| DepthFocus |  | 1.04 6 | 0.68 31 | 3.33 39 | 1.97 11 | 0.42 57 | 1.27 8 | 0.87 102 | 2.04 3 | 1.22 8 | 0.66 3 | 1.71 44 | 1.75 84 | 0.90 50 | 3.46 40 | 0.44 3 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.01 1 | 0.04 74 |
|
| LACA2 |  | 1.22 11 | 1.14 166 | 4.34 105 | 1.32 3 | 0.20 5 | 3.03 54 | 0.14 29 | 5.79 46 | 1.12 7 | 1.06 16 | 0.67 24 | 0.56 32 | 0.80 44 | 3.67 50 | 0.44 3 | 0.00 1 | 0.03 128 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 4 |
|
| MatchStereo |   | 1.70 39 | 0.88 89 | 3.85 69 | 2.11 22 | 0.14 1 | 2.35 31 | 0.33 53 | 5.87 48 | 4.80 136 | 0.90 8 | 4.35 106 | 0.81 47 | 1.32 67 | 4.93 85 | 1.30 116 | 0.01 137 | 0.05 187 | 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 |
| BridgeDepth_RVC |   | 1.46 21 | 0.72 34 | 2.76 9 | 1.47 5 | 0.75 138 | 4.05 100 | 0.01 1 | 5.97 51 | 1.58 25 | 1.29 30 | 1.19 36 | 1.02 51 | 2.98 138 | 3.52 44 | 0.87 62 | 0.79 536 | 0.08 289 | 0.12 406 | 0.05 303 | 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 |
| MonSter++ |  | 1.28 14 | 0.63 19 | 2.88 12 | 2.00 16 | 0.32 25 | 2.14 24 | 0.01 1 | 4.86 21 | 2.56 53 | 1.63 53 | 0.45 16 | 2.17 110 | 1.25 64 | 3.81 53 | 0.84 55 | 0.01 137 | 0.02 89 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 15 |
|
| HiDET |  | 1.32 16 | 0.56 5 | 3.12 31 | 2.54 68 | 0.43 64 | 1.92 18 | 0.02 7 | 5.70 38 | 2.72 68 | 1.35 32 | 0.52 21 | 1.27 61 | 0.97 53 | 4.05 58 | 1.19 111 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 15 |
|
| 3.5w_stereo |  | 2.46 97 | 1.21 184 | 4.40 109 | 2.23 31 | 1.53 241 | 6.00 263 | 1.12 120 | 6.82 87 | 2.60 60 | 3.48 142 | 4.35 106 | 0.33 19 | 2.08 103 | 9.99 243 | 3.03 258 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 1 | 0.06 116 |
|
| dual_stereo |  | 1.57 31 | 0.64 22 | 2.56 4 | 2.33 48 | 0.47 68 | 2.62 36 | 0.08 13 | 4.85 19 | 1.95 39 | 1.01 14 | 0.69 27 | 1.90 97 | 0.61 33 | 10.34 251 | 0.96 75 | 0.01 137 | 0.20 439 | 0.00 1 | 0.18 409 | 0.01 1 | 0.03 47 |
|
| derf |  | 1.23 12 | 0.58 8 | 3.00 20 | 2.94 106 | 0.35 37 | 1.60 13 | 0.09 16 | 4.56 11 | 3.52 107 | 1.15 21 | 0.33 11 | 1.14 56 | 0.25 5 | 4.24 65 | 0.48 8 | 0.01 137 | 0.07 253 | 0.00 1 | 0.25 459 | 0.02 9 | 0.02 15 |
|
| mm2 |  | 1.15 10 | 0.62 15 | 2.88 12 | 1.99 14 | 0.33 34 | 1.31 9 | 0.01 1 | 4.81 16 | 2.56 53 | 1.17 22 | 0.47 17 | 2.11 107 | 0.28 8 | 3.83 54 | 0.54 12 | 0.01 137 | 0.02 89 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| mm1 |  | 1.12 8 | 0.62 15 | 2.88 12 | 1.99 14 | 0.33 34 | 1.31 9 | 0.01 1 | 4.21 6 | 2.56 53 | 1.17 22 | 0.47 17 | 2.11 107 | 0.28 8 | 3.83 54 | 0.54 12 | 0.01 137 | 0.02 89 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| qqai |  | 1.38 18 | 0.60 13 | 3.39 43 | 2.92 103 | 0.35 37 | 1.60 13 | 0.11 24 | 5.17 25 | 3.33 101 | 1.10 17 | 0.34 12 | 3.06 138 | 0.27 6 | 4.38 69 | 0.57 16 | 0.02 215 | 0.06 224 | 0.00 1 | 0.28 475 | 0.02 9 | 0.03 47 |
|
| monster-pro |  | 1.75 42 | 0.74 38 | 3.64 55 | 2.27 36 | 1.62 252 | 5.99 261 | 0.14 29 | 6.02 52 | 2.87 77 | 1.35 32 | 2.11 47 | 0.30 14 | 0.36 14 | 6.78 125 | 0.83 49 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 227 | 0.02 9 | 0.02 15 |
|
| PointNet |  | 1.43 20 | 0.63 19 | 3.11 29 | 2.08 20 | 0.29 22 | 2.64 38 | 0.19 41 | 5.26 26 | 3.30 100 | 1.94 73 | 0.68 26 | 2.46 120 | 0.28 8 | 4.68 79 | 0.83 49 | 0.01 137 | 0.09 308 | 0.00 1 | 0.02 227 | 0.02 9 | 0.03 47 |
|
| Foundation-i1c-attn |  | 2.71 110 | 0.60 13 | 3.06 25 | 2.24 33 | 0.51 78 | 5.22 198 | 4.50 382 | 8.99 163 | 3.66 110 | 3.62 147 | 3.42 77 | 5.81 210 | 4.90 237 | 6.67 121 | 0.91 67 | 0.02 215 | 0.09 308 | 0.00 1 | 0.00 1 | 0.02 9 | 0.06 116 |
|
| Foundation-i1b |  | 2.92 129 | 0.62 15 | 3.27 36 | 2.10 21 | 0.80 146 | 6.05 271 | 4.79 393 | 9.72 180 | 3.49 106 | 4.53 179 | 3.28 71 | 6.44 226 | 5.47 258 | 6.76 124 | 0.92 69 | 0.02 215 | 0.09 308 | 0.00 1 | 0.00 1 | 0.02 9 | 0.03 47 |
|
| Foundation-i1a |  | 2.94 132 | 0.64 22 | 3.21 34 | 2.24 33 | 0.39 48 | 5.32 205 | 3.99 363 | 9.68 176 | 3.94 117 | 5.17 201 | 3.16 69 | 6.62 230 | 5.95 280 | 7.03 129 | 1.32 120 | 0.02 215 | 0.10 328 | 0.00 1 | 0.00 1 | 0.02 9 | 0.06 116 |
|
| GeoVLM |  | 1.29 15 | 0.62 15 | 2.88 12 | 2.04 17 | 0.32 25 | 2.13 22 | 0.01 1 | 4.81 16 | 2.57 58 | 1.67 56 | 0.50 20 | 2.09 106 | 1.29 66 | 3.91 57 | 0.85 57 | 0.01 137 | 0.02 89 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| LACA1 |  | 1.12 8 | 0.73 36 | 2.61 6 | 1.25 2 | 0.59 94 | 2.50 34 | 0.45 62 | 4.45 9 | 0.93 4 | 1.64 55 | 0.22 9 | 0.47 27 | 1.78 91 | 4.39 70 | 0.36 2 | 0.00 1 | 0.03 128 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| LCMNet |  | 1.70 39 | 0.59 10 | 2.97 19 | 1.86 7 | 0.58 91 | 1.95 19 | 0.09 16 | 6.27 66 | 7.21 210 | 1.23 27 | 1.48 41 | 1.25 60 | 1.34 68 | 6.03 103 | 1.05 95 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| CSFM-Stereo |  | 1.49 24 | 0.59 10 | 3.11 29 | 2.47 60 | 0.31 24 | 3.07 55 | 0.15 33 | 6.28 70 | 2.36 49 | 2.48 103 | 1.08 32 | 1.50 69 | 1.10 59 | 4.29 68 | 0.89 63 | 0.02 215 | 0.02 89 | 0.00 1 | 0.00 1 | 0.02 9 | 0.03 47 |
|
| BridgeDepth |   | 1.59 34 | 0.74 38 | 2.65 7 | 1.86 7 | 0.15 3 | 6.66 297 | 0.05 10 | 5.75 40 | 2.52 51 | 1.38 39 | 0.38 13 | 1.98 99 | 2.79 134 | 4.44 73 | 0.44 3 | 0.00 1 | 0.02 89 | 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 |
| MonStereo |  | 1.76 44 | 0.75 41 | 3.64 55 | 2.27 36 | 1.61 251 | 6.04 270 | 0.14 29 | 6.02 52 | 2.88 79 | 1.35 32 | 2.11 47 | 0.30 14 | 0.36 14 | 6.84 126 | 0.83 49 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 187 | 0.02 9 | 0.02 15 |
|
| Wavelet-MonSter |  | 1.61 38 | 0.84 74 | 4.03 83 | 2.47 60 | 2.55 337 | 2.93 49 | 0.03 8 | 4.71 15 | 1.40 14 | 1.96 74 | 4.34 104 | 0.34 21 | 0.83 47 | 4.87 84 | 0.90 64 | 0.00 1 | 0.03 128 | 0.02 262 | 0.00 1 | 0.02 9 | 0.03 47 |
|
| Monster-pub-eth3d |  | 1.75 42 | 0.75 41 | 3.64 55 | 2.27 36 | 1.62 252 | 6.02 269 | 0.14 29 | 6.02 52 | 2.87 77 | 1.35 32 | 2.11 47 | 0.30 14 | 0.36 14 | 6.59 115 | 0.83 49 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 227 | 0.02 9 | 0.02 15 |
|
| S2M2_XL |  | 0.93 1 | 0.78 51 | 3.42 44 | 1.97 11 | 0.27 16 | 0.44 1 | 0.01 1 | 1.71 1 | 0.99 6 | 1.17 22 | 2.70 62 | 1.74 82 | 1.21 62 | 1.17 1 | 1.00 87 | 0.00 1 | 0.01 34 | 0.01 237 | 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 |
| 2.25w |  | 2.37 85 | 0.87 87 | 4.69 119 | 2.52 64 | 1.76 269 | 3.53 81 | 0.41 57 | 6.10 58 | 2.56 53 | 3.93 162 | 6.70 179 | 0.35 22 | 2.47 126 | 8.53 177 | 2.97 251 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| 4.25_new |  | 1.94 50 | 0.81 60 | 3.74 61 | 2.82 88 | 2.69 347 | 4.37 115 | 2.37 288 | 5.76 41 | 2.78 71 | 1.99 78 | 3.60 82 | 0.23 4 | 2.40 120 | 4.13 59 | 0.99 79 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 9 | 0.07 132 |
|
| 4.5w_new |  | 1.94 50 | 0.81 60 | 3.74 61 | 2.82 88 | 2.69 347 | 4.37 115 | 2.37 288 | 5.76 41 | 2.78 71 | 1.99 78 | 3.60 82 | 0.23 4 | 2.40 120 | 4.13 59 | 0.99 79 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 9 | 0.07 132 |
|
| 4.25w-stereo |  | 1.94 50 | 0.81 60 | 3.74 61 | 2.82 88 | 2.69 347 | 4.37 115 | 2.37 288 | 5.76 41 | 2.78 71 | 1.99 78 | 3.60 82 | 0.23 4 | 2.40 120 | 4.13 59 | 0.99 79 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 9 | 0.07 132 |
|
| 2.5w |  | 2.10 60 | 0.78 51 | 4.30 101 | 2.96 111 | 1.85 280 | 3.22 63 | 2.25 279 | 6.05 57 | 2.69 66 | 1.80 68 | 5.44 156 | 0.23 4 | 2.01 99 | 7.36 140 | 1.01 90 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.02 9 | 0.06 116 |
|
| 2.75w_new |  | 2.10 60 | 0.82 64 | 3.93 77 | 2.18 27 | 1.44 230 | 3.52 80 | 2.30 283 | 5.52 32 | 2.91 82 | 4.14 169 | 3.93 94 | 0.27 12 | 2.38 117 | 6.17 107 | 2.32 209 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.02 9 | 0.06 116 |
|
| 3w_stereo |  | 2.49 101 | 0.84 74 | 5.43 168 | 2.46 59 | 0.46 67 | 5.44 212 | 6.54 456 | 7.07 94 | 3.41 105 | 3.30 135 | 4.77 130 | 0.28 13 | 4.24 189 | 4.24 65 | 1.30 116 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.02 9 | 0.07 132 |
|
| 2w_stereo |  | 2.37 85 | 0.83 68 | 4.12 95 | 2.73 82 | 1.22 202 | 4.67 143 | 3.90 362 | 6.98 91 | 3.62 108 | 3.48 142 | 5.01 140 | 0.24 8 | 4.36 191 | 4.43 72 | 1.70 151 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.02 9 | 0.03 47 |
|
| 1w_stereo |  | 2.90 126 | 0.72 34 | 3.59 51 | 3.30 137 | 2.15 309 | 4.37 115 | 6.74 465 | 6.40 74 | 5.23 158 | 2.83 120 | 7.30 190 | 0.25 9 | 4.36 191 | 8.30 169 | 2.44 219 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| monsterstereo |  | 2.41 90 | 0.98 118 | 4.33 103 | 4.12 209 | 4.48 454 | 1.80 15 | 0.08 13 | 5.78 45 | 5.21 157 | 3.36 137 | 7.40 195 | 0.25 9 | 0.37 18 | 8.92 201 | 1.00 87 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.02 9 | 0.01 4 |
|
| monsters |  | 2.21 70 | 1.25 199 | 4.09 91 | 3.59 170 | 4.35 448 | 2.20 27 | 0.18 40 | 8.31 141 | 2.84 76 | 4.11 167 | 2.86 64 | 0.20 2 | 0.76 40 | 8.41 173 | 0.95 74 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.02 9 | 0.01 4 |
|
| DEFOM-Stereo_RVC |  | 3.18 152 | 6.90 576 | 3.85 69 | 10.48 560 | 1.59 248 | 4.71 149 | 0.47 64 | 8.39 146 | 2.76 70 | 2.34 97 | 3.12 68 | 0.74 44 | 7.20 332 | 9.02 210 | 1.62 143 | 0.00 1 | 0.14 395 | 0.00 1 | 0.19 422 | 0.02 9 | 0.03 47 |
|
| FoundationStereo |  | 1.26 13 | 0.73 36 | 2.84 11 | 2.65 75 | 0.58 91 | 2.31 28 | 0.61 76 | 3.40 5 | 1.57 21 | 1.89 72 | 0.09 4 | 2.61 125 | 2.90 136 | 2.37 16 | 0.60 20 | 0.04 274 | 0.04 149 | 0.00 1 | 0.00 1 | 0.02 9 | 0.03 47 |
|
| MonSter |  | 1.74 41 | 0.74 38 | 3.64 55 | 2.27 36 | 1.62 252 | 6.01 266 | 0.13 27 | 6.02 52 | 2.88 79 | 1.35 32 | 2.11 47 | 0.30 14 | 0.36 14 | 6.50 112 | 0.83 49 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 227 | 0.02 9 | 0.02 15 |
|
| DEFOM-Stereo |  | 2.21 70 | 0.88 89 | 3.63 54 | 3.42 145 | 0.89 158 | 13.14 421 | 0.83 97 | 4.68 13 | 1.96 40 | 2.72 116 | 1.66 43 | 0.59 33 | 0.54 28 | 8.53 177 | 0.68 29 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| CREStereo++_RVC |  | 4.61 226 | 0.99 123 | 3.70 60 | 4.08 204 | 2.01 300 | 3.94 94 | 0.10 21 | 9.10 165 | 16.94 358 | 8.65 254 | 16.77 311 | 4.46 173 | 2.18 106 | 5.72 96 | 3.12 266 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 653 | 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 |
| TANstereo |  | 4.70 231 | 1.08 148 | 4.01 82 | 3.53 160 | 0.47 68 | 14.26 444 | 0.15 33 | 8.67 157 | 12.54 294 | 12.50 295 | 18.43 329 | 5.20 194 | 4.54 212 | 5.68 94 | 2.07 188 | 0.00 1 | 0.13 378 | 0.00 1 | 0.01 187 | 0.02 9 | 0.63 440 |
|
| aanet-new-70k |  | 2.48 100 | 1.18 177 | 8.17 321 | 2.76 85 | 0.62 101 | 4.98 177 | 1.52 165 | 6.84 88 | 1.57 21 | 1.69 57 | 3.83 91 | 0.84 48 | 5.29 255 | 8.97 205 | 1.12 100 | 0.00 1 | 0.02 89 | 0.00 1 | 0.00 1 | 0.03 44 | 0.11 182 |
|
| aanet-new-78k |  | 2.47 98 | 1.27 204 | 10.18 427 | 3.08 119 | 0.28 18 | 2.19 26 | 1.35 144 | 6.66 82 | 1.44 15 | 1.58 49 | 4.08 96 | 1.02 51 | 6.47 305 | 8.61 180 | 0.83 49 | 0.00 1 | 0.04 149 | 0.00 1 | 0.00 1 | 0.03 44 | 0.22 302 |
|
| aanet-new-36k |  | 2.47 98 | 1.13 164 | 5.18 152 | 2.94 106 | 0.28 18 | 5.32 205 | 1.22 128 | 7.53 108 | 2.20 43 | 1.37 38 | 4.35 106 | 1.56 74 | 6.50 308 | 8.66 188 | 0.91 67 | 0.00 1 | 0.07 253 | 0.02 262 | 0.00 1 | 0.03 44 | 0.14 217 |
|
| PipStereo |  | 1.06 7 | 0.57 6 | 2.29 3 | 2.16 25 | 0.26 10 | 1.22 6 | 0.10 21 | 5.28 30 | 0.91 3 | 0.64 1 | 0.09 4 | 3.41 143 | 0.88 48 | 2.66 21 | 0.46 6 | 0.02 215 | 0.10 328 | 0.00 1 | 0.00 1 | 0.03 44 | 0.04 74 |
|
| PSi22b |  | 1.02 5 | 0.57 6 | 2.28 2 | 2.14 24 | 0.25 8 | 1.23 7 | 0.13 27 | 5.00 24 | 0.90 2 | 0.64 1 | 0.09 4 | 3.29 142 | 0.60 31 | 2.65 20 | 0.46 6 | 0.03 253 | 0.11 349 | 0.00 1 | 0.00 1 | 0.03 44 | 0.03 47 |
|
| PSi22a |  | 0.94 2 | 0.55 4 | 2.07 1 | 2.13 23 | 0.25 8 | 1.14 5 | 0.09 16 | 4.93 23 | 0.89 1 | 0.74 4 | 0.08 2 | 2.33 116 | 1.03 57 | 1.87 3 | 0.49 10 | 0.01 137 | 0.05 187 | 0.00 1 | 0.00 1 | 0.03 44 | 0.03 47 |
|
| LACA3 |  | 1.38 18 | 0.90 103 | 2.71 8 | 1.21 1 | 0.85 152 | 2.34 30 | 1.64 188 | 4.58 12 | 1.22 8 | 1.13 19 | 0.63 23 | 0.64 39 | 0.61 33 | 8.78 192 | 0.31 1 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.03 44 | 0.00 1 |
|
| Foundation-i1 |  | 3.56 180 | 0.63 19 | 2.94 18 | 3.20 126 | 3.52 392 | 6.18 274 | 4.51 383 | 12.68 243 | 5.38 161 | 5.96 218 | 6.16 173 | 7.37 253 | 4.87 235 | 6.38 110 | 1.27 115 | 0.02 215 | 0.09 308 | 0.00 1 | 0.00 1 | 0.03 44 | 0.04 74 |
|
| Foundation-i32 |  | 0.97 3 | 0.54 3 | 2.57 5 | 2.24 33 | 0.21 7 | 1.31 9 | 0.09 16 | 4.21 6 | 0.95 5 | 1.20 25 | 0.42 15 | 2.79 133 | 0.29 11 | 1.78 2 | 0.54 12 | 0.02 215 | 0.08 289 | 0.03 283 | 0.00 1 | 0.03 44 | 0.03 47 |
|
| Test_v1 |  | 1.60 37 | 0.76 46 | 3.26 35 | 2.18 27 | 1.25 204 | 2.17 25 | 0.16 35 | 7.01 92 | 3.12 90 | 1.44 42 | 2.91 65 | 1.49 68 | 1.02 56 | 4.48 76 | 0.68 29 | 0.01 137 | 0.04 149 | 0.00 1 | 0.00 1 | 0.03 44 | 0.04 74 |
|
| DispViT+ |  | 2.39 88 | 0.66 30 | 3.18 33 | 1.32 3 | 5.13 493 | 2.80 46 | 0.09 16 | 12.73 244 | 6.26 183 | 1.59 50 | 1.01 30 | 0.71 43 | 1.06 58 | 9.26 217 | 1.35 121 | 0.62 511 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 44 | 0.02 15 |
|
| BLMT-Stereo |  | 0.99 4 | 0.51 2 | 3.10 28 | 2.65 75 | 0.36 40 | 0.56 2 | 0.27 49 | 1.94 2 | 1.86 36 | 1.00 12 | 2.57 56 | 1.18 57 | 0.15 1 | 1.90 4 | 1.49 129 | 0.14 358 | 0.01 34 | 0.00 1 | 0.02 227 | 0.03 44 | 0.03 47 |
|
| NLSM3 |  | 3.19 154 | 0.86 84 | 3.90 74 | 3.11 120 | 4.00 422 | 3.18 61 | 0.55 72 | 13.79 275 | 8.23 236 | 3.39 140 | 6.88 186 | 1.79 90 | 3.97 176 | 7.12 133 | 3.01 254 | 0.01 137 | 0.00 1 | 0.05 316 | 0.00 1 | 0.03 44 | 0.01 4 |
|
| Zero-FE251 |  | 2.73 111 | 1.57 310 | 5.05 142 | 4.17 212 | 1.92 292 | 7.26 314 | 0.75 89 | 7.75 119 | 3.01 86 | 4.88 195 | 2.40 52 | 5.44 202 | 4.17 186 | 4.39 70 | 1.31 118 | 0.27 426 | 0.06 224 | 0.04 305 | 0.03 252 | 0.03 44 | 0.12 192 |
|
| 4w-stereo |  | 2.03 55 | 0.98 118 | 4.12 95 | 2.31 44 | 1.96 294 | 3.70 87 | 0.61 76 | 6.37 73 | 2.37 50 | 2.10 86 | 4.19 99 | 0.33 19 | 3.33 152 | 7.03 129 | 1.12 100 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 44 | 0.08 147 |
|
| IGEV |   | 1.86 48 | 0.58 8 | 3.90 74 | 2.40 54 | 3.49 391 | 4.20 107 | 0.97 110 | 7.16 97 | 3.22 92 | 2.00 81 | 4.16 98 | 0.26 11 | 0.62 35 | 3.40 39 | 0.65 26 | 0.03 253 | 0.09 308 | 0.00 1 | 0.00 1 | 0.03 44 | 0.02 15 |
|
| LG-Stereo_L2 |  | 1.59 34 | 0.87 87 | 4.31 102 | 2.54 68 | 0.69 116 | 2.76 44 | 0.44 60 | 6.85 89 | 1.57 21 | 1.59 50 | 0.39 14 | 0.39 24 | 0.52 25 | 7.85 157 | 0.82 47 | 0.04 274 | 0.12 362 | 0.00 1 | 0.00 1 | 0.03 44 | 0.02 15 |
|
| LG-Stereo_L1 |  | 1.59 34 | 0.89 94 | 4.07 89 | 2.55 70 | 0.95 166 | 2.93 49 | 0.50 66 | 6.75 84 | 1.54 18 | 1.32 31 | 0.24 10 | 0.50 29 | 0.59 30 | 7.91 158 | 0.85 57 | 0.04 274 | 0.12 362 | 0.01 237 | 0.00 1 | 0.03 44 | 0.02 15 |
|
| MLG-Stereo_test1 |  | 1.51 26 | 0.65 28 | 3.00 20 | 2.47 60 | 2.46 331 | 2.84 47 | 0.16 35 | 5.64 36 | 1.77 32 | 0.98 11 | 0.09 4 | 1.53 71 | 0.52 25 | 7.44 143 | 0.56 15 | 0.02 215 | 0.09 308 | 0.00 1 | 0.03 252 | 0.03 44 | 0.02 15 |
|
| MLG-Stereo |  | 1.48 22 | 0.65 28 | 3.04 24 | 2.52 64 | 0.79 143 | 3.11 58 | 0.16 35 | 6.26 64 | 1.80 34 | 0.84 5 | 0.10 8 | 1.51 70 | 0.65 37 | 7.44 143 | 0.53 11 | 0.02 215 | 0.09 308 | 0.00 1 | 0.03 252 | 0.03 44 | 0.02 15 |
|
| Reg-Stereo(zero) |  | 4.54 221 | 0.68 31 | 4.39 108 | 3.20 126 | 1.30 208 | 3.29 69 | 0.89 104 | 16.64 326 | 12.89 301 | 10.01 266 | 10.70 245 | 10.29 295 | 4.51 209 | 8.83 198 | 2.63 232 | 0.01 137 | 0.14 395 | 0.00 1 | 0.13 384 | 0.03 44 | 0.17 254 |
|
| TS12 |  | 2.64 106 | 0.78 51 | 3.08 27 | 2.06 18 | 0.32 25 | 6.38 286 | 0.20 42 | 8.17 134 | 4.25 122 | 2.93 122 | 10.46 241 | 1.46 66 | 3.07 140 | 7.82 155 | 1.77 155 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.04 65 | 0.02 15 |
|
| LiteMatch* |   | 1.32 16 | 0.85 81 | 4.93 133 | 2.28 41 | 0.28 18 | 2.07 21 | 0.03 8 | 4.90 22 | 2.57 58 | 1.39 40 | 0.67 24 | 1.58 75 | 0.52 25 | 3.52 44 | 0.69 33 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.04 65 | 0.06 116 |
|
| aanet-new-60k |  | 2.64 106 | 1.31 219 | 9.62 396 | 2.69 80 | 0.91 161 | 6.94 308 | 1.66 191 | 6.67 83 | 1.57 21 | 1.53 47 | 3.90 93 | 2.64 128 | 3.38 154 | 8.81 197 | 0.90 64 | 0.00 1 | 0.07 253 | 0.01 237 | 0.01 187 | 0.04 65 | 0.20 283 |
|
| aanet-new-40k |  | 2.30 76 | 1.29 211 | 8.15 317 | 2.62 74 | 2.23 314 | 5.47 214 | 1.80 232 | 6.79 86 | 1.59 26 | 1.14 20 | 4.71 124 | 1.12 55 | 5.55 262 | 2.35 14 | 0.85 57 | 0.00 1 | 0.06 224 | 0.02 262 | 0.04 275 | 0.04 65 | 0.18 264 |
|
| Pro-Stereo |  | 1.58 33 | 0.49 1 | 3.02 23 | 2.86 96 | 0.49 74 | 5.49 215 | 0.77 92 | 2.05 4 | 1.90 38 | 1.48 46 | 1.19 36 | 1.46 66 | 0.15 1 | 8.09 166 | 1.54 133 | 0.16 369 | 0.03 128 | 0.00 1 | 0.30 486 | 0.04 65 | 0.02 15 |
|
| 252Zero-FE |  | 1.52 27 | 0.84 74 | 3.49 50 | 2.85 95 | 0.54 84 | 1.97 20 | 0.08 13 | 6.14 60 | 4.11 118 | 1.76 65 | 3.45 80 | 0.16 1 | 0.27 6 | 3.61 48 | 0.82 47 | 0.01 137 | 0.10 328 | 0.08 358 | 0.04 275 | 0.04 65 | 0.03 47 |
|
| Monster-pub-mixall |  | 1.84 47 | 0.85 81 | 3.45 48 | 2.27 36 | 0.94 165 | 2.43 32 | 0.54 71 | 6.32 71 | 2.65 65 | 3.04 130 | 3.56 81 | 0.38 23 | 0.49 22 | 8.93 202 | 0.74 37 | 0.01 137 | 0.06 224 | 0.00 1 | 0.00 1 | 0.04 65 | 0.04 74 |
|
| AdaDepth |  | 2.20 68 | 0.82 64 | 4.90 131 | 3.27 134 | 2.91 362 | 3.54 83 | 0.70 84 | 5.30 31 | 3.05 88 | 1.73 61 | 3.31 73 | 0.49 28 | 1.60 78 | 10.91 281 | 0.96 75 | 0.03 253 | 0.11 349 | 0.00 1 | 0.23 443 | 0.04 65 | 0.03 47 |
|
| MLG-Stereo_test2 |  | 1.52 27 | 0.64 22 | 2.81 10 | 2.52 64 | 1.79 274 | 2.76 44 | 0.16 35 | 4.70 14 | 1.80 34 | 1.75 63 | 0.08 2 | 3.21 141 | 0.17 3 | 7.28 136 | 0.64 23 | 0.02 215 | 0.11 349 | 0.00 1 | 0.00 1 | 0.04 65 | 0.03 47 |
|
| Pointernet |  | 3.22 158 | 0.84 74 | 5.79 202 | 3.22 130 | 0.35 37 | 5.27 203 | 0.37 55 | 16.46 323 | 5.96 176 | 4.11 167 | 6.81 183 | 4.84 186 | 2.73 131 | 4.78 80 | 2.52 224 | 0.00 1 | 0.15 402 | 0.00 1 | 0.22 434 | 0.04 65 | 0.02 15 |
|
| U |  | 3.65 187 | 0.64 22 | 5.91 206 | 3.91 196 | 11.89 629 | 11.50 389 | 0.20 42 | 7.66 115 | 5.38 161 | 1.79 67 | 2.55 55 | 0.76 45 | 1.61 79 | 2.34 13 | 0.70 34 | 0.00 1 | 0.04 149 | 10.60 643 | 5.47 632 | 0.04 65 | 0.02 15 |
|
| trnet |  | 3.62 184 | 0.95 110 | 3.30 37 | 2.21 30 | 0.56 88 | 5.67 239 | 0.42 58 | 10.62 205 | 13.30 310 | 6.89 228 | 10.45 240 | 5.78 208 | 3.69 170 | 5.80 98 | 2.61 228 | 0.00 1 | 0.02 89 | 0.03 283 | 0.01 187 | 0.04 65 | 0.02 15 |
|
| Any-RAFT |  | 6.04 299 | 1.16 171 | 4.52 113 | 4.47 246 | 1.20 199 | 10.46 362 | 1.97 258 | 21.84 408 | 15.52 341 | 11.21 282 | 19.37 341 | 13.34 353 | 4.72 228 | 8.65 186 | 2.03 184 | 0.01 137 | 0.19 433 | 0.00 1 | 0.00 1 | 0.04 65 | 0.08 147 |
|
| CREStereo |  | 3.58 181 | 1.05 137 | 3.35 40 | 2.17 26 | 0.59 94 | 5.61 226 | 0.40 56 | 10.50 199 | 13.34 312 | 6.93 230 | 10.44 239 | 5.29 199 | 3.47 158 | 5.82 99 | 2.62 231 | 0.01 137 | 0.01 34 | 0.02 262 | 0.01 187 | 0.04 65 | 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 |
| aanet-new-90k |  | 2.42 92 | 1.26 202 | 9.16 379 | 2.92 103 | 1.53 241 | 3.13 59 | 1.43 151 | 6.60 79 | 1.73 30 | 0.84 5 | 3.32 74 | 0.91 50 | 5.09 246 | 9.29 219 | 0.80 42 | 0.00 1 | 0.05 187 | 0.00 1 | 0.00 1 | 0.05 79 | 0.25 326 |
|
| aanet-new |  | 3.09 144 | 1.23 190 | 5.57 188 | 4.01 201 | 2.64 345 | 10.34 361 | 1.80 232 | 7.22 99 | 1.74 31 | 1.88 71 | 5.05 144 | 2.33 116 | 7.68 338 | 9.12 212 | 0.99 79 | 0.01 137 | 0.07 253 | 0.00 1 | 0.00 1 | 0.05 79 | 0.05 102 |
|
| GCAP-Stereo-cres-4k |  | 2.74 113 | 1.02 128 | 5.23 153 | 4.54 250 | 2.61 340 | 9.27 350 | 1.75 218 | 7.23 100 | 3.64 109 | 1.98 77 | 5.02 141 | 2.28 114 | 5.13 247 | 3.57 47 | 1.16 110 | 0.00 1 | 0.13 378 | 0.00 1 | 0.02 227 | 0.05 79 | 0.13 207 |
|
| RT-Monster |  | 5.07 238 | 1.10 156 | 4.69 119 | 3.44 146 | 4.24 433 | 5.19 197 | 0.81 95 | 12.47 231 | 19.77 392 | 13.38 328 | 13.37 280 | 9.84 288 | 3.27 148 | 7.69 150 | 1.91 168 | 0.04 274 | 0.08 289 | 0.00 1 | 0.00 1 | 0.05 79 | 0.12 192 |
|
| MLG-Stereo_test3 |  | 1.57 31 | 0.69 33 | 3.82 68 | 2.19 29 | 1.34 222 | 3.92 93 | 0.25 47 | 5.89 49 | 1.27 11 | 0.91 9 | 1.07 31 | 1.99 101 | 0.64 36 | 6.09 105 | 1.10 97 | 0.03 253 | 0.09 308 | 0.00 1 | 0.00 1 | 0.05 79 | 0.04 74 |
|
| castereo++ |  | 3.52 178 | 1.28 207 | 3.96 78 | 3.76 187 | 2.61 340 | 16.87 507 | 1.95 257 | 7.57 111 | 8.51 241 | 2.26 93 | 4.54 114 | 5.10 190 | 2.04 102 | 8.75 191 | 0.74 37 | 0.00 1 | 0.15 402 | 0.00 1 | 0.35 504 | 0.05 79 | 0.02 15 |
|
| PFNet+ |  | 6.68 321 | 1.40 245 | 9.60 395 | 5.64 342 | 0.85 152 | 5.79 247 | 1.74 215 | 13.63 265 | 15.30 334 | 17.88 432 | 21.38 381 | 14.52 373 | 6.07 284 | 12.74 386 | 4.89 345 | 0.63 513 | 0.20 439 | 0.11 402 | 0.30 486 | 0.05 79 | 0.91 487 |
|
| MGA |  | 1.52 27 | 0.75 41 | 3.13 32 | 2.32 45 | 1.59 248 | 3.94 94 | 0.86 100 | 4.84 18 | 2.96 83 | 1.47 44 | 1.42 40 | 1.41 65 | 0.19 4 | 4.46 74 | 0.75 39 | 0.03 253 | 0.15 402 | 0.00 1 | 0.00 1 | 0.06 86 | 0.04 74 |
|
| CAR |  | 1.55 30 | 0.76 46 | 3.35 40 | 2.32 45 | 1.32 214 | 3.23 64 | 0.68 80 | 5.27 27 | 2.97 84 | 2.35 98 | 0.87 28 | 1.67 77 | 0.35 12 | 4.80 81 | 0.84 55 | 0.03 253 | 0.16 413 | 0.00 1 | 0.00 1 | 0.06 86 | 0.04 74 |
|
| MSE-Stereo |  | 1.49 24 | 0.75 41 | 3.35 40 | 2.32 45 | 1.32 214 | 3.23 64 | 0.68 80 | 5.27 27 | 2.97 84 | 1.47 44 | 0.87 28 | 1.67 77 | 0.35 12 | 4.46 74 | 0.75 39 | 0.03 253 | 0.15 402 | 0.00 1 | 0.00 1 | 0.06 86 | 0.04 74 |
|
| DF |  | 3.48 172 | 1.24 197 | 6.65 236 | 4.11 208 | 1.07 178 | 4.50 126 | 1.71 209 | 8.04 128 | 4.39 127 | 3.91 161 | 9.37 218 | 9.95 290 | 1.48 77 | 9.73 232 | 2.61 228 | 0.01 137 | 0.22 457 | 0.00 1 | 0.33 499 | 0.06 86 | 0.16 245 |
|
| Selective-IGEV-i32 |  | 3.06 140 | 1.11 159 | 4.98 135 | 3.56 162 | 1.63 255 | 4.72 150 | 2.15 269 | 10.74 209 | 4.55 129 | 2.94 124 | 4.60 117 | 5.53 204 | 1.78 91 | 10.82 276 | 1.69 148 | 0.00 1 | 0.01 34 | 0.00 1 | 0.14 390 | 0.06 86 | 0.13 207 |
|
| VMStereo-Base |   | 3.41 168 | 0.84 74 | 4.19 99 | 1.72 6 | 0.47 68 | 3.01 52 | 0.57 73 | 10.10 187 | 14.58 325 | 3.85 156 | 9.11 213 | 7.48 255 | 2.36 116 | 7.75 154 | 1.90 166 | 0.07 330 | 0.08 289 | 0.04 305 | 0.00 1 | 0.06 86 | 0.02 15 |
|
| VIP-Stereo |  | 3.13 146 | 1.39 243 | 4.85 127 | 3.02 116 | 4.34 446 | 15.03 462 | 1.76 224 | 5.70 38 | 3.66 110 | 1.87 70 | 5.38 150 | 2.42 118 | 1.84 96 | 9.45 222 | 1.65 147 | 0.00 1 | 0.08 289 | 0.00 1 | 0.00 1 | 0.06 86 | 0.13 207 |
|
| DA |  | 3.70 191 | 0.83 68 | 4.78 122 | 5.07 289 | 0.70 118 | 16.50 502 | 1.94 254 | 9.42 168 | 7.22 211 | 4.02 163 | 6.78 180 | 5.96 213 | 4.49 206 | 4.16 62 | 1.54 133 | 0.05 299 | 0.12 362 | 0.00 1 | 0.00 1 | 0.06 86 | 0.26 330 |
|
| GGEV |  | 3.70 191 | 0.83 68 | 4.78 122 | 5.07 289 | 0.70 118 | 16.50 502 | 1.94 254 | 9.42 168 | 7.22 211 | 4.02 163 | 6.78 180 | 5.96 213 | 4.49 206 | 4.16 62 | 1.54 133 | 0.05 299 | 0.12 362 | 0.00 1 | 0.00 1 | 0.06 86 | 0.26 330 |
|
| water-stereo |  | 3.66 188 | 0.84 74 | 4.79 125 | 3.60 171 | 0.79 143 | 5.03 187 | 0.89 104 | 12.93 246 | 5.45 166 | 5.82 211 | 14.74 288 | 6.51 229 | 4.76 232 | 3.37 38 | 3.26 275 | 0.03 253 | 0.13 378 | 0.09 370 | 0.04 275 | 0.06 86 | 0.07 132 |
|
| 3.25w_new |  | 2.24 74 | 0.88 89 | 3.97 79 | 2.28 41 | 1.34 222 | 6.00 263 | 1.19 125 | 6.56 77 | 3.26 97 | 3.90 158 | 3.77 87 | 0.62 34 | 2.46 124 | 7.46 146 | 0.99 79 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.06 86 | 0.06 116 |
|
| 3.25w |  | 2.24 74 | 0.88 89 | 3.97 79 | 2.28 41 | 1.34 222 | 6.01 266 | 1.19 125 | 6.56 77 | 3.26 97 | 3.90 158 | 3.77 87 | 0.62 34 | 2.46 124 | 7.44 143 | 0.99 79 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.06 86 | 0.06 116 |
|
| 3.75w |  | 2.32 81 | 0.89 94 | 3.85 69 | 2.45 57 | 3.23 377 | 8.15 332 | 1.42 149 | 5.77 44 | 2.79 74 | 2.60 107 | 4.64 121 | 0.31 18 | 2.77 133 | 6.56 114 | 0.94 71 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.06 86 | 0.05 102 |
