89 419 | 21.87 430 | 14.96 363 | 30.02 496 | 25.68 533 | 13.68 479 | 12.46 376 | 10.94 489 | 0.08 343 | 0.06 234 | 1.83 595 | 0.22 444 | 1.09 511 | 0.43 406 |
|
| PSMNet-ADL |  | 9.88 459 | 2.01 435 | 6.80 249 | 9.18 529 | 4.26 444 | 15.11 474 | 3.50 354 | 27.12 481 | 24.42 468 | 14.72 357 | 18.96 346 | 25.32 531 | 13.43 474 | 15.76 475 | 14.04 517 | 0.79 546 | 0.78 588 | 0.00 1 | 0.02 236 | 0.26 279 | 1.18 523 |
|
| qqq1 |  | 9.96 460 | 1.37 236 | 13.37 492 | 4.41 250 | 1.30 209 | 14.40 461 | 3.29 344 | 30.25 523 | 29.81 513 | 19.55 477 | 29.37 481 | 18.06 447 | 14.40 500 | 15.42 466 | 3.18 271 | 0.38 464 | 0.21 457 | 0.00 1 | 0.01 195 | 0.29 301 | 0.18 274 |
|
| fff1 |  | 9.96 460 | 1.37 236 | 13.37 492 | 4.41 250 | 1.30 209 | 14.40 461 | 3.29 344 | 30.25 523 | 29.81 513 | 19.55 477 | 29.37 481 | 18.06 447 | 14.40 500 | 15.42 466 | 3.18 271 | 0.38 464 | 0.21 457 | 0.00 1 | 0.01 195 | 0.29 301 | 0.18 274 |
|
| UGAM |  | 10.01 462 | 1.28 207 | 9.19 386 | 6.53 429 | 4.31 451 | 6.72 309 | 10.45 550 | 15.31 298 | 25.98 481 | 20.56 499 | 27.42 462 | 22.70 498 | 11.49 433 | 26.30 597 | 10.64 485 | 0.00 1 | 0.00 1 | 0.46 520 | 0.03 261 | 0.39 370 | 0.43 406 |
|
| UDGNet |  | 10.05 463 | 13.89 631 | 10.00 432 | 9.36 533 | 2.69 351 | 7.82 336 | 1.88 251 | 18.86 372 | 34.64 561 | 17.52 436 | 13.70 283 | 13.40 366 | 7.18 341 | 13.01 405 | 6.30 389 | 5.30 632 | 0.08 299 | 12.57 655 | 2.80 622 | 8.19 632 | 1.71 548 |
|
| Selective-IGEV-i16pc |  | 10.06 464 | 1.72 365 | 15.71 532 | 5.65 352 | 1.66 258 | 36.81 641 | 11.67 569 | 18.83 371 | 26.73 490 | 10.16 278 | 21.57 392 | 15.78 402 | 7.07 337 | 14.19 442 | 8.16 441 | 2.15 598 | 0.94 600 | 0.26 484 | 0.53 554 | 0.77 488 | 0.87 491 |
|
| cf-r |  | 10.06 464 | 1.60 324 | 7.99 309 | 5.82 368 | 5.70 538 | 12.92 429 | 4.78 402 | 24.18 446 | 27.47 496 | 16.91 421 | 31.02 514 | 25.12 528 | 14.05 490 | 11.63 327 | 11.01 492 | 0.03 261 | 0.03 139 | 0.05 321 | 0.03 261 | 0.43 384 | 0.39 393 |
|
| ICVP |  | 10.07 466 | 1.73 366 | 6.11 218 | 9.08 525 | 3.31 390 | 12.25 416 | 6.56 469 | 26.30 471 | 22.52 438 | 16.49 409 | 31.80 528 | 26.94 544 | 12.42 455 | 11.35 309 | 10.92 487 | 1.17 578 | 0.57 571 | 0.17 448 | 0.10 376 | 0.58 446 | 1.07 514 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| G2L-Stereo |  | 10.09 467 | 1.97 422 | 9.53 400 | 7.09 462 | 4.21 441 | 9.10 356 | 8.53 512 | 29.05 505 | 22.51 437 | 19.28 474 | 25.57 439 | 22.70 498 | 10.67 409 | 15.44 470 | 14.88 527 | 0.25 430 | 0.04 160 | 0.08 365 | 0.01 195 | 0.36 354 | 0.42 403 |
|
| hknet |  | 10.13 468 | 1.56 310 | 10.27 438 | 6.74 446 | 3.72 411 | 16.10 498 | 7.13 488 | 33.06 567 | 21.12 418 | 17.99 445 | 21.34 388 | 23.11 501 | 14.95 511 | 16.43 498 | 8.34 444 | 0.14 369 | 0.13 388 | 0.14 431 | 0.04 285 | 0.30 311 | 0.09 162 |
|
| AdaStereo |  | 10.22 469 | 3.63 521 | 9.14 384 | 9.15 527 | 3.24 388 | 15.79 490 | 5.39 422 | 31.94 548 | 25.42 474 | 18.39 460 | 26.47 450 | 19.44 467 | 9.50 391 | 16.60 502 | 8.59 449 | 0.44 485 | 0.05 197 | 0.40 516 | 0.00 1 | 0.57 442 | 0.16 255 |
| 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 |  | 10.25 470 | 1.91 410 | 11.88 469 | 4.98 290 | 4.08 434 | 15.11 474 | 3.57 363 | 28.02 491 | 31.98 539 | 18.21 452 | 25.20 434 | 23.27 504 | 9.38 388 | 13.38 419 | 7.22 403 | 0.23 419 | 0.81 589 | 1.65 594 | 0.22 444 | 3.01 576 | 0.93 498 |
|
| iResNet |  | 10.26 471 | 3.10 508 | 15.72 533 | 7.35 473 | 2.13 307 | 13.86 448 | 7.07 485 | 22.80 431 | 28.01 499 | 20.10 491 | 30.40 502 | 16.79 418 | 11.06 421 | 14.46 450 | 10.29 481 | 0.39 473 | 0.05 197 | 0.00 1 | 0.07 343 | 0.73 479 | 0.73 471 |
|
| RAFT + AFF |  | 10.27 472 | 3.77 526 | 17.13 546 | 10.24 564 | 4.97 487 | 13.08 431 | 11.52 567 | 25.69 461 | 25.80 477 | 14.72 357 | 16.12 311 | 19.16 463 | 11.35 431 | 16.24 496 | 9.04 459 | 0.30 445 | 1.46 613 | 0.66 541 | 0.20 437 | 2.03 558 | 1.94 555 |
|
| ACVNet |  | 10.36 473 | 1.68 358 | 5.49 178 | 6.01 391 | 2.75 358 | 12.78 426 | 3.56 361 | 21.89 419 | 34.81 562 | 14.96 363 | 30.78 508 | 24.72 524 | 13.88 487 | 15.81 477 | 17.20 544 | 0.13 367 | 0.01 43 | 0.06 343 | 0.06 332 | 0.51 421 | 0.15 246 |
|
| G2L-Stereo_test |  | 10.39 474 | 1.61 329 | 7.86 299 | 4.75 274 | 4.34 455 | 11.83 403 | 11.94 574 | 32.49 559 | 22.58 439 | 23.08 537 | 24.40 424 | 21.48 484 | 11.95 446 | 15.64 471 | 13.00 504 | 0.04 282 | 0.06 234 | 0.01 241 | 0.02 236 | 0.32 333 | 0.37 387 |
|
| RT-IGEV |  | 10.44 475 | 1.62 335 | 11.92 470 | 5.95 384 | 2.23 315 | 21.30 556 | 14.50 596 | 29.47 514 | 24.30 461 | 21.51 518 | 20.17 364 | 23.81 513 | 12.18 450 | 13.13 410 | 4.90 349 | 0.10 351 | 0.27 501 | 0.05 321 | 0.37 521 | 0.52 427 | 0.55 435 |
|
| test_sample7 |  | 10.45 476 | 2.24 465 | 9.90 422 | 5.32 334 | 2.01 301 | 14.98 471 | 7.44 496 | 28.75 499 | 23.91 458 | 24.38 550 | 21.03 384 | 24.64 520 | 17.82 554 | 13.58 428 | 9.82 466 | 0.59 514 | 0.87 594 | 0.39 515 | 0.12 389 | 0.66 467 | 0.47 416 |
|
| tta |  | 10.45 476 | 1.37 236 | 13.37 492 | 4.41 250 | 1.30 209 | 14.39 458 | 3.29 344 | 30.25 523 | 29.81 513 | 19.55 477 | 29.37 481 | 18.06 447 | 14.40 500 | 15.42 466 | 12.69 501 | 0.38 464 | 0.21 457 | 0.28 494 | 0.03 261 | 0.29 301 | 0.18 274 |
|
| SMFormer |  | 10.46 478 | 1.37 236 | 13.37 492 | 4.41 250 | 1.30 209 | 14.40 461 | 3.29 344 | 30.25 523 | 29.81 513 | 19.55 477 | 29.37 481 | 18.06 447 | 14.40 500 | 15.42 466 | 12.70 502 | 0.38 464 | 0.21 457 | 0.28 494 | 0.03 261 | 0.33 342 | 0.31 367 |
|
| ToySt |  | 10.51 479 | 2.00 427 | 15.67 531 | 5.33 335 | 0.95 167 | 14.97 470 | 9.51 526 | 24.02 442 | 27.37 494 | 14.61 355 | 24.67 429 | 24.56 518 | 14.70 509 | 16.86 506 | 13.35 509 | 0.06 328 | 0.23 475 | 0.03 288 | 0.09 363 | 0.62 454 | 0.67 460 |
|
| AACVNet |  | 10.58 480 | 2.86 496 | 9.78 419 | 8.95 522 | 3.30 389 | 10.80 383 | 4.78 402 | 22.37 425 | 12.55 300 | 27.50 583 | 29.84 493 | 30.06 564 | 15.99 529 | 19.10 533 | 11.60 497 | 0.40 476 | 0.18 436 | 0.22 473 | 0.03 261 | 0.62 454 | 0.73 471 |
|
| GwcNet-RSSM |  | 10.65 481 | 1.94 418 | 8.57 345 | 6.89 455 | 5.26 512 | 12.26 417 | 5.21 411 | 25.80 464 | 31.50 530 | 16.67 415 | 33.52 555 | 23.70 511 | 13.88 487 | 12.84 393 | 13.67 513 | 0.05 308 | 0.10 338 | 0.14 431 | 0.02 236 | 0.65 463 | 0.39 393 |
|
| CFNet |  | 10.67 482 | 2.33 470 | 8.90 357 | 6.66 440 | 4.09 436 | 16.05 494 | 4.26 387 | 30.44 529 | 31.01 526 | 18.53 462 | 26.48 451 | 23.69 510 | 13.68 479 | 15.27 460 | 10.59 484 | 0.05 308 | 0.02 100 | 0.44 517 | 0.05 313 | 0.73 479 | 0.23 322 |
|
| DDVS |  | 10.70 483 | 3.00 504 | 11.95 471 | 6.84 453 | 3.80 417 | 15.73 487 | 2.83 328 | 23.57 438 | 17.37 374 | 20.98 506 | 29.89 494 | 31.40 574 | 8.70 371 | 19.22 536 | 13.19 507 | 0.74 538 | 1.53 615 | 0.07 354 | 0.21 441 | 0.84 494 | 2.11 561 |
|
| mmx |  | 10.71 484 | 1.43 254 | 9.67 411 | 5.70 358 | 3.44 395 | 11.96 408 | 6.35 454 | 32.18 552 | 28.03 500 | 15.83 390 | 31.44 523 | 17.22 430 | 10.87 415 | 16.19 492 | 21.98 577 | 0.22 410 | 0.06 234 | 0.80 553 | 0.08 349 | 0.48 403 | 0.21 304 |
|
| xxx |   | 10.71 484 | 1.43 254 | 9.67 411 | 5.70 358 | 3.44 395 | 11.96 408 | 6.35 454 | 32.18 552 | 28.03 500 | 15.83 390 | 31.44 523 | 17.22 430 | 10.87 415 | 16.19 492 | 21.98 577 | 0.22 410 | 0.06 234 | 0.80 553 | 0.08 349 | 0.48 403 | 0.21 304 |
|
| NINENet |  | 10.74 486 | 2.29 467 | 10.44 441 | 8.03 501 | 5.09 497 | 17.62 529 | 2.79 324 | 38.69 623 | 33.24 551 | 18.35 458 | 26.31 448 | 14.49 381 | 9.40 389 | 15.88 480 | 10.57 482 | 0.41 478 | 0.21 457 | 0.29 498 | 0.00 1 | 0.42 382 | 0.23 322 |
|
| LMCR-Stereo |   | 10.75 487 | 4.13 537 | 10.67 446 | 13.11 607 | 3.99 429 | 16.68 516 | 5.91 434 | 25.30 455 | 22.69 440 | 22.04 524 | 21.80 397 | 14.67 385 | 14.24 496 | 20.55 563 | 15.86 533 | 1.90 594 | 0.04 160 | 0.00 1 | 0.02 236 | 1.29 526 | 0.18 274 |
|
| DeepPruner_ROB |  | 10.77 488 | 4.56 543 | 13.13 487 | 6.37 417 | 4.28 450 | 10.14 367 | 6.86 479 | 36.42 604 | 19.59 399 | 17.87 441 | 27.37 461 | 23.19 503 | 12.26 451 | 19.09 532 | 10.23 479 | 1.05 571 | 0.48 553 | 0.23 477 | 0.15 409 | 0.89 499 | 1.17 521 |
|
| LL-Strereo |  | 10.79 489 | 3.52 519 | 12.54 479 | 8.77 518 | 5.44 524 | 7.49 328 | 9.26 522 | 35.15 592 | 28.70 505 | 16.47 408 | 15.85 308 | 21.06 481 | 17.42 549 | 21.62 569 | 9.72 465 | 0.21 404 | 0.22 467 | 0.74 547 | 0.08 349 | 0.98 505 | 0.60 446 |
|
| DAS |  | 10.80 490 | 2.03 440 | 13.96 505 | 9.01 523 | 6.23 558 | 14.67 467 | 7.38 494 | 21.59 413 | 32.58 546 | 18.67 465 | 28.13 468 | 19.20 464 | 17.08 544 | 16.54 501 | 7.31 405 | 0.58 510 | 0.01 43 | 0.29 498 | 0.01 195 | 0.47 400 | 0.20 293 |
|
| GMStereo_Zeroshot |   | 10.83 491 | 7.81 591 | 19.95 577 | 9.55 540 | 2.47 336 | 11.83 403 | 1.31 138 | 20.84 404 | 20.52 408 | 22.73 531 | 35.93 570 | 24.76 526 | 5.94 288 | 19.68 540 | 7.04 400 | 0.45 487 | 0.02 100 | 0.25 481 | 0.01 195 | 5.38 614 | 0.19 288 |
|
| HSM-Net_RVC |   | 10.88 492 | 1.23 190 | 5.46 173 | 5.57 348 | 2.63 348 | 20.12 547 | 6.06 447 | 27.67 488 | 28.35 504 | 20.63 501 | 25.51 437 | 34.01 597 | 14.38 499 | 16.18 491 | 9.29 462 | 0.11 356 | 0.07 263 | 0.01 241 | 0.00 1 | 0.13 185 | 0.14 226 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| NOSS_ROB |  | 10.99 493 | 3.81 529 | 6.88 252 | 6.69 442 | 2.30 321 | 16.06 496 | 10.94 555 | 30.06 520 | 32.41 544 | 16.10 397 | 18.72 344 | 22.78 500 | 14.21 495 | 17.52 512 | 8.62 451 | 2.35 602 | 1.84 620 | 3.32 621 | 1.57 605 | 2.06 559 | 1.52 539 |
|
