| S2M2_XL |  | 0.93 1 | 0.78 41 | 3.42 34 | 1.97 10 | 0.27 16 | 0.44 1 | 0.01 1 | 1.71 1 | 0.99 6 | 1.17 20 | 2.70 53 | 1.74 76 | 1.21 52 | 1.17 1 | 1.00 78 | 0.00 1 | 0.01 32 | 0.01 225 | 0.00 1 | 0.02 9 | 0.02 15 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| PSi22a |  | 0.94 2 | 0.55 4 | 2.07 1 | 2.13 18 | 0.25 8 | 1.14 5 | 0.09 14 | 4.93 19 | 0.89 1 | 0.74 4 | 0.08 2 | 2.33 108 | 1.03 48 | 1.87 3 | 0.49 9 | 0.01 136 | 0.05 180 | 0.00 1 | 0.00 1 | 0.03 38 | 0.03 42 |
|
| Foundation-i32 |  | 0.97 3 | 0.54 3 | 2.57 5 | 2.24 28 | 0.21 7 | 1.31 9 | 0.09 14 | 4.21 6 | 0.95 5 | 1.20 21 | 0.42 13 | 2.79 124 | 0.29 5 | 1.78 2 | 0.54 11 | 0.02 209 | 0.08 279 | 0.03 270 | 0.00 1 | 0.03 38 | 0.03 42 |
|
| BLMT-Stereo |  | 0.99 4 | 0.51 2 | 3.10 24 | 2.65 66 | 0.36 34 | 0.56 2 | 0.27 41 | 1.94 2 | 1.86 36 | 1.00 12 | 2.57 47 | 1.18 55 | 0.15 1 | 1.90 4 | 1.49 119 | 0.14 348 | 0.01 32 | 0.00 1 | 0.02 220 | 0.03 38 | 0.03 42 |
|
| PSi22b |  | 1.02 5 | 0.57 6 | 2.28 2 | 2.14 19 | 0.25 8 | 1.23 7 | 0.13 22 | 5.00 20 | 0.90 2 | 0.64 1 | 0.09 4 | 3.29 132 | 0.60 22 | 2.65 20 | 0.46 6 | 0.03 246 | 0.11 338 | 0.00 1 | 0.00 1 | 0.03 38 | 0.03 42 |
|
| DepthFocus |  | 1.04 6 | 0.68 25 | 3.33 32 | 1.97 10 | 0.42 51 | 1.27 8 | 0.87 91 | 2.04 3 | 1.22 8 | 0.66 3 | 1.71 35 | 1.75 78 | 0.90 41 | 3.46 40 | 0.44 3 | 0.00 1 | 0.01 32 | 0.00 1 | 0.00 1 | 0.01 1 | 0.04 67 |
|
| PipStereo |  | 1.06 7 | 0.57 6 | 2.29 3 | 2.16 20 | 0.26 10 | 1.22 6 | 0.10 17 | 5.28 22 | 0.91 3 | 0.64 1 | 0.09 4 | 3.41 133 | 0.88 39 | 2.66 21 | 0.46 6 | 0.02 209 | 0.10 317 | 0.00 1 | 0.00 1 | 0.03 38 | 0.04 67 |
|
| LACA1 |  | 1.12 8 | 0.73 30 | 2.61 6 | 1.25 2 | 0.59 88 | 2.50 30 | 0.45 54 | 4.45 8 | 0.93 4 | 1.64 48 | 0.22 9 | 0.47 26 | 1.78 82 | 4.39 65 | 0.36 2 | 0.00 1 | 0.03 123 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| LACA2 |  | 1.22 9 | 1.14 154 | 4.34 94 | 1.32 3 | 0.20 5 | 3.03 48 | 0.14 24 | 5.79 38 | 1.12 7 | 1.06 16 | 0.67 20 | 0.56 31 | 0.80 35 | 3.67 50 | 0.44 3 | 0.00 1 | 0.03 123 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 4 |
|
| FoundationStereo |  | 1.26 10 | 0.73 30 | 2.84 11 | 2.65 66 | 0.58 85 | 2.31 24 | 0.61 68 | 3.40 5 | 1.57 21 | 1.89 65 | 0.09 4 | 2.61 116 | 2.90 126 | 2.37 16 | 0.60 16 | 0.04 264 | 0.04 143 | 0.00 1 | 0.00 1 | 0.02 9 | 0.03 42 |
|
| MonSter++ |  | 1.28 11 | 0.63 15 | 2.88 12 | 2.00 13 | 0.32 24 | 2.14 20 | 0.01 1 | 4.86 17 | 2.56 53 | 1.63 46 | 0.45 14 | 2.17 102 | 1.25 54 | 3.81 52 | 0.84 47 | 0.01 136 | 0.02 86 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 15 |
|
| GeoVLM |  | 1.29 12 | 0.62 13 | 2.88 12 | 2.04 14 | 0.32 24 | 2.13 18 | 0.01 1 | 4.81 14 | 2.57 56 | 1.67 49 | 0.50 16 | 2.09 100 | 1.29 56 | 3.91 54 | 0.85 48 | 0.01 136 | 0.02 86 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| LiteMatch* |   | 1.32 13 | 0.85 71 | 4.93 122 | 2.28 35 | 0.28 18 | 2.07 17 | 0.03 6 | 4.90 18 | 2.57 56 | 1.39 35 | 0.67 20 | 1.58 71 | 0.52 16 | 3.52 44 | 0.69 29 | 0.01 136 | 0.01 32 | 0.00 1 | 0.00 1 | 0.04 58 | 0.06 106 |
|
| HiDET |  | 1.32 13 | 0.56 5 | 3.12 26 | 2.54 59 | 0.43 58 | 1.92 14 | 0.02 5 | 5.70 30 | 2.72 66 | 1.35 28 | 0.52 17 | 1.27 59 | 0.97 44 | 4.05 55 | 1.19 102 | 0.00 1 | 0.01 32 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 15 |
|
| LACA3 |  | 1.38 15 | 0.90 93 | 2.71 8 | 1.21 1 | 0.85 146 | 2.34 26 | 1.64 177 | 4.58 10 | 1.22 8 | 1.13 18 | 0.63 19 | 0.64 38 | 0.61 24 | 8.78 181 | 0.31 1 | 0.01 136 | 0.01 32 | 0.00 1 | 0.00 1 | 0.03 38 | 0.00 1 |
|
| BridgeDepth_RVC |   | 1.46 16 | 0.72 28 | 2.76 9 | 1.47 4 | 0.75 132 | 4.05 91 | 0.01 1 | 5.97 43 | 1.58 25 | 1.29 26 | 1.19 28 | 1.02 50 | 2.98 128 | 3.52 44 | 0.87 53 | 0.79 524 | 0.08 279 | 0.12 393 | 0.05 294 | 0.01 1 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| MLG-Stereo |  | 1.48 17 | 0.65 23 | 3.04 21 | 2.52 55 | 0.79 137 | 3.11 52 | 0.16 29 | 6.26 55 | 1.80 34 | 0.84 5 | 0.10 8 | 1.51 66 | 0.65 28 | 7.44 133 | 0.53 10 | 0.02 209 | 0.09 298 | 0.00 1 | 0.03 243 | 0.03 38 | 0.02 15 |
|
| LGtest1 |  | 1.48 17 | 0.75 34 | 4.03 72 | 2.33 39 | 0.65 103 | 3.02 47 | 0.11 20 | 6.12 50 | 1.51 17 | 1.41 36 | 1.48 32 | 0.65 39 | 0.93 43 | 5.60 83 | 0.81 39 | 0.03 246 | 0.12 351 | 0.00 1 | 0.00 1 | 0.10 149 | 0.04 67 |
|
| CSFM-Stereo |  | 1.49 19 | 0.59 9 | 3.11 25 | 2.47 51 | 0.31 23 | 3.07 49 | 0.15 27 | 6.28 61 | 2.36 49 | 2.48 94 | 1.08 24 | 1.50 65 | 1.10 49 | 4.29 64 | 0.89 54 | 0.02 209 | 0.02 86 | 0.00 1 | 0.00 1 | 0.02 9 | 0.03 42 |
|
| MLG-Stereo_test1 |  | 1.51 20 | 0.65 23 | 3.00 18 | 2.47 51 | 2.46 320 | 2.84 41 | 0.16 29 | 5.64 28 | 1.77 32 | 0.98 11 | 0.09 4 | 1.53 67 | 0.52 16 | 7.44 133 | 0.56 12 | 0.02 209 | 0.09 298 | 0.00 1 | 0.03 243 | 0.03 38 | 0.02 15 |
|
| 252Zero-FE |  | 1.52 21 | 0.84 64 | 3.49 40 | 2.85 86 | 0.54 78 | 1.97 16 | 0.08 11 | 6.14 51 | 4.11 109 | 1.76 58 | 3.45 71 | 0.16 1 | 0.27 4 | 3.61 48 | 0.82 41 | 0.01 136 | 0.10 317 | 0.08 345 | 0.04 266 | 0.04 58 | 0.03 42 |
|
| MLG-Stereo_test2 |  | 1.52 21 | 0.64 17 | 2.81 10 | 2.52 55 | 1.79 263 | 2.76 39 | 0.16 29 | 4.70 12 | 1.80 34 | 1.75 56 | 0.08 2 | 3.21 131 | 0.17 3 | 7.28 126 | 0.64 19 | 0.02 209 | 0.11 338 | 0.00 1 | 0.00 1 | 0.04 58 | 0.03 42 |
|
| MLG-Stereo_test3 |  | 1.57 23 | 0.69 27 | 3.82 57 | 2.19 24 | 1.34 214 | 3.92 85 | 0.25 39 | 5.89 41 | 1.27 11 | 0.91 9 | 1.07 23 | 1.99 95 | 0.64 27 | 6.09 97 | 1.10 88 | 0.03 246 | 0.09 298 | 0.00 1 | 0.00 1 | 0.05 71 | 0.04 67 |
|
| dual_stereo |  | 1.57 23 | 0.64 17 | 2.56 4 | 2.33 39 | 0.47 62 | 2.62 32 | 0.08 11 | 4.85 15 | 1.95 39 | 1.01 14 | 0.69 22 | 1.90 91 | 0.61 24 | 10.34 239 | 0.96 66 | 0.01 136 | 0.20 425 | 0.00 1 | 0.18 398 | 0.01 1 | 0.03 42 |
|
| Pro-Stereo |  | 1.58 25 | 0.49 1 | 3.02 20 | 2.86 87 | 0.49 68 | 5.49 205 | 0.77 82 | 2.05 4 | 1.90 38 | 1.48 40 | 1.19 28 | 1.46 63 | 0.15 1 | 8.09 155 | 1.54 123 | 0.16 359 | 0.03 123 | 0.00 1 | 0.30 473 | 0.04 58 | 0.02 15 |
|
| BridgeDepth |   | 1.59 26 | 0.74 32 | 2.65 7 | 1.86 6 | 0.15 3 | 6.66 285 | 0.05 8 | 5.75 32 | 2.52 51 | 1.38 34 | 0.38 11 | 1.98 93 | 2.79 124 | 4.44 68 | 0.44 3 | 0.00 1 | 0.02 86 | 0.00 1 | 0.00 1 | 0.02 9 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| LG-Stereo_L2 |  | 1.59 26 | 0.87 77 | 4.31 91 | 2.54 59 | 0.69 110 | 2.76 39 | 0.44 52 | 6.85 81 | 1.57 21 | 1.59 44 | 0.39 12 | 0.39 23 | 0.52 16 | 7.85 146 | 0.82 41 | 0.04 264 | 0.12 351 | 0.00 1 | 0.00 1 | 0.03 38 | 0.02 15 |
|
| LG-Stereo_L1 |  | 1.59 26 | 0.89 84 | 4.07 78 | 2.55 61 | 0.95 160 | 2.93 43 | 0.50 58 | 6.75 76 | 1.54 18 | 1.32 27 | 0.24 10 | 0.50 28 | 0.59 21 | 7.91 147 | 0.85 48 | 0.04 264 | 0.12 351 | 0.01 225 | 0.00 1 | 0.03 38 | 0.02 15 |
|
| Test_v1 |  | 1.60 29 | 0.76 37 | 3.26 28 | 2.18 22 | 1.25 198 | 2.17 21 | 0.16 29 | 7.01 84 | 3.12 84 | 1.44 38 | 2.91 56 | 1.49 64 | 1.02 47 | 4.48 69 | 0.68 25 | 0.01 136 | 0.04 143 | 0.00 1 | 0.00 1 | 0.03 38 | 0.04 67 |
|
| Wavelet-MonSter |  | 1.61 30 | 0.84 64 | 4.03 72 | 2.47 51 | 2.55 326 | 2.93 43 | 0.03 6 | 4.71 13 | 1.40 14 | 1.96 66 | 4.34 95 | 0.34 20 | 0.83 38 | 4.87 75 | 0.90 55 | 0.00 1 | 0.03 123 | 0.02 250 | 0.00 1 | 0.02 9 | 0.03 42 |
|
| MatchStereo |   | 1.70 31 | 0.88 79 | 3.85 58 | 2.11 17 | 0.14 1 | 2.35 27 | 0.33 45 | 5.87 40 | 4.80 126 | 0.90 8 | 4.35 97 | 0.81 46 | 1.32 57 | 4.93 76 | 1.30 107 | 0.01 136 | 0.05 180 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 4 |
| Tingman Yan, Tao Liu, Xilian Yang, Qunfei Zhao, Zeyang Xia: MatchAttention: Matching the Relative Positions for High-Resolution Cross-View Matching. Arxiv, 2025 |
| LCMNet |  | 1.70 31 | 0.59 9 | 2.97 17 | 1.86 6 | 0.58 85 | 1.95 15 | 0.09 14 | 6.27 57 | 7.21 199 | 1.23 23 | 1.48 32 | 1.25 58 | 1.34 58 | 6.03 95 | 1.05 86 | 0.00 1 | 0.01 32 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| MonSter |  | 1.74 33 | 0.74 32 | 3.64 45 | 2.27 31 | 1.62 242 | 6.01 255 | 0.13 22 | 6.02 44 | 2.88 76 | 1.35 28 | 2.11 39 | 0.30 14 | 0.36 6 | 6.50 104 | 0.83 43 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 220 | 0.02 9 | 0.02 15 |
|
| Monster-pub-eth3d |  | 1.75 34 | 0.75 34 | 3.64 45 | 2.27 31 | 1.62 242 | 6.02 258 | 0.14 24 | 6.02 44 | 2.87 75 | 1.35 28 | 2.11 39 | 0.30 14 | 0.36 6 | 6.59 107 | 0.83 43 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 220 | 0.02 9 | 0.02 15 |
|
| MonStereo |  | 1.76 35 | 0.75 34 | 3.64 45 | 2.27 31 | 1.61 241 | 6.04 259 | 0.14 24 | 6.02 44 | 2.88 76 | 1.35 28 | 2.11 39 | 0.30 14 | 0.36 6 | 6.84 117 | 0.83 43 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 180 | 0.02 9 | 0.02 15 |
|
| 4.5_new |  | 1.82 36 | 0.79 45 | 3.44 36 | 2.35 41 | 1.84 266 | 5.69 231 | 1.28 121 | 5.59 26 | 2.60 58 | 3.74 140 | 3.37 66 | 0.43 24 | 0.97 44 | 3.16 36 | 0.98 68 | 0.01 136 | 0.01 32 | 0.00 1 | 0.00 1 | 0.07 99 | 0.16 233 |
|
| 4.5w-stereo |  | 1.83 37 | 0.79 45 | 3.45 38 | 2.35 41 | 1.84 266 | 5.69 231 | 1.29 124 | 5.59 26 | 2.60 58 | 3.75 141 | 3.37 66 | 0.43 24 | 0.97 44 | 3.16 36 | 0.98 68 | 0.01 136 | 0.01 32 | 0.00 1 | 0.00 1 | 0.07 99 | 0.16 233 |
|
| Monster-pub-mixall |  | 1.84 38 | 0.85 71 | 3.45 38 | 2.27 31 | 0.94 159 | 2.43 28 | 0.54 63 | 6.32 62 | 2.65 63 | 3.04 120 | 3.56 72 | 0.38 22 | 0.49 13 | 8.93 191 | 0.74 33 | 0.01 136 | 0.06 217 | 0.00 1 | 0.00 1 | 0.04 58 | 0.04 67 |
|
| IGEV |   | 1.86 39 | 0.58 8 | 3.90 63 | 2.40 45 | 3.49 380 | 4.20 98 | 0.97 99 | 7.16 89 | 3.22 86 | 2.00 73 | 4.16 89 | 0.26 11 | 0.62 26 | 3.40 39 | 0.65 22 | 0.03 246 | 0.09 298 | 0.00 1 | 0.00 1 | 0.03 38 | 0.02 15 |
|
| SGD-Stereo |  | 1.88 40 | 0.76 37 | 3.80 55 | 2.37 43 | 0.33 32 | 3.48 68 | 0.93 96 | 6.52 67 | 2.22 44 | 3.84 145 | 1.08 24 | 1.78 80 | 1.34 58 | 8.32 159 | 0.70 30 | 0.09 326 | 0.01 32 | 0.00 1 | 0.00 1 | 0.06 78 | 0.03 42 |
|
| GEAStereo |  | 1.94 41 | 0.95 100 | 3.61 42 | 3.84 182 | 0.64 99 | 4.39 111 | 1.50 147 | 8.01 117 | 2.33 47 | 2.24 83 | 2.61 49 | 1.19 56 | 2.25 100 | 3.50 41 | 1.15 97 | 0.01 136 | 0.06 217 | 0.05 303 | 0.00 1 | 0.22 223 | 0.14 205 |
|
| 4.25_new |  | 1.94 41 | 0.81 49 | 3.74 50 | 2.82 79 | 2.69 336 | 4.37 106 | 2.37 277 | 5.76 33 | 2.78 69 | 1.99 70 | 3.60 73 | 0.23 4 | 2.40 111 | 4.13 56 | 0.99 70 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 9 | 0.07 121 |
|
| 4.5w_new |  | 1.94 41 | 0.81 49 | 3.74 50 | 2.82 79 | 2.69 336 | 4.37 106 | 2.37 277 | 5.76 33 | 2.78 69 | 1.99 70 | 3.60 73 | 0.23 4 | 2.40 111 | 4.13 56 | 0.99 70 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 9 | 0.07 121 |
|
| 4.25w-stereo |  | 1.94 41 | 0.81 49 | 3.74 50 | 2.82 79 | 2.69 336 | 4.37 106 | 2.37 277 | 5.76 33 | 2.78 69 | 1.99 70 | 3.60 73 | 0.23 4 | 2.40 111 | 4.13 56 | 0.99 70 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 9 | 0.07 121 |
|
| asda |  | 1.95 45 | 0.81 49 | 4.14 86 | 2.66 69 | 1.93 282 | 3.30 62 | 0.86 90 | 5.92 42 | 3.10 83 | 2.41 91 | 3.10 58 | 0.63 36 | 2.99 129 | 5.57 82 | 1.48 118 | 0.02 209 | 0.01 32 | 0.00 1 | 0.00 1 | 0.07 99 | 0.07 121 |
|
| 4w-stereo |  | 2.03 46 | 0.98 108 | 4.12 84 | 2.31 38 | 1.96 283 | 3.70 79 | 0.61 68 | 6.37 64 | 2.37 50 | 2.10 78 | 4.19 90 | 0.33 18 | 3.33 140 | 7.03 120 | 1.12 91 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 38 | 0.08 136 |
|
| LiteMatch |  | 2.05 47 | 1.75 355 | 2.89 14 | 3.57 158 | 0.63 97 | 2.13 18 | 1.54 158 | 4.85 15 | 2.56 53 | 1.63 46 | 0.47 15 | 2.13 101 | 4.42 183 | 3.83 53 | 7.98 411 | 0.00 1 | 0.04 143 | 0.00 1 | 0.00 1 | 0.29 282 | 0.31 345 |
|
| asd |  | 2.06 48 | 0.78 41 | 3.85 58 | 2.45 48 | 2.18 300 | 3.99 88 | 0.35 46 | 6.94 82 | 2.60 58 | 2.99 117 | 2.79 54 | 0.52 29 | 2.27 105 | 8.33 160 | 0.93 61 | 0.02 209 | 0.01 32 | 0.00 1 | 0.00 1 | 0.07 99 | 0.11 171 |
|
| S2M2_L |  | 2.06 48 | 1.28 195 | 4.05 77 | 3.20 116 | 1.14 187 | 2.31 24 | 0.06 9 | 6.26 55 | 6.67 181 | 1.75 56 | 4.48 104 | 4.47 164 | 0.81 36 | 2.36 15 | 1.52 122 | 0.25 409 | 0.10 317 | 0.03 270 | 0.00 1 | 0.49 390 | 0.03 42 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| GCAP-Stereo-DPT26K |  | 2.09 50 | 1.04 123 | 5.75 186 | 2.56 63 | 0.65 103 | 2.75 37 | 1.75 207 | 8.35 134 | 1.65 28 | 2.30 88 | 3.44 70 | 1.73 75 | 3.12 130 | 5.03 78 | 1.14 96 | 0.00 1 | 0.00 1 | 0.00 1 | 0.26 453 | 0.09 126 | 0.11 171 |
|
| 2.5w |  | 2.10 51 | 0.78 41 | 4.30 90 | 2.96 100 | 1.85 269 | 3.22 57 | 2.25 268 | 6.05 48 | 2.69 64 | 1.80 61 | 5.44 147 | 0.23 4 | 2.01 90 | 7.36 130 | 1.01 81 | 0.01 136 | 0.01 32 | 0.00 1 | 0.00 1 | 0.02 9 | 0.06 106 |
|
| 2.75w_new |  | 2.10 51 | 0.82 54 | 3.93 66 | 2.18 22 | 1.44 222 | 3.52 72 | 2.30 272 | 5.52 24 | 2.91 79 | 4.14 159 | 3.93 85 | 0.27 12 | 2.38 108 | 6.17 99 | 2.32 198 | 0.01 136 | 0.01 32 | 0.00 1 | 0.00 1 | 0.02 9 | 0.06 106 |
|
| GCAP-Stereo-DPT-24K |  | 2.12 53 | 0.85 71 | 4.64 104 | 2.77 77 | 1.97 285 | 3.66 78 | 1.64 177 | 8.33 133 | 3.33 94 | 1.46 39 | 3.30 63 | 0.63 36 | 4.15 173 | 2.05 9 | 0.67 24 | 0.02 209 | 0.17 404 | 0.00 1 | 0.43 514 | 0.26 260 | 2.07 537 |
|
| LG-G_1 |  | 2.14 54 | 0.64 17 | 4.04 74 | 3.18 114 | 0.37 36 | 11.00 369 | 0.60 66 | 6.27 57 | 1.55 19 | 1.28 24 | 1.15 26 | 1.34 61 | 2.14 95 | 8.08 153 | 0.99 70 | 0.04 264 | 0.12 351 | 0.00 1 | 0.00 1 | 0.06 78 | 0.03 42 |
|
| LG-G |  | 2.14 54 | 0.64 17 | 4.04 74 | 3.18 114 | 0.37 36 | 11.00 369 | 0.60 66 | 6.27 57 | 1.55 19 | 1.28 24 | 1.15 26 | 1.34 61 | 2.14 95 | 8.08 153 | 0.99 70 | 0.04 264 | 0.12 351 | 0.00 1 | 0.00 1 | 0.06 78 | 0.03 42 |
|
| aanet-new-28k |  | 2.16 56 | 1.14 154 | 7.58 271 | 2.96 100 | 0.49 68 | 4.51 120 | 1.81 225 | 6.35 63 | 2.32 46 | 1.74 55 | 4.46 102 | 1.54 68 | 4.71 214 | 2.29 12 | 0.81 39 | 0.00 1 | 0.04 143 | 0.00 1 | 0.29 466 | 0.07 99 | 0.08 136 |
|
| GSStereo |  | 2.16 56 | 0.95 100 | 3.61 42 | 4.08 194 | 0.64 99 | 4.39 111 | 1.50 147 | 8.60 141 | 4.56 120 | 2.71 105 | 2.61 49 | 1.86 88 | 2.25 100 | 3.50 41 | 1.15 97 | 0.00 1 | 0.07 245 | 0.00 1 | 0.39 504 | 0.22 223 | 0.15 225 |
|
| GREAT-IGEV |   | 2.18 58 | 1.15 158 | 4.04 74 | 2.89 91 | 0.69 110 | 2.95 45 | 0.20 35 | 5.82 39 | 5.88 164 | 0.92 10 | 5.07 136 | 1.08 52 | 1.46 65 | 9.60 214 | 0.86 52 | 0.00 1 | 0.13 367 | 0.00 1 | 0.24 442 | 0.14 179 | 0.46 392 |
| Jiahao LI, Xinhong Chen, Zhengmin JIANG, Qian Zhou, Yung-Hui Li, Jianping Wang: Global Regulation and Excitation via Attention Tuning for Stereo Matching. ICCV2025 |