|
| LG-G_1 |  | 2.14 63 | 0.64 22 | 4.04 85 | 3.18 124 | 0.37 42 | 11.00 381 | 0.60 74 | 6.27 66 | 1.55 19 | 1.28 28 | 1.15 34 | 1.34 63 | 2.14 104 | 8.08 164 | 0.99 79 | 0.04 274 | 0.12 362 | 0.00 1 | 0.00 1 | 0.06 86 | 0.03 47 |
|
| LG-G |  | 2.14 63 | 0.64 22 | 4.04 85 | 3.18 124 | 0.37 42 | 11.00 381 | 0.60 74 | 6.27 66 | 1.55 19 | 1.28 28 | 1.15 34 | 1.34 63 | 2.14 104 | 8.08 164 | 0.99 79 | 0.04 274 | 0.12 362 | 0.00 1 | 0.00 1 | 0.06 86 | 0.03 47 |
|
| SGD-Stereo |  | 1.88 49 | 0.76 46 | 3.80 66 | 2.37 52 | 0.33 34 | 3.48 76 | 0.93 107 | 6.52 76 | 2.22 44 | 3.84 155 | 1.08 32 | 1.78 86 | 1.34 68 | 8.32 170 | 0.70 34 | 0.09 336 | 0.01 34 | 0.00 1 | 0.00 1 | 0.06 86 | 0.03 47 |
|
| AIO_test |  | 2.59 104 | 0.89 94 | 4.07 89 | 3.70 180 | 2.35 325 | 5.35 207 | 2.39 292 | 8.10 131 | 4.33 124 | 1.35 32 | 4.60 117 | 4.27 169 | 1.35 70 | 7.29 138 | 0.71 36 | 0.76 529 | 0.07 253 | 0.00 1 | 0.09 353 | 0.06 86 | 0.03 47 |
|
| model_zeroshot |  | 5.12 241 | 1.53 289 | 9.70 407 | 5.33 326 | 1.54 245 | 8.71 341 | 2.23 277 | 15.60 307 | 8.29 237 | 13.74 332 | 10.02 228 | 10.57 299 | 2.97 137 | 8.47 175 | 2.61 228 | 0.02 215 | 0.18 426 | 0.14 423 | 0.25 459 | 0.06 86 | 0.34 367 |
|
| IGEV-Stereo++ |  | 2.20 68 | 0.79 56 | 3.67 59 | 3.72 181 | 3.17 372 | 3.39 72 | 0.10 21 | 8.37 145 | 3.77 112 | 2.11 87 | 4.25 102 | 2.01 102 | 4.78 233 | 2.96 29 | 0.59 18 | 0.01 137 | 0.02 89 | 0.08 358 | 0.00 1 | 0.06 86 | 0.05 102 |
|
| LoS_RVC |  | 3.72 193 | 2.57 474 | 3.90 74 | 4.27 228 | 7.61 584 | 5.39 210 | 2.90 322 | 7.29 103 | 3.84 114 | 3.67 149 | 10.20 233 | 3.66 155 | 4.48 204 | 6.19 108 | 2.14 199 | 0.01 137 | 0.03 128 | 0.00 1 | 0.00 1 | 0.06 86 | 6.15 611 |
|
| Selective-IGEV |  | 3.06 140 | 1.11 159 | 4.98 135 | 3.56 162 | 1.66 257 | 4.73 151 | 2.14 268 | 10.73 208 | 4.56 130 | 2.93 122 | 4.60 117 | 5.54 205 | 1.77 90 | 10.82 276 | 1.69 148 | 0.00 1 | 0.01 34 | 0.00 1 | 0.14 390 | 0.06 86 | 0.13 207 |
|
| RAFT-345 |  | 6.79 331 | 1.29 211 | 6.80 249 | 5.06 288 | 0.91 161 | 5.61 226 | 3.32 340 | 13.36 260 | 10.17 265 | 13.73 331 | 43.66 616 | 9.12 278 | 5.38 256 | 12.29 362 | 4.44 327 | 0.32 438 | 0.05 187 | 0.09 370 | 0.06 322 | 0.06 86 | 0.03 47 |
|
| AnonymousM |  | 6.33 306 | 11.42 612 | 3.06 25 | 3.93 197 | 1.49 237 | 4.54 129 | 3.29 334 | 11.00 211 | 7.70 223 | 16.52 400 | 9.38 219 | 9.07 276 | 3.97 176 | 7.10 132 | 3.01 254 | 0.43 472 | 0.07 253 | 22.69 656 | 7.67 642 | 0.06 86 | 0.21 294 |
|
| PMTNet |  | 5.36 255 | 0.97 117 | 3.42 44 | 1.97 11 | 1.30 208 | 8.96 342 | 0.69 83 | 12.33 228 | 12.16 287 | 8.50 250 | 11.35 255 | 6.09 215 | 4.50 208 | 9.34 220 | 2.70 235 | 22.71 660 | 0.01 34 | 0.04 305 | 0.02 227 | 0.06 86 | 0.01 4 |
|
| aanet-new-34k |  | 2.22 72 | 1.33 226 | 6.99 258 | 2.55 70 | 0.37 42 | 2.69 39 | 1.58 176 | 8.25 138 | 2.14 42 | 1.11 18 | 5.28 149 | 2.45 119 | 6.42 303 | 2.04 8 | 0.80 42 | 0.00 1 | 0.08 289 | 0.03 283 | 0.02 227 | 0.07 110 | 0.20 283 |
|
| aanet-new-28k |  | 2.16 65 | 1.14 166 | 7.58 284 | 2.96 111 | 0.49 74 | 4.51 128 | 1.81 236 | 6.35 72 | 2.32 46 | 1.74 62 | 4.46 111 | 1.54 72 | 4.71 226 | 2.29 12 | 0.81 45 | 0.00 1 | 0.04 149 | 0.00 1 | 0.29 479 | 0.07 110 | 0.08 147 |
|
| aanet-new-16k |  | 2.22 72 | 1.02 128 | 5.90 205 | 3.73 182 | 0.42 57 | 3.84 91 | 1.65 190 | 7.64 114 | 2.53 52 | 1.54 48 | 4.47 112 | 2.61 125 | 4.68 220 | 2.97 30 | 1.19 111 | 0.00 1 | 0.04 149 | 0.00 1 | 0.03 252 | 0.07 110 | 0.10 165 |
|
| asda |  | 1.95 54 | 0.81 60 | 4.14 97 | 2.66 78 | 1.93 293 | 3.30 70 | 0.86 100 | 5.92 50 | 3.10 89 | 2.41 100 | 3.10 67 | 0.63 37 | 2.99 139 | 5.57 91 | 1.48 128 | 0.02 215 | 0.01 34 | 0.00 1 | 0.00 1 | 0.07 110 | 0.07 132 |
|
| asd |  | 2.06 57 | 0.78 51 | 3.85 69 | 2.45 57 | 2.18 311 | 3.99 97 | 0.35 54 | 6.94 90 | 2.60 60 | 2.99 127 | 2.79 63 | 0.52 30 | 2.27 114 | 8.33 171 | 0.93 70 | 0.02 215 | 0.01 34 | 0.00 1 | 0.00 1 | 0.07 110 | 0.11 182 |
|
| qwe |  | 2.30 76 | 0.82 64 | 3.76 64 | 2.60 73 | 2.75 353 | 4.59 136 | 0.28 50 | 6.62 80 | 2.90 81 | 4.62 182 | 4.62 120 | 0.55 31 | 0.89 49 | 8.78 192 | 2.09 191 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.07 110 | 0.14 217 |
|
| depthmonostereo |  | 4.02 208 | 1.64 337 | 5.29 159 | 4.40 240 | 1.19 198 | 8.04 330 | 1.16 123 | 15.24 296 | 12.52 293 | 4.62 182 | 7.49 196 | 4.11 164 | 4.80 234 | 6.61 116 | 2.71 236 | 0.04 274 | 0.21 447 | 0.11 402 | 0.07 333 | 0.07 110 | 0.02 15 |
|
| 4.5_new |  | 1.82 45 | 0.79 56 | 3.44 46 | 2.35 50 | 1.84 277 | 5.69 241 | 1.28 132 | 5.59 34 | 2.60 60 | 3.74 150 | 3.37 75 | 0.43 25 | 0.97 53 | 3.16 36 | 0.98 77 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.07 110 | 0.16 245 |
|
| 4.5w-stereo |  | 1.83 46 | 0.79 56 | 3.45 48 | 2.35 50 | 1.84 277 | 5.69 241 | 1.29 135 | 5.59 34 | 2.60 60 | 3.75 151 | 3.37 75 | 0.43 25 | 0.97 53 | 3.16 36 | 0.98 77 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.07 110 | 0.16 245 |
|
| castereo |  | 3.96 203 | 1.45 262 | 4.33 103 | 3.73 182 | 1.04 173 | 6.35 284 | 7.23 483 | 9.95 185 | 15.86 349 | 3.01 128 | 7.69 198 | 3.59 153 | 7.43 335 | 5.17 88 | 1.88 164 | 0.03 253 | 0.13 378 | 0.00 1 | 0.26 465 | 0.07 110 | 0.03 47 |
|
| GIP-stereo |  | 2.66 108 | 1.00 124 | 4.00 81 | 4.99 283 | 3.41 383 | 3.38 71 | 0.77 92 | 8.73 158 | 5.69 173 | 2.08 85 | 5.38 150 | 4.13 165 | 3.21 144 | 5.21 89 | 1.05 95 | 0.01 137 | 0.06 224 | 0.00 1 | 0.00 1 | 0.07 110 | 0.04 74 |
|
| GCAP-BAT |  | 3.64 185 | 1.06 138 | 7.37 278 | 3.46 151 | 3.60 395 | 2.72 40 | 1.55 171 | 8.93 159 | 12.16 287 | 4.62 182 | 6.47 177 | 7.18 246 | 1.80 93 | 9.68 229 | 1.82 161 | 0.04 274 | 0.10 328 | 0.00 1 | 0.01 187 | 0.07 110 | 0.14 217 |
|
| MoCha-V2 |  | 3.20 155 | 0.92 106 | 4.82 126 | 5.09 292 | 0.40 49 | 4.63 141 | 1.37 146 | 9.81 182 | 5.41 163 | 5.58 206 | 5.26 148 | 2.63 127 | 6.48 306 | 9.90 238 | 1.15 106 | 0.02 215 | 0.24 476 | 0.00 1 | 0.25 459 | 0.07 110 | 0.04 74 |
|
| GCAPDPT-zeroshot |  | 3.64 185 | 1.06 138 | 7.35 277 | 3.46 151 | 3.60 395 | 2.72 40 | 1.55 171 | 8.93 159 | 12.16 287 | 4.62 182 | 6.47 177 | 7.18 246 | 1.80 93 | 9.68 229 | 1.81 159 | 0.04 274 | 0.10 328 | 0.00 1 | 0.01 187 | 0.07 110 | 0.14 217 |
|
| Selective-RAFT |  | 5.78 285 | 0.83 68 | 10.24 428 | 6.70 433 | 0.72 132 | 15.49 475 | 1.13 122 | 13.82 276 | 15.41 337 | 6.97 235 | 6.97 188 | 11.63 315 | 8.27 354 | 12.32 363 | 4.73 335 | 0.10 342 | 0.01 34 | 0.00 1 | 0.26 465 | 0.07 110 | 0.03 47 |
|
| Pruner-Stereo |  | 6.59 315 | 1.51 283 | 8.71 347 | 6.34 407 | 0.85 152 | 5.66 234 | 4.15 370 | 13.74 271 | 11.02 273 | 18.11 439 | 22.09 393 | 15.86 395 | 5.80 274 | 11.75 333 | 5.15 353 | 0.60 504 | 0.02 89 | 0.18 444 | 0.10 366 | 0.07 110 | 0.16 245 |
|
| s12784h |  | 5.87 287 | 0.88 89 | 4.11 94 | 3.01 115 | 0.51 78 | 18.49 526 | 0.98 112 | 18.89 367 | 17.60 369 | 12.52 297 | 12.46 271 | 7.87 259 | 5.01 242 | 11.05 287 | 3.13 268 | 0.73 526 | 0.01 34 | 0.04 305 | 0.00 1 | 0.07 110 | 0.01 4 |
|
| aanet-new-32k |  | 2.32 81 | 1.33 226 | 5.55 184 | 2.88 97 | 1.83 275 | 5.87 256 | 1.73 211 | 7.45 105 | 1.37 12 | 1.71 58 | 4.22 100 | 2.66 129 | 6.13 287 | 2.81 25 | 0.64 23 | 0.00 1 | 0.12 362 | 0.00 1 | 0.00 1 | 0.08 127 | 0.09 153 |
|
| aanet-new-30k |  | 2.32 81 | 1.33 226 | 5.55 184 | 2.88 97 | 1.83 275 | 5.87 256 | 1.73 211 | 7.45 105 | 1.37 12 | 1.71 58 | 4.22 100 | 2.66 129 | 6.13 287 | 2.81 25 | 0.64 23 | 0.00 1 | 0.12 362 | 0.00 1 | 0.00 1 | 0.08 127 | 0.09 153 |
|
| aanet-new-14k |  | 2.92 129 | 0.98 118 | 7.97 305 | 3.81 189 | 0.32 25 | 4.39 119 | 1.76 224 | 10.49 198 | 9.76 259 | 2.98 126 | 4.82 134 | 0.62 34 | 6.72 315 | 2.51 17 | 1.21 113 | 0.00 1 | 0.02 89 | 0.01 237 | 0.00 1 | 0.08 127 | 0.03 47 |
|
| aanet-new-8k |  | 2.87 122 | 1.08 148 | 5.00 141 | 3.55 161 | 0.36 40 | 5.96 259 | 1.77 227 | 9.42 168 | 4.81 137 | 2.01 83 | 3.89 92 | 1.30 62 | 6.79 323 | 9.92 239 | 1.42 126 | 0.01 137 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 127 | 0.04 74 |
|
| GASTEREO |  | 3.18 152 | 1.99 415 | 5.13 147 | 4.28 230 | 0.70 118 | 5.59 225 | 1.49 157 | 8.66 154 | 4.94 142 | 5.17 201 | 6.84 184 | 1.58 75 | 7.14 329 | 7.72 151 | 1.38 124 | 0.00 1 | 0.02 89 | 0.00 1 | 0.64 553 | 0.08 127 | 0.23 312 |
|
| DilatedVolume-Stereo |   | 4.23 215 | 1.38 241 | 5.58 191 | 3.85 194 | 1.58 246 | 10.80 373 | 1.02 114 | 11.59 216 | 5.65 171 | 11.75 284 | 9.98 223 | 4.54 180 | 3.29 151 | 9.83 235 | 3.01 254 | 0.05 299 | 0.18 426 | 0.08 358 | 0.23 443 | 0.08 127 | 0.06 116 |
|
| HI |  | 8.30 389 | 2.00 417 | 6.75 243 | 4.58 255 | 5.15 495 | 4.16 102 | 0.50 66 | 17.99 350 | 9.24 254 | 25.03 546 | 28.22 460 | 20.23 464 | 12.47 446 | 17.93 508 | 11.49 485 | 0.00 1 | 0.10 328 | 0.00 1 | 0.05 303 | 0.08 127 | 0.05 102 |
|
| CoSv |  | 8.30 389 | 2.00 417 | 6.75 243 | 4.58 255 | 5.15 495 | 4.16 102 | 0.50 66 | 17.99 350 | 9.24 254 | 25.03 546 | 28.22 460 | 20.23 464 | 12.47 446 | 17.93 508 | 11.49 485 | 0.00 1 | 0.10 328 | 0.00 1 | 0.05 303 | 0.08 127 | 0.05 102 |
|
| NF-Stereo |  | 6.72 325 | 1.59 316 | 8.93 353 | 6.60 426 | 0.73 137 | 6.27 280 | 3.38 341 | 20.21 391 | 18.01 375 | 13.22 324 | 19.46 345 | 11.82 319 | 6.16 289 | 12.39 367 | 4.74 336 | 0.33 440 | 0.06 224 | 0.20 455 | 0.23 443 | 0.08 127 | 0.05 102 |
|
| SST-Stereo |  | 6.60 318 | 1.46 263 | 8.37 326 | 6.68 431 | 0.77 140 | 6.01 266 | 1.93 252 | 14.68 286 | 9.24 254 | 19.09 462 | 20.43 361 | 16.86 410 | 8.59 358 | 13.49 415 | 3.80 299 | 0.22 399 | 0.05 187 | 0.13 418 | 0.00 1 | 0.08 127 | 0.05 102 |
|
| GCAP-Stereo-DPT26K |  | 2.09 59 | 1.04 135 | 5.75 198 | 2.56 72 | 0.65 109 | 2.75 42 | 1.75 218 | 8.35 143 | 1.65 28 | 2.30 96 | 3.44 79 | 1.73 81 | 3.12 142 | 5.03 87 | 1.14 105 | 0.00 1 | 0.00 1 | 0.00 1 | 0.26 465 | 0.09 137 | 0.11 182 |
|
| aanet-new-22k |  | 2.41 90 | 1.25 199 | 5.47 175 | 3.25 131 | 0.40 49 | 4.44 123 | 2.00 260 | 8.36 144 | 5.01 143 | 1.72 60 | 4.75 126 | 1.55 73 | 4.99 240 | 3.65 49 | 1.01 90 | 0.00 1 | 0.07 253 | 0.01 237 | 0.03 252 | 0.09 137 | 0.10 165 |
|
| aanet-new-10k |  | 2.69 109 | 1.23 190 | 9.26 381 | 4.00 200 | 0.52 82 | 8.39 337 | 1.89 247 | 7.92 123 | 1.69 29 | 2.89 121 | 2.99 66 | 2.76 131 | 5.48 259 | 3.07 33 | 1.35 121 | 0.00 1 | 0.11 349 | 0.05 316 | 0.04 275 | 0.09 137 | 0.04 74 |
|
| GCAP-Stereo-DPT-5K |  | 3.02 137 | 0.89 94 | 5.34 160 | 2.90 101 | 4.48 454 | 4.69 146 | 1.34 142 | 8.59 147 | 8.81 246 | 5.94 215 | 10.70 245 | 1.84 92 | 0.51 23 | 2.94 27 | 1.12 100 | 0.00 1 | 0.07 253 | 0.00 1 | 0.04 275 | 0.09 137 | 0.04 74 |
|
| GCAP-Stereo-DPT-2K |  | 3.06 140 | 0.86 84 | 5.37 164 | 2.84 92 | 4.43 452 | 4.03 98 | 1.27 131 | 7.50 107 | 7.27 215 | 6.46 222 | 12.28 269 | 2.19 112 | 0.60 31 | 4.86 83 | 0.90 64 | 0.00 1 | 0.07 253 | 0.00 1 | 0.08 339 | 0.09 137 | 0.05 102 |
|
| GCAP-Stereo-DPT-3K |  | 3.15 148 | 0.89 94 | 5.41 167 | 2.73 82 | 4.54 462 | 4.68 145 | 1.28 132 | 9.18 167 | 9.89 262 | 5.93 213 | 11.97 265 | 1.79 90 | 0.42 19 | 3.06 32 | 0.85 57 | 0.00 1 | 0.07 253 | 0.00 1 | 0.07 333 | 0.09 137 | 0.04 74 |
|
| BStereo |   | 3.05 139 | 1.51 283 | 15.51 520 | 2.95 108 | 1.03 170 | 5.97 260 | 3.41 342 | 6.02 52 | 5.56 169 | 2.75 118 | 1.76 45 | 2.49 122 | 0.78 41 | 7.72 151 | 3.07 262 | 0.01 137 | 0.03 128 | 0.04 305 | 0.09 353 | 0.09 137 | 0.17 254 |
|
| Wave_Phase_stereo |  | 3.68 189 | 1.51 283 | 15.51 520 | 2.95 108 | 1.03 170 | 12.63 412 | 3.41 342 | 11.91 220 | 5.56 169 | 2.75 118 | 1.76 45 | 2.49 122 | 0.78 41 | 7.72 151 | 3.07 262 | 0.01 137 | 0.03 128 | 0.04 305 | 0.09 353 | 0.09 137 | 0.17 254 |
|
| WQFJA1 |  | 4.56 224 | 1.18 177 | 5.44 169 | 3.48 153 | 5.88 539 | 13.44 427 | 1.59 177 | 11.97 221 | 8.85 250 | 4.92 196 | 5.44 156 | 6.20 218 | 5.05 243 | 10.03 244 | 7.60 410 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.09 137 | 0.10 165 |
|
| NLMM |  | 4.55 223 | 1.18 177 | 5.44 169 | 3.48 153 | 5.88 539 | 13.44 427 | 1.59 177 | 11.98 222 | 8.84 249 | 4.92 196 | 5.44 156 | 6.20 218 | 5.05 243 | 9.85 236 | 7.60 410 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.09 137 | 0.10 165 |
|
| NLSM1 |  | 4.91 234 | 1.17 174 | 5.72 197 | 4.31 237 | 5.71 529 | 13.78 432 | 1.41 147 | 14.12 278 | 9.85 261 | 5.22 203 | 10.88 250 | 4.43 172 | 4.74 230 | 10.99 284 | 5.64 368 | 0.00 1 | 0.00 1 | 0.01 237 | 0.00 1 | 0.09 137 | 0.04 74 |
|
| AIO-Stereo |   | 2.91 127 | 1.19 180 | 5.14 148 | 4.15 211 | 0.79 143 | 4.67 143 | 1.76 224 | 9.59 174 | 5.19 156 | 2.66 112 | 4.76 129 | 5.40 201 | 0.78 41 | 10.30 250 | 1.23 114 | 0.00 1 | 0.06 224 | 0.00 1 | 0.36 507 | 0.09 137 | 0.15 237 |
|
| test_for_model |  | 3.02 137 | 0.89 94 | 5.34 160 | 2.90 101 | 4.48 454 | 4.69 146 | 1.34 142 | 8.59 147 | 8.81 246 | 5.94 215 | 10.70 245 | 1.84 92 | 0.51 23 | 2.94 27 | 1.12 100 | 0.00 1 | 0.07 253 | 0.00 1 | 0.04 275 | 0.09 137 | 0.04 74 |
|
| DCANet-4 |  | 6.41 309 | 1.02 128 | 9.66 401 | 3.41 144 | 0.68 112 | 4.73 151 | 1.70 197 | 17.70 340 | 24.33 454 | 15.10 359 | 20.25 356 | 6.45 227 | 8.65 359 | 8.47 175 | 5.31 359 | 0.01 137 | 0.04 149 | 0.00 1 | 0.00 1 | 0.09 137 | 0.63 440 |
|
| fff |  | 6.83 334 | 1.55 297 | 7.28 271 | 3.56 162 | 0.32 25 | 4.73 151 | 1.70 197 | 15.75 309 | 31.87 523 | 15.11 360 | 20.25 356 | 6.90 238 | 12.80 454 | 8.63 183 | 5.33 360 | 0.01 137 | 0.04 149 | 0.00 1 | 0.00 1 | 0.09 137 | 0.63 440 |
|
| OCTAStereo |  | 6.74 328 | 1.59 316 | 8.96 360 | 6.60 426 | 0.72 132 | 6.25 277 | 3.50 344 | 20.20 385 | 18.03 376 | 13.21 321 | 19.45 343 | 12.07 331 | 6.16 289 | 12.36 366 | 4.78 337 | 0.35 447 | 0.06 224 | 0.20 455 | 0.23 443 | 0.09 137 | 0.05 102 |
|
| DEmStereo |  | 8.85 407 | 1.36 234 | 9.99 419 | 4.24 221 | 1.05 176 | 11.49 388 | 5.91 423 | 13.76 272 | 26.68 479 | 22.03 513 | 32.92 536 | 11.86 321 | 15.27 510 | 11.48 312 | 8.08 429 | 0.16 369 | 0.15 402 | 0.02 262 | 0.09 353 | 0.09 137 | 0.44 399 |
|
| RAFT_R40 |  | 6.91 338 | 1.53 289 | 8.45 334 | 6.79 439 | 0.77 140 | 5.86 254 | 3.82 360 | 14.85 289 | 14.53 324 | 18.05 438 | 20.03 353 | 17.06 412 | 8.69 360 | 13.40 412 | 3.84 303 | 0.14 358 | 0.02 89 | 0.14 423 | 0.00 1 | 0.09 137 | 0.05 102 |
|
| RE-Stereo |  | 6.73 326 | 1.58 313 | 8.94 355 | 6.59 423 | 0.71 123 | 6.27 280 | 3.51 346 | 20.20 385 | 17.99 373 | 13.21 321 | 19.46 345 | 11.94 323 | 6.20 291 | 12.34 364 | 4.79 340 | 0.34 444 | 0.05 187 | 0.20 455 | 0.23 443 | 0.09 137 | 0.05 102 |
|
| TVStereo |  | 6.73 326 | 1.58 313 | 8.94 355 | 6.59 423 | 0.71 123 | 6.27 280 | 3.51 346 | 20.20 385 | 17.99 373 | 13.21 321 | 19.46 345 | 11.94 323 | 6.20 291 | 12.34 364 | 4.79 340 | 0.34 444 | 0.05 187 | 0.20 455 | 0.23 443 | 0.09 137 | 0.05 102 |
|
| RAFT-RH_RVC |  | 7.73 369 | 1.25 199 | 6.99 258 | 4.83 269 | 0.90 160 | 11.76 392 | 1.53 167 | 13.00 250 | 14.43 323 | 17.51 425 | 46.41 629 | 11.02 306 | 6.30 299 | 12.68 380 | 4.93 347 | 0.51 491 | 0.04 149 | 0.12 406 | 0.13 384 | 0.09 137 | 0.09 153 |
|
| csc |  | 6.83 334 | 1.55 297 | 7.28 271 | 3.56 162 | 0.32 25 | 4.73 151 | 1.70 197 | 15.75 309 | 31.87 523 | 15.11 360 | 20.25 356 | 6.90 238 | 12.80 454 | 8.63 183 | 5.33 360 | 0.01 137 | 0.04 149 | 0.00 1 | 0.00 1 | 0.09 137 | 0.63 440 |
|
| cscssc |  | 6.83 334 | 1.55 297 | 7.28 271 | 3.56 162 | 0.32 25 | 4.73 151 | 1.70 197 | 15.75 309 | 31.87 523 | 15.11 360 | 20.25 356 | 6.90 238 | 12.80 454 | 8.63 183 | 5.33 360 | 0.01 137 | 0.04 149 | 0.00 1 | 0.00 1 | 0.09 137 | 0.63 440 |
|
| aanet-32k-new |  | 2.45 94 | 1.49 276 | 5.53 181 | 2.99 114 | 1.32 214 | 5.09 192 | 1.83 238 | 5.66 37 | 1.61 27 | 1.21 26 | 4.15 97 | 2.17 110 | 6.08 285 | 8.40 172 | 1.04 92 | 0.01 137 | 0.07 253 | 0.00 1 | 0.00 1 | 0.10 160 | 0.21 294 |
|
| NLMM1 |  | 5.21 246 | 1.29 211 | 6.55 233 | 3.79 188 | 5.49 516 | 12.43 409 | 3.31 339 | 12.18 226 | 15.22 331 | 7.19 238 | 8.46 203 | 5.22 195 | 4.60 217 | 12.03 341 | 6.29 382 | 0.00 1 | 0.02 89 | 0.00 1 | 0.00 1 | 0.10 160 | 0.07 132 |
|
| LGtest1 |  | 1.48 22 | 0.75 41 | 4.03 83 | 2.33 48 | 0.65 109 | 3.02 53 | 0.11 24 | 6.12 59 | 1.51 17 | 1.41 41 | 1.48 41 | 0.65 40 | 0.93 52 | 5.60 92 | 0.81 45 | 0.03 253 | 0.12 362 | 0.00 1 | 0.00 1 | 0.10 160 | 0.04 74 |
|
| gcap-zeroshot |  | 2.89 123 | 0.89 94 | 5.46 172 | 2.84 92 | 4.48 454 | 4.56 130 | 1.32 139 | 8.66 154 | 7.60 219 | 5.67 208 | 10.03 229 | 1.78 86 | 0.45 20 | 2.69 22 | 1.04 92 | 0.00 1 | 0.07 253 | 0.00 1 | 0.06 322 | 0.10 160 | 0.04 74 |
|
| testlalala |  | 2.89 123 | 0.89 94 | 5.46 172 | 2.84 92 | 4.48 454 | 4.56 130 | 1.32 139 | 8.66 154 | 7.60 219 | 5.67 208 | 10.03 229 | 1.78 86 | 0.45 20 | 2.69 22 | 1.04 92 | 0.00 1 | 0.07 253 | 0.00 1 | 0.06 322 | 0.10 160 | 0.04 74 |
|
| anonymousa |  | 9.03 411 | 1.62 331 | 8.03 312 | 4.19 217 | 5.53 518 | 15.37 469 | 3.81 359 | 18.55 359 | 21.20 411 | 18.28 443 | 30.99 503 | 20.79 467 | 13.42 463 | 10.58 258 | 7.57 407 | 0.00 1 | 0.05 187 | 0.29 488 | 0.18 409 | 0.10 160 | 0.11 182 |
|
| RCA-Stereo |  | 5.32 253 | 1.08 148 | 5.91 206 | 4.29 235 | 0.51 78 | 5.65 229 | 4.12 369 | 16.97 330 | 18.67 384 | 8.27 244 | 14.16 282 | 8.86 273 | 8.90 366 | 6.45 111 | 2.18 201 | 0.00 1 | 0.07 253 | 0.10 389 | 0.00 1 | 0.10 160 | 0.07 132 |
|
| DisPM |  | 6.43 311 | 1.31 219 | 8.36 325 | 6.61 428 | 1.06 177 | 5.83 248 | 3.82 360 | 13.04 252 | 11.63 279 | 16.38 395 | 23.88 412 | 12.80 338 | 6.50 308 | 13.03 403 | 3.04 259 | 0.51 491 | 0.01 34 | 0.08 358 | 0.15 399 | 0.10 160 | 0.42 393 |
|
| R-Stereo Train |  | 7.04 345 | 1.34 230 | 7.89 300 | 6.23 400 | 2.30 320 | 7.51 319 | 5.54 414 | 23.96 430 | 6.94 198 | 16.26 392 | 33.57 546 | 12.04 328 | 5.61 264 | 7.67 148 | 3.74 294 | 0.01 137 | 0.05 187 | 0.01 237 | 0.00 1 | 0.10 160 | 0.12 192 |
|
| RAFT-Stereo |   | 7.04 345 | 1.34 230 | 7.89 300 | 6.23 400 | 2.30 320 | 7.51 319 | 5.54 414 | 23.96 430 | 6.94 198 | 16.26 392 | 33.57 546 | 12.04 328 | 5.61 264 | 7.67 148 | 3.74 294 | 0.01 137 | 0.05 187 | 0.01 237 | 0.00 1 | 0.10 160 | 0.12 192 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| aanet-new-24k |  | 2.30 76 | 1.22 185 | 5.12 146 | 2.70 81 | 1.53 241 | 5.69 241 | 1.70 197 | 6.27 66 | 1.48 16 | 2.45 102 | 5.91 170 | 2.25 113 | 4.48 204 | 3.69 51 | 1.10 97 | 0.00 1 | 0.03 128 | 0.01 237 | 0.25 459 | 0.11 170 | 0.02 15 |
|
| GCAP-Stereo-DPT-cres |  | 2.79 118 | 0.82 64 | 4.94 134 | 2.88 97 | 4.51 460 | 7.85 327 | 1.68 193 | 7.92 123 | 2.72 68 | 2.50 104 | 5.74 168 | 3.82 159 | 6.75 320 | 2.59 19 | 0.94 71 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 170 | 0.03 47 |
|
| GCAP-Stereo-DPT-22K |  | 2.52 102 | 0.89 94 | 4.37 107 | 3.28 135 | 3.42 384 | 3.39 72 | 1.45 152 | 7.88 121 | 3.22 92 | 2.29 95 | 7.74 199 | 3.46 145 | 5.13 247 | 2.00 7 | 0.75 39 | 0.02 215 | 0.30 499 | 0.00 1 | 0.43 527 | 0.11 170 | 0.27 336 |
|
| gcap_with_dpt |  | 2.78 117 | 0.83 68 | 5.55 184 | 3.02 116 | 4.35 448 | 5.14 195 | 1.31 136 | 7.11 95 | 4.14 119 | 5.93 213 | 11.93 264 | 2.05 105 | 0.57 29 | 2.55 18 | 0.80 42 | 0.00 1 | 0.08 289 | 0.01 237 | 0.09 353 | 0.11 170 | 0.05 102 |
|
| WQFJX |  | 4.69 229 | 1.22 185 | 5.36 163 | 3.29 136 | 5.73 530 | 14.19 443 | 1.93 252 | 11.24 214 | 8.68 243 | 5.78 210 | 5.47 159 | 5.72 206 | 5.99 283 | 12.05 345 | 6.87 389 | 0.02 215 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 170 | 0.15 237 |
|
| aanet-new-12k |  | 2.30 76 | 0.79 56 | 8.45 334 | 4.28 230 | 0.45 66 | 4.57 133 | 1.75 218 | 8.28 140 | 2.63 64 | 2.70 113 | 1.35 39 | 1.74 82 | 4.57 213 | 3.03 31 | 1.10 97 | 0.01 137 | 0.03 128 | 0.07 347 | 0.01 187 | 0.12 175 | 0.06 116 |
|
| GCAP-Stereo-DPT-25K |  | 2.45 94 | 0.84 74 | 4.09 91 | 2.41 55 | 1.89 287 | 3.98 96 | 1.61 183 | 11.16 213 | 5.53 168 | 2.00 81 | 4.92 137 | 2.56 124 | 3.54 162 | 2.27 11 | 0.68 29 | 0.02 215 | 0.17 418 | 0.00 1 | 0.43 527 | 0.12 175 | 0.81 470 |
|
| FE-Mocha |  | 4.54 221 | 2.08 436 | 9.99 419 | 4.36 238 | 2.16 310 | 4.76 159 | 0.81 95 | 13.59 264 | 4.81 137 | 13.39 329 | 11.04 251 | 11.38 312 | 3.45 155 | 5.97 102 | 2.12 198 | 0.03 253 | 0.14 395 | 0.14 423 | 0.38 514 | 0.12 175 | 0.18 264 |
|
| IGEVStereo-DCA |  | 3.31 164 | 1.57 310 | 6.20 220 | 3.36 141 | 0.60 98 | 4.93 173 | 1.70 197 | 13.26 255 | 5.04 144 | 3.79 152 | 4.58 115 | 4.53 178 | 4.00 178 | 10.13 247 | 2.09 191 | 0.00 1 | 0.06 224 | 0.00 1 | 0.18 409 | 0.12 175 | 0.14 217 |
|
| rrr |  | 3.26 160 | 1.57 310 | 7.72 293 | 3.36 141 | 0.60 98 | 4.93 173 | 1.59 177 | 10.72 207 | 5.11 154 | 3.79 152 | 4.58 115 | 4.53 178 | 4.00 178 | 10.13 247 | 2.09 191 | 0.00 1 | 0.06 224 | 0.00 1 | 0.22 434 | 0.12 175 | 0.18 264 |
|
| LoS |  | 3.59 182 | 1.07 145 | 3.81 67 | 2.80 87 | 0.52 82 | 4.98 177 | 1.18 124 | 10.35 196 | 12.97 302 | 4.54 180 | 10.75 248 | 3.89 160 | 3.27 148 | 8.78 192 | 2.63 232 | 0.03 253 | 0.03 128 | 0.09 370 | 0.00 1 | 0.12 175 | 0.04 74 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| MC-Stereo |  | 3.99 206 | 0.95 110 | 4.70 121 | 5.09 292 | 0.44 65 | 3.77 89 | 1.79 230 | 9.86 184 | 7.05 209 | 6.34 221 | 13.35 279 | 6.83 236 | 6.34 301 | 10.80 274 | 1.75 154 | 0.00 1 | 0.11 349 | 0.06 336 | 0.24 453 | 0.12 175 | 0.14 217 |
|
| AAGNet |  | 7.94 377 | 1.48 270 | 9.34 386 | 7.13 457 | 0.70 118 | 5.85 252 | 5.16 399 | 15.40 301 | 14.01 315 | 20.13 482 | 24.03 413 | 15.28 388 | 11.52 423 | 12.05 345 | 15.47 521 | 0.63 513 | 0.06 224 | 0.32 494 | 0.01 187 | 0.12 175 | 0.09 153 |
|
| CCAANet |  | 8.49 395 | 1.02 128 | 6.27 226 | 4.28 230 | 3.71 401 | 14.83 459 | 7.11 477 | 19.18 372 | 12.24 290 | 10.49 273 | 41.14 596 | 14.52 373 | 12.69 452 | 13.69 424 | 7.65 413 | 0.68 517 | 0.04 149 | 0.02 262 | 0.00 1 | 0.12 175 | 0.06 116 |
|
| GCAP-Stereo-DPT-FT |  | 3.37 166 | 5.20 547 | 20.75 573 | 3.26 132 | 3.66 398 | 3.19 62 | 1.77 227 | 8.61 152 | 2.83 75 | 2.16 90 | 3.61 85 | 3.75 156 | 3.63 169 | 3.13 35 | 1.41 125 | 0.05 299 | 0.12 362 | 0.00 1 | 0.01 187 | 0.13 184 | 0.22 302 |
|
| xyz-stereo |  | 13.23 529 | 0.83 68 | 38.70 619 | 2.53 67 | 0.83 151 | 41.19 647 | 4.82 397 | 13.68 266 | 26.28 475 | 22.98 525 | 37.78 574 | 29.35 546 | 18.53 553 | 18.11 511 | 7.85 420 | 0.22 399 | 0.03 128 | 0.64 529 | 0.01 187 | 0.13 184 | 0.06 116 |
|
| RSM |  | 3.10 145 | 0.98 118 | 4.86 128 | 4.17 212 | 1.08 181 | 4.76 159 | 1.83 238 | 10.14 189 | 4.21 120 | 3.38 139 | 4.34 104 | 7.82 257 | 1.75 89 | 10.69 265 | 1.64 146 | 0.00 1 | 0.03 128 | 0.00 1 | 0.18 409 | 0.13 184 | 0.07 132 |
|
| CASnet |  | 3.91 200 | 1.03 134 | 4.68 117 | 4.98 281 | 0.27 16 | 4.99 180 | 2.95 323 | 11.02 212 | 11.02 273 | 10.61 275 | 11.76 261 | 4.15 166 | 1.65 84 | 5.85 100 | 1.91 168 | 0.50 488 | 0.00 1 | 0.59 524 | 0.12 379 | 0.13 184 | 0.02 15 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| test_xeample3 |  | 3.34 165 | 1.54 294 | 7.67 290 | 3.33 140 | 0.68 112 | 5.74 244 | 1.63 186 | 12.05 223 | 3.88 116 | 6.71 223 | 3.81 90 | 3.17 140 | 3.34 153 | 10.59 260 | 2.07 188 | 0.00 1 | 0.02 89 | 0.00 1 | 0.27 472 | 0.13 184 | 0.16 245 |
|
| HSM-Net_RVC |   | 10.88 483 | 1.23 190 | 5.46 172 | 5.57 339 | 2.63 344 | 20.12 537 | 6.06 436 | 27.67 479 | 28.35 494 | 20.63 491 | 25.51 427 | 34.01 588 | 14.38 489 | 16.18 482 | 9.29 453 | 0.11 347 | 0.07 253 | 0.01 237 | 0.00 1 | 0.13 184 | 0.14 217 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| 111111 |  | 2.45 94 | 1.01 125 | 3.89 73 | 3.60 171 | 4.13 429 | 3.49 79 | 0.23 45 | 8.63 153 | 3.25 94 | 2.15 88 | 4.26 103 | 2.29 115 | 2.03 100 | 8.86 200 | 0.94 71 | 0.01 137 | 0.02 89 | 0.08 358 | 0.00 1 | 0.14 190 | 0.04 74 |
|
| GREAT-IGEV |   | 2.18 67 | 1.15 170 | 4.04 85 | 2.89 100 | 0.69 116 | 2.95 51 | 0.20 42 | 5.82 47 | 5.88 174 | 0.92 10 | 5.07 145 | 1.08 53 | 1.46 75 | 9.60 226 | 0.86 61 | 0.00 1 | 0.13 378 | 0.00 1 | 0.24 453 | 0.14 190 | 0.46 405 |
| Jiahao LI, Xinhong Chen, Zhengmin JIANG, Qian Zhou, Yung-Hui Li, Jianping Wang: Global Regulation and Excitation via Attention Tuning for Stereo Matching. ICCV2025 |