| ac_64 |  | 11.10 494 | 1.49 276 | 9.88 421 | 8.24 508 | 5.45 525 | 19.12 539 | 6.46 463 | 24.10 444 | 14.34 328 | 22.80 533 | 23.87 421 | 33.28 590 | 15.54 524 | 18.87 528 | 17.26 546 | 0.28 441 | 0.12 372 | 0.02 268 | 0.02 236 | 0.26 279 | 0.63 450 |
|
| 1111x |  | 11.32 495 | 1.34 230 | 8.95 362 | 5.20 323 | 1.96 295 | 14.46 464 | 7.75 502 | 35.65 597 | 28.23 503 | 15.66 386 | 26.66 454 | 26.65 538 | 14.76 510 | 15.88 480 | 22.27 582 | 0.24 424 | 0.13 388 | 0.04 310 | 0.06 332 | 0.30 311 | 0.24 329 |
|
| HSM |  | 11.33 496 | 1.80 398 | 7.04 262 | 6.13 404 | 3.99 429 | 16.16 502 | 6.92 482 | 29.69 518 | 19.39 397 | 22.95 534 | 26.05 446 | 41.08 633 | 15.79 527 | 20.25 554 | 8.89 458 | 0.02 222 | 0.03 139 | 0.01 241 | 0.00 1 | 0.15 199 | 0.34 377 |
|
| SepStereo |  | 11.34 497 | 2.03 440 | 13.96 505 | 9.01 523 | 6.23 558 | 14.67 467 | 7.38 494 | 21.59 413 | 32.58 546 | 18.67 465 | 28.13 468 | 19.20 464 | 17.08 544 | 27.36 602 | 7.31 405 | 0.58 510 | 0.01 43 | 0.29 498 | 0.01 195 | 0.47 400 | 0.20 293 |
|
| DMCA-RVC |   | 11.41 498 | 3.32 513 | 11.68 466 | 10.12 559 | 4.81 479 | 11.92 406 | 4.11 378 | 24.67 450 | 23.66 453 | 20.06 490 | 28.51 475 | 26.71 539 | 24.96 601 | 15.95 488 | 14.82 524 | 0.41 478 | 0.34 524 | 0.56 532 | 0.16 412 | 0.72 477 | 0.69 463 |
|
| ITSA-stereo |  | 11.44 499 | 2.03 440 | 10.92 456 | 5.90 379 | 1.78 274 | 12.05 412 | 4.17 382 | 36.77 607 | 49.15 634 | 18.17 450 | 18.53 342 | 21.79 487 | 12.59 461 | 15.74 474 | 14.05 518 | 0.45 487 | 0.39 528 | 0.28 494 | 0.29 489 | 0.98 505 | 2.81 577 |
|
| test_xeample |   | 11.49 500 | 1.24 197 | 7.50 282 | 5.22 327 | 2.18 312 | 17.40 522 | 6.49 465 | 31.14 537 | 22.77 441 | 17.90 443 | 33.09 548 | 18.48 454 | 14.61 506 | 13.51 425 | 37.38 653 | 0.16 380 | 0.13 388 | 0.01 241 | 0.03 261 | 0.23 256 | 0.24 329 |
|
| coex_refinement |  | 11.56 501 | 1.53 291 | 7.45 281 | 8.18 505 | 5.09 497 | 17.10 519 | 7.07 485 | 31.05 536 | 32.20 542 | 18.57 463 | 30.81 510 | 25.84 535 | 12.31 453 | 13.41 421 | 19.47 559 | 0.23 419 | 0.04 160 | 0.02 268 | 0.10 376 | 0.44 387 | 0.37 387 |
|
| RASNet |  | 11.59 502 | 1.71 363 | 10.36 440 | 6.30 413 | 5.66 534 | 15.48 484 | 6.12 448 | 34.50 586 | 20.86 413 | 16.61 413 | 32.51 540 | 22.04 490 | 23.00 585 | 19.44 537 | 16.15 537 | 0.71 530 | 0.03 139 | 0.05 321 | 0.01 195 | 0.15 199 | 0.13 216 |
|
| ACV-stereo |  | 11.65 503 | 5.15 555 | 28.84 602 | 6.80 450 | 3.33 391 | 20.38 548 | 6.59 471 | 21.03 406 | 20.57 409 | 17.67 438 | 20.95 383 | 26.81 541 | 16.69 536 | 20.19 552 | 13.26 508 | 0.72 532 | 1.11 604 | 0.15 438 | 0.09 363 | 0.65 463 | 2.13 562 |
|
| iResNet_ROB |  | 11.71 504 | 1.96 421 | 10.77 449 | 6.01 391 | 3.68 409 | 15.13 476 | 2.34 293 | 31.72 545 | 37.58 581 | 26.16 571 | 32.77 542 | 25.88 536 | 15.34 522 | 16.35 497 | 7.94 430 | 0.19 391 | 0.01 43 | 0.00 1 | 0.00 1 | 0.31 323 | 0.12 201 |
|
| UPFNet |  | 11.72 505 | 1.52 289 | 10.33 439 | 7.38 475 | 7.14 583 | 20.05 546 | 9.62 528 | 28.90 504 | 25.94 480 | 20.02 488 | 29.73 492 | 20.91 478 | 16.34 532 | 18.61 526 | 16.17 538 | 0.26 435 | 0.17 428 | 0.25 481 | 0.03 261 | 0.55 434 | 0.56 440 |
|
| FADNet-RVC-Resample |  | 11.72 505 | 4.35 541 | 30.33 612 | 9.46 538 | 3.90 421 | 14.11 450 | 7.17 490 | 25.78 462 | 23.31 445 | 23.27 539 | 29.52 489 | 19.50 469 | 15.00 516 | 15.38 465 | 8.33 443 | 0.53 505 | 0.50 558 | 0.49 523 | 0.50 550 | 1.38 533 | 1.67 546 |
|
| xxxx |  | 11.74 507 | 1.16 171 | 7.88 300 | 5.61 350 | 1.99 299 | 20.46 549 | 3.12 340 | 33.99 577 | 23.76 457 | 15.53 383 | 30.67 504 | 26.88 543 | 14.50 504 | 12.98 403 | 35.48 644 | 0.19 391 | 0.18 436 | 0.01 241 | 0.02 236 | 0.22 241 | 0.27 346 |
|
| CBMV_ROB |  | 11.77 508 | 2.89 497 | 6.92 255 | 5.20 323 | 2.88 364 | 14.12 451 | 4.79 404 | 26.69 476 | 29.84 517 | 26.17 572 | 31.92 530 | 23.61 509 | 20.74 577 | 20.20 553 | 10.18 475 | 1.78 591 | 1.80 619 | 2.17 603 | 1.26 599 | 1.61 537 | 0.55 435 |
|
| DSFCA |  | 11.85 509 | 2.01 435 | 12.93 485 | 5.40 342 | 6.87 576 | 15.36 478 | 10.45 550 | 30.68 531 | 31.84 532 | 25.99 568 | 23.52 416 | 22.03 489 | 14.05 490 | 20.28 557 | 12.46 499 | 0.57 509 | 0.41 532 | 0.28 494 | 0.38 524 | 1.02 507 | 0.47 416 |
|
| FADNet_RVC |  | 11.94 510 | 5.17 556 | 39.74 630 | 6.44 423 | 3.46 399 | 11.42 397 | 4.17 382 | 29.16 508 | 26.89 491 | 17.97 444 | 25.96 440 | 13.41 367 | 15.67 525 | 15.84 479 | 13.54 512 | 0.90 560 | 0.75 586 | 0.55 530 | 1.20 596 | 3.65 594 | 2.85 578 |
|
| iResNetv2_ROB |  | 12.00 511 | 2.91 499 | 13.46 496 | 5.82 368 | 3.73 412 | 13.15 433 | 6.45 462 | 34.15 579 | 36.02 572 | 25.25 560 | 33.81 559 | 29.79 560 | 14.24 496 | 13.61 430 | 6.10 384 | 0.21 404 | 0.02 100 | 0.12 414 | 0.00 1 | 0.82 492 | 0.25 336 |
|
| hitnet-ft |   | 12.04 512 | 2.11 450 | 6.14 219 | 7.27 470 | 3.90 421 | 25.98 592 | 3.56 361 | 22.56 426 | 23.74 455 | 20.55 497 | 33.81 559 | 31.59 575 | 18.67 565 | 19.47 538 | 17.20 544 | 0.42 482 | 1.36 610 | 0.35 508 | 0.07 343 | 1.11 514 | 0.86 489 |
|
| NLCA_NET_v2_RVC |  | 12.05 513 | 3.43 516 | 16.25 539 | 7.62 488 | 5.58 529 | 14.57 465 | 6.00 441 | 32.98 566 | 27.41 495 | 21.69 520 | 31.40 521 | 25.21 529 | 13.47 475 | 14.96 458 | 15.60 532 | 0.84 554 | 0.33 521 | 0.35 508 | 0.35 514 | 1.29 526 | 1.78 549 |
| 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 |  | 12.16 514 | 1.68 358 | 11.97 472 | 7.70 490 | 6.20 555 | 19.61 543 | 5.52 424 | 25.78 462 | 34.81 562 | 25.62 566 | 30.78 508 | 24.72 524 | 13.20 472 | 15.81 477 | 18.80 555 | 0.13 367 | 0.01 43 | 0.06 343 | 0.06 332 | 0.63 457 | 0.15 246 |
|
| dad |  | 12.24 515 | 10.20 607 | 13.68 502 | 6.64 439 | 1.47 233 | 13.55 441 | 3.58 364 | 17.62 341 | 35.33 567 | 27.15 582 | 32.65 541 | 30.85 568 | 10.86 414 | 14.33 445 | 10.04 473 | 2.95 613 | 0.55 569 | 7.92 645 | 0.91 579 | 3.35 589 | 1.17 521 |
|
| ISRNet |  | 12.26 516 | 2.02 437 | 17.38 547 | 12.71 604 | 6.24 560 | 7.39 326 | 1.62 190 | 29.23 510 | 31.94 538 | 22.65 530 | 35.28 566 | 24.62 519 | 15.27 520 | 15.28 461 | 13.76 515 | 0.78 542 | 1.00 601 | 2.30 606 | 0.52 552 | 0.92 504 | 4.29 602 |
|
| pcwnet_v2 |  | 12.32 517 | 2.00 427 | 17.53 551 | 7.79 495 | 5.69 537 | 17.06 518 | 3.69 367 | 36.52 605 | 46.17 624 | 20.55 497 | 29.39 486 | 16.50 414 | 13.00 469 | 15.70 473 | 9.32 463 | 0.50 499 | 1.00 601 | 0.34 507 | 0.24 463 | 2.00 555 | 1.38 531 |
|
| 222 |  | 12.33 518 | 1.29 211 | 8.09 315 | 6.06 396 | 2.14 308 | 19.51 542 | 2.53 309 | 33.63 573 | 23.55 448 | 21.72 521 | 30.51 503 | 20.11 473 | 16.77 538 | 13.22 414 | 46.51 675 | 0.15 378 | 0.14 405 | 0.01 241 | 0.03 261 | 0.26 279 | 0.26 340 |
|
| ADLNet |  | 12.34 519 | 2.22 462 | 10.14 435 | 8.38 511 | 6.78 573 | 17.56 525 | 9.05 516 | 33.21 570 | 26.28 485 | 27.06 579 | 26.01 442 | 26.80 540 | 13.76 482 | 16.99 508 | 18.74 554 | 0.24 424 | 0.39 528 | 0.23 477 | 0.10 376 | 0.64 461 | 2.16 567 |
|
| CBFPSM |  | 12.42 520 | 2.59 486 | 28.96 605 | 4.74 271 | 3.20 385 | 22.33 562 | 16.31 616 | 21.13 408 | 21.03 416 | 21.04 510 | 27.81 464 | 30.24 565 | 15.99 529 | 14.59 455 | 14.80 523 | 0.04 282 | 0.49 556 | 0.10 397 | 0.16 412 | 0.51 421 | 2.34 571 |
|
| DualNet (step1) |  | 12.44 521 | 4.86 549 | 17.49 548 | 5.97 385 | 2.94 372 | 17.57 526 | 8.30 506 | 28.75 499 | 23.91 458 | 24.38 550 | 21.03 384 | 24.64 520 | 17.82 554 | 13.58 428 | 9.82 466 | 6.44 640 | 0.87 594 | 6.62 634 | 7.44 647 | 3.20 585 | 3.11 585 |
|
| ADLNet2 |  | 12.44 521 | 2.17 457 | 12.84 484 | 9.17 528 | 5.82 544 | 20.00 545 | 10.13 543 | 32.53 561 | 36.22 575 | 18.62 464 | 19.39 351 | 21.96 488 | 17.07 543 | 21.43 568 | 19.42 558 | 0.24 424 | 0.15 412 | 0.06 343 | 0.08 349 | 0.86 496 | 0.57 441 |
|
| AASNet |  | 12.49 523 | 2.46 476 | 10.49 442 | 9.82 549 | 6.86 575 | 17.33 521 | 6.73 475 | 41.09 637 | 37.86 584 | 22.53 529 | 29.11 478 | 16.68 417 | 13.48 477 | 14.54 454 | 17.87 550 | 0.20 399 | 0.02 100 | 0.78 549 | 0.05 313 | 1.18 518 | 0.76 475 |
|
| HBP-ISP |  | 12.52 524 | 7.82 592 | 8.47 338 | 7.57 487 | 4.27 445 | 12.56 420 | 6.42 461 | 28.68 498 | 29.56 508 | 21.11 512 | 35.69 568 | 15.85 403 | 18.42 561 | 20.44 560 | 11.00 491 | 3.03 614 | 2.63 633 | 7.09 643 | 3.97 632 | 3.58 592 | 2.27 569 |
|
| Selective-IGEV-i16pb |  | 12.56 525 | 1.79 397 | 18.70 565 | 6.40 420 | 2.14 308 | 35.66 637 | 11.00 557 | 31.78 546 | 35.44 568 | 14.65 356 | 26.95 456 | 19.68 472 | 11.09 422 | 15.94 485 | 13.10 505 | 2.24 599 | 1.00 601 | 0.49 523 | 0.95 583 | 1.14 517 | 1.06 512 |
|
| CRFU-Net |  | 12.56 525 | 2.89 497 | 11.77 467 | 8.18 505 | 5.80 543 | 24.84 580 | 10.46 554 | 24.56 448 | 13.12 310 | 30.06 601 | 29.37 481 | 29.09 551 | 19.64 570 | 19.96 545 | 18.53 553 | 0.82 551 | 0.48 553 | 0.27 486 | 0.15 409 | 0.53 428 | 0.68 461 |
|
| UNet |  | 12.64 527 | 2.02 437 | 13.36 491 | 6.85 454 | 7.76 597 | 25.31 589 | 4.74 401 | 34.10 578 | 28.19 502 | 20.03 489 | 31.07 515 | 27.02 546 | 17.36 547 | 20.18 551 | 13.87 516 | 0.06 328 | 0.05 197 | 0.27 486 | 0.01 195 | 0.23 256 | 0.39 393 |
|
| delet |  | 12.65 528 | 1.85 403 | 11.36 461 | 7.71 492 | 6.22 557 | 22.52 564 | 10.22 547 | 28.14 494 | 37.67 582 | 19.66 481 | 29.24 480 | 21.00 480 | 15.99 529 | 21.97 570 | 17.77 549 | 0.03 261 | 0.07 263 | 0.19 461 | 0.04 285 | 0.60 449 | 0.75 474 |
|
| HGLStereo |  | 12.72 529 | 2.66 488 | 12.34 476 | 9.93 553 | 7.55 591 | 16.16 502 | 7.45 497 | 31.48 543 | 27.01 492 | 20.01 487 | 35.31 567 | 26.98 545 | 18.90 566 | 17.87 516 | 18.90 556 | 0.33 451 | 0.16 423 | 0.07 354 | 0.05 313 | 0.48 403 | 0.70 467 |
|