| AdaDepth |  | 2.20 59 | 0.82 54 | 4.90 120 | 3.27 124 | 2.91 351 | 3.54 75 | 0.70 74 | 5.30 23 | 3.05 82 | 1.73 54 | 3.31 64 | 0.49 27 | 1.60 69 | 10.91 269 | 0.96 66 | 0.03 246 | 0.11 338 | 0.00 1 | 0.23 432 | 0.04 58 | 0.03 42 |
|
| IGEV-Stereo++ |  | 2.20 59 | 0.79 45 | 3.67 48 | 3.72 171 | 3.17 361 | 3.39 64 | 0.10 17 | 8.37 136 | 3.77 103 | 2.11 79 | 4.25 93 | 2.01 96 | 4.78 221 | 2.96 29 | 0.59 14 | 0.01 136 | 0.02 86 | 0.08 345 | 0.00 1 | 0.06 78 | 0.05 92 |
|
| monsters |  | 2.21 61 | 1.25 187 | 4.09 80 | 3.59 160 | 4.35 437 | 2.20 23 | 0.18 34 | 8.31 132 | 2.84 74 | 4.11 157 | 2.86 55 | 0.20 2 | 0.76 31 | 8.41 162 | 0.95 65 | 0.01 136 | 0.01 32 | 0.00 1 | 0.00 1 | 0.02 9 | 0.01 4 |
|
| DEFOM-Stereo |  | 2.21 61 | 0.88 79 | 3.63 44 | 3.42 135 | 0.89 152 | 13.14 409 | 0.83 87 | 4.68 11 | 1.96 40 | 2.72 107 | 1.66 34 | 0.59 32 | 0.54 19 | 8.53 166 | 0.68 25 | 0.00 1 | 0.01 32 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| aanet-new-34k |  | 2.22 63 | 1.33 214 | 6.99 245 | 2.55 61 | 0.37 36 | 2.69 34 | 1.58 165 | 8.25 129 | 2.14 42 | 1.11 17 | 5.28 140 | 2.45 111 | 6.42 291 | 2.04 8 | 0.80 36 | 0.00 1 | 0.08 279 | 0.03 270 | 0.02 220 | 0.07 99 | 0.20 271 |
|
| aanet-new-16k |  | 2.22 63 | 1.02 117 | 5.90 193 | 3.73 172 | 0.42 51 | 3.84 83 | 1.65 179 | 7.64 106 | 2.53 52 | 1.54 42 | 4.47 103 | 2.61 116 | 4.68 208 | 2.97 30 | 1.19 102 | 0.00 1 | 0.04 143 | 0.00 1 | 0.03 243 | 0.07 99 | 0.10 154 |
|
| 3.25w_new |  | 2.24 65 | 0.88 79 | 3.97 68 | 2.28 35 | 1.34 214 | 6.00 252 | 1.19 114 | 6.56 69 | 3.26 91 | 3.90 148 | 3.77 78 | 0.62 33 | 2.46 115 | 7.46 136 | 0.99 70 | 0.00 1 | 0.01 32 | 0.00 1 | 0.00 1 | 0.06 78 | 0.06 106 |
|
| 3.25w |  | 2.24 65 | 0.88 79 | 3.97 68 | 2.28 35 | 1.34 214 | 6.01 255 | 1.19 114 | 6.56 69 | 3.26 91 | 3.90 148 | 3.77 78 | 0.62 33 | 2.46 115 | 7.44 133 | 0.99 70 | 0.00 1 | 0.01 32 | 0.00 1 | 0.00 1 | 0.06 78 | 0.06 106 |
|
| aanet-new-40k |  | 2.30 67 | 1.29 199 | 8.15 304 | 2.62 65 | 2.23 303 | 5.47 204 | 1.80 221 | 6.79 78 | 1.59 26 | 1.14 19 | 4.71 115 | 1.12 54 | 5.55 250 | 2.35 14 | 0.85 48 | 0.00 1 | 0.06 217 | 0.02 250 | 0.04 266 | 0.04 58 | 0.18 252 |
|
| aanet-new-24k |  | 2.30 67 | 1.22 173 | 5.12 135 | 2.70 72 | 1.53 233 | 5.69 231 | 1.70 186 | 6.27 57 | 1.48 16 | 2.45 93 | 5.91 160 | 2.25 105 | 4.48 192 | 3.69 51 | 1.10 88 | 0.00 1 | 0.03 123 | 0.01 225 | 0.25 448 | 0.11 159 | 0.02 15 |
|
| aanet-new-12k |  | 2.30 67 | 0.79 45 | 8.45 321 | 4.28 220 | 0.45 60 | 4.57 125 | 1.75 207 | 8.28 131 | 2.63 62 | 2.70 104 | 1.35 31 | 1.74 76 | 4.57 201 | 3.03 31 | 1.10 88 | 0.01 136 | 0.03 123 | 0.07 334 | 0.01 180 | 0.12 165 | 0.06 106 |
|
| DispViT+ |  | 2.30 67 | 0.81 49 | 5.78 189 | 3.03 107 | 3.88 398 | 4.38 110 | 0.21 37 | 6.52 67 | 5.74 163 | 1.41 36 | 1.89 38 | 0.80 45 | 1.57 68 | 5.96 93 | 1.74 143 | 0.59 493 | 1.57 592 | 0.00 1 | 0.00 1 | 0.11 159 | 0.02 15 |
|
| qwe |  | 2.30 67 | 0.82 54 | 3.76 53 | 2.60 64 | 2.75 342 | 4.59 128 | 0.28 42 | 6.62 72 | 2.90 78 | 4.62 172 | 4.62 111 | 0.55 30 | 0.89 40 | 8.78 181 | 2.09 180 | 0.00 1 | 0.01 32 | 0.00 1 | 0.00 1 | 0.07 99 | 0.14 205 |
|
| StereoAnything_RVC |  | 2.31 72 | 11.20 597 | 4.65 105 | 2.23 26 | 0.14 1 | 1.49 10 | 0.17 33 | 4.50 9 | 1.24 10 | 1.03 15 | 0.06 1 | 0.20 2 | 3.60 155 | 8.05 151 | 0.59 14 | 0.02 209 | 0.11 338 | 0.00 1 | 0.00 1 | 6.97 599 | 0.03 42 |
|
| aanet-new-32k |  | 2.32 73 | 1.33 214 | 5.55 172 | 2.88 88 | 1.83 264 | 5.87 246 | 1.73 200 | 7.45 97 | 1.37 12 | 1.71 51 | 4.22 91 | 2.66 120 | 6.13 275 | 2.81 25 | 0.64 19 | 0.00 1 | 0.12 351 | 0.00 1 | 0.00 1 | 0.08 116 | 0.09 142 |
|
| aanet-new-30k |  | 2.32 73 | 1.33 214 | 5.55 172 | 2.88 88 | 1.83 264 | 5.87 246 | 1.73 200 | 7.45 97 | 1.37 12 | 1.71 51 | 4.22 91 | 2.66 120 | 6.13 275 | 2.81 25 | 0.64 19 | 0.00 1 | 0.12 351 | 0.00 1 | 0.00 1 | 0.08 116 | 0.09 142 |
|
| 3.75w |  | 2.32 73 | 0.89 84 | 3.85 58 | 2.45 48 | 3.23 366 | 8.15 320 | 1.42 138 | 5.77 36 | 2.79 72 | 2.60 98 | 4.64 112 | 0.31 17 | 2.77 123 | 6.56 106 | 0.94 62 | 0.00 1 | 0.01 32 | 0.00 1 | 0.00 1 | 0.06 78 | 0.05 92 |
|
| RAStereo |  | 2.32 73 | 1.08 136 | 6.36 215 | 3.73 172 | 1.39 221 | 1.81 13 | 0.12 21 | 7.70 108 | 7.44 207 | 2.27 86 | 3.94 86 | 3.43 134 | 0.81 36 | 3.55 46 | 2.47 210 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 282 | 0.07 121 |
|
| 2.25w |  | 2.37 77 | 0.87 77 | 4.69 108 | 2.52 55 | 1.76 258 | 3.53 73 | 0.41 49 | 6.10 49 | 2.56 53 | 3.93 152 | 6.70 169 | 0.35 21 | 2.47 117 | 8.53 166 | 2.97 239 | 0.00 1 | 0.01 32 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| 2w_stereo |  | 2.37 77 | 0.83 58 | 4.12 84 | 2.73 73 | 1.22 196 | 4.67 134 | 3.90 350 | 6.98 83 | 3.62 99 | 3.48 132 | 5.01 131 | 0.24 8 | 4.36 179 | 4.43 67 | 1.70 141 | 0.00 1 | 0.01 32 | 0.00 1 | 0.00 1 | 0.02 9 | 0.03 42 |
|
| WQFJA1++ |  | 2.38 79 | 0.59 9 | 4.21 89 | 2.66 69 | 1.85 269 | 2.47 29 | 0.29 44 | 7.02 85 | 2.10 41 | 3.41 131 | 2.43 44 | 0.68 41 | 1.63 72 | 7.27 125 | 1.00 78 | 0.01 136 | 0.05 180 | 0.01 225 | 0.01 180 | 9.83 615 | 0.09 142 |
|
| gasm-f |  | 2.39 80 | 0.96 105 | 3.77 54 | 3.84 182 | 0.50 70 | 4.50 118 | 2.54 292 | 8.01 117 | 2.33 47 | 2.24 83 | 5.92 161 | 1.19 56 | 4.05 168 | 6.12 98 | 1.31 109 | 0.01 136 | 0.06 217 | 0.05 303 | 0.00 1 | 0.25 249 | 0.14 205 |
|
| aanet-new-22k |  | 2.41 81 | 1.25 187 | 5.47 163 | 3.25 121 | 0.40 43 | 4.44 115 | 2.00 249 | 8.36 135 | 5.01 133 | 1.72 53 | 4.75 117 | 1.55 69 | 4.99 228 | 3.65 49 | 1.01 81 | 0.00 1 | 0.07 245 | 0.01 225 | 0.03 243 | 0.09 126 | 0.10 154 |
|
| monsterstereo |  | 2.41 81 | 0.98 108 | 4.33 92 | 4.12 199 | 4.48 443 | 1.80 11 | 0.08 11 | 5.78 37 | 5.21 146 | 3.36 127 | 7.40 185 | 0.25 9 | 0.37 9 | 8.92 190 | 1.00 78 | 0.01 136 | 0.01 32 | 0.00 1 | 0.00 1 | 0.02 9 | 0.01 4 |
|
| aanet-new-90k |  | 2.42 83 | 1.26 190 | 9.16 366 | 2.92 94 | 1.53 233 | 3.13 53 | 1.43 140 | 6.60 71 | 1.73 30 | 0.84 5 | 3.32 65 | 0.91 49 | 5.09 234 | 9.29 207 | 0.80 36 | 0.00 1 | 0.05 180 | 0.00 1 | 0.00 1 | 0.05 71 | 0.25 314 |
|
| LG-Stereo |  | 2.43 84 | 1.44 248 | 7.64 276 | 3.73 172 | 0.82 143 | 3.64 77 | 1.24 118 | 6.41 66 | 5.30 149 | 1.97 67 | 7.31 181 | 0.84 47 | 0.74 29 | 4.85 73 | 2.21 193 | 0.05 289 | 0.04 143 | 0.01 225 | 0.03 243 | 0.33 321 | 0.10 154 |
|
| aanet-32k-new |  | 2.45 85 | 1.49 264 | 5.53 169 | 2.99 103 | 1.32 208 | 5.09 182 | 1.83 227 | 5.66 29 | 1.61 27 | 1.21 22 | 4.15 88 | 2.17 102 | 6.08 273 | 8.40 161 | 1.04 83 | 0.01 136 | 0.07 245 | 0.00 1 | 0.00 1 | 0.10 149 | 0.21 282 |
|
| GCAP-Stereo-DPT-25K |  | 2.45 85 | 0.84 64 | 4.09 80 | 2.41 46 | 1.89 276 | 3.98 87 | 1.61 172 | 11.16 203 | 5.53 157 | 2.00 73 | 4.92 128 | 2.56 115 | 3.54 150 | 2.27 11 | 0.68 25 | 0.02 209 | 0.17 404 | 0.00 1 | 0.43 514 | 0.12 165 | 0.81 457 |
|
| 111111 |  | 2.45 85 | 1.01 115 | 3.89 62 | 3.60 161 | 4.13 418 | 3.49 71 | 0.23 38 | 8.63 144 | 3.25 88 | 2.15 80 | 4.26 94 | 2.29 107 | 2.03 91 | 8.86 189 | 0.94 62 | 0.01 136 | 0.02 86 | 0.08 345 | 0.00 1 | 0.14 179 | 0.04 67 |
|
| 3.5w_stereo |  | 2.46 88 | 1.21 172 | 4.40 98 | 2.23 26 | 1.53 233 | 6.00 252 | 1.12 109 | 6.82 79 | 2.60 58 | 3.48 132 | 4.35 97 | 0.33 18 | 2.08 94 | 9.99 231 | 3.03 246 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 1 | 0.06 106 |
|
| aanet-new-78k |  | 2.47 89 | 1.27 192 | 10.18 414 | 3.08 109 | 0.28 18 | 2.19 22 | 1.35 133 | 6.66 74 | 1.44 15 | 1.58 43 | 4.08 87 | 1.02 50 | 6.47 293 | 8.61 169 | 0.83 43 | 0.00 1 | 0.04 143 | 0.00 1 | 0.00 1 | 0.03 38 | 0.22 290 |
|
| aanet-new-36k |  | 2.47 89 | 1.13 152 | 5.18 141 | 2.94 96 | 0.28 18 | 5.32 195 | 1.22 117 | 7.53 100 | 2.20 43 | 1.37 33 | 4.35 97 | 1.56 70 | 6.50 296 | 8.66 177 | 0.91 58 | 0.00 1 | 0.07 245 | 0.02 250 | 0.00 1 | 0.03 38 | 0.14 205 |
|
| aanet-new-70k |  | 2.48 91 | 1.18 165 | 8.17 308 | 2.76 76 | 0.62 95 | 4.98 167 | 1.52 154 | 6.84 80 | 1.57 21 | 1.69 50 | 3.83 82 | 0.84 47 | 5.29 243 | 8.97 194 | 1.12 91 | 0.00 1 | 0.02 86 | 0.00 1 | 0.00 1 | 0.03 38 | 0.11 171 |
|
| 3w_stereo |  | 2.49 92 | 0.84 64 | 5.43 156 | 2.46 50 | 0.46 61 | 5.44 202 | 6.54 444 | 7.07 86 | 3.41 97 | 3.30 125 | 4.77 121 | 0.28 13 | 4.24 177 | 4.24 62 | 1.30 107 | 0.00 1 | 0.01 32 | 0.00 1 | 0.00 1 | 0.02 9 | 0.07 121 |
|
| GCAP-Stereo-DPT-22K |  | 2.52 93 | 0.89 84 | 4.37 96 | 3.28 125 | 3.42 373 | 3.39 64 | 1.45 141 | 7.88 113 | 3.22 86 | 2.29 87 | 7.74 189 | 3.46 135 | 5.13 235 | 2.00 7 | 0.75 35 | 0.02 209 | 0.30 485 | 0.00 1 | 0.43 514 | 0.11 159 | 0.27 324 |
|
| fffft |  | 2.58 94 | 0.86 74 | 5.15 139 | 3.15 113 | 1.32 208 | 4.44 115 | 4.17 359 | 8.04 120 | 3.29 93 | 3.03 119 | 2.20 42 | 1.88 90 | 1.45 64 | 10.41 242 | 1.80 147 | 0.00 1 | 0.04 143 | 0.00 1 | 0.00 1 | 0.31 303 | 0.10 154 |
| 1: 1. 1 |
| AIO_test |  | 2.59 95 | 0.89 84 | 4.07 78 | 3.70 170 | 2.35 314 | 5.35 197 | 2.39 281 | 8.10 123 | 4.33 114 | 1.35 28 | 4.60 108 | 4.27 159 | 1.35 60 | 7.29 128 | 0.71 32 | 0.76 518 | 0.07 245 | 0.00 1 | 0.09 343 | 0.06 78 | 0.03 42 |
|
| Replicate-Monster |  | 2.63 96 | 3.33 491 | 11.97 449 | 2.38 44 | 1.08 175 | 3.13 53 | 0.44 52 | 6.76 77 | 4.42 118 | 3.79 142 | 1.30 30 | 0.66 40 | 1.15 50 | 8.78 181 | 0.48 8 | 0.01 136 | 0.08 279 | 0.00 1 | 0.00 1 | 0.26 260 | 2.68 553 |
|
| aanet-new-60k |  | 2.64 97 | 1.31 207 | 9.62 383 | 2.69 71 | 0.91 155 | 6.94 296 | 1.66 180 | 6.67 75 | 1.57 21 | 1.53 41 | 3.90 84 | 2.64 119 | 3.38 142 | 8.81 186 | 0.90 55 | 0.00 1 | 0.07 245 | 0.01 225 | 0.01 180 | 0.04 58 | 0.20 271 |
|
| GIP-stereo |  | 2.66 98 | 1.00 114 | 4.00 70 | 4.99 270 | 3.41 372 | 3.38 63 | 0.77 82 | 8.73 149 | 5.69 162 | 2.08 77 | 5.38 141 | 4.13 155 | 3.21 132 | 5.21 80 | 1.05 86 | 0.01 136 | 0.06 217 | 0.00 1 | 0.00 1 | 0.07 99 | 0.04 67 |
|
| aanet-new-10k |  | 2.69 99 | 1.23 178 | 9.26 368 | 4.00 190 | 0.52 76 | 8.39 325 | 1.89 236 | 7.92 115 | 1.69 29 | 2.89 112 | 2.99 57 | 2.76 122 | 5.48 247 | 3.07 33 | 1.35 112 | 0.00 1 | 0.11 338 | 0.05 303 | 0.04 266 | 0.09 126 | 0.04 67 |
|
| Foundation-i1c-attn |  | 2.71 100 | 0.60 12 | 3.06 22 | 2.24 28 | 0.51 72 | 5.22 188 | 4.50 370 | 8.99 154 | 3.66 101 | 3.62 137 | 3.42 68 | 5.81 200 | 4.90 225 | 6.67 113 | 0.91 58 | 0.02 209 | 0.09 298 | 0.00 1 | 0.00 1 | 0.02 9 | 0.06 106 |
|
| Zero-FE251 |  | 2.73 101 | 1.57 298 | 5.05 131 | 4.17 202 | 1.92 281 | 7.26 302 | 0.75 79 | 7.75 111 | 3.01 80 | 4.88 185 | 2.40 43 | 5.44 192 | 4.17 174 | 4.39 65 | 1.31 109 | 0.27 416 | 0.06 217 | 0.04 292 | 0.03 243 | 0.03 38 | 0.12 180 |
|
| MaDis-Stereo |  | 2.73 101 | 1.56 294 | 6.21 213 | 2.96 100 | 2.45 319 | 1.80 11 | 0.28 42 | 7.43 96 | 5.07 139 | 2.57 96 | 3.43 69 | 7.13 232 | 4.71 214 | 5.74 88 | 2.91 236 | 0.00 1 | 0.05 180 | 0.00 1 | 0.00 1 | 0.15 187 | 0.12 180 |
|
| GCAP-Stereo-cres-4k |  | 2.74 103 | 1.02 117 | 5.23 142 | 4.54 238 | 2.61 329 | 9.27 338 | 1.75 207 | 7.23 92 | 3.64 100 | 1.98 69 | 5.02 132 | 2.28 106 | 5.13 235 | 3.57 47 | 1.16 101 | 0.00 1 | 0.13 367 | 0.00 1 | 0.02 220 | 0.05 71 | 0.13 195 |
|
| HUF |  | 2.75 104 | 1.32 211 | 5.28 146 | 2.83 82 | 0.55 80 | 5.23 190 | 2.19 259 | 8.97 152 | 4.23 112 | 1.97 67 | 4.39 100 | 5.03 178 | 2.64 118 | 6.86 118 | 1.44 117 | 0.73 515 | 0.63 552 | 0.09 357 | 0.00 1 | 0.17 205 | 0.44 386 |
|
| LG-Stereo_Zeroshot |  | 2.77 105 | 0.90 93 | 5.49 165 | 4.91 266 | 1.75 257 | 3.75 80 | 0.85 89 | 7.14 88 | 3.33 94 | 3.51 135 | 10.67 232 | 2.03 97 | 5.26 242 | 3.11 34 | 1.80 147 | 0.00 1 | 0.06 217 | 0.00 1 | 0.19 411 | 0.43 362 | 0.19 266 |
|
| IGEV-Stereo+ |  | 2.77 105 | 0.92 96 | 4.09 80 | 3.14 112 | 4.62 454 | 2.57 31 | 0.70 74 | 4.34 7 | 2.29 45 | 1.76 58 | 0.59 18 | 0.77 44 | 3.49 148 | 8.65 175 | 0.68 25 | 0.03 246 | 0.10 317 | 0.00 1 | 0.24 442 | 5.77 593 | 10.68 631 |
|
| gcap_with_dpt |  | 2.78 107 | 0.83 58 | 5.55 172 | 3.02 105 | 4.35 437 | 5.14 185 | 1.31 125 | 7.11 87 | 4.14 110 | 5.93 203 | 11.93 252 | 2.05 99 | 0.57 20 | 2.55 18 | 0.80 36 | 0.00 1 | 0.08 279 | 0.01 225 | 0.09 343 | 0.11 159 | 0.05 92 |
|
| GCAP-Stereo-DPT-cres |  | 2.79 108 | 0.82 54 | 4.94 123 | 2.88 88 | 4.51 449 | 7.85 315 | 1.68 182 | 7.92 115 | 2.72 66 | 2.50 95 | 5.74 159 | 3.82 149 | 6.75 308 | 2.59 19 | 0.94 62 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 159 | 0.03 42 |
|
| AIO_rvc |  | 2.81 109 | 1.10 144 | 4.88 118 | 3.63 164 | 2.59 328 | 5.36 198 | 1.85 230 | 8.21 128 | 4.37 116 | 1.60 45 | 4.74 116 | 4.74 173 | 1.16 51 | 10.10 234 | 1.13 95 | 0.47 472 | 0.04 143 | 0.00 1 | 0.04 266 | 0.15 187 | 0.12 180 |
|
| SMoEStereo_RVC |  | 2.81 109 | 1.07 133 | 5.08 133 | 3.86 185 | 0.60 92 | 6.39 275 | 1.91 238 | 7.82 112 | 3.79 104 | 3.87 147 | 3.69 77 | 2.78 123 | 2.25 100 | 10.60 249 | 1.99 168 | 0.00 1 | 0.02 86 | 0.03 270 | 0.00 1 | 0.25 249 | 0.17 242 |
|
| mms |  | 2.86 111 | 1.38 229 | 5.26 144 | 3.68 167 | 1.84 266 | 4.23 100 | 4.01 353 | 8.01 117 | 4.29 113 | 2.43 92 | 5.53 155 | 3.05 127 | 1.35 60 | 9.22 203 | 2.06 176 | 0.00 1 | 0.06 217 | 0.00 1 | 0.00 1 | 0.36 333 | 0.44 386 |
|
| aanet-new-8k |  | 2.87 112 | 1.08 136 | 5.00 130 | 3.55 151 | 0.36 34 | 5.96 249 | 1.77 216 | 9.42 159 | 4.81 127 | 2.01 75 | 3.89 83 | 1.30 60 | 6.79 311 | 9.92 227 | 1.42 116 | 0.01 136 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 116 | 0.04 67 |
|
| gcap-zeroshot |  | 2.89 113 | 0.89 84 | 5.46 160 | 2.84 83 | 4.48 443 | 4.56 122 | 1.32 128 | 8.66 145 | 7.60 208 | 5.67 198 | 10.03 219 | 1.78 80 | 0.45 11 | 2.69 22 | 1.04 83 | 0.00 1 | 0.07 245 | 0.00 1 | 0.06 313 | 0.10 149 | 0.04 67 |
|
| UniTT-Stereo |  | 2.89 113 | 0.90 93 | 6.74 229 | 4.08 194 | 2.42 317 | 2.63 33 | 0.42 50 | 5.57 25 | 4.88 130 | 5.36 194 | 7.63 187 | 1.09 53 | 1.47 66 | 8.80 185 | 5.11 339 | 0.03 246 | 0.07 245 | 0.00 1 | 0.01 180 | 0.48 381 | 0.11 171 |
|
| testlalala |  | 2.89 113 | 0.89 84 | 5.46 160 | 2.84 83 | 4.48 443 | 4.56 122 | 1.32 128 | 8.66 145 | 7.60 208 | 5.67 198 | 10.03 219 | 1.78 80 | 0.45 11 | 2.69 22 | 1.04 83 | 0.00 1 | 0.07 245 | 0.00 1 | 0.06 313 | 0.10 149 | 0.04 67 |
|
| 1w_stereo |  | 2.90 116 | 0.72 28 | 3.59 41 | 3.30 127 | 2.15 298 | 4.37 106 | 6.74 453 | 6.40 65 | 5.23 147 | 2.83 111 | 7.30 180 | 0.25 9 | 4.36 179 | 8.30 158 | 2.44 208 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| ours_stereo |  | 2.91 117 | 1.34 218 | 5.14 137 | 3.67 165 | 1.49 229 | 3.87 84 | 2.80 306 | 8.10 123 | 6.28 173 | 2.15 80 | 5.66 157 | 3.98 151 | 1.84 87 | 9.38 209 | 1.77 146 | 0.00 1 | 0.02 86 | 0.00 1 | 0.00 1 | 0.32 313 | 0.34 355 |
|