| UGAM-zero |  | 6.91 338 | 1.47 265 | 13.65 492 | 4.24 221 | 1.67 259 | 5.51 216 | 0.72 87 | 17.44 336 | 6.74 193 | 14.56 344 | 15.84 300 | 24.16 505 | 14.20 484 | 12.79 387 | 3.96 309 | 0.00 1 | 0.22 457 | 0.02 262 | 0.58 549 | 0.14 190 | 0.27 336 |
|
| WCG-NET |  | 3.86 199 | 0.96 115 | 5.80 203 | 2.92 103 | 0.28 18 | 4.48 125 | 1.80 232 | 7.23 100 | 15.03 328 | 8.77 255 | 9.58 221 | 6.94 241 | 4.20 187 | 6.92 128 | 2.05 185 | 0.00 1 | 0.08 289 | 0.00 1 | 0.00 1 | 0.14 190 | 0.08 147 |
|
| WCG-NET(raft) |  | 4.57 225 | 1.16 171 | 6.01 212 | 2.95 108 | 0.19 4 | 5.09 192 | 2.01 261 | 10.28 193 | 15.34 336 | 8.64 253 | 11.43 258 | 9.63 285 | 5.06 245 | 10.96 283 | 2.19 202 | 0.00 1 | 0.13 378 | 0.00 1 | 0.01 187 | 0.14 190 | 0.12 192 |
|
| RSM++ |  | 3.08 143 | 1.04 135 | 5.27 156 | 4.25 226 | 0.50 76 | 5.04 188 | 2.63 308 | 10.11 188 | 4.34 125 | 3.16 132 | 4.66 122 | 6.73 232 | 1.87 98 | 9.96 241 | 1.69 148 | 0.00 1 | 0.00 1 | 0.01 237 | 0.18 409 | 0.14 190 | 0.10 165 |
|
| MSKI-zero shot |  | 4.76 233 | 1.56 306 | 5.98 210 | 5.14 303 | 1.13 187 | 6.55 295 | 1.55 171 | 12.76 245 | 8.06 229 | 10.44 272 | 11.50 259 | 13.47 359 | 2.38 117 | 12.07 351 | 1.90 166 | 0.01 137 | 0.20 439 | 0.02 262 | 0.29 479 | 0.14 190 | 0.14 217 |
|
| FENet |  | 7.94 377 | 1.01 125 | 6.72 239 | 5.87 365 | 2.07 303 | 11.11 384 | 2.03 263 | 21.39 401 | 20.81 403 | 17.14 416 | 22.65 399 | 14.43 370 | 11.54 426 | 12.97 397 | 7.89 421 | 0.15 367 | 0.24 476 | 0.03 283 | 0.02 227 | 0.14 190 | 0.62 439 |
|
| WQFJX1 |  | 4.68 227 | 1.09 154 | 5.54 183 | 4.07 202 | 5.82 534 | 10.92 380 | 3.99 363 | 10.31 194 | 10.17 265 | 5.90 212 | 4.99 138 | 5.79 209 | 5.18 249 | 12.80 388 | 6.89 391 | 0.01 137 | 0.00 1 | 0.01 237 | 0.00 1 | 0.15 198 | 0.06 116 |
|
| AIO_rvc |  | 2.81 119 | 1.10 156 | 4.88 129 | 3.63 174 | 2.59 339 | 5.36 208 | 1.85 241 | 8.21 137 | 4.37 126 | 1.60 52 | 4.74 125 | 4.74 183 | 1.16 61 | 10.10 246 | 1.13 104 | 0.47 482 | 0.04 149 | 0.00 1 | 0.04 275 | 0.15 198 | 0.12 192 |
|
| RAFT-Stereo-weight |  | 5.07 238 | 0.93 109 | 5.57 188 | 4.24 221 | 0.72 132 | 6.05 271 | 1.63 186 | 17.77 342 | 17.16 359 | 10.99 280 | 10.22 235 | 12.06 330 | 1.67 86 | 9.25 216 | 2.69 234 | 0.06 319 | 0.11 349 | 0.00 1 | 0.00 1 | 0.15 198 | 0.12 192 |
|
| MaDis-Stereo |  | 2.73 111 | 1.56 306 | 6.21 225 | 2.96 111 | 2.45 330 | 1.80 15 | 0.28 50 | 7.43 104 | 5.07 150 | 2.57 105 | 3.43 78 | 7.13 243 | 4.71 226 | 5.74 97 | 2.91 248 | 0.00 1 | 0.05 187 | 0.00 1 | 0.00 1 | 0.15 198 | 0.12 192 |
|
| DCRE |  | 6.07 301 | 1.75 368 | 8.41 330 | 7.20 459 | 3.82 409 | 6.48 289 | 4.18 374 | 15.52 304 | 10.42 267 | 9.24 259 | 22.47 398 | 11.71 317 | 5.46 257 | 10.62 262 | 3.02 257 | 0.02 215 | 0.26 487 | 0.05 316 | 0.30 486 | 0.15 198 | 0.24 319 |
|
| FTStereo |  | 8.67 402 | 1.13 164 | 6.04 214 | 6.04 386 | 2.39 327 | 7.86 328 | 12.05 565 | 17.72 341 | 8.33 238 | 20.16 483 | 41.41 599 | 16.10 403 | 12.64 451 | 10.80 274 | 4.37 325 | 0.18 376 | 0.01 34 | 0.09 370 | 0.16 402 | 0.15 198 | 5.71 606 |
|
| RASNet |  | 11.59 493 | 1.71 353 | 10.36 431 | 6.30 404 | 5.66 524 | 15.48 474 | 6.12 437 | 34.50 576 | 20.86 404 | 16.61 403 | 32.51 530 | 22.04 480 | 23.00 575 | 19.44 527 | 16.15 527 | 0.71 520 | 0.03 128 | 0.05 316 | 0.01 187 | 0.15 198 | 0.13 207 |
|
| HSM |  | 11.33 487 | 1.80 388 | 7.04 262 | 6.13 395 | 3.99 420 | 16.16 492 | 6.92 471 | 29.69 508 | 19.39 388 | 22.95 524 | 26.05 436 | 41.08 624 | 15.79 517 | 20.25 544 | 8.89 449 | 0.02 215 | 0.03 128 | 0.01 237 | 0.00 1 | 0.15 198 | 0.34 367 |
|
| FlowAnything_test |  | 3.13 146 | 1.42 250 | 6.59 234 | 8.69 506 | 1.35 225 | 8.70 340 | 2.51 299 | 7.60 113 | 3.03 87 | 4.10 166 | 2.67 61 | 3.52 152 | 0.75 39 | 5.86 101 | 4.48 329 | 0.06 319 | 0.03 128 | 0.15 430 | 0.66 554 | 0.16 206 | 0.18 264 |
|
| MSCF |  | 3.01 135 | 1.87 394 | 5.23 153 | 3.98 199 | 0.70 118 | 5.42 211 | 1.48 153 | 8.59 147 | 4.59 133 | 5.05 198 | 6.40 176 | 1.76 85 | 7.07 327 | 5.69 95 | 1.36 123 | 0.00 1 | 0.02 89 | 0.00 1 | 0.63 552 | 0.16 206 | 0.24 319 |
|
| xyz-stereo-finetune |  | 5.39 257 | 1.47 265 | 5.53 181 | 2.65 75 | 0.30 23 | 11.94 397 | 3.28 332 | 12.96 247 | 21.28 412 | 8.14 241 | 12.32 270 | 6.19 217 | 3.62 168 | 11.80 335 | 5.98 374 | 0.01 137 | 0.02 89 | 0.00 1 | 0.02 227 | 0.16 206 | 0.04 74 |
|
| EKT-Stereo |  | 5.73 281 | 1.42 250 | 7.85 297 | 7.16 458 | 5.35 509 | 5.22 198 | 4.41 379 | 18.13 353 | 14.05 316 | 8.77 255 | 12.85 275 | 9.55 284 | 4.26 190 | 11.19 300 | 2.45 220 | 0.45 476 | 0.23 465 | 0.07 347 | 0.10 366 | 0.16 206 | 0.87 481 |
|
| RAFT-Test |  | 5.75 284 | 1.32 223 | 6.77 247 | 4.07 202 | 1.71 263 | 9.95 354 | 1.56 175 | 15.78 312 | 8.34 240 | 12.73 311 | 23.83 410 | 11.80 318 | 4.69 221 | 8.99 206 | 2.57 226 | 0.01 137 | 0.29 496 | 0.00 1 | 0.38 514 | 0.16 206 | 0.07 132 |
|
| IIG-Stereo |  | 7.41 358 | 2.13 445 | 8.55 340 | 10.02 547 | 1.76 269 | 6.82 305 | 1.53 167 | 17.17 334 | 15.84 348 | 18.74 457 | 20.30 360 | 18.01 437 | 8.39 356 | 12.89 391 | 5.22 355 | 0.27 426 | 0.03 128 | 0.03 283 | 0.00 1 | 0.16 206 | 0.30 349 |
|
| PSM-softLoss |  | 6.61 319 | 1.60 320 | 9.42 389 | 6.48 414 | 0.88 156 | 5.65 229 | 2.04 264 | 22.64 418 | 8.77 244 | 13.95 335 | 22.11 395 | 13.01 342 | 5.22 251 | 12.73 384 | 6.05 375 | 0.49 485 | 0.06 224 | 0.27 477 | 0.56 547 | 0.16 206 | 0.06 116 |
|
| KMStereo |  | 6.61 319 | 1.60 320 | 9.42 389 | 6.48 414 | 0.88 156 | 5.65 229 | 2.04 264 | 22.64 418 | 8.77 244 | 13.95 335 | 22.11 395 | 13.01 342 | 5.22 251 | 12.73 384 | 6.05 375 | 0.49 485 | 0.06 224 | 0.27 477 | 0.56 547 | 0.16 206 | 0.06 116 |
|
| ASMatch |  | 7.40 357 | 1.42 250 | 8.49 338 | 5.09 292 | 2.00 299 | 4.74 156 | 2.62 307 | 16.54 325 | 13.17 305 | 17.08 413 | 34.75 554 | 13.13 349 | 10.33 397 | 12.04 344 | 4.82 342 | 0.05 299 | 0.24 476 | 0.21 460 | 0.17 407 | 0.16 206 | 0.97 491 |
|
| test-1 |  | 5.62 278 | 1.53 289 | 14.78 515 | 7.44 469 | 1.11 183 | 7.99 329 | 1.19 125 | 13.03 251 | 12.04 286 | 9.39 261 | 15.23 294 | 11.15 310 | 5.56 263 | 7.06 131 | 3.57 282 | 0.07 330 | 0.50 548 | 0.00 1 | 0.10 366 | 0.16 206 | 0.47 406 |
|
| HUF |  | 2.75 114 | 1.32 223 | 5.28 157 | 2.83 91 | 0.55 86 | 5.23 200 | 2.19 270 | 8.97 161 | 4.23 121 | 1.97 75 | 4.39 109 | 5.03 188 | 2.64 128 | 6.86 127 | 1.44 127 | 0.73 526 | 0.63 566 | 0.09 370 | 0.00 1 | 0.17 216 | 0.44 399 |
|
| TransformOpticalFlow |  | 7.76 370 | 1.90 397 | 9.31 384 | 5.50 337 | 1.18 197 | 6.97 309 | 8.27 495 | 17.86 348 | 13.21 306 | 14.58 345 | 29.13 469 | 19.01 449 | 10.85 402 | 12.51 376 | 3.69 292 | 0.01 137 | 0.04 149 | 0.20 455 | 0.04 275 | 0.17 216 | 0.84 475 |
|
| DIP-Stereo |  | 6.74 328 | 1.93 407 | 10.02 424 | 4.28 230 | 1.64 256 | 13.54 429 | 1.52 165 | 15.16 294 | 6.63 191 | 14.30 343 | 26.81 445 | 10.90 303 | 5.19 250 | 14.78 448 | 7.56 406 | 0.00 1 | 0.06 224 | 0.05 316 | 0.00 1 | 0.17 216 | 0.17 254 |
| Zihua Zheng, Ni Nie, Zhi Ling, Pengfei Xiong, Jiangyu Liu, Hao Wang, Jiankun Li: DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow. cvpr2022 |
| 11t1 |  | 5.86 286 | 1.10 156 | 7.74 295 | 5.18 310 | 1.44 230 | 13.82 435 | 2.36 285 | 14.92 290 | 7.26 214 | 12.98 317 | 11.10 252 | 11.24 311 | 9.30 374 | 11.59 322 | 6.54 384 | 0.10 342 | 0.16 413 | 0.00 1 | 0.01 187 | 0.18 219 | 0.23 312 |
|
| IER |  | 9.78 442 | 1.55 297 | 9.97 417 | 4.51 248 | 5.23 497 | 13.78 432 | 5.11 398 | 26.66 466 | 22.79 433 | 19.69 472 | 29.45 478 | 16.42 404 | 18.52 552 | 13.64 423 | 7.57 407 | 0.06 319 | 0.03 128 | 0.18 444 | 0.09 353 | 0.18 219 | 0.23 312 |
|
| DeepStereo_RVC |  | 5.65 279 | 1.65 339 | 9.06 371 | 5.21 316 | 0.56 88 | 5.55 223 | 1.84 240 | 12.16 225 | 7.22 211 | 13.94 334 | 14.96 290 | 12.58 333 | 10.27 395 | 11.25 304 | 5.81 372 | 0.39 462 | 0.10 328 | 0.11 402 | 0.00 1 | 0.18 219 | 0.22 302 |
|
| HCRNet |  | 8.80 406 | 1.43 254 | 7.74 295 | 14.41 611 | 5.25 499 | 10.85 375 | 2.56 304 | 26.07 459 | 18.04 377 | 15.48 371 | 25.03 420 | 18.63 446 | 9.93 389 | 13.01 400 | 6.76 387 | 0.04 274 | 0.04 149 | 0.10 389 | 0.01 187 | 0.18 219 | 0.38 380 |
|
| G2L-ROB |  | 9.43 430 | 1.49 276 | 8.01 310 | 5.66 346 | 4.08 425 | 11.74 391 | 7.70 491 | 29.33 501 | 18.14 378 | 19.72 473 | 21.64 386 | 22.32 485 | 11.02 409 | 16.47 490 | 10.74 476 | 0.02 215 | 0.01 34 | 0.00 1 | 0.00 1 | 0.19 223 | 0.33 363 |
|
| Occ-G |  | 3.68 189 | 1.07 145 | 4.68 117 | 3.11 120 | 1.26 206 | 3.63 84 | 6.75 466 | 7.88 121 | 4.90 141 | 4.37 176 | 8.36 202 | 9.68 287 | 4.39 194 | 9.65 227 | 3.23 274 | 0.00 1 | 0.11 349 | 0.00 1 | 0.19 422 | 0.19 223 | 0.07 132 |
|
| 4D-IteraStereo |  | 5.15 242 | 1.47 265 | 7.98 306 | 4.89 278 | 4.69 468 | 6.25 277 | 1.85 241 | 13.23 254 | 16.30 350 | 14.18 338 | 11.26 254 | 8.33 267 | 1.61 79 | 8.07 163 | 2.42 214 | 0.00 1 | 0.05 187 | 0.08 358 | 0.01 187 | 0.19 223 | 0.15 237 |
|
| OMP-Stereo |  | 6.93 340 | 2.57 474 | 9.03 369 | 10.63 562 | 1.72 264 | 4.89 169 | 1.91 249 | 17.84 344 | 15.56 342 | 16.69 406 | 14.16 282 | 17.70 430 | 7.33 333 | 12.93 394 | 4.83 343 | 0.24 413 | 0.03 128 | 0.06 336 | 0.02 227 | 0.19 223 | 0.39 383 |
|
| test_sample1 |  | 7.66 366 | 1.26 202 | 8.87 351 | 5.04 285 | 2.61 340 | 14.61 455 | 4.58 386 | 20.08 384 | 9.81 260 | 13.83 333 | 21.62 385 | 18.21 443 | 12.26 440 | 11.71 329 | 8.01 426 | 0.11 347 | 0.11 349 | 0.02 262 | 0.02 227 | 0.20 227 | 0.17 254 |
|
| AE-Stereo |  | 5.15 242 | 1.56 306 | 7.99 308 | 8.70 507 | 2.18 311 | 9.12 347 | 3.02 326 | 11.78 218 | 13.30 310 | 4.34 174 | 12.84 274 | 10.83 302 | 4.53 210 | 8.71 189 | 2.82 243 | 0.04 274 | 0.44 532 | 0.05 316 | 0.33 499 | 0.20 227 | 0.17 254 |
|
| AEACV |  | 3.17 149 | 1.11 159 | 5.39 166 | 4.55 251 | 5.35 509 | 4.29 112 | 1.60 180 | 6.21 63 | 5.43 164 | 3.08 131 | 7.85 201 | 4.23 167 | 6.55 310 | 5.51 90 | 1.56 136 | 0.00 1 | 0.09 308 | 0.03 283 | 0.32 494 | 0.20 227 | 0.12 192 |
|
| RALCasStereoNet |  | 5.95 291 | 2.02 427 | 7.09 263 | 7.06 451 | 5.10 489 | 6.36 285 | 5.44 412 | 13.97 277 | 13.25 308 | 9.93 265 | 17.45 314 | 10.37 297 | 3.89 173 | 11.64 327 | 4.24 322 | 0.02 215 | 0.46 539 | 0.10 389 | 0.00 1 | 0.20 227 | 0.31 357 |
|
| anonymousdsp2 |  | 5.93 289 | 1.54 294 | 8.34 323 | 4.43 245 | 0.38 47 | 9.24 349 | 4.11 367 | 21.92 413 | 17.36 364 | 12.28 292 | 10.08 231 | 10.05 291 | 4.42 195 | 11.04 286 | 2.54 225 | 0.01 137 | 0.02 89 | 0.30 492 | 0.18 409 | 0.21 231 | 0.18 264 |
|
| cross-raft |  | 5.37 256 | 1.23 190 | 6.66 238 | 5.91 371 | 1.25 204 | 6.00 263 | 1.48 153 | 15.82 313 | 7.70 223 | 12.95 316 | 20.80 370 | 11.63 315 | 4.42 195 | 8.59 179 | 2.23 206 | 0.01 137 | 0.21 447 | 0.00 1 | 0.22 434 | 0.21 231 | 0.10 165 |
|
| EAI-Stereo |  | 5.21 246 | 1.74 359 | 8.46 336 | 5.69 348 | 1.37 228 | 5.67 239 | 3.52 348 | 18.77 363 | 5.65 171 | 9.75 263 | 16.08 303 | 6.36 224 | 3.57 163 | 11.73 331 | 3.64 287 | 0.01 137 | 0.33 511 | 0.03 283 | 1.06 579 | 0.21 231 | 0.65 448 |
|
| GEAStereo |  | 1.94 50 | 0.95 110 | 3.61 52 | 3.84 192 | 0.64 105 | 4.39 119 | 1.50 158 | 8.01 125 | 2.33 47 | 2.24 91 | 2.61 58 | 1.19 58 | 2.25 109 | 3.50 41 | 1.15 106 | 0.01 137 | 0.06 224 | 0.05 316 | 0.00 1 | 0.22 234 | 0.14 217 |
|
| GSStereo |  | 2.16 65 | 0.95 110 | 3.61 52 | 4.08 204 | 0.64 105 | 4.39 119 | 1.50 158 | 8.60 150 | 4.56 130 | 2.71 114 | 2.61 58 | 1.86 94 | 2.25 109 | 3.50 41 | 1.15 106 | 0.00 1 | 0.07 253 | 0.00 1 | 0.39 517 | 0.22 234 | 0.15 237 |
|
| GS-Stereo |  | | | | | | | 1.50 158 | 8.60 150 | 4.56 130 | 2.71 114 | 2.61 58 | 1.86 94 | 2.25 109 | 3.50 41 | 1.15 106 | 0.00 1 | 0.07 253 | 0.00 1 | 0.39 517 | 0.22 234 | 0.15 237 |
|
| Patchmatch Stereo++ |  | 5.56 273 | 1.74 359 | 9.01 365 | 5.09 292 | 0.41 52 | 5.66 234 | 2.40 293 | 12.52 235 | 7.00 201 | 12.52 297 | 18.08 321 | 13.02 344 | 6.74 317 | 11.59 322 | 4.01 314 | 0.78 532 | 0.09 308 | 0.09 370 | 0.00 1 | 0.22 234 | 0.22 302 |
| 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 |
| STrans-v2 |  | 7.98 381 | 1.84 391 | 9.42 389 | 4.84 272 | 1.48 235 | 12.23 404 | 10.05 528 | 19.06 370 | 12.32 292 | 13.63 330 | 26.06 437 | 18.13 442 | 12.35 443 | 12.99 399 | 3.99 312 | 0.01 137 | 0.01 34 | 0.18 444 | 0.01 187 | 0.22 234 | 0.83 473 |
|
| PSM-adaLoss |  | 5.50 264 | 1.74 359 | 9.03 369 | 5.09 292 | 0.42 57 | 5.66 234 | 1.98 259 | 12.50 232 | 7.01 206 | 12.52 297 | 18.13 326 | 12.96 340 | 6.77 322 | 11.11 291 | 3.83 301 | 0.72 522 | 0.09 308 | 0.09 370 | 0.00 1 | 0.22 234 | 0.22 302 |
|
| ROB_FTStereo_v2 |  | 5.53 265 | 1.74 359 | 8.97 362 | 5.09 292 | 0.42 57 | 5.64 228 | 2.02 262 | 12.50 232 | 7.00 201 | 12.51 296 | 18.10 323 | 12.99 341 | 6.72 315 | 11.50 314 | 4.04 317 | 0.70 518 | 0.09 308 | 0.09 370 | 0.00 1 | 0.22 234 | 0.23 312 |
|
| ROB_FTStereo |  | 5.49 263 | 1.74 359 | 8.96 360 | 5.09 292 | 0.42 57 | 5.65 229 | 1.68 193 | 12.53 238 | 7.00 201 | 12.53 303 | 18.00 320 | 13.02 344 | 6.74 317 | 11.51 315 | 3.81 300 | 0.60 504 | 0.09 308 | 0.09 370 | 0.00 1 | 0.22 234 | 0.22 302 |
|
| HUI-Stereo |  | 5.48 261 | 1.74 359 | 9.01 365 | 5.08 291 | 0.42 57 | 5.65 229 | 2.77 314 | 12.55 239 | 7.03 208 | 12.54 305 | 18.10 323 | 13.07 348 | 6.71 314 | 9.92 239 | 3.74 294 | 0.61 508 | 0.08 289 | 0.09 370 | 0.00 1 | 0.22 234 | 0.23 312 |
|
| iGMRVC |  | 5.54 268 | 1.74 359 | 9.01 365 | 5.09 292 | 0.42 57 | 5.66 234 | 1.81 236 | 12.61 242 | 7.02 207 | 12.52 297 | 18.11 325 | 13.02 344 | 6.64 311 | 11.57 319 | 4.16 318 | 0.82 541 | 0.09 308 | 0.09 370 | 0.00 1 | 0.22 234 | 0.21 294 |
|
| IRAFT_RVC |  | 8.76 404 | 1.47 265 | 9.55 394 | 7.31 461 | 1.77 271 | 6.49 291 | 10.43 538 | 25.94 457 | 27.33 483 | 17.50 424 | 19.85 351 | 17.93 435 | 10.21 394 | 12.88 390 | 5.44 364 | 0.17 373 | 0.30 499 | 0.19 452 | 0.05 303 | 0.22 234 | 0.12 192 |
|
| iRAFT |  | 5.56 273 | 1.74 359 | 9.01 365 | 5.09 292 | 0.41 52 | 5.66 234 | 2.40 293 | 12.52 235 | 7.00 201 | 12.52 297 | 18.08 321 | 13.02 344 | 6.74 317 | 11.59 322 | 4.01 314 | 0.78 532 | 0.09 308 | 0.09 370 | 0.00 1 | 0.22 234 | 0.22 302 |
|
| RAFT-IKP |  | 5.53 265 | 1.74 359 | 8.95 357 | 5.09 292 | 0.41 52 | 5.45 213 | 2.08 267 | 12.52 235 | 7.00 201 | 12.52 297 | 18.13 326 | 12.93 339 | 6.79 323 | 11.59 322 | 3.99 312 | 0.80 538 | 0.09 308 | 0.09 370 | 0.00 1 | 0.22 234 | 0.22 302 |
|
| raftrobust |  | 5.56 273 | 1.42 250 | 6.00 211 | 7.04 450 | 5.11 490 | 4.90 172 | 1.88 244 | 17.13 333 | 13.72 314 | 11.87 285 | 11.58 260 | 7.82 257 | 9.21 372 | 10.28 249 | 2.92 249 | 0.02 215 | 0.05 187 | 0.00 1 | 0.00 1 | 0.22 234 | 0.11 182 |
|
| xxxx |  | 11.74 498 | 1.16 171 | 7.88 299 | 5.61 341 | 1.99 298 | 20.46 539 | 3.12 330 | 33.99 567 | 23.76 447 | 15.53 373 | 30.67 494 | 26.88 533 | 14.50 494 | 12.98 398 | 35.48 635 | 0.19 380 | 0.18 426 | 0.01 237 | 0.02 227 | 0.22 234 | 0.27 336 |
|
| xyz-stereo-finetune2 |  | 5.60 277 | 1.64 337 | 5.87 204 | 2.44 56 | 0.32 25 | 15.39 470 | 1.90 248 | 10.59 204 | 5.28 159 | 10.58 274 | 17.82 318 | 7.37 253 | 8.93 367 | 14.86 449 | 8.46 438 | 0.01 137 | 0.02 89 | 0.08 358 | 0.14 390 | 0.23 249 | 0.04 74 |
|
| CoDeX |  | 9.24 418 | 1.77 380 | 9.54 393 | 6.08 388 | 3.79 407 | 16.45 501 | 6.76 467 | 26.15 460 | 25.03 460 | 17.18 417 | 25.12 423 | 14.69 377 | 11.68 430 | 12.22 358 | 6.71 386 | 0.30 434 | 0.20 439 | 0.15 430 | 0.02 227 | 0.23 249 | 0.68 451 |
|
| EGLCR-Stereo |  | 2.92 129 | 1.06 138 | 5.28 157 | 3.38 143 | 0.55 86 | 4.59 136 | 0.66 78 | 10.43 197 | 4.81 137 | 3.30 135 | 3.23 70 | 7.93 260 | 1.71 87 | 9.22 214 | 1.62 143 | 0.05 299 | 0.12 362 | 0.00 1 | 0.00 1 | 0.23 249 | 0.16 245 |
|
| GLC_STEREO |  | 3.40 167 | 1.06 138 | 3.44 46 | 6.52 418 | 0.20 5 | 4.76 159 | 1.66 191 | 8.97 161 | 6.59 190 | 5.39 205 | 9.04 211 | 5.23 196 | 2.03 100 | 9.76 233 | 2.77 239 | 0.01 137 | 0.03 128 | 0.21 460 | 0.00 1 | 0.23 249 | 0.06 116 |
|
| test_xeample |   | 11.49 491 | 1.24 197 | 7.50 282 | 5.22 318 | 2.18 311 | 17.40 512 | 6.49 454 | 31.14 527 | 22.77 432 | 17.90 433 | 33.09 538 | 18.48 445 | 14.61 496 | 13.51 417 | 37.38 644 | 0.16 369 | 0.13 378 | 0.01 237 | 0.03 252 | 0.23 249 | 0.24 319 |
|
| UNet |  | 12.64 518 | 2.02 427 | 13.36 482 | 6.85 444 | 7.76 587 | 25.31 579 | 4.74 390 | 34.10 568 | 28.19 492 | 20.03 479 | 31.07 505 | 27.02 536 | 17.36 537 | 20.18 541 | 13.87 506 | 0.06 319 | 0.05 187 | 0.27 477 | 0.01 187 | 0.23 249 | 0.39 383 |
|
| NLCSM |  | 4.99 235 | 1.39 243 | 5.75 198 | 5.86 364 | 5.86 538 | 11.21 386 | 3.80 358 | 10.71 206 | 8.54 242 | 8.36 246 | 5.25 147 | 4.57 181 | 6.65 312 | 13.57 419 | 7.59 409 | 0.29 432 | 0.01 34 | 0.00 1 | 0.01 187 | 0.24 255 | 0.13 207 |
|
| rvit_stereo_0083 |  | 4.53 220 | 1.94 408 | 9.94 415 | 7.12 456 | 1.67 259 | 4.98 177 | 2.80 317 | 8.25 138 | 18.22 379 | 4.76 190 | 7.78 200 | 6.41 225 | 4.87 235 | 7.54 147 | 3.74 294 | 0.11 347 | 0.04 149 | 0.00 1 | 0.01 187 | 0.24 255 | 0.16 245 |
|
| IGEV++ |  | 2.98 133 | 1.27 204 | 5.17 151 | 5.41 334 | 0.47 68 | 4.63 141 | 1.71 209 | 9.97 186 | 4.75 134 | 2.58 106 | 6.27 175 | 4.35 171 | 4.44 200 | 4.98 86 | 3.05 261 | 0.00 1 | 0.07 253 | 0.00 1 | 0.08 339 | 0.24 255 | 0.18 264 |
|
| x |  | 6.80 332 | 1.36 234 | 6.94 256 | 4.58 255 | 1.88 286 | 10.78 372 | 4.55 384 | 19.79 380 | 10.62 269 | 12.69 309 | 19.54 348 | 14.87 380 | 10.11 392 | 9.52 223 | 8.03 428 | 0.07 330 | 0.15 402 | 0.04 305 | 0.04 275 | 0.24 255 | 0.22 302 |
|
| CRE-IMP |  | 5.53 265 | 1.63 336 | 9.62 396 | 5.65 343 | 0.48 73 | 7.02 310 | 1.70 197 | 11.84 219 | 8.33 238 | 12.99 318 | 16.02 302 | 11.08 307 | 6.23 293 | 12.06 348 | 5.06 350 | 0.28 430 | 0.07 253 | 0.09 370 | 0.00 1 | 0.24 255 | 0.21 294 |
|
| gasm-f |  | 2.39 88 | 0.96 115 | 3.77 65 | 3.84 192 | 0.50 76 | 4.50 126 | 2.54 303 | 8.01 125 | 2.33 47 | 2.24 91 | 5.92 171 | 1.19 58 | 4.05 180 | 6.12 106 | 1.31 118 | 0.01 137 | 0.06 224 | 0.05 316 | 0.00 1 | 0.25 260 | 0.14 217 |
|
| SMoEStereo_RVC |  | 2.81 119 | 1.07 145 | 5.08 144 | 3.86 195 | 0.60 98 | 6.39 287 | 1.91 249 | 7.82 120 | 3.79 113 | 3.87 157 | 3.69 86 | 2.78 132 | 2.25 109 | 10.60 261 | 1.99 179 | 0.00 1 | 0.02 89 | 0.03 283 | 0.00 1 | 0.25 260 | 0.17 254 |
|
| ACVNet-DCA |  | 5.28 250 | 2.00 417 | 4.99 137 | 5.89 366 | 0.26 10 | 10.85 375 | 5.38 406 | 20.20 385 | 11.88 282 | 6.95 231 | 10.01 224 | 4.49 175 | 9.78 386 | 10.79 271 | 1.59 138 | 0.00 1 | 0.05 187 | 0.00 1 | 0.04 275 | 0.25 260 | 0.20 283 |
|
| xx1 |  | 5.99 296 | 2.00 417 | 4.99 137 | 5.89 366 | 0.26 10 | 10.85 375 | 5.38 406 | 17.84 344 | 15.48 339 | 6.95 231 | 10.01 224 | 16.02 399 | 11.15 412 | 10.79 271 | 1.59 138 | 0.00 1 | 0.05 187 | 0.02 262 | 0.05 303 | 0.25 260 | 0.20 283 |
|
| 1test111 |  | 5.59 276 | 2.00 417 | 4.99 137 | 5.89 366 | 0.26 10 | 10.85 375 | 5.38 406 | 20.20 385 | 11.88 282 | 6.95 231 | 10.01 224 | 4.49 175 | 9.78 386 | 11.09 289 | 7.45 402 | 0.00 1 | 0.05 187 | 0.00 1 | 0.04 275 | 0.25 260 | 0.20 283 |
|
| GCAP-Stereo |  | 3.72 193 | 1.60 320 | 7.39 279 | 4.24 221 | 0.37 42 | 5.78 246 | 1.12 120 | 12.28 227 | 6.53 189 | 8.35 245 | 9.69 222 | 6.62 230 | 3.57 163 | 4.58 78 | 1.91 168 | 0.00 1 | 0.07 253 | 0.05 316 | 0.00 1 | 0.25 260 | 0.04 74 |
|
| qqq |  | 6.96 342 | 1.40 245 | 8.15 317 | 4.50 247 | 1.03 170 | 8.55 339 | 6.93 472 | 20.20 385 | 11.88 282 | 12.00 288 | 18.19 328 | 16.02 399 | 11.15 412 | 11.09 289 | 7.45 402 | 0.06 319 | 0.13 378 | 0.02 262 | 0.05 303 | 0.25 260 | 0.20 283 |
|
| ADStereo(finetuned) |  | 6.68 321 | 1.59 316 | 9.70 407 | 3.49 155 | 0.68 112 | 4.79 165 | 1.75 218 | 15.33 298 | 23.64 440 | 15.56 375 | 20.68 364 | 7.30 249 | 13.85 475 | 8.71 189 | 5.17 354 | 0.00 1 | 0.05 187 | 0.00 1 | 0.00 1 | 0.25 260 | 1.05 500 |
|
| test-3 |  | 5.21 246 | 1.06 138 | 7.71 292 | 4.19 217 | 0.59 94 | 6.72 301 | 3.01 325 | 12.96 247 | 17.49 367 | 12.53 303 | 8.65 204 | 13.20 350 | 4.14 184 | 9.00 208 | 2.11 195 | 0.00 1 | 0.05 187 | 0.00 1 | 0.32 494 | 0.25 260 | 0.18 264 |
|
| test_1 |  | 5.20 244 | 1.06 138 | 7.72 293 | 4.21 219 | 0.59 94 | 6.69 298 | 3.03 327 | 12.98 249 | 17.51 368 | 12.35 293 | 8.66 206 | 13.20 350 | 4.12 182 | 9.00 208 | 2.11 195 | 0.00 1 | 0.05 187 | 0.00 1 | 0.32 494 | 0.25 260 | 0.18 264 |
|
| rafts_anoy |  | 6.02 297 | 1.67 344 | 6.27 226 | 6.53 419 | 4.98 480 | 5.30 204 | 2.53 300 | 13.77 273 | 21.01 406 | 12.70 310 | 16.23 305 | 8.56 270 | 5.65 269 | 9.09 211 | 5.22 355 | 0.04 274 | 0.31 503 | 0.09 370 | 0.03 252 | 0.25 260 | 0.17 254 |
|
| GCAP-Stereo-DPT-24K |  | 2.12 62 | 0.85 81 | 4.64 115 | 2.77 86 | 1.97 296 | 3.66 86 | 1.64 188 | 8.33 142 | 3.33 101 | 1.46 43 | 3.30 72 | 0.63 37 | 4.15 185 | 2.05 9 | 0.67 28 | 0.02 215 | 0.17 418 | 0.00 1 | 0.43 527 | 0.26 271 | 2.07 550 |
|
| IGEV_i1 |  | 8.11 383 | 1.53 289 | 9.99 419 | 5.80 357 | 1.15 194 | 16.03 483 | 7.19 482 | 19.82 381 | 15.30 334 | 16.39 396 | 17.38 312 | 17.95 436 | 8.38 355 | 14.44 440 | 7.44 400 | 0.25 419 | 0.19 433 | 1.08 565 | 1.12 584 | 0.26 271 | 0.54 423 |
|
| Selective-IGEV-i1 |  | 8.86 409 | 1.33 226 | 10.58 434 | 5.92 372 | 2.99 369 | 13.65 431 | 10.07 529 | 24.12 436 | 28.99 496 | 14.85 352 | 19.75 349 | 18.80 447 | 6.10 286 | 11.22 303 | 5.69 369 | 0.10 342 | 0.29 496 | 0.92 556 | 1.10 581 | 0.26 271 | 0.51 416 |
|
| Replicate-Monster |  | 2.63 105 | 3.33 504 | 11.97 463 | 2.38 53 | 1.08 181 | 3.13 59 | 0.44 60 | 6.76 85 | 4.42 128 | 3.79 152 | 1.30 38 | 0.66 41 | 1.15 60 | 8.78 192 | 0.48 8 | 0.01 137 | 0.08 289 | 0.00 1 | 0.00 1 | 0.26 271 | 2.68 566 |
|
| ffm |  | 8.12 384 | 1.43 254 | 9.67 402 | 5.70 349 | 3.44 385 | 11.96 398 | 6.35 443 | 18.45 356 | 16.31 351 | 15.83 380 | 31.44 513 | 17.22 421 | 10.87 404 | 10.82 276 | 1.61 141 | 0.00 1 | 0.05 187 | 0.80 543 | 0.08 339 | 0.26 271 | 0.14 217 |
|
| ff1 |  | 9.41 429 | 1.43 254 | 9.67 402 | 5.70 349 | 3.44 385 | 11.96 398 | 6.35 443 | 18.45 356 | 16.31 351 | 15.83 380 | 31.44 513 | 17.22 421 | 10.87 404 | 16.19 483 | 21.98 567 | 0.00 1 | 0.05 187 | 0.80 543 | 0.08 339 | 0.26 271 | 0.14 217 |
|
| tt1 |  | 5.27 249 | 1.99 415 | 5.11 145 | 6.02 385 | 0.26 10 | 10.59 368 | 4.22 375 | 18.45 356 | 16.31 351 | 6.75 225 | 8.95 210 | 4.75 184 | 9.15 371 | 10.82 276 | 1.61 141 | 0.00 1 | 0.05 187 | 0.00 1 | 0.04 275 | 0.26 271 | 0.14 217 |
|
| test_3 |  | 5.55 271 | 1.02 128 | 8.07 313 | 6.18 397 | 0.54 84 | 9.00 343 | 3.28 332 | 13.55 263 | 18.66 383 | 11.97 287 | 8.89 209 | 13.98 365 | 4.05 180 | 8.96 204 | 2.10 194 | 0.00 1 | 0.05 187 | 0.00 1 | 0.31 491 | 0.26 271 | 0.18 264 |
|
| PSMNet-ADL |  | 9.88 450 | 2.01 425 | 6.80 249 | 9.18 519 | 4.26 435 | 15.11 464 | 3.50 344 | 27.12 472 | 24.42 458 | 14.72 348 | 18.96 337 | 25.32 521 | 13.43 464 | 15.76 466 | 14.04 507 | 0.79 536 | 0.78 578 | 0.00 1 | 0.02 227 | 0.26 271 | 1.18 513 |
|
| DRaft |  | 9.27 422 | 1.23 190 | 9.08 372 | 3.62 173 | 0.78 142 | 13.27 424 | 5.89 422 | 16.97 330 | 29.57 499 | 21.15 504 | 38.46 581 | 10.09 293 | 13.98 479 | 11.58 320 | 7.91 422 | 0.43 472 | 0.30 499 | 0.06 336 | 0.26 465 | 0.26 271 | 0.45 403 |
|
| XX-TBD |  | 4.45 219 | 10.67 604 | 3.01 22 | 10.28 556 | 0.57 90 | 5.84 250 | 0.07 12 | 7.57 111 | 12.24 290 | 11.43 283 | 14.74 288 | 4.07 163 | 1.66 85 | 4.51 77 | 2.05 185 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.26 271 | 0.01 4 |
|
| DCANet |  | 6.46 313 | 1.59 316 | 7.28 271 | 3.51 159 | 0.68 112 | 4.77 164 | 1.75 218 | 15.33 298 | 23.62 439 | 15.55 374 | 20.73 369 | 7.31 250 | 11.56 427 | 8.83 198 | 5.26 357 | 0.00 1 | 0.05 187 | 0.00 1 | 0.00 1 | 0.26 271 | 1.11 505 |
|
| 222 |  | 12.33 509 | 1.29 211 | 8.09 314 | 6.06 387 | 2.14 307 | 19.51 532 | 2.53 300 | 33.63 563 | 23.55 438 | 21.72 511 | 30.51 493 | 20.11 463 | 16.77 528 | 13.22 407 | 46.51 666 | 0.15 367 | 0.14 395 | 0.01 237 | 0.03 252 | 0.26 271 | 0.26 330 |
|
| ac_64 |  | 11.10 485 | 1.49 276 | 9.88 412 | 8.24 498 | 5.45 515 | 19.12 529 | 6.46 452 | 24.10 435 | 14.34 321 | 22.80 523 | 23.87 411 | 33.28 581 | 15.54 514 | 18.87 518 | 17.26 536 | 0.28 430 | 0.12 362 | 0.02 262 | 0.02 227 | 0.26 271 | 0.63 440 |