| GEStereo_RVC |  | 12.81 530 | 2.49 479 | 13.64 500 | 9.68 545 | 4.97 487 | 18.16 531 | 11.30 563 | 31.26 539 | 47.47 627 | 19.84 484 | 26.97 457 | 19.03 460 | 13.19 471 | 20.14 550 | 14.86 526 | 0.83 553 | 0.51 562 | 0.10 397 | 0.13 394 | 0.54 430 | 0.99 505 |
|
| CSP-Net |  | 12.85 531 | 2.95 501 | 9.64 409 | 5.94 383 | 3.96 424 | 25.85 590 | 9.93 532 | 28.81 503 | 26.00 482 | 29.31 597 | 32.44 539 | 30.00 562 | 15.16 518 | 20.25 554 | 14.30 521 | 0.55 508 | 0.19 443 | 0.03 288 | 0.00 1 | 0.65 463 | 0.98 504 |
|
| SGM-Forest |  | 12.92 532 | 1.87 404 | 6.61 235 | 5.68 356 | 2.05 303 | 23.19 570 | 11.30 563 | 34.24 582 | 30.77 524 | 26.54 574 | 31.99 531 | 29.98 561 | 15.74 526 | 21.17 567 | 13.36 510 | 1.05 571 | 0.33 521 | 0.84 560 | 0.01 195 | 0.71 473 | 0.97 501 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| MMNet |  | 12.97 533 | 2.08 446 | 12.74 482 | 6.98 457 | 6.27 562 | 26.39 597 | 4.73 400 | 23.10 434 | 41.79 602 | 25.48 564 | 32.29 538 | 21.09 482 | 17.79 552 | 19.52 539 | 17.90 551 | 0.19 391 | 0.07 263 | 0.10 397 | 0.00 1 | 0.37 361 | 0.59 445 |
|
| STTStereo |  | 12.97 533 | 4.88 552 | 26.57 598 | 7.54 485 | 5.41 521 | 13.43 437 | 6.49 465 | 30.53 530 | 26.35 487 | 25.14 559 | 31.43 522 | 32.00 578 | 14.12 492 | 16.01 490 | 14.83 525 | 0.29 443 | 0.31 513 | 0.67 542 | 1.08 590 | 1.21 520 | 1.11 515 |
|
| TDLM |  | 12.98 535 | 3.78 527 | 9.77 418 | 10.75 577 | 4.94 485 | 16.10 498 | 14.08 592 | 35.05 590 | 31.87 533 | 22.36 526 | 26.51 453 | 26.09 537 | 14.97 515 | 24.73 589 | 13.11 506 | 1.05 571 | 0.05 197 | 1.21 583 | 0.27 482 | 1.83 548 | 1.00 507 |
|
| AANet_RVC |  | 13.16 536 | 5.34 560 | 10.83 452 | 8.20 507 | 4.44 462 | 14.13 452 | 9.46 525 | 28.78 502 | 37.67 582 | 23.44 541 | 37.47 582 | 23.48 507 | 15.83 528 | 22.39 574 | 16.63 540 | 1.67 588 | 0.86 592 | 0.24 480 | 0.02 236 | 0.63 457 | 1.60 542 |
|
| psm_up |  | 13.18 537 | 1.91 410 | 8.81 355 | 9.59 543 | 5.84 547 | 15.17 477 | 11.37 565 | 38.74 624 | 30.81 525 | 20.66 502 | 30.32 501 | 30.00 562 | 23.12 586 | 19.19 534 | 16.02 534 | 0.58 510 | 0.10 338 | 0.17 448 | 0.01 195 | 0.65 463 | 0.55 435 |
|
| xyz-stereo |  | 13.23 538 | 0.83 69 | 38.70 628 | 2.53 68 | 0.83 152 | 41.19 655 | 4.82 408 | 13.68 267 | 26.28 485 | 22.98 535 | 37.78 584 | 29.35 556 | 18.53 563 | 18.11 521 | 7.85 427 | 0.22 410 | 0.03 139 | 0.64 539 | 0.01 195 | 0.13 185 | 0.06 126 |
|
| ssnet_v2 |  | 13.23 538 | 2.43 473 | 11.25 458 | 7.34 472 | 2.92 371 | 23.05 569 | 12.95 581 | 35.93 600 | 32.92 550 | 21.23 515 | 25.38 435 | 28.81 550 | 15.22 519 | 22.57 575 | 19.81 562 | 0.18 387 | 0.08 299 | 0.19 461 | 0.05 313 | 1.24 523 | 1.06 512 |
|
| CVANet_RVC |  | 13.24 540 | 3.39 515 | 8.43 333 | 8.42 512 | 5.04 494 | 18.52 537 | 11.72 571 | 32.03 550 | 33.85 553 | 23.17 538 | 32.77 542 | 29.78 559 | 16.51 535 | 23.20 579 | 11.28 493 | 0.94 561 | 0.04 160 | 1.19 582 | 0.47 546 | 3.13 581 | 1.01 508 |
|
| FADNet-RVC |  | 13.27 541 | 11.57 622 | 39.71 629 | 7.94 498 | 4.50 468 | 15.41 481 | 6.95 484 | 27.96 489 | 22.98 444 | 20.37 496 | 30.73 507 | 26.86 542 | 11.31 430 | 20.50 562 | 14.28 520 | 0.14 369 | 0.14 405 | 0.13 426 | 0.18 419 | 2.83 572 | 0.86 489 |
|
| DLCB_ROB |  | 13.35 542 | 3.00 504 | 9.12 380 | 9.43 534 | 5.68 535 | 21.80 559 | 10.12 542 | 29.19 509 | 29.92 518 | 27.71 584 | 31.45 527 | 32.37 581 | 19.50 569 | 19.02 530 | 16.73 541 | 0.22 410 | 0.04 160 | 0.38 514 | 0.06 332 | 0.49 412 | 0.85 488 |
|
| StereoDRNet-Refined |  | 13.36 543 | 2.80 491 | 10.82 451 | 7.94 498 | 3.10 381 | 18.95 538 | 4.45 391 | 28.47 497 | 29.65 511 | 29.11 593 | 41.47 609 | 24.44 517 | 17.64 550 | 23.34 580 | 21.66 573 | 0.16 380 | 0.07 263 | 0.53 528 | 0.32 504 | 0.77 488 | 1.64 544 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| SACVNet |  | 13.38 544 | 4.08 535 | 11.41 463 | 11.67 594 | 5.79 542 | 17.28 520 | 9.39 523 | 32.77 563 | 22.29 434 | 28.11 587 | 33.35 551 | 32.48 582 | 21.86 581 | 19.75 541 | 10.28 480 | 1.00 567 | 0.48 553 | 0.85 561 | 0.29 489 | 1.31 529 | 3.08 583 |
|
| iinet-f |  | 13.51 545 | 4.29 538 | 45.90 643 | 6.01 391 | 3.96 424 | 21.00 552 | 13.40 587 | 27.40 486 | 21.12 418 | 21.11 512 | 30.72 506 | 21.49 485 | 16.96 541 | 15.33 462 | 19.50 560 | 0.12 362 | 0.42 536 | 0.09 377 | 0.05 313 | 0.89 499 | 0.39 393 |
|
| rvit_105_1 |  | 13.56 546 | 5.57 563 | 19.88 576 | 13.22 608 | 4.58 473 | 15.04 473 | 28.61 666 | 26.56 474 | 42.75 608 | 18.83 468 | 24.53 426 | 20.93 479 | 13.85 485 | 18.02 520 | 11.90 498 | 1.74 589 | 0.60 573 | 0.25 481 | 2.10 616 | 0.61 451 | 1.64 544 |
|
| CBMV |   | 13.69 547 | 3.63 521 | 8.02 312 | 5.93 382 | 2.69 351 | 22.57 565 | 12.44 578 | 29.81 519 | 31.57 531 | 31.20 607 | 33.79 558 | 31.04 569 | 17.41 548 | 25.28 592 | 14.11 519 | 0.71 530 | 0.60 573 | 0.60 535 | 0.11 386 | 1.11 514 | 1.13 518 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| PS-NSSS |  | 13.70 548 | 7.41 589 | 14.68 521 | 6.70 443 | 5.63 532 | 18.43 535 | 12.59 579 | 38.89 626 | 25.56 475 | 20.27 494 | 35.71 569 | 21.11 483 | 16.35 533 | 17.16 510 | 17.56 547 | 2.28 600 | 0.53 566 | 5.37 627 | 0.36 517 | 4.28 601 | 3.09 584 |
|
| FADNet |  | 14.18 549 | 10.92 616 | 37.56 625 | 7.79 495 | 6.64 567 | 17.48 524 | 6.91 481 | 34.73 588 | 34.03 554 | 18.85 469 | 27.02 458 | 28.26 548 | 14.24 496 | 17.77 515 | 10.09 474 | 0.41 478 | 0.67 580 | 0.37 512 | 0.37 521 | 8.13 630 | 1.34 528 |
|
| fast-acv-ft |  | 14.25 550 | 4.00 534 | 16.20 537 | 7.51 483 | 5.14 504 | 26.38 596 | 9.77 530 | 24.62 449 | 34.84 564 | 25.30 562 | 37.27 580 | 32.09 579 | 20.38 575 | 18.32 522 | 19.50 560 | 0.36 460 | 0.32 516 | 0.63 537 | 0.47 546 | 1.18 518 | 0.76 475 |
|
| DStereoRT |  | 14.31 551 | 2.30 468 | 10.03 434 | 10.45 567 | 5.01 493 | 18.36 532 | 6.38 459 | 27.11 480 | 26.47 488 | 15.77 389 | 24.40 424 | 10.48 308 | 14.62 507 | 17.08 509 | 9.45 464 | 1.32 582 | 0.51 562 | 57.89 686 | 25.93 675 | 0.56 440 | 2.01 558 |
|
| pmcnn |  | 14.59 552 | 3.68 524 | 19.78 575 | 6.83 452 | 4.51 469 | 21.27 555 | 14.67 598 | 27.37 484 | 30.54 521 | 27.09 581 | 40.19 601 | 38.71 619 | 18.53 563 | 17.70 514 | 19.27 557 | 0.84 554 | 0.09 318 | 0.00 1 | 0.00 1 | 0.48 403 | 0.31 367 |
|
| Anonymous_2 |  | 14.95 553 | 6.75 582 | 17.63 553 | 5.45 344 | 7.10 582 | 26.19 593 | 11.58 568 | 18.06 356 | 17.30 372 | 17.61 437 | 15.47 301 | 23.33 505 | 20.95 579 | 20.55 563 | 14.63 522 | 11.05 659 | 12.86 669 | 11.27 653 | 25.12 674 | 11.32 648 | 4.82 610 |
|
| z-ln-s-r |  | 14.97 554 | 6.05 567 | 40.55 632 | 5.39 341 | 5.41 521 | 13.95 449 | 13.34 586 | 21.84 417 | 36.75 578 | 18.86 470 | 43.90 627 | 23.71 512 | 16.41 534 | 22.64 577 | 28.99 628 | 0.02 222 | 0.02 100 | 0.00 1 | 0.00 1 | 1.04 509 | 0.48 420 |
|
| test_sample9 |  | 15.04 555 | 4.86 549 | 17.49 548 | 5.97 385 | 2.94 372 | 17.57 526 | 8.30 506 | 28.75 499 | 23.91 458 | 24.38 550 | 21.03 384 | 24.64 520 | 17.82 554 | 20.07 548 | 20.17 564 | 6.44 640 | 36.07 683 | 6.62 634 | 7.44 647 | 3.20 585 | 3.11 585 |
|
| NVstereo2D |  | 15.15 556 | 2.97 502 | 16.28 540 | 9.23 531 | 7.56 592 | 30.03 613 | 9.53 527 | 42.80 647 | 42.72 607 | 15.11 369 | 27.03 459 | 23.16 502 | 16.93 540 | 24.28 585 | 15.45 530 | 3.07 616 | 0.43 540 | 1.44 591 | 0.61 560 | 6.74 620 | 7.60 638 |
|
| TCMNet |  | 15.19 557 | 6.68 580 | 19.70 573 | 13.83 613 | 12.53 643 | 26.35 595 | 13.66 588 | 29.47 514 | 35.21 565 | 24.71 554 | 31.20 517 | 23.44 506 | 15.13 517 | 18.97 529 | 22.59 585 | 1.13 575 | 0.65 577 | 2.04 599 | 0.97 585 | 3.18 582 | 2.31 570 |
|
| Wz-Net-LNSev-Ref |  | 15.26 558 | 3.68 524 | 27.36 600 | 7.11 465 | 5.83 546 | 24.88 582 | 12.12 576 | 30.19 522 | 36.12 574 | 27.08 580 | 45.98 632 | 29.10 552 | 13.65 478 | 20.45 561 | 20.26 567 | 0.67 527 | 0.00 1 | 0.10 397 | 0.00 1 | 0.32 333 | 0.26 340 |
|
| StereoDRNet |  | 15.30 559 | 4.47 542 | 14.35 517 | 10.71 573 | 8.69 611 | 25.02 585 | 11.03 558 | 39.66 628 | 35.62 570 | 29.17 594 | 28.81 476 | 34.05 598 | 17.80 553 | 18.80 527 | 23.77 591 | 0.41 478 | 0.30 509 | 0.15 438 | 0.14 400 | 1.64 540 | 1.42 533 |
|
| FINET |  | 15.49 560 | 6.08 568 | 24.99 593 | 8.12 503 | 7.69 595 | 21.80 559 | 22.35 646 | 33.76 575 | 48.27 629 | 25.99 568 | 32.27 537 | 19.48 468 | 16.83 539 | 19.07 531 | 16.38 539 | 1.37 583 | 0.70 581 | 0.95 568 | 0.27 482 | 2.61 567 | 0.90 494 |
|
| DRN-Test |  | 15.88 561 | 3.83 530 | 14.70 522 | 9.96 555 | 8.02 604 | 28.93 610 | 14.65 597 | 42.34 642 | 38.25 587 | 28.18 588 | 34.31 563 | 29.22 554 | 18.35 560 | 20.01 546 | 22.68 586 | 0.37 463 | 0.41 532 | 0.46 520 | 0.28 485 | 1.28 525 | 1.34 528 |
|
| YMNet |  | 15.91 562 | 5.68 565 | 21.74 585 | 10.94 580 | 8.77 613 | 25.22 587 | 9.21 519 | 32.22 556 | 31.35 527 | 33.81 625 | 38.84 592 | 34.00 595 | 17.83 557 | 19.95 543 | 21.57 571 | 0.87 557 | 1.30 606 | 1.22 585 | 0.91 579 | 1.64 540 | 1.18 523 |
|
| YMNet_1 |  | 15.91 562 | 5.68 565 | 21.74 585 | 10.94 580 | 8.77 613 | 25.22 587 | 9.21 519 | 32.22 556 | 31.35 527 | 33.81 625 | 38.84 592 | 34.00 595 | 17.83 557 | 19.95 543 | 21.57 571 | 0.87 557 | 1.30 606 | 1.22 585 | 0.91 579 | 1.64 540 | 1.18 523 |
|
| SDNR |  | 16.15 564 | 5.23 558 | 28.92 604 | 5.73 364 | 6.05 554 | 56.85 675 | 3.26 341 | 23.18 435 | 29.73 512 | 20.62 500 | 36.48 573 | 13.59 371 | 16.97 542 | 18.43 523 | 13.44 511 | 10.56 655 | 13.84 671 | 3.10 618 | 0.44 541 | 7.80 626 | 8.81 645 |
|