| AIO-Stereo |   | 2.91 117 | 1.19 168 | 5.14 137 | 4.15 201 | 0.79 137 | 4.67 134 | 1.76 213 | 9.59 164 | 5.19 145 | 2.66 103 | 4.76 120 | 5.40 191 | 0.78 32 | 10.30 238 | 1.23 105 | 0.00 1 | 0.06 217 | 0.00 1 | 0.36 494 | 0.09 126 | 0.15 225 |
|
| aanet-new-14k |  | 2.92 119 | 0.98 108 | 7.97 292 | 3.81 179 | 0.32 24 | 4.39 111 | 1.76 213 | 10.49 188 | 9.76 247 | 2.98 116 | 4.82 125 | 0.62 33 | 6.72 303 | 2.51 17 | 1.21 104 | 0.00 1 | 0.02 86 | 0.01 225 | 0.00 1 | 0.08 116 | 0.03 42 |
|
| Foundation-i1b |  | 2.92 119 | 0.62 13 | 3.27 29 | 2.10 16 | 0.80 140 | 6.05 260 | 4.79 381 | 9.72 170 | 3.49 98 | 4.53 169 | 3.28 62 | 6.44 216 | 5.47 246 | 6.76 116 | 0.92 60 | 0.02 209 | 0.09 298 | 0.00 1 | 0.00 1 | 0.02 9 | 0.03 42 |
|
| EGLCR-Stereo |  | 2.92 119 | 1.06 126 | 5.28 146 | 3.38 133 | 0.55 80 | 4.59 128 | 0.66 70 | 10.43 187 | 4.81 127 | 3.30 125 | 3.23 61 | 7.93 249 | 1.71 78 | 9.22 203 | 1.62 133 | 0.05 289 | 0.12 351 | 0.00 1 | 0.00 1 | 0.23 238 | 0.16 233 |
|
| Foundation-i1a |  | 2.94 122 | 0.64 17 | 3.21 27 | 2.24 28 | 0.39 42 | 5.32 195 | 3.99 351 | 9.68 166 | 3.94 108 | 5.17 191 | 3.16 60 | 6.62 220 | 5.95 268 | 7.03 120 | 1.32 111 | 0.02 209 | 0.10 317 | 0.00 1 | 0.00 1 | 0.02 9 | 0.06 106 |
|
| IGEV++ |  | 2.98 123 | 1.27 192 | 5.17 140 | 5.41 321 | 0.47 62 | 4.63 132 | 1.71 198 | 9.97 176 | 4.75 124 | 2.58 97 | 6.27 165 | 4.35 161 | 4.44 188 | 4.98 77 | 3.05 249 | 0.00 1 | 0.07 245 | 0.00 1 | 0.08 329 | 0.24 244 | 0.18 252 |
|
| IGEV-RUCA |  | 3.00 124 | 1.12 151 | 4.51 101 | 4.78 255 | 2.30 309 | 6.18 263 | 1.80 221 | 7.24 94 | 4.79 125 | 2.63 102 | 4.91 126 | 4.06 152 | 2.44 114 | 9.70 219 | 1.50 120 | 0.14 348 | 0.26 473 | 0.21 447 | 0.29 466 | 0.74 461 | 0.35 360 |
|
| zero-FE |  | 3.01 125 | 1.06 126 | 4.57 103 | 4.18 206 | 4.04 413 | 3.24 58 | 1.51 151 | 6.17 53 | 1.87 37 | 1.00 12 | 2.52 45 | 1.72 74 | 4.92 226 | 6.19 100 | 2.77 227 | 0.27 416 | 0.10 317 | 0.00 1 | 0.05 294 | 13.94 632 | 0.09 142 |
|
| MSCF |  | 3.01 125 | 1.87 381 | 5.23 142 | 3.98 189 | 0.70 112 | 5.42 201 | 1.48 142 | 8.59 138 | 4.59 123 | 5.05 188 | 6.40 166 | 1.76 79 | 7.07 315 | 5.69 86 | 1.36 113 | 0.00 1 | 0.02 86 | 0.00 1 | 0.63 539 | 0.16 195 | 0.24 307 |
|
| GCAP-Stereo-DPT-5K |  | 3.02 127 | 0.89 84 | 5.34 149 | 2.90 92 | 4.48 443 | 4.69 137 | 1.34 131 | 8.59 138 | 8.81 234 | 5.94 205 | 10.70 234 | 1.84 86 | 0.51 14 | 2.94 27 | 1.12 91 | 0.00 1 | 0.07 245 | 0.00 1 | 0.04 266 | 0.09 126 | 0.04 67 |
|
| test_for_model |  | 3.02 127 | 0.89 84 | 5.34 149 | 2.90 92 | 4.48 443 | 4.69 137 | 1.34 131 | 8.59 138 | 8.81 234 | 5.94 205 | 10.70 234 | 1.84 86 | 0.51 14 | 2.94 27 | 1.12 91 | 0.00 1 | 0.07 245 | 0.00 1 | 0.04 266 | 0.09 126 | 0.04 67 |
|
| BStereo |   | 3.05 129 | 1.51 271 | 15.51 506 | 2.95 97 | 1.03 164 | 5.97 250 | 3.41 330 | 6.02 44 | 5.56 158 | 2.75 109 | 1.76 36 | 2.49 113 | 0.78 32 | 7.72 141 | 3.07 250 | 0.01 136 | 0.03 123 | 0.04 292 | 0.09 343 | 0.09 126 | 0.17 242 |
|
| GCAP-Stereo-DPT-2K |  | 3.06 130 | 0.86 74 | 5.37 153 | 2.84 83 | 4.43 441 | 4.03 89 | 1.27 120 | 7.50 99 | 7.27 204 | 6.46 211 | 12.28 257 | 2.19 104 | 0.60 22 | 4.86 74 | 0.90 55 | 0.00 1 | 0.07 245 | 0.00 1 | 0.08 329 | 0.09 126 | 0.05 92 |
|
| Selective-IGEV-i32 |  | 3.06 130 | 1.11 147 | 4.98 124 | 3.56 152 | 1.63 244 | 4.72 141 | 2.15 258 | 10.74 199 | 4.55 119 | 2.94 114 | 4.60 108 | 5.53 194 | 1.78 82 | 10.82 264 | 1.69 138 | 0.00 1 | 0.01 32 | 0.00 1 | 0.14 379 | 0.06 78 | 0.13 195 |
|
| Selective-IGEV |  | 3.06 130 | 1.11 147 | 4.98 124 | 3.56 152 | 1.66 246 | 4.73 142 | 2.14 257 | 10.73 198 | 4.56 120 | 2.93 113 | 4.60 108 | 5.54 195 | 1.77 81 | 10.82 264 | 1.69 138 | 0.00 1 | 0.01 32 | 0.00 1 | 0.14 379 | 0.06 78 | 0.13 195 |
|
| RSM++ |  | 3.08 133 | 1.04 123 | 5.27 145 | 4.25 216 | 0.50 70 | 5.04 178 | 2.63 297 | 10.11 178 | 4.34 115 | 3.16 122 | 4.66 113 | 6.73 222 | 1.87 89 | 9.96 229 | 1.69 138 | 0.00 1 | 0.00 1 | 0.01 225 | 0.18 398 | 0.14 179 | 0.10 154 |
|
| aanet-new |  | 3.09 134 | 1.23 178 | 5.57 176 | 4.01 191 | 2.64 334 | 10.34 349 | 1.80 221 | 7.22 91 | 1.74 31 | 1.88 64 | 5.05 135 | 2.33 108 | 7.68 326 | 9.12 201 | 0.99 70 | 0.01 136 | 0.07 245 | 0.00 1 | 0.00 1 | 0.05 71 | 0.05 92 |
|
| RSM |  | 3.10 135 | 0.98 108 | 4.86 117 | 4.17 202 | 1.08 175 | 4.76 150 | 1.83 227 | 10.14 179 | 4.21 111 | 3.38 129 | 4.34 95 | 7.82 246 | 1.75 80 | 10.69 253 | 1.64 136 | 0.00 1 | 0.03 123 | 0.00 1 | 0.18 398 | 0.13 173 | 0.07 121 |
|
| VIP-Stereo |  | 3.13 136 | 1.39 231 | 4.85 116 | 3.02 105 | 4.34 435 | 15.03 449 | 1.76 213 | 5.70 30 | 3.66 101 | 1.87 63 | 5.38 141 | 2.42 110 | 1.84 87 | 9.45 210 | 1.65 137 | 0.00 1 | 0.08 279 | 0.00 1 | 0.00 1 | 0.06 78 | 0.13 195 |
|
| FlowAnything_test |  | 3.13 136 | 1.42 238 | 6.59 221 | 8.69 493 | 1.35 217 | 8.70 328 | 2.51 288 | 7.60 105 | 3.03 81 | 4.10 156 | 2.67 52 | 3.52 142 | 0.75 30 | 5.86 92 | 4.48 317 | 0.06 309 | 0.03 123 | 0.15 417 | 0.66 541 | 0.16 195 | 0.18 252 |
|
| GCAP-Stereo-DPT-3K |  | 3.15 138 | 0.89 84 | 5.41 155 | 2.73 73 | 4.54 451 | 4.68 136 | 1.28 121 | 9.18 158 | 9.89 250 | 5.93 203 | 11.97 253 | 1.79 84 | 0.42 10 | 3.06 32 | 0.85 48 | 0.00 1 | 0.07 245 | 0.00 1 | 0.07 324 | 0.09 126 | 0.04 67 |
|
| DDF-Stereo |  | 3.17 139 | 1.08 136 | 4.40 98 | 4.63 246 | 4.02 412 | 3.40 66 | 1.51 151 | 5.27 21 | 1.78 33 | 0.85 7 | 2.57 47 | 1.68 73 | 4.63 207 | 8.01 150 | 2.80 230 | 0.27 416 | 0.13 367 | 0.00 1 | 0.14 379 | 16.19 637 | 0.09 142 |
|
| AEACV |  | 3.17 139 | 1.11 147 | 5.39 154 | 4.55 239 | 5.35 496 | 4.29 103 | 1.60 169 | 6.21 54 | 5.43 153 | 3.08 121 | 7.85 191 | 4.23 157 | 6.55 298 | 5.51 81 | 1.56 126 | 0.00 1 | 0.09 298 | 0.03 270 | 0.32 481 | 0.20 216 | 0.12 180 |
|
| GASTEREO |  | 3.18 141 | 1.99 402 | 5.13 136 | 4.28 220 | 0.70 112 | 5.59 215 | 1.49 146 | 8.66 145 | 4.94 132 | 5.17 191 | 6.84 174 | 1.58 71 | 7.14 317 | 7.72 141 | 1.38 114 | 0.00 1 | 0.02 86 | 0.00 1 | 0.64 540 | 0.08 116 | 0.23 300 |
|
| DEFOM-Stereo_RVC |  | 3.18 141 | 6.90 562 | 3.85 58 | 10.48 547 | 1.59 239 | 4.71 140 | 0.47 56 | 8.39 137 | 2.76 68 | 2.34 89 | 3.12 59 | 0.74 42 | 7.20 320 | 9.02 199 | 1.62 133 | 0.00 1 | 0.14 384 | 0.00 1 | 0.19 411 | 0.02 9 | 0.03 42 |
|
| NLSM3 |  | 3.19 143 | 0.86 74 | 3.90 63 | 3.11 110 | 4.00 411 | 3.18 55 | 0.55 64 | 13.79 263 | 8.23 224 | 3.39 130 | 6.88 176 | 1.79 84 | 3.97 164 | 7.12 124 | 3.01 242 | 0.01 136 | 0.00 1 | 0.05 303 | 0.00 1 | 0.03 38 | 0.01 4 |
|
| SCV |  | 3.20 144 | 1.40 233 | 5.96 197 | 4.71 249 | 0.71 117 | 4.21 99 | 1.70 186 | 10.94 200 | 6.06 168 | 1.85 62 | 4.80 123 | 6.16 206 | 2.74 122 | 9.82 222 | 1.74 143 | 0.05 289 | 0.09 298 | 0.00 1 | 0.24 442 | 0.50 395 | 0.30 337 |
|
| tt45 |  | 3.20 144 | 0.95 100 | 4.36 95 | 3.73 172 | 1.86 271 | 8.19 321 | 2.05 255 | 9.12 157 | 3.36 96 | 5.60 197 | 4.42 101 | 4.61 172 | 2.39 110 | 11.00 273 | 1.96 162 | 0.00 1 | 0.04 143 | 0.00 1 | 0.01 180 | 0.32 313 | 0.10 154 |
|
| MoCha-V2 |  | 3.20 144 | 0.92 96 | 4.82 115 | 5.09 279 | 0.40 43 | 4.63 132 | 1.37 135 | 9.81 172 | 5.41 152 | 5.58 196 | 5.26 139 | 2.63 118 | 6.48 294 | 9.90 226 | 1.15 97 | 0.02 209 | 0.24 462 | 0.00 1 | 0.25 448 | 0.07 99 | 0.04 67 |
|
| Pointernet |  | 3.22 147 | 0.84 64 | 5.79 190 | 3.22 120 | 0.35 33 | 5.27 193 | 0.37 47 | 16.46 311 | 5.96 166 | 4.11 157 | 6.81 173 | 4.84 176 | 2.73 121 | 4.78 72 | 2.52 213 | 0.00 1 | 0.15 391 | 0.00 1 | 0.22 423 | 0.04 58 | 0.02 15 |
|
| SCV_C0 |  | 3.23 148 | 1.31 207 | 6.44 217 | 3.20 116 | 0.82 143 | 4.84 157 | 1.61 172 | 10.34 185 | 6.85 186 | 2.74 108 | 4.91 126 | 6.26 210 | 1.81 86 | 11.06 276 | 1.50 120 | 0.11 337 | 0.06 217 | 0.00 1 | 0.23 432 | 0.33 321 | 0.11 171 |
|
| MGS-Stereo |  | 3.26 149 | 1.29 199 | 6.73 227 | 3.30 127 | 0.47 62 | 4.89 160 | 1.55 160 | 6.15 52 | 8.88 239 | 4.31 161 | 10.15 222 | 5.48 193 | 1.27 55 | 8.09 155 | 1.97 165 | 0.04 264 | 0.01 32 | 0.02 250 | 0.00 1 | 0.57 420 | 0.04 67 |
|
| rrr |  | 3.26 149 | 1.57 298 | 7.72 280 | 3.36 131 | 0.60 92 | 4.93 163 | 1.59 166 | 10.72 197 | 5.11 143 | 3.79 142 | 4.58 106 | 4.53 168 | 4.00 166 | 10.13 235 | 2.09 180 | 0.00 1 | 0.06 217 | 0.00 1 | 0.22 423 | 0.12 165 | 0.18 252 |
|
| CroCo-Stereo |   | 3.27 151 | 1.90 384 | 7.18 251 | 8.50 491 | 1.11 177 | 0.96 3 | 0.97 99 | 10.18 180 | 8.20 222 | 3.59 136 | 4.69 114 | 8.02 253 | 4.53 198 | 2.75 24 | 2.34 200 | 0.01 136 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 303 | 0.11 171 |
| P.Weinzaepfel, T. Lucas, V. Leroy, Y. Cabon, V. Arora, R. Bregier, G. Csurka, L. Antsfeld, B. Chidlovskii, J. Revaud: CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow. ICCV 2023 |
| fffy |  | 3.28 152 | 1.20 170 | 5.94 196 | 3.67 165 | 0.85 146 | 4.84 157 | 1.75 207 | 10.18 180 | 6.44 175 | 2.60 98 | 6.15 162 | 6.33 213 | 3.16 131 | 10.08 233 | 1.62 133 | 0.00 1 | 0.12 351 | 0.00 1 | 0.00 1 | 0.30 291 | 0.33 351 |
|
| IGEVStereo-DCA |  | 3.31 153 | 1.57 298 | 6.20 208 | 3.36 131 | 0.60 92 | 4.93 163 | 1.70 186 | 13.26 243 | 5.04 134 | 3.79 142 | 4.58 106 | 4.53 168 | 4.00 166 | 10.13 235 | 2.09 180 | 0.00 1 | 0.06 217 | 0.00 1 | 0.18 398 | 0.12 165 | 0.14 205 |
|
| test_xeample3 |  | 3.34 154 | 1.54 282 | 7.67 277 | 3.33 130 | 0.68 106 | 5.74 234 | 1.63 175 | 12.05 213 | 3.88 107 | 6.71 212 | 3.81 81 | 3.17 130 | 3.34 141 | 10.59 248 | 2.07 177 | 0.00 1 | 0.02 86 | 0.00 1 | 0.27 460 | 0.13 173 | 0.16 233 |
|
| GCAP-Stereo-DPT-FT |  | 3.37 155 | 5.20 534 | 20.75 559 | 3.26 122 | 3.66 387 | 3.19 56 | 1.77 216 | 8.61 143 | 2.83 73 | 2.16 82 | 3.61 76 | 3.75 146 | 3.63 157 | 3.13 35 | 1.41 115 | 0.05 289 | 0.12 351 | 0.00 1 | 0.01 180 | 0.13 173 | 0.22 290 |
|
| GLC_STEREO |  | 3.40 156 | 1.06 126 | 3.44 36 | 6.52 405 | 0.20 5 | 4.76 150 | 1.66 180 | 8.97 152 | 6.59 179 | 5.39 195 | 9.04 201 | 5.23 186 | 2.03 91 | 9.76 221 | 2.77 227 | 0.01 136 | 0.03 123 | 0.21 447 | 0.00 1 | 0.23 238 | 0.06 106 |
|
| VMStereo-Base |   | 3.41 157 | 0.84 64 | 4.19 88 | 1.72 5 | 0.47 62 | 3.01 46 | 0.57 65 | 10.10 177 | 14.58 312 | 3.85 146 | 9.11 203 | 7.48 244 | 2.36 107 | 7.75 144 | 1.90 155 | 0.07 320 | 0.08 279 | 0.04 292 | 0.00 1 | 0.06 78 | 0.02 15 |
|
| GCAP-Stereo-DPT-20K |  | 3.44 158 | 0.76 37 | 17.99 538 | 1.92 8 | 2.08 293 | 4.60 130 | 1.60 169 | 7.55 101 | 3.25 88 | 2.62 100 | 5.03 133 | 3.50 140 | 4.57 201 | 1.99 5 | 0.60 16 | 0.04 264 | 0.16 400 | 0.00 1 | 0.20 416 | 0.89 476 | 9.42 627 |
|
| 999 |  | 3.44 158 | 0.92 96 | 4.78 111 | 4.69 248 | 2.34 313 | 7.58 312 | 2.20 260 | 9.81 172 | 6.11 170 | 2.96 115 | 4.79 122 | 5.07 179 | 2.27 105 | 12.10 341 | 2.76 226 | 0.03 246 | 0.09 298 | 0.00 1 | 0.00 1 | 0.29 282 | 0.10 154 |
|
| GCAPDPT-zeroshot4090 |  | 3.44 158 | 0.76 37 | 17.99 538 | 1.92 8 | 2.08 293 | 4.60 130 | 1.60 169 | 7.55 101 | 3.25 88 | 2.62 100 | 5.03 133 | 3.50 140 | 4.57 201 | 1.99 5 | 0.60 16 | 0.04 264 | 0.16 400 | 0.00 1 | 0.20 416 | 0.89 476 | 9.42 627 |
|
| DF |  | 3.48 161 | 1.24 185 | 6.65 223 | 4.11 198 | 1.07 172 | 4.50 118 | 1.71 198 | 8.04 120 | 4.39 117 | 3.91 151 | 9.37 208 | 9.95 278 | 1.48 67 | 9.73 220 | 2.61 216 | 0.01 136 | 0.22 443 | 0.00 1 | 0.33 486 | 0.06 78 | 0.16 233 |
|
| ff7 |  | 3.48 161 | 1.76 361 | 6.20 208 | 3.45 137 | 1.13 181 | 5.02 172 | 1.70 186 | 13.26 243 | 5.04 134 | 4.66 176 | 5.47 150 | 3.49 136 | 4.70 210 | 11.14 281 | 2.01 169 | 0.00 1 | 0.04 143 | 0.00 1 | 0.18 398 | 0.30 291 | 0.14 205 |
|
| ffff |  | 3.48 161 | 1.76 361 | 6.20 208 | 3.45 137 | 1.13 181 | 5.02 172 | 1.70 186 | 13.26 243 | 5.04 134 | 4.66 176 | 5.47 150 | 3.49 136 | 4.70 210 | 11.14 281 | 2.01 169 | 0.00 1 | 0.04 143 | 0.00 1 | 0.18 398 | 0.30 291 | 0.14 205 |
|
| 11t |  | 3.48 161 | 1.76 361 | 6.20 208 | 3.45 137 | 1.13 181 | 5.02 172 | 1.70 186 | 13.26 243 | 5.04 134 | 4.66 176 | 5.47 150 | 3.49 136 | 4.70 210 | 11.14 281 | 2.01 169 | 0.00 1 | 0.04 143 | 0.00 1 | 0.18 398 | 0.30 291 | 0.14 205 |
|
| ccc-4 |  | 3.48 161 | 1.76 361 | 6.20 208 | 3.45 137 | 1.13 181 | 5.02 172 | 1.70 186 | 13.26 243 | 5.04 134 | 4.66 176 | 5.47 150 | 3.49 136 | 4.70 210 | 11.14 281 | 2.01 169 | 0.00 1 | 0.04 143 | 0.00 1 | 0.18 398 | 0.30 291 | 0.14 205 |
|
| anonymousdsp |  | 3.51 166 | 1.75 355 | 5.66 181 | 3.49 145 | 1.13 181 | 5.04 178 | 1.74 204 | 13.69 255 | 5.07 139 | 4.83 181 | 5.42 145 | 4.25 158 | 4.44 188 | 11.14 281 | 1.98 166 | 0.00 1 | 0.04 143 | 0.00 1 | 0.18 398 | 0.31 303 | 0.13 195 |
|
| castereo++ |  | 3.52 167 | 1.28 195 | 3.96 67 | 3.76 177 | 2.61 329 | 16.87 494 | 1.95 246 | 7.57 103 | 8.51 229 | 2.26 85 | 4.54 105 | 5.10 180 | 2.04 93 | 8.75 180 | 0.74 33 | 0.00 1 | 0.15 391 | 0.00 1 | 0.35 491 | 0.05 71 | 0.02 15 |
|
| IGEV-Stereo |   | 3.52 167 | 1.75 355 | 5.67 182 | 3.49 145 | 1.12 179 | 5.04 178 | 1.73 200 | 13.70 256 | 5.07 139 | 4.83 181 | 5.42 145 | 4.27 159 | 4.43 187 | 11.15 286 | 1.98 166 | 0.00 1 | 0.04 143 | 0.00 1 | 0.18 398 | 0.31 303 | 0.12 180 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| Foundation-i1 |  | 3.56 169 | 0.63 15 | 2.94 16 | 3.20 116 | 3.52 381 | 6.18 263 | 4.51 371 | 12.68 233 | 5.38 150 | 5.96 208 | 6.16 163 | 7.37 242 | 4.87 223 | 6.38 102 | 1.27 106 | 0.02 209 | 0.09 298 | 0.00 1 | 0.00 1 | 0.03 38 | 0.04 67 |
|
| CREStereo |  | 3.58 170 | 1.05 125 | 3.35 33 | 2.17 21 | 0.59 88 | 5.61 216 | 0.40 48 | 10.50 189 | 13.34 299 | 6.93 219 | 10.44 229 | 5.29 189 | 3.47 146 | 5.82 90 | 2.62 219 | 0.01 136 | 0.01 32 | 0.02 250 | 0.01 180 | 0.04 58 | 0.01 4 |
| Jiankun Li, Peisen Wang, Pengfei Xiong, Tao Cai, Ziwei Yan, Lei Yang, Jiangyu Liu, Haoqiang Fan, Shuaicheng Liu: Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation. CVPR 2022 |
| LoS |  | 3.59 171 | 1.07 133 | 3.81 56 | 2.80 78 | 0.52 76 | 4.98 167 | 1.18 113 | 10.35 186 | 12.97 289 | 4.54 170 | 10.75 237 | 3.89 150 | 3.27 136 | 8.78 181 | 2.63 220 | 0.03 246 | 0.03 123 | 0.09 357 | 0.00 1 | 0.12 165 | 0.04 67 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| ProNet |  | 3.61 172 | 1.91 387 | 6.17 207 | 3.31 129 | 0.67 105 | 5.51 206 | 6.46 440 | 12.60 231 | 6.23 171 | 3.18 123 | 4.80 123 | 3.64 144 | 3.57 151 | 11.15 286 | 2.11 184 | 0.02 209 | 0.21 433 | 0.01 225 | 0.01 180 | 0.41 357 | 0.14 205 |
|
| trnet |  | 3.62 173 | 0.95 100 | 3.30 30 | 2.21 25 | 0.56 82 | 5.67 229 | 0.42 50 | 10.62 195 | 13.30 297 | 6.89 217 | 10.45 230 | 5.78 198 | 3.69 158 | 5.80 89 | 2.61 216 | 0.00 1 | 0.02 86 | 0.03 270 | 0.01 180 | 0.04 58 | 0.02 15 |
|
