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