| PA-Net |  | 16.29 565 | 6.88 584 | 27.34 599 | 9.88 552 | 11.12 632 | 21.77 558 | 28.15 665 | 32.06 551 | 39.49 588 | 19.99 486 | 27.91 465 | 23.50 508 | 20.59 576 | 20.25 554 | 24.04 594 | 0.24 424 | 2.26 629 | 0.22 473 | 4.59 636 | 1.13 516 | 4.48 606 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| DISCO |  | 16.36 566 | 1.88 406 | 16.15 536 | 7.78 494 | 4.19 440 | 26.92 600 | 10.21 546 | 30.31 527 | 44.26 617 | 21.35 517 | 33.91 561 | 35.80 608 | 22.40 583 | 35.65 636 | 33.87 638 | 0.18 387 | 0.08 299 | 0.04 310 | 0.04 285 | 1.71 544 | 0.54 433 |
|
| GwcNet |   | 16.48 567 | 5.23 558 | 20.03 578 | 10.24 564 | 8.48 608 | 28.79 607 | 10.09 540 | 38.60 622 | 44.51 618 | 23.29 540 | 36.95 578 | 31.29 572 | 19.79 573 | 20.42 559 | 25.70 607 | 0.54 506 | 0.72 582 | 0.57 533 | 0.39 527 | 1.37 532 | 2.64 574 |
|
| NaN_ROB |  | 16.51 568 | 6.51 577 | 16.22 538 | 10.53 571 | 4.64 476 | 31.76 623 | 17.78 628 | 37.00 611 | 43.37 612 | 29.68 599 | 31.29 518 | 32.67 587 | 20.32 574 | 28.00 608 | 16.06 535 | 0.38 464 | 0.41 532 | 0.32 504 | 0.41 531 | 0.87 498 | 1.94 555 |
|
| FAT-Stereo |  | 16.81 569 | 2.97 502 | 17.56 552 | 9.80 548 | 6.21 556 | 16.12 501 | 13.23 585 | 38.18 621 | 39.67 591 | 27.00 578 | 39.73 599 | 37.55 615 | 31.30 631 | 20.39 558 | 21.52 570 | 3.44 618 | 2.05 622 | 0.81 558 | 1.10 591 | 1.89 551 | 5.72 615 |
|
| S-Stereo |  | 16.85 570 | 3.95 533 | 20.67 581 | 12.08 600 | 8.91 617 | 21.68 557 | 12.61 580 | 32.20 555 | 44.61 619 | 22.37 527 | 38.42 590 | 29.15 553 | 28.02 615 | 18.58 525 | 22.36 584 | 2.88 612 | 3.11 642 | 0.87 565 | 1.82 610 | 3.58 592 | 9.08 647 |
|
| DANet |  | 16.85 570 | 8.00 593 | 26.04 597 | 14.56 622 | 7.25 585 | 20.59 550 | 5.37 415 | 26.22 470 | 26.02 484 | 32.17 615 | 36.00 571 | 37.20 613 | 29.77 623 | 30.75 616 | 24.62 599 | 1.14 577 | 1.34 608 | 2.21 604 | 0.51 551 | 3.18 582 | 4.07 600 |
| 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 |  | 16.87 572 | 16.27 639 | 17.93 559 | 11.24 588 | 6.69 570 | 28.95 611 | 10.44 549 | 41.23 639 | 21.49 423 | 29.68 599 | 34.27 562 | 32.48 582 | 11.00 419 | 20.05 547 | 15.09 528 | 8.22 647 | 2.59 632 | 12.23 654 | 0.75 571 | 10.40 641 | 6.34 622 |
|
| PSMNet_ROB |  | 16.90 573 | 5.45 561 | 14.16 510 | 13.77 611 | 7.25 585 | 27.65 603 | 32.74 672 | 43.21 650 | 37.88 585 | 24.00 544 | 32.97 547 | 34.55 602 | 16.69 536 | 17.41 511 | 23.96 593 | 0.38 464 | 0.22 467 | 0.93 567 | 2.05 614 | 1.83 548 | 0.96 500 |
|
| GANet |  | 16.92 574 | 4.32 540 | 12.46 478 | 10.84 579 | 4.24 442 | 23.04 568 | 15.36 610 | 39.91 631 | 34.47 560 | 32.42 616 | 45.10 631 | 40.04 628 | 27.54 610 | 23.61 583 | 20.20 566 | 1.02 570 | 0.08 299 | 0.67 542 | 0.22 444 | 1.87 550 | 0.97 501 |
|
| Syn2CoEx |  | 17.03 575 | 10.40 610 | 25.65 596 | 20.35 641 | 8.02 604 | 26.28 594 | 11.27 562 | 37.16 613 | 32.69 548 | 28.89 591 | 40.17 600 | 29.27 555 | 26.63 605 | 19.19 534 | 17.63 548 | 0.98 565 | 0.54 567 | 1.23 587 | 0.23 453 | 1.82 547 | 2.24 568 |
|
| test_sample8 |  | 17.19 576 | 4.86 549 | 17.49 548 | 5.97 385 | 2.94 372 | 17.57 526 | 8.30 506 | 31.87 547 | 18.55 391 | 33.54 622 | 26.00 441 | 40.64 631 | 32.90 636 | 20.07 548 | 20.17 564 | 6.44 640 | 36.07 683 | 6.62 634 | 7.44 647 | 3.20 585 | 3.11 585 |
|
| NCCL2 |  | 17.23 577 | 6.37 576 | 14.30 516 | 23.45 654 | 7.18 584 | 24.16 574 | 17.05 623 | 34.39 584 | 25.88 478 | 31.55 609 | 38.01 586 | 42.09 638 | 26.81 606 | 20.94 566 | 22.69 587 | 0.45 487 | 0.23 475 | 2.63 611 | 1.80 609 | 2.02 557 | 2.57 572 |
|
| GASNet |  | 17.30 578 | 19.38 647 | 30.46 613 | 20.66 643 | 9.36 621 | 16.06 496 | 9.06 517 | 43.89 654 | 40.04 594 | 25.35 563 | 23.73 417 | 32.90 588 | 15.37 523 | 28.91 610 | 17.05 542 | 3.04 615 | 0.27 501 | 1.88 597 | 0.45 544 | 6.73 619 | 1.37 530 |
|
| ADCRef |  | 17.30 578 | 6.73 581 | 42.01 638 | 10.11 558 | 8.78 615 | 26.61 598 | 10.45 550 | 31.29 541 | 32.75 549 | 31.19 606 | 41.62 612 | 18.47 453 | 19.78 572 | 24.29 586 | 34.06 640 | 0.76 539 | 0.42 536 | 2.16 602 | 1.79 608 | 1.23 522 | 1.56 541 |
|
| XPNet_ROB |  | 17.33 580 | 4.84 547 | 15.44 527 | 11.15 585 | 6.64 567 | 20.88 551 | 16.10 613 | 36.26 603 | 39.54 589 | 31.80 613 | 41.32 607 | 41.30 635 | 23.91 590 | 24.67 587 | 27.40 615 | 1.07 574 | 0.74 584 | 0.79 551 | 0.25 469 | 1.10 513 | 1.31 527 |
|
| w-ln-seven-2 |  | 17.58 581 | 7.62 590 | 41.78 636 | 11.29 590 | 6.55 566 | 23.49 571 | 14.08 592 | 29.64 517 | 39.85 593 | 28.44 590 | 42.38 615 | 30.45 566 | 27.66 612 | 22.16 572 | 22.15 580 | 0.44 485 | 0.49 556 | 0.65 540 | 0.17 417 | 1.58 536 | 0.81 480 |
|
| RP |  | 17.58 581 | 4.92 553 | 15.27 526 | 15.44 628 | 11.95 640 | 21.05 553 | 11.75 572 | 27.64 487 | 45.09 622 | 22.99 536 | 42.05 614 | 39.39 624 | 27.74 613 | 25.54 593 | 22.33 583 | 5.45 633 | 0.59 572 | 4.33 623 | 1.62 607 | 3.53 591 | 2.86 580 |
|
| SuperB |  | 17.60 583 | 6.22 575 | 56.40 665 | 7.91 497 | 5.07 496 | 19.70 544 | 9.03 515 | 24.87 451 | 50.15 641 | 26.25 573 | 39.13 594 | 17.61 438 | 20.84 578 | 22.28 573 | 25.31 603 | 0.70 528 | 0.31 513 | 1.10 577 | 0.71 568 | 16.58 661 | 1.86 550 |
|
| ETE_ROB |  | 17.67 584 | 9.48 601 | 17.66 554 | 13.60 609 | 4.57 472 | 23.03 567 | 21.09 641 | 32.49 559 | 35.24 566 | 30.49 603 | 38.06 587 | 46.18 651 | 24.49 593 | 26.40 598 | 24.21 596 | 0.46 492 | 0.24 486 | 1.14 578 | 0.84 574 | 1.52 535 | 2.13 562 |
|
| APVNet |  | 17.75 585 | 5.46 562 | 20.35 580 | 12.31 602 | 8.40 607 | 30.16 615 | 24.10 655 | 41.14 638 | 30.12 519 | 25.08 558 | 41.09 605 | 31.24 570 | 23.12 586 | 27.07 601 | 27.86 621 | 0.34 455 | 0.56 570 | 3.02 616 | 0.52 552 | 1.68 543 | 1.45 535 |
|
| PWCDC_ROB |   | 17.80 586 | 9.62 602 | 18.38 563 | 17.95 635 | 7.74 596 | 24.61 579 | 5.56 427 | 34.41 585 | 52.79 646 | 29.66 598 | 50.20 647 | 20.63 476 | 19.69 571 | 29.85 615 | 20.87 568 | 6.18 637 | 0.26 497 | 0.10 397 | 0.05 313 | 5.36 613 | 2.00 557 |
|
| MDST_ROB |  | 17.92 587 | 1.60 324 | 13.68 502 | 13.88 615 | 6.44 564 | 43.05 657 | 14.86 600 | 42.74 646 | 41.66 600 | 43.25 651 | 42.85 619 | 28.43 549 | 17.28 546 | 29.35 612 | 16.06 535 | 0.88 559 | 0.11 359 | 0.63 537 | 0.47 546 | 0.50 417 | 0.64 456 |
|
| Nwc_Net |  | 17.98 588 | 4.67 545 | 17.79 558 | 14.26 618 | 11.65 638 | 25.14 586 | 14.88 601 | 40.85 635 | 39.83 592 | 21.07 511 | 43.24 621 | 34.50 601 | 27.64 611 | 26.44 600 | 25.03 600 | 3.22 617 | 0.18 436 | 2.52 610 | 3.18 623 | 1.98 553 | 1.51 538 |
|
| ADCP+ |  | 18.16 589 | 4.61 544 | 32.94 616 | 9.31 532 | 10.23 626 | 28.87 608 | 11.69 570 | 33.43 571 | 36.49 576 | 29.28 596 | 40.49 602 | 24.18 516 | 24.61 596 | 33.89 625 | 35.33 642 | 0.25 430 | 0.40 531 | 2.00 598 | 1.17 595 | 2.16 560 | 1.87 552 |
|
| Wz-Net-LNSev |  | 18.19 590 | 10.57 612 | 41.33 634 | 10.19 561 | 7.94 602 | 24.29 575 | 15.28 608 | 34.15 579 | 43.38 613 | 32.90 619 | 43.72 625 | 31.94 577 | 22.21 582 | 20.81 565 | 22.26 581 | 0.47 493 | 0.22 467 | 0.00 1 | 0.02 236 | 1.22 521 | 0.94 499 |
|
| PWC_ROB |   | 18.37 591 | 10.55 611 | 25.19 594 | 10.21 562 | 6.29 563 | 23.75 572 | 4.79 404 | 35.93 600 | 48.75 633 | 32.56 617 | 44.46 630 | 34.68 603 | 24.78 598 | 30.99 617 | 25.72 608 | 1.38 585 | 0.08 299 | 1.57 592 | 0.26 475 | 2.18 561 | 3.17 590 |
|
| AF-Net |  | 18.38 592 | 5.60 564 | 14.21 512 | 15.95 629 | 10.78 629 | 22.26 561 | 10.45 550 | 35.39 594 | 50.22 642 | 24.71 554 | 37.77 583 | 41.55 636 | 29.24 621 | 29.11 611 | 26.67 609 | 4.35 628 | 0.06 234 | 4.56 625 | 0.90 576 | 2.42 562 | 1.38 531 |
|
| stereogan |  | 18.62 593 | 3.07 506 | 16.31 541 | 13.04 606 | 9.99 624 | 35.74 638 | 9.09 518 | 38.17 620 | 45.27 623 | 24.39 553 | 41.24 606 | 39.93 626 | 25.46 602 | 31.29 619 | 24.33 598 | 1.80 592 | 0.91 598 | 2.71 613 | 0.75 571 | 5.15 611 | 3.70 591 |
|
| edge stereo |  | 18.75 594 | 5.12 554 | 17.66 554 | 10.77 578 | 7.84 600 | 22.41 563 | 11.03 558 | 35.23 593 | 42.07 606 | 34.62 627 | 42.74 617 | 41.28 634 | 35.50 642 | 25.14 591 | 24.17 595 | 2.42 606 | 2.42 631 | 6.35 633 | 1.45 603 | 2.89 575 | 3.80 592 |
|
| RYNet |  | 18.92 595 | 4.69 546 | 16.88 545 | 10.99 582 | 15.84 653 | 46.72 660 | 16.57 619 | 37.84 617 | 48.03 628 | 26.92 576 | 26.48 451 | 37.84 618 | 24.92 600 | 19.80 542 | 31.04 634 | 0.25 430 | 0.25 494 | 0.62 536 | 0.03 261 | 6.34 618 | 6.39 623 |
|
| Wz-Net-MNSev |  | 18.98 596 | 6.53 578 | 33.16 618 | 10.15 560 | 7.26 587 | 38.37 648 | 16.45 617 | 34.19 581 | 43.20 611 | 30.65 604 | 40.76 603 | 40.51 630 | 19.24 568 | 27.56 603 | 28.06 626 | 0.81 550 | 0.26 497 | 0.05 321 | 0.10 376 | 1.45 534 | 0.84 485 |
|
| LALA_ROB |  | 19.19 597 | 7.15 587 | 15.93 535 | 12.96 605 | 5.30 516 | 28.30 606 | 23.21 653 | 42.51 643 | 36.69 577 | 33.45 621 | 40.81 604 | 50.96 663 | 24.53 594 | 27.92 605 | 25.66 606 | 0.60 515 | 0.44 542 | 2.04 599 | 1.22 597 | 2.54 566 | 1.47 536 |
|
| aanetorigin |  | 19.21 598 | 12.59 624 | 53.50 652 | 9.67 544 | 7.83 599 | 11.85 405 | 13.87 590 | 17.05 334 | 34.15 557 | 49.18 661 | 48.89 643 | 34.05 598 | 30.22 625 | 22.86 578 | 28.00 625 | 1.01 569 | 0.75 586 | 0.67 542 | 0.89 575 | 3.07 578 | 4.14 601 |
|
| SGM_RVC |   | 19.52 599 | 2.12 453 | 6.79 248 | 6.59 433 | 1.33 220 | 38.20 647 | 15.74 611 | 38.13 619 | 34.07 555 | 45.71 656 | 41.91 613 | 51.41 664 | 38.10 649 | 38.77 652 | 27.80 620 | 0.61 519 | 0.36 526 | 0.51 526 | 0.33 509 | 1.03 508 | 0.90 494 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| RTSC |  | 19.64 600 | 9.36 598 | 31.06 614 | 10.99 582 | 6.24 560 | 28.10 605 | 10.14 544 | 37.50 616 | 58.34 669 | 31.74 611 | 36.70 575 | 32.50 584 | 21.03 580 | 36.00 641 | 37.24 652 | 1.23 580 | 0.44 542 | 0.12 414 | 0.31 501 | 1.98 553 | 1.69 547 |