| GCAP-BAT |  | 3.64 174 | 1.06 126 | 7.37 265 | 3.46 141 | 3.60 384 | 2.72 35 | 1.55 160 | 8.93 150 | 12.16 275 | 4.62 172 | 6.47 167 | 7.18 235 | 1.80 84 | 9.68 217 | 1.82 151 | 0.04 264 | 0.10 317 | 0.00 1 | 0.01 180 | 0.07 99 | 0.14 205 |
|
| GCAPDPT-zeroshot |  | 3.64 174 | 1.06 126 | 7.35 264 | 3.46 141 | 3.60 384 | 2.72 35 | 1.55 160 | 8.93 150 | 12.16 275 | 4.62 172 | 6.47 167 | 7.18 235 | 1.80 84 | 9.68 217 | 1.81 149 | 0.04 264 | 0.10 317 | 0.00 1 | 0.01 180 | 0.07 99 | 0.14 205 |
|
| U |  | 3.65 176 | 0.64 17 | 5.91 194 | 3.91 186 | 11.89 616 | 11.50 377 | 0.20 35 | 7.66 107 | 5.38 150 | 1.79 60 | 2.55 46 | 0.76 43 | 1.61 70 | 2.34 13 | 0.70 30 | 0.00 1 | 0.04 143 | 10.60 629 | 5.47 618 | 0.04 58 | 0.02 15 |
|
| water-stereo |  | 3.66 177 | 0.84 64 | 4.79 114 | 3.60 161 | 0.79 137 | 5.03 177 | 0.89 93 | 12.93 235 | 5.45 155 | 5.82 201 | 14.74 276 | 6.51 219 | 4.76 220 | 3.37 38 | 3.26 263 | 0.03 246 | 0.13 367 | 0.09 357 | 0.04 266 | 0.06 78 | 0.07 121 |
|
| Wave_Phase_stereo |  | 3.68 178 | 1.51 271 | 15.51 506 | 2.95 97 | 1.03 164 | 12.63 400 | 3.41 330 | 11.91 210 | 5.56 158 | 2.75 109 | 1.76 36 | 2.49 113 | 0.78 32 | 7.72 141 | 3.07 250 | 0.01 136 | 0.03 123 | 0.04 292 | 0.09 343 | 0.09 126 | 0.17 242 |
|
| Occ-G |  | 3.68 178 | 1.07 133 | 4.68 106 | 3.11 110 | 1.26 200 | 3.63 76 | 6.75 454 | 7.88 113 | 4.90 131 | 4.37 166 | 8.36 192 | 9.68 275 | 4.39 182 | 9.65 215 | 3.23 262 | 0.00 1 | 0.11 338 | 0.00 1 | 0.19 411 | 0.19 212 | 0.07 121 |
|
| DA |  | 3.70 180 | 0.83 58 | 4.78 111 | 5.07 276 | 0.70 112 | 16.50 489 | 1.94 243 | 9.42 159 | 7.22 200 | 4.02 153 | 6.78 170 | 5.96 203 | 4.49 194 | 4.16 59 | 1.54 123 | 0.05 289 | 0.12 351 | 0.00 1 | 0.00 1 | 0.06 78 | 0.26 318 |
|
| GGEV |  | 3.70 180 | 0.83 58 | 4.78 111 | 5.07 276 | 0.70 112 | 16.50 489 | 1.94 243 | 9.42 159 | 7.22 200 | 4.02 153 | 6.78 170 | 5.96 203 | 4.49 194 | 4.16 59 | 1.54 123 | 0.05 289 | 0.12 351 | 0.00 1 | 0.00 1 | 0.06 78 | 0.26 318 |
|
| rvit_stereo_0081_aga |  | 3.72 182 | 2.39 449 | 8.60 330 | 5.27 308 | 2.99 358 | 5.02 172 | 1.94 243 | 8.12 125 | 6.24 172 | 6.74 213 | 6.85 175 | 5.85 201 | 3.28 138 | 7.31 129 | 3.04 247 | 0.02 209 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 426 | 0.22 290 |
|
| GCAP-Stereo |  | 3.72 182 | 1.60 308 | 7.39 266 | 4.24 211 | 0.37 36 | 5.78 236 | 1.12 109 | 12.28 217 | 6.53 178 | 8.35 234 | 9.69 212 | 6.62 220 | 3.57 151 | 4.58 71 | 1.91 157 | 0.00 1 | 0.07 245 | 0.05 303 | 0.00 1 | 0.25 249 | 0.04 67 |
|
| LoS_RVC |  | 3.72 182 | 2.57 461 | 3.90 63 | 4.27 218 | 7.61 571 | 5.39 200 | 2.90 310 | 7.29 95 | 3.84 105 | 3.67 139 | 10.20 223 | 3.66 145 | 4.48 192 | 6.19 100 | 2.14 188 | 0.01 136 | 0.03 123 | 0.00 1 | 0.00 1 | 0.06 78 | 6.15 596 |
|
| HART |  | 3.80 185 | 1.52 275 | 5.45 159 | 4.85 261 | 0.51 72 | 4.41 114 | 0.76 80 | 12.59 230 | 5.08 142 | 5.95 207 | 12.76 261 | 6.87 226 | 1.72 79 | 10.71 255 | 1.84 152 | 0.00 1 | 0.13 367 | 0.10 376 | 0.00 1 | 0.45 367 | 0.26 318 |
|
| DN |  | 3.83 186 | 1.19 168 | 4.90 120 | 4.27 218 | 3.75 392 | 6.26 268 | 0.71 76 | 11.51 205 | 11.19 266 | 3.90 148 | 5.72 158 | 10.08 280 | 2.26 104 | 7.28 126 | 1.96 162 | 0.00 1 | 0.20 425 | 0.32 481 | 0.32 481 | 0.32 313 | 0.53 407 |
|
| CES |  | 3.85 187 | 1.14 154 | 2.91 15 | 3.05 108 | 11.37 611 | 5.37 199 | 1.02 103 | 9.52 163 | 8.82 236 | 3.50 134 | 9.21 207 | 1.78 80 | 0.90 41 | 6.53 105 | 2.37 202 | 0.02 209 | 0.04 143 | 0.01 225 | 0.00 1 | 1.62 515 | 7.74 617 |
|
| WCG-NET |  | 3.86 188 | 0.96 105 | 5.80 191 | 2.92 94 | 0.28 18 | 4.48 117 | 1.80 221 | 7.23 92 | 15.03 315 | 8.77 243 | 9.58 211 | 6.94 230 | 4.20 175 | 6.92 119 | 2.05 174 | 0.00 1 | 0.08 279 | 0.00 1 | 0.00 1 | 0.14 179 | 0.08 136 |
|
| CASnet |  | 3.91 189 | 1.03 122 | 4.68 106 | 4.98 268 | 0.27 16 | 4.99 170 | 2.95 311 | 11.02 202 | 11.02 261 | 10.61 262 | 11.76 249 | 4.15 156 | 1.65 75 | 5.85 91 | 1.91 157 | 0.50 478 | 0.00 1 | 0.59 511 | 0.12 368 | 0.13 173 | 0.02 15 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| rvit_stereo_0081 |  | 3.93 190 | 1.78 370 | 8.60 330 | 6.26 389 | 1.73 254 | 3.48 68 | 2.36 274 | 7.71 109 | 15.81 333 | 4.41 167 | 5.39 143 | 5.14 182 | 3.94 162 | 7.95 148 | 3.57 270 | 0.01 136 | 0.01 32 | 0.00 1 | 0.01 180 | 0.39 349 | 0.10 154 |
|
| rvit_stereo_0082 |  | 3.93 190 | 1.78 370 | 8.60 330 | 6.26 389 | 1.73 254 | 3.48 68 | 2.36 274 | 7.71 109 | 15.81 333 | 4.41 167 | 5.39 143 | 5.14 182 | 3.94 162 | 7.95 148 | 3.57 270 | 0.01 136 | 0.01 32 | 0.00 1 | 0.01 180 | 0.39 349 | 0.10 154 |
|
| castereo |  | 3.96 192 | 1.45 250 | 4.33 92 | 3.73 172 | 1.04 167 | 6.35 273 | 7.23 470 | 9.95 175 | 15.86 336 | 3.01 118 | 7.69 188 | 3.59 143 | 7.43 323 | 5.17 79 | 1.88 153 | 0.03 246 | 0.13 367 | 0.00 1 | 0.26 453 | 0.07 99 | 0.03 42 |
|
| rvit_stereo_0080 |  | 3.98 193 | 2.11 427 | 7.62 274 | 3.68 167 | 1.90 279 | 4.16 93 | 7.60 476 | 9.69 167 | 8.13 219 | 5.08 189 | 7.39 183 | 6.27 211 | 4.44 188 | 6.73 114 | 3.92 294 | 0.20 378 | 0.01 32 | 0.00 1 | 0.00 1 | 0.55 412 | 0.12 180 |
|
| whm_eth |  | 3.98 193 | 2.11 427 | 7.62 274 | 3.68 167 | 1.90 279 | 4.16 93 | 7.60 476 | 9.69 167 | 8.13 219 | 5.08 189 | 7.39 183 | 6.27 211 | 4.44 188 | 6.73 114 | 3.92 294 | 0.20 378 | 0.01 32 | 0.00 1 | 0.00 1 | 0.55 412 | 0.12 180 |
|
| MC-Stereo |  | 3.99 195 | 0.95 100 | 4.70 110 | 5.09 279 | 0.44 59 | 3.77 81 | 1.79 219 | 9.86 174 | 7.05 198 | 6.34 210 | 13.35 267 | 6.83 225 | 6.34 289 | 10.80 262 | 1.75 145 | 0.00 1 | 0.11 338 | 0.06 323 | 0.24 442 | 0.12 165 | 0.14 205 |
|
| CroCo-Stereo Lap2 |  | 4.01 196 | 2.03 417 | 8.14 303 | 9.82 526 | 6.03 528 | 1.11 4 | 0.79 84 | 9.71 169 | 7.98 215 | 3.26 124 | 4.99 129 | 9.08 265 | 5.80 262 | 6.08 96 | 4.39 314 | 0.00 1 | 0.05 180 | 0.00 1 | 0.00 1 | 0.71 451 | 0.30 337 |
|
| depthmonostereo |  | 4.02 197 | 1.64 325 | 5.29 148 | 4.40 228 | 1.19 192 | 8.04 318 | 1.16 112 | 15.24 284 | 12.52 280 | 4.62 172 | 7.49 186 | 4.11 154 | 4.80 222 | 6.61 108 | 2.71 224 | 0.04 264 | 0.21 433 | 0.11 389 | 0.07 324 | 0.07 99 | 0.02 15 |
|
| MM-Stereo_test2 |  | 4.03 198 | 1.20 170 | 7.42 267 | 5.18 297 | 0.76 133 | 7.24 301 | 2.26 269 | 14.57 271 | 8.19 221 | 6.89 217 | 5.13 137 | 4.85 177 | 3.80 159 | 10.49 245 | 1.96 162 | 0.00 1 | 0.12 351 | 0.00 1 | 0.09 343 | 0.33 321 | 0.08 136 |
|
| GCAP-Stereo-DPT-36K |  | 4.05 199 | 10.05 583 | 27.86 578 | 2.06 15 | 3.89 399 | 3.82 82 | 1.73 200 | 8.20 126 | 3.20 85 | 2.36 90 | 4.75 117 | 2.89 125 | 2.70 119 | 4.26 63 | 0.58 13 | 0.04 264 | 0.14 384 | 0.00 1 | 0.44 518 | 0.47 378 | 1.52 516 |
|
| CAS++ |  | 4.07 200 | 1.67 332 | 6.02 201 | 4.17 202 | 1.02 163 | 4.26 102 | 1.68 182 | 19.10 359 | 10.01 252 | 9.18 246 | 9.17 205 | 1.98 93 | 1.41 63 | 9.54 212 | 1.73 142 | 0.02 209 | 0.05 180 | 0.00 1 | 0.00 1 | 0.32 313 | 0.11 171 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| GCAP-Stereo-DPT-50K |  | 4.15 201 | 9.32 574 | 33.97 597 | 2.49 54 | 3.65 386 | 2.87 42 | 1.51 151 | 8.07 122 | 2.71 65 | 2.04 76 | 4.75 117 | 3.05 127 | 3.21 132 | 2.20 10 | 0.66 23 | 0.03 246 | 0.19 419 | 0.00 1 | 0.41 508 | 0.75 462 | 1.05 487 |
|
| plain |  | 4.15 201 | 1.67 332 | 9.97 404 | 4.86 262 | 2.97 357 | 3.27 59 | 1.41 136 | 8.20 126 | 5.51 156 | 3.37 128 | 16.69 297 | 3.03 126 | 2.71 120 | 14.44 427 | 3.91 293 | 0.14 348 | 0.00 1 | 0.03 270 | 0.01 180 | 0.69 446 | 0.14 205 |
|
| PSi22 |  | 4.19 203 | 1.37 224 | 4.15 87 | 3.83 181 | 0.37 36 | 4.56 122 | 0.25 39 | 7.21 90 | 15.42 325 | 4.31 161 | 6.96 177 | 13.76 351 | 5.93 266 | 13.23 396 | 1.88 153 | 0.00 1 | 0.02 86 | 0.00 1 | 0.00 1 | 0.37 340 | 0.20 271 |
|
| DilatedVolume-Stereo |   | 4.23 204 | 1.38 229 | 5.58 179 | 3.85 184 | 1.58 237 | 10.80 361 | 1.02 103 | 11.59 206 | 5.65 160 | 11.75 271 | 9.98 213 | 4.54 170 | 3.29 139 | 9.83 223 | 3.01 242 | 0.05 289 | 0.18 412 | 0.08 345 | 0.23 432 | 0.08 116 | 0.06 106 |
|
| MIF-Stereo (partial) |  | 4.33 205 | 1.23 178 | 7.27 257 | 5.04 272 | 5.31 494 | 3.47 67 | 0.95 98 | 9.06 155 | 7.41 206 | 4.15 160 | 15.76 287 | 5.38 190 | 5.22 239 | 11.56 306 | 4.21 307 | 0.04 264 | 0.02 86 | 0.05 303 | 0.03 243 | 0.34 327 | 0.12 180 |
|
| MyStereo07 |  | 4.38 206 | 1.92 391 | 5.06 132 | 6.09 376 | 4.31 431 | 6.54 281 | 9.96 512 | 15.35 288 | 5.15 144 | 4.34 164 | 5.65 156 | 3.15 129 | 5.77 261 | 11.33 295 | 1.81 149 | 0.06 309 | 0.10 317 | 0.03 270 | 0.04 266 | 0.63 435 | 0.30 337 |
|
| XX-TBD |  | 4.45 207 | 10.67 590 | 3.01 19 | 10.28 543 | 0.57 84 | 5.84 240 | 0.07 10 | 7.57 103 | 12.24 278 | 11.43 270 | 14.74 276 | 4.07 153 | 1.66 76 | 4.51 70 | 2.05 174 | 0.01 136 | 0.01 32 | 0.00 1 | 0.00 1 | 0.26 260 | 0.01 4 |
|
| rvit_stereo_0083 |  | 4.53 208 | 1.94 395 | 9.94 402 | 7.12 443 | 1.67 248 | 4.98 167 | 2.80 306 | 8.25 129 | 18.22 366 | 4.76 180 | 7.78 190 | 6.41 215 | 4.87 223 | 7.54 137 | 3.74 282 | 0.11 337 | 0.04 143 | 0.00 1 | 0.01 180 | 0.24 244 | 0.16 233 |
|
| FE-Mocha |  | 4.54 209 | 2.08 423 | 9.99 406 | 4.36 227 | 2.16 299 | 4.76 150 | 0.81 85 | 13.59 252 | 4.81 127 | 13.39 316 | 11.04 240 | 11.38 300 | 3.45 143 | 5.97 94 | 2.12 187 | 0.03 246 | 0.14 384 | 0.14 410 | 0.38 501 | 0.12 165 | 0.18 252 |
|
| Reg-Stereo(zero) |  | 4.54 209 | 0.68 25 | 4.39 97 | 3.20 116 | 1.30 202 | 3.29 61 | 0.89 93 | 16.64 314 | 12.89 288 | 10.01 254 | 10.70 234 | 10.29 283 | 4.51 197 | 8.83 187 | 2.63 220 | 0.01 136 | 0.14 384 | 0.00 1 | 0.13 373 | 0.03 38 | 0.17 242 |
|
| NLMM |  | 4.55 211 | 1.18 165 | 5.44 157 | 3.48 143 | 5.88 526 | 13.44 415 | 1.59 166 | 11.98 212 | 8.84 237 | 4.92 186 | 5.44 147 | 6.20 208 | 5.05 231 | 9.85 224 | 7.60 398 | 0.01 136 | 0.01 32 | 0.00 1 | 0.00 1 | 0.09 126 | 0.10 154 |
|
| WQFJA1 |  | 4.56 212 | 1.18 165 | 5.44 157 | 3.48 143 | 5.88 526 | 13.44 415 | 1.59 166 | 11.97 211 | 8.85 238 | 4.92 186 | 5.44 147 | 6.20 208 | 5.05 231 | 10.03 232 | 7.60 398 | 0.01 136 | 0.01 32 | 0.00 1 | 0.00 1 | 0.09 126 | 0.10 154 |
|
| WCG-NET(raft) |  | 4.57 213 | 1.16 159 | 6.01 200 | 2.95 97 | 0.19 4 | 5.09 182 | 2.01 250 | 10.28 183 | 15.34 323 | 8.64 241 | 11.43 246 | 9.63 273 | 5.06 233 | 10.96 271 | 2.19 191 | 0.00 1 | 0.13 367 | 0.00 1 | 0.01 180 | 0.14 179 | 0.12 180 |
|
| CREStereo++_RVC |  | 4.61 214 | 0.99 113 | 3.70 49 | 4.08 194 | 2.01 289 | 3.94 86 | 0.10 17 | 9.10 156 | 16.94 345 | 8.65 242 | 16.77 299 | 4.46 163 | 2.18 97 | 5.72 87 | 3.12 254 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 639 | 0.02 9 | 0.01 4 |
| Junpeng Jing, Jiankun Li, Pengfei Xiong, Jiangyu Liu, Shuaicheng Liu, Yichen Guo, Xin Deng, Mai Xu, Lai Jiang, Leonid Sigal: Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching. ICCV2023 |
| WQFJX1 |  | 4.68 215 | 1.09 142 | 5.54 171 | 4.07 192 | 5.82 521 | 10.92 368 | 3.99 351 | 10.31 184 | 10.17 253 | 5.90 202 | 4.99 129 | 5.79 199 | 5.18 237 | 12.80 376 | 6.89 379 | 0.01 136 | 0.00 1 | 0.01 225 | 0.00 1 | 0.15 187 | 0.06 106 |
|
| iRaftStereo_RVC |  | 4.68 215 | 1.51 271 | 6.89 240 | 4.91 266 | 0.72 126 | 5.26 192 | 0.46 55 | 17.60 326 | 10.47 256 | 9.53 250 | 15.13 280 | 5.75 197 | 3.24 135 | 8.93 191 | 2.22 194 | 0.00 1 | 0.09 298 | 0.00 1 | 0.00 1 | 0.46 371 | 0.41 377 |
|
| WQFJX |  | 4.69 217 | 1.22 173 | 5.36 152 | 3.29 126 | 5.73 517 | 14.19 431 | 1.93 241 | 11.24 204 | 8.68 231 | 5.78 200 | 5.47 150 | 5.72 196 | 5.99 271 | 12.05 333 | 6.87 377 | 0.02 209 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 159 | 0.15 225 |
|
| Former-RAFT_DAM_RVC |  | 4.69 217 | 2.56 460 | 8.72 335 | 4.26 217 | 3.52 381 | 9.22 336 | 1.48 142 | 13.54 250 | 18.88 373 | 7.47 228 | 7.08 179 | 2.04 98 | 2.24 99 | 9.66 216 | 2.27 197 | 0.05 289 | 0.02 86 | 0.07 334 | 0.00 1 | 0.53 406 | 0.21 282 |
|
| TANstereo |  | 4.70 219 | 1.08 136 | 4.01 71 | 3.53 150 | 0.47 62 | 14.26 432 | 0.15 27 | 8.67 148 | 12.54 281 | 12.50 282 | 18.43 317 | 5.20 184 | 4.54 200 | 5.68 85 | 2.07 177 | 0.00 1 | 0.13 367 | 0.00 1 | 0.01 180 | 0.02 9 | 0.63 427 |
|
| rvit_stereo_ft |  | 4.73 220 | 2.68 466 | 9.30 370 | 11.34 569 | 2.74 341 | 4.18 97 | 8.45 486 | 9.77 171 | 9.90 251 | 4.04 155 | 6.26 164 | 6.73 222 | 4.72 216 | 8.99 195 | 5.03 337 | 0.01 136 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 274 | 0.09 142 |
|
| MSKI-zero shot |  | 4.76 221 | 1.56 294 | 5.98 198 | 5.14 290 | 1.13 181 | 6.55 283 | 1.55 160 | 12.76 234 | 8.06 217 | 10.44 260 | 11.50 247 | 13.47 347 | 2.38 108 | 12.07 339 | 1.90 155 | 0.01 136 | 0.20 425 | 0.02 250 | 0.29 466 | 0.14 179 | 0.14 205 |
|
| NLSM1 |  | 4.91 222 | 1.17 162 | 5.72 185 | 4.31 226 | 5.71 516 | 13.78 420 | 1.41 136 | 14.12 266 | 9.85 249 | 5.22 193 | 10.88 239 | 4.43 162 | 4.74 218 | 10.99 272 | 5.64 356 | 0.00 1 | 0.00 1 | 0.01 225 | 0.00 1 | 0.09 126 | 0.04 67 |
|
| NLCSM |  | 4.99 223 | 1.39 231 | 5.75 186 | 5.86 351 | 5.86 525 | 11.21 374 | 3.80 346 | 10.71 196 | 8.54 230 | 8.36 235 | 5.25 138 | 4.57 171 | 6.65 300 | 13.57 407 | 7.59 397 | 0.29 422 | 0.01 32 | 0.00 1 | 0.01 180 | 0.24 244 | 0.13 195 |
|
| MM-Stereo_test1 |  | 5.04 224 | 1.17 162 | 6.08 203 | 5.38 317 | 0.80 140 | 4.99 170 | 7.07 462 | 13.43 249 | 12.00 273 | 12.94 302 | 10.20 223 | 5.92 202 | 6.69 301 | 11.26 293 | 2.19 191 | 0.01 136 | 0.11 338 | 0.00 1 | 0.00 1 | 0.42 360 | 0.07 121 |
|
| sCroCo_RVC |  | 5.06 225 | 3.29 489 | 16.45 520 | 10.72 551 | 6.64 544 | 5.83 238 | 2.74 301 | 9.67 165 | 8.06 217 | 3.66 138 | 9.20 206 | 4.81 175 | 4.95 227 | 8.12 157 | 4.64 321 | 0.64 505 | 0.50 534 | 0.06 323 | 0.03 243 | 0.70 449 | 0.42 380 |
|
| RT-Monster |  | 5.07 226 | 1.10 144 | 4.69 108 | 3.44 136 | 4.24 422 | 5.19 187 | 0.81 85 | 12.47 221 | 19.77 379 | 13.38 315 | 13.37 268 | 9.84 276 | 3.27 136 | 7.69 140 | 1.91 157 | 0.04 264 | 0.08 279 | 0.00 1 | 0.00 1 | 0.05 71 | 0.12 180 |
|
| RAFT-Stereo-weight |  | 5.07 226 | 0.93 99 | 5.57 176 | 4.24 211 | 0.72 126 | 6.05 260 | 1.63 175 | 17.77 330 | 17.16 346 | 10.99 267 | 10.22 225 | 12.06 318 | 1.67 77 | 9.25 205 | 2.69 222 | 0.06 309 | 0.11 338 | 0.00 1 | 0.00 1 | 0.15 187 | 0.12 180 |
|
| tg |  | 5.09 228 | 1.48 258 | 6.73 227 | 4.83 257 | 1.23 197 | 7.57 311 | 0.49 57 | 18.35 342 | 11.87 269 | 9.28 248 | 14.61 273 | 7.15 233 | 4.12 170 | 10.58 246 | 2.74 225 | 0.00 1 | 0.04 143 | 0.00 1 | 0.00 1 | 0.45 367 | 0.36 363 |
|
| model_zeroshot |  | 5.12 229 | 1.53 277 | 9.70 394 | 5.33 313 | 1.54 236 | 8.71 329 | 2.23 266 | 15.60 295 | 8.29 225 | 13.74 319 | 10.02 218 | 10.57 287 | 2.97 127 | 8.47 164 | 2.61 216 | 0.02 209 | 0.18 412 | 0.14 410 | 0.25 448 | 0.06 78 | 0.34 355 |