|
| Hybrid-DGEV-2 |  | 8.17 386 | 2.51 471 | 8.34 323 | 8.55 505 | 1.17 196 | 11.10 383 | 1.08 119 | 30.90 524 | 27.91 488 | 12.92 314 | 15.67 296 | 11.91 322 | 14.50 494 | 11.71 329 | 4.55 330 | 0.05 299 | 0.08 289 | 0.00 1 | 0.05 303 | 0.28 285 | 0.13 207 |
|
| AIO-test1 |  | 6.38 307 | 1.41 249 | 5.70 196 | 9.77 537 | 5.61 520 | 9.09 345 | 1.79 230 | 21.63 406 | 20.69 402 | 6.75 225 | 17.68 316 | 8.19 265 | 4.99 240 | 10.38 253 | 3.16 269 | 0.01 137 | 0.01 34 | 0.00 1 | 0.13 384 | 0.28 285 | 0.26 330 |
|
| rvit_stereo_ft |  | 4.73 232 | 2.68 479 | 9.30 383 | 11.34 582 | 2.74 352 | 4.18 106 | 8.45 499 | 9.77 181 | 9.90 263 | 4.04 165 | 6.26 174 | 6.73 232 | 4.72 228 | 8.99 206 | 5.03 349 | 0.01 137 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 285 | 0.09 153 |
|
| test_sample2 |  | 7.86 374 | 1.27 204 | 7.98 306 | 5.00 284 | 2.29 319 | 13.33 425 | 6.88 469 | 20.42 393 | 15.24 332 | 13.95 335 | 21.58 383 | 18.96 448 | 12.12 438 | 12.07 351 | 5.36 363 | 0.12 352 | 0.10 328 | 0.07 347 | 0.03 252 | 0.28 285 | 0.19 278 |
|
| HH |  | 5.47 258 | 2.08 436 | 9.00 363 | 4.88 276 | 1.07 178 | 4.93 173 | 3.60 355 | 16.68 327 | 6.83 195 | 8.39 248 | 12.14 267 | 15.05 382 | 9.06 369 | 12.68 380 | 1.93 171 | 0.02 215 | 0.17 418 | 0.18 444 | 0.00 1 | 0.28 285 | 0.48 410 |
|
| HanStereo |  | 5.47 258 | 2.08 436 | 9.00 363 | 4.88 276 | 1.07 178 | 4.93 173 | 3.60 355 | 16.68 327 | 6.83 195 | 8.39 248 | 12.14 267 | 15.05 382 | 9.06 369 | 12.68 380 | 1.93 171 | 0.02 215 | 0.17 418 | 0.18 444 | 0.00 1 | 0.28 285 | 0.48 410 |
|
| NRIStereo |  | 5.73 281 | 1.67 344 | 8.42 331 | 5.72 354 | 0.41 52 | 6.71 300 | 2.60 305 | 14.73 287 | 10.71 272 | 12.39 294 | 15.07 291 | 11.58 314 | 6.23 293 | 12.06 348 | 4.78 337 | 0.61 508 | 0.17 418 | 0.11 402 | 0.00 1 | 0.28 285 | 0.27 336 |
|
| Gwc-CoAtRS |  | 5.54 268 | 1.22 185 | 8.40 329 | 4.28 230 | 1.36 227 | 6.93 307 | 1.31 136 | 15.48 302 | 15.03 328 | 12.62 308 | 13.32 278 | 12.74 337 | 5.71 271 | 8.61 180 | 2.98 253 | 0.01 137 | 0.22 457 | 0.00 1 | 0.29 479 | 0.28 285 | 0.07 132 |
|
| LiteMatch |  | 2.05 56 | 1.75 368 | 2.89 16 | 3.57 168 | 0.63 103 | 2.13 22 | 1.54 169 | 4.85 19 | 2.56 53 | 1.63 53 | 0.47 17 | 2.13 109 | 4.42 195 | 3.83 54 | 7.98 424 | 0.00 1 | 0.04 149 | 0.00 1 | 0.00 1 | 0.29 293 | 0.31 357 |
|
| Lsterematch |  | 6.44 312 | 1.75 368 | 6.90 254 | 3.57 168 | 0.63 103 | 8.44 338 | 1.54 169 | 12.51 234 | 16.89 357 | 16.22 390 | 25.52 428 | 9.64 286 | 4.42 195 | 12.06 348 | 7.98 424 | 0.00 1 | 0.04 149 | 0.00 1 | 0.00 1 | 0.29 293 | 0.31 357 |
|
| Select-FE |  | 7.63 365 | 3.47 508 | 20.76 574 | 6.30 404 | 3.70 400 | 4.03 98 | 0.92 106 | 18.82 364 | 5.95 175 | 12.56 306 | 23.32 405 | 19.63 461 | 12.90 457 | 13.98 430 | 3.39 280 | 0.09 336 | 0.51 552 | 0.05 316 | 0.70 557 | 0.29 293 | 1.21 516 |
|
| 999 |  | 3.44 169 | 0.92 106 | 4.78 122 | 4.69 260 | 2.34 324 | 7.58 324 | 2.20 271 | 9.81 182 | 6.11 180 | 2.96 125 | 4.79 131 | 5.07 189 | 2.27 114 | 12.10 353 | 2.76 238 | 0.03 253 | 0.09 308 | 0.00 1 | 0.00 1 | 0.29 293 | 0.10 165 |
|
| RAStereo |  | 2.32 81 | 1.08 148 | 6.36 228 | 3.73 182 | 1.39 229 | 1.81 17 | 0.12 26 | 7.70 116 | 7.44 218 | 2.27 94 | 3.94 95 | 3.43 144 | 0.81 45 | 3.55 46 | 2.47 221 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 293 | 0.07 132 |
|
| tta |  | 10.45 467 | 1.37 236 | 13.37 483 | 4.41 241 | 1.30 208 | 14.39 447 | 3.29 334 | 30.25 513 | 29.81 503 | 19.55 467 | 29.37 471 | 18.06 438 | 14.40 490 | 15.42 457 | 12.69 491 | 0.38 453 | 0.21 447 | 0.28 484 | 0.03 252 | 0.29 293 | 0.18 264 |
|
| qqq1 |  | 9.96 451 | 1.37 236 | 13.37 483 | 4.41 241 | 1.30 208 | 14.40 450 | 3.29 334 | 30.25 513 | 29.81 503 | 19.55 467 | 29.37 471 | 18.06 438 | 14.40 490 | 15.42 457 | 3.18 270 | 0.38 453 | 0.21 447 | 0.00 1 | 0.01 187 | 0.29 293 | 0.18 264 |
|
| fff1 |  | 9.96 451 | 1.37 236 | 13.37 483 | 4.41 241 | 1.30 208 | 14.40 450 | 3.29 334 | 30.25 513 | 29.81 503 | 19.55 467 | 29.37 471 | 18.06 438 | 14.40 490 | 15.42 457 | 3.18 270 | 0.38 453 | 0.21 447 | 0.00 1 | 0.01 187 | 0.29 293 | 0.18 264 |
|
| SFCPSM |  | 8.85 407 | 1.40 245 | 11.34 450 | 5.23 320 | 3.47 390 | 16.55 504 | 7.18 481 | 30.71 522 | 25.24 462 | 16.45 397 | 19.45 343 | 11.10 309 | 9.61 383 | 11.88 337 | 5.52 366 | 0.22 399 | 0.17 418 | 0.36 501 | 0.22 434 | 0.29 293 | 0.58 433 |
|
| fffy |  | 3.28 163 | 1.20 182 | 5.94 208 | 3.67 175 | 0.85 152 | 4.84 166 | 1.75 218 | 10.18 190 | 6.44 186 | 2.60 107 | 6.15 172 | 6.33 223 | 3.16 143 | 10.08 245 | 1.62 143 | 0.00 1 | 0.12 362 | 0.00 1 | 0.00 1 | 0.30 302 | 0.33 363 |
|
| cc1 |  | 5.34 254 | 2.00 417 | 4.99 137 | 5.89 366 | 0.26 10 | 10.85 375 | 5.38 406 | 17.85 346 | 15.48 339 | 6.95 231 | 10.01 224 | 4.49 175 | 9.78 386 | 10.79 271 | 1.59 138 | 0.00 1 | 0.05 187 | 0.00 1 | 0.04 275 | 0.30 302 | 0.13 207 |
|
| ff7 |  | 3.48 172 | 1.76 374 | 6.20 220 | 3.45 147 | 1.13 187 | 5.02 182 | 1.70 197 | 13.26 255 | 5.04 144 | 4.66 186 | 5.47 159 | 3.49 146 | 4.70 222 | 11.14 293 | 2.01 180 | 0.00 1 | 0.04 149 | 0.00 1 | 0.18 409 | 0.30 302 | 0.14 217 |
|
| ffff |  | 3.48 172 | 1.76 374 | 6.20 220 | 3.45 147 | 1.13 187 | 5.02 182 | 1.70 197 | 13.26 255 | 5.04 144 | 4.66 186 | 5.47 159 | 3.49 146 | 4.70 222 | 11.14 293 | 2.01 180 | 0.00 1 | 0.04 149 | 0.00 1 | 0.18 409 | 0.30 302 | 0.14 217 |
|
| 11t |  | 3.48 172 | 1.76 374 | 6.20 220 | 3.45 147 | 1.13 187 | 5.02 182 | 1.70 197 | 13.26 255 | 5.04 144 | 4.66 186 | 5.47 159 | 3.49 146 | 4.70 222 | 11.14 293 | 2.01 180 | 0.00 1 | 0.04 149 | 0.00 1 | 0.18 409 | 0.30 302 | 0.14 217 |
|
| 1111x |  | 11.32 486 | 1.34 230 | 8.95 357 | 5.20 314 | 1.96 294 | 14.46 453 | 7.75 492 | 35.65 588 | 28.23 493 | 15.66 376 | 26.66 444 | 26.65 528 | 14.76 500 | 15.88 471 | 22.27 572 | 0.24 413 | 0.13 378 | 0.04 305 | 0.06 322 | 0.30 302 | 0.24 319 |
|
| LL-Strereo2 |  | 5.54 268 | 2.17 447 | 9.12 374 | 5.65 343 | 2.54 336 | 6.48 289 | 2.27 281 | 15.08 291 | 7.79 225 | 10.99 280 | 10.26 236 | 15.94 396 | 3.50 161 | 13.25 409 | 3.63 286 | 0.00 1 | 0.13 378 | 1.34 579 | 0.10 366 | 0.30 302 | 0.19 278 |
|
| ccc-4 |  | 3.48 172 | 1.76 374 | 6.20 220 | 3.45 147 | 1.13 187 | 5.02 182 | 1.70 197 | 13.26 255 | 5.04 144 | 4.66 186 | 5.47 159 | 3.49 146 | 4.70 222 | 11.14 293 | 2.01 180 | 0.00 1 | 0.04 149 | 0.00 1 | 0.18 409 | 0.30 302 | 0.14 217 |
|
| BUS |  | 9.20 416 | 1.48 270 | 7.93 302 | 6.74 436 | 3.96 415 | 17.62 519 | 2.79 315 | 33.06 557 | 21.58 416 | 17.99 435 | 21.34 378 | 14.49 371 | 9.40 379 | 14.18 432 | 10.57 472 | 0.19 380 | 0.13 378 | 0.14 423 | 0.04 275 | 0.30 302 | 0.09 153 |
|
| RAFT+CT+SA |  | 7.44 359 | 1.46 263 | 6.46 232 | 10.73 565 | 3.34 382 | 4.70 148 | 7.45 487 | 16.45 322 | 25.89 469 | 10.18 269 | 27.15 450 | 7.27 248 | 8.00 350 | 15.11 451 | 3.19 272 | 0.02 215 | 0.00 1 | 0.18 444 | 0.46 535 | 0.30 302 | 0.47 406 |
|
| BSDual-CNN |  | 9.70 439 | 1.48 270 | 7.93 302 | 6.74 436 | 3.96 415 | 16.10 488 | 7.13 478 | 33.06 557 | 21.58 416 | 17.99 435 | 21.34 378 | 22.28 483 | 11.53 424 | 14.18 432 | 7.81 417 | 0.19 380 | 0.13 378 | 0.14 423 | 0.04 275 | 0.30 302 | 0.09 153 |
|
| hknet |  | 10.13 459 | 1.56 306 | 10.27 429 | 6.74 436 | 3.72 402 | 16.10 488 | 7.13 478 | 33.06 557 | 21.12 409 | 17.99 435 | 21.34 378 | 23.11 491 | 14.95 501 | 16.43 489 | 8.34 436 | 0.14 358 | 0.13 378 | 0.14 423 | 0.04 275 | 0.30 302 | 0.09 153 |
|
| fffft |  | 2.58 103 | 0.86 84 | 5.15 150 | 3.15 123 | 1.32 214 | 4.44 123 | 4.17 371 | 8.04 128 | 3.29 99 | 3.03 129 | 2.20 51 | 1.88 96 | 1.45 74 | 10.41 254 | 1.80 157 | 0.00 1 | 0.04 149 | 0.00 1 | 0.00 1 | 0.31 314 | 0.10 165 |
| 1: 1. 1 |
| mmm |  | 7.72 368 | 1.50 280 | 8.56 341 | 5.29 322 | 1.89 287 | 14.14 442 | 5.70 419 | 18.42 355 | 11.02 273 | 16.04 385 | 23.78 408 | 17.00 411 | 10.03 391 | 12.03 341 | 7.54 405 | 0.12 352 | 0.07 253 | 0.50 515 | 0.20 427 | 0.31 314 | 0.18 264 |
|
| anonymousdsp |  | 3.51 177 | 1.75 368 | 5.66 193 | 3.49 155 | 1.13 187 | 5.04 188 | 1.74 215 | 13.69 267 | 5.07 150 | 4.83 191 | 5.42 154 | 4.25 168 | 4.44 200 | 11.14 293 | 1.98 177 | 0.00 1 | 0.04 149 | 0.00 1 | 0.18 409 | 0.31 314 | 0.13 207 |
|
| test_5 |  | 8.51 397 | 1.50 280 | 8.19 322 | 11.06 574 | 5.00 483 | 6.91 306 | 5.67 418 | 17.50 337 | 22.09 423 | 16.07 386 | 29.63 481 | 15.28 388 | 10.78 401 | 15.94 476 | 3.65 289 | 0.00 1 | 0.00 1 | 0.26 475 | 0.08 339 | 0.31 314 | 0.35 372 |
|
| IGEV-Stereo |   | 3.52 178 | 1.75 368 | 5.67 194 | 3.49 155 | 1.12 185 | 5.04 188 | 1.73 211 | 13.70 268 | 5.07 150 | 4.83 191 | 5.42 154 | 4.27 169 | 4.43 199 | 11.15 298 | 1.98 177 | 0.00 1 | 0.04 149 | 0.00 1 | 0.18 409 | 0.31 314 | 0.12 192 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| PFNet |  | 7.91 375 | 1.44 260 | 11.60 455 | 7.03 448 | 2.42 328 | 7.60 325 | 6.03 434 | 23.36 427 | 17.24 362 | 20.29 485 | 17.67 315 | 15.44 390 | 7.71 340 | 13.02 402 | 5.71 370 | 0.24 413 | 0.20 439 | 0.12 406 | 0.19 422 | 0.31 314 | 0.61 438 |
|
| GrayStereo |  | 8.86 409 | 1.17 174 | 6.94 256 | 8.09 492 | 2.82 356 | 10.58 367 | 11.40 556 | 17.93 349 | 15.74 345 | 22.43 518 | 30.95 502 | 17.80 432 | 12.44 445 | 11.19 300 | 4.57 331 | 0.02 215 | 0.02 89 | 0.18 444 | 0.79 563 | 0.31 314 | 1.90 544 |
|
| CroCo-Stereo |   | 3.27 162 | 1.90 397 | 7.18 264 | 8.50 504 | 1.11 183 | 0.96 3 | 0.97 110 | 10.18 190 | 8.20 234 | 3.59 146 | 4.69 123 | 8.02 264 | 4.53 210 | 2.75 24 | 2.34 211 | 0.01 137 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 314 | 0.11 182 |
| 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 |
| 111 |  | 7.26 355 | 1.65 339 | 7.28 271 | 3.56 162 | 0.32 25 | 10.76 370 | 3.53 349 | 20.55 394 | 27.51 487 | 10.07 267 | 16.62 308 | 14.30 368 | 9.53 382 | 12.02 340 | 5.87 373 | 0.14 358 | 0.01 34 | 0.00 1 | 0.00 1 | 0.31 314 | 1.14 509 |
|
| iResNet_ROB |  | 11.71 495 | 1.96 411 | 10.77 440 | 6.01 382 | 3.68 399 | 15.13 466 | 2.34 284 | 31.72 535 | 37.58 572 | 26.16 561 | 32.77 532 | 25.88 526 | 15.34 512 | 16.35 488 | 7.94 423 | 0.19 380 | 0.01 34 | 0.00 1 | 0.00 1 | 0.31 314 | 0.12 192 |
|
| DN |  | 3.83 197 | 1.19 180 | 4.90 131 | 4.27 228 | 3.75 404 | 6.26 279 | 0.71 86 | 11.51 215 | 11.19 278 | 3.90 158 | 5.72 167 | 10.08 292 | 2.26 113 | 7.28 136 | 1.96 173 | 0.00 1 | 0.20 439 | 0.32 494 | 0.32 494 | 0.32 324 | 0.53 420 |
|
| G2L-Stereo_test |  | 10.39 465 | 1.61 325 | 7.86 298 | 4.75 265 | 4.34 446 | 11.83 393 | 11.94 564 | 32.49 549 | 22.58 430 | 23.08 527 | 24.40 414 | 21.48 474 | 11.95 435 | 15.64 462 | 13.00 494 | 0.04 274 | 0.06 224 | 0.01 237 | 0.02 227 | 0.32 324 | 0.37 377 |
|
| tt45 |  | 3.20 155 | 0.95 110 | 4.36 106 | 3.73 182 | 1.86 282 | 8.19 333 | 2.05 266 | 9.12 166 | 3.36 104 | 5.60 207 | 4.42 110 | 4.61 182 | 2.39 119 | 11.00 285 | 1.96 173 | 0.00 1 | 0.04 149 | 0.00 1 | 0.01 187 | 0.32 324 | 0.10 165 |
|
| ours_stereo |  | 2.91 127 | 1.34 230 | 5.14 148 | 3.67 175 | 1.49 237 | 3.87 92 | 2.80 317 | 8.10 131 | 6.28 184 | 2.15 88 | 5.66 166 | 3.98 161 | 1.84 96 | 9.38 221 | 1.77 155 | 0.00 1 | 0.02 89 | 0.00 1 | 0.00 1 | 0.32 324 | 0.34 367 |
|
| CAS++ |  | 4.07 211 | 1.67 344 | 6.02 213 | 4.17 212 | 1.02 169 | 4.26 111 | 1.68 193 | 19.10 371 | 10.01 264 | 9.18 258 | 9.17 215 | 1.98 99 | 1.41 73 | 9.54 224 | 1.73 152 | 0.02 215 | 0.05 187 | 0.00 1 | 0.00 1 | 0.32 324 | 0.11 182 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| Wz-Net-LNSev-Ref |  | 15.26 549 | 3.68 514 | 27.36 591 | 7.11 455 | 5.83 536 | 24.88 572 | 12.12 566 | 30.19 512 | 36.12 565 | 27.08 570 | 45.98 624 | 29.10 542 | 13.65 468 | 20.45 551 | 20.26 557 | 0.67 516 | 0.00 1 | 0.10 389 | 0.00 1 | 0.32 324 | 0.26 330 |
|
| raft_robust |  | 7.97 380 | 2.26 456 | 6.75 243 | 5.83 361 | 0.72 132 | 5.57 224 | 0.84 98 | 33.59 562 | 34.21 549 | 18.17 440 | 19.88 352 | 6.50 228 | 5.62 267 | 15.33 454 | 2.83 244 | 0.03 253 | 0.23 465 | 0.00 1 | 0.37 511 | 0.32 324 | 0.39 383 |
|
| IPLGR |  | 7.14 349 | 1.31 219 | 13.14 479 | 4.24 221 | 1.15 194 | 9.78 353 | 0.98 112 | 23.98 432 | 21.70 419 | 16.22 390 | 18.43 329 | 8.45 269 | 7.66 337 | 9.26 217 | 5.45 365 | 0.21 393 | 0.05 187 | 0.04 305 | 0.06 322 | 0.32 324 | 0.38 380 |
|
| LG-Stereo |  | 2.43 93 | 1.44 260 | 7.64 289 | 3.73 182 | 0.82 149 | 3.64 85 | 1.24 129 | 6.41 75 | 5.30 160 | 1.97 75 | 7.31 191 | 0.84 48 | 0.74 38 | 4.85 82 | 2.21 204 | 0.05 299 | 0.04 149 | 0.01 237 | 0.03 252 | 0.33 332 | 0.10 165 |
|
| MM-Stereo_test2 |  | 4.03 209 | 1.20 182 | 7.42 280 | 5.18 310 | 0.76 139 | 7.24 313 | 2.26 280 | 14.57 283 | 8.19 233 | 6.89 228 | 5.13 146 | 4.85 187 | 3.80 171 | 10.49 257 | 1.96 173 | 0.00 1 | 0.12 362 | 0.00 1 | 0.09 353 | 0.33 332 | 0.08 147 |
|
| SCV_C0 |  | 3.23 159 | 1.31 219 | 6.44 230 | 3.20 126 | 0.82 149 | 4.84 166 | 1.61 183 | 10.34 195 | 6.85 197 | 2.74 117 | 4.91 135 | 6.26 220 | 1.81 95 | 11.06 288 | 1.50 130 | 0.11 347 | 0.06 224 | 0.00 1 | 0.23 443 | 0.33 332 | 0.11 182 |
|
| SMFormer |  | 10.46 469 | 1.37 236 | 13.37 483 | 4.41 241 | 1.30 208 | 14.40 450 | 3.29 334 | 30.25 513 | 29.81 503 | 19.55 467 | 29.37 471 | 18.06 438 | 14.40 490 | 15.42 457 | 12.70 492 | 0.38 453 | 0.21 447 | 0.28 484 | 0.03 252 | 0.33 332 | 0.31 357 |
|
| IPLG |  | 7.20 353 | 1.43 254 | 12.55 471 | 5.17 305 | 4.32 445 | 11.11 384 | 1.48 153 | 21.79 407 | 15.10 330 | 19.16 463 | 20.23 355 | 5.26 198 | 5.61 264 | 11.68 328 | 8.14 430 | 0.05 299 | 0.06 224 | 0.03 283 | 0.07 333 | 0.33 332 | 0.50 415 |
|
| THIR-Stereo |  | 9.38 428 | 1.78 383 | 8.50 339 | 4.74 262 | 0.71 123 | 15.92 482 | 11.93 563 | 16.39 321 | 21.56 415 | 24.27 535 | 32.07 523 | 14.40 369 | 14.14 483 | 11.49 313 | 8.39 437 | 0.05 299 | 0.25 484 | 0.10 389 | 0.05 303 | 0.33 332 | 0.58 433 |
|
| MIF-Stereo (partial) |  | 4.33 217 | 1.23 190 | 7.27 270 | 5.04 285 | 5.31 507 | 3.47 75 | 0.95 109 | 9.06 164 | 7.41 217 | 4.15 170 | 15.76 299 | 5.38 200 | 5.22 251 | 11.56 318 | 4.21 319 | 0.04 274 | 0.02 89 | 0.05 316 | 0.03 252 | 0.34 338 | 0.12 192 |
|
| test_4 |  | 5.47 258 | 0.98 118 | 5.56 187 | 6.55 422 | 0.62 101 | 5.53 218 | 1.88 244 | 11.68 217 | 6.00 177 | 12.60 307 | 30.86 501 | 7.48 255 | 3.87 172 | 12.25 361 | 2.97 251 | 0.00 1 | 0.07 253 | 0.03 283 | 0.14 390 | 0.34 338 | 0.04 74 |
|
| raft+_RVC |  | 6.69 323 | 1.61 325 | 5.57 188 | 6.37 408 | 4.62 465 | 6.51 292 | 6.18 439 | 20.39 392 | 23.38 436 | 10.62 277 | 17.82 318 | 9.89 289 | 5.65 269 | 10.70 266 | 3.67 291 | 0.00 1 | 0.14 395 | 0.00 1 | 0.00 1 | 0.34 338 | 0.27 336 |
|
| CFNet-RSSM |  | 5.55 271 | 1.08 148 | 8.60 343 | 4.30 236 | 1.21 201 | 6.42 288 | 1.25 130 | 16.12 319 | 17.84 372 | 13.12 319 | 11.14 253 | 11.84 320 | 5.52 260 | 9.14 213 | 2.35 212 | 0.01 137 | 0.20 439 | 0.00 1 | 0.36 507 | 0.34 338 | 0.07 132 |
|
| Hybrid-DGEV-03 |  | 6.90 337 | 1.58 313 | 5.75 198 | 6.11 393 | 1.20 199 | 11.62 390 | 2.60 305 | 13.70 268 | 14.15 318 | 16.58 402 | 29.44 477 | 14.00 366 | 5.86 276 | 10.87 280 | 3.69 292 | 0.00 1 | 0.07 253 | 0.13 418 | 0.00 1 | 0.35 342 | 0.28 341 |
|
| MIPNet |  | 6.75 330 | 1.67 344 | 12.34 467 | 4.67 259 | 1.47 232 | 10.01 355 | 2.24 278 | 26.43 463 | 17.22 360 | 14.72 348 | 12.75 272 | 7.02 242 | 9.68 384 | 8.44 174 | 5.26 357 | 0.01 137 | 0.04 149 | 0.05 316 | 0.09 353 | 0.35 342 | 0.55 425 |
|
| G2L-Stereo |  | 10.09 458 | 1.97 412 | 9.53 392 | 7.09 452 | 4.21 432 | 9.10 346 | 8.53 502 | 29.05 495 | 22.51 428 | 19.28 464 | 25.57 429 | 22.70 488 | 10.67 399 | 15.44 461 | 14.88 517 | 0.25 419 | 0.04 149 | 0.08 358 | 0.01 187 | 0.36 344 | 0.42 393 |
|
| mms |  | 2.86 121 | 1.38 241 | 5.26 155 | 3.68 177 | 1.84 277 | 4.23 109 | 4.01 365 | 8.01 125 | 4.29 123 | 2.43 101 | 5.53 164 | 3.05 136 | 1.35 70 | 9.22 214 | 2.06 187 | 0.00 1 | 0.06 224 | 0.00 1 | 0.00 1 | 0.36 344 | 0.44 399 |
|
| psmg |  | 9.80 444 | 1.48 270 | 7.93 302 | 5.18 310 | 3.96 415 | 15.85 481 | 7.93 493 | 29.11 496 | 21.58 416 | 20.93 495 | 25.06 421 | 22.28 483 | 11.53 424 | 14.18 432 | 7.81 417 | 0.19 380 | 0.13 378 | 0.17 439 | 0.04 275 | 0.36 344 | 0.21 294 |
|
| IPLGR_C |  | 7.16 351 | 2.48 467 | 12.98 477 | 7.52 474 | 4.91 474 | 10.56 365 | 4.59 387 | 15.63 308 | 14.12 317 | 17.42 421 | 18.87 336 | 8.00 262 | 4.59 216 | 10.76 270 | 8.81 443 | 0.32 438 | 0.32 506 | 0.03 283 | 0.13 384 | 0.36 344 | 0.76 465 |
|
| CrosDoStereo |  | 9.24 418 | 1.29 211 | 8.16 319 | 4.56 253 | 1.04 173 | 7.52 321 | 15.00 593 | 15.85 314 | 24.31 452 | 24.27 535 | 33.44 543 | 13.37 354 | 13.82 473 | 12.23 359 | 8.86 446 | 0.01 137 | 0.11 349 | 0.09 370 | 0.04 275 | 0.36 344 | 0.53 420 |
|
| DeepStereo_LL |  | 9.24 418 | 1.29 211 | 8.16 319 | 4.56 253 | 1.04 173 | 7.52 321 | 15.00 593 | 15.85 314 | 24.31 452 | 24.27 535 | 33.44 543 | 13.37 354 | 13.82 473 | 12.23 359 | 8.86 446 | 0.01 137 | 0.11 349 | 0.09 370 | 0.04 275 | 0.36 344 | 0.53 420 |
|
| DMCA |  | 8.51 397 | 1.90 397 | 9.96 416 | 5.16 304 | 4.14 430 | 10.29 359 | 4.46 381 | 25.52 448 | 19.55 389 | 16.33 394 | 20.69 365 | 17.59 428 | 11.26 415 | 10.42 255 | 11.36 484 | 0.50 488 | 0.08 289 | 0.35 498 | 0.05 303 | 0.36 344 | 0.31 357 |
|
| PSi22 |  | 4.19 214 | 1.37 236 | 4.15 98 | 3.83 191 | 0.37 42 | 4.56 130 | 0.25 47 | 7.21 98 | 15.42 338 | 4.31 171 | 6.96 187 | 13.76 363 | 5.93 278 | 13.23 408 | 1.88 164 | 0.00 1 | 0.02 89 | 0.00 1 | 0.00 1 | 0.37 351 | 0.20 283 |
|
| H2IRNET |  | 5.89 288 | 1.14 166 | 6.65 236 | 4.13 210 | 2.24 316 | 4.15 101 | 0.73 88 | 12.10 224 | 13.21 306 | 7.09 236 | 20.45 362 | 15.74 392 | 10.74 400 | 10.36 252 | 7.84 419 | 0.06 319 | 0.00 1 | 0.07 347 | 0.53 544 | 0.37 351 | 0.16 245 |
|
| CIPLG |  | 7.15 350 | 2.44 464 | 12.82 474 | 7.38 465 | 4.93 475 | 10.51 364 | 4.56 385 | 15.17 295 | 13.25 308 | 17.45 423 | 19.75 349 | 8.42 268 | 4.60 217 | 11.41 311 | 8.31 434 | 0.33 440 | 0.32 506 | 0.03 283 | 0.14 390 | 0.37 351 | 0.72 460 |
|
| ACRE |  | 7.07 347 | 2.38 461 | 13.26 481 | 7.36 464 | 4.86 471 | 10.28 358 | 4.40 377 | 15.51 303 | 13.69 313 | 17.22 418 | 19.23 340 | 8.00 262 | 4.20 187 | 10.64 263 | 8.50 439 | 0.33 440 | 0.32 506 | 0.03 283 | 0.14 390 | 0.37 351 | 0.77 468 |
|
| RAFT-Stereo + iAFF |  | 5.48 261 | 1.66 343 | 7.56 283 | 3.49 155 | 0.40 49 | 2.75 42 | 0.67 79 | 16.07 318 | 14.76 326 | 12.27 290 | 18.67 334 | 11.95 325 | 8.08 351 | 7.84 156 | 2.89 245 | 0.01 137 | 0.06 224 | 0.00 1 | 0.00 1 | 0.37 351 | 0.04 74 |
|
| MMNet |  | 12.97 524 | 2.08 436 | 12.74 473 | 6.98 447 | 6.27 552 | 26.39 587 | 4.73 389 | 23.10 425 | 41.79 593 | 25.48 554 | 32.29 528 | 21.09 472 | 17.79 542 | 19.52 529 | 17.90 541 | 0.19 380 | 0.07 253 | 0.10 389 | 0.00 1 | 0.37 351 | 0.59 435 |
|
| rvit_stereo_0075_2 |  | 9.10 414 | 3.87 522 | 19.26 561 | 11.81 587 | 8.82 606 | 5.75 245 | 4.40 377 | 22.77 421 | 17.68 371 | 11.90 286 | 28.34 462 | 16.05 402 | 6.35 302 | 14.30 436 | 7.67 416 | 0.52 493 | 0.34 514 | 0.51 516 | 0.08 339 | 0.38 357 | 1.14 509 |
|
| MIM_Stereo |  | 7.02 344 | 1.55 297 | 10.78 441 | 4.17 212 | 0.58 91 | 5.25 201 | 1.32 139 | 19.03 368 | 12.59 296 | 16.74 408 | 28.83 467 | 13.20 350 | 5.53 261 | 12.89 391 | 7.11 394 | 0.00 1 | 0.23 465 | 0.00 1 | 0.01 187 | 0.38 357 | 0.28 341 |
|
| PSM-AAD |  | 8.62 401 | 1.22 185 | 5.69 195 | 6.31 406 | 1.12 185 | 12.74 414 | 10.01 527 | 19.29 373 | 15.25 333 | 21.54 509 | 25.11 422 | 14.24 367 | 13.47 465 | 12.15 356 | 3.93 308 | 0.01 137 | 0.06 224 | 2.48 599 | 0.16 402 | 0.38 357 | 7.28 628 |
|
| UGAM |  | 10.01 453 | 1.28 207 | 9.19 380 | 6.53 419 | 4.31 442 | 6.72 301 | 10.45 540 | 15.31 297 | 25.98 471 | 20.56 489 | 27.42 452 | 22.70 488 | 11.49 422 | 26.30 587 | 10.64 475 | 0.00 1 | 0.00 1 | 0.46 510 | 0.03 252 | 0.39 360 | 0.43 396 |
|
| rvit_stereo_0081 |  | 3.93 201 | 1.78 383 | 8.60 343 | 6.26 402 | 1.73 265 | 3.48 76 | 2.36 285 | 7.71 117 | 15.81 346 | 4.41 177 | 5.39 152 | 5.14 192 | 3.94 174 | 7.95 159 | 3.57 282 | 0.01 137 | 0.01 34 | 0.00 1 | 0.01 187 | 0.39 360 | 0.10 165 |
|
| rvit_stereo_0082 |  | 3.93 201 | 1.78 383 | 8.60 343 | 6.26 402 | 1.73 265 | 3.48 76 | 2.36 285 | 7.71 117 | 15.81 346 | 4.41 177 | 5.39 152 | 5.14 192 | 3.94 174 | 7.95 159 | 3.57 282 | 0.01 137 | 0.01 34 | 0.00 1 | 0.01 187 | 0.39 360 | 0.10 165 |
|
| test_sample3 |  | 8.76 404 | 1.62 331 | 9.99 419 | 5.21 316 | 2.61 340 | 17.43 513 | 5.37 404 | 26.91 470 | 19.77 392 | 17.13 415 | 20.82 371 | 16.55 407 | 9.70 385 | 12.52 378 | 8.59 440 | 0.21 393 | 0.07 253 | 0.05 316 | 0.04 275 | 0.39 360 | 0.30 349 |
|
| RAFT_CTSACE |  | 8.24 388 | 1.97 412 | 8.39 327 | 6.89 445 | 5.11 490 | 5.86 254 | 2.63 308 | 14.62 285 | 16.88 356 | 23.52 532 | 34.77 555 | 16.02 399 | 7.37 334 | 17.91 507 | 2.23 206 | 0.00 1 | 0.12 362 | 0.00 1 | 0.03 252 | 0.39 360 | 0.05 102 |
|
| KYRaft |  | 9.04 412 | 1.11 159 | 7.02 260 | 6.50 416 | 0.97 168 | 8.27 335 | 8.19 494 | 22.86 423 | 8.20 234 | 21.30 506 | 31.38 510 | 22.64 487 | 8.20 353 | 11.99 339 | 2.96 250 | 0.02 215 | 0.02 89 | 0.05 316 | 0.68 556 | 0.40 365 | 18.09 662 |
|
| AFF-stereo |  | 6.17 303 | 1.61 325 | 7.02 260 | 4.08 204 | 0.64 105 | 3.53 81 | 0.76 90 | 16.00 317 | 13.14 304 | 12.86 312 | 25.42 426 | 15.67 391 | 7.86 345 | 11.12 292 | 3.21 273 | 0.02 215 | 0.06 224 | 0.00 1 | 0.00 1 | 0.40 365 | 0.08 147 |
|
| MLCV |  | 9.32 424 | 2.22 452 | 12.55 471 | 5.22 318 | 1.32 214 | 13.79 434 | 1.35 144 | 21.14 400 | 23.65 441 | 21.91 512 | 31.37 509 | 17.14 419 | 7.57 336 | 16.00 480 | 10.18 466 | 0.22 399 | 0.01 34 | 0.03 283 | 0.02 227 | 0.40 365 | 0.29 346 |
|
| quiztm |  | 4.28 216 | 1.71 353 | 5.37 164 | 4.86 274 | 5.11 490 | 4.60 138 | 2.84 320 | 13.08 253 | 7.79 225 | 8.37 247 | 11.40 257 | 6.75 234 | 2.57 127 | 7.18 134 | 2.59 227 | 0.80 538 | 0.03 128 | 0.00 1 | 0.07 333 | 0.41 368 | 0.11 182 |
|
| DispNO |  | 9.33 425 | 1.78 383 | 15.84 525 | 5.73 355 | 5.74 531 | 12.24 405 | 4.81 396 | 25.06 443 | 21.10 408 | 16.70 407 | 20.86 372 | 17.78 431 | 11.76 431 | 16.74 495 | 8.85 445 | 0.22 399 | 0.15 402 | 0.03 283 | 0.12 379 | 0.41 368 | 0.64 446 |
|
| ProNet |  | 3.61 183 | 1.91 400 | 6.17 219 | 3.31 139 | 0.67 111 | 5.51 216 | 6.46 452 | 12.60 241 | 6.23 181 | 3.18 133 | 4.80 132 | 3.64 154 | 3.57 163 | 11.15 298 | 2.11 195 | 0.02 215 | 0.21 447 | 0.01 237 | 0.01 187 | 0.41 368 | 0.14 217 |
|
| Prome-Stereo |  | 8.10 382 | 1.28 207 | 5.48 176 | 6.50 416 | 1.51 239 | 6.70 299 | 9.42 514 | 21.08 398 | 9.13 253 | 20.88 494 | 32.84 534 | 11.95 325 | 11.86 432 | 11.75 333 | 3.97 311 | 0.01 137 | 0.02 89 | 0.18 444 | 0.12 379 | 0.41 368 | 7.01 623 |
|
| MM-Stereo_test1 |  | 5.04 236 | 1.17 174 | 6.08 215 | 5.38 330 | 0.80 146 | 4.99 180 | 7.07 474 | 13.43 261 | 12.00 285 | 12.94 315 | 10.20 233 | 5.92 212 | 6.69 313 | 11.26 305 | 2.19 202 | 0.01 137 | 0.11 349 | 0.00 1 | 0.00 1 | 0.42 372 | 0.07 132 |
|
| NINENet |  | 10.74 477 | 2.29 457 | 10.44 432 | 8.03 491 | 5.09 487 | 17.62 519 | 2.79 315 | 38.69 614 | 33.24 541 | 18.35 448 | 26.31 438 | 14.49 371 | 9.40 379 | 15.88 471 | 10.57 472 | 0.41 467 | 0.21 447 | 0.29 488 | 0.00 1 | 0.42 372 | 0.23 312 |
|
| LG-Stereo_Zeroshot |  | 2.77 115 | 0.90 103 | 5.49 177 | 4.91 279 | 1.75 268 | 3.75 88 | 0.85 99 | 7.14 96 | 3.33 101 | 3.51 145 | 10.67 243 | 2.03 103 | 5.26 254 | 3.11 34 | 1.80 157 | 0.00 1 | 0.06 224 | 0.00 1 | 0.19 422 | 0.43 374 | 0.19 278 |
|
| test_sample4 |  | 9.10 414 | 1.65 339 | 9.91 414 | 5.19 313 | 2.57 338 | 16.59 505 | 5.38 406 | 27.37 475 | 19.80 394 | 17.80 429 | 27.52 453 | 15.01 381 | 11.21 414 | 12.69 383 | 8.15 432 | 0.21 393 | 0.07 253 | 0.06 336 | 0.03 252 | 0.43 374 | 0.30 349 |
|
| cf-r |  | 10.06 455 | 1.60 320 | 7.99 308 | 5.82 359 | 5.70 528 | 12.92 418 | 4.78 391 | 24.18 437 | 27.47 486 | 16.91 411 | 31.02 504 | 25.12 518 | 14.05 480 | 11.63 326 | 11.01 482 | 0.03 253 | 0.03 128 | 0.05 316 | 0.03 252 | 0.43 374 | 0.39 383 |