|
| NCC-stereo |  | 19.75 601 | 6.08 568 | 23.96 589 | 15.05 624 | 16.17 654 | 18.42 533 | 21.45 642 | 43.31 652 | 41.00 598 | 24.30 548 | 38.12 588 | 34.98 604 | 26.92 607 | 35.46 633 | 25.65 604 | 4.29 626 | 2.07 624 | 3.24 619 | 8.90 657 | 2.86 573 | 2.86 580 |
|
| Abc-Net |  | 19.75 601 | 6.08 568 | 23.96 589 | 15.05 624 | 16.17 654 | 18.42 533 | 21.45 642 | 43.31 652 | 41.00 598 | 24.30 548 | 38.12 588 | 34.98 604 | 26.92 607 | 35.46 633 | 25.65 604 | 4.29 626 | 2.07 624 | 3.24 619 | 8.90 657 | 2.86 573 | 2.86 580 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| DGSMNet |  | 19.79 603 | 12.06 623 | 33.43 619 | 13.79 612 | 16.23 656 | 22.97 566 | 15.88 612 | 35.41 595 | 41.96 604 | 19.90 485 | 32.16 536 | 35.60 607 | 18.14 559 | 29.48 614 | 23.10 588 | 3.85 622 | 3.89 653 | 6.16 632 | 4.75 637 | 13.56 652 | 13.44 660 |
|
| RGC |  | 19.90 604 | 13.26 627 | 20.24 579 | 18.19 636 | 14.06 649 | 21.21 554 | 14.33 594 | 34.97 589 | 43.60 615 | 27.73 585 | 41.49 610 | 39.76 625 | 27.98 614 | 34.52 628 | 21.37 569 | 3.66 621 | 0.54 567 | 8.67 646 | 4.16 634 | 4.19 599 | 4.02 598 |
|
| DeepPrunerF |  | 19.92 605 | 11.02 619 | 44.29 639 | 20.74 644 | 17.75 658 | 19.19 540 | 22.57 647 | 36.86 610 | 49.93 637 | 25.48 564 | 36.62 574 | 24.69 523 | 23.97 591 | 23.44 581 | 21.79 574 | 2.68 610 | 1.63 617 | 5.70 629 | 3.95 631 | 3.38 590 | 2.67 575 |
|
| WCMA_ROB |  | 20.02 606 | 4.30 539 | 19.72 574 | 9.47 539 | 7.00 580 | 32.71 629 | 13.99 591 | 31.97 549 | 32.48 545 | 41.51 646 | 52.00 652 | 44.09 642 | 36.14 644 | 32.43 621 | 24.29 597 | 6.19 638 | 2.79 638 | 1.09 576 | 1.10 591 | 3.95 596 | 3.13 588 |
|
| MSAF-DinoV2 |  | 20.61 607 | 7.35 588 | 24.41 591 | 11.43 593 | 4.88 482 | 30.12 614 | 16.70 620 | 39.67 629 | 54.27 650 | 22.75 532 | 32.01 532 | 48.05 657 | 30.44 627 | 37.52 646 | 40.45 660 | 0.72 532 | 0.50 558 | 0.44 517 | 1.23 598 | 4.64 603 | 4.54 607 |
|
| psmorigin |  | 20.95 608 | 10.24 609 | 35.84 621 | 9.75 546 | 7.05 581 | 24.59 578 | 10.11 541 | 32.85 565 | 32.17 541 | 43.09 649 | 54.57 662 | 42.79 639 | 36.62 645 | 35.99 640 | 27.41 616 | 1.58 587 | 2.72 636 | 0.79 551 | 1.05 588 | 3.26 588 | 6.50 624 |
|
| SANet |  | 20.96 609 | 6.60 579 | 29.81 608 | 8.83 519 | 3.19 384 | 31.27 622 | 20.56 639 | 41.86 641 | 56.09 661 | 39.30 641 | 43.62 623 | 44.95 644 | 31.93 633 | 27.83 604 | 23.67 590 | 0.94 561 | 0.52 565 | 0.99 570 | 0.42 534 | 4.72 605 | 2.03 559 |
|
| FBW_ROB |  | 21.00 610 | 10.23 608 | 22.72 587 | 13.71 610 | 6.77 572 | 30.49 620 | 16.46 618 | 44.58 655 | 43.57 614 | 44.25 654 | 39.59 597 | 43.27 641 | 26.12 604 | 33.96 626 | 21.80 575 | 2.58 609 | 1.84 620 | 7.14 644 | 2.78 621 | 4.00 597 | 4.06 599 |
|
| w-ln-seven |  | 21.04 611 | 9.30 596 | 55.15 663 | 11.32 591 | 9.98 623 | 30.27 616 | 18.05 630 | 37.06 612 | 55.12 657 | 36.70 633 | 43.26 622 | 33.73 594 | 22.90 584 | 22.63 576 | 29.52 629 | 0.39 473 | 0.18 436 | 0.85 561 | 0.16 412 | 2.75 570 | 1.47 536 |
|
| z-mn7 |  | 21.05 612 | 9.91 604 | 45.96 644 | 11.27 589 | 5.23 507 | 33.41 631 | 15.27 607 | 35.65 597 | 57.07 665 | 26.62 575 | 53.08 654 | 32.21 580 | 24.80 599 | 35.65 636 | 30.93 633 | 0.49 496 | 0.25 494 | 0.55 530 | 0.11 386 | 1.62 538 | 0.90 494 |
|
| SQANet |  | 21.24 613 | 24.08 657 | 19.60 572 | 26.40 659 | 18.74 660 | 30.87 621 | 9.24 521 | 32.70 562 | 29.58 510 | 25.25 560 | 33.37 552 | 33.47 592 | 19.19 567 | 28.11 609 | 18.32 552 | 10.87 656 | 2.92 640 | 26.49 671 | 5.65 642 | 18.43 665 | 11.48 655 |
|
| G-Net |  | 21.25 614 | 8.24 594 | 37.97 627 | 15.14 627 | 9.26 620 | 50.87 666 | 16.80 622 | 27.96 489 | 30.54 521 | 38.92 638 | 42.93 620 | 33.27 589 | 32.17 634 | 27.99 607 | 25.25 602 | 4.40 629 | 3.83 650 | 3.60 622 | 0.97 585 | 7.91 629 | 6.95 630 |
|
| SHD |  | 21.32 615 | 10.03 605 | 30.16 611 | 14.30 619 | 8.68 610 | 24.15 573 | 8.93 513 | 40.82 634 | 61.17 674 | 35.79 630 | 44.15 628 | 38.73 620 | 30.20 624 | 33.88 624 | 31.09 635 | 2.00 595 | 0.81 589 | 1.17 579 | 1.55 604 | 4.08 598 | 4.78 609 |
|
| MultiAttention |  | 21.34 616 | 1.48 270 | 14.65 520 | 12.08 600 | 4.10 437 | 63.05 684 | 95.71 713 | 42.52 644 | 41.89 603 | 15.33 379 | 30.20 500 | 28.14 547 | 7.73 351 | 44.07 663 | 13.67 513 | 0.84 554 | 0.27 501 | 1.06 572 | 1.58 606 | 4.47 602 | 3.88 596 |
|
| CSAN |  | 21.34 616 | 9.45 600 | 23.34 588 | 20.99 646 | 4.95 486 | 32.57 627 | 34.26 673 | 38.83 625 | 49.95 639 | 36.97 635 | 39.72 598 | 44.97 645 | 31.73 632 | 26.05 595 | 23.94 592 | 1.52 586 | 0.47 551 | 0.85 561 | 1.43 602 | 2.73 569 | 2.14 565 |
|
| UDG |  | 21.45 618 | 14.84 633 | 14.44 518 | 21.30 649 | 20.08 662 | 32.05 626 | 13.76 589 | 35.98 602 | 35.52 569 | 25.93 567 | 30.69 505 | 37.26 614 | 30.66 628 | 21.97 570 | 19.89 563 | 10.88 657 | 5.55 658 | 22.78 666 | 7.65 650 | 14.83 657 | 13.05 659 |
|
| ADCL |  | 21.64 619 | 6.20 572 | 47.32 646 | 9.93 553 | 6.91 579 | 38.69 651 | 19.97 637 | 31.26 539 | 54.04 648 | 27.89 586 | 47.97 640 | 31.35 573 | 30.66 628 | 33.18 623 | 36.62 647 | 0.99 566 | 0.92 599 | 2.63 611 | 1.82 610 | 2.45 563 | 2.13 562 |
|
| ADCPNet |  | 21.93 620 | 9.38 599 | 57.92 667 | 11.76 596 | 6.88 577 | 36.03 639 | 18.44 632 | 32.80 564 | 35.93 571 | 32.91 620 | 43.80 626 | 39.21 623 | 26.99 609 | 31.14 618 | 36.94 649 | 2.05 596 | 2.67 635 | 2.30 606 | 3.45 627 | 4.22 600 | 3.82 593 |
|
| zh-mn7 |  | 21.99 621 | 13.21 626 | 53.55 655 | 10.73 575 | 5.68 535 | 27.38 602 | 14.94 602 | 34.53 587 | 56.55 663 | 40.02 642 | 57.13 666 | 31.28 571 | 23.73 589 | 35.83 638 | 30.28 631 | 0.95 563 | 0.44 542 | 0.22 473 | 0.19 432 | 1.26 524 | 1.86 550 |
|
| CC-Net-ROB |  | 22.04 622 | 22.91 654 | 28.86 603 | 14.05 616 | 8.73 612 | 33.79 632 | 15.26 606 | 46.84 659 | 36.06 573 | 33.72 623 | 32.10 534 | 35.47 606 | 24.02 592 | 23.57 582 | 27.88 622 | 8.95 650 | 2.95 641 | 24.94 668 | 3.68 628 | 12.41 650 | 4.62 608 |
|
| MeshStereo |   | 22.27 623 | 6.87 583 | 11.15 457 | 7.69 489 | 4.87 481 | 37.70 645 | 13.06 583 | 41.64 640 | 36.95 579 | 50.92 664 | 53.41 657 | 58.12 669 | 41.93 661 | 37.73 648 | 27.62 619 | 2.52 608 | 2.37 630 | 2.99 615 | 2.07 615 | 3.09 579 | 2.60 573 |
| 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 |  | 22.66 624 | 19.69 649 | 14.64 519 | 24.11 655 | 22.38 666 | 24.84 580 | 17.71 627 | 30.36 528 | 30.32 520 | 29.02 592 | 37.31 581 | 37.63 616 | 24.66 597 | 24.67 587 | 17.08 543 | 18.42 666 | 7.92 666 | 26.43 670 | 11.81 665 | 17.23 662 | 16.95 666 |
|
| Wz-Net-SNSev |  | 22.67 625 | 16.94 641 | 45.69 642 | 13.85 614 | 8.52 609 | 28.89 609 | 27.06 662 | 39.39 627 | 55.04 655 | 31.77 612 | 53.23 655 | 39.18 622 | 23.41 588 | 26.40 598 | 36.25 645 | 0.78 542 | 0.21 457 | 1.21 583 | 0.90 576 | 3.03 577 | 1.62 543 |
|
| ADCMid |  | 22.76 626 | 10.75 614 | 41.73 635 | 11.23 587 | 7.97 603 | 27.26 601 | 19.18 636 | 35.44 596 | 38.02 586 | 40.23 643 | 46.38 635 | 36.56 611 | 42.70 662 | 38.20 650 | 40.75 661 | 1.77 590 | 1.43 612 | 3.05 617 | 3.81 630 | 4.96 607 | 3.82 593 |
|
| MSMD_ROB |  | 22.90 627 | 9.64 603 | 14.76 523 | 17.46 634 | 9.88 622 | 34.94 634 | 18.83 633 | 33.67 574 | 37.47 580 | 40.97 645 | 59.80 670 | 45.93 649 | 38.34 651 | 31.74 620 | 23.24 589 | 6.22 639 | 3.58 647 | 8.78 647 | 11.03 663 | 6.76 621 | 5.06 613 |
|
| LE_ROB |  | 22.93 628 | 3.07 506 | 14.02 507 | 7.70 490 | 2.86 363 | 31.99 625 | 17.35 625 | 28.10 493 | 67.19 686 | 70.51 688 | 55.61 665 | 49.07 658 | 47.62 668 | 24.76 590 | 36.49 646 | 0.35 458 | 0.20 449 | 0.27 486 | 0.55 556 | 0.48 403 | 0.44 409 |
|
| zh-sn7 |  | 23.03 629 | 15.48 635 | 50.25 648 | 14.08 617 | 7.77 598 | 26.71 599 | 23.32 654 | 36.59 606 | 48.43 631 | 33.80 624 | 51.71 650 | 33.34 591 | 33.77 638 | 39.91 656 | 37.07 650 | 0.60 515 | 0.86 592 | 0.54 529 | 0.35 514 | 3.18 582 | 2.85 578 |
|
| DStereoO |  | 23.30 630 | 15.58 636 | 13.92 504 | 14.76 623 | 8.35 606 | 16.44 510 | 16.19 615 | 33.98 576 | 39.60 590 | 30.48 602 | 28.08 467 | 31.65 576 | 32.30 635 | 41.39 659 | 27.39 614 | 48.20 685 | 3.83 650 | 28.72 672 | 3.33 626 | 25.98 672 | 5.78 616 |
|
| AnyNet_C32 |  | 23.37 631 | 13.28 628 | 40.29 631 | 12.36 603 | 11.44 635 | 30.39 617 | 29.15 667 | 31.36 542 | 44.90 621 | 35.36 628 | 48.86 641 | 33.61 593 | 34.20 639 | 43.15 662 | 41.62 667 | 1.27 581 | 1.35 609 | 1.18 581 | 2.58 619 | 4.77 606 | 6.27 621 |
|
| SGM-ForestM |  | 23.72 632 | 2.44 474 | 9.13 382 | 7.43 478 | 2.25 318 | 44.80 659 | 19.11 635 | 44.90 656 | 49.97 640 | 50.74 663 | 51.18 648 | 62.06 677 | 45.83 666 | 44.96 664 | 33.88 639 | 1.00 567 | 0.84 591 | 0.78 549 | 0.62 561 | 1.29 526 | 1.11 515 |
|
| MFN_U_SF_DS_RVC |  | 23.92 633 | 13.60 629 | 30.09 610 | 25.46 657 | 10.02 625 | 38.51 649 | 20.40 638 | 35.77 599 | 43.76 616 | 42.15 647 | 47.10 639 | 39.99 627 | 28.20 617 | 35.96 639 | 27.06 612 | 3.64 620 | 3.85 652 | 6.66 637 | 16.30 671 | 4.97 608 | 4.98 612 |
|
| ccnet |  | 24.02 634 | 16.16 638 | 21.70 584 | 11.83 598 | 17.75 658 | 37.87 646 | 16.18 614 | 45.46 658 | 31.93 537 | 36.99 636 | 46.46 638 | 38.76 621 | 29.52 622 | 37.55 647 | 40.93 664 | 9.20 651 | 6.29 660 | 9.63 649 | 7.71 652 | 11.19 645 | 7.21 635 |
|
| PSMNet-RUCA |  | 24.03 635 | 26.83 660 | 40.96 633 | 35.46 667 | 34.27 673 | 16.24 507 | 9.79 531 | 39.82 630 | 31.45 529 | 31.49 608 | 41.54 611 | 36.82 612 | 26.02 603 | 27.92 605 | 15.09 528 | 11.51 661 | 2.06 623 | 20.58 663 | 8.10 655 | 15.83 659 | 8.74 644 |
|