|
| AE-Stereo |  | 5.15 230 | 1.56 294 | 7.99 295 | 8.70 494 | 2.18 300 | 9.12 335 | 3.02 314 | 11.78 208 | 13.30 297 | 4.34 164 | 12.84 262 | 10.83 290 | 4.53 198 | 8.71 178 | 2.82 231 | 0.04 264 | 0.44 518 | 0.05 303 | 0.33 486 | 0.20 216 | 0.17 242 |
|
| 4D-IteraStereo |  | 5.15 230 | 1.47 253 | 7.98 293 | 4.89 265 | 4.69 457 | 6.25 266 | 1.85 230 | 13.23 242 | 16.30 337 | 14.18 325 | 11.26 243 | 8.33 256 | 1.61 70 | 8.07 152 | 2.42 203 | 0.00 1 | 0.05 180 | 0.08 345 | 0.01 180 | 0.19 212 | 0.15 225 |
|
| CAS |  | 5.20 232 | 0.78 41 | 3.30 30 | 17.06 610 | 7.59 570 | 8.07 319 | 6.31 430 | 9.46 162 | 9.09 240 | 4.57 171 | 10.67 232 | 1.91 92 | 1.22 53 | 4.18 61 | 2.16 189 | 10.33 631 | 0.02 86 | 0.00 1 | 0.02 220 | 0.44 365 | 6.83 605 |
|
| test_1 |  | 5.20 232 | 1.06 126 | 7.72 280 | 4.21 209 | 0.59 88 | 6.69 286 | 3.03 315 | 12.98 238 | 17.51 355 | 12.35 280 | 8.66 196 | 13.20 338 | 4.12 170 | 9.00 197 | 2.11 184 | 0.00 1 | 0.05 180 | 0.00 1 | 0.32 481 | 0.25 249 | 0.18 252 |
|
| NLMM1 |  | 5.21 234 | 1.29 199 | 6.55 220 | 3.79 178 | 5.49 503 | 12.43 397 | 3.31 327 | 12.18 216 | 15.22 318 | 7.19 227 | 8.46 193 | 5.22 185 | 4.60 205 | 12.03 329 | 6.29 370 | 0.00 1 | 0.02 86 | 0.00 1 | 0.00 1 | 0.10 149 | 0.07 121 |
|
| test-3 |  | 5.21 234 | 1.06 126 | 7.71 279 | 4.19 207 | 0.59 88 | 6.72 289 | 3.01 313 | 12.96 236 | 17.49 354 | 12.53 290 | 8.65 194 | 13.20 338 | 4.14 172 | 9.00 197 | 2.11 184 | 0.00 1 | 0.05 180 | 0.00 1 | 0.32 481 | 0.25 249 | 0.18 252 |
|
| EAI-Stereo |  | 5.21 234 | 1.74 346 | 8.46 323 | 5.69 335 | 1.37 220 | 5.67 229 | 3.52 336 | 18.77 351 | 5.65 160 | 9.75 251 | 16.08 291 | 6.36 214 | 3.57 151 | 11.73 319 | 3.64 275 | 0.01 136 | 0.33 497 | 0.03 270 | 1.06 566 | 0.21 220 | 0.65 435 |
|
| tt1 |  | 5.27 237 | 1.99 402 | 5.11 134 | 6.02 372 | 0.26 10 | 10.59 356 | 4.22 363 | 18.45 344 | 16.31 338 | 6.75 214 | 8.95 200 | 4.75 174 | 9.15 359 | 10.82 264 | 1.61 131 | 0.00 1 | 0.05 180 | 0.00 1 | 0.04 266 | 0.26 260 | 0.14 205 |
|
| IGEV-FE |  | 5.28 238 | 2.03 417 | 14.26 490 | 6.10 379 | 1.33 211 | 4.32 104 | 1.03 106 | 14.46 267 | 6.50 176 | 13.33 313 | 11.86 250 | 11.00 292 | 3.47 146 | 10.71 255 | 3.65 277 | 0.03 246 | 0.22 443 | 0.15 417 | 0.26 453 | 0.80 467 | 0.20 271 |
|
| ACVNet-DCA |  | 5.28 238 | 2.00 404 | 4.99 126 | 5.89 353 | 0.26 10 | 10.85 363 | 5.38 394 | 20.20 372 | 11.88 270 | 6.95 220 | 10.01 214 | 4.49 165 | 9.78 374 | 10.79 259 | 1.59 128 | 0.00 1 | 0.05 180 | 0.00 1 | 0.04 266 | 0.25 249 | 0.20 271 |
|
| IGEV_Zeroshot_test |  | 5.28 238 | 2.03 417 | 14.26 490 | 6.09 376 | 1.33 211 | 4.32 104 | 1.03 106 | 14.46 267 | 6.50 176 | 13.33 313 | 11.89 251 | 11.01 293 | 3.45 143 | 10.71 255 | 3.64 275 | 0.03 246 | 0.22 443 | 0.15 417 | 0.26 453 | 0.80 467 | 0.20 271 |
|
| RCA-Stereo |  | 5.32 241 | 1.08 136 | 5.91 194 | 4.29 224 | 0.51 72 | 5.65 219 | 4.12 357 | 16.97 318 | 18.67 371 | 8.27 233 | 14.16 270 | 8.86 261 | 8.90 354 | 6.45 103 | 2.18 190 | 0.00 1 | 0.07 245 | 0.10 376 | 0.00 1 | 0.10 149 | 0.07 121 |
|
| cc1 |  | 5.34 242 | 2.00 404 | 4.99 126 | 5.89 353 | 0.26 10 | 10.85 363 | 5.38 394 | 17.85 334 | 15.48 326 | 6.95 220 | 10.01 214 | 4.49 165 | 9.78 374 | 10.79 259 | 1.59 128 | 0.00 1 | 0.05 180 | 0.00 1 | 0.04 266 | 0.30 291 | 0.13 195 |
|
| PMTNet |  | 5.36 243 | 0.97 107 | 3.42 34 | 1.97 10 | 1.30 202 | 8.96 330 | 0.69 73 | 12.33 218 | 12.16 275 | 8.50 238 | 11.35 244 | 6.09 205 | 4.50 196 | 9.34 208 | 2.70 223 | 22.71 646 | 0.01 32 | 0.04 292 | 0.02 220 | 0.06 78 | 0.01 4 |
|
| cross-raft |  | 5.37 244 | 1.23 178 | 6.66 225 | 5.91 358 | 1.25 198 | 6.00 252 | 1.48 142 | 15.82 301 | 7.70 212 | 12.95 303 | 20.80 358 | 11.63 303 | 4.42 183 | 8.59 168 | 2.23 195 | 0.01 136 | 0.21 433 | 0.00 1 | 0.22 423 | 0.21 220 | 0.10 154 |
|
| xyz-stereo-finetune |  | 5.39 245 | 1.47 253 | 5.53 169 | 2.65 66 | 0.30 22 | 11.94 385 | 3.28 320 | 12.96 236 | 21.28 399 | 8.14 230 | 12.32 258 | 6.19 207 | 3.62 156 | 11.80 323 | 5.98 362 | 0.01 136 | 0.02 86 | 0.00 1 | 0.02 220 | 0.16 195 | 0.04 67 |
|
| HH |  | 5.47 246 | 2.08 423 | 9.00 350 | 4.88 263 | 1.07 172 | 4.93 163 | 3.60 343 | 16.68 315 | 6.83 184 | 8.39 236 | 12.14 255 | 15.05 369 | 9.06 357 | 12.68 368 | 1.93 160 | 0.02 209 | 0.17 404 | 0.18 431 | 0.00 1 | 0.28 274 | 0.48 397 |
|
| HanStereo |  | 5.47 246 | 2.08 423 | 9.00 350 | 4.88 263 | 1.07 172 | 4.93 163 | 3.60 343 | 16.68 315 | 6.83 184 | 8.39 236 | 12.14 255 | 15.05 369 | 9.06 357 | 12.68 368 | 1.93 160 | 0.02 209 | 0.17 404 | 0.18 431 | 0.00 1 | 0.28 274 | 0.48 397 |
|
| test_4 |  | 5.47 246 | 0.98 108 | 5.56 175 | 6.55 409 | 0.62 95 | 5.53 208 | 1.88 233 | 11.68 207 | 6.00 167 | 12.60 294 | 30.86 489 | 7.48 244 | 3.87 160 | 12.25 349 | 2.97 239 | 0.00 1 | 0.07 245 | 0.03 270 | 0.14 379 | 0.34 327 | 0.04 67 |
|
| HUI-Stereo |  | 5.48 249 | 1.74 346 | 9.01 352 | 5.08 278 | 0.42 51 | 5.65 219 | 2.77 303 | 12.55 229 | 7.03 197 | 12.54 292 | 18.10 311 | 13.07 336 | 6.71 302 | 9.92 227 | 3.74 282 | 0.61 499 | 0.08 279 | 0.09 357 | 0.00 1 | 0.22 223 | 0.23 300 |
|
| RAFT-Stereo + iAFF |  | 5.48 249 | 1.66 331 | 7.56 270 | 3.49 145 | 0.40 43 | 2.75 37 | 0.67 71 | 16.07 306 | 14.76 313 | 12.27 277 | 18.67 322 | 11.95 313 | 8.08 339 | 7.84 145 | 2.89 233 | 0.01 136 | 0.06 217 | 0.00 1 | 0.00 1 | 0.37 340 | 0.04 67 |
|
| ROB_FTStereo |  | 5.49 251 | 1.74 346 | 8.96 347 | 5.09 279 | 0.42 51 | 5.65 219 | 1.68 182 | 12.53 228 | 7.00 190 | 12.53 290 | 18.00 308 | 13.02 332 | 6.74 305 | 11.51 303 | 3.81 288 | 0.60 495 | 0.09 298 | 0.09 357 | 0.00 1 | 0.22 223 | 0.22 290 |
|
| PSM-adaLoss |  | 5.50 252 | 1.74 346 | 9.03 356 | 5.09 279 | 0.42 51 | 5.66 224 | 1.98 248 | 12.50 222 | 7.01 195 | 12.52 284 | 18.13 314 | 12.96 328 | 6.77 310 | 11.11 279 | 3.83 289 | 0.72 511 | 0.09 298 | 0.09 357 | 0.00 1 | 0.22 223 | 0.22 290 |
|
| ROB_FTStereo_v2 |  | 5.53 253 | 1.74 346 | 8.97 349 | 5.09 279 | 0.42 51 | 5.64 218 | 2.02 251 | 12.50 222 | 7.00 190 | 12.51 283 | 18.10 311 | 12.99 329 | 6.72 303 | 11.50 302 | 4.04 305 | 0.70 507 | 0.09 298 | 0.09 357 | 0.00 1 | 0.22 223 | 0.23 300 |
|
| CRE-IMP |  | 5.53 253 | 1.63 324 | 9.62 383 | 5.65 330 | 0.48 67 | 7.02 298 | 1.70 186 | 11.84 209 | 8.33 226 | 12.99 305 | 16.02 290 | 11.08 295 | 6.23 281 | 12.06 336 | 5.06 338 | 0.28 420 | 0.07 245 | 0.09 357 | 0.00 1 | 0.24 244 | 0.21 282 |
|
| RAFT-IKP |  | 5.53 253 | 1.74 346 | 8.95 344 | 5.09 279 | 0.41 46 | 5.45 203 | 2.08 256 | 12.52 225 | 7.00 190 | 12.52 284 | 18.13 314 | 12.93 327 | 6.79 311 | 11.59 310 | 3.99 300 | 0.80 526 | 0.09 298 | 0.09 357 | 0.00 1 | 0.22 223 | 0.22 290 |
|
| LL-Strereo2 |  | 5.54 256 | 2.17 434 | 9.12 361 | 5.65 330 | 2.54 325 | 6.48 277 | 2.27 270 | 15.08 279 | 7.79 214 | 10.99 267 | 10.26 226 | 15.94 383 | 3.50 149 | 13.25 397 | 3.63 274 | 0.00 1 | 0.13 367 | 1.34 566 | 0.10 355 | 0.30 291 | 0.19 266 |
|
| iGMRVC |  | 5.54 256 | 1.74 346 | 9.01 352 | 5.09 279 | 0.42 51 | 5.66 224 | 1.81 225 | 12.61 232 | 7.02 196 | 12.52 284 | 18.11 313 | 13.02 332 | 6.64 299 | 11.57 307 | 4.16 306 | 0.82 528 | 0.09 298 | 0.09 357 | 0.00 1 | 0.22 223 | 0.21 282 |
|
| Gwc-CoAtRS |  | 5.54 256 | 1.22 173 | 8.40 316 | 4.28 220 | 1.36 219 | 6.93 295 | 1.31 125 | 15.48 290 | 15.03 315 | 12.62 295 | 13.32 266 | 12.74 325 | 5.71 259 | 8.61 169 | 2.98 241 | 0.01 136 | 0.22 443 | 0.00 1 | 0.29 466 | 0.28 274 | 0.07 121 |
|
| test_3 |  | 5.55 259 | 1.02 117 | 8.07 300 | 6.18 384 | 0.54 78 | 9.00 331 | 3.28 320 | 13.55 251 | 18.66 370 | 11.97 274 | 8.89 199 | 13.98 353 | 4.05 168 | 8.96 193 | 2.10 183 | 0.00 1 | 0.05 180 | 0.00 1 | 0.31 478 | 0.26 260 | 0.18 252 |
|
| CFNet-RSSM |  | 5.55 259 | 1.08 136 | 8.60 330 | 4.30 225 | 1.21 195 | 6.42 276 | 1.25 119 | 16.12 307 | 17.84 359 | 13.12 306 | 11.14 242 | 11.84 308 | 5.52 248 | 9.14 202 | 2.35 201 | 0.01 136 | 0.20 425 | 0.00 1 | 0.36 494 | 0.34 327 | 0.07 121 |
|
| Patchmatch Stereo++ |  | 5.56 261 | 1.74 346 | 9.01 352 | 5.09 279 | 0.41 46 | 5.66 224 | 2.40 282 | 12.52 225 | 7.00 190 | 12.52 284 | 18.08 309 | 13.02 332 | 6.74 305 | 11.59 310 | 4.01 302 | 0.78 520 | 0.09 298 | 0.09 357 | 0.00 1 | 0.22 223 | 0.22 290 |
| Wenjia Ren, Qingmin Liao, Zhijing Shao, Xiangru Lin, Xin Yue, Yu Zhang, Zongqing Lu: Patchmatch Stereo++: Patchmatch Binocular Stereo with Continuous Disparity Optimization. ACM MM 2023 |
| iRAFT |  | 5.56 261 | 1.74 346 | 9.01 352 | 5.09 279 | 0.41 46 | 5.66 224 | 2.40 282 | 12.52 225 | 7.00 190 | 12.52 284 | 18.08 309 | 13.02 332 | 6.74 305 | 11.59 310 | 4.01 302 | 0.78 520 | 0.09 298 | 0.09 357 | 0.00 1 | 0.22 223 | 0.22 290 |
|
| raftrobust |  | 5.56 261 | 1.42 238 | 6.00 199 | 7.04 437 | 5.11 479 | 4.90 162 | 1.88 233 | 17.13 321 | 13.72 301 | 11.87 272 | 11.58 248 | 7.82 246 | 9.21 360 | 10.28 237 | 2.92 237 | 0.02 209 | 0.05 180 | 0.00 1 | 0.00 1 | 0.22 223 | 0.11 171 |
|
| 1test111 |  | 5.59 264 | 2.00 404 | 4.99 126 | 5.89 353 | 0.26 10 | 10.85 363 | 5.38 394 | 20.20 372 | 11.88 270 | 6.95 220 | 10.01 214 | 4.49 165 | 9.78 374 | 11.09 277 | 7.45 390 | 0.00 1 | 0.05 180 | 0.00 1 | 0.04 266 | 0.25 249 | 0.20 271 |
|
| xyz-stereo-finetune2 |  | 5.60 265 | 1.64 325 | 5.87 192 | 2.44 47 | 0.32 24 | 15.39 457 | 1.90 237 | 10.59 194 | 5.28 148 | 10.58 261 | 17.82 306 | 7.37 242 | 8.93 355 | 14.86 436 | 8.46 425 | 0.01 136 | 0.02 86 | 0.08 345 | 0.14 379 | 0.23 238 | 0.04 67 |
|
| test-1 |  | 5.62 266 | 1.53 277 | 14.78 501 | 7.44 456 | 1.11 177 | 7.99 317 | 1.19 114 | 13.03 240 | 12.04 274 | 9.39 249 | 15.23 282 | 11.15 298 | 5.56 251 | 7.06 122 | 3.57 270 | 0.07 320 | 0.50 534 | 0.00 1 | 0.10 355 | 0.16 195 | 0.47 393 |
|
| DeepStereo_RVC |  | 5.65 267 | 1.65 327 | 9.06 358 | 5.21 303 | 0.56 82 | 5.55 213 | 1.84 229 | 12.16 215 | 7.22 200 | 13.94 321 | 14.96 278 | 12.58 321 | 10.27 383 | 11.25 292 | 5.81 360 | 0.39 452 | 0.10 317 | 0.11 389 | 0.00 1 | 0.18 208 | 0.22 290 |
|
| MM-Stereo_test3 |  | 5.71 268 | 1.22 173 | 5.59 180 | 5.84 350 | 5.43 500 | 4.74 147 | 6.54 444 | 19.30 361 | 23.72 431 | 8.53 239 | 11.36 245 | 7.15 233 | 2.84 125 | 8.62 171 | 2.51 212 | 0.05 289 | 0.07 245 | 0.00 1 | 0.00 1 | 0.45 367 | 0.17 242 |
|
| EKT-Stereo |  | 5.73 269 | 1.42 238 | 7.85 284 | 7.16 445 | 5.35 496 | 5.22 188 | 4.41 367 | 18.13 341 | 14.05 303 | 8.77 243 | 12.85 263 | 9.55 272 | 4.26 178 | 11.19 288 | 2.45 209 | 0.45 466 | 0.23 451 | 0.07 334 | 0.10 355 | 0.16 195 | 0.87 468 |
|
| NRIStereo |  | 5.73 269 | 1.67 332 | 8.42 318 | 5.72 341 | 0.41 46 | 6.71 288 | 2.60 294 | 14.73 275 | 10.71 260 | 12.39 281 | 15.07 279 | 11.58 302 | 6.23 281 | 12.06 336 | 4.78 325 | 0.61 499 | 0.17 404 | 0.11 389 | 0.00 1 | 0.28 274 | 0.27 324 |
|
| rvit_0105_6 |  | 5.74 271 | 2.76 467 | 14.29 492 | 9.83 528 | 1.73 254 | 5.18 186 | 5.24 389 | 10.21 182 | 20.31 385 | 6.26 209 | 6.78 170 | 10.10 282 | 6.43 292 | 11.20 290 | 3.33 265 | 0.18 366 | 0.29 482 | 0.00 1 | 0.00 1 | 0.51 399 | 0.14 205 |
|
| RAFT-Test |  | 5.75 272 | 1.32 211 | 6.77 234 | 4.07 192 | 1.71 252 | 9.95 342 | 1.56 164 | 15.78 300 | 8.34 228 | 12.73 298 | 23.83 398 | 11.80 306 | 4.69 209 | 8.99 195 | 2.57 215 | 0.01 136 | 0.29 482 | 0.00 1 | 0.38 501 | 0.16 195 | 0.07 121 |
|
| Selective-RAFT |  | 5.78 273 | 0.83 58 | 10.24 415 | 6.70 420 | 0.72 126 | 15.49 462 | 1.13 111 | 13.82 264 | 15.41 324 | 6.97 224 | 6.97 178 | 11.63 303 | 8.27 342 | 12.32 351 | 4.73 323 | 0.10 332 | 0.01 32 | 0.00 1 | 0.26 453 | 0.07 99 | 0.03 42 |
|
| 11t1 |  | 5.86 274 | 1.10 144 | 7.74 282 | 5.18 297 | 1.44 222 | 13.82 423 | 2.36 274 | 14.92 278 | 7.26 203 | 12.98 304 | 11.10 241 | 11.24 299 | 9.30 362 | 11.59 310 | 6.54 372 | 0.10 332 | 0.16 400 | 0.00 1 | 0.01 180 | 0.18 208 | 0.23 300 |
|
| s12784h |  | 5.87 275 | 0.88 79 | 4.11 83 | 3.01 104 | 0.51 72 | 18.49 513 | 0.98 101 | 18.89 355 | 17.60 356 | 12.52 284 | 12.46 259 | 7.87 248 | 5.01 230 | 11.05 275 | 3.13 256 | 0.73 515 | 0.01 32 | 0.04 292 | 0.00 1 | 0.07 99 | 0.01 4 |
|
| H2IRNET |  | 5.89 276 | 1.14 154 | 6.65 223 | 4.13 200 | 2.24 305 | 4.15 92 | 0.73 78 | 12.10 214 | 13.21 293 | 7.09 225 | 20.45 350 | 15.74 379 | 10.74 388 | 10.36 240 | 7.84 406 | 0.06 309 | 0.00 1 | 0.07 334 | 0.53 531 | 0.37 340 | 0.16 233 |
|
| anonymousdsp2 |  | 5.93 277 | 1.54 282 | 8.34 310 | 4.43 233 | 0.38 41 | 9.24 337 | 4.11 355 | 21.92 400 | 17.36 351 | 12.28 279 | 10.08 221 | 10.05 279 | 4.42 183 | 11.04 274 | 2.54 214 | 0.01 136 | 0.02 86 | 0.30 479 | 0.18 398 | 0.21 220 | 0.18 252 |
|
| GMStereo |   | 5.94 278 | 3.84 508 | 10.86 431 | 5.13 289 | 0.71 117 | 7.27 303 | 2.66 299 | 12.38 219 | 25.14 448 | 12.01 276 | 10.66 231 | 5.12 181 | 3.46 145 | 11.39 298 | 6.16 368 | 0.45 466 | 0.02 86 | 0.05 303 | 0.31 478 | 0.86 473 | 0.25 314 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| RALCasStereoNet |  | 5.95 279 | 2.02 414 | 7.09 250 | 7.06 438 | 5.10 478 | 6.36 274 | 5.44 400 | 13.97 265 | 13.25 295 | 9.93 253 | 17.45 302 | 10.37 285 | 3.89 161 | 11.64 315 | 4.24 310 | 0.02 209 | 0.46 525 | 0.10 376 | 0.00 1 | 0.20 216 | 0.31 345 |
|
| GMOStereo |  | 5.97 280 | 1.55 285 | 7.18 251 | 5.17 292 | 0.71 117 | 5.54 209 | 2.21 261 | 10.54 190 | 12.86 284 | 18.29 431 | 22.01 376 | 17.06 399 | 6.27 283 | 6.62 109 | 2.43 204 | 0.00 1 | 0.23 451 | 0.12 393 | 0.00 1 | 0.46 371 | 0.10 154 |
|
| error version |  | 5.97 280 | 1.55 285 | 7.18 251 | 5.17 292 | 0.71 117 | 5.54 209 | 2.21 261 | 10.54 190 | 12.86 284 | 18.29 431 | 22.01 376 | 17.06 399 | 6.27 283 | 6.62 109 | 2.43 204 | 0.00 1 | 0.23 451 | 0.12 393 | 0.00 1 | 0.46 371 | 0.10 154 |
|
| test-v |  | 5.97 280 | 1.55 285 | 7.18 251 | 5.17 292 | 0.71 117 | 5.54 209 | 2.21 261 | 10.54 190 | 12.86 284 | 18.29 431 | 22.01 376 | 17.06 399 | 6.27 283 | 6.62 109 | 2.43 204 | 0.00 1 | 0.23 451 | 0.12 393 | 0.00 1 | 0.46 371 | 0.10 154 |
|
| test-2 |  | 5.97 280 | 1.55 285 | 7.18 251 | 5.17 292 | 0.71 117 | 5.54 209 | 2.21 261 | 10.54 190 | 12.86 284 | 18.29 431 | 22.01 376 | 17.06 399 | 6.27 283 | 6.62 109 | 2.43 204 | 0.00 1 | 0.23 451 | 0.12 393 | 0.00 1 | 0.46 371 | 0.10 154 |
|
| xx1 |  | 5.99 284 | 2.00 404 | 4.99 126 | 5.89 353 | 0.26 10 | 10.85 363 | 5.38 394 | 17.84 332 | 15.48 326 | 6.95 220 | 10.01 214 | 16.02 386 | 11.15 400 | 10.79 259 | 1.59 128 | 0.00 1 | 0.05 180 | 0.02 250 | 0.05 294 | 0.25 249 | 0.20 271 |
|