|
| coex_refinement |  | 11.56 492 | 1.53 289 | 7.45 281 | 8.18 495 | 5.09 487 | 17.10 509 | 7.07 474 | 31.05 526 | 32.20 532 | 18.57 453 | 30.81 500 | 25.84 525 | 12.31 442 | 13.41 413 | 19.47 549 | 0.23 408 | 0.04 149 | 0.02 262 | 0.10 366 | 0.44 377 | 0.37 377 |
|
| CAS |  | 5.20 244 | 0.78 51 | 3.30 37 | 17.06 625 | 7.59 583 | 8.07 331 | 6.31 442 | 9.46 171 | 9.09 252 | 4.57 181 | 10.67 243 | 1.91 98 | 1.22 63 | 4.18 64 | 2.16 200 | 10.33 644 | 0.02 89 | 0.00 1 | 0.02 227 | 0.44 377 | 6.83 620 |
|
| MM-Stereo_test3 |  | 5.71 280 | 1.22 185 | 5.59 192 | 5.84 363 | 5.43 513 | 4.74 156 | 6.54 456 | 19.30 374 | 23.72 444 | 8.53 251 | 11.36 256 | 7.15 244 | 2.84 135 | 8.62 182 | 2.51 223 | 0.05 299 | 0.07 253 | 0.00 1 | 0.00 1 | 0.45 379 | 0.17 254 |
|
| HART |  | 3.80 196 | 1.52 287 | 5.45 171 | 4.85 273 | 0.51 78 | 4.41 122 | 0.76 90 | 12.59 240 | 5.08 153 | 5.95 217 | 12.76 273 | 6.87 237 | 1.72 88 | 10.71 267 | 1.84 163 | 0.00 1 | 0.13 378 | 0.10 389 | 0.00 1 | 0.45 379 | 0.26 330 |
|
| tg |  | 5.09 240 | 1.48 270 | 6.73 240 | 4.83 269 | 1.23 203 | 7.57 323 | 0.49 65 | 18.35 354 | 11.87 281 | 9.28 260 | 14.61 285 | 7.15 244 | 4.12 182 | 10.58 258 | 2.74 237 | 0.00 1 | 0.04 149 | 0.00 1 | 0.00 1 | 0.45 379 | 0.36 376 |
|
| SA |  | 7.93 376 | 1.54 294 | 9.13 376 | 7.98 490 | 0.64 105 | 5.85 252 | 2.29 282 | 22.27 415 | 24.54 459 | 13.17 320 | 31.07 505 | 8.87 274 | 10.32 396 | 16.49 491 | 3.12 266 | 0.04 274 | 0.12 362 | 0.17 439 | 0.30 486 | 0.45 379 | 0.17 254 |
|
| Sa-1000 |  | 8.38 393 | 1.50 280 | 8.13 315 | 7.56 476 | 0.89 158 | 14.39 447 | 2.47 296 | 24.31 438 | 23.74 445 | 15.18 367 | 28.35 463 | 11.42 313 | 8.85 365 | 16.20 486 | 3.28 276 | 0.17 373 | 0.23 465 | 0.15 430 | 0.23 443 | 0.46 383 | 0.19 278 |
|
| GMOStereo |  | 5.97 292 | 1.55 297 | 7.18 264 | 5.17 305 | 0.71 123 | 5.54 219 | 2.21 272 | 10.54 200 | 12.86 297 | 18.29 444 | 22.01 388 | 17.06 412 | 6.27 295 | 6.62 117 | 2.43 215 | 0.00 1 | 0.23 465 | 0.12 406 | 0.00 1 | 0.46 383 | 0.10 165 |
|
| error version |  | 5.97 292 | 1.55 297 | 7.18 264 | 5.17 305 | 0.71 123 | 5.54 219 | 2.21 272 | 10.54 200 | 12.86 297 | 18.29 444 | 22.01 388 | 17.06 412 | 6.27 295 | 6.62 117 | 2.43 215 | 0.00 1 | 0.23 465 | 0.12 406 | 0.00 1 | 0.46 383 | 0.10 165 |
|
| test-v |  | 5.97 292 | 1.55 297 | 7.18 264 | 5.17 305 | 0.71 123 | 5.54 219 | 2.21 272 | 10.54 200 | 12.86 297 | 18.29 444 | 22.01 388 | 17.06 412 | 6.27 295 | 6.62 117 | 2.43 215 | 0.00 1 | 0.23 465 | 0.12 406 | 0.00 1 | 0.46 383 | 0.10 165 |
|
| test-2 |  | 5.97 292 | 1.55 297 | 7.18 264 | 5.17 305 | 0.71 123 | 5.54 219 | 2.21 272 | 10.54 200 | 12.86 297 | 18.29 444 | 22.01 388 | 17.06 412 | 6.27 295 | 6.62 117 | 2.43 215 | 0.00 1 | 0.23 465 | 0.12 406 | 0.00 1 | 0.46 383 | 0.10 165 |
|
| GMM-Stereo |  | 8.34 391 | 1.09 154 | 6.42 229 | 6.14 396 | 2.52 333 | 10.30 360 | 9.64 519 | 23.44 428 | 10.64 271 | 17.84 430 | 29.89 484 | 17.37 427 | 7.75 342 | 11.55 317 | 4.36 324 | 0.05 299 | 0.01 34 | 0.23 468 | 0.90 566 | 0.46 383 | 6.26 612 |
|
| iRaftStereo_RVC |  | 4.68 227 | 1.51 283 | 6.89 253 | 4.91 279 | 0.72 132 | 5.26 202 | 0.46 63 | 17.60 338 | 10.47 268 | 9.53 262 | 15.13 292 | 5.75 207 | 3.24 147 | 8.93 202 | 2.22 205 | 0.00 1 | 0.09 308 | 0.00 1 | 0.00 1 | 0.46 383 | 0.41 390 |
|
| GCAP-Stereo-DPT-36K |  | 4.05 210 | 10.05 597 | 27.86 592 | 2.06 18 | 3.89 410 | 3.82 90 | 1.73 211 | 8.20 135 | 3.20 91 | 2.36 99 | 4.75 126 | 2.89 134 | 2.70 129 | 4.26 67 | 0.58 17 | 0.04 274 | 0.14 395 | 0.00 1 | 0.44 531 | 0.47 390 | 1.52 529 |
|
| DAS |  | 10.80 481 | 2.03 430 | 13.96 496 | 9.01 513 | 6.23 548 | 14.67 456 | 7.38 484 | 21.59 404 | 32.58 536 | 18.67 455 | 28.13 458 | 19.20 454 | 17.08 534 | 16.54 492 | 7.31 397 | 0.58 499 | 0.01 34 | 0.29 488 | 0.01 187 | 0.47 390 | 0.20 283 |
|
| SepStereo |  | 11.34 488 | 2.03 430 | 13.96 496 | 9.01 513 | 6.23 548 | 14.67 456 | 7.38 484 | 21.59 404 | 32.58 536 | 18.67 455 | 28.13 458 | 19.20 454 | 17.08 534 | 27.36 592 | 7.31 397 | 0.58 499 | 0.01 34 | 0.29 488 | 0.01 187 | 0.47 390 | 0.20 283 |
|
| test_sample5 |  | 9.36 426 | 1.61 325 | 9.63 398 | 5.30 323 | 2.52 333 | 15.42 472 | 6.00 430 | 27.25 473 | 19.96 395 | 18.36 449 | 31.81 519 | 15.99 397 | 11.29 416 | 13.21 405 | 7.66 414 | 0.23 408 | 0.08 289 | 0.07 347 | 0.04 275 | 0.48 393 | 0.34 367 |
|
| DualNet |  | 9.49 433 | 1.61 325 | 9.63 398 | 5.30 323 | 2.52 333 | 15.42 472 | 6.00 430 | 27.25 473 | 19.96 395 | 19.40 465 | 33.22 539 | 15.99 397 | 11.29 416 | 13.21 405 | 7.66 414 | 0.23 408 | 0.08 289 | 0.07 347 | 0.04 275 | 0.48 393 | 0.34 367 |
|
| mmx |  | 10.71 475 | 1.43 254 | 9.67 402 | 5.70 349 | 3.44 385 | 11.96 398 | 6.35 443 | 32.18 542 | 28.03 490 | 15.83 380 | 31.44 513 | 17.22 421 | 10.87 404 | 16.19 483 | 21.98 567 | 0.22 399 | 0.06 224 | 0.80 543 | 0.08 339 | 0.48 393 | 0.21 294 |
|
| xxx |   | 10.71 475 | 1.43 254 | 9.67 402 | 5.70 349 | 3.44 385 | 11.96 398 | 6.35 443 | 32.18 542 | 28.03 490 | 15.83 380 | 31.44 513 | 17.22 421 | 10.87 404 | 16.19 483 | 21.98 567 | 0.22 399 | 0.06 224 | 0.80 543 | 0.08 339 | 0.48 393 | 0.21 294 |
|
| UniTT-Stereo |  | 2.89 123 | 0.90 103 | 6.74 242 | 4.08 204 | 2.42 328 | 2.63 37 | 0.42 58 | 5.57 33 | 4.88 140 | 5.36 204 | 7.63 197 | 1.09 54 | 1.47 76 | 8.80 196 | 5.11 351 | 0.03 253 | 0.07 253 | 0.00 1 | 0.01 187 | 0.48 393 | 0.11 182 |
|
| TRStereo |  | 6.22 305 | 6.09 561 | 11.30 449 | 9.19 520 | 7.41 579 | 4.75 158 | 1.74 215 | 19.70 377 | 11.74 280 | 10.61 275 | 8.65 204 | 10.67 300 | 3.22 146 | 13.81 426 | 3.60 285 | 0.31 437 | 0.23 465 | 0.12 406 | 0.36 507 | 0.48 393 | 0.38 380 |
|
| HGLStereo |  | 12.72 520 | 2.66 478 | 12.34 467 | 9.93 543 | 7.55 581 | 16.16 492 | 7.45 487 | 31.48 533 | 27.01 482 | 20.01 477 | 35.31 558 | 26.98 535 | 18.90 556 | 17.87 506 | 18.90 546 | 0.33 440 | 0.16 413 | 0.07 347 | 0.05 303 | 0.48 393 | 0.70 457 |
|
| LE_ROB |  | 22.93 620 | 3.07 496 | 14.02 498 | 7.70 480 | 2.86 357 | 31.99 616 | 17.35 616 | 28.10 483 | 67.19 677 | 70.51 680 | 55.61 657 | 49.07 650 | 47.62 659 | 24.76 580 | 36.49 637 | 0.35 447 | 0.20 439 | 0.27 477 | 0.55 546 | 0.48 393 | 0.44 399 |
|
| pmcnn |  | 14.59 543 | 3.68 514 | 19.78 566 | 6.83 442 | 4.51 460 | 21.27 545 | 14.67 588 | 27.37 475 | 30.54 511 | 27.09 571 | 40.19 591 | 38.71 610 | 18.53 553 | 17.70 504 | 19.27 547 | 0.84 544 | 0.09 308 | 0.00 1 | 0.00 1 | 0.48 393 | 0.31 357 |
|
| S2M2_L |  | 2.06 57 | 1.28 207 | 4.05 88 | 3.20 126 | 1.14 193 | 2.31 28 | 0.06 11 | 6.26 64 | 6.67 192 | 1.75 63 | 4.48 113 | 4.47 174 | 0.81 45 | 2.36 15 | 1.52 132 | 0.25 419 | 0.10 328 | 0.03 283 | 0.00 1 | 0.49 402 | 0.03 47 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| gwcnet-sp |  | 9.81 445 | 2.82 483 | 13.47 488 | 5.99 379 | 4.27 436 | 16.20 494 | 5.91 423 | 25.55 449 | 24.34 455 | 21.01 497 | 20.69 365 | 15.22 384 | 14.96 502 | 14.50 443 | 9.97 461 | 0.05 299 | 0.15 402 | 0.02 262 | 0.08 339 | 0.49 402 | 0.51 416 |
|
| scenet |  | 9.81 445 | 2.82 483 | 13.47 488 | 5.99 379 | 4.27 436 | 16.20 494 | 5.91 423 | 25.55 449 | 24.34 455 | 21.01 497 | 20.69 365 | 15.22 384 | 14.96 502 | 14.50 443 | 9.97 461 | 0.05 299 | 0.15 402 | 0.02 262 | 0.08 339 | 0.49 402 | 0.51 416 |
|
| ssnet |  | 9.81 445 | 2.82 483 | 13.47 488 | 5.99 379 | 4.27 436 | 16.20 494 | 5.91 423 | 25.55 449 | 24.34 455 | 21.01 497 | 20.69 365 | 15.22 384 | 14.96 502 | 14.50 443 | 9.97 461 | 0.05 299 | 0.15 402 | 0.02 262 | 0.08 339 | 0.49 402 | 0.51 416 |
|
| DLCB_ROB |  | 13.35 533 | 3.00 494 | 9.12 374 | 9.43 524 | 5.68 525 | 21.80 549 | 10.12 532 | 29.19 499 | 29.92 508 | 27.71 574 | 31.45 517 | 32.37 572 | 19.50 559 | 19.02 520 | 16.73 531 | 0.22 399 | 0.04 149 | 0.38 504 | 0.06 322 | 0.49 402 | 0.85 478 |
|
| SCV |  | 3.20 155 | 1.40 245 | 5.96 209 | 4.71 261 | 0.71 123 | 4.21 108 | 1.70 197 | 10.94 210 | 6.06 178 | 1.85 69 | 4.80 132 | 6.16 216 | 2.74 132 | 9.82 234 | 1.74 153 | 0.05 299 | 0.09 308 | 0.00 1 | 0.24 453 | 0.50 407 | 0.30 349 |
|
| rvit_0105_3 |  | 9.23 417 | 3.67 513 | 17.68 547 | 11.75 585 | 1.89 287 | 9.37 352 | 8.48 500 | 18.68 360 | 30.64 513 | 15.02 357 | 14.72 287 | 17.87 434 | 9.94 390 | 15.66 463 | 6.54 384 | 0.36 449 | 0.43 530 | 0.01 237 | 0.41 521 | 0.50 407 | 1.01 498 |
|
| test_sample6 |  | 9.79 443 | 1.61 325 | 9.84 411 | 5.35 329 | 2.35 325 | 15.59 476 | 6.60 461 | 28.40 486 | 20.96 405 | 19.40 465 | 33.22 539 | 17.17 420 | 11.58 428 | 13.43 414 | 8.82 444 | 0.26 424 | 0.10 328 | 0.10 389 | 0.06 322 | 0.50 407 | 0.41 390 |
|
| MDST_ROB |  | 17.92 578 | 1.60 320 | 13.68 493 | 13.88 606 | 6.44 554 | 43.05 649 | 14.86 590 | 42.74 637 | 41.66 591 | 43.25 643 | 42.85 611 | 28.43 539 | 17.28 536 | 29.35 603 | 16.06 525 | 0.88 549 | 0.11 349 | 0.63 527 | 0.47 536 | 0.50 407 | 0.64 446 |
|
| rvit_0105_6 |  | 5.74 283 | 2.76 480 | 14.29 506 | 9.83 541 | 1.73 265 | 5.18 196 | 5.24 401 | 10.21 192 | 20.31 398 | 6.26 220 | 6.78 180 | 10.10 294 | 6.43 304 | 11.20 302 | 3.33 277 | 0.18 376 | 0.29 496 | 0.00 1 | 0.00 1 | 0.51 411 | 0.14 217 |
|
| CBFPSM |  | 12.42 511 | 2.59 476 | 28.96 596 | 4.74 262 | 3.20 375 | 22.33 552 | 16.31 607 | 21.13 399 | 21.03 407 | 21.04 500 | 27.81 454 | 30.24 555 | 15.99 519 | 14.59 447 | 14.80 513 | 0.04 274 | 0.49 546 | 0.10 389 | 0.16 402 | 0.51 411 | 2.34 561 |
|
| GwcNet-ADL |  | 8.48 394 | 1.70 352 | 9.38 387 | 7.10 454 | 2.78 355 | 6.74 303 | 6.57 459 | 30.15 511 | 26.01 473 | 15.15 365 | 17.77 317 | 13.93 364 | 6.96 326 | 12.96 396 | 9.91 460 | 0.48 484 | 0.72 572 | 0.01 237 | 0.01 187 | 0.51 411 | 0.84 475 |
|
| RALAANet |  | 6.49 314 | 2.49 469 | 9.69 406 | 7.09 452 | 4.98 480 | 6.23 276 | 1.68 193 | 19.90 382 | 14.26 320 | 15.04 358 | 14.56 284 | 12.69 336 | 4.38 193 | 12.91 393 | 3.07 262 | 0.02 215 | 0.07 253 | 0.00 1 | 0.10 366 | 0.51 411 | 0.15 237 |
|
| ACVNet |  | 10.36 464 | 1.68 350 | 5.49 177 | 6.01 382 | 2.75 353 | 12.78 416 | 3.56 351 | 21.89 410 | 34.81 553 | 14.96 354 | 30.78 498 | 24.72 514 | 13.88 477 | 15.81 468 | 17.20 534 | 0.13 356 | 0.01 34 | 0.06 336 | 0.06 322 | 0.51 411 | 0.15 237 |
|
| GANet-RSSM |  | 9.48 431 | 1.32 223 | 6.45 231 | 6.72 435 | 5.51 517 | 12.78 416 | 6.03 434 | 26.55 464 | 18.96 387 | 14.92 353 | 27.95 456 | 25.41 522 | 14.69 498 | 13.52 418 | 7.60 410 | 0.10 342 | 0.10 328 | 0.16 437 | 0.01 187 | 0.51 411 | 0.39 383 |
|
| RT-IGEV |  | 10.44 466 | 1.62 331 | 11.92 461 | 5.95 375 | 2.23 314 | 21.30 546 | 14.50 586 | 29.47 504 | 24.30 451 | 21.51 508 | 20.17 354 | 23.81 503 | 12.18 439 | 13.13 404 | 4.90 346 | 0.10 342 | 0.27 491 | 0.05 316 | 0.37 511 | 0.52 417 | 0.55 425 |
|
| Former-RAFT_DAM_RVC |  | 4.69 229 | 2.56 473 | 8.72 348 | 4.26 227 | 3.52 392 | 9.22 348 | 1.48 153 | 13.54 262 | 18.88 386 | 7.47 239 | 7.08 189 | 2.04 104 | 2.24 108 | 9.66 228 | 2.27 208 | 0.05 299 | 0.02 89 | 0.07 347 | 0.00 1 | 0.53 418 | 0.21 294 |
|
| CRFU-Net |  | 12.56 516 | 2.89 487 | 11.77 458 | 8.18 495 | 5.80 533 | 24.84 570 | 10.46 544 | 24.56 439 | 13.12 303 | 30.06 591 | 29.37 471 | 29.09 541 | 19.64 560 | 19.96 535 | 18.53 543 | 0.82 541 | 0.48 543 | 0.27 477 | 0.15 399 | 0.53 418 | 0.68 451 |
|
| PAM_32 |  | 6.82 333 | 1.73 356 | 14.16 501 | 5.34 328 | 1.47 232 | 13.84 436 | 0.88 103 | 14.75 288 | 6.34 185 | 14.22 341 | 9.14 214 | 24.94 517 | 11.87 433 | 12.50 375 | 2.79 241 | 0.14 358 | 0.27 491 | 0.09 370 | 0.42 524 | 0.54 420 | 0.89 483 |
|
| HHNet |  | 7.39 356 | 1.75 368 | 7.24 269 | 3.26 132 | 3.18 373 | 5.04 188 | 6.40 449 | 19.04 369 | 15.70 344 | 20.71 493 | 32.13 525 | 10.69 301 | 5.91 277 | 10.45 256 | 4.60 332 | 0.40 465 | 0.07 253 | 0.21 460 | 0.13 384 | 0.54 420 | 0.41 390 |
|
| GEStereo_RVC |  | 12.81 521 | 2.49 469 | 13.64 491 | 9.68 535 | 4.97 478 | 18.16 521 | 11.30 553 | 31.26 529 | 47.47 618 | 19.84 474 | 26.97 447 | 19.03 450 | 13.19 461 | 20.14 540 | 14.86 516 | 0.83 543 | 0.51 552 | 0.10 389 | 0.13 384 | 0.54 420 | 0.99 495 |
|
| DN-CSS_ROB |  | 8.17 386 | 2.59 476 | 14.14 500 | 6.11 393 | 3.22 376 | 6.31 283 | 3.53 349 | 22.92 424 | 20.59 401 | 16.66 404 | 30.05 488 | 9.31 279 | 7.95 348 | 13.49 415 | 4.78 337 | 0.72 522 | 0.00 1 | 0.45 509 | 0.00 1 | 0.54 420 | 0.09 153 |
|
| rvit_stereo_0080 |  | 3.98 204 | 2.11 440 | 7.62 287 | 3.68 177 | 1.90 290 | 4.16 102 | 7.60 489 | 9.69 177 | 8.13 231 | 5.08 199 | 7.39 193 | 6.27 221 | 4.44 200 | 6.73 122 | 3.92 306 | 0.20 388 | 0.01 34 | 0.00 1 | 0.00 1 | 0.55 424 | 0.12 192 |
|
| whm_eth |  | 3.98 204 | 2.11 440 | 7.62 287 | 3.68 177 | 1.90 290 | 4.16 102 | 7.60 489 | 9.69 177 | 8.13 231 | 5.08 199 | 7.39 193 | 6.27 221 | 4.44 200 | 6.73 122 | 3.92 306 | 0.20 388 | 0.01 34 | 0.00 1 | 0.00 1 | 0.55 424 | 0.12 192 |
|
| TestStereo1 |  | 7.62 363 | 1.62 331 | 7.60 285 | 10.47 558 | 1.86 282 | 4.76 159 | 2.48 297 | 19.73 378 | 22.33 426 | 16.79 409 | 26.02 433 | 9.33 280 | 9.30 374 | 15.92 474 | 3.37 278 | 0.01 137 | 0.02 89 | 0.02 262 | 0.05 303 | 0.55 424 | 0.28 341 |
|
| SA-5K |  | 7.62 363 | 1.62 331 | 7.60 285 | 10.47 558 | 1.86 282 | 4.76 159 | 2.48 297 | 19.73 378 | 22.33 426 | 16.79 409 | 26.02 433 | 9.33 280 | 9.30 374 | 15.92 474 | 3.37 278 | 0.01 137 | 0.02 89 | 0.02 262 | 0.05 303 | 0.55 424 | 0.28 341 |
|
| ARAFT |  | 8.50 396 | 3.19 501 | 16.58 535 | 5.52 338 | 0.91 161 | 12.13 403 | 11.20 551 | 17.19 335 | 18.28 380 | 18.40 451 | 16.33 306 | 17.10 418 | 8.58 357 | 18.56 514 | 5.00 348 | 0.11 347 | 0.04 149 | 0.00 1 | 0.00 1 | 0.55 424 | 0.25 326 |
|
| UPFNet |  | 11.72 496 | 1.52 287 | 10.33 430 | 7.38 465 | 7.14 573 | 20.05 536 | 9.62 518 | 28.90 494 | 25.94 470 | 20.02 478 | 29.73 482 | 20.91 468 | 16.34 522 | 18.61 516 | 16.17 528 | 0.26 424 | 0.17 418 | 0.25 472 | 0.03 252 | 0.55 424 | 0.56 430 |
|
| DStereoRT |  | 14.31 542 | 2.30 458 | 10.03 425 | 10.45 557 | 5.01 484 | 18.36 522 | 6.38 448 | 27.11 471 | 26.47 478 | 15.77 379 | 24.40 414 | 10.48 298 | 14.62 497 | 17.08 499 | 9.45 455 | 1.32 572 | 0.51 552 | 57.89 678 | 25.93 666 | 0.56 430 | 2.01 548 |
|
| AIO-test2 |  | 7.01 343 | 2.23 454 | 6.87 251 | 8.42 502 | 5.28 505 | 9.03 344 | 5.32 403 | 25.92 456 | 23.54 437 | 6.78 227 | 20.55 363 | 5.25 197 | 3.58 166 | 9.56 225 | 2.50 222 | 3.96 613 | 0.04 149 | 0.03 283 | 0.47 536 | 0.56 430 | 0.33 363 |
|
| PAM |  | 6.94 341 | 1.65 339 | 14.88 516 | 5.38 330 | 1.98 297 | 14.76 458 | 1.28 132 | 14.54 282 | 6.77 194 | 15.52 372 | 9.10 212 | 24.15 504 | 11.60 429 | 12.46 372 | 2.33 210 | 0.04 274 | 0.28 495 | 0.07 347 | 0.42 524 | 0.57 432 | 0.99 495 |
|
| MGS-Stereo |  | 3.26 160 | 1.29 211 | 6.73 240 | 3.30 137 | 0.47 68 | 4.89 169 | 1.55 171 | 6.15 61 | 8.88 251 | 4.31 171 | 10.15 232 | 5.48 203 | 1.27 65 | 8.09 166 | 1.97 176 | 0.04 274 | 0.01 34 | 0.02 262 | 0.00 1 | 0.57 432 | 0.04 74 |
|
| HITNet |  | 7.83 372 | 2.93 490 | 8.39 327 | 4.76 266 | 1.48 235 | 12.75 415 | 4.64 388 | 20.97 396 | 14.37 322 | 15.14 364 | 22.15 397 | 14.57 375 | 10.62 398 | 14.38 439 | 8.14 430 | 0.04 274 | 0.01 34 | 0.48 512 | 0.02 227 | 0.57 432 | 0.10 165 |
| 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 |
| AdaStereo |  | 10.22 460 | 3.63 511 | 9.14 378 | 9.15 517 | 3.24 378 | 15.79 480 | 5.39 411 | 31.94 538 | 25.42 464 | 18.39 450 | 26.47 440 | 19.44 457 | 9.50 381 | 16.60 493 | 8.59 440 | 0.44 474 | 0.05 187 | 0.40 506 | 0.00 1 | 0.57 432 | 0.16 245 |
| 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. |
| MyStereo8 |  | 7.13 348 | 2.48 467 | 10.86 444 | 6.81 441 | 4.98 480 | 10.73 369 | 1.42 149 | 14.58 284 | 9.73 258 | 15.75 377 | 23.16 404 | 12.17 332 | 7.96 349 | 9.85 236 | 10.21 468 | 0.04 274 | 0.19 433 | 0.08 358 | 0.21 431 | 0.58 436 | 0.82 472 |
|
| ICVP |  | 10.07 457 | 1.73 356 | 6.11 217 | 9.08 515 | 3.31 380 | 12.25 406 | 6.56 458 | 26.30 462 | 22.52 429 | 16.49 399 | 31.80 518 | 26.94 534 | 12.42 444 | 11.35 308 | 10.92 477 | 1.17 568 | 0.57 561 | 0.17 439 | 0.10 366 | 0.58 436 | 1.07 504 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| rvit_stereo_0081_aga |  | 3.72 193 | 2.39 462 | 8.60 343 | 5.27 321 | 2.99 369 | 5.02 182 | 1.94 254 | 8.12 133 | 6.24 182 | 6.74 224 | 6.85 185 | 5.85 211 | 3.28 150 | 7.31 139 | 3.04 259 | 0.02 215 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 438 | 0.22 302 |
|
| rvit_0105_4 |  | 6.69 323 | 2.81 482 | 15.46 519 | 10.22 553 | 1.58 246 | 5.99 261 | 5.81 421 | 13.77 273 | 23.65 441 | 7.16 237 | 9.46 220 | 12.64 334 | 7.78 343 | 12.03 341 | 3.83 301 | 0.19 380 | 0.47 541 | 0.00 1 | 0.01 187 | 0.60 439 | 0.37 377 |
|
| delet |  | 12.65 519 | 1.85 393 | 11.36 451 | 7.71 482 | 6.22 547 | 22.52 554 | 10.22 537 | 28.14 484 | 37.67 573 | 19.66 471 | 29.24 470 | 21.00 470 | 15.99 519 | 21.97 560 | 17.77 539 | 0.03 253 | 0.07 253 | 0.19 452 | 0.04 275 | 0.60 439 | 0.75 464 |
|
| rvit_105_1 |  | 13.56 537 | 5.57 553 | 19.88 567 | 13.22 598 | 4.58 464 | 15.04 463 | 28.61 658 | 26.56 465 | 42.75 599 | 18.83 458 | 24.53 416 | 20.93 469 | 13.85 475 | 18.02 510 | 11.90 488 | 1.74 579 | 0.60 563 | 0.25 472 | 2.10 606 | 0.61 441 | 1.64 534 |
|
| riskmin |  | 6.42 310 | 1.29 211 | 6.76 246 | 3.95 198 | 2.25 317 | 10.49 363 | 2.53 300 | 15.11 292 | 17.60 369 | 9.77 264 | 12.91 276 | 15.25 387 | 12.04 437 | 11.58 320 | 5.11 351 | 0.14 358 | 0.24 476 | 0.13 418 | 0.03 252 | 0.61 441 | 0.69 453 |
|
| iRaft-Stereo_20w |  | 6.06 300 | 1.84 391 | 12.04 465 | 4.23 220 | 1.67 259 | 6.77 304 | 2.22 276 | 18.73 362 | 6.08 179 | 14.72 348 | 10.33 237 | 13.42 358 | 8.14 352 | 15.88 471 | 3.08 265 | 0.01 137 | 0.24 476 | 0.13 418 | 0.39 517 | 0.61 441 | 0.71 458 |
|
| rvit_0105_5 |  | 7.60 361 | 3.13 500 | 16.37 533 | 9.97 546 | 1.59 248 | 7.41 317 | 6.27 441 | 17.78 343 | 25.62 466 | 10.30 270 | 10.39 238 | 14.79 378 | 8.95 368 | 12.51 376 | 4.87 344 | 0.17 373 | 0.42 526 | 0.00 1 | 0.11 376 | 0.62 444 | 0.71 458 |
|
| ToySt |  | 10.51 470 | 2.00 417 | 15.67 522 | 5.33 326 | 0.95 166 | 14.97 460 | 9.51 516 | 24.02 433 | 27.37 484 | 14.61 346 | 24.67 419 | 24.56 508 | 14.70 499 | 16.86 496 | 13.35 499 | 0.06 319 | 0.23 465 | 0.03 283 | 0.09 353 | 0.62 444 | 0.67 450 |
|
| AACVNet |  | 10.58 471 | 2.86 486 | 9.78 410 | 8.95 512 | 3.30 379 | 10.80 373 | 4.78 391 | 22.37 416 | 12.55 295 | 27.50 573 | 29.84 483 | 30.06 554 | 15.99 519 | 19.10 523 | 11.60 487 | 0.40 465 | 0.18 426 | 0.22 464 | 0.03 252 | 0.62 444 | 0.73 461 |
|
| MyStereo07 |  | 4.38 218 | 1.92 404 | 5.06 143 | 6.09 389 | 4.31 442 | 6.54 293 | 9.96 525 | 15.35 300 | 5.15 155 | 4.34 174 | 5.65 165 | 3.15 139 | 5.77 273 | 11.33 307 | 1.81 159 | 0.06 319 | 0.10 328 | 0.03 283 | 0.04 275 | 0.63 447 | 0.30 349 |
|
| MyStereo04 |  | 9.24 418 | 1.92 404 | 8.78 349 | 6.09 389 | 4.31 442 | 6.54 293 | 9.96 525 | 32.24 548 | 41.99 596 | 14.26 342 | 11.98 266 | 12.00 327 | 12.01 436 | 13.93 427 | 7.53 404 | 0.06 319 | 0.10 328 | 0.03 283 | 0.04 275 | 0.63 447 | 0.30 349 |
|
| acv_ft |  | 12.16 505 | 1.68 350 | 11.97 463 | 7.70 480 | 6.20 545 | 19.61 533 | 5.52 413 | 25.78 453 | 34.81 553 | 25.62 556 | 30.78 498 | 24.72 514 | 13.20 462 | 15.81 468 | 18.80 545 | 0.13 356 | 0.01 34 | 0.06 336 | 0.06 322 | 0.63 447 | 0.15 237 |
|
| AANet_RVC |  | 13.16 527 | 5.34 550 | 10.83 443 | 8.20 497 | 4.44 453 | 14.13 441 | 9.46 515 | 28.78 492 | 37.67 573 | 23.44 531 | 37.47 572 | 23.48 497 | 15.83 518 | 22.39 564 | 16.63 530 | 1.67 578 | 0.86 582 | 0.24 471 | 0.02 227 | 0.63 447 | 1.60 532 |
|
| RAFT |  | 8.51 397 | 2.16 446 | 8.93 353 | 8.14 494 | 0.81 148 | 12.63 412 | 8.49 501 | 16.34 320 | 15.56 342 | 22.31 515 | 18.99 338 | 19.29 456 | 11.39 421 | 17.57 503 | 6.05 375 | 0.01 137 | 0.19 433 | 0.27 477 | 0.02 227 | 0.64 451 | 0.45 403 |
|
| ADLNet |  | 12.34 510 | 2.22 452 | 10.14 426 | 8.38 501 | 6.78 563 | 17.56 515 | 9.05 506 | 33.21 560 | 26.28 475 | 27.06 569 | 26.01 432 | 26.80 530 | 13.76 472 | 16.99 498 | 18.74 544 | 0.24 413 | 0.39 518 | 0.23 468 | 0.10 366 | 0.64 451 | 2.16 557 |
|
| ACV-stereo |  | 11.65 494 | 5.15 545 | 28.84 593 | 6.80 440 | 3.33 381 | 20.38 538 | 6.59 460 | 21.03 397 | 20.57 400 | 17.67 428 | 20.95 373 | 26.81 531 | 16.69 526 | 20.19 542 | 13.26 498 | 0.72 522 | 1.11 594 | 0.15 430 | 0.09 353 | 0.65 453 | 2.13 552 |
|
| CSP-Net |  | 12.85 522 | 2.95 491 | 9.64 400 | 5.94 374 | 3.96 415 | 25.85 580 | 9.93 522 | 28.81 493 | 26.00 472 | 29.31 587 | 32.44 529 | 30.00 552 | 15.16 508 | 20.25 544 | 14.30 511 | 0.55 497 | 0.19 433 | 0.03 283 | 0.00 1 | 0.65 453 | 0.98 494 |
|
| psm_up |  | 13.18 528 | 1.91 400 | 8.81 350 | 9.59 533 | 5.84 537 | 15.17 467 | 11.37 555 | 38.74 615 | 30.81 515 | 20.66 492 | 30.32 491 | 30.00 552 | 23.12 576 | 19.19 524 | 16.02 524 | 0.58 499 | 0.10 328 | 0.17 439 | 0.01 187 | 0.65 453 | 0.55 425 |
|
| GwcNet-RSSM |  | 10.65 472 | 1.94 408 | 8.57 342 | 6.89 445 | 5.26 502 | 12.26 407 | 5.21 400 | 25.80 455 | 31.50 520 | 16.67 405 | 33.52 545 | 23.70 501 | 13.88 477 | 12.84 389 | 13.67 503 | 0.05 299 | 0.10 328 | 0.14 423 | 0.02 227 | 0.65 453 | 0.39 383 |
|
| test_sample7 |  | 10.45 467 | 2.24 455 | 9.90 413 | 5.32 325 | 2.01 300 | 14.98 461 | 7.44 486 | 28.75 489 | 23.91 448 | 24.38 540 | 21.03 374 | 24.64 510 | 17.82 544 | 13.58 420 | 9.82 457 | 0.59 503 | 0.87 584 | 0.39 505 | 0.12 379 | 0.66 457 | 0.47 406 |
|
| plain |  | 4.15 212 | 1.67 344 | 9.97 417 | 4.86 274 | 2.97 368 | 3.27 67 | 1.41 147 | 8.20 135 | 5.51 167 | 3.37 138 | 16.69 309 | 3.03 135 | 2.71 130 | 14.44 440 | 3.91 305 | 0.14 358 | 0.00 1 | 0.03 283 | 0.01 187 | 0.69 458 | 0.14 217 |
|
| TestStereo |  | 6.02 297 | 2.55 472 | 7.33 276 | 5.57 339 | 1.68 262 | 6.05 271 | 1.78 229 | 13.73 270 | 16.40 354 | 10.87 279 | 23.79 409 | 9.00 275 | 5.63 268 | 11.26 305 | 3.96 309 | 0.09 336 | 0.01 34 | 0.00 1 | 0.00 1 | 0.69 458 | 0.01 4 |
|
| GES |  | 8.51 397 | 1.98 414 | 11.82 459 | 6.39 410 | 1.77 271 | 12.36 408 | 6.22 440 | 21.55 403 | 21.34 413 | 19.02 461 | 26.02 433 | 8.79 272 | 9.34 377 | 13.94 429 | 7.24 396 | 0.38 453 | 0.10 328 | 0.30 492 | 0.14 390 | 0.69 458 | 0.73 461 |
|
| sCroCo_RVC |  | 5.06 237 | 3.29 502 | 16.45 534 | 10.72 564 | 6.64 557 | 5.83 248 | 2.74 312 | 9.67 175 | 8.06 229 | 3.66 148 | 9.20 216 | 4.81 185 | 4.95 239 | 8.12 168 | 4.64 333 | 0.64 515 | 0.50 548 | 0.06 336 | 0.03 252 | 0.70 461 | 0.42 393 |
|
| PSMNet-RSSM |  | 9.71 441 | 1.73 356 | 6.09 216 | 7.47 472 | 4.27 436 | 10.06 356 | 6.00 430 | 29.14 497 | 21.74 420 | 15.76 378 | 32.88 535 | 22.63 486 | 13.18 460 | 12.94 395 | 9.12 452 | 0.09 336 | 0.02 89 | 0.07 347 | 0.10 366 | 0.70 461 | 0.24 319 |
|
| CASS |  | 8.15 385 | 1.67 344 | 7.68 291 | 8.25 499 | 1.52 240 | 14.39 447 | 2.72 311 | 22.65 420 | 17.23 361 | 15.42 370 | 22.68 400 | 13.47 359 | 11.87 433 | 12.44 369 | 6.07 378 | 0.96 554 | 0.05 187 | 0.12 406 | 0.01 187 | 0.71 463 | 3.14 579 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| knoymous |  | 6.19 304 | 1.49 276 | 4.49 111 | 3.81 189 | 1.87 285 | 5.84 250 | 5.76 420 | 14.51 281 | 14.18 319 | 13.31 325 | 21.59 384 | 12.64 334 | 6.49 307 | 12.41 368 | 4.03 316 | 0.12 352 | 0.13 378 | 0.12 406 | 0.00 1 | 0.71 463 | 0.35 372 |
|
| CroCo-Stereo Lap2 |  | 4.01 207 | 2.03 430 | 8.14 316 | 9.82 539 | 6.03 541 | 1.11 4 | 0.79 94 | 9.71 179 | 7.98 227 | 3.26 134 | 4.99 138 | 9.08 277 | 5.80 274 | 6.08 104 | 4.39 326 | 0.00 1 | 0.05 187 | 0.00 1 | 0.00 1 | 0.71 463 | 0.30 349 |
|
| SGM-Forest |  | 12.92 523 | 1.87 394 | 6.61 235 | 5.68 347 | 2.05 302 | 23.19 560 | 11.30 553 | 34.24 572 | 30.77 514 | 26.54 564 | 31.99 521 | 29.98 551 | 15.74 516 | 21.17 557 | 13.36 500 | 1.05 561 | 0.33 511 | 0.84 550 | 0.01 187 | 0.71 463 | 0.97 491 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| DNS |  | 3.17 149 | 1.01 125 | 5.78 201 | 4.37 239 | 1.53 241 | 4.89 169 | 0.23 45 | 9.46 171 | 5.04 144 | 6.04 219 | 5.88 169 | 8.57 271 | 3.10 141 | 3.80 52 | 1.82 161 | 0.76 529 | 0.07 253 | 0.00 1 | 0.09 353 | 0.72 467 | 0.35 372 |