| XQC |  | 24.10 636 | 16.76 640 | 50.68 649 | 21.37 650 | 11.01 631 | 35.24 636 | 18.84 634 | 37.28 615 | 55.11 656 | 31.64 610 | 30.06 499 | 37.71 617 | 30.31 626 | 37.17 644 | 39.66 657 | 4.20 625 | 0.41 532 | 2.76 614 | 1.89 612 | 11.46 649 | 8.42 643 |
|
| FC-DCNN |   | 24.37 637 | 10.99 618 | 19.02 567 | 18.44 637 | 9.16 618 | 36.98 642 | 23.07 651 | 40.44 632 | 43.05 610 | 46.25 658 | 53.58 659 | 50.44 660 | 37.86 648 | 35.45 632 | 27.57 618 | 6.87 644 | 3.37 643 | 6.01 630 | 4.88 638 | 7.86 628 | 6.05 618 |
|
| DPSNet |  | 24.40 638 | 6.97 586 | 33.14 617 | 11.16 586 | 6.54 565 | 53.33 669 | 43.32 681 | 51.28 671 | 59.37 672 | 30.89 605 | 39.36 595 | 40.35 629 | 34.30 640 | 32.57 622 | 25.09 601 | 4.65 631 | 1.62 616 | 0.37 512 | 0.66 564 | 8.51 634 | 4.44 605 |
|
| FC-DCNN v2 |   | 24.44 639 | 10.97 617 | 18.53 564 | 18.49 638 | 9.18 619 | 37.41 644 | 23.03 650 | 40.91 636 | 43.02 609 | 46.46 659 | 54.06 660 | 50.67 661 | 38.26 650 | 35.41 631 | 27.52 617 | 6.85 643 | 3.38 644 | 6.03 631 | 4.89 639 | 7.82 627 | 5.94 617 |
|
| PDISCO_ROB |  | 24.45 640 | 9.24 595 | 29.28 606 | 28.68 662 | 19.96 661 | 37.14 643 | 15.33 609 | 45.04 657 | 54.69 652 | 29.24 595 | 42.67 616 | 46.07 650 | 28.17 616 | 35.35 630 | 30.30 632 | 9.92 653 | 2.13 626 | 6.90 638 | 3.20 624 | 8.74 635 | 6.87 629 |
|
| Wz-Net-TNSev |  | 25.12 641 | 20.16 650 | 57.98 668 | 9.56 541 | 7.42 590 | 42.73 656 | 22.27 645 | 35.14 591 | 53.46 647 | 35.97 632 | 42.74 617 | 45.83 647 | 39.87 655 | 36.56 642 | 34.73 641 | 1.82 593 | 1.51 614 | 0.76 548 | 1.34 601 | 5.84 617 | 6.80 627 |
|
| EDNetEfficient |  | 25.16 642 | 22.23 653 | 77.22 693 | 9.09 526 | 7.38 588 | 19.38 541 | 16.78 621 | 21.41 411 | 55.74 660 | 61.52 679 | 53.51 658 | 36.22 609 | 40.65 659 | 24.22 584 | 38.27 654 | 0.62 522 | 0.74 584 | 0.86 564 | 2.60 620 | 7.70 625 | 7.09 632 |
|
| WZ-Net |  | 25.17 643 | 12.95 625 | 63.02 672 | 15.13 626 | 10.42 628 | 38.51 649 | 27.42 664 | 40.46 633 | 54.17 649 | 28.32 589 | 52.95 653 | 40.81 632 | 28.36 618 | 37.07 643 | 41.35 666 | 1.21 579 | 0.21 457 | 0.73 546 | 0.94 582 | 5.42 615 | 3.87 595 |
|
| AANet |  | 25.23 644 | 25.90 659 | 70.86 686 | 8.25 509 | 6.82 574 | 24.45 576 | 10.96 556 | 32.18 552 | 56.29 662 | 56.40 670 | 51.41 649 | 47.70 655 | 40.20 656 | 25.76 594 | 35.38 643 | 2.68 610 | 0.32 516 | 0.99 570 | 0.43 537 | 3.80 595 | 3.92 597 |
|
| GANetREF_RVC |   | 25.41 645 | 29.28 662 | 24.63 592 | 25.18 656 | 6.04 553 | 30.44 618 | 35.39 676 | 47.84 662 | 50.60 643 | 36.88 634 | 36.04 572 | 34.11 600 | 31.23 630 | 37.46 645 | 27.96 624 | 8.58 648 | 2.66 634 | 16.29 659 | 4.95 640 | 14.37 656 | 8.32 642 |
| 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 |  | 25.59 646 | 14.91 634 | 18.83 566 | 28.55 661 | 15.68 652 | 39.29 652 | 18.16 631 | 42.83 649 | 41.69 601 | 44.43 655 | 51.94 651 | 50.82 662 | 39.22 654 | 34.59 629 | 27.29 613 | 6.05 636 | 3.63 648 | 7.01 641 | 6.41 643 | 10.35 640 | 10.17 653 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| DStereoSA |  | 26.02 647 | 16.00 637 | 36.80 624 | 23.05 653 | 13.50 645 | 27.80 604 | 20.87 640 | 49.24 666 | 58.93 670 | 26.92 576 | 36.89 576 | 29.48 557 | 37.74 647 | 38.81 653 | 26.96 610 | 7.13 645 | 7.34 665 | 15.03 657 | 11.26 664 | 21.25 667 | 15.34 662 |
|
| ADCS |  | 26.20 648 | 13.71 630 | 46.90 645 | 14.51 621 | 10.34 627 | 30.46 619 | 22.72 649 | 42.81 648 | 57.61 668 | 42.58 648 | 49.37 645 | 41.91 637 | 40.43 657 | 41.90 661 | 44.58 672 | 2.37 603 | 2.19 628 | 2.37 608 | 3.29 625 | 7.32 623 | 6.52 625 |
|
| DStereoFS |  | 26.88 649 | 21.28 652 | 29.50 607 | 18.65 639 | 12.35 642 | 29.13 612 | 13.04 582 | 50.34 670 | 47.29 626 | 35.95 631 | 44.38 629 | 36.32 610 | 41.02 660 | 51.90 677 | 33.82 637 | 7.92 646 | 5.83 659 | 15.86 658 | 9.22 659 | 17.41 664 | 16.41 664 |
|
| DLNR_Zeroshot_test |   | 27.62 650 | 51.32 677 | 91.46 705 | 98.51 715 | 98.03 716 | 3.10 56 | 0.50 66 | 30.95 535 | 7.65 222 | 8.16 248 | 15.68 304 | 7.31 258 | 1.63 82 | 11.87 337 | 4.21 322 | 40.37 679 | 0.87 594 | 0.06 343 | 0.34 512 | 80.23 704 | 0.24 329 |
|
| DLNR-FE |  | 27.66 651 | 51.31 676 | 91.55 707 | 98.52 716 | 97.91 715 | 3.10 56 | 0.50 66 | 31.55 544 | 7.66 223 | 8.18 249 | 15.67 302 | 7.31 258 | 1.63 82 | 11.88 338 | 4.21 322 | 40.23 678 | 0.89 597 | 0.06 343 | 0.34 512 | 80.38 705 | 0.24 329 |
|
| MFN_U_SF_RVC |  | 28.16 652 | 14.14 632 | 53.23 651 | 21.11 647 | 7.91 601 | 39.97 653 | 13.13 584 | 51.65 673 | 46.34 625 | 47.41 660 | 53.38 656 | 55.32 667 | 40.53 658 | 38.47 651 | 39.74 658 | 5.67 635 | 4.46 654 | 6.98 640 | 8.73 656 | 7.47 624 | 7.44 637 |
|
| PASM |  | 28.19 653 | 17.35 642 | 48.18 647 | 22.49 652 | 22.20 665 | 25.92 591 | 25.84 660 | 34.35 583 | 49.45 635 | 35.37 629 | 39.48 596 | 46.72 653 | 33.36 637 | 34.28 627 | 36.77 648 | 11.73 662 | 14.94 673 | 17.43 662 | 22.18 673 | 13.45 651 | 12.32 658 |
|
| EDNetEfficientorigin |  | 28.98 654 | 35.45 669 | 99.82 719 | 9.43 534 | 5.65 533 | 24.97 583 | 14.79 599 | 26.06 467 | 54.82 653 | 60.87 675 | 57.59 667 | 45.42 646 | 50.27 671 | 26.11 596 | 43.62 669 | 0.30 445 | 0.37 527 | 1.61 593 | 2.35 617 | 10.17 639 | 9.99 652 |
|
| AnyNet_C01 |  | 29.76 655 | 25.78 658 | 75.37 691 | 17.03 632 | 11.34 633 | 49.00 664 | 27.12 663 | 37.99 618 | 40.05 595 | 40.73 644 | 65.13 681 | 46.98 654 | 38.86 653 | 46.63 665 | 48.19 677 | 2.14 597 | 2.13 626 | 2.13 601 | 2.56 618 | 8.14 631 | 7.98 641 |
|
| LSM |  | 29.98 656 | 19.52 648 | 55.11 662 | 19.06 640 | 53.75 686 | 32.57 627 | 23.17 652 | 42.61 645 | 48.57 632 | 45.97 657 | 55.04 664 | 42.93 640 | 36.02 643 | 35.63 635 | 27.03 611 | 2.33 601 | 9.19 667 | 4.87 626 | 7.71 652 | 10.65 643 | 27.91 676 |
|
| RTS |  | 30.15 657 | 23.12 655 | 96.33 709 | 16.71 630 | 11.63 636 | 58.66 678 | 24.28 656 | 36.80 608 | 62.63 678 | 43.79 652 | 46.10 633 | 32.56 585 | 43.90 663 | 51.29 673 | 40.92 662 | 2.38 604 | 0.66 578 | 1.06 572 | 0.74 569 | 5.11 609 | 4.34 603 |
|
| RTSA |  | 30.15 657 | 23.12 655 | 96.33 709 | 16.71 630 | 11.63 636 | 58.66 678 | 24.28 656 | 36.80 608 | 62.63 678 | 43.79 652 | 46.10 633 | 32.56 585 | 43.90 663 | 51.29 673 | 40.92 662 | 2.38 604 | 0.66 578 | 1.06 572 | 0.74 569 | 5.11 609 | 4.34 603 |
|
| DispFullNet |  | 30.27 659 | 31.74 664 | 58.63 669 | 30.13 664 | 28.18 670 | 31.79 624 | 8.94 514 | 37.16 613 | 54.68 651 | 32.60 618 | 37.99 585 | 44.62 643 | 28.80 620 | 41.55 660 | 27.93 623 | 11.94 663 | 3.46 645 | 35.53 676 | 12.34 666 | 30.08 675 | 17.26 667 |
|
| coex-ft |  | 30.77 660 | 38.58 672 | 93.29 708 | 9.44 537 | 5.62 531 | 34.95 635 | 25.30 659 | 30.83 533 | 59.36 671 | 73.23 692 | 58.53 668 | 45.92 648 | 47.29 667 | 29.44 613 | 45.30 673 | 1.37 583 | 1.65 618 | 0.95 568 | 0.96 584 | 8.35 633 | 4.96 611 |
|
| MANE |  | 31.97 661 | 10.75 614 | 17.71 557 | 20.94 645 | 13.77 647 | 47.80 662 | 26.85 661 | 53.00 676 | 55.20 658 | 59.29 671 | 64.30 678 | 64.93 681 | 56.31 681 | 51.83 676 | 38.69 656 | 9.61 652 | 4.72 655 | 6.91 639 | 19.93 672 | 9.20 636 | 7.64 639 |
|
| otaku |  | 33.18 662 | 35.99 670 | 52.93 650 | 40.01 670 | 21.41 663 | 55.08 670 | 17.25 624 | 43.30 651 | 61.58 675 | 39.25 640 | 49.16 644 | 46.61 652 | 28.49 619 | 39.77 655 | 28.76 627 | 18.56 667 | 7.00 664 | 31.82 674 | 9.61 660 | 21.53 669 | 15.48 663 |
|
| PVD |  | 33.19 663 | 18.59 644 | 37.64 626 | 26.09 658 | 16.99 657 | 33.25 630 | 42.25 680 | 51.42 672 | 66.03 684 | 52.65 667 | 64.31 679 | 51.93 665 | 55.13 677 | 51.61 675 | 40.40 659 | 4.00 624 | 3.51 646 | 9.53 648 | 4.26 635 | 10.62 642 | 23.56 671 |
|
| ELAS |   | 33.68 664 | 18.95 645 | 36.71 623 | 20.64 642 | 13.61 646 | 56.43 671 | 35.14 675 | 50.03 669 | 49.90 636 | 60.58 674 | 63.83 676 | 58.64 672 | 53.36 673 | 50.73 671 | 44.44 671 | 11.03 658 | 6.58 662 | 10.02 650 | 7.43 646 | 13.58 654 | 11.94 657 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ELAS_RVC |   | 33.79 665 | 19.15 646 | 35.97 622 | 21.28 648 | 13.79 648 | 52.58 667 | 36.11 677 | 48.96 665 | 55.66 659 | 61.47 678 | 62.91 672 | 58.35 671 | 53.55 674 | 53.37 679 | 42.23 668 | 11.25 660 | 6.64 663 | 10.32 651 | 7.05 645 | 13.56 652 | 11.58 656 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| SAMSARA |  | 34.43 666 | 18.53 643 | 31.91 615 | 55.34 680 | 35.34 674 | 75.99 698 | 94.71 712 | 47.97 663 | 50.84 644 | 37.47 637 | 36.99 579 | 53.12 666 | 38.55 652 | 39.56 654 | 38.65 655 | 3.59 619 | 5.40 657 | 2.22 605 | 3.72 629 | 9.43 637 | 9.29 649 |
|
| Ntro |  | 34.97 667 | 37.63 671 | 54.53 658 | 43.26 674 | 22.45 667 | 57.73 676 | 21.97 644 | 47.14 661 | 64.21 681 | 39.12 639 | 48.86 641 | 47.93 656 | 36.94 646 | 40.66 657 | 29.83 630 | 17.16 665 | 6.51 661 | 32.70 675 | 10.17 661 | 24.06 670 | 16.48 665 |
|
| BEATNet-Init1 |  | 35.08 668 | 20.64 651 | 54.70 660 | 27.43 660 | 12.00 641 | 58.29 677 | 31.01 670 | 52.58 675 | 57.49 667 | 60.36 673 | 62.98 673 | 69.98 684 | 55.54 679 | 53.00 678 | 44.40 670 | 4.61 630 | 2.84 639 | 7.05 642 | 6.89 644 | 10.97 644 | 8.94 646 |
|
| ACVNet-4b |  | 36.40 669 | 52.20 678 | 56.11 664 | 42.45 673 | 21.78 664 | 48.56 663 | 14.37 595 | 49.50 667 | 60.15 673 | 43.17 650 | 46.38 635 | 55.62 668 | 24.56 595 | 38.15 649 | 21.97 576 | 25.13 672 | 3.66 649 | 46.93 679 | 33.56 680 | 25.97 671 | 17.74 668 |
|
| MSC_U_SF_DS_RVC |  | 37.16 670 | 34.69 667 | 53.68 656 | 37.47 669 | 12.55 644 | 56.80 674 | 22.63 648 | 52.02 674 | 63.29 680 | 66.20 684 | 63.82 675 | 58.12 669 | 53.73 676 | 51.21 672 | 46.48 674 | 8.79 649 | 5.31 656 | 14.69 656 | 15.22 670 | 17.27 663 | 9.21 648 |