| rafts_anoy |  | 6.02 285 | 1.67 332 | 6.27 214 | 6.53 406 | 4.98 469 | 5.30 194 | 2.53 289 | 13.77 261 | 21.01 393 | 12.70 297 | 16.23 293 | 8.56 259 | 5.65 257 | 9.09 200 | 5.22 343 | 0.04 264 | 0.31 489 | 0.09 357 | 0.03 243 | 0.25 249 | 0.17 242 |
|
| TestStereo |  | 6.02 285 | 2.55 459 | 7.33 263 | 5.57 326 | 1.68 251 | 6.05 260 | 1.78 218 | 13.73 258 | 16.40 341 | 10.87 266 | 23.79 397 | 9.00 263 | 5.63 256 | 11.26 293 | 3.96 297 | 0.09 326 | 0.01 32 | 0.00 1 | 0.00 1 | 0.69 446 | 0.01 4 |
|
| Any-RAFT |  | 6.04 287 | 1.16 159 | 4.52 102 | 4.47 234 | 1.20 193 | 10.46 350 | 1.97 247 | 21.84 395 | 15.52 328 | 11.21 269 | 19.37 329 | 13.34 341 | 4.72 216 | 8.65 175 | 2.03 173 | 0.01 136 | 0.19 419 | 0.00 1 | 0.00 1 | 0.04 58 | 0.08 136 |
|
| iRaft-Stereo_20w |  | 6.06 288 | 1.84 378 | 12.04 451 | 4.23 210 | 1.67 248 | 6.77 292 | 2.22 265 | 18.73 350 | 6.08 169 | 14.72 335 | 10.33 227 | 13.42 346 | 8.14 340 | 15.88 458 | 3.08 253 | 0.01 136 | 0.24 462 | 0.13 405 | 0.39 504 | 0.61 429 | 0.71 445 |
|
| DCRE |  | 6.07 289 | 1.75 355 | 8.41 317 | 7.20 446 | 3.82 397 | 6.48 277 | 4.18 362 | 15.52 292 | 10.42 255 | 9.24 247 | 22.47 386 | 11.71 305 | 5.46 245 | 10.62 250 | 3.02 245 | 0.02 209 | 0.26 473 | 0.05 303 | 0.30 473 | 0.15 187 | 0.24 307 |
|
| XX-Stereo |  | 6.14 290 | 1.47 253 | 9.11 360 | 11.87 576 | 6.76 548 | 3.27 59 | 0.93 96 | 15.13 281 | 5.43 153 | 8.79 245 | 28.46 452 | 13.71 350 | 2.22 98 | 11.51 303 | 2.07 177 | 0.20 378 | 0.24 462 | 0.08 345 | 0.29 466 | 1.04 486 | 0.13 195 |
|
| AFF-stereo |  | 6.17 291 | 1.61 313 | 7.02 247 | 4.08 194 | 0.64 99 | 3.53 73 | 0.76 80 | 16.00 305 | 13.14 291 | 12.86 299 | 25.42 414 | 15.67 378 | 7.86 333 | 11.12 280 | 3.21 261 | 0.02 209 | 0.06 217 | 0.00 1 | 0.00 1 | 0.40 354 | 0.08 136 |
|
| knoymous |  | 6.19 292 | 1.49 264 | 4.49 100 | 3.81 179 | 1.87 274 | 5.84 240 | 5.76 408 | 14.51 269 | 14.18 306 | 13.31 312 | 21.59 372 | 12.64 322 | 6.49 295 | 12.41 356 | 4.03 304 | 0.12 342 | 0.13 367 | 0.12 393 | 0.00 1 | 0.71 451 | 0.35 360 |
|
| TRStereo |  | 6.22 293 | 6.09 548 | 11.30 436 | 9.19 507 | 7.41 566 | 4.75 149 | 1.74 204 | 19.70 364 | 11.74 268 | 10.61 262 | 8.65 194 | 10.67 288 | 3.22 134 | 13.81 413 | 3.60 273 | 0.31 427 | 0.23 451 | 0.12 393 | 0.36 494 | 0.48 381 | 0.38 367 |
|
| AnonymousM |  | 6.33 294 | 11.42 598 | 3.06 22 | 3.93 187 | 1.49 229 | 4.54 121 | 3.29 322 | 11.00 201 | 7.70 212 | 16.52 387 | 9.38 209 | 9.07 264 | 3.97 164 | 7.10 123 | 3.01 242 | 0.43 462 | 0.07 245 | 22.69 642 | 7.67 628 | 0.06 78 | 0.21 282 |
|
| AIO-test1 |  | 6.38 295 | 1.41 237 | 5.70 184 | 9.77 524 | 5.61 507 | 9.09 333 | 1.79 219 | 21.63 393 | 20.69 389 | 6.75 214 | 17.68 304 | 8.19 254 | 4.99 228 | 10.38 241 | 3.16 257 | 0.01 136 | 0.01 32 | 0.00 1 | 0.13 373 | 0.28 274 | 0.26 318 |
|
| MyStereo06 |  | 6.40 296 | 1.76 361 | 13.15 466 | 6.19 385 | 4.40 439 | 7.09 299 | 9.95 510 | 16.68 315 | 6.98 189 | 12.91 300 | 10.76 238 | 17.84 420 | 5.71 259 | 9.97 230 | 3.39 268 | 0.06 309 | 0.10 317 | 0.02 250 | 0.04 266 | 0.73 456 | 0.29 334 |
|
| DCANet-4 |  | 6.41 297 | 1.02 117 | 9.66 388 | 3.41 134 | 0.68 106 | 4.73 142 | 1.70 186 | 17.70 328 | 24.33 441 | 15.10 346 | 20.25 344 | 6.45 217 | 8.65 347 | 8.47 164 | 5.31 347 | 0.01 136 | 0.04 143 | 0.00 1 | 0.00 1 | 0.09 126 | 0.63 427 |
|
| riskmin |  | 6.42 298 | 1.29 199 | 6.76 233 | 3.95 188 | 2.25 306 | 10.49 351 | 2.53 289 | 15.11 280 | 17.60 356 | 9.77 252 | 12.91 264 | 15.25 374 | 12.04 425 | 11.58 308 | 5.11 339 | 0.14 348 | 0.24 462 | 0.13 405 | 0.03 243 | 0.61 429 | 0.69 440 |
|
| DisPM |  | 6.43 299 | 1.31 207 | 8.36 312 | 6.61 415 | 1.06 171 | 5.83 238 | 3.82 348 | 13.04 241 | 11.63 267 | 16.38 382 | 23.88 400 | 12.80 326 | 6.50 296 | 13.03 391 | 3.04 247 | 0.51 481 | 0.01 32 | 0.08 345 | 0.15 388 | 0.10 149 | 0.42 380 |
|
| Lsterematch |  | 6.44 300 | 1.75 355 | 6.90 241 | 3.57 158 | 0.63 97 | 8.44 326 | 1.54 158 | 12.51 224 | 16.89 344 | 16.22 377 | 25.52 416 | 9.64 274 | 4.42 183 | 12.06 336 | 7.98 411 | 0.00 1 | 0.04 143 | 0.00 1 | 0.00 1 | 0.29 282 | 0.31 345 |
|
| DCANet |  | 6.46 301 | 1.59 304 | 7.28 258 | 3.51 149 | 0.68 106 | 4.77 155 | 1.75 207 | 15.33 286 | 23.62 426 | 15.55 361 | 20.73 357 | 7.31 239 | 11.56 415 | 8.83 187 | 5.26 345 | 0.00 1 | 0.05 180 | 0.00 1 | 0.00 1 | 0.26 260 | 1.11 492 |
|
| RALAANet |  | 6.49 302 | 2.49 456 | 9.69 393 | 7.09 439 | 4.98 469 | 6.23 265 | 1.68 182 | 19.90 369 | 14.26 307 | 15.04 345 | 14.56 272 | 12.69 324 | 4.38 181 | 12.91 381 | 3.07 250 | 0.02 209 | 0.07 245 | 0.00 1 | 0.10 355 | 0.51 399 | 0.15 225 |
|
| Pruner-Stereo |  | 6.59 303 | 1.51 271 | 8.71 334 | 6.34 394 | 0.85 146 | 5.66 224 | 4.15 358 | 13.74 259 | 11.02 261 | 18.11 426 | 22.09 381 | 15.86 382 | 5.80 262 | 11.75 321 | 5.15 341 | 0.60 495 | 0.02 86 | 0.18 431 | 0.10 355 | 0.07 99 | 0.16 233 |
|
| sAnonymous2 |  | 6.59 303 | 6.21 550 | 19.05 545 | 8.91 497 | 5.27 490 | 4.58 126 | 6.69 450 | 15.56 293 | 11.12 264 | 4.86 183 | 8.71 197 | 3.81 147 | 7.93 334 | 7.38 131 | 2.89 233 | 0.09 326 | 0.07 245 | 0.05 303 | 0.28 463 | 11.25 623 | 7.10 610 |
|
| CroCo_RVC |  | 6.59 303 | 6.21 550 | 19.05 545 | 8.91 497 | 5.27 490 | 4.58 126 | 6.69 450 | 15.56 293 | 11.12 264 | 4.86 183 | 8.71 197 | 3.81 147 | 7.93 334 | 7.38 131 | 2.89 233 | 0.09 326 | 0.07 245 | 0.05 303 | 0.28 463 | 11.25 623 | 7.10 610 |
|
| SST-Stereo |  | 6.60 306 | 1.46 251 | 8.37 313 | 6.68 418 | 0.77 134 | 6.01 255 | 1.93 241 | 14.68 274 | 9.24 242 | 19.09 449 | 20.43 349 | 16.86 397 | 8.59 346 | 13.49 403 | 3.80 287 | 0.22 389 | 0.05 180 | 0.13 405 | 0.00 1 | 0.08 116 | 0.05 92 |
|
| PSM-softLoss |  | 6.61 307 | 1.60 308 | 9.42 376 | 6.48 401 | 0.88 150 | 5.65 219 | 2.04 253 | 22.64 405 | 8.77 232 | 13.95 322 | 22.11 383 | 13.01 330 | 5.22 239 | 12.73 372 | 6.05 363 | 0.49 475 | 0.06 217 | 0.27 464 | 0.56 534 | 0.16 195 | 0.06 106 |
|
| KMStereo |  | 6.61 307 | 1.60 308 | 9.42 376 | 6.48 401 | 0.88 150 | 5.65 219 | 2.04 253 | 22.64 405 | 8.77 232 | 13.95 322 | 22.11 383 | 13.01 330 | 5.22 239 | 12.73 372 | 6.05 363 | 0.49 475 | 0.06 217 | 0.27 464 | 0.56 534 | 0.16 195 | 0.06 106 |
|
| ADStereo(finetuned) |  | 6.68 309 | 1.59 304 | 9.70 394 | 3.49 145 | 0.68 106 | 4.79 156 | 1.75 207 | 15.33 286 | 23.64 427 | 15.56 362 | 20.68 352 | 7.30 238 | 13.85 462 | 8.71 178 | 5.17 342 | 0.00 1 | 0.05 180 | 0.00 1 | 0.00 1 | 0.25 249 | 1.05 487 |
|
| PFNet+ |  | 6.68 309 | 1.40 233 | 9.60 382 | 5.64 329 | 0.85 146 | 5.79 237 | 1.74 204 | 13.63 253 | 15.30 321 | 17.88 419 | 21.38 369 | 14.52 361 | 6.07 272 | 12.74 374 | 4.89 333 | 0.63 503 | 0.20 425 | 0.11 389 | 0.30 473 | 0.05 71 | 0.91 474 |
|
| rvit_0105_4 |  | 6.69 311 | 2.81 469 | 15.46 505 | 10.22 540 | 1.58 237 | 5.99 251 | 5.81 409 | 13.77 261 | 23.65 428 | 7.16 226 | 9.46 210 | 12.64 322 | 7.78 331 | 12.03 329 | 3.83 289 | 0.19 370 | 0.47 527 | 0.00 1 | 0.01 180 | 0.60 427 | 0.37 364 |
|
| raft+_RVC |  | 6.69 311 | 1.61 313 | 5.57 176 | 6.37 395 | 4.62 454 | 6.51 280 | 6.18 427 | 20.39 379 | 23.38 423 | 10.62 264 | 17.82 306 | 9.89 277 | 5.65 257 | 10.70 254 | 3.67 279 | 0.00 1 | 0.14 384 | 0.00 1 | 0.00 1 | 0.34 327 | 0.27 324 |
|
| NF-Stereo |  | 6.72 313 | 1.59 304 | 8.93 340 | 6.60 413 | 0.73 131 | 6.27 269 | 3.38 329 | 20.21 378 | 18.01 362 | 13.22 311 | 19.46 333 | 11.82 307 | 6.16 277 | 12.39 355 | 4.74 324 | 0.33 430 | 0.06 217 | 0.20 442 | 0.23 432 | 0.08 116 | 0.05 92 |
|
| RE-Stereo |  | 6.73 314 | 1.58 301 | 8.94 342 | 6.59 410 | 0.71 117 | 6.27 269 | 3.51 334 | 20.20 372 | 17.99 360 | 13.21 308 | 19.46 333 | 11.94 311 | 6.20 279 | 12.34 352 | 4.79 328 | 0.34 434 | 0.05 180 | 0.20 442 | 0.23 432 | 0.09 126 | 0.05 92 |
|
| TVStereo |  | 6.73 314 | 1.58 301 | 8.94 342 | 6.59 410 | 0.71 117 | 6.27 269 | 3.51 334 | 20.20 372 | 17.99 360 | 13.21 308 | 19.46 333 | 11.94 311 | 6.20 279 | 12.34 352 | 4.79 328 | 0.34 434 | 0.05 180 | 0.20 442 | 0.23 432 | 0.09 126 | 0.05 92 |
|
| OCTAStereo |  | 6.74 316 | 1.59 304 | 8.96 347 | 6.60 413 | 0.72 126 | 6.25 266 | 3.50 332 | 20.20 372 | 18.03 363 | 13.21 308 | 19.45 331 | 12.07 319 | 6.16 277 | 12.36 354 | 4.78 325 | 0.35 437 | 0.06 217 | 0.20 442 | 0.23 432 | 0.09 126 | 0.05 92 |
|
| DIP-Stereo |  | 6.74 316 | 1.93 394 | 10.02 411 | 4.28 220 | 1.64 245 | 13.54 417 | 1.52 154 | 15.16 282 | 6.63 180 | 14.30 330 | 26.81 433 | 10.90 291 | 5.19 238 | 14.78 435 | 7.56 394 | 0.00 1 | 0.06 217 | 0.05 303 | 0.00 1 | 0.17 205 | 0.17 242 |
| Zihua Zheng, Ni Nie, Zhi Ling, Pengfei Xiong, Jiangyu Liu, Hao Wang, Jiankun Li: DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow. cvpr2022 |
| MIPNet |  | 6.75 318 | 1.67 332 | 12.34 453 | 4.67 247 | 1.47 224 | 10.01 343 | 2.24 267 | 26.43 450 | 17.22 347 | 14.72 335 | 12.75 260 | 7.02 231 | 9.68 372 | 8.44 163 | 5.26 345 | 0.01 136 | 0.04 143 | 0.05 303 | 0.09 343 | 0.35 331 | 0.55 412 |
|
| RAFT-345 |  | 6.79 319 | 1.29 199 | 6.80 236 | 5.06 275 | 0.91 155 | 5.61 216 | 3.32 328 | 13.36 248 | 10.17 253 | 13.73 318 | 43.66 601 | 9.12 266 | 5.38 244 | 12.29 350 | 4.44 315 | 0.32 428 | 0.05 180 | 0.09 357 | 0.06 313 | 0.06 78 | 0.03 42 |
|
| x |  | 6.80 320 | 1.36 222 | 6.94 243 | 4.58 243 | 1.88 275 | 10.78 360 | 4.55 372 | 19.79 367 | 10.62 257 | 12.69 296 | 19.54 336 | 14.87 367 | 10.11 380 | 9.52 211 | 8.03 415 | 0.07 320 | 0.15 391 | 0.04 292 | 0.04 266 | 0.24 244 | 0.22 290 |
|
| PAM_32 |  | 6.82 321 | 1.73 343 | 14.16 487 | 5.34 315 | 1.47 224 | 13.84 424 | 0.88 92 | 14.75 276 | 6.34 174 | 14.22 328 | 9.14 204 | 24.94 504 | 11.87 421 | 12.50 363 | 2.79 229 | 0.14 348 | 0.27 477 | 0.09 357 | 0.42 511 | 0.54 408 | 0.89 470 |
|
| fff |  | 6.83 322 | 1.55 285 | 7.28 258 | 3.56 152 | 0.32 24 | 4.73 142 | 1.70 186 | 15.75 297 | 31.87 510 | 15.11 347 | 20.25 344 | 6.90 227 | 12.80 441 | 8.63 172 | 5.33 348 | 0.01 136 | 0.04 143 | 0.00 1 | 0.00 1 | 0.09 126 | 0.63 427 |
|
| csc |  | 6.83 322 | 1.55 285 | 7.28 258 | 3.56 152 | 0.32 24 | 4.73 142 | 1.70 186 | 15.75 297 | 31.87 510 | 15.11 347 | 20.25 344 | 6.90 227 | 12.80 441 | 8.63 172 | 5.33 348 | 0.01 136 | 0.04 143 | 0.00 1 | 0.00 1 | 0.09 126 | 0.63 427 |
|
| cscssc |  | 6.83 322 | 1.55 285 | 7.28 258 | 3.56 152 | 0.32 24 | 4.73 142 | 1.70 186 | 15.75 297 | 31.87 510 | 15.11 347 | 20.25 344 | 6.90 227 | 12.80 441 | 8.63 172 | 5.33 348 | 0.01 136 | 0.04 143 | 0.00 1 | 0.00 1 | 0.09 126 | 0.63 427 |
|
| Hybrid-DGEV-03 |  | 6.90 325 | 1.58 301 | 5.75 186 | 6.11 380 | 1.20 193 | 11.62 378 | 2.60 294 | 13.70 256 | 14.15 305 | 16.58 389 | 29.44 465 | 14.00 354 | 5.86 264 | 10.87 268 | 3.69 280 | 0.00 1 | 0.07 245 | 0.13 405 | 0.00 1 | 0.35 331 | 0.28 329 |
|
| UGAM-zero |  | 6.91 326 | 1.47 253 | 13.65 478 | 4.24 211 | 1.67 248 | 5.51 206 | 0.72 77 | 17.44 324 | 6.74 182 | 14.56 331 | 15.84 288 | 24.16 492 | 14.20 471 | 12.79 375 | 3.96 297 | 0.00 1 | 0.22 443 | 0.02 250 | 0.58 536 | 0.14 179 | 0.27 324 |
|
| RAFT_R40 |  | 6.91 326 | 1.53 277 | 8.45 321 | 6.79 426 | 0.77 134 | 5.86 244 | 3.82 348 | 14.85 277 | 14.53 311 | 18.05 425 | 20.03 341 | 17.06 399 | 8.69 348 | 13.40 400 | 3.84 291 | 0.14 348 | 0.02 86 | 0.14 410 | 0.00 1 | 0.09 126 | 0.05 92 |
|
| OMP-Stereo |  | 6.93 328 | 2.57 461 | 9.03 356 | 10.63 549 | 1.72 253 | 4.89 160 | 1.91 238 | 17.84 332 | 15.56 329 | 16.69 393 | 14.16 270 | 17.70 417 | 7.33 321 | 12.93 382 | 4.83 331 | 0.24 403 | 0.03 123 | 0.06 323 | 0.02 220 | 0.19 212 | 0.39 370 |
|
| PAM |  | 6.94 329 | 1.65 327 | 14.88 502 | 5.38 317 | 1.98 286 | 14.76 446 | 1.28 121 | 14.54 270 | 6.77 183 | 15.52 359 | 9.10 202 | 24.15 491 | 11.60 417 | 12.46 360 | 2.33 199 | 0.04 264 | 0.28 481 | 0.07 334 | 0.42 511 | 0.57 420 | 0.99 482 |
|
| qqq |  | 6.96 330 | 1.40 233 | 8.15 304 | 4.50 235 | 1.03 164 | 8.55 327 | 6.93 460 | 20.20 372 | 11.88 270 | 12.00 275 | 18.19 316 | 16.02 386 | 11.15 400 | 11.09 277 | 7.45 390 | 0.06 309 | 0.13 367 | 0.02 250 | 0.05 294 | 0.25 249 | 0.20 271 |
|
| AIO-test2 |  | 7.01 331 | 2.23 441 | 6.87 238 | 8.42 489 | 5.28 492 | 9.03 332 | 5.32 391 | 25.92 443 | 23.54 424 | 6.78 216 | 20.55 351 | 5.25 187 | 3.58 154 | 9.56 213 | 2.50 211 | 3.96 600 | 0.04 143 | 0.03 270 | 0.47 523 | 0.56 418 | 0.33 351 |
|
| MIM_Stereo |  | 7.02 332 | 1.55 285 | 10.78 428 | 4.17 202 | 0.58 85 | 5.25 191 | 1.32 128 | 19.03 356 | 12.59 283 | 16.74 395 | 28.83 455 | 13.20 338 | 5.53 249 | 12.89 379 | 7.11 382 | 0.00 1 | 0.23 451 | 0.00 1 | 0.01 180 | 0.38 346 | 0.28 329 |
|
| R-Stereo Train |  | 7.04 333 | 1.34 218 | 7.89 287 | 6.23 387 | 2.30 309 | 7.51 307 | 5.54 402 | 23.96 417 | 6.94 187 | 16.26 379 | 33.57 534 | 12.04 316 | 5.61 252 | 7.67 138 | 3.74 282 | 0.01 136 | 0.05 180 | 0.01 225 | 0.00 1 | 0.10 149 | 0.12 180 |
|
| RAFT-Stereo |   | 7.04 333 | 1.34 218 | 7.89 287 | 6.23 387 | 2.30 309 | 7.51 307 | 5.54 402 | 23.96 417 | 6.94 187 | 16.26 379 | 33.57 534 | 12.04 316 | 5.61 252 | 7.67 138 | 3.74 282 | 0.01 136 | 0.05 180 | 0.01 225 | 0.00 1 | 0.10 149 | 0.12 180 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| ACRE |  | 7.07 335 | 2.38 448 | 13.26 467 | 7.36 451 | 4.86 460 | 10.28 346 | 4.40 365 | 15.51 291 | 13.69 300 | 17.22 405 | 19.23 328 | 8.00 251 | 4.20 175 | 10.64 251 | 8.50 426 | 0.33 430 | 0.32 492 | 0.03 270 | 0.14 379 | 0.37 340 | 0.77 455 |
|
| MyStereo8 |  | 7.13 336 | 2.48 454 | 10.86 431 | 6.81 428 | 4.98 469 | 10.73 357 | 1.42 138 | 14.58 272 | 9.73 246 | 15.75 364 | 23.16 392 | 12.17 320 | 7.96 337 | 9.85 224 | 10.21 455 | 0.04 264 | 0.19 419 | 0.08 345 | 0.21 420 | 0.58 424 | 0.82 459 |
|
| IPLGR |  | 7.14 337 | 1.31 207 | 13.14 465 | 4.24 211 | 1.15 188 | 9.78 341 | 0.98 101 | 23.98 419 | 21.70 406 | 16.22 377 | 18.43 317 | 8.45 258 | 7.66 325 | 9.26 206 | 5.45 353 | 0.21 383 | 0.05 180 | 0.04 292 | 0.06 313 | 0.32 313 | 0.38 367 |
|
| CIPLG |  | 7.15 338 | 2.44 451 | 12.82 460 | 7.38 452 | 4.93 464 | 10.51 352 | 4.56 373 | 15.17 283 | 13.25 295 | 17.45 410 | 19.75 337 | 8.42 257 | 4.60 205 | 11.41 299 | 8.31 421 | 0.33 430 | 0.32 492 | 0.03 270 | 0.14 379 | 0.37 340 | 0.72 447 |
|
| AIO-Stereo-zeroshot |   | 7.16 339 | 3.12 486 | 14.04 485 | 4.74 250 | 6.89 555 | 6.58 284 | 0.68 72 | 21.97 401 | 9.36 245 | 10.84 265 | 17.38 300 | 17.36 413 | 9.24 361 | 12.45 359 | 4.44 315 | 0.04 264 | 0.24 462 | 0.10 376 | 1.00 564 | 1.36 508 | 1.43 511 |
|