|
| DMCA-RVC |   | 11.41 489 | 3.32 503 | 11.68 457 | 10.12 549 | 4.81 470 | 11.92 396 | 4.11 367 | 24.67 441 | 23.66 443 | 20.06 480 | 28.51 465 | 26.71 529 | 24.96 591 | 15.95 479 | 14.82 514 | 0.41 467 | 0.34 514 | 0.56 522 | 0.16 402 | 0.72 467 | 0.69 453 |
|
| MyStereo06 |  | 6.40 308 | 1.76 374 | 13.15 480 | 6.19 398 | 4.40 450 | 7.09 311 | 9.95 523 | 16.68 327 | 6.98 200 | 12.91 313 | 10.76 249 | 17.84 433 | 5.71 271 | 9.97 242 | 3.39 280 | 0.06 319 | 0.10 328 | 0.02 262 | 0.04 275 | 0.73 469 | 0.29 346 |
|
| MyStereo05 |  | 9.29 423 | 1.76 374 | 8.95 357 | 6.19 398 | 4.40 450 | 7.09 311 | 9.95 523 | 31.21 528 | 40.82 588 | 17.31 419 | 12.93 277 | 10.33 296 | 12.52 449 | 13.93 427 | 7.05 393 | 0.06 319 | 0.10 328 | 0.02 262 | 0.04 275 | 0.73 469 | 0.29 346 |
|
| Anonymous3 |  | 9.60 435 | 3.45 507 | 29.83 600 | 9.58 532 | 4.75 469 | 24.51 567 | 10.20 535 | 24.04 434 | 18.77 385 | 10.42 271 | 14.64 286 | 7.97 261 | 8.75 364 | 14.05 431 | 5.80 371 | 2.44 597 | 1.39 601 | 0.08 358 | 0.06 322 | 0.73 469 | 0.48 410 |
|
| CFNet |  | 10.67 473 | 2.33 460 | 8.90 352 | 6.66 430 | 4.09 427 | 16.05 484 | 4.26 376 | 30.44 519 | 31.01 516 | 18.53 452 | 26.48 441 | 23.69 500 | 13.68 469 | 15.27 452 | 10.59 474 | 0.05 299 | 0.02 89 | 0.44 507 | 0.05 303 | 0.73 469 | 0.23 312 |
|
| iResNet |  | 10.26 462 | 3.10 498 | 15.72 524 | 7.35 463 | 2.13 306 | 13.86 437 | 7.07 474 | 22.80 422 | 28.01 489 | 20.10 481 | 30.40 492 | 16.79 409 | 11.06 410 | 14.46 442 | 10.29 471 | 0.39 462 | 0.05 187 | 0.00 1 | 0.07 333 | 0.73 469 | 0.73 461 |
|
| IGEV-RUCA |  | 3.00 134 | 1.12 163 | 4.51 112 | 4.78 267 | 2.30 320 | 6.18 274 | 1.80 232 | 7.24 102 | 4.79 135 | 2.63 111 | 4.91 135 | 4.06 162 | 2.44 123 | 9.70 231 | 1.50 130 | 0.14 358 | 0.26 487 | 0.21 460 | 0.29 479 | 0.74 474 | 0.35 372 |
|
| GCAP-Stereo-DPT-50K |  | 4.15 212 | 9.32 588 | 33.97 611 | 2.49 63 | 3.65 397 | 2.87 48 | 1.51 162 | 8.07 130 | 2.71 67 | 2.04 84 | 4.75 126 | 3.05 136 | 3.21 144 | 2.20 10 | 0.66 27 | 0.03 253 | 0.19 433 | 0.00 1 | 0.41 521 | 0.75 475 | 1.05 500 |
|
| DCVSM-stereo |  | 9.70 439 | 1.83 390 | 11.36 451 | 5.81 358 | 3.59 394 | 10.57 366 | 3.00 324 | 18.71 361 | 22.11 424 | 23.79 533 | 19.02 339 | 29.73 548 | 17.68 541 | 13.33 410 | 9.11 451 | 0.21 393 | 1.14 595 | 0.27 477 | 0.06 322 | 0.75 475 | 1.89 543 |
|
| GANet-ADL |  | 8.36 392 | 2.31 459 | 8.44 333 | 7.39 467 | 2.65 346 | 12.58 411 | 5.24 401 | 29.55 506 | 25.24 462 | 14.19 340 | 16.70 310 | 17.07 417 | 6.91 325 | 10.65 264 | 6.26 381 | 0.38 453 | 0.39 518 | 0.10 389 | 0.12 379 | 0.75 475 | 0.28 341 |
|
| Selective-IGEV-i16pc |  | 10.06 455 | 1.72 355 | 15.71 523 | 5.65 343 | 1.66 257 | 36.81 632 | 11.67 559 | 18.83 365 | 26.73 480 | 10.16 268 | 21.57 382 | 15.78 393 | 7.07 327 | 14.19 435 | 8.16 433 | 2.15 588 | 0.94 590 | 0.26 475 | 0.53 544 | 0.77 478 | 0.87 481 |
|
| StereoDRNet-Refined |  | 13.36 534 | 2.80 481 | 10.82 442 | 7.94 488 | 3.10 371 | 18.95 528 | 4.45 380 | 28.47 487 | 29.65 501 | 29.11 583 | 41.47 600 | 24.44 507 | 17.64 540 | 23.34 570 | 21.66 563 | 0.16 369 | 0.07 253 | 0.53 518 | 0.32 494 | 0.77 478 | 1.64 534 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| IGEV-FE |  | 5.28 250 | 2.03 430 | 14.26 504 | 6.10 392 | 1.33 219 | 4.32 113 | 1.03 117 | 14.46 279 | 6.50 187 | 13.33 326 | 11.86 262 | 11.00 304 | 3.47 158 | 10.71 267 | 3.65 289 | 0.03 253 | 0.22 457 | 0.15 430 | 0.26 465 | 0.80 480 | 0.20 283 |
|
| IGEV_Zeroshot_test |  | 5.28 250 | 2.03 430 | 14.26 504 | 6.09 389 | 1.33 219 | 4.32 113 | 1.03 117 | 14.46 279 | 6.50 187 | 13.33 326 | 11.89 263 | 11.01 305 | 3.45 155 | 10.71 267 | 3.64 287 | 0.03 253 | 0.22 457 | 0.15 430 | 0.26 465 | 0.80 480 | 0.20 283 |
|
| StereoVision |  | 7.21 354 | 2.17 447 | 9.29 382 | 9.43 524 | 3.91 414 | 5.09 192 | 1.91 249 | 20.04 383 | 17.37 365 | 8.57 252 | 29.59 480 | 11.08 307 | 6.76 321 | 12.44 369 | 4.71 334 | 0.54 495 | 0.05 187 | 0.16 437 | 0.03 252 | 0.82 482 | 0.30 349 |
|
| iResNetv2_ROB |  | 12.00 502 | 2.91 489 | 13.46 487 | 5.82 359 | 3.73 403 | 13.15 422 | 6.45 451 | 34.15 569 | 36.02 563 | 25.25 550 | 33.81 549 | 29.79 550 | 14.24 486 | 13.61 422 | 6.10 379 | 0.21 393 | 0.02 89 | 0.12 406 | 0.00 1 | 0.82 482 | 0.25 326 |
|
| DDVS |  | 10.70 474 | 3.00 494 | 11.95 462 | 6.84 443 | 3.80 408 | 15.73 477 | 2.83 319 | 23.57 429 | 17.37 365 | 20.98 496 | 29.89 484 | 31.40 564 | 8.70 361 | 19.22 526 | 13.19 497 | 0.74 528 | 1.53 605 | 0.07 347 | 0.21 431 | 0.84 484 | 2.11 551 |
|
| iRaft-Stereo_5w |  | 8.70 403 | 1.81 389 | 9.33 385 | 5.83 361 | 3.78 405 | 4.87 168 | 11.12 550 | 15.86 316 | 14.80 327 | 15.23 368 | 26.36 439 | 21.49 475 | 12.91 458 | 15.94 476 | 12.73 493 | 0.58 499 | 0.05 187 | 0.08 358 | 0.09 353 | 0.85 485 | 0.33 363 |
|
| ADLNet2 |  | 12.44 512 | 2.17 447 | 12.84 475 | 9.17 518 | 5.82 534 | 20.00 535 | 10.13 533 | 32.53 551 | 36.22 566 | 18.62 454 | 19.39 342 | 21.96 478 | 17.07 533 | 21.43 558 | 19.42 548 | 0.24 413 | 0.15 402 | 0.06 336 | 0.08 339 | 0.86 486 | 0.57 431 |
|
| GMStereo |   | 5.94 290 | 3.84 521 | 10.86 444 | 5.13 302 | 0.71 123 | 7.27 315 | 2.66 310 | 12.38 229 | 25.14 461 | 12.01 289 | 10.66 242 | 5.12 191 | 3.46 157 | 11.39 310 | 6.16 380 | 0.45 476 | 0.02 89 | 0.05 316 | 0.31 491 | 0.86 486 | 0.25 326 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| NaN_ROB |  | 16.51 559 | 6.51 567 | 16.22 529 | 10.53 561 | 4.64 467 | 31.76 614 | 17.78 619 | 37.00 602 | 43.37 603 | 29.68 589 | 31.29 508 | 32.67 578 | 20.32 564 | 28.00 598 | 16.06 525 | 0.38 453 | 0.41 522 | 0.32 494 | 0.41 521 | 0.87 488 | 1.94 545 |
|
| GCAP-Stereo-DPT-20K |  | 3.44 169 | 0.76 46 | 17.99 552 | 1.92 9 | 2.08 304 | 4.60 138 | 1.60 180 | 7.55 109 | 3.25 94 | 2.62 109 | 5.03 142 | 3.50 150 | 4.57 213 | 1.99 5 | 0.60 20 | 0.04 274 | 0.16 413 | 0.00 1 | 0.20 427 | 0.89 489 | 9.42 642 |
|
| GCAPDPT-zeroshot4090 |  | 3.44 169 | 0.76 46 | 17.99 552 | 1.92 9 | 2.08 304 | 4.60 138 | 1.60 180 | 7.55 109 | 3.25 94 | 2.62 109 | 5.03 142 | 3.50 150 | 4.57 213 | 1.99 5 | 0.60 20 | 0.04 274 | 0.16 413 | 0.00 1 | 0.20 427 | 0.89 489 | 9.42 642 |
|
| iinet-f |  | 13.51 536 | 4.29 528 | 45.90 635 | 6.01 382 | 3.96 415 | 21.00 542 | 13.40 577 | 27.40 477 | 21.12 409 | 21.11 502 | 30.72 496 | 21.49 475 | 16.96 531 | 15.33 454 | 19.50 550 | 0.12 352 | 0.42 526 | 0.09 370 | 0.05 303 | 0.89 489 | 0.39 383 |
|
| DeepPruner_ROB |  | 10.77 479 | 4.56 533 | 13.13 478 | 6.37 408 | 4.28 441 | 10.14 357 | 6.86 468 | 36.42 595 | 19.59 390 | 17.87 431 | 27.37 451 | 23.19 493 | 12.26 440 | 19.09 522 | 10.23 469 | 1.05 561 | 0.48 543 | 0.23 468 | 0.15 399 | 0.89 489 | 1.17 511 |
|
| LCNet |  | 7.52 360 | 1.23 190 | 5.35 162 | 6.42 412 | 1.29 207 | 9.27 350 | 5.64 417 | 17.85 346 | 10.63 270 | 16.54 401 | 24.54 417 | 14.85 379 | 11.29 416 | 11.74 332 | 3.88 304 | 0.02 215 | 0.02 89 | 0.22 464 | 2.04 603 | 0.90 493 | 6.76 618 |
|
| ISRNet |  | 12.26 507 | 2.02 427 | 17.38 538 | 12.71 594 | 6.24 550 | 7.39 316 | 1.62 185 | 29.23 500 | 31.94 528 | 22.65 520 | 35.28 557 | 24.62 509 | 15.27 510 | 15.28 453 | 13.76 505 | 0.78 532 | 1.00 591 | 2.30 596 | 0.52 542 | 0.92 494 | 4.29 593 |
|
| ITSA-stereo |  | 11.44 490 | 2.03 430 | 10.92 446 | 5.90 370 | 1.78 273 | 12.05 402 | 4.17 371 | 36.77 598 | 49.15 625 | 18.17 440 | 18.53 333 | 21.79 477 | 12.59 450 | 15.74 465 | 14.05 508 | 0.45 476 | 0.39 518 | 0.28 484 | 0.29 479 | 0.98 495 | 2.81 567 |
|
| LL-Strereo |  | 10.79 480 | 3.52 509 | 12.54 470 | 8.77 508 | 5.44 514 | 7.49 318 | 9.26 512 | 35.15 583 | 28.70 495 | 16.47 398 | 15.85 301 | 21.06 471 | 17.42 539 | 21.62 559 | 9.72 456 | 0.21 393 | 0.22 457 | 0.74 537 | 0.08 339 | 0.98 495 | 0.60 436 |
|
| DSFCA |  | 11.85 500 | 2.01 425 | 12.93 476 | 5.40 333 | 6.87 566 | 15.36 468 | 10.45 540 | 30.68 521 | 31.84 522 | 25.99 558 | 23.52 406 | 22.03 479 | 14.05 480 | 20.28 547 | 12.46 489 | 0.57 498 | 0.41 522 | 0.28 484 | 0.38 514 | 1.02 497 | 0.47 406 |
|
| SGM_RVC |   | 19.52 590 | 2.12 443 | 6.79 248 | 6.59 423 | 1.33 219 | 38.20 638 | 15.74 602 | 38.13 610 | 34.07 545 | 45.71 648 | 41.91 605 | 51.41 656 | 38.10 640 | 38.77 643 | 27.80 611 | 0.61 508 | 0.36 516 | 0.51 516 | 0.33 499 | 1.03 498 | 0.90 484 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| z-ln-s-r |  | 14.97 545 | 6.05 557 | 40.55 624 | 5.39 332 | 5.41 511 | 13.95 438 | 13.34 576 | 21.84 408 | 36.75 569 | 18.86 460 | 43.90 619 | 23.71 502 | 16.41 524 | 22.64 567 | 28.99 619 | 0.02 215 | 0.02 89 | 0.00 1 | 0.00 1 | 1.04 499 | 0.48 410 |
|
| XX-Stereo |  | 6.14 302 | 1.47 265 | 9.11 373 | 11.87 589 | 6.76 561 | 3.27 67 | 0.93 107 | 15.13 293 | 5.43 164 | 8.79 257 | 28.46 464 | 13.71 362 | 2.22 107 | 11.51 315 | 2.07 188 | 0.20 388 | 0.24 476 | 0.08 358 | 0.29 479 | 1.04 499 | 0.13 207 |
|
| CFNet-ft |   | 9.87 448 | 2.18 450 | 5.49 177 | 7.45 470 | 5.25 499 | 15.76 478 | 5.98 428 | 21.89 410 | 21.87 421 | 14.96 354 | 30.02 486 | 25.68 523 | 13.68 469 | 12.46 372 | 10.94 479 | 0.08 334 | 0.06 224 | 1.83 585 | 0.22 434 | 1.09 501 | 0.43 396 |
|
| CFNet_RVC |  | 9.87 448 | 2.18 450 | 5.49 177 | 7.45 470 | 5.25 499 | 15.76 478 | 5.98 428 | 21.89 410 | 21.87 421 | 14.96 354 | 30.02 486 | 25.68 523 | 13.68 469 | 12.46 372 | 10.94 479 | 0.08 334 | 0.06 224 | 1.83 585 | 0.22 434 | 1.09 501 | 0.43 396 |
|
| XPNet_ROB |  | 17.33 571 | 4.84 537 | 15.44 518 | 11.15 575 | 6.64 557 | 20.88 541 | 16.10 604 | 36.26 594 | 39.54 580 | 31.80 603 | 41.32 598 | 41.30 626 | 23.91 580 | 24.67 577 | 27.40 606 | 1.07 564 | 0.74 574 | 0.79 541 | 0.25 459 | 1.10 503 | 1.31 517 |
|
| hitnet-ft |   | 12.04 503 | 2.11 440 | 6.14 218 | 7.27 460 | 3.90 412 | 25.98 582 | 3.56 351 | 22.56 417 | 23.74 445 | 20.55 487 | 33.81 549 | 31.59 565 | 18.67 555 | 19.47 528 | 17.20 534 | 0.42 471 | 1.36 600 | 0.35 498 | 0.07 333 | 1.11 504 | 0.86 479 |
|
| CBMV |   | 13.69 538 | 3.63 511 | 8.02 311 | 5.93 373 | 2.69 347 | 22.57 555 | 12.44 568 | 29.81 509 | 31.57 521 | 31.20 597 | 33.79 548 | 31.04 559 | 17.41 538 | 25.28 582 | 14.11 509 | 0.71 520 | 0.60 563 | 0.60 525 | 0.11 376 | 1.11 504 | 1.13 508 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| PA-Net |  | 16.29 556 | 6.88 575 | 27.34 590 | 9.88 542 | 11.12 622 | 21.77 548 | 28.15 657 | 32.06 541 | 39.49 579 | 19.99 476 | 27.91 455 | 23.50 498 | 20.59 566 | 20.25 544 | 24.04 585 | 0.24 413 | 2.26 619 | 0.22 464 | 4.59 626 | 1.13 506 | 4.48 597 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| Selective-IGEV-i16pb |  | 12.56 516 | 1.79 387 | 18.70 556 | 6.40 411 | 2.14 307 | 35.66 628 | 11.00 547 | 31.78 536 | 35.44 559 | 14.65 347 | 26.95 446 | 19.68 462 | 11.09 411 | 15.94 476 | 13.10 495 | 2.24 589 | 1.00 591 | 0.49 513 | 0.95 573 | 1.14 507 | 1.06 502 |
|
| fast-acv-ft |  | 14.25 541 | 4.00 524 | 16.20 528 | 7.51 473 | 5.14 494 | 26.38 586 | 9.77 520 | 24.62 440 | 34.84 555 | 25.30 552 | 37.27 570 | 32.09 570 | 20.38 565 | 18.32 512 | 19.50 550 | 0.36 449 | 0.32 506 | 0.63 527 | 0.47 536 | 1.18 508 | 0.76 465 |
|
| AASNet |  | 12.49 514 | 2.46 466 | 10.49 433 | 9.82 539 | 6.86 565 | 17.33 511 | 6.73 464 | 41.09 628 | 37.86 575 | 22.53 519 | 29.11 468 | 16.68 408 | 13.48 467 | 14.54 446 | 17.87 540 | 0.20 388 | 0.02 89 | 0.78 539 | 0.05 303 | 1.18 508 | 0.76 465 |
|
| STTStereo |  | 12.97 524 | 4.88 542 | 26.57 589 | 7.54 475 | 5.41 511 | 13.43 426 | 6.49 454 | 30.53 520 | 26.35 477 | 25.14 549 | 31.43 512 | 32.00 569 | 14.12 482 | 16.01 481 | 14.83 515 | 0.29 432 | 0.31 503 | 0.67 532 | 1.08 580 | 1.21 510 | 1.11 505 |
|
| Wz-Net-LNSev |  | 18.19 581 | 10.57 603 | 41.33 626 | 10.19 551 | 7.94 592 | 24.29 565 | 15.28 598 | 34.15 569 | 43.38 604 | 32.90 609 | 43.72 617 | 31.94 568 | 22.21 572 | 20.81 555 | 22.26 571 | 0.47 482 | 0.22 457 | 0.00 1 | 0.02 227 | 1.22 511 | 0.94 489 |
|
| ADCRef |  | 17.30 569 | 6.73 571 | 42.01 630 | 10.11 548 | 8.78 605 | 26.61 588 | 10.45 540 | 31.29 531 | 32.75 539 | 31.19 596 | 41.62 603 | 18.47 444 | 19.78 562 | 24.29 576 | 34.06 631 | 0.76 529 | 0.42 526 | 2.16 592 | 1.79 598 | 1.23 512 | 1.56 531 |
|
| ssnet_v2 |  | 13.23 529 | 2.43 463 | 11.25 448 | 7.34 462 | 2.92 364 | 23.05 559 | 12.95 571 | 35.93 591 | 32.92 540 | 21.23 505 | 25.38 425 | 28.81 540 | 15.22 509 | 22.57 565 | 19.81 552 | 0.18 376 | 0.08 289 | 0.19 452 | 0.05 303 | 1.24 513 | 1.06 502 |
|
| zh-mn7 |  | 21.99 612 | 13.21 617 | 53.55 647 | 10.73 565 | 5.68 525 | 27.38 592 | 14.94 592 | 34.53 577 | 56.55 654 | 40.02 633 | 57.13 658 | 31.28 561 | 23.73 579 | 35.83 629 | 30.28 622 | 0.95 553 | 0.44 532 | 0.22 464 | 0.19 422 | 1.26 514 | 1.86 540 |
|
| DRN-Test |  | 15.88 552 | 3.83 520 | 14.70 513 | 9.96 545 | 8.02 594 | 28.93 600 | 14.65 587 | 42.34 633 | 38.25 578 | 28.18 578 | 34.31 553 | 29.22 544 | 18.35 550 | 20.01 536 | 22.68 576 | 0.37 452 | 0.41 522 | 0.46 510 | 0.28 475 | 1.28 515 | 1.34 518 |
|
| LMCR-Stereo |   | 10.75 478 | 4.13 527 | 10.67 437 | 13.11 597 | 3.99 420 | 16.68 506 | 5.91 423 | 25.30 446 | 22.69 431 | 22.04 514 | 21.80 387 | 14.67 376 | 14.24 486 | 20.55 553 | 15.86 523 | 1.90 584 | 0.04 149 | 0.00 1 | 0.02 227 | 1.29 516 | 0.18 264 |
|
| NLCA_NET_v2_RVC |  | 12.05 504 | 3.43 506 | 16.25 530 | 7.62 478 | 5.58 519 | 14.57 454 | 6.00 430 | 32.98 556 | 27.41 485 | 21.69 510 | 31.40 511 | 25.21 519 | 13.47 465 | 14.96 450 | 15.60 522 | 0.84 544 | 0.33 511 | 0.35 498 | 0.35 504 | 1.29 516 | 1.78 539 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhidong Zhu, Bo Li, and Renjie He.: NLCA-Net: A non-local context attention network for stereo matching. |
| SGM-ForestM |  | 23.72 624 | 2.44 464 | 9.13 376 | 7.43 468 | 2.25 317 | 44.80 651 | 19.11 626 | 44.90 647 | 49.97 631 | 50.74 655 | 51.18 640 | 62.06 669 | 45.83 657 | 44.96 655 | 33.88 630 | 1.00 557 | 0.84 581 | 0.78 539 | 0.62 551 | 1.29 516 | 1.11 505 |
|
| SACVNet |  | 13.38 535 | 4.08 525 | 11.41 453 | 11.67 584 | 5.79 532 | 17.28 510 | 9.39 513 | 32.77 553 | 22.29 425 | 28.11 577 | 33.35 541 | 32.48 573 | 21.86 571 | 19.75 531 | 10.28 470 | 1.00 557 | 0.48 543 | 0.85 551 | 0.29 479 | 1.31 519 | 3.08 573 |
|
| UCFNet_RVC |  | 9.48 431 | 2.12 443 | 4.89 130 | 7.03 448 | 3.78 405 | 16.05 484 | 6.37 447 | 28.25 485 | 20.00 397 | 15.93 384 | 23.07 403 | 25.21 519 | 12.79 453 | 12.57 379 | 8.01 426 | 0.07 330 | 0.04 149 | 1.17 569 | 0.23 443 | 1.31 519 | 0.69 453 |
|
| AIO-Stereo-zeroshot |   | 7.16 351 | 3.12 499 | 14.04 499 | 4.74 262 | 6.89 568 | 6.58 296 | 0.68 80 | 21.97 414 | 9.36 257 | 10.84 278 | 17.38 312 | 17.36 426 | 9.24 373 | 12.45 371 | 4.44 327 | 0.04 274 | 0.24 476 | 0.10 389 | 1.00 577 | 1.36 521 | 1.43 524 |
|
| GwcNet |   | 16.48 558 | 5.23 548 | 20.03 569 | 10.24 554 | 8.48 598 | 28.79 597 | 10.09 530 | 38.60 613 | 44.51 609 | 23.29 530 | 36.95 568 | 31.29 562 | 19.79 563 | 20.42 549 | 25.70 598 | 0.54 495 | 0.72 572 | 0.57 523 | 0.39 517 | 1.37 522 | 2.64 564 |
|
| FADNet-RVC-Resample |  | 11.72 496 | 4.35 531 | 30.33 603 | 9.46 528 | 3.90 412 | 14.11 439 | 7.17 480 | 25.78 453 | 23.31 435 | 23.27 529 | 29.52 479 | 19.50 459 | 15.00 506 | 15.38 456 | 8.33 435 | 0.53 494 | 0.50 548 | 0.49 513 | 0.50 540 | 1.38 523 | 1.67 536 |
|
| Wz-Net-MNSev |  | 18.98 587 | 6.53 568 | 33.16 609 | 10.15 550 | 7.26 577 | 38.37 639 | 16.45 608 | 34.19 571 | 43.20 602 | 30.65 594 | 40.76 593 | 40.51 621 | 19.24 558 | 27.56 593 | 28.06 617 | 0.81 540 | 0.26 487 | 0.05 316 | 0.10 366 | 1.45 524 | 0.84 475 |
|
| ETE_ROB |  | 17.67 575 | 9.48 592 | 17.66 545 | 13.60 599 | 4.57 463 | 23.03 557 | 21.09 632 | 32.49 549 | 35.24 557 | 30.49 593 | 38.06 577 | 46.18 643 | 24.49 583 | 26.40 588 | 24.21 587 | 0.46 481 | 0.24 476 | 1.14 568 | 0.84 564 | 1.52 525 | 2.13 552 |
|
| w-ln-seven-2 |  | 17.58 572 | 7.62 581 | 41.78 628 | 11.29 580 | 6.55 556 | 23.49 561 | 14.08 582 | 29.64 507 | 39.85 584 | 28.44 580 | 42.38 607 | 30.45 556 | 27.66 602 | 22.16 562 | 22.15 570 | 0.44 474 | 0.49 546 | 0.65 530 | 0.17 407 | 1.58 526 | 0.81 470 |
|
| CBMV_ROB |  | 11.77 499 | 2.89 487 | 6.92 255 | 5.20 314 | 2.88 358 | 14.12 440 | 4.79 393 | 26.69 467 | 29.84 507 | 26.17 562 | 31.92 520 | 23.61 499 | 20.74 567 | 20.20 543 | 10.18 466 | 1.78 581 | 1.80 609 | 2.17 593 | 1.26 589 | 1.61 527 | 0.55 425 |
|
| z-mn7 |  | 21.05 603 | 9.91 595 | 45.96 636 | 11.27 579 | 5.23 497 | 33.41 622 | 15.27 597 | 35.65 588 | 57.07 656 | 26.62 565 | 53.08 646 | 32.21 571 | 24.80 589 | 35.65 627 | 30.93 624 | 0.49 485 | 0.25 484 | 0.55 520 | 0.11 376 | 1.62 528 | 0.90 484 |
|
| CES |  | 3.85 198 | 1.14 166 | 2.91 17 | 3.05 118 | 11.37 624 | 5.37 209 | 1.02 114 | 9.52 173 | 8.82 248 | 3.50 144 | 9.21 217 | 1.78 86 | 0.90 50 | 6.53 113 | 2.37 213 | 0.02 215 | 0.04 149 | 0.01 237 | 0.00 1 | 1.62 528 | 7.74 632 |
|
| YMNet |  | 15.91 553 | 5.68 555 | 21.74 576 | 10.94 570 | 8.77 603 | 25.22 577 | 9.21 509 | 32.22 546 | 31.35 517 | 33.81 615 | 38.84 582 | 34.00 586 | 17.83 547 | 19.95 533 | 21.57 561 | 0.87 547 | 1.30 596 | 1.22 575 | 0.91 569 | 1.64 530 | 1.18 513 |
|
| YMNet_1 |  | 15.91 553 | 5.68 555 | 21.74 576 | 10.94 570 | 8.77 603 | 25.22 577 | 9.21 509 | 32.22 546 | 31.35 517 | 33.81 615 | 38.84 582 | 34.00 586 | 17.83 547 | 19.95 533 | 21.57 561 | 0.87 547 | 1.30 596 | 1.22 575 | 0.91 569 | 1.64 530 | 1.18 513 |
|
| StereoDRNet |  | 15.30 550 | 4.47 532 | 14.35 508 | 10.71 563 | 8.69 601 | 25.02 575 | 11.03 548 | 39.66 619 | 35.62 561 | 29.17 584 | 28.81 466 | 34.05 589 | 17.80 543 | 18.80 517 | 23.77 582 | 0.41 467 | 0.30 499 | 0.15 430 | 0.14 390 | 1.64 530 | 1.42 523 |
|
| APVNet |  | 17.75 576 | 5.46 552 | 20.35 571 | 12.31 592 | 8.40 597 | 30.16 606 | 24.10 646 | 41.14 629 | 30.12 509 | 25.08 548 | 41.09 595 | 31.24 560 | 23.12 576 | 27.07 591 | 27.86 612 | 0.34 444 | 0.56 560 | 3.02 606 | 0.52 542 | 1.68 533 | 1.45 525 |
|
| DISCO |  | 16.36 557 | 1.88 396 | 16.15 527 | 7.78 484 | 4.19 431 | 26.92 590 | 10.21 536 | 30.31 517 | 44.26 608 | 21.35 507 | 33.91 551 | 35.80 599 | 22.40 573 | 35.65 627 | 33.87 629 | 0.18 376 | 0.08 289 | 0.04 305 | 0.04 275 | 1.71 534 | 0.54 423 |
|
| FACV-RUCA |  | 7.66 366 | 1.94 408 | 9.40 388 | 7.72 483 | 6.03 541 | 12.99 419 | 3.10 329 | 19.47 375 | 18.51 381 | 12.27 290 | 18.43 329 | 8.28 266 | 10.16 393 | 11.38 309 | 5.62 367 | 0.36 449 | 0.62 565 | 4.36 614 | 0.30 486 | 1.72 535 | 0.55 425 |
|
| DFGA-Net |  | 9.06 413 | 3.56 510 | 17.96 551 | 5.71 353 | 3.89 410 | 10.76 370 | 3.08 328 | 25.17 445 | 29.50 497 | 16.21 389 | 18.47 332 | 9.49 283 | 6.31 300 | 15.80 467 | 12.54 490 | 0.05 299 | 0.00 1 | 0.06 336 | 0.09 353 | 1.76 536 | 0.83 473 |
|
| Syn2CoEx |  | 17.03 566 | 10.40 601 | 25.65 587 | 20.35 633 | 8.02 594 | 26.28 584 | 11.27 552 | 37.16 604 | 32.69 538 | 28.89 581 | 40.17 590 | 29.27 545 | 26.63 595 | 19.19 524 | 17.63 538 | 0.98 555 | 0.54 557 | 1.23 577 | 0.23 443 | 1.82 537 | 2.24 558 |
|
| TDLM |  | 12.98 526 | 3.78 517 | 9.77 409 | 10.75 567 | 4.94 476 | 16.10 488 | 14.08 582 | 35.05 581 | 31.87 523 | 22.36 516 | 26.51 443 | 26.09 527 | 14.97 505 | 24.73 579 | 13.11 496 | 1.05 561 | 0.05 187 | 1.21 573 | 0.27 472 | 1.83 538 | 1.00 497 |
|
| PSMNet_ROB |  | 16.90 564 | 5.45 551 | 14.16 501 | 13.77 602 | 7.25 575 | 27.65 593 | 32.74 664 | 43.21 641 | 37.88 576 | 24.00 534 | 32.97 537 | 34.55 593 | 16.69 526 | 17.41 501 | 23.96 584 | 0.38 453 | 0.22 457 | 0.93 557 | 2.05 604 | 1.83 538 | 0.96 490 |
|
| GANet |  | 16.92 565 | 4.32 530 | 12.46 469 | 10.84 569 | 4.24 433 | 23.04 558 | 15.36 600 | 39.91 622 | 34.47 551 | 32.42 606 | 45.10 623 | 40.04 619 | 27.54 600 | 23.61 573 | 20.20 556 | 1.02 560 | 0.08 289 | 0.67 532 | 0.22 434 | 1.87 540 | 0.97 491 |
|
| FAT-Stereo |  | 16.81 560 | 2.97 492 | 17.56 543 | 9.80 538 | 6.21 546 | 16.12 491 | 13.23 575 | 38.18 612 | 39.67 582 | 27.00 568 | 39.73 589 | 37.55 606 | 31.30 622 | 20.39 548 | 21.52 560 | 3.44 608 | 2.05 612 | 0.81 548 | 1.10 581 | 1.89 541 | 5.72 607 |
|
| BEATNet_4x |  | 9.37 427 | 4.85 538 | 12.05 466 | 5.48 336 | 1.35 225 | 13.15 422 | 6.15 438 | 25.06 443 | 16.74 355 | 16.18 388 | 24.65 418 | 17.29 425 | 12.51 448 | 16.91 497 | 10.92 477 | 0.38 453 | 0.18 426 | 0.81 548 | 0.05 303 | 1.95 542 | 0.65 448 |
|
| Nwc_Net |  | 17.98 579 | 4.67 535 | 17.79 549 | 14.26 609 | 11.65 628 | 25.14 576 | 14.88 591 | 40.85 626 | 39.83 583 | 21.07 501 | 43.24 613 | 34.50 592 | 27.64 601 | 26.44 590 | 25.03 591 | 3.22 607 | 0.18 426 | 2.52 600 | 3.18 613 | 1.98 543 | 1.51 528 |
|
| RTSC |  | 19.64 591 | 9.36 589 | 31.06 605 | 10.99 572 | 6.24 550 | 28.10 595 | 10.14 534 | 37.50 607 | 58.34 660 | 31.74 601 | 36.70 566 | 32.50 575 | 21.03 570 | 36.00 632 | 37.24 643 | 1.23 570 | 0.44 532 | 0.12 406 | 0.31 491 | 1.98 543 | 1.69 537 |
|
| pcwnet_v2 |  | 12.32 508 | 2.00 417 | 17.53 542 | 7.79 485 | 5.69 527 | 17.06 508 | 3.69 357 | 36.52 596 | 46.17 615 | 20.55 487 | 29.39 476 | 16.50 405 | 13.00 459 | 15.70 464 | 9.32 454 | 0.50 488 | 1.00 591 | 0.34 497 | 0.24 453 | 2.00 545 | 1.38 521 |
|
| dd |  | 7.96 379 | 4.08 525 | 11.49 454 | 6.53 419 | 0.93 164 | 8.28 336 | 4.03 366 | 16.53 324 | 33.82 542 | 15.17 366 | 16.50 307 | 6.79 235 | 5.96 281 | 14.30 436 | 9.90 459 | 1.13 565 | 0.42 526 | 0.17 439 | 0.44 531 | 2.01 546 | 0.79 469 |
|
| NCCL2 |  | 17.23 568 | 6.37 566 | 14.30 507 | 23.45 646 | 7.18 574 | 24.16 564 | 17.05 614 | 34.39 574 | 25.88 468 | 31.55 599 | 38.01 576 | 42.09 629 | 26.81 596 | 20.94 556 | 22.69 577 | 0.45 476 | 0.23 465 | 2.63 601 | 1.80 599 | 2.02 547 | 2.57 562 |
|
| RAFT + AFF |  | 10.27 463 | 3.77 516 | 17.13 537 | 10.24 554 | 4.97 478 | 13.08 420 | 11.52 557 | 25.69 452 | 25.80 467 | 14.72 348 | 16.12 304 | 19.16 453 | 11.35 420 | 16.24 487 | 9.04 450 | 0.30 434 | 1.46 603 | 0.66 531 | 0.20 427 | 2.03 548 | 1.94 545 |
|
| NOSS_ROB |  | 10.99 484 | 3.81 519 | 6.88 252 | 6.69 432 | 2.30 320 | 16.06 486 | 10.94 545 | 30.06 510 | 32.41 534 | 16.10 387 | 18.72 335 | 22.78 490 | 14.21 485 | 17.52 502 | 8.62 442 | 2.35 592 | 1.84 610 | 3.32 611 | 1.57 595 | 2.06 549 | 1.52 529 |
|
| ADCP+ |  | 18.16 580 | 4.61 534 | 32.94 607 | 9.31 522 | 10.23 616 | 28.87 598 | 11.69 560 | 33.43 561 | 36.49 567 | 29.28 586 | 40.49 592 | 24.18 506 | 24.61 586 | 33.89 616 | 35.33 633 | 0.25 419 | 0.40 521 | 2.00 588 | 1.17 585 | 2.16 550 | 1.87 542 |
|
| PWC_ROB |   | 18.37 582 | 10.55 602 | 25.19 585 | 10.21 552 | 6.29 553 | 23.75 562 | 4.79 393 | 35.93 591 | 48.75 624 | 32.56 607 | 44.46 622 | 34.68 594 | 24.78 588 | 30.99 608 | 25.72 599 | 1.38 575 | 0.08 289 | 1.57 582 | 0.26 465 | 2.18 551 | 3.17 580 |
|
| AF-Net |  | 18.38 583 | 5.60 554 | 14.21 503 | 15.95 620 | 10.78 619 | 22.26 551 | 10.45 540 | 35.39 585 | 50.22 633 | 24.71 544 | 37.77 573 | 41.55 627 | 29.24 612 | 29.11 602 | 26.67 600 | 4.35 618 | 0.06 224 | 4.56 615 | 0.90 566 | 2.42 552 | 1.38 521 |
|
| AIO-Stereo-zeroshot1 |   | 7.76 370 | 3.78 517 | 19.59 562 | 5.04 285 | 10.79 620 | 5.87 256 | 1.85 241 | 19.52 376 | 7.33 216 | 14.18 338 | 21.16 377 | 16.50 405 | 5.97 282 | 13.73 425 | 3.79 298 | 0.04 274 | 0.17 418 | 0.04 305 | 1.30 590 | 2.45 553 | 2.15 556 |
|
| ADCL |  | 21.64 610 | 6.20 562 | 47.32 638 | 9.93 543 | 6.91 569 | 38.69 642 | 19.97 628 | 31.26 529 | 54.04 639 | 27.89 576 | 47.97 632 | 31.35 563 | 30.66 619 | 33.18 614 | 36.62 638 | 0.99 556 | 0.92 589 | 2.63 601 | 1.82 600 | 2.45 553 | 2.13 552 |
|
| CFNet_pseudo |  | 9.58 434 | 1.91 400 | 10.73 439 | 4.53 249 | 2.91 362 | 14.26 444 | 2.75 313 | 26.73 468 | 32.14 530 | 17.10 414 | 23.02 402 | 22.14 482 | 8.74 363 | 12.17 357 | 7.43 399 | 0.20 388 | 0.45 537 | 1.24 578 | 0.24 453 | 2.49 555 | 0.49 414 |
|
| LALA_ROB |  | 19.19 588 | 7.15 578 | 15.93 526 | 12.96 595 | 5.30 506 | 28.30 596 | 23.21 644 | 42.51 634 | 36.69 568 | 33.45 611 | 40.81 594 | 50.96 655 | 24.53 584 | 27.92 595 | 25.66 597 | 0.60 504 | 0.44 532 | 2.04 589 | 1.22 587 | 2.54 556 | 1.47 526 |