|
| GCST |   | 37.32 671 | 40.98 673 | 25.25 595 | 92.15 710 | 35.59 675 | 25.00 584 | 1.02 115 | 25.45 456 | 19.73 400 | 26.01 570 | 15.21 299 | 19.51 470 | 4.75 235 | 16.71 503 | 4.32 326 | 80.90 704 | 35.46 682 | 87.50 710 | 74.71 700 | 73.21 700 | 42.99 686 |
|
| ACVNet_1 |  | 41.30 672 | 49.46 675 | 64.91 677 | 44.67 675 | 25.07 668 | 49.43 665 | 25.23 658 | 55.33 678 | 65.87 683 | 59.72 672 | 59.33 669 | 63.43 679 | 48.79 670 | 49.63 669 | 37.09 651 | 19.05 668 | 9.82 668 | 38.29 677 | 13.97 669 | 28.67 673 | 18.23 670 |
|
| light-stereo |  | 41.36 673 | 29.75 663 | 55.07 661 | 54.98 679 | 49.52 681 | 36.70 640 | 17.57 626 | 46.92 660 | 51.01 645 | 53.58 668 | 54.47 661 | 62.25 678 | 35.15 641 | 48.78 667 | 33.36 636 | 34.63 675 | 26.20 679 | 20.76 664 | 28.59 676 | 46.39 680 | 41.49 685 |
|
| Consistency-Raft |  | 41.82 674 | 35.10 668 | 44.56 641 | 32.85 665 | 41.39 679 | 46.76 661 | 34.76 674 | 57.01 680 | 54.94 654 | 32.10 614 | 65.22 682 | 30.82 567 | 48.46 669 | 40.81 658 | 48.77 678 | 27.39 673 | 34.28 681 | 42.92 678 | 51.66 690 | 39.28 677 | 27.28 673 |
|
| NVStereoNet_ROB |  | 41.93 675 | 32.40 665 | 44.55 640 | 36.60 668 | 27.78 669 | 34.52 633 | 32.38 671 | 48.84 664 | 57.18 666 | 69.34 687 | 75.62 693 | 66.07 683 | 64.86 685 | 47.34 666 | 60.78 689 | 15.72 664 | 23.99 676 | 23.40 667 | 32.06 679 | 21.34 668 | 23.86 672 |
| 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 |  | 45.10 676 | 33.36 666 | 54.69 659 | 33.57 666 | 31.94 672 | 43.06 658 | 17.79 629 | 49.52 668 | 56.61 664 | 50.97 665 | 64.04 677 | 70.09 685 | 53.57 675 | 49.77 670 | 53.19 683 | 53.87 688 | 14.08 672 | 54.69 685 | 35.89 681 | 41.66 678 | 39.69 683 |
|
| RainbowNet |  | 51.25 677 | 62.74 687 | 64.52 676 | 60.13 681 | 39.00 678 | 58.72 680 | 30.83 669 | 57.31 681 | 79.18 698 | 50.24 662 | 65.35 683 | 60.13 674 | 44.25 665 | 49.47 668 | 41.16 665 | 46.52 684 | 46.06 689 | 52.72 683 | 31.78 678 | 52.33 685 | 32.47 677 |
|
| anonymity |  | 52.32 678 | 58.23 682 | 63.91 673 | 41.12 672 | 59.25 690 | 53.27 668 | 41.04 679 | 55.69 679 | 40.20 596 | 54.85 669 | 49.49 646 | 49.13 659 | 55.48 678 | 59.07 681 | 49.65 681 | 55.86 689 | 50.03 695 | 51.00 681 | 51.08 688 | 51.71 683 | 56.36 689 |
|
| MADNet+ |  | 53.31 679 | 68.61 690 | 98.75 716 | 67.03 685 | 37.58 676 | 79.83 704 | 81.74 706 | 60.38 683 | 61.61 676 | 51.43 666 | 54.92 663 | 61.11 676 | 59.29 683 | 69.66 690 | 76.71 706 | 23.88 670 | 24.03 677 | 17.08 661 | 12.35 667 | 32.47 676 | 27.69 675 |
|
| JetBlue |  | 54.08 680 | 45.10 674 | 74.15 689 | 51.17 677 | 47.68 680 | 75.66 697 | 60.97 691 | 63.63 684 | 62.09 677 | 63.32 682 | 64.88 680 | 78.86 693 | 68.17 686 | 68.15 688 | 75.09 705 | 36.86 676 | 24.88 678 | 29.01 673 | 29.12 677 | 28.71 674 | 34.13 679 |
|
| SGM+DAISY |  | 54.67 681 | 56.61 679 | 62.73 671 | 40.21 671 | 53.22 684 | 61.95 683 | 48.59 684 | 55.05 677 | 44.62 620 | 61.03 677 | 63.68 674 | 60.46 675 | 55.62 680 | 60.68 683 | 55.34 685 | 56.34 691 | 48.56 692 | 50.16 680 | 49.63 687 | 52.25 684 | 56.76 691 |
|
| SPS-STEREO |   | 55.62 682 | 59.14 683 | 64.16 674 | 45.05 676 | 53.84 687 | 59.88 681 | 44.00 682 | 59.53 682 | 49.94 638 | 62.33 680 | 61.09 671 | 59.80 673 | 56.82 682 | 60.06 682 | 57.85 686 | 58.41 692 | 48.34 691 | 51.07 682 | 49.21 686 | 55.41 687 | 56.48 690 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| Selective-IGEV-i16pa |  | 56.08 683 | 59.75 684 | 69.90 684 | 21.43 651 | 14.80 650 | 97.01 712 | 29.83 668 | 86.97 710 | 94.48 714 | 85.76 707 | 93.21 710 | 81.88 698 | 74.46 696 | 96.71 717 | 79.25 709 | 30.92 674 | 13.32 670 | 16.91 660 | 7.73 654 | 15.59 658 | 51.73 687 |
|
| Selective-IGEV-i1pa |  | 56.65 684 | 73.08 695 | 56.50 666 | 29.63 663 | 14.87 651 | 94.58 709 | 46.49 683 | 80.65 707 | 87.08 706 | 88.18 710 | 87.03 707 | 74.01 689 | 68.51 687 | 94.68 715 | 74.38 702 | 45.10 683 | 26.62 680 | 26.16 669 | 13.27 668 | 19.40 666 | 32.71 678 |
|
| ACVNet_2 |  | 57.39 685 | 61.72 686 | 72.56 688 | 66.35 684 | 38.29 677 | 61.93 682 | 48.64 685 | 71.64 696 | 81.91 701 | 79.28 700 | 88.72 709 | 76.25 690 | 72.87 692 | 54.33 680 | 46.74 676 | 37.13 677 | 23.36 675 | 54.52 684 | 37.80 682 | 46.22 679 | 27.59 674 |
|
| IMH-64-1 |  | 59.25 686 | 58.09 680 | 67.69 681 | 66.06 682 | 50.51 682 | 56.45 672 | 49.45 686 | 68.83 689 | 67.75 687 | 67.58 685 | 80.37 697 | 70.15 686 | 74.28 694 | 72.16 695 | 48.94 679 | 42.00 680 | 42.87 686 | 65.57 687 | 47.02 683 | 51.52 681 | 37.76 681 |
|
| IMH-64 |  | 59.25 686 | 58.09 680 | 67.69 681 | 66.06 682 | 50.51 682 | 56.45 672 | 49.45 686 | 68.83 689 | 67.75 687 | 67.58 685 | 80.37 697 | 70.15 686 | 74.28 694 | 72.16 695 | 48.94 679 | 42.00 680 | 42.87 686 | 65.57 687 | 47.02 683 | 51.52 681 | 37.76 681 |
|
| IMH |  | 62.95 688 | 60.33 685 | 67.78 683 | 69.51 686 | 53.65 685 | 65.09 687 | 54.21 688 | 72.00 697 | 73.28 692 | 72.49 690 | 81.93 699 | 72.96 688 | 79.81 699 | 76.65 701 | 51.41 682 | 43.57 682 | 49.82 694 | 67.81 689 | 51.14 689 | 54.83 686 | 40.67 684 |
|
| TorneroNet-64 |  | 65.66 689 | 70.70 692 | 71.20 687 | 76.52 690 | 59.70 692 | 66.78 688 | 58.05 689 | 67.53 688 | 80.00 699 | 62.67 681 | 67.40 684 | 83.09 699 | 69.42 689 | 67.34 685 | 62.05 692 | 48.31 687 | 44.07 688 | 72.93 691 | 63.88 692 | 68.05 691 | 53.58 688 |
|
| PWCK |  | 65.90 690 | 88.63 709 | 79.40 696 | 80.32 698 | 29.96 671 | 63.85 686 | 39.45 678 | 72.07 698 | 71.26 690 | 78.74 699 | 68.99 686 | 77.82 692 | 61.77 684 | 82.81 707 | 62.64 693 | 80.17 703 | 39.88 685 | 81.90 701 | 47.37 685 | 73.54 701 | 37.51 680 |
|
| WAO-6 |  | 70.64 691 | 73.02 694 | 66.25 678 | 79.92 697 | 61.74 694 | 68.74 689 | 59.08 690 | 75.27 701 | 87.02 705 | 74.72 693 | 79.40 696 | 79.19 694 | 84.60 707 | 67.70 687 | 60.53 688 | 67.85 695 | 48.88 693 | 81.48 699 | 73.29 697 | 65.57 689 | 58.60 692 |
|
| TorneroNet |  | 71.21 692 | 73.44 696 | 75.82 692 | 80.82 699 | 65.65 696 | 70.53 691 | 64.39 694 | 71.42 695 | 75.97 694 | 71.47 689 | 73.68 691 | 84.17 702 | 74.00 693 | 69.85 691 | 69.09 696 | 59.37 693 | 48.19 690 | 79.67 695 | 73.51 698 | 74.93 702 | 68.26 701 |
|
| LVE |  | 71.50 693 | 72.46 693 | 83.91 700 | 75.21 689 | 55.29 689 | 74.81 692 | 62.76 693 | 77.22 702 | 83.77 703 | 82.09 702 | 87.11 708 | 83.38 700 | 82.41 704 | 75.93 699 | 64.49 694 | 48.28 686 | 57.24 701 | 74.61 693 | 62.53 691 | 65.49 688 | 61.01 693 |
|
| MFMNet_re |  | 72.05 694 | 79.64 702 | 64.23 675 | 52.73 678 | 84.71 705 | 77.93 700 | 68.35 695 | 63.96 685 | 66.93 685 | 61.00 676 | 71.29 689 | 63.84 680 | 68.91 688 | 72.42 697 | 61.11 690 | 82.03 707 | 74.22 708 | 80.34 698 | 74.44 699 | 83.62 708 | 89.34 709 |
|
| notaker |  | 72.18 695 | 79.78 703 | 78.84 695 | 78.75 694 | 68.52 698 | 63.26 685 | 61.68 692 | 69.22 692 | 75.95 693 | 77.58 697 | 78.85 695 | 79.69 696 | 84.79 708 | 77.39 702 | 58.43 687 | 69.68 698 | 60.79 702 | 77.46 694 | 68.48 694 | 69.62 693 | 64.92 698 |
|
| WAO-7 |  | 72.21 696 | 78.21 698 | 54.04 657 | 79.33 696 | 69.31 700 | 70.20 690 | 72.09 701 | 77.85 705 | 84.90 704 | 77.35 696 | 86.03 703 | 79.37 695 | 79.88 700 | 65.32 684 | 65.33 695 | 62.33 694 | 69.70 706 | 70.51 690 | 73.21 696 | 67.23 690 | 62.02 694 |
|
| ktn |  | 72.58 697 | 80.06 705 | 69.96 685 | 79.14 695 | 69.86 701 | 75.40 696 | 70.43 700 | 69.01 691 | 76.90 695 | 72.88 691 | 77.46 694 | 77.43 691 | 77.41 698 | 72.78 698 | 55.00 684 | 79.09 701 | 65.99 703 | 80.09 697 | 68.29 693 | 71.46 698 | 62.98 695 |
|
| UNDER WATER-64 |  | 73.11 698 | 74.48 697 | 87.70 701 | 74.03 688 | 55.20 688 | 78.24 701 | 75.71 703 | 65.33 686 | 67.91 689 | 75.60 695 | 69.32 687 | 84.41 703 | 76.93 697 | 68.43 689 | 72.45 699 | 81.18 705 | 56.77 700 | 82.46 702 | 80.34 703 | 68.22 692 | 67.48 700 |
|
| LRCNet_RVC |  | 73.59 699 | 69.80 691 | 74.41 690 | 77.63 692 | 60.56 693 | 40.33 654 | 15.08 605 | 71.04 694 | 48.36 630 | 88.07 709 | 94.62 712 | 90.11 710 | 81.83 702 | 80.58 706 | 61.26 691 | 97.12 718 | 72.30 707 | 96.65 717 | 97.58 718 | 77.13 703 | 77.30 705 |
|
| DPSimNet_ROB |  | 74.29 700 | 83.27 707 | 59.30 670 | 77.19 691 | 65.13 695 | 75.14 694 | 74.95 702 | 73.99 700 | 76.94 696 | 81.99 701 | 75.48 692 | 80.18 697 | 71.76 690 | 67.39 686 | 84.00 711 | 81.87 706 | 51.14 696 | 79.99 696 | 76.70 702 | 70.17 694 | 79.21 706 |
|
| UNDER WATER |  | 75.92 701 | 79.25 701 | 87.75 702 | 84.39 700 | 66.43 697 | 77.08 699 | 77.22 704 | 66.90 687 | 72.16 691 | 75.32 694 | 71.56 690 | 85.89 709 | 82.15 703 | 70.11 692 | 74.99 704 | 79.34 702 | 53.61 697 | 86.40 708 | 84.53 707 | 71.29 697 | 72.11 703 |
|
| TCMNet-wrong-test |  | 76.74 702 | 91.47 712 | 89.31 703 | 97.64 713 | 97.35 714 | 94.87 710 | 92.51 711 | 69.78 693 | 65.29 682 | 63.44 683 | 71.10 688 | 65.66 682 | 51.44 672 | 85.29 709 | 74.70 703 | 56.06 690 | 20.22 674 | 83.11 706 | 82.39 704 | 95.02 715 | 88.18 708 |
|
| WAO-8 |  | 76.87 703 | 78.41 699 | 66.45 679 | 86.81 704 | 72.47 702 | 79.27 702 | 68.59 697 | 77.75 703 | 89.01 708 | 83.09 704 | 86.98 704 | 85.87 707 | 84.97 709 | 72.12 693 | 69.11 697 | 74.93 699 | 55.23 698 | 87.79 711 | 83.50 705 | 70.47 695 | 64.56 696 |
|
| Venus |  | 76.87 703 | 78.41 699 | 66.45 679 | 86.81 704 | 72.47 702 | 79.27 702 | 68.59 697 | 77.75 703 | 89.01 708 | 83.09 704 | 86.98 704 | 85.87 707 | 84.97 709 | 72.12 693 | 69.11 697 | 74.93 699 | 55.23 698 | 87.79 711 | 83.50 705 | 70.48 696 | 64.56 696 |
|