| IPLGR_C |  | 7.16 339 | 2.48 454 | 12.98 463 | 7.52 461 | 4.91 463 | 10.56 353 | 4.59 375 | 15.63 296 | 14.12 304 | 17.42 408 | 18.87 324 | 8.00 251 | 4.59 204 | 10.76 258 | 8.81 430 | 0.32 428 | 0.32 492 | 0.03 270 | 0.13 373 | 0.36 333 | 0.76 452 |
|
| IPLG |  | 7.20 341 | 1.43 242 | 12.55 457 | 5.17 292 | 4.32 434 | 11.11 372 | 1.48 142 | 21.79 394 | 15.10 317 | 19.16 450 | 20.23 343 | 5.26 188 | 5.61 252 | 11.68 316 | 8.14 417 | 0.05 289 | 0.06 217 | 0.03 270 | 0.07 324 | 0.33 321 | 0.50 402 |
|
| StereoVision |  | 7.21 342 | 2.17 434 | 9.29 369 | 9.43 511 | 3.91 403 | 5.09 182 | 1.91 238 | 20.04 370 | 17.37 352 | 8.57 240 | 29.59 468 | 11.08 295 | 6.76 309 | 12.44 357 | 4.71 322 | 0.54 485 | 0.05 180 | 0.16 424 | 0.03 243 | 0.82 469 | 0.30 337 |
|
| 111 |  | 7.26 343 | 1.65 327 | 7.28 258 | 3.56 152 | 0.32 24 | 10.76 358 | 3.53 337 | 20.55 381 | 27.51 474 | 10.07 255 | 16.62 296 | 14.30 356 | 9.53 370 | 12.02 328 | 5.87 361 | 0.14 348 | 0.01 32 | 0.00 1 | 0.00 1 | 0.31 303 | 1.14 496 |
|
| HHNet |  | 7.39 344 | 1.75 355 | 7.24 256 | 3.26 122 | 3.18 362 | 5.04 178 | 6.40 437 | 19.04 357 | 15.70 331 | 20.71 480 | 32.13 513 | 10.69 289 | 5.91 265 | 10.45 244 | 4.60 320 | 0.40 455 | 0.07 245 | 0.21 447 | 0.13 373 | 0.54 408 | 0.41 377 |
|
| ASMatch |  | 7.40 345 | 1.42 238 | 8.49 325 | 5.09 279 | 2.00 288 | 4.74 147 | 2.62 296 | 16.54 313 | 13.17 292 | 17.08 400 | 34.75 542 | 13.13 337 | 10.33 385 | 12.04 332 | 4.82 330 | 0.05 289 | 0.24 462 | 0.21 447 | 0.17 396 | 0.16 195 | 0.97 478 |
|
| IIG-Stereo |  | 7.41 346 | 2.13 432 | 8.55 327 | 10.02 534 | 1.76 258 | 6.82 293 | 1.53 156 | 17.17 322 | 15.84 335 | 18.74 444 | 20.30 348 | 18.01 424 | 8.39 344 | 12.89 379 | 5.22 343 | 0.27 416 | 0.03 123 | 0.03 270 | 0.00 1 | 0.16 195 | 0.30 337 |
|
| RAFT+CT+SA |  | 7.44 347 | 1.46 251 | 6.46 219 | 10.73 552 | 3.34 371 | 4.70 139 | 7.45 474 | 16.45 310 | 25.89 456 | 10.18 257 | 27.15 438 | 7.27 237 | 8.00 338 | 15.11 438 | 3.19 260 | 0.02 209 | 0.00 1 | 0.18 431 | 0.46 522 | 0.30 291 | 0.47 393 |
|
| LCNet |  | 7.52 348 | 1.23 178 | 5.35 151 | 6.42 399 | 1.29 201 | 9.27 338 | 5.64 405 | 17.85 334 | 10.63 258 | 16.54 388 | 24.54 405 | 14.85 366 | 11.29 404 | 11.74 320 | 3.88 292 | 0.02 209 | 0.02 86 | 0.22 451 | 2.04 590 | 0.90 480 | 6.76 603 |
|
| rvit_0105_5 |  | 7.60 349 | 3.13 487 | 16.37 519 | 9.97 533 | 1.59 239 | 7.41 305 | 6.27 429 | 17.78 331 | 25.62 453 | 10.30 258 | 10.39 228 | 14.79 365 | 8.95 356 | 12.51 364 | 4.87 332 | 0.17 363 | 0.42 512 | 0.00 1 | 0.11 365 | 0.62 432 | 0.71 445 |
|
| IGEV-BASED-STEREO- |  | 7.61 350 | 27.25 638 | 41.87 614 | 2.73 73 | 0.41 46 | 4.25 101 | 1.50 147 | 6.63 73 | 3.87 106 | 4.31 161 | 3.78 80 | 2.48 112 | 1.39 62 | 5.67 84 | 1.56 126 | 25.09 648 | 0.05 180 | 0.01 225 | 0.08 329 | 4.67 581 | 14.58 638 |
|
| TestStereo1 |  | 7.62 351 | 1.62 319 | 7.60 272 | 10.47 545 | 1.86 271 | 4.76 150 | 2.48 286 | 19.73 365 | 22.33 413 | 16.79 396 | 26.02 421 | 9.33 268 | 9.30 362 | 15.92 461 | 3.37 266 | 0.01 136 | 0.02 86 | 0.02 250 | 0.05 294 | 0.55 412 | 0.28 329 |
|
| SA-5K |  | 7.62 351 | 1.62 319 | 7.60 272 | 10.47 545 | 1.86 271 | 4.76 150 | 2.48 286 | 19.73 365 | 22.33 413 | 16.79 396 | 26.02 421 | 9.33 268 | 9.30 362 | 15.92 461 | 3.37 266 | 0.01 136 | 0.02 86 | 0.02 250 | 0.05 294 | 0.55 412 | 0.28 329 |
|
| Select-FE |  | 7.63 353 | 3.47 495 | 20.76 560 | 6.30 391 | 3.70 389 | 4.03 89 | 0.92 95 | 18.82 352 | 5.95 165 | 12.56 293 | 23.32 393 | 19.63 448 | 12.90 444 | 13.98 417 | 3.39 268 | 0.09 326 | 0.51 538 | 0.05 303 | 0.70 544 | 0.29 282 | 1.21 503 |
|
| FACV-RUCA |  | 7.66 354 | 1.94 395 | 9.40 375 | 7.72 470 | 6.03 528 | 12.99 407 | 3.10 317 | 19.47 362 | 18.51 368 | 12.27 277 | 18.43 317 | 8.28 255 | 10.16 381 | 11.38 297 | 5.62 355 | 0.36 439 | 0.62 551 | 4.36 601 | 0.30 473 | 1.72 522 | 0.55 412 |
|
| test_sample1 |  | 7.66 354 | 1.26 190 | 8.87 338 | 5.04 272 | 2.61 329 | 14.61 443 | 4.58 374 | 20.08 371 | 9.81 248 | 13.83 320 | 21.62 373 | 18.21 430 | 12.26 428 | 11.71 317 | 8.01 413 | 0.11 337 | 0.11 338 | 0.02 250 | 0.02 220 | 0.20 216 | 0.17 242 |
|
| mmm |  | 7.72 356 | 1.50 268 | 8.56 328 | 5.29 309 | 1.89 276 | 14.14 430 | 5.70 407 | 18.42 343 | 11.02 261 | 16.04 372 | 23.78 396 | 17.00 398 | 10.03 379 | 12.03 329 | 7.54 393 | 0.12 342 | 0.07 245 | 0.50 502 | 0.20 416 | 0.31 303 | 0.18 252 |
|
| RAFT-RH_RVC |  | 7.73 357 | 1.25 187 | 6.99 245 | 4.83 257 | 0.90 154 | 11.76 380 | 1.53 156 | 13.00 239 | 14.43 310 | 17.51 412 | 46.41 614 | 11.02 294 | 6.30 287 | 12.68 368 | 4.93 335 | 0.51 481 | 0.04 143 | 0.12 393 | 0.13 373 | 0.09 126 | 0.09 142 |
|
| AIO-Stereo-zeroshot1 |   | 7.76 358 | 3.78 504 | 19.59 548 | 5.04 272 | 10.79 607 | 5.87 246 | 1.85 230 | 19.52 363 | 7.33 205 | 14.18 325 | 21.16 365 | 16.50 392 | 5.97 270 | 13.73 412 | 3.79 286 | 0.04 264 | 0.17 404 | 0.04 292 | 1.30 577 | 2.45 540 | 2.15 543 |
|
| TransformOpticalFlow |  | 7.76 358 | 1.90 384 | 9.31 371 | 5.50 324 | 1.18 191 | 6.97 297 | 8.27 482 | 17.86 336 | 13.21 293 | 14.58 332 | 29.13 457 | 19.01 436 | 10.85 390 | 12.51 364 | 3.69 280 | 0.01 136 | 0.04 143 | 0.20 442 | 0.04 266 | 0.17 205 | 0.84 462 |
|
| HITNet |  | 7.83 360 | 2.93 477 | 8.39 314 | 4.76 254 | 1.48 227 | 12.75 403 | 4.64 376 | 20.97 383 | 14.37 309 | 15.14 351 | 22.15 385 | 14.57 362 | 10.62 386 | 14.38 426 | 8.14 417 | 0.04 264 | 0.01 32 | 0.48 499 | 0.02 220 | 0.57 420 | 0.10 154 |
| Vladimir Tankovich, Christian Häne, Yinda Zhang, Adarsh Kowdle, Sean Fanello, Sofien Bouaziz: HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching. CVPR 2021 |
| test_sample2 |  | 7.86 361 | 1.27 192 | 7.98 293 | 5.00 271 | 2.29 308 | 13.33 413 | 6.88 457 | 20.42 380 | 15.24 319 | 13.95 322 | 21.58 371 | 18.96 435 | 12.12 426 | 12.07 339 | 5.36 351 | 0.12 342 | 0.10 317 | 0.07 334 | 0.03 243 | 0.28 274 | 0.19 266 |
|
| PFNet |  | 7.91 362 | 1.44 248 | 11.60 442 | 7.03 435 | 2.42 317 | 7.60 313 | 6.03 422 | 23.36 414 | 17.24 349 | 20.29 472 | 17.67 303 | 15.44 377 | 7.71 328 | 13.02 390 | 5.71 358 | 0.24 403 | 0.20 425 | 0.12 393 | 0.19 411 | 0.31 303 | 0.61 425 |
|
| SA |  | 7.93 363 | 1.54 282 | 9.13 363 | 7.98 477 | 0.64 99 | 5.85 242 | 2.29 271 | 22.27 402 | 24.54 446 | 13.17 307 | 31.07 493 | 8.87 262 | 10.32 384 | 16.49 478 | 3.12 254 | 0.04 264 | 0.12 351 | 0.17 426 | 0.30 473 | 0.45 367 | 0.17 242 |
|
| AAGNet |  | 7.94 364 | 1.48 258 | 9.34 373 | 7.13 444 | 0.70 112 | 5.85 242 | 5.16 387 | 15.40 289 | 14.01 302 | 20.13 469 | 24.03 401 | 15.28 375 | 11.52 411 | 12.05 333 | 15.47 508 | 0.63 503 | 0.06 217 | 0.32 481 | 0.01 180 | 0.12 165 | 0.09 142 |
|
| FENet |  | 7.94 364 | 1.01 115 | 6.72 226 | 5.87 352 | 2.07 292 | 11.11 372 | 2.03 252 | 21.39 388 | 20.81 390 | 17.14 403 | 22.65 387 | 14.43 358 | 11.54 414 | 12.97 385 | 7.89 408 | 0.15 357 | 0.24 462 | 0.03 270 | 0.02 220 | 0.14 179 | 0.62 426 |
|
| dd |  | 7.96 366 | 4.08 512 | 11.49 441 | 6.53 406 | 0.93 158 | 8.28 324 | 4.03 354 | 16.53 312 | 33.82 529 | 15.17 353 | 16.50 295 | 6.79 224 | 5.96 269 | 14.30 423 | 9.90 446 | 1.13 552 | 0.42 512 | 0.17 426 | 0.44 518 | 2.01 533 | 0.79 456 |
|
| raft_robust |  | 7.97 367 | 2.26 443 | 6.75 230 | 5.83 348 | 0.72 126 | 5.57 214 | 0.84 88 | 33.59 549 | 34.21 535 | 18.17 427 | 19.88 340 | 6.50 218 | 5.62 255 | 15.33 441 | 2.83 232 | 0.03 246 | 0.23 451 | 0.00 1 | 0.37 498 | 0.32 313 | 0.39 370 |
|
| STrans-v2 |  | 7.98 368 | 1.84 378 | 9.42 376 | 4.84 260 | 1.48 227 | 12.23 392 | 10.05 515 | 19.06 358 | 12.32 279 | 13.63 317 | 26.06 425 | 18.13 429 | 12.35 431 | 12.99 387 | 3.99 300 | 0.01 136 | 0.01 32 | 0.18 431 | 0.01 180 | 0.22 223 | 0.83 460 |
|
| Prome-Stereo |  | 8.10 369 | 1.28 195 | 5.48 164 | 6.50 403 | 1.51 231 | 6.70 287 | 9.42 501 | 21.08 385 | 9.13 241 | 20.88 481 | 32.84 522 | 11.95 313 | 11.86 420 | 11.75 321 | 3.97 299 | 0.01 136 | 0.02 86 | 0.18 431 | 0.12 368 | 0.41 357 | 7.01 608 |
|
| IGEV_i1 |  | 8.11 370 | 1.53 277 | 9.99 406 | 5.80 344 | 1.15 188 | 16.03 470 | 7.19 469 | 19.82 368 | 15.30 321 | 16.39 383 | 17.38 300 | 17.95 423 | 8.38 343 | 14.44 427 | 7.44 388 | 0.25 409 | 0.19 419 | 1.08 552 | 1.12 571 | 0.26 260 | 0.54 410 |
|
| ffm |  | 8.12 371 | 1.43 242 | 9.67 389 | 5.70 336 | 3.44 374 | 11.96 386 | 6.35 431 | 18.45 344 | 16.31 338 | 15.83 367 | 31.44 501 | 17.22 408 | 10.87 392 | 10.82 264 | 1.61 131 | 0.00 1 | 0.05 180 | 0.80 530 | 0.08 329 | 0.26 260 | 0.14 205 |
|
| CASS |  | 8.15 372 | 1.67 332 | 7.68 278 | 8.25 486 | 1.52 232 | 14.39 435 | 2.72 300 | 22.65 407 | 17.23 348 | 15.42 357 | 22.68 388 | 13.47 347 | 11.87 421 | 12.44 357 | 6.07 366 | 0.96 541 | 0.05 180 | 0.12 393 | 0.01 180 | 0.71 451 | 3.14 566 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| Hybrid-DGEV-2 |  | 8.17 373 | 2.51 458 | 8.34 310 | 8.55 492 | 1.17 190 | 11.10 371 | 1.08 108 | 30.90 511 | 27.91 475 | 12.92 301 | 15.67 284 | 11.91 310 | 14.50 481 | 11.71 317 | 4.55 318 | 0.05 289 | 0.08 279 | 0.00 1 | 0.05 294 | 0.28 274 | 0.13 195 |
|
| DN-CSS_ROB |  | 8.17 373 | 2.59 463 | 14.14 486 | 6.11 380 | 3.22 365 | 6.31 272 | 3.53 337 | 22.92 411 | 20.59 388 | 16.66 391 | 30.05 476 | 9.31 267 | 7.95 336 | 13.49 403 | 4.78 325 | 0.72 511 | 0.00 1 | 0.45 496 | 0.00 1 | 0.54 408 | 0.09 142 |
|
| RAFT_CTSACE |  | 8.24 375 | 1.97 399 | 8.39 314 | 6.89 432 | 5.11 479 | 5.86 244 | 2.63 297 | 14.62 273 | 16.88 343 | 23.52 519 | 34.77 543 | 16.02 386 | 7.37 322 | 17.91 494 | 2.23 195 | 0.00 1 | 0.12 351 | 0.00 1 | 0.03 243 | 0.39 349 | 0.05 92 |
|
| HI |  | 8.30 376 | 2.00 404 | 6.75 230 | 4.58 243 | 5.15 482 | 4.16 93 | 0.50 58 | 17.99 338 | 9.24 242 | 25.03 533 | 28.22 448 | 20.23 451 | 12.47 434 | 17.93 495 | 11.49 472 | 0.00 1 | 0.10 317 | 0.00 1 | 0.05 294 | 0.08 116 | 0.05 92 |
|
| CoSv |  | 8.30 376 | 2.00 404 | 6.75 230 | 4.58 243 | 5.15 482 | 4.16 93 | 0.50 58 | 17.99 338 | 9.24 242 | 25.03 533 | 28.22 448 | 20.23 451 | 12.47 434 | 17.93 495 | 11.49 472 | 0.00 1 | 0.10 317 | 0.00 1 | 0.05 294 | 0.08 116 | 0.05 92 |
|
| GMM-Stereo |  | 8.34 378 | 1.09 142 | 6.42 216 | 6.14 383 | 2.52 322 | 10.30 348 | 9.64 506 | 23.44 415 | 10.64 259 | 17.84 417 | 29.89 472 | 17.37 414 | 7.75 330 | 11.55 305 | 4.36 312 | 0.05 289 | 0.01 32 | 0.23 455 | 0.90 553 | 0.46 371 | 6.26 597 |
|
| GANet-ADL |  | 8.36 379 | 2.31 446 | 8.44 320 | 7.39 454 | 2.65 335 | 12.58 399 | 5.24 389 | 29.55 493 | 25.24 449 | 14.19 327 | 16.70 298 | 17.07 404 | 6.91 313 | 10.65 252 | 6.26 369 | 0.38 443 | 0.39 504 | 0.10 376 | 0.12 368 | 0.75 462 | 0.28 329 |
|
| Sa-1000 |  | 8.38 380 | 1.50 268 | 8.13 302 | 7.56 463 | 0.89 152 | 14.39 435 | 2.47 285 | 24.31 425 | 23.74 432 | 15.18 354 | 28.35 451 | 11.42 301 | 8.85 353 | 16.20 473 | 3.28 264 | 0.17 363 | 0.23 451 | 0.15 417 | 0.23 432 | 0.46 371 | 0.19 266 |
|
| GwcNet-ADL |  | 8.48 381 | 1.70 340 | 9.38 374 | 7.10 441 | 2.78 344 | 6.74 291 | 6.57 447 | 30.15 498 | 26.01 460 | 15.15 352 | 17.77 305 | 13.93 352 | 6.96 314 | 12.96 384 | 9.91 447 | 0.48 474 | 0.72 558 | 0.01 225 | 0.01 180 | 0.51 399 | 0.84 462 |
|
| ARAFT |  | 8.50 382 | 3.19 488 | 16.58 521 | 5.52 325 | 0.91 155 | 12.13 391 | 11.20 538 | 17.19 323 | 18.28 367 | 18.40 438 | 16.33 294 | 17.10 405 | 8.58 345 | 18.56 501 | 5.00 336 | 0.11 337 | 0.04 143 | 0.00 1 | 0.00 1 | 0.55 412 | 0.25 314 |
|
| test_5 |  | 8.51 383 | 1.50 268 | 8.19 309 | 11.06 561 | 5.00 472 | 6.91 294 | 5.67 406 | 17.50 325 | 22.09 410 | 16.07 373 | 29.63 469 | 15.28 375 | 10.78 389 | 15.94 463 | 3.65 277 | 0.00 1 | 0.00 1 | 0.26 462 | 0.08 329 | 0.31 303 | 0.35 360 |
|
| RAFT |  | 8.51 383 | 2.16 433 | 8.93 340 | 8.14 481 | 0.81 142 | 12.63 400 | 8.49 488 | 16.34 308 | 15.56 329 | 22.31 502 | 18.99 326 | 19.29 443 | 11.39 409 | 17.57 490 | 6.05 363 | 0.01 136 | 0.19 419 | 0.27 464 | 0.02 220 | 0.64 439 | 0.45 390 |
|
| GES |  | 8.51 383 | 1.98 401 | 11.82 445 | 6.39 397 | 1.77 260 | 12.36 396 | 6.22 428 | 21.55 390 | 21.34 400 | 19.02 448 | 26.02 421 | 8.79 260 | 9.34 365 | 13.94 416 | 7.24 384 | 0.38 443 | 0.10 317 | 0.30 479 | 0.14 379 | 0.69 446 | 0.73 448 |
|
| DMCA |  | 8.51 383 | 1.90 384 | 9.96 403 | 5.16 291 | 4.14 419 | 10.29 347 | 4.46 369 | 25.52 435 | 19.55 376 | 16.33 381 | 20.69 353 | 17.59 415 | 11.26 403 | 10.42 243 | 11.36 471 | 0.50 478 | 0.08 279 | 0.35 485 | 0.05 294 | 0.36 333 | 0.31 345 |
|
| PSM-AAD |  | 8.62 387 | 1.22 173 | 5.69 183 | 6.31 393 | 1.12 179 | 12.74 402 | 10.01 514 | 19.29 360 | 15.25 320 | 21.54 496 | 25.11 410 | 14.24 355 | 13.47 452 | 12.15 344 | 3.93 296 | 0.01 136 | 0.06 217 | 2.48 586 | 0.16 391 | 0.38 346 | 7.28 613 |
|
| FTStereo |  | 8.67 388 | 1.13 152 | 6.04 202 | 6.04 373 | 2.39 316 | 7.86 316 | 12.05 552 | 17.72 329 | 8.33 226 | 20.16 470 | 41.41 585 | 16.10 390 | 12.64 439 | 10.80 262 | 4.37 313 | 0.18 366 | 0.01 32 | 0.09 357 | 0.16 391 | 0.15 187 | 5.71 591 |
|
| iRaft-Stereo_5w |  | 8.70 389 | 1.81 376 | 9.33 372 | 5.83 348 | 3.78 393 | 4.87 159 | 11.12 537 | 15.86 304 | 14.80 314 | 15.23 355 | 26.36 427 | 21.49 462 | 12.91 445 | 15.94 463 | 12.73 480 | 0.58 489 | 0.05 180 | 0.08 345 | 0.09 343 | 0.85 472 | 0.33 351 |
|
| test_sample3 |  | 8.76 390 | 1.62 319 | 9.99 406 | 5.21 303 | 2.61 329 | 17.43 500 | 5.37 392 | 26.91 457 | 19.77 379 | 17.13 402 | 20.82 359 | 16.55 394 | 9.70 373 | 12.52 366 | 8.59 427 | 0.21 383 | 0.07 245 | 0.05 303 | 0.04 266 | 0.39 349 | 0.30 337 |
|
| IRAFT_RVC |  | 8.76 390 | 1.47 253 | 9.55 381 | 7.31 448 | 1.77 260 | 6.49 279 | 10.43 525 | 25.94 444 | 27.33 470 | 17.50 411 | 19.85 339 | 17.93 422 | 10.21 382 | 12.88 378 | 5.44 352 | 0.17 363 | 0.30 485 | 0.19 439 | 0.05 294 | 0.22 223 | 0.12 180 |
|
| HCRNet |  | 8.80 392 | 1.43 242 | 7.74 282 | 14.41 597 | 5.25 486 | 10.85 363 | 2.56 293 | 26.07 446 | 18.04 364 | 15.48 358 | 25.03 408 | 18.63 433 | 9.93 377 | 13.01 388 | 6.76 375 | 0.04 264 | 0.04 143 | 0.10 376 | 0.01 180 | 0.18 208 | 0.38 367 |
|
| DEmStereo |  | 8.85 393 | 1.36 222 | 9.99 406 | 4.24 211 | 1.05 170 | 11.49 376 | 5.91 411 | 13.76 260 | 26.68 466 | 22.03 500 | 32.92 524 | 11.86 309 | 15.27 497 | 11.48 300 | 8.08 416 | 0.16 359 | 0.15 391 | 0.02 250 | 0.09 343 | 0.09 126 | 0.44 386 |
|
| SFCPSM |  | 8.85 393 | 1.40 233 | 11.34 437 | 5.23 307 | 3.47 379 | 16.55 491 | 7.18 468 | 30.71 509 | 25.24 449 | 16.45 384 | 19.45 331 | 11.10 297 | 9.61 371 | 11.88 325 | 5.52 354 | 0.22 389 | 0.17 404 | 0.36 488 | 0.22 423 | 0.29 282 | 0.58 420 |
|