|
| FINET |  | 15.49 551 | 6.08 558 | 24.99 584 | 8.12 493 | 7.69 585 | 21.80 549 | 22.35 637 | 33.76 565 | 48.27 620 | 25.99 558 | 32.27 527 | 19.48 458 | 16.83 529 | 19.07 521 | 16.38 529 | 1.37 573 | 0.70 571 | 0.95 558 | 0.27 472 | 2.61 557 | 0.90 484 |
|
| ccs_rob |  | 9.61 436 | 1.92 404 | 10.72 438 | 4.55 251 | 2.89 359 | 14.33 446 | 2.86 321 | 26.85 469 | 32.36 533 | 17.05 412 | 22.91 401 | 22.12 481 | 8.70 361 | 12.10 353 | 7.44 400 | 0.19 380 | 0.44 532 | 1.38 580 | 0.25 459 | 2.68 558 | 0.57 431 |
|
| CSAN |  | 21.34 607 | 9.45 591 | 23.34 579 | 20.99 638 | 4.95 477 | 32.57 618 | 34.26 665 | 38.83 616 | 49.95 630 | 36.97 626 | 39.72 588 | 44.97 637 | 31.73 623 | 26.05 585 | 23.94 583 | 1.52 576 | 0.47 541 | 0.85 551 | 1.43 592 | 2.73 559 | 2.14 555 |
|
| w-ln-seven |  | 21.04 602 | 9.30 587 | 55.15 655 | 11.32 581 | 9.98 613 | 30.27 607 | 18.05 621 | 37.06 603 | 55.12 648 | 36.70 624 | 43.26 614 | 33.73 585 | 22.90 574 | 22.63 566 | 29.52 620 | 0.39 462 | 0.18 426 | 0.85 551 | 0.16 402 | 2.75 560 | 1.47 526 |
|
| MSMDNet |  | 9.64 437 | 1.77 380 | 10.63 436 | 4.83 269 | 2.90 360 | 16.35 499 | 2.37 288 | 29.33 501 | 34.29 550 | 17.43 422 | 22.10 394 | 19.05 451 | 7.79 344 | 12.11 355 | 6.87 389 | 0.23 408 | 0.46 539 | 0.67 532 | 0.21 431 | 2.77 561 | 0.60 436 |
|
| FADNet-RVC |  | 13.27 532 | 11.57 613 | 39.71 621 | 7.94 488 | 4.50 459 | 15.41 471 | 6.95 473 | 27.96 480 | 22.98 434 | 20.37 486 | 30.73 497 | 26.86 532 | 11.31 419 | 20.50 552 | 14.28 510 | 0.14 358 | 0.14 395 | 0.13 418 | 0.18 409 | 2.83 562 | 0.86 479 |
|
| NCC-stereo |  | 19.75 592 | 6.08 558 | 23.96 580 | 15.05 615 | 16.17 644 | 18.42 523 | 21.45 633 | 43.31 643 | 41.00 589 | 24.30 538 | 38.12 578 | 34.98 595 | 26.92 597 | 35.46 624 | 25.65 595 | 4.29 616 | 2.07 614 | 3.24 609 | 8.90 648 | 2.86 563 | 2.86 570 |
|
| Abc-Net |  | 19.75 592 | 6.08 558 | 23.96 580 | 15.05 615 | 16.17 644 | 18.42 523 | 21.45 633 | 43.31 643 | 41.00 589 | 24.30 538 | 38.12 578 | 34.98 595 | 26.92 597 | 35.46 624 | 25.65 595 | 4.29 616 | 2.07 614 | 3.24 609 | 8.90 648 | 2.86 563 | 2.86 570 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| edge stereo |  | 18.75 585 | 5.12 544 | 17.66 545 | 10.77 568 | 7.84 590 | 22.41 553 | 11.03 548 | 35.23 584 | 42.07 597 | 34.62 617 | 42.74 609 | 41.28 625 | 35.50 633 | 25.14 581 | 24.17 586 | 2.42 596 | 2.42 621 | 6.35 623 | 1.45 593 | 2.89 565 | 3.80 582 |
|
| CFNet_ucs |  | 10.25 461 | 1.91 400 | 11.88 460 | 4.98 281 | 4.08 425 | 15.11 464 | 3.57 353 | 28.02 482 | 31.98 529 | 18.21 442 | 25.20 424 | 23.27 494 | 9.38 378 | 13.38 411 | 7.22 395 | 0.23 408 | 0.81 579 | 1.65 584 | 0.22 434 | 3.01 566 | 0.93 488 |
|
| Wz-Net-SNSev |  | 22.67 617 | 16.94 632 | 45.69 634 | 13.85 605 | 8.52 599 | 28.89 599 | 27.06 654 | 39.39 618 | 55.04 646 | 31.77 602 | 53.23 647 | 39.18 613 | 23.41 578 | 26.40 588 | 36.25 636 | 0.78 532 | 0.21 447 | 1.21 573 | 0.90 566 | 3.03 567 | 1.62 533 |
|
| aanetorigin |  | 19.21 589 | 12.59 615 | 53.50 644 | 9.67 534 | 7.83 589 | 11.85 395 | 13.87 580 | 17.05 332 | 34.15 547 | 49.18 653 | 48.89 635 | 34.05 589 | 30.22 616 | 22.86 568 | 28.00 616 | 1.01 559 | 0.75 576 | 0.67 532 | 0.89 565 | 3.07 568 | 4.14 592 |
|
| MeshStereo |   | 22.27 615 | 6.87 574 | 11.15 447 | 7.69 479 | 4.87 472 | 37.70 636 | 13.06 573 | 41.64 631 | 36.95 570 | 50.92 656 | 53.41 649 | 58.12 661 | 41.93 652 | 37.73 639 | 27.62 610 | 2.52 598 | 2.37 620 | 2.99 605 | 2.07 605 | 3.09 569 | 2.60 563 |
| 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 |
| PCWNet_CMD |  | 9.64 437 | 1.77 380 | 10.59 435 | 4.80 268 | 2.90 360 | 16.25 498 | 2.42 295 | 29.37 503 | 34.10 546 | 17.41 420 | 22.04 392 | 19.10 452 | 7.70 339 | 12.05 345 | 6.86 388 | 0.22 399 | 0.45 537 | 0.80 543 | 0.22 434 | 3.11 570 | 0.69 453 |
|
| CVANet_RVC |  | 13.24 531 | 3.39 505 | 8.43 332 | 8.42 502 | 5.04 485 | 18.52 527 | 11.72 561 | 32.03 540 | 33.85 543 | 23.17 528 | 32.77 532 | 29.78 549 | 16.51 525 | 23.20 569 | 11.28 483 | 0.94 551 | 0.04 149 | 1.19 572 | 0.47 536 | 3.13 571 | 1.01 498 |
|
| zh-sn7 |  | 23.03 621 | 15.48 626 | 50.25 640 | 14.08 608 | 7.77 588 | 26.71 589 | 23.32 645 | 36.59 597 | 48.43 622 | 33.80 614 | 51.71 642 | 33.34 582 | 33.77 629 | 39.91 647 | 37.07 641 | 0.60 504 | 0.86 582 | 0.54 519 | 0.35 504 | 3.18 572 | 2.85 568 |
|
| TCMNet |  | 15.19 548 | 6.68 570 | 19.70 564 | 13.83 604 | 12.53 633 | 26.35 585 | 13.66 578 | 29.47 504 | 35.21 556 | 24.71 544 | 31.20 507 | 23.44 496 | 15.13 507 | 18.97 519 | 22.59 575 | 1.13 565 | 0.65 567 | 2.04 589 | 0.97 575 | 3.18 572 | 2.31 560 |
|
| DANet |  | 16.85 561 | 8.00 584 | 26.04 588 | 14.56 613 | 7.25 575 | 20.59 540 | 5.37 404 | 26.22 461 | 26.02 474 | 32.17 605 | 36.00 562 | 37.20 604 | 29.77 614 | 30.75 607 | 24.62 590 | 1.14 567 | 1.34 598 | 2.21 594 | 0.51 541 | 3.18 572 | 4.07 591 |
| Z Ling, K Yang, J Li, Y Zhang, X Gao, L Luo, L Xie: Domain-adaptive modules for stereo matching network. Neurocomputing 2021 |
| DualNet (step1) |  | 12.44 512 | 4.86 539 | 17.49 539 | 5.97 376 | 2.94 365 | 17.57 516 | 8.30 496 | 28.75 489 | 23.91 448 | 24.38 540 | 21.03 374 | 24.64 510 | 17.82 544 | 13.58 420 | 9.82 457 | 6.44 630 | 0.87 584 | 6.62 625 | 7.44 638 | 3.20 575 | 3.11 575 |
|
| test_sample9 |  | 15.04 546 | 4.86 539 | 17.49 539 | 5.97 376 | 2.94 365 | 17.57 516 | 8.30 496 | 28.75 489 | 23.91 448 | 24.38 540 | 21.03 374 | 24.64 510 | 17.82 544 | 20.07 538 | 20.17 554 | 6.44 630 | 36.07 675 | 6.62 625 | 7.44 638 | 3.20 575 | 3.11 575 |
|
| test_sample8 |  | 17.19 567 | 4.86 539 | 17.49 539 | 5.97 376 | 2.94 365 | 17.57 516 | 8.30 496 | 31.87 537 | 18.55 382 | 33.54 612 | 26.00 431 | 40.64 622 | 32.90 627 | 20.07 538 | 20.17 554 | 6.44 630 | 36.07 675 | 6.62 625 | 7.44 638 | 3.20 575 | 3.11 575 |
|
| psmorigin |  | 20.95 599 | 10.24 600 | 35.84 612 | 9.75 536 | 7.05 571 | 24.59 568 | 10.11 531 | 32.85 555 | 32.17 531 | 43.09 641 | 54.57 654 | 42.79 630 | 36.62 636 | 35.99 631 | 27.41 607 | 1.58 577 | 2.72 626 | 0.79 541 | 1.05 578 | 3.26 578 | 6.50 616 |
|
| dad |  | 12.24 506 | 10.20 598 | 13.68 493 | 6.64 429 | 1.47 232 | 13.55 430 | 3.58 354 | 17.62 339 | 35.33 558 | 27.15 572 | 32.65 531 | 30.85 558 | 10.86 403 | 14.33 438 | 10.04 464 | 2.95 603 | 0.55 559 | 7.92 636 | 0.91 569 | 3.35 579 | 1.17 511 |
|
| DeepPrunerF |  | 19.92 596 | 11.02 610 | 44.29 631 | 20.74 636 | 17.75 648 | 19.19 530 | 22.57 638 | 36.86 601 | 49.93 628 | 25.48 554 | 36.62 565 | 24.69 513 | 23.97 581 | 23.44 571 | 21.79 564 | 2.68 600 | 1.63 607 | 5.70 619 | 3.95 621 | 3.38 580 | 2.67 565 |
|
| RP |  | 17.58 572 | 4.92 543 | 15.27 517 | 15.44 619 | 11.95 630 | 21.05 543 | 11.75 562 | 27.64 478 | 45.09 613 | 22.99 526 | 42.05 606 | 39.39 615 | 27.74 603 | 25.54 583 | 22.33 573 | 5.45 623 | 0.59 562 | 4.33 613 | 1.62 597 | 3.53 581 | 2.86 570 |
|
| HBP-ISP |  | 12.52 515 | 7.82 583 | 8.47 337 | 7.57 477 | 4.27 436 | 12.56 410 | 6.42 450 | 28.68 488 | 29.56 498 | 21.11 502 | 35.69 559 | 15.85 394 | 18.42 551 | 20.44 550 | 11.00 481 | 3.03 604 | 2.63 623 | 7.09 634 | 3.97 622 | 3.58 582 | 2.27 559 |
|
| S-Stereo |  | 16.85 561 | 3.95 523 | 20.67 572 | 12.08 590 | 8.91 607 | 21.68 547 | 12.61 570 | 32.20 545 | 44.61 610 | 22.37 517 | 38.42 580 | 29.15 543 | 28.02 605 | 18.58 515 | 22.36 574 | 2.88 602 | 3.11 632 | 0.87 555 | 1.82 600 | 3.58 582 | 9.08 639 |
|
| FADNet_RVC |  | 11.94 501 | 5.17 546 | 39.74 622 | 6.44 413 | 3.46 389 | 11.42 387 | 4.17 371 | 29.16 498 | 26.89 481 | 17.97 434 | 25.96 430 | 13.41 357 | 15.67 515 | 15.84 470 | 13.54 502 | 0.90 550 | 0.75 576 | 0.55 520 | 1.20 586 | 3.65 584 | 2.85 568 |
|
| AANet |  | 25.23 636 | 25.90 651 | 70.86 679 | 8.25 499 | 6.82 564 | 24.45 566 | 10.96 546 | 32.18 542 | 56.29 653 | 56.40 662 | 51.41 641 | 47.70 647 | 40.20 647 | 25.76 584 | 35.38 634 | 2.68 600 | 0.32 506 | 0.99 560 | 0.43 527 | 3.80 585 | 3.92 588 |
|
| WCMA_ROB |  | 20.02 597 | 4.30 529 | 19.72 565 | 9.47 529 | 7.00 570 | 32.71 620 | 13.99 581 | 31.97 539 | 32.48 535 | 41.51 637 | 52.00 644 | 44.09 634 | 36.14 635 | 32.43 612 | 24.29 588 | 6.19 628 | 2.79 628 | 1.09 566 | 1.10 581 | 3.95 586 | 3.13 578 |
|
| FBW_ROB |  | 21.00 601 | 10.23 599 | 22.72 578 | 13.71 601 | 6.77 562 | 30.49 611 | 16.46 609 | 44.58 646 | 43.57 605 | 44.25 646 | 39.59 587 | 43.27 632 | 26.12 594 | 33.96 617 | 21.80 565 | 2.58 599 | 1.84 610 | 7.14 635 | 2.78 611 | 4.00 587 | 4.06 590 |
|
| SHD |  | 21.32 606 | 10.03 596 | 30.16 602 | 14.30 610 | 8.68 600 | 24.15 563 | 8.93 503 | 40.82 625 | 61.17 665 | 35.79 621 | 44.15 620 | 38.73 611 | 30.20 615 | 33.88 615 | 31.09 626 | 2.00 585 | 0.81 579 | 1.17 569 | 1.55 594 | 4.08 588 | 4.78 600 |
|
| RGC |  | 19.90 595 | 13.26 618 | 20.24 570 | 18.19 628 | 14.06 639 | 21.21 544 | 14.33 584 | 34.97 580 | 43.60 606 | 27.73 575 | 41.49 601 | 39.76 616 | 27.98 604 | 34.52 619 | 21.37 559 | 3.66 611 | 0.54 557 | 8.67 637 | 4.16 624 | 4.19 589 | 4.02 589 |
|
| ADCPNet |  | 21.93 611 | 9.38 590 | 57.92 659 | 11.76 586 | 6.88 567 | 36.03 630 | 18.44 623 | 32.80 554 | 35.93 562 | 32.91 610 | 43.80 618 | 39.21 614 | 26.99 599 | 31.14 609 | 36.94 640 | 2.05 586 | 2.67 625 | 2.30 596 | 3.45 617 | 4.22 590 | 3.82 583 |
|
| PS-NSSS |  | 13.70 539 | 7.41 580 | 14.68 512 | 6.70 433 | 5.63 522 | 18.43 525 | 12.59 569 | 38.89 617 | 25.56 465 | 20.27 484 | 35.71 560 | 21.11 473 | 16.35 523 | 17.16 500 | 17.56 537 | 2.28 590 | 0.53 556 | 5.37 617 | 0.36 507 | 4.28 591 | 3.09 574 |
|
| MultiAttention |  | 21.34 607 | 1.48 270 | 14.65 511 | 12.08 590 | 4.10 428 | 63.05 676 | 95.71 705 | 42.52 635 | 41.89 594 | 15.33 369 | 30.20 490 | 28.14 537 | 7.73 341 | 44.07 654 | 13.67 503 | 0.84 544 | 0.27 491 | 1.06 562 | 1.58 596 | 4.47 592 | 3.88 586 |
|
| MSAF-DinoV2 |  | 20.61 598 | 7.35 579 | 24.41 582 | 11.43 583 | 4.88 473 | 30.12 605 | 16.70 611 | 39.67 620 | 54.27 641 | 22.75 522 | 32.01 522 | 48.05 649 | 30.44 618 | 37.52 637 | 40.45 651 | 0.72 522 | 0.50 548 | 0.44 507 | 1.23 588 | 4.64 593 | 4.54 598 |
|
| IGEV-BASED-STEREO- |  | 7.61 362 | 27.25 653 | 41.87 629 | 2.73 82 | 0.41 52 | 4.25 110 | 1.50 158 | 6.63 81 | 3.87 115 | 4.31 171 | 3.78 89 | 2.48 121 | 1.39 72 | 5.67 93 | 1.56 136 | 25.09 662 | 0.05 187 | 0.01 237 | 0.08 339 | 4.67 594 | 14.58 653 |
|
| SANet |  | 20.96 600 | 6.60 569 | 29.81 599 | 8.83 509 | 3.19 374 | 31.27 613 | 20.56 630 | 41.86 632 | 56.09 652 | 39.30 632 | 43.62 615 | 44.95 636 | 31.93 624 | 27.83 594 | 23.67 581 | 0.94 551 | 0.52 555 | 0.99 560 | 0.42 524 | 4.72 595 | 2.03 549 |
|
| AnyNet_C32 |  | 23.37 623 | 13.28 619 | 40.29 623 | 12.36 593 | 11.44 625 | 30.39 608 | 29.15 659 | 31.36 532 | 44.90 612 | 35.36 619 | 48.86 633 | 33.61 584 | 34.20 630 | 43.15 653 | 41.62 658 | 1.27 571 | 1.35 599 | 1.18 571 | 2.58 609 | 4.77 596 | 6.27 613 |
|
| ADCMid |  | 22.76 618 | 10.75 605 | 41.73 627 | 11.23 577 | 7.97 593 | 27.26 591 | 19.18 627 | 35.44 587 | 38.02 577 | 40.23 634 | 46.38 627 | 36.56 602 | 42.70 653 | 38.20 641 | 40.75 652 | 1.77 580 | 1.43 602 | 3.05 607 | 3.81 620 | 4.96 597 | 3.82 583 |
|
| MFN_U_SF_DS_RVC |  | 23.92 625 | 13.60 620 | 30.09 601 | 25.46 649 | 10.02 615 | 38.51 640 | 20.40 629 | 35.77 590 | 43.76 607 | 42.15 638 | 47.10 631 | 39.99 618 | 28.20 607 | 35.96 630 | 27.06 603 | 3.64 610 | 3.85 643 | 6.66 628 | 16.30 662 | 4.97 598 | 4.98 603 |
|
| RTS |  | 30.15 649 | 23.12 647 | 96.33 703 | 16.71 621 | 11.63 626 | 58.66 670 | 24.28 647 | 36.80 599 | 62.63 669 | 43.79 644 | 46.10 625 | 32.56 576 | 43.90 654 | 51.29 664 | 40.92 653 | 2.38 594 | 0.66 568 | 1.06 562 | 0.74 559 | 5.11 599 | 4.34 594 |
|
| RTSA |  | 30.15 649 | 23.12 647 | 96.33 703 | 16.71 621 | 11.63 626 | 58.66 670 | 24.28 647 | 36.80 599 | 62.63 669 | 43.79 644 | 46.10 625 | 32.56 576 | 43.90 654 | 51.29 664 | 40.92 653 | 2.38 594 | 0.66 568 | 1.06 562 | 0.74 559 | 5.11 599 | 4.34 594 |
|
| stereogan |  | 18.62 584 | 3.07 496 | 16.31 532 | 13.04 596 | 9.99 614 | 35.74 629 | 9.09 508 | 38.17 611 | 45.27 614 | 24.39 543 | 41.24 597 | 39.93 617 | 25.46 592 | 31.29 610 | 24.33 589 | 1.80 582 | 0.91 588 | 2.71 603 | 0.75 561 | 5.15 601 | 3.70 581 |
|
| FSD |  | 7.83 372 | 6.74 572 | 11.67 456 | 13.63 600 | 5.31 507 | 8.20 334 | 12.18 567 | 12.39 230 | 7.98 227 | 7.94 240 | 7.35 192 | 9.35 282 | 7.17 330 | 10.94 282 | 8.86 446 | 5.58 624 | 2.77 627 | 5.46 618 | 4.09 623 | 5.17 602 | 3.91 587 |
|
| PWCDC_ROB |   | 17.80 577 | 9.62 593 | 18.38 554 | 17.95 627 | 7.74 586 | 24.61 569 | 5.56 416 | 34.41 575 | 52.79 637 | 29.66 588 | 50.20 639 | 20.63 466 | 19.69 561 | 29.85 606 | 20.87 558 | 6.18 627 | 0.26 487 | 0.10 389 | 0.05 303 | 5.36 603 | 2.00 547 |
|
| GMStereo_Zeroshot |   | 10.83 482 | 7.81 582 | 19.95 568 | 9.55 530 | 2.47 332 | 11.83 393 | 1.31 136 | 20.84 395 | 20.52 399 | 22.73 521 | 35.93 561 | 24.76 516 | 5.94 279 | 19.68 530 | 7.04 392 | 0.45 476 | 0.02 89 | 0.25 472 | 0.01 187 | 5.38 604 | 0.19 278 |
|
| WZ-Net |  | 25.17 635 | 12.95 616 | 63.02 664 | 15.13 617 | 10.42 618 | 38.51 640 | 27.42 656 | 40.46 624 | 54.17 640 | 28.32 579 | 52.95 645 | 40.81 623 | 28.36 608 | 37.07 634 | 41.35 657 | 1.21 569 | 0.21 447 | 0.73 536 | 0.94 572 | 5.42 605 | 3.87 585 |
|
| IGEV-Stereo+ |  | 2.77 115 | 0.92 106 | 4.09 91 | 3.14 122 | 4.62 465 | 2.57 35 | 0.70 84 | 4.34 8 | 2.29 45 | 1.76 65 | 0.59 22 | 0.77 46 | 3.49 160 | 8.65 186 | 0.68 29 | 0.03 253 | 0.10 328 | 0.00 1 | 0.24 453 | 5.77 606 | 10.68 646 |
|
| Wz-Net-TNSev |  | 25.12 633 | 20.16 642 | 57.98 660 | 9.56 531 | 7.42 580 | 42.73 648 | 22.27 636 | 35.14 582 | 53.46 638 | 35.97 623 | 42.74 609 | 45.83 639 | 39.87 646 | 36.56 633 | 34.73 632 | 1.82 583 | 1.51 604 | 0.76 538 | 1.34 591 | 5.84 607 | 6.80 619 |
|
| RYNet |  | 18.92 586 | 4.69 536 | 16.88 536 | 10.99 572 | 15.84 643 | 46.72 652 | 16.57 610 | 37.84 608 | 48.03 619 | 26.92 566 | 26.48 441 | 37.84 609 | 24.92 590 | 19.80 532 | 31.04 625 | 0.25 419 | 0.25 484 | 0.62 526 | 0.03 252 | 6.34 608 | 6.39 615 |
|
| GASNet |  | 17.30 569 | 19.38 639 | 30.46 604 | 20.66 635 | 9.36 611 | 16.06 486 | 9.06 507 | 43.89 645 | 40.04 585 | 25.35 553 | 23.73 407 | 32.90 579 | 15.37 513 | 28.91 601 | 17.05 532 | 3.04 605 | 0.27 491 | 1.88 587 | 0.45 534 | 6.73 609 | 1.37 520 |
|
| NVstereo2D |  | 15.15 547 | 2.97 492 | 16.28 531 | 9.23 521 | 7.56 582 | 30.03 604 | 9.53 517 | 42.80 638 | 42.72 598 | 15.11 360 | 27.03 449 | 23.16 492 | 16.93 530 | 24.28 575 | 15.45 520 | 3.07 606 | 0.43 530 | 1.44 581 | 0.61 550 | 6.74 610 | 7.60 630 |
|
| MSMD_ROB |  | 22.90 619 | 9.64 594 | 14.76 514 | 17.46 626 | 9.88 612 | 34.94 625 | 18.83 624 | 33.67 564 | 37.47 571 | 40.97 636 | 59.80 662 | 45.93 641 | 38.34 642 | 31.74 611 | 23.24 580 | 6.22 629 | 3.58 638 | 8.78 638 | 11.03 654 | 6.76 611 | 5.06 604 |
|
| StereoAnything_RVC |  | 2.31 80 | 11.20 611 | 4.65 116 | 2.23 31 | 0.14 1 | 1.49 12 | 0.17 39 | 4.50 10 | 1.24 10 | 1.03 15 | 0.06 1 | 0.20 2 | 3.60 167 | 8.05 162 | 0.59 18 | 0.02 215 | 0.11 349 | 0.00 1 | 0.00 1 | 6.97 612 | 0.03 47 |
|
| ADCS |  | 26.20 640 | 13.71 621 | 46.90 637 | 14.51 612 | 10.34 617 | 30.46 610 | 22.72 640 | 42.81 639 | 57.61 659 | 42.58 639 | 49.37 637 | 41.91 628 | 40.43 648 | 41.90 652 | 44.58 663 | 2.37 593 | 2.19 618 | 2.37 598 | 3.29 615 | 7.32 613 | 6.52 617 |
|
| MFN_U_SF_RVC |  | 28.16 644 | 14.14 623 | 53.23 643 | 21.11 639 | 7.91 591 | 39.97 644 | 13.13 574 | 51.65 664 | 46.34 616 | 47.41 652 | 53.38 648 | 55.32 659 | 40.53 649 | 38.47 642 | 39.74 649 | 5.67 625 | 4.46 645 | 6.98 631 | 8.73 647 | 7.47 614 | 7.44 629 |
|
| EDNetEfficient |  | 25.16 634 | 22.23 645 | 77.22 686 | 9.09 516 | 7.38 578 | 19.38 531 | 16.78 612 | 21.41 402 | 55.74 651 | 61.52 671 | 53.51 650 | 36.22 600 | 40.65 650 | 24.22 574 | 38.27 645 | 0.62 511 | 0.74 574 | 0.86 554 | 2.60 610 | 7.70 615 | 7.09 624 |
|
| SDNR |  | 16.15 555 | 5.23 548 | 28.92 595 | 5.73 355 | 6.05 544 | 56.85 667 | 3.26 331 | 23.18 426 | 29.73 502 | 20.62 490 | 36.48 564 | 13.59 361 | 16.97 532 | 18.43 513 | 13.44 501 | 10.56 645 | 13.84 662 | 3.10 608 | 0.44 531 | 7.80 616 | 8.81 637 |
|
| FC-DCNN v2 |   | 24.44 631 | 10.97 608 | 18.53 555 | 18.49 630 | 9.18 609 | 37.41 635 | 23.03 641 | 40.91 627 | 43.02 600 | 46.46 651 | 54.06 652 | 50.67 653 | 38.26 641 | 35.41 622 | 27.52 608 | 6.85 633 | 3.38 635 | 6.03 621 | 4.89 630 | 7.82 617 | 5.94 609 |
|
| FC-DCNN |   | 24.37 629 | 10.99 609 | 19.02 558 | 18.44 629 | 9.16 608 | 36.98 633 | 23.07 642 | 40.44 623 | 43.05 601 | 46.25 650 | 53.58 651 | 50.44 652 | 37.86 639 | 35.45 623 | 27.57 609 | 6.87 634 | 3.37 634 | 6.01 620 | 4.88 629 | 7.86 618 | 6.05 610 |
|
| G-Net |  | 21.25 605 | 8.24 585 | 37.97 618 | 15.14 618 | 9.26 610 | 50.87 658 | 16.80 613 | 27.96 480 | 30.54 511 | 38.92 629 | 42.93 612 | 33.27 580 | 32.17 625 | 27.99 597 | 25.25 593 | 4.40 619 | 3.83 641 | 3.60 612 | 0.97 575 | 7.91 619 | 6.95 622 |
|
| FADNet |  | 14.18 540 | 10.92 607 | 37.56 616 | 7.79 485 | 6.64 557 | 17.48 514 | 6.91 470 | 34.73 578 | 34.03 544 | 18.85 459 | 27.02 448 | 28.26 538 | 14.24 486 | 17.77 505 | 10.09 465 | 0.41 467 | 0.67 570 | 0.37 502 | 0.37 511 | 8.13 620 | 1.34 518 |
|
| AnyNet_C01 |  | 29.76 647 | 25.78 650 | 75.37 684 | 17.03 624 | 11.34 623 | 49.00 656 | 27.12 655 | 37.99 609 | 40.05 586 | 40.73 635 | 65.13 673 | 46.98 646 | 38.86 644 | 46.63 656 | 48.19 668 | 2.14 587 | 2.13 616 | 2.13 591 | 2.56 608 | 8.14 621 | 7.98 633 |
|
| UDGNet |  | 10.05 454 | 13.89 622 | 10.00 423 | 9.36 523 | 2.69 347 | 7.82 326 | 1.88 244 | 18.86 366 | 34.64 552 | 17.52 426 | 13.70 281 | 13.40 356 | 7.18 331 | 13.01 400 | 6.30 383 | 5.30 622 | 0.08 289 | 12.57 646 | 2.80 612 | 8.19 622 | 1.71 538 |
|
| coex-ft |  | 30.77 652 | 38.58 665 | 93.29 702 | 9.44 527 | 5.62 521 | 34.95 626 | 25.30 650 | 30.83 523 | 59.36 662 | 73.23 684 | 58.53 660 | 45.92 640 | 47.29 658 | 29.44 604 | 45.30 664 | 1.37 573 | 1.65 608 | 0.95 558 | 0.96 574 | 8.35 623 | 4.96 602 |
|
| DPSNet |  | 24.40 630 | 6.97 577 | 33.14 608 | 11.16 576 | 6.54 555 | 53.33 661 | 43.32 673 | 51.28 662 | 59.37 663 | 30.89 595 | 39.36 585 | 40.35 620 | 34.30 631 | 32.57 613 | 25.09 592 | 4.65 621 | 1.62 606 | 0.37 502 | 0.66 554 | 8.51 624 | 4.44 596 |
|
| PDISCO_ROB |  | 24.45 632 | 9.24 586 | 29.28 597 | 28.68 654 | 19.96 651 | 37.14 634 | 15.33 599 | 45.04 648 | 54.69 643 | 29.24 585 | 42.67 608 | 46.07 642 | 28.17 606 | 35.35 621 | 30.30 623 | 9.92 643 | 2.13 616 | 6.90 629 | 3.20 614 | 8.74 625 | 6.87 621 |
|
| MANE |  | 31.97 653 | 10.75 605 | 17.71 548 | 20.94 637 | 13.77 637 | 47.80 654 | 26.85 653 | 53.00 667 | 55.20 649 | 59.29 663 | 64.30 670 | 64.93 673 | 56.31 673 | 51.83 667 | 38.69 647 | 9.61 642 | 4.72 646 | 6.91 630 | 19.93 663 | 9.20 626 | 7.64 631 |
|
| SAMSARA |  | 34.43 658 | 18.53 635 | 31.91 606 | 55.34 673 | 35.34 666 | 75.99 690 | 94.71 704 | 47.97 654 | 50.84 635 | 37.47 628 | 36.99 569 | 53.12 658 | 38.55 643 | 39.56 645 | 38.65 646 | 3.59 609 | 5.40 648 | 2.22 595 | 3.72 619 | 9.43 627 | 9.29 641 |
|
| WQFJA1++ |  | 2.38 87 | 0.59 10 | 4.21 100 | 2.66 78 | 1.85 280 | 2.47 33 | 0.29 52 | 7.02 93 | 2.10 41 | 3.41 141 | 2.43 53 | 0.68 42 | 1.63 81 | 7.27 135 | 1.00 87 | 0.01 137 | 0.05 187 | 0.01 237 | 0.01 187 | 9.83 628 | 0.09 153 |
|
| EDNetEfficientorigin |  | 28.98 646 | 35.45 662 | 99.82 713 | 9.43 524 | 5.65 523 | 24.97 573 | 14.79 589 | 26.06 458 | 54.82 644 | 60.87 667 | 57.59 659 | 45.42 638 | 50.27 662 | 26.11 586 | 43.62 660 | 0.30 434 | 0.37 517 | 1.61 583 | 2.35 607 | 10.17 629 | 9.99 644 |
|
| FCDSN-DC |  | 25.59 638 | 14.91 625 | 18.83 557 | 28.55 653 | 15.68 642 | 39.29 643 | 18.16 622 | 42.83 640 | 41.69 592 | 44.43 647 | 51.94 643 | 50.82 654 | 39.22 645 | 34.59 620 | 27.29 604 | 6.05 626 | 3.63 639 | 7.01 632 | 6.41 634 | 10.35 630 | 10.17 645 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| MaskLacGwcNet_RVC |  | 16.87 563 | 16.27 630 | 17.93 550 | 11.24 578 | 6.69 560 | 28.95 601 | 10.44 539 | 41.23 630 | 21.49 414 | 29.68 589 | 34.27 552 | 32.48 573 | 11.00 408 | 20.05 537 | 15.09 518 | 8.22 637 | 2.59 622 | 12.23 645 | 0.75 561 | 10.40 631 | 6.34 614 |
|
| PVD |  | 33.19 655 | 18.59 636 | 37.64 617 | 26.09 650 | 16.99 647 | 33.25 621 | 42.25 672 | 51.42 663 | 66.03 675 | 52.65 659 | 64.31 671 | 51.93 657 | 55.13 669 | 51.61 666 | 40.40 650 | 4.00 614 | 3.51 637 | 9.53 639 | 4.26 625 | 10.62 632 | 23.56 664 |
|
| LSM |  | 29.98 648 | 19.52 640 | 55.11 654 | 19.06 632 | 53.75 678 | 32.57 618 | 23.17 643 | 42.61 636 | 48.57 623 | 45.97 649 | 55.04 656 | 42.93 631 | 36.02 634 | 35.63 626 | 27.03 602 | 2.33 591 | 9.19 658 | 4.87 616 | 7.71 643 | 10.65 633 | 27.91 669 |
|
| BEATNet-Init1 |  | 35.08 660 | 20.64 643 | 54.70 652 | 27.43 652 | 12.00 631 | 58.29 669 | 31.01 662 | 52.58 666 | 57.49 658 | 60.36 665 | 62.98 665 | 69.98 676 | 55.54 671 | 53.00 669 | 44.40 661 | 4.61 620 | 2.84 629 | 7.05 633 | 6.89 635 | 10.97 634 | 8.94 638 |
|
| ccnet |  | 24.02 626 | 16.16 629 | 21.70 575 | 11.83 588 | 17.75 648 | 37.87 637 | 16.18 605 | 45.46 649 | 31.93 527 | 36.99 627 | 46.46 630 | 38.76 612 | 29.52 613 | 37.55 638 | 40.93 655 | 9.20 641 | 6.29 651 | 9.63 640 | 7.71 643 | 11.19 635 | 7.21 627 |
|
| sAnonymous2 |  | 6.59 315 | 6.21 563 | 19.05 559 | 8.91 510 | 5.27 503 | 4.58 134 | 6.69 462 | 15.56 305 | 11.12 276 | 4.86 193 | 8.71 207 | 3.81 157 | 7.93 346 | 7.38 141 | 2.89 245 | 0.09 336 | 0.07 253 | 0.05 316 | 0.28 475 | 11.25 636 | 7.10 625 |
|
| CroCo_RVC |  | 6.59 315 | 6.21 563 | 19.05 559 | 8.91 510 | 5.27 503 | 4.58 134 | 6.69 462 | 15.56 305 | 11.12 276 | 4.86 193 | 8.71 207 | 3.81 157 | 7.93 346 | 7.38 141 | 2.89 245 | 0.09 336 | 0.07 253 | 0.05 316 | 0.28 475 | 11.25 636 | 7.10 625 |
|
| Anonymous_2 |  | 14.95 544 | 6.75 573 | 17.63 544 | 5.45 335 | 7.10 572 | 26.19 583 | 11.58 558 | 18.06 352 | 17.30 363 | 17.61 427 | 15.47 295 | 23.33 495 | 20.95 569 | 20.55 553 | 14.63 512 | 11.05 649 | 12.86 660 | 11.27 644 | 25.12 665 | 11.32 638 | 4.82 601 |
|
| XQC |  | 24.10 628 | 16.76 631 | 50.68 641 | 21.37 642 | 11.01 621 | 35.24 627 | 18.84 625 | 37.28 606 | 55.11 647 | 31.64 600 | 30.06 489 | 37.71 608 | 30.31 617 | 37.17 635 | 39.66 648 | 4.20 615 | 0.41 522 | 2.76 604 | 1.89 602 | 11.46 639 | 8.42 635 |
|
| CC-Net-ROB |  | 22.04 613 | 22.91 646 | 28.86 594 | 14.05 607 | 8.73 602 | 33.79 623 | 15.26 596 | 46.84 650 | 36.06 564 | 33.72 613 | 32.10 524 | 35.47 597 | 24.02 582 | 23.57 572 | 27.88 613 | 8.95 640 | 2.95 631 | 24.94 659 | 3.68 618 | 12.41 640 | 4.62 599 |
|
| PASM |  | 28.19 645 | 17.35 633 | 48.18 639 | 22.49 644 | 22.20 655 | 25.92 581 | 25.84 652 | 34.35 573 | 49.45 626 | 35.37 620 | 39.48 586 | 46.72 645 | 33.36 628 | 34.28 618 | 36.77 639 | 11.73 652 | 14.94 664 | 17.43 653 | 22.18 664 | 13.45 641 | 12.32 650 |
|
| DGSMNet |  | 19.79 594 | 12.06 614 | 33.43 610 | 13.79 603 | 16.23 646 | 22.97 556 | 15.88 603 | 35.41 586 | 41.96 595 | 19.90 475 | 32.16 526 | 35.60 598 | 18.14 549 | 29.48 605 | 23.10 579 | 3.85 612 | 3.89 644 | 6.16 622 | 4.75 628 | 13.56 642 | 13.44 652 |
|
| ELAS_RVC |   | 33.79 657 | 19.15 638 | 35.97 613 | 21.28 640 | 13.79 638 | 52.58 659 | 36.11 669 | 48.96 656 | 55.66 650 | 61.47 670 | 62.91 664 | 58.35 663 | 53.55 666 | 53.37 670 | 42.23 659 | 11.25 650 | 6.64 654 | 10.32 642 | 7.05 636 | 13.56 642 | 11.58 648 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ELAS |   | 33.68 656 | 18.95 637 | 36.71 614 | 20.64 634 | 13.61 636 | 56.43 663 | 35.14 667 | 50.03 660 | 49.90 627 | 60.58 666 | 63.83 668 | 58.64 664 | 53.36 665 | 50.73 662 | 44.44 662 | 11.03 648 | 6.58 653 | 10.02 641 | 7.43 637 | 13.58 644 | 11.94 649 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| zero-FE |  | 3.01 135 | 1.06 138 | 4.57 114 | 4.18 216 | 4.04 424 | 3.24 66 | 1.51 162 | 6.17 62 | 1.87 37 | 1.00 12 | 2.52 54 | 1.72 80 | 4.92 238 | 6.19 108 | 2.77 239 | 0.27 426 | 0.10 328 | 0.00 1 | 0.05 303 | 13.94 645 | 0.09 153 |