| HanzoNet |  | 77.61 705 | 81.11 706 | 82.83 697 | 77.82 693 | 69.15 699 | 75.25 695 | 69.06 699 | 73.49 699 | 77.84 697 | 82.19 703 | 82.80 700 | 85.42 704 | 86.67 711 | 85.99 710 | 73.64 701 | 85.24 711 | 68.38 705 | 81.71 700 | 75.47 701 | 71.98 699 | 66.24 699 |
|
| JetRed |  | 79.55 706 | 79.88 704 | 91.52 706 | 71.05 687 | 75.80 704 | 91.66 706 | 80.11 705 | 79.14 706 | 80.44 700 | 84.35 706 | 84.23 702 | 83.38 700 | 72.48 691 | 79.43 703 | 85.44 712 | 69.33 697 | 81.58 709 | 73.66 692 | 72.56 695 | 82.35 706 | 72.60 704 |
|
| Dean |  | 80.72 707 | 85.82 708 | 83.27 698 | 84.91 703 | 59.53 691 | 75.11 693 | 68.39 696 | 81.59 708 | 88.05 707 | 92.41 711 | 86.98 704 | 92.41 712 | 93.02 713 | 83.11 708 | 73.31 700 | 68.01 696 | 66.13 704 | 94.82 716 | 84.66 708 | 83.28 707 | 69.50 702 |
|
| RSGM-EC |  | 88.03 708 | 67.44 688 | 53.54 653 | 84.82 701 | 87.13 706 | 94.34 707 | 92.20 709 | 94.86 715 | 98.29 715 | 95.56 715 | 98.06 716 | 85.65 705 | 83.07 705 | 79.52 704 | 79.00 707 | 95.80 714 | 97.66 715 | 91.52 713 | 95.19 715 | 95.05 716 | 91.80 714 |
|
| acva |  | 88.03 708 | 67.44 688 | 53.54 653 | 84.82 701 | 87.13 706 | 94.34 707 | 92.20 709 | 94.86 715 | 98.29 715 | 95.56 715 | 98.06 716 | 85.65 705 | 83.07 705 | 79.52 704 | 79.00 707 | 95.80 714 | 97.66 715 | 91.52 713 | 95.19 715 | 95.05 716 | 91.80 714 |
|
| KSHMR |  | 88.54 710 | 93.03 713 | 83.31 699 | 95.54 711 | 91.74 711 | 82.37 705 | 83.41 707 | 84.43 709 | 81.99 702 | 87.89 708 | 84.05 701 | 91.94 711 | 81.33 701 | 76.34 700 | 81.76 710 | 96.44 717 | 96.14 714 | 96.69 718 | 97.12 717 | 92.52 714 | 92.67 716 |
|
| tt |  | 89.96 711 | 1.02 129 | 100.00 722 | 99.40 718 | 100.00 723 | 100.00 721 | 100.00 722 | 100.00 724 | 100.00 722 | 78.36 698 | 67.94 685 | 99.99 725 | 100.00 722 | 100.00 725 | 100.00 725 | 95.81 716 | 99.93 721 | 87.43 709 | 86.39 709 | 95.11 718 | 87.89 707 |
|
| xxxxx1 |  | 91.92 712 | 95.33 715 | 98.45 713 | 87.29 706 | 89.24 708 | 98.50 714 | 98.17 717 | 92.95 711 | 93.21 711 | 93.55 712 | 95.36 713 | 96.99 714 | 96.28 714 | 94.65 712 | 94.94 713 | 83.26 708 | 84.17 710 | 82.90 703 | 88.32 711 | 85.49 710 | 89.37 710 |
|
| tt_ll |  | 91.92 712 | 95.33 715 | 98.45 713 | 87.29 706 | 89.24 708 | 98.50 714 | 98.17 717 | 92.95 711 | 93.21 711 | 93.55 712 | 95.36 713 | 96.99 714 | 96.28 714 | 94.65 712 | 94.94 713 | 83.26 708 | 84.17 710 | 82.90 703 | 88.32 711 | 85.49 710 | 89.37 710 |
|
| ff |  | 91.92 712 | 95.33 715 | 98.45 713 | 87.29 706 | 89.24 708 | 98.50 714 | 98.17 717 | 92.95 711 | 93.21 711 | 93.55 712 | 95.36 713 | 96.99 714 | 96.28 714 | 94.65 712 | 94.94 713 | 83.26 708 | 84.17 710 | 82.90 703 | 88.32 711 | 85.49 710 | 89.37 710 |
|
| USTest |  | 93.52 715 | 90.92 711 | 77.74 694 | 87.90 709 | 92.63 712 | 100.00 721 | 100.00 722 | 99.79 721 | 99.80 719 | 99.21 720 | 99.52 719 | 98.03 717 | 99.15 719 | 89.52 711 | 99.31 720 | 90.37 712 | 98.47 717 | 84.34 707 | 87.43 710 | 84.58 709 | 91.71 713 |
|
| MADNet++ |  | 94.16 716 | 94.02 714 | 90.25 704 | 96.28 712 | 96.84 713 | 97.17 713 | 90.16 708 | 94.71 714 | 91.69 710 | 97.07 717 | 93.71 711 | 94.62 713 | 92.63 712 | 96.15 716 | 95.18 716 | 95.42 713 | 95.89 713 | 92.80 715 | 92.23 714 | 92.10 713 | 94.30 718 |
|
| PML |  | 99.19 717 | 100.00 724 | 98.08 712 | 99.28 717 | 99.53 718 | 100.00 721 | 99.73 720 | 98.24 717 | 99.44 718 | 100.00 724 | 99.57 720 | 98.76 719 | 99.84 720 | 100.00 725 | 98.88 719 | 100.00 721 | 99.54 718 | 100.00 722 | 99.50 720 | 99.90 721 | 93.55 717 |
|
| MEDIAN_ROB |  | 99.19 717 | 99.84 719 | 99.62 718 | 98.49 714 | 98.51 717 | 98.58 717 | 97.81 716 | 98.80 719 | 98.56 717 | 99.36 721 | 99.49 718 | 99.56 720 | 99.06 718 | 98.35 718 | 98.31 718 | 99.99 720 | 99.63 719 | 100.00 722 | 100.00 723 | 99.81 720 | 99.95 722 |
|
| HaxPig |  | 99.40 719 | 99.99 721 | 97.38 711 | 100.00 722 | 100.00 723 | 96.91 711 | 97.35 714 | 99.59 720 | 99.99 721 | 100.00 724 | 100.00 722 | 99.99 725 | 99.99 721 | 99.04 719 | 97.77 717 | 100.00 721 | 100.00 723 | 100.00 722 | 100.00 723 | 100.00 724 | 99.99 723 |
|
| Anonymous_1 |  | 99.65 720 | 99.95 720 | 99.93 720 | 99.80 719 | 99.60 719 | 100.00 721 | 100.00 722 | 99.82 723 | 99.98 720 | 99.62 722 | 99.94 721 | 99.75 722 | 100.00 722 | 99.66 720 | 99.88 721 | 98.45 719 | 99.84 720 | 98.73 719 | 99.26 719 | 99.41 719 | 99.36 719 |
|
| test_example2 |  | 99.68 721 | 99.99 721 | 99.99 721 | 100.00 722 | 99.99 722 | 99.86 720 | 99.99 721 | 98.29 718 | 100.00 722 | 100.00 724 | 100.00 722 | 98.15 718 | 98.39 717 | 99.98 722 | 99.98 722 | 100.00 721 | 99.99 722 | 99.40 720 | 99.53 721 | 100.00 724 | 100.00 724 |
|
| AVERAGE_ROB |  | 99.80 722 | 99.99 721 | 99.40 717 | 100.00 722 | 100.00 723 | 98.99 718 | 97.72 715 | 100.00 724 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 727 | 100.00 722 | 100.00 725 | 100.00 725 | 100.00 721 | 100.00 723 | 100.00 722 | 100.00 723 | 100.00 724 | 100.00 724 |
|
| DPSMNet_ROB |  | 99.95 723 | 100.00 724 | 100.00 722 | 100.00 722 | 100.00 723 | 100.00 721 | 100.00 722 | 100.00 724 | 100.00 722 | 99.15 719 | 100.00 722 | 99.96 723 | 100.00 722 | 99.99 723 | 99.99 723 | 100.00 721 | 100.00 723 | 100.00 722 | 100.00 723 | 100.00 724 | 100.00 724 |
|
| DGTPSM_ROB |  | 99.95 723 | 100.00 724 | 100.00 722 | 100.00 722 | 100.00 723 | 100.00 721 | 100.00 722 | 100.00 724 | 100.00 722 | 99.14 718 | 100.00 722 | 99.96 723 | 100.00 722 | 99.99 723 | 99.99 723 | 100.00 721 | 100.00 723 | 100.00 722 | 100.00 723 | 100.00 724 | 100.00 724 |
|
| iinet-test |  | 99.97 725 | 100.00 724 | 100.00 722 | 99.84 720 | 99.86 720 | 100.00 721 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 727 | 100.00 722 | 100.00 725 | 100.00 725 | 100.00 721 | 100.00 723 | 100.00 722 | 100.00 723 | 99.93 722 | 99.85 721 |
|
| IINet |  | 99.97 725 | 100.00 724 | 100.00 722 | 99.84 720 | 99.87 721 | 100.00 721 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 727 | 100.00 722 | 100.00 725 | 100.00 725 | 100.00 721 | 100.00 723 | 100.00 722 | 100.00 723 | 99.93 722 | 99.84 720 |
|
| fast-reg |  | 100.00 727 | 100.00 724 | 100.00 722 | 100.00 722 | 100.00 723 | 100.00 721 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 727 | 100.00 722 | 100.00 725 | 100.00 725 | 100.00 721 | 100.00 723 | 100.00 722 | 100.00 723 | 100.00 724 | 100.00 724 |
|
| Hybrid-DGEV |  | 100.00 727 | 100.00 724 | 100.00 722 | 100.00 722 | 100.00 723 | 100.00 721 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 727 | 100.00 722 | 100.00 725 | 100.00 725 | 100.00 721 | 100.00 723 | 100.00 722 | 100.00 723 | 100.00 724 | 100.00 724 |
|
| RAFT-FEzeroshot |  | 100.00 727 | 100.00 724 | 100.00 722 | 100.00 722 | 100.00 723 | 100.00 721 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 727 | 100.00 722 | 100.00 725 | 100.00 725 | 100.00 721 | 100.00 723 | 100.00 722 | 100.00 723 | 100.00 724 | 100.00 724 |
|
| RAFT-FE |  | 100.00 727 | 100.00 724 | 100.00 722 | 100.00 722 | 100.00 723 | 100.00 721 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 727 | 100.00 722 | 100.00 725 | 100.00 725 | 100.00 721 | 100.00 723 | 100.00 722 | 100.00 723 | 100.00 724 | 100.00 724 |
|
| FlowAnything |  | 100.00 727 | 100.00 724 | 100.00 722 | 100.00 722 | 100.00 723 | 100.00 721 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 727 | 100.00 722 | 100.00 725 | 100.00 725 | 100.00 721 | 100.00 723 | 100.00 722 | 100.00 723 | 100.00 724 | 100.00 724 |
|
| Selective-RAFT-Error |  | 100.00 727 | 100.00 724 | 100.00 722 | 100.00 722 | 100.00 723 | 100.00 721 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 727 | 100.00 722 | 100.00 725 | 100.00 725 | 100.00 721 | 100.00 723 | 100.00 722 | 100.00 723 | 100.00 724 | 100.00 724 |
|
| CasAABBNet |  | 100.00 727 | 100.00 724 | 100.00 722 | 100.00 722 | 100.00 723 | 100.00 721 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 727 | 100.00 722 | 100.00 725 | 100.00 725 | 100.00 721 | 100.00 723 | 100.00 722 | 100.00 723 | 100.00 724 | 100.00 724 |
|
| LSM0 |  | 100.00 727 | 100.00 724 | 100.00 722 | 100.00 722 | 100.00 723 | 100.00 721 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 727 | 100.00 722 | 100.00 725 | 100.00 725 | 100.00 721 | 100.00 723 | 100.00 722 | 100.00 723 | 100.00 724 | 100.00 724 |
|
| DPSM_ROB |  | 100.00 727 | 100.00 724 | 100.00 722 | 100.00 722 | 100.00 723 | 100.00 721 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 727 | 100.00 722 | 100.00 725 | 100.00 725 | 100.00 721 | 100.00 723 | 100.00 722 | 100.00 723 | 100.00 724 | 100.00 724 |
|
| DPSM |  | 100.00 727 | 100.00 724 | 100.00 722 | 100.00 722 | 100.00 723 | 100.00 721 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 724 | 100.00 722 | 100.00 727 | 100.00 722 | 100.00 725 | 100.00 725 | 100.00 721 | 100.00 723 | 100.00 722 | 100.00 723 | 100.00 724 | 100.00 724 |
|
| GS-Stereo |  | | | | | | | 1.50 162 | 8.60 151 | 4.56 131 | 2.71 115 | 2.61 59 | 1.86 94 | 2.25 110 | 3.50 42 | 1.15 107 | 0.00 1 | 0.07 263 | 0.00 1 | 0.39 527 | 0.22 241 | 0.15 246 |
|
| FSD |  | | | | | 5.31 517 | 8.20 344 | 12.18 577 | 12.39 231 | 7.98 228 | 7.94 246 | 7.35 193 | 9.35 292 | 7.17 340 | 10.94 283 | 8.86 455 | 5.58 634 | 2.77 637 | 5.46 628 | 4.09 633 | 5.17 612 | |
|
| ccccc |  | | 98.19 718 | | 100.00 722 | 100.00 723 | 99.32 719 | | 99.79 721 | | 99.63 723 | | 99.69 721 | | 99.95 721 | | 100.00 721 | 100.00 723 | 99.97 721 | 99.90 722 | 100.00 724 | |
|
| ASD4 |  | | 90.49 710 | | | | | | | | | | | | | | | | | | | |
|