|
| GANetREF_RVC |   | 25.41 637 | 29.28 654 | 24.63 583 | 25.18 648 | 6.04 543 | 30.44 609 | 35.39 668 | 47.84 653 | 50.60 634 | 36.88 625 | 36.04 563 | 34.11 591 | 31.23 621 | 37.46 636 | 27.96 615 | 8.58 638 | 2.66 624 | 16.29 650 | 4.95 631 | 14.37 646 | 8.32 634 |
| 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 |
| STTRV1_RVC |  | 22.05 614 | 18.29 634 | 39.19 620 | 16.73 623 | 23.82 659 | 29.51 603 | 15.66 601 | 34.87 579 | 34.16 548 | 35.00 618 | 34.89 556 | 31.89 567 | 28.80 610 | 28.81 600 | 23.08 578 | 11.86 653 | 3.26 633 | 6.50 624 | 4.65 627 | 14.38 647 | 5.69 605 |
|
| UDG |  | 21.45 609 | 14.84 624 | 14.44 509 | 21.30 641 | 20.08 652 | 32.05 617 | 13.76 579 | 35.98 593 | 35.52 560 | 25.93 557 | 30.69 495 | 37.26 605 | 30.66 619 | 21.97 560 | 19.89 553 | 10.88 647 | 5.55 649 | 22.78 657 | 7.65 641 | 14.83 648 | 13.05 651 |
|
| Selective-IGEV-i16pa |  | 56.08 676 | 59.75 677 | 69.90 677 | 21.43 643 | 14.80 640 | 97.01 704 | 29.83 660 | 86.97 702 | 94.48 706 | 85.76 699 | 93.21 702 | 81.88 690 | 74.46 688 | 96.71 710 | 79.25 701 | 30.92 665 | 13.32 661 | 16.91 651 | 7.73 645 | 15.59 649 | 51.73 680 |
|
| PSMNet-RUCA |  | 24.03 627 | 26.83 652 | 40.96 625 | 35.46 660 | 34.27 665 | 16.24 497 | 9.79 521 | 39.82 621 | 31.45 519 | 31.49 598 | 41.54 602 | 36.82 603 | 26.02 593 | 27.92 595 | 15.09 518 | 11.51 651 | 2.06 613 | 20.58 654 | 8.10 646 | 15.83 650 | 8.74 636 |
|
| DDF-Stereo |  | 3.17 149 | 1.08 148 | 4.40 109 | 4.63 258 | 4.02 423 | 3.40 74 | 1.51 162 | 5.27 27 | 1.78 33 | 0.85 7 | 2.57 56 | 1.68 79 | 4.63 219 | 8.01 161 | 2.80 242 | 0.27 426 | 0.13 378 | 0.00 1 | 0.14 390 | 16.19 651 | 0.09 153 |
|
| SuperB |  | 17.60 574 | 6.22 565 | 56.40 657 | 7.91 487 | 5.07 486 | 19.70 534 | 9.03 505 | 24.87 442 | 50.15 632 | 26.25 563 | 39.13 584 | 17.61 429 | 20.84 568 | 22.28 563 | 25.31 594 | 0.70 518 | 0.31 503 | 1.10 567 | 0.71 558 | 16.58 652 | 1.86 540 |
|
| FADE |  | 41.00 664 | 35.07 660 | 67.42 673 | 32.15 657 | 23.61 658 | 40.02 645 | 25.39 651 | 57.09 672 | 71.09 681 | 43.02 640 | 41.74 604 | 43.42 633 | 51.38 663 | 58.81 672 | 50.88 673 | 37.95 669 | 21.02 666 | 44.59 670 | 42.77 674 | 17.09 653 | 15.50 656 |
|
| DDUNet |  | 22.66 616 | 19.69 641 | 14.64 510 | 24.11 647 | 22.38 656 | 24.84 570 | 17.71 618 | 30.36 518 | 30.32 510 | 29.02 582 | 37.31 571 | 37.63 607 | 24.66 587 | 24.67 577 | 17.08 533 | 18.42 657 | 7.92 657 | 26.43 661 | 11.81 656 | 17.23 654 | 16.95 659 |
|
| MSC_U_SF_DS_RVC |  | 37.16 662 | 34.69 659 | 53.68 648 | 37.47 662 | 12.55 634 | 56.80 666 | 22.63 639 | 52.02 665 | 63.29 671 | 66.20 676 | 63.82 667 | 58.12 661 | 53.73 668 | 51.21 663 | 46.48 665 | 8.79 639 | 5.31 647 | 14.69 647 | 15.22 661 | 17.27 655 | 9.21 640 |
|
| DStereoFS |  | 26.88 641 | 21.28 644 | 29.50 598 | 18.65 631 | 12.35 632 | 29.13 602 | 13.04 572 | 50.34 661 | 47.29 617 | 35.95 622 | 44.38 621 | 36.32 601 | 41.02 651 | 51.90 668 | 33.82 628 | 7.92 636 | 5.83 650 | 15.86 649 | 9.22 650 | 17.41 656 | 16.41 657 |
|
| SQANet |  | 21.24 604 | 24.08 649 | 19.60 563 | 26.40 651 | 18.74 650 | 30.87 612 | 9.24 511 | 32.70 552 | 29.58 500 | 25.25 550 | 33.37 542 | 33.47 583 | 19.19 557 | 28.11 599 | 18.32 542 | 10.87 646 | 2.92 630 | 26.49 662 | 5.65 633 | 18.43 657 | 11.48 647 |
|
| Selective-IGEV-i1pa |  | 56.65 677 | 73.08 688 | 56.50 658 | 29.63 655 | 14.87 641 | 94.58 701 | 46.49 675 | 80.65 699 | 87.08 698 | 88.18 702 | 87.03 699 | 74.01 681 | 68.51 679 | 94.68 708 | 74.38 694 | 45.10 675 | 26.62 672 | 26.16 660 | 13.27 659 | 19.40 658 | 32.71 671 |
|
| DStereoSA |  | 26.02 639 | 16.00 628 | 36.80 615 | 23.05 645 | 13.50 635 | 27.80 594 | 20.87 631 | 49.24 657 | 58.93 661 | 26.92 566 | 36.89 567 | 29.48 547 | 37.74 638 | 38.81 644 | 26.96 601 | 7.13 635 | 7.34 656 | 15.03 648 | 11.26 655 | 21.25 659 | 15.34 654 |
|
| NVStereoNet_ROB |  | 41.93 668 | 32.40 657 | 44.55 632 | 36.60 661 | 27.78 661 | 34.52 624 | 32.38 663 | 48.84 655 | 57.18 657 | 69.34 679 | 75.62 685 | 66.07 675 | 64.86 677 | 47.34 657 | 60.78 681 | 15.72 655 | 23.99 668 | 23.40 658 | 32.06 670 | 21.34 660 | 23.86 665 |
| Nikolai Smolyanskiy, Alexey Kamenev, Stan Birchfield: On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach. Arxiv |
| otaku |  | 33.18 654 | 35.99 663 | 52.93 642 | 40.01 663 | 21.41 653 | 55.08 662 | 17.25 615 | 43.30 642 | 61.58 666 | 39.25 631 | 49.16 636 | 46.61 644 | 28.49 609 | 39.77 646 | 28.76 618 | 18.56 658 | 7.00 655 | 31.82 665 | 9.61 651 | 21.53 661 | 15.48 655 |
|
| Ntro |  | 34.97 659 | 37.63 664 | 54.53 650 | 43.26 667 | 22.45 657 | 57.73 668 | 21.97 635 | 47.14 652 | 64.21 672 | 39.12 630 | 48.86 633 | 47.93 648 | 36.94 637 | 40.66 648 | 29.83 621 | 17.16 656 | 6.51 652 | 32.70 666 | 10.17 652 | 24.06 662 | 16.48 658 |
|
| ACVNet-4b |  | 36.40 661 | 52.20 671 | 56.11 656 | 42.45 666 | 21.78 654 | 48.56 655 | 14.37 585 | 49.50 658 | 60.15 664 | 43.17 642 | 46.38 627 | 55.62 660 | 24.56 585 | 38.15 640 | 21.97 566 | 25.13 663 | 3.66 640 | 46.93 671 | 33.56 671 | 25.97 663 | 17.74 661 |
|
| DStereoO |  | 23.30 622 | 15.58 627 | 13.92 495 | 14.76 614 | 8.35 596 | 16.44 500 | 16.19 606 | 33.98 566 | 39.60 581 | 30.48 592 | 28.08 457 | 31.65 566 | 32.30 626 | 41.39 650 | 27.39 605 | 48.20 677 | 3.83 641 | 28.72 663 | 3.33 616 | 25.98 664 | 5.78 608 |
|
| ACVNet_1 |  | 41.30 665 | 49.46 668 | 64.91 669 | 44.67 668 | 25.07 660 | 49.43 657 | 25.23 649 | 55.33 669 | 65.87 674 | 59.72 664 | 59.33 661 | 63.43 671 | 48.79 661 | 49.63 660 | 37.09 642 | 19.05 659 | 9.82 659 | 38.29 668 | 13.97 660 | 28.67 665 | 18.23 663 |
|
| JetBlue |  | 54.08 673 | 45.10 667 | 74.15 682 | 51.17 670 | 47.68 672 | 75.66 689 | 60.97 683 | 63.63 676 | 62.09 668 | 63.32 674 | 64.88 672 | 78.86 685 | 68.17 678 | 68.15 680 | 75.09 697 | 36.86 667 | 24.88 670 | 29.01 664 | 29.12 668 | 28.71 666 | 34.13 672 |
|
| DispFullNet |  | 30.27 651 | 31.74 656 | 58.63 661 | 30.13 656 | 28.18 662 | 31.79 615 | 8.94 504 | 37.16 604 | 54.68 642 | 32.60 608 | 37.99 575 | 44.62 635 | 28.80 610 | 41.55 651 | 27.93 614 | 11.94 654 | 3.46 636 | 35.53 667 | 12.34 657 | 30.08 667 | 17.26 660 |
|
| MADNet+ |  | 53.31 672 | 68.61 683 | 98.75 710 | 67.03 678 | 37.58 668 | 79.83 696 | 81.74 698 | 60.38 675 | 61.61 667 | 51.43 658 | 54.92 655 | 61.11 668 | 59.29 675 | 69.66 682 | 76.71 698 | 23.88 661 | 24.03 669 | 17.08 652 | 12.35 658 | 32.47 668 | 27.69 668 |
|
| Consistency-Raft |  | 41.82 667 | 35.10 661 | 44.56 633 | 32.85 658 | 41.39 671 | 46.76 653 | 34.76 666 | 57.01 671 | 54.94 645 | 32.10 604 | 65.22 674 | 30.82 557 | 48.46 660 | 40.81 649 | 48.77 669 | 27.39 664 | 34.28 673 | 42.92 669 | 51.66 682 | 39.28 669 | 27.28 666 |
|
| MonStereo1 |  | 45.10 669 | 33.36 658 | 54.69 651 | 33.57 659 | 31.94 664 | 43.06 650 | 17.79 620 | 49.52 659 | 56.61 655 | 50.97 657 | 64.04 669 | 70.09 677 | 53.57 667 | 49.77 661 | 53.19 675 | 53.87 680 | 14.08 663 | 54.69 677 | 35.89 672 | 41.66 670 | 39.69 676 |
|
| ACVNet_2 |  | 57.39 678 | 61.72 679 | 72.56 681 | 66.35 677 | 38.29 669 | 61.93 674 | 48.64 677 | 71.64 688 | 81.91 693 | 79.28 692 | 88.72 701 | 76.25 682 | 72.87 684 | 54.33 671 | 46.74 667 | 37.13 668 | 23.36 667 | 54.52 676 | 37.80 673 | 46.22 671 | 27.59 667 |
|
| light-stereo |  | 41.36 666 | 29.75 655 | 55.07 653 | 54.98 672 | 49.52 673 | 36.70 631 | 17.57 617 | 46.92 651 | 51.01 636 | 53.58 660 | 54.47 653 | 62.25 670 | 35.15 632 | 48.78 658 | 33.36 627 | 34.63 666 | 26.20 671 | 20.76 655 | 28.59 667 | 46.39 672 | 41.49 678 |
|
| IMH-64-1 |  | 59.25 679 | 58.09 673 | 67.69 674 | 66.06 675 | 50.51 674 | 56.45 664 | 49.45 678 | 68.83 681 | 67.75 678 | 67.58 677 | 80.37 689 | 70.15 678 | 74.28 686 | 72.16 687 | 48.94 670 | 42.00 672 | 42.87 678 | 65.57 679 | 47.02 675 | 51.52 673 | 37.76 674 |
|
| IMH-64 |  | 59.25 679 | 58.09 673 | 67.69 674 | 66.06 675 | 50.51 674 | 56.45 664 | 49.45 678 | 68.83 681 | 67.75 678 | 67.58 677 | 80.37 689 | 70.15 678 | 74.28 686 | 72.16 687 | 48.94 670 | 42.00 672 | 42.87 678 | 65.57 679 | 47.02 675 | 51.52 673 | 37.76 674 |
|
| anonymity |  | 52.32 671 | 58.23 675 | 63.91 665 | 41.12 665 | 59.25 682 | 53.27 660 | 41.04 671 | 55.69 670 | 40.20 587 | 54.85 661 | 49.49 638 | 49.13 651 | 55.48 670 | 59.07 673 | 49.65 672 | 55.86 681 | 50.03 687 | 51.00 673 | 51.08 680 | 51.71 675 | 56.36 682 |
|
| SGM+DAISY |  | 54.67 674 | 56.61 672 | 62.73 663 | 40.21 664 | 53.22 676 | 61.95 675 | 48.59 676 | 55.05 668 | 44.62 611 | 61.03 669 | 63.68 666 | 60.46 667 | 55.62 672 | 60.68 675 | 55.34 677 | 56.34 683 | 48.56 684 | 50.16 672 | 49.63 679 | 52.25 676 | 56.76 684 |
|
| RainbowNet |  | 51.25 670 | 62.74 680 | 64.52 668 | 60.13 674 | 39.00 670 | 58.72 672 | 30.83 661 | 57.31 673 | 79.18 690 | 50.24 654 | 65.35 675 | 60.13 666 | 44.25 656 | 49.47 659 | 41.16 656 | 46.52 676 | 46.06 681 | 52.72 675 | 31.78 669 | 52.33 677 | 32.47 670 |
|
| IMH |  | 62.95 681 | 60.33 678 | 67.78 676 | 69.51 679 | 53.65 677 | 65.09 679 | 54.21 680 | 72.00 689 | 73.28 684 | 72.49 682 | 81.93 691 | 72.96 680 | 79.81 691 | 76.65 693 | 51.41 674 | 43.57 674 | 49.82 686 | 67.81 681 | 51.14 681 | 54.83 678 | 40.67 677 |
|
| SPS-STEREO |   | 55.62 675 | 59.14 676 | 64.16 666 | 45.05 669 | 53.84 679 | 59.88 673 | 44.00 674 | 59.53 674 | 49.94 629 | 62.33 672 | 61.09 663 | 59.80 665 | 56.82 674 | 60.06 674 | 57.85 678 | 58.41 684 | 48.34 683 | 51.07 674 | 49.21 678 | 55.41 679 | 56.48 683 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| LVE |  | 71.50 686 | 72.46 686 | 83.91 694 | 75.21 682 | 55.29 681 | 74.81 684 | 62.76 685 | 77.22 694 | 83.77 695 | 82.09 694 | 87.11 700 | 83.38 692 | 82.41 696 | 75.93 691 | 64.49 686 | 48.28 678 | 57.24 693 | 74.61 685 | 62.53 683 | 65.49 680 | 61.01 686 |
|
| WAO-6 |  | 70.64 684 | 73.02 687 | 66.25 670 | 79.92 690 | 61.74 686 | 68.74 681 | 59.08 682 | 75.27 693 | 87.02 697 | 74.72 685 | 79.40 688 | 79.19 686 | 84.60 699 | 67.70 679 | 60.53 680 | 67.85 687 | 48.88 685 | 81.48 692 | 73.29 689 | 65.57 681 | 58.60 685 |
|
| WAO-7 |  | 72.21 689 | 78.21 691 | 54.04 649 | 79.33 689 | 69.31 692 | 70.20 682 | 72.09 693 | 77.85 697 | 84.90 696 | 77.35 688 | 86.03 695 | 79.37 687 | 79.88 692 | 65.32 676 | 65.33 687 | 62.33 686 | 69.70 698 | 70.51 682 | 73.21 688 | 67.23 682 | 62.02 687 |
|
| TorneroNet-64 |  | 65.66 682 | 70.70 685 | 71.20 680 | 76.52 683 | 59.70 684 | 66.78 680 | 58.05 681 | 67.53 680 | 80.00 691 | 62.67 673 | 67.40 676 | 83.09 691 | 69.42 681 | 67.34 677 | 62.05 684 | 48.31 679 | 44.07 680 | 72.93 683 | 63.88 684 | 68.05 683 | 53.58 681 |
|
| UNDER WATER-64 |  | 73.11 691 | 74.48 690 | 87.70 695 | 74.03 681 | 55.20 680 | 78.24 693 | 75.71 695 | 65.33 678 | 67.91 680 | 75.60 687 | 69.32 679 | 84.41 695 | 76.93 689 | 68.43 681 | 72.45 691 | 81.18 698 | 56.77 692 | 82.46 695 | 80.34 695 | 68.22 684 | 67.48 693 |
|
| notaker |  | 72.18 688 | 79.78 696 | 78.84 688 | 78.75 687 | 68.52 690 | 63.26 677 | 61.68 684 | 69.22 684 | 75.95 685 | 77.58 689 | 78.85 687 | 79.69 688 | 84.79 700 | 77.39 694 | 58.43 679 | 69.68 690 | 60.79 694 | 77.46 687 | 68.48 686 | 69.62 685 | 64.92 691 |
|
| DPSimNet_ROB |  | 74.29 693 | 83.27 700 | 59.30 662 | 77.19 684 | 65.13 687 | 75.14 686 | 74.95 694 | 73.99 692 | 76.94 688 | 81.99 693 | 75.48 684 | 80.18 689 | 71.76 682 | 67.39 678 | 84.00 703 | 81.87 699 | 51.14 688 | 79.99 689 | 76.70 694 | 70.17 686 | 79.21 699 |
|
| WAO-8 |  | 76.87 696 | 78.41 692 | 66.45 671 | 86.81 698 | 72.47 694 | 79.27 694 | 68.59 689 | 77.75 695 | 89.01 700 | 83.09 696 | 86.98 696 | 85.87 699 | 84.97 701 | 72.12 685 | 69.11 689 | 74.93 691 | 55.23 690 | 87.79 704 | 83.50 698 | 70.47 687 | 64.56 689 |
|
| Venus |  | 76.87 696 | 78.41 692 | 66.45 671 | 86.81 698 | 72.47 694 | 79.27 694 | 68.59 689 | 77.75 695 | 89.01 700 | 83.09 696 | 86.98 696 | 85.87 699 | 84.97 701 | 72.12 685 | 69.11 689 | 74.93 691 | 55.23 690 | 87.79 704 | 83.50 698 | 70.48 688 | 64.56 689 |
|
| UNDER WATER |  | 75.92 694 | 79.25 694 | 87.75 696 | 84.39 694 | 66.43 689 | 77.08 691 | 77.22 696 | 66.90 679 | 72.16 683 | 75.32 686 | 71.56 682 | 85.89 701 | 82.15 695 | 70.11 684 | 74.99 696 | 79.34 695 | 53.61 689 | 86.40 701 | 84.53 700 | 71.29 689 | 72.11 696 |
|
| ktn |  | 72.58 690 | 80.06 698 | 69.96 678 | 79.14 688 | 69.86 693 | 75.40 688 | 70.43 692 | 69.01 683 | 76.90 687 | 72.88 683 | 77.46 686 | 77.43 683 | 77.41 690 | 72.78 690 | 55.00 676 | 79.09 693 | 65.99 695 | 80.09 690 | 68.29 685 | 71.46 690 | 62.98 688 |
|
| HanzoNet |  | 77.61 698 | 81.11 699 | 82.83 690 | 77.82 686 | 69.15 691 | 75.25 687 | 69.06 691 | 73.49 691 | 77.84 689 | 82.19 695 | 82.80 692 | 85.42 696 | 86.67 704 | 85.99 702 | 73.64 693 | 85.24 704 | 68.38 697 | 81.71 693 | 75.47 693 | 71.98 691 | 66.24 692 |
|
| GCST |   | 37.32 663 | 40.98 666 | 25.25 586 | 92.15 704 | 35.59 667 | 25.00 574 | 1.02 114 | 25.45 447 | 19.73 391 | 26.01 560 | 15.21 293 | 19.51 460 | 4.75 231 | 16.71 494 | 4.32 323 | 80.90 697 | 35.46 674 | 87.50 703 | 74.71 692 | 73.21 692 | 42.99 679 |
|
| PWCK |  | 65.90 683 | 88.63 702 | 79.40 689 | 80.32 691 | 29.96 663 | 63.85 678 | 39.45 670 | 72.07 690 | 71.26 682 | 78.74 691 | 68.99 678 | 77.82 684 | 61.77 676 | 82.81 699 | 62.64 685 | 80.17 696 | 39.88 677 | 81.90 694 | 47.37 677 | 73.54 693 | 37.51 673 |
|
| TorneroNet |  | 71.21 685 | 73.44 689 | 75.82 685 | 80.82 692 | 65.65 688 | 70.53 683 | 64.39 686 | 71.42 687 | 75.97 686 | 71.47 681 | 73.68 683 | 84.17 694 | 74.00 685 | 69.85 683 | 69.09 688 | 59.37 685 | 48.19 682 | 79.67 688 | 73.51 690 | 74.93 694 | 68.26 694 |
|
| LRCNet_RVC |  | 73.59 692 | 69.80 684 | 74.41 683 | 77.63 685 | 60.56 685 | 40.33 646 | 15.08 595 | 71.04 686 | 48.36 621 | 88.07 701 | 94.62 705 | 90.11 703 | 81.83 694 | 80.58 698 | 61.26 683 | 97.12 711 | 72.30 699 | 96.65 710 | 97.58 711 | 77.13 695 | 77.30 698 |
|
| DLNR_Zeroshot_test |   | 27.62 642 | 51.32 670 | 91.46 699 | 98.51 709 | 98.03 709 | 3.10 56 | 0.50 66 | 30.95 525 | 7.65 221 | 8.16 242 | 15.68 298 | 7.31 250 | 1.63 81 | 11.87 336 | 4.21 319 | 40.37 671 | 0.87 584 | 0.06 336 | 0.34 502 | 80.23 696 | 0.24 319 |
|
| DLNR-FE |  | 27.66 643 | 51.31 669 | 91.55 701 | 98.52 710 | 97.91 708 | 3.10 56 | 0.50 66 | 31.55 534 | 7.66 222 | 8.18 243 | 15.67 296 | 7.31 250 | 1.63 81 | 11.88 337 | 4.21 319 | 40.23 670 | 0.89 587 | 0.06 336 | 0.34 502 | 80.38 697 | 0.24 319 |
|
| JetRed |  | 79.55 699 | 79.88 697 | 91.52 700 | 71.05 680 | 75.80 696 | 91.66 698 | 80.11 697 | 79.14 698 | 80.44 692 | 84.35 698 | 84.23 694 | 83.38 692 | 72.48 683 | 79.43 695 | 85.44 704 | 69.33 689 | 81.58 701 | 73.66 684 | 72.56 687 | 82.35 698 | 72.60 697 |
|
| Dean |  | 80.72 700 | 85.82 701 | 83.27 691 | 84.91 697 | 59.53 683 | 75.11 685 | 68.39 688 | 81.59 700 | 88.05 699 | 92.41 704 | 86.98 696 | 92.41 705 | 93.02 706 | 83.11 700 | 73.31 692 | 68.01 688 | 66.13 696 | 94.82 709 | 84.66 701 | 83.28 699 | 69.50 695 |
|
| ASD4 |  | 87.72 701 | 90.49 703 | 83.85 693 | 83.29 693 | 90.74 703 | 97.88 706 | 99.60 712 | 88.98 703 | 96.82 707 | 88.24 703 | 93.42 703 | 89.82 702 | 86.15 703 | 88.78 703 | 91.81 705 | 79.31 694 | 81.76 702 | 76.68 686 | 81.50 696 | 83.55 700 | 81.68 700 |
|
| MFMNet_re |  | 72.05 687 | 79.64 695 | 64.23 667 | 52.73 671 | 84.71 697 | 77.93 692 | 68.35 687 | 63.96 677 | 66.93 676 | 61.00 668 | 71.29 681 | 63.84 672 | 68.91 680 | 72.42 689 | 61.11 682 | 82.03 700 | 74.22 700 | 80.34 691 | 74.44 691 | 83.62 701 | 89.34 703 |
|
| USTest |  | 93.52 709 | 90.92 704 | 77.74 687 | 87.90 703 | 92.63 705 | 100.00 714 | 100.00 716 | 99.79 714 | 99.80 713 | 99.21 713 | 99.52 713 | 98.03 710 | 99.15 712 | 89.52 704 | 99.31 713 | 90.37 705 | 98.47 710 | 84.34 700 | 87.43 703 | 84.58 702 | 91.71 707 |
|
| xxxxx1 |  | 91.92 706 | 95.33 708 | 98.45 707 | 87.29 700 | 89.24 700 | 98.50 707 | 98.17 709 | 92.95 704 | 93.21 703 | 93.55 705 | 95.36 706 | 96.99 707 | 96.28 707 | 94.65 705 | 94.94 706 | 83.26 701 | 84.17 703 | 82.90 696 | 88.32 704 | 85.49 703 | 89.37 704 |
|
| tt_ll |  | 91.92 706 | 95.33 708 | 98.45 707 | 87.29 700 | 89.24 700 | 98.50 707 | 98.17 709 | 92.95 704 | 93.21 703 | 93.55 705 | 95.36 706 | 96.99 707 | 96.28 707 | 94.65 705 | 94.94 706 | 83.26 701 | 84.17 703 | 82.90 696 | 88.32 704 | 85.49 703 | 89.37 704 |
|
| ff |  | 91.92 706 | 95.33 708 | 98.45 707 | 87.29 700 | 89.24 700 | 98.50 707 | 98.17 709 | 92.95 704 | 93.21 703 | 93.55 705 | 95.36 706 | 96.99 707 | 96.28 707 | 94.65 705 | 94.94 706 | 83.26 701 | 84.17 703 | 82.90 696 | 88.32 704 | 85.49 703 | 89.37 704 |
|
| MADNet++ |  | 94.16 710 | 94.02 707 | 90.25 698 | 96.28 706 | 96.84 706 | 97.17 705 | 90.16 700 | 94.71 707 | 91.69 702 | 97.07 710 | 93.71 704 | 94.62 706 | 92.63 705 | 96.15 709 | 95.18 709 | 95.42 706 | 95.89 706 | 92.80 708 | 92.23 707 | 92.10 706 | 94.30 712 |
|
| KSHMR |  | 88.54 704 | 93.03 706 | 83.31 692 | 95.54 705 | 91.74 704 | 82.37 697 | 83.41 699 | 84.43 701 | 81.99 694 | 87.89 700 | 84.05 693 | 91.94 704 | 81.33 693 | 76.34 692 | 81.76 702 | 96.44 710 | 96.14 707 | 96.69 711 | 97.12 710 | 92.52 707 | 92.67 710 |
|
| TCMNet-wrong-test |  | 76.74 695 | 91.47 705 | 89.31 697 | 97.64 707 | 97.35 707 | 94.87 702 | 92.51 703 | 69.78 685 | 65.29 673 | 63.44 675 | 71.10 680 | 65.66 674 | 51.44 664 | 85.29 701 | 74.70 695 | 56.06 682 | 20.22 665 | 83.11 699 | 82.39 697 | 95.02 708 | 88.18 702 |
|
| RSGM-EC |  | 88.03 702 | 67.44 681 | 53.54 645 | 84.82 695 | 87.13 698 | 94.34 699 | 92.20 701 | 94.86 708 | 98.29 708 | 95.56 708 | 98.06 709 | 85.65 697 | 83.07 697 | 79.52 696 | 79.00 699 | 95.80 707 | 97.66 708 | 91.52 706 | 95.19 708 | 95.05 709 | 91.80 708 |
|
| acva |  | 88.03 702 | 67.44 681 | 53.54 645 | 84.82 695 | 87.13 698 | 94.34 699 | 92.20 701 | 94.86 708 | 98.29 708 | 95.56 708 | 98.06 709 | 85.65 697 | 83.07 697 | 79.52 696 | 79.00 699 | 95.80 707 | 97.66 708 | 91.52 706 | 95.19 708 | 95.05 709 | 91.80 708 |
|
| tt |  | 89.96 705 | 1.02 128 | 100.00 716 | 99.40 712 | 100.00 716 | 100.00 714 | 100.00 716 | 100.00 717 | 100.00 716 | 78.36 690 | 67.94 677 | 99.99 718 | 100.00 716 | 100.00 718 | 100.00 719 | 95.81 709 | 99.93 714 | 87.43 702 | 86.39 702 | 95.11 711 | 87.89 701 |
|
| Anonymous_1 |  | 99.65 714 | 99.95 713 | 99.93 714 | 99.80 713 | 99.60 712 | 100.00 714 | 100.00 716 | 99.82 716 | 99.98 714 | 99.62 715 | 99.94 715 | 99.75 715 | 100.00 716 | 99.66 713 | 99.88 714 | 98.45 712 | 99.84 713 | 98.73 712 | 99.26 712 | 99.41 712 | 99.36 713 |
|
| MEDIAN_ROB |  | 99.19 711 | 99.84 712 | 99.62 712 | 98.49 708 | 98.51 710 | 98.58 710 | 97.81 708 | 98.80 712 | 98.56 710 | 99.36 714 | 99.49 712 | 99.56 713 | 99.06 711 | 98.35 711 | 98.31 711 | 99.99 713 | 99.63 712 | 100.00 715 | 100.00 716 | 99.81 713 | 99.95 716 |
|
| PML |  | 99.19 711 | 100.00 717 | 98.08 706 | 99.28 711 | 99.53 711 | 100.00 714 | 99.73 713 | 98.24 710 | 99.44 712 | 100.00 717 | 99.57 714 | 98.76 712 | 99.84 713 | 100.00 718 | 98.88 712 | 100.00 714 | 99.54 711 | 100.00 715 | 99.50 713 | 99.90 714 | 93.55 711 |
|
| iinet-test |  | 99.97 720 | 100.00 717 | 100.00 716 | 99.84 714 | 99.86 713 | 100.00 714 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 720 | 100.00 716 | 100.00 718 | 100.00 719 | 100.00 714 | 100.00 716 | 100.00 715 | 100.00 716 | 99.93 715 | 99.85 715 |
|
| IINet |  | 99.97 720 | 100.00 717 | 100.00 716 | 99.84 714 | 99.87 714 | 100.00 714 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 720 | 100.00 716 | 100.00 718 | 100.00 719 | 100.00 714 | 100.00 716 | 100.00 715 | 100.00 716 | 99.93 715 | 99.84 714 |
|
| Hybrid-DGEV |  | 100.00 722 | 100.00 717 | 100.00 716 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 720 | 100.00 716 | 100.00 718 | 100.00 719 | 100.00 714 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 717 | 100.00 718 |
|
| RAFT-FEzeroshot |  | 100.00 722 | 100.00 717 | 100.00 716 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 720 | 100.00 716 | 100.00 718 | 100.00 719 | 100.00 714 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 717 | 100.00 718 |
|
| RAFT-FE |  | 100.00 722 | 100.00 717 | 100.00 716 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 720 | 100.00 716 | 100.00 718 | 100.00 719 | 100.00 714 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 717 | 100.00 718 |
|
| FlowAnything |  | 100.00 722 | 100.00 717 | 100.00 716 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 720 | 100.00 716 | 100.00 718 | 100.00 719 | 100.00 714 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 717 | 100.00 718 |
|
| ccccc |  | 99.71 716 | 98.19 711 | 100.00 716 | 100.00 716 | 100.00 716 | 99.32 712 | 99.81 714 | 99.79 714 | 99.22 711 | 99.63 716 | 98.80 711 | 99.69 714 | 99.91 714 | 99.95 714 | 99.99 716 | 100.00 714 | 100.00 716 | 99.97 714 | 99.90 715 | 100.00 717 | 100.00 718 |
|
| HaxPig |  | 99.40 713 | 99.99 714 | 97.38 705 | 100.00 716 | 100.00 716 | 96.91 703 | 97.35 706 | 99.59 713 | 99.99 715 | 100.00 717 | 100.00 716 | 99.99 718 | 99.99 715 | 99.04 712 | 97.77 710 | 100.00 714 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 717 | 99.99 717 |
|
| Selective-RAFT-Error |  | 100.00 722 | 100.00 717 | 100.00 716 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 720 | 100.00 716 | 100.00 718 | 100.00 719 | 100.00 714 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 717 | 100.00 718 |
|
| CasAABBNet |  | 100.00 722 | 100.00 717 | 100.00 716 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 720 | 100.00 716 | 100.00 718 | 100.00 719 | 100.00 714 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 717 | 100.00 718 |
|
| test_example2 |  | 99.68 715 | 99.99 714 | 99.99 715 | 100.00 716 | 99.99 715 | 99.86 713 | 99.99 715 | 98.29 711 | 100.00 716 | 100.00 717 | 100.00 716 | 98.15 711 | 98.39 710 | 99.98 715 | 99.98 715 | 100.00 714 | 99.99 715 | 99.40 713 | 99.53 714 | 100.00 717 | 100.00 718 |
|
| LSM0 |  | 100.00 722 | 100.00 717 | 100.00 716 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 720 | 100.00 716 | 100.00 718 | 100.00 719 | 100.00 714 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 717 | 100.00 718 |
|
| DPSMNet_ROB |  | 99.95 718 | 100.00 717 | 100.00 716 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 716 | 100.00 717 | 100.00 716 | 99.15 712 | 100.00 716 | 99.96 716 | 100.00 716 | 99.99 716 | 99.99 716 | 100.00 714 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 717 | 100.00 718 |
|
| DGTPSM_ROB |  | 99.95 718 | 100.00 717 | 100.00 716 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 716 | 100.00 717 | 100.00 716 | 99.14 711 | 100.00 716 | 99.96 716 | 100.00 716 | 99.99 716 | 99.99 716 | 100.00 714 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 717 | 100.00 718 |
|
| DPSM_ROB |  | 100.00 722 | 100.00 717 | 100.00 716 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 720 | 100.00 716 | 100.00 718 | 100.00 719 | 100.00 714 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 717 | 100.00 718 |
|
| DPSM |  | 100.00 722 | 100.00 717 | 100.00 716 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 720 | 100.00 716 | 100.00 718 | 100.00 719 | 100.00 714 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 717 | 100.00 718 |
|
| AVERAGE_ROB |  | 99.80 717 | 99.99 714 | 99.40 711 | 100.00 716 | 100.00 716 | 98.99 711 | 97.72 707 | 100.00 717 | 100.00 716 | 100.00 717 | 100.00 716 | 100.00 720 | 100.00 716 | 100.00 718 | 100.00 719 | 100.00 714 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 717 | 100.00 718 |
|