| Selective-IGEV-i1 |  | 8.86 395 | 1.33 214 | 10.58 421 | 5.92 359 | 2.99 358 | 13.65 419 | 10.07 516 | 24.12 423 | 28.99 483 | 14.85 339 | 19.75 337 | 18.80 434 | 6.10 274 | 11.22 291 | 5.69 357 | 0.10 332 | 0.29 482 | 0.92 543 | 1.10 568 | 0.26 260 | 0.51 403 |
|
| GrayStereo |  | 8.86 395 | 1.17 162 | 6.94 243 | 8.09 479 | 2.82 345 | 10.58 355 | 11.40 543 | 17.93 337 | 15.74 332 | 22.43 505 | 30.95 490 | 17.80 419 | 12.44 433 | 11.19 288 | 4.57 319 | 0.02 209 | 0.02 86 | 0.18 431 | 0.79 550 | 0.31 303 | 1.90 531 |
|
| anonymousa |  | 9.03 397 | 1.62 319 | 8.03 299 | 4.19 207 | 5.53 505 | 15.37 456 | 3.81 347 | 18.55 347 | 21.20 398 | 18.28 430 | 30.99 491 | 20.79 454 | 13.42 450 | 10.58 246 | 7.57 395 | 0.00 1 | 0.05 180 | 0.29 475 | 0.18 398 | 0.10 149 | 0.11 171 |
|
| KYRaft |  | 9.04 398 | 1.11 147 | 7.02 247 | 6.50 403 | 0.97 162 | 8.27 323 | 8.19 481 | 22.86 410 | 8.20 222 | 21.30 493 | 31.38 498 | 22.64 474 | 8.20 341 | 11.99 327 | 2.96 238 | 0.02 209 | 0.02 86 | 0.05 303 | 0.68 543 | 0.40 354 | 18.09 646 |
|
| DFGA-Net |  | 9.06 399 | 3.56 497 | 17.96 537 | 5.71 340 | 3.89 399 | 10.76 358 | 3.08 316 | 25.17 432 | 29.50 484 | 16.21 376 | 18.47 320 | 9.49 271 | 6.31 288 | 15.80 454 | 12.54 477 | 0.05 289 | 0.00 1 | 0.06 323 | 0.09 343 | 1.76 523 | 0.83 460 |
|
| rvit_stereo_0075_2 |  | 9.10 400 | 3.87 509 | 19.26 547 | 11.81 574 | 8.82 593 | 5.75 235 | 4.40 365 | 22.77 408 | 17.68 358 | 11.90 273 | 28.34 450 | 16.05 389 | 6.35 290 | 14.30 423 | 7.67 403 | 0.52 483 | 0.34 500 | 0.51 503 | 0.08 329 | 0.38 346 | 1.14 496 |
|
| test_sample4 |  | 9.10 400 | 1.65 327 | 9.91 401 | 5.19 300 | 2.57 327 | 16.59 492 | 5.38 394 | 27.37 462 | 19.80 381 | 17.80 416 | 27.52 441 | 15.01 368 | 11.21 402 | 12.69 371 | 8.15 419 | 0.21 383 | 0.07 245 | 0.06 323 | 0.03 243 | 0.43 362 | 0.30 337 |
|
| BUS |  | 9.20 402 | 1.48 258 | 7.93 289 | 6.74 423 | 3.96 404 | 17.62 506 | 2.79 304 | 33.06 544 | 21.58 403 | 17.99 422 | 21.34 366 | 14.49 359 | 9.40 367 | 14.18 419 | 10.57 459 | 0.19 370 | 0.13 367 | 0.14 410 | 0.04 266 | 0.30 291 | 0.09 142 |
|
| rvit_0105_3 |  | 9.23 403 | 3.67 500 | 17.68 533 | 11.75 572 | 1.89 276 | 9.37 340 | 8.48 487 | 18.68 348 | 30.64 500 | 15.02 344 | 14.72 275 | 17.87 421 | 9.94 378 | 15.66 450 | 6.54 372 | 0.36 439 | 0.43 516 | 0.01 225 | 0.41 508 | 0.50 395 | 1.01 485 |
|
| MyStereo04 |  | 9.24 404 | 1.92 391 | 8.78 336 | 6.09 376 | 4.31 431 | 6.54 281 | 9.96 512 | 32.24 535 | 41.99 582 | 14.26 329 | 11.98 254 | 12.00 315 | 12.01 424 | 13.93 414 | 7.53 392 | 0.06 309 | 0.10 317 | 0.03 270 | 0.04 266 | 0.63 435 | 0.30 337 |
|
| CoDeX |  | 9.24 404 | 1.77 367 | 9.54 380 | 6.08 375 | 3.79 395 | 16.45 488 | 6.76 455 | 26.15 447 | 25.03 447 | 17.18 404 | 25.12 411 | 14.69 364 | 11.68 418 | 12.22 346 | 6.71 374 | 0.30 424 | 0.20 425 | 0.15 417 | 0.02 220 | 0.23 238 | 0.68 438 |
|
| CrosDoStereo |  | 9.24 404 | 1.29 199 | 8.16 306 | 4.56 241 | 1.04 167 | 7.52 309 | 15.00 580 | 15.85 302 | 24.31 439 | 24.27 522 | 33.44 531 | 13.37 342 | 13.82 460 | 12.23 347 | 8.86 433 | 0.01 136 | 0.11 338 | 0.09 357 | 0.04 266 | 0.36 333 | 0.53 407 |
|
| DeepStereo_LL |  | 9.24 404 | 1.29 199 | 8.16 306 | 4.56 241 | 1.04 167 | 7.52 309 | 15.00 580 | 15.85 302 | 24.31 439 | 24.27 522 | 33.44 531 | 13.37 342 | 13.82 460 | 12.23 347 | 8.86 433 | 0.01 136 | 0.11 338 | 0.09 357 | 0.04 266 | 0.36 333 | 0.53 407 |
|
| DRaft |  | 9.27 408 | 1.23 178 | 9.08 359 | 3.62 163 | 0.78 136 | 13.27 412 | 5.89 410 | 16.97 318 | 29.57 486 | 21.15 491 | 38.46 568 | 10.09 281 | 13.98 466 | 11.58 308 | 7.91 409 | 0.43 462 | 0.30 485 | 0.06 323 | 0.26 453 | 0.26 260 | 0.45 390 |
|
| MyStereo05 |  | 9.29 409 | 1.76 361 | 8.95 344 | 6.19 385 | 4.40 439 | 7.09 299 | 9.95 510 | 31.21 515 | 40.82 574 | 17.31 406 | 12.93 265 | 10.33 284 | 12.52 437 | 13.93 414 | 7.05 381 | 0.06 309 | 0.10 317 | 0.02 250 | 0.04 266 | 0.73 456 | 0.29 334 |
|
| MLCV |  | 9.32 410 | 2.22 439 | 12.55 457 | 5.22 305 | 1.32 208 | 13.79 422 | 1.35 133 | 21.14 387 | 23.65 428 | 21.91 499 | 31.37 497 | 17.14 406 | 7.57 324 | 16.00 467 | 10.18 453 | 0.22 389 | 0.01 32 | 0.03 270 | 0.02 220 | 0.40 354 | 0.29 334 |
|
| DispNO |  | 9.33 411 | 1.78 370 | 15.84 511 | 5.73 342 | 5.74 518 | 12.24 393 | 4.81 384 | 25.06 430 | 21.10 395 | 16.70 394 | 20.86 360 | 17.78 418 | 11.76 419 | 16.74 482 | 8.85 432 | 0.22 389 | 0.15 391 | 0.03 270 | 0.12 368 | 0.41 357 | 0.64 433 |
|
| test_sample5 |  | 9.36 412 | 1.61 313 | 9.63 385 | 5.30 310 | 2.52 322 | 15.42 459 | 6.00 418 | 27.25 460 | 19.96 382 | 18.36 436 | 31.81 507 | 15.99 384 | 11.29 404 | 13.21 393 | 7.66 401 | 0.23 398 | 0.08 279 | 0.07 334 | 0.04 266 | 0.48 381 | 0.34 355 |
|
| BEATNet_4x |  | 9.37 413 | 4.85 525 | 12.05 452 | 5.48 323 | 1.35 217 | 13.15 410 | 6.15 426 | 25.06 430 | 16.74 342 | 16.18 375 | 24.65 406 | 17.29 412 | 12.51 436 | 16.91 484 | 10.92 464 | 0.38 443 | 0.18 412 | 0.81 535 | 0.05 294 | 1.95 529 | 0.65 435 |
|
| THIR-Stereo |  | 9.38 414 | 1.78 370 | 8.50 326 | 4.74 250 | 0.71 117 | 15.92 469 | 11.93 550 | 16.39 309 | 21.56 402 | 24.27 522 | 32.07 511 | 14.40 357 | 14.14 470 | 11.49 301 | 8.39 424 | 0.05 289 | 0.25 470 | 0.10 376 | 0.05 294 | 0.33 321 | 0.58 420 |
|
| ff1 |  | 9.41 415 | 1.43 242 | 9.67 389 | 5.70 336 | 3.44 374 | 11.96 386 | 6.35 431 | 18.45 344 | 16.31 338 | 15.83 367 | 31.44 501 | 17.22 408 | 10.87 392 | 16.19 470 | 21.98 554 | 0.00 1 | 0.05 180 | 0.80 530 | 0.08 329 | 0.26 260 | 0.14 205 |
|
| G2L-ROB |  | 9.43 416 | 1.49 264 | 8.01 297 | 5.66 333 | 4.08 414 | 11.74 379 | 7.70 478 | 29.33 488 | 18.14 365 | 19.72 460 | 21.64 374 | 22.32 472 | 11.02 397 | 16.47 477 | 10.74 463 | 0.02 209 | 0.01 32 | 0.00 1 | 0.00 1 | 0.19 212 | 0.33 351 |
|
| GANet-RSSM |  | 9.48 417 | 1.32 211 | 6.45 218 | 6.72 422 | 5.51 504 | 12.78 404 | 6.03 422 | 26.55 451 | 18.96 374 | 14.92 340 | 27.95 444 | 25.41 509 | 14.69 485 | 13.52 406 | 7.60 398 | 0.10 332 | 0.10 317 | 0.16 424 | 0.01 180 | 0.51 399 | 0.39 370 |
|
| UCFNet_RVC |  | 9.48 417 | 2.12 430 | 4.89 119 | 7.03 435 | 3.78 393 | 16.05 471 | 6.37 435 | 28.25 472 | 20.00 384 | 15.93 371 | 23.07 391 | 25.21 506 | 12.79 440 | 12.57 367 | 8.01 413 | 0.07 320 | 0.04 143 | 1.17 556 | 0.23 432 | 1.31 506 | 0.69 440 |
|
| DualNet |  | 9.49 419 | 1.61 313 | 9.63 385 | 5.30 310 | 2.52 322 | 15.42 459 | 6.00 418 | 27.25 460 | 19.96 382 | 19.40 452 | 33.22 527 | 15.99 384 | 11.29 404 | 13.21 393 | 7.66 401 | 0.23 398 | 0.08 279 | 0.07 334 | 0.04 266 | 0.48 381 | 0.34 355 |
|
| CFNet_pseudo |  | 9.58 420 | 1.91 387 | 10.73 426 | 4.53 237 | 2.91 351 | 14.26 432 | 2.75 302 | 26.73 455 | 32.14 517 | 17.10 401 | 23.02 390 | 22.14 469 | 8.74 351 | 12.17 345 | 7.43 387 | 0.20 378 | 0.45 523 | 1.24 565 | 0.24 442 | 2.49 542 | 0.49 401 |
|
| Anonymous3 |  | 9.60 421 | 3.45 494 | 29.83 586 | 9.58 519 | 4.75 458 | 24.51 554 | 10.20 522 | 24.04 421 | 18.77 372 | 10.42 259 | 14.64 274 | 7.97 250 | 8.75 352 | 14.05 418 | 5.80 359 | 2.44 584 | 1.39 587 | 0.08 345 | 0.06 313 | 0.73 456 | 0.48 397 |
|
| ccs_rob |  | 9.61 422 | 1.92 391 | 10.72 425 | 4.55 239 | 2.89 348 | 14.33 434 | 2.86 309 | 26.85 456 | 32.36 520 | 17.05 399 | 22.91 389 | 22.12 468 | 8.70 349 | 12.10 341 | 7.44 388 | 0.19 370 | 0.44 518 | 1.38 567 | 0.25 448 | 2.68 545 | 0.57 418 |
|
| PCWNet_CMD |  | 9.64 423 | 1.77 367 | 10.59 422 | 4.80 256 | 2.90 349 | 16.25 485 | 2.42 284 | 29.37 490 | 34.10 533 | 17.41 407 | 22.04 380 | 19.10 439 | 7.70 327 | 12.05 333 | 6.86 376 | 0.22 389 | 0.45 523 | 0.80 530 | 0.22 423 | 3.11 557 | 0.69 440 |
|
| MSMDNet |  | 9.64 423 | 1.77 367 | 10.63 423 | 4.83 257 | 2.90 349 | 16.35 486 | 2.37 277 | 29.33 488 | 34.29 536 | 17.43 409 | 22.10 382 | 19.05 438 | 7.79 332 | 12.11 343 | 6.87 377 | 0.23 398 | 0.46 525 | 0.67 519 | 0.21 420 | 2.77 548 | 0.60 423 |
|
| DCVSM-stereo |  | 9.70 425 | 1.83 377 | 11.36 438 | 5.81 345 | 3.59 383 | 10.57 354 | 3.00 312 | 18.71 349 | 22.11 411 | 23.79 520 | 19.02 327 | 29.73 535 | 17.68 528 | 13.33 398 | 9.11 438 | 0.21 383 | 1.14 581 | 0.27 464 | 0.06 313 | 0.75 462 | 1.89 530 |
|
| BSDual-CNN |  | 9.70 425 | 1.48 258 | 7.93 289 | 6.74 423 | 3.96 404 | 16.10 475 | 7.13 465 | 33.06 544 | 21.58 403 | 17.99 422 | 21.34 366 | 22.28 470 | 11.53 412 | 14.18 419 | 7.81 404 | 0.19 370 | 0.13 367 | 0.14 410 | 0.04 266 | 0.30 291 | 0.09 142 |
|
| PSMNet-RSSM |  | 9.71 427 | 1.73 343 | 6.09 204 | 7.47 459 | 4.27 425 | 10.06 344 | 6.00 418 | 29.14 484 | 21.74 407 | 15.76 365 | 32.88 523 | 22.63 473 | 13.18 447 | 12.94 383 | 9.12 439 | 0.09 326 | 0.02 86 | 0.07 334 | 0.10 355 | 0.70 449 | 0.24 307 |
|
| IER |  | 9.78 428 | 1.55 285 | 9.97 404 | 4.51 236 | 5.23 484 | 13.78 420 | 5.11 386 | 26.66 453 | 22.79 420 | 19.69 459 | 29.45 466 | 16.42 391 | 18.52 539 | 13.64 411 | 7.57 395 | 0.06 309 | 0.03 123 | 0.18 431 | 0.09 343 | 0.18 208 | 0.23 300 |
|
| test_sample6 |  | 9.79 429 | 1.61 313 | 9.84 398 | 5.35 316 | 2.35 314 | 15.59 463 | 6.60 449 | 28.40 473 | 20.96 392 | 19.40 452 | 33.22 527 | 17.17 407 | 11.58 416 | 13.43 402 | 8.82 431 | 0.26 414 | 0.10 317 | 0.10 376 | 0.06 313 | 0.50 395 | 0.41 377 |
|
| psmg |  | 9.80 430 | 1.48 258 | 7.93 289 | 5.18 297 | 3.96 404 | 15.85 468 | 7.93 480 | 29.11 483 | 21.58 403 | 20.93 482 | 25.06 409 | 22.28 470 | 11.53 412 | 14.18 419 | 7.81 404 | 0.19 370 | 0.13 367 | 0.17 426 | 0.04 266 | 0.36 333 | 0.21 282 |
|
| gwcnet-sp |  | 9.81 431 | 2.82 470 | 13.47 474 | 5.99 366 | 4.27 425 | 16.20 481 | 5.91 411 | 25.55 436 | 24.34 442 | 21.01 484 | 20.69 353 | 15.22 371 | 14.96 489 | 14.50 430 | 9.97 448 | 0.05 289 | 0.15 391 | 0.02 250 | 0.08 329 | 0.49 390 | 0.51 403 |
|
| scenet |  | 9.81 431 | 2.82 470 | 13.47 474 | 5.99 366 | 4.27 425 | 16.20 481 | 5.91 411 | 25.55 436 | 24.34 442 | 21.01 484 | 20.69 353 | 15.22 371 | 14.96 489 | 14.50 430 | 9.97 448 | 0.05 289 | 0.15 391 | 0.02 250 | 0.08 329 | 0.49 390 | 0.51 403 |
|
| ssnet |  | 9.81 431 | 2.82 470 | 13.47 474 | 5.99 366 | 4.27 425 | 16.20 481 | 5.91 411 | 25.55 436 | 24.34 442 | 21.01 484 | 20.69 353 | 15.22 371 | 14.96 489 | 14.50 430 | 9.97 448 | 0.05 289 | 0.15 391 | 0.02 250 | 0.08 329 | 0.49 390 | 0.51 403 |
|
| CFNet-ft |   | 9.87 434 | 2.18 437 | 5.49 165 | 7.45 457 | 5.25 486 | 15.76 465 | 5.98 416 | 21.89 397 | 21.87 408 | 14.96 341 | 30.02 474 | 25.68 510 | 13.68 456 | 12.46 360 | 10.94 466 | 0.08 324 | 0.06 217 | 1.83 572 | 0.22 423 | 1.09 488 | 0.43 383 |
|
| CFNet_RVC |  | 9.87 434 | 2.18 437 | 5.49 165 | 7.45 457 | 5.25 486 | 15.76 465 | 5.98 416 | 21.89 397 | 21.87 408 | 14.96 341 | 30.02 474 | 25.68 510 | 13.68 456 | 12.46 360 | 10.94 466 | 0.08 324 | 0.06 217 | 1.83 572 | 0.22 423 | 1.09 488 | 0.43 383 |
|
| PSMNet-ADL |  | 9.88 436 | 2.01 412 | 6.80 236 | 9.18 506 | 4.26 424 | 15.11 451 | 3.50 332 | 27.12 459 | 24.42 445 | 14.72 335 | 18.96 325 | 25.32 508 | 13.43 451 | 15.76 453 | 14.04 494 | 0.79 524 | 0.78 564 | 0.00 1 | 0.02 220 | 0.26 260 | 1.18 500 |
|
| qqq1 |  | 9.96 437 | 1.37 224 | 13.37 469 | 4.41 229 | 1.30 202 | 14.40 438 | 3.29 322 | 30.25 500 | 29.81 490 | 19.55 454 | 29.37 459 | 18.06 425 | 14.40 477 | 15.42 444 | 3.18 258 | 0.38 443 | 0.21 433 | 0.00 1 | 0.01 180 | 0.29 282 | 0.18 252 |
|
| fff1 |  | 9.96 437 | 1.37 224 | 13.37 469 | 4.41 229 | 1.30 202 | 14.40 438 | 3.29 322 | 30.25 500 | 29.81 490 | 19.55 454 | 29.37 459 | 18.06 425 | 14.40 477 | 15.42 444 | 3.18 258 | 0.38 443 | 0.21 433 | 0.00 1 | 0.01 180 | 0.29 282 | 0.18 252 |
|
| UGAM |  | 10.01 439 | 1.28 195 | 9.19 367 | 6.53 406 | 4.31 431 | 6.72 289 | 10.45 527 | 15.31 285 | 25.98 458 | 20.56 476 | 27.42 440 | 22.70 475 | 11.49 410 | 26.30 574 | 10.64 462 | 0.00 1 | 0.00 1 | 0.46 497 | 0.03 243 | 0.39 349 | 0.43 383 |
|
| UDGNet |  | 10.05 440 | 13.89 608 | 10.00 410 | 9.36 510 | 2.69 336 | 7.82 314 | 1.88 233 | 18.86 354 | 34.64 538 | 17.52 413 | 13.70 269 | 13.40 344 | 7.18 319 | 13.01 388 | 6.30 371 | 5.30 609 | 0.08 279 | 12.57 632 | 2.80 599 | 8.19 609 | 1.71 525 |
|
| Selective-IGEV-i16pc |  | 10.06 441 | 1.72 342 | 15.71 509 | 5.65 330 | 1.66 246 | 36.81 618 | 11.67 546 | 18.83 353 | 26.73 467 | 10.16 256 | 21.57 370 | 15.78 380 | 7.07 315 | 14.19 422 | 8.16 420 | 2.15 575 | 0.94 576 | 0.26 462 | 0.53 531 | 0.77 465 | 0.87 468 |
|
| cf-r |  | 10.06 441 | 1.60 308 | 7.99 295 | 5.82 346 | 5.70 515 | 12.92 406 | 4.78 379 | 24.18 424 | 27.47 473 | 16.91 398 | 31.02 492 | 25.12 505 | 14.05 467 | 11.63 314 | 11.01 469 | 0.03 246 | 0.03 123 | 0.05 303 | 0.03 243 | 0.43 362 | 0.39 370 |
|
| ICVP |  | 10.07 443 | 1.73 343 | 6.11 205 | 9.08 502 | 3.31 369 | 12.25 394 | 6.56 446 | 26.30 449 | 22.52 416 | 16.49 386 | 31.80 506 | 26.94 521 | 12.42 432 | 11.35 296 | 10.92 464 | 1.17 555 | 0.57 547 | 0.17 426 | 0.10 355 | 0.58 424 | 1.07 491 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| G2L-Stereo |  | 10.09 444 | 1.97 399 | 9.53 379 | 7.09 439 | 4.21 421 | 9.10 334 | 8.53 489 | 29.05 482 | 22.51 415 | 19.28 451 | 25.57 417 | 22.70 475 | 10.67 387 | 15.44 448 | 14.88 504 | 0.25 409 | 0.04 143 | 0.08 345 | 0.01 180 | 0.36 333 | 0.42 380 |
|
| hknet |  | 10.13 445 | 1.56 294 | 10.27 416 | 6.74 423 | 3.72 390 | 16.10 475 | 7.13 465 | 33.06 544 | 21.12 396 | 17.99 422 | 21.34 366 | 23.11 478 | 14.95 488 | 16.43 476 | 8.34 423 | 0.14 348 | 0.13 367 | 0.14 410 | 0.04 266 | 0.30 291 | 0.09 142 |
|
| AdaStereo |  | 10.22 446 | 3.63 498 | 9.14 365 | 9.15 504 | 3.24 367 | 15.79 467 | 5.39 399 | 31.94 525 | 25.42 451 | 18.39 437 | 26.47 428 | 19.44 444 | 9.50 369 | 16.60 480 | 8.59 427 | 0.44 464 | 0.05 180 | 0.40 493 | 0.00 1 | 0.57 420 | 0.16 233 |
| Xiao Song, Guorun Yang, Xinge Zhu, Hui Zhou, Zhe Wang, Jianping Shi: AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021. |
| CFNet_ucs |  | 10.25 447 | 1.91 387 | 11.88 446 | 4.98 268 | 4.08 414 | 15.11 451 | 3.57 341 | 28.02 469 | 31.98 516 | 18.21 429 | 25.20 412 | 23.27 481 | 9.38 366 | 13.38 399 | 7.22 383 | 0.23 398 | 0.81 565 | 1.65 571 | 0.22 423 | 3.01 553 | 0.93 475 |
|
| iResNet |  | 10.26 448 | 3.10 485 | 15.72 510 | 7.35 450 | 2.13 295 | 13.86 425 | 7.07 462 | 22.80 409 | 28.01 476 | 20.10 468 | 30.40 480 | 16.79 396 | 11.06 398 | 14.46 429 | 10.29 458 | 0.39 452 | 0.05 180 | 0.00 1 | 0.07 324 | 0.73 456 | 0.73 448 |
|
| RAFT + AFF |  | 10.27 449 | 3.77 503 | 17.13 523 | 10.24 541 | 4.97 467 | 13.08 408 | 11.52 544 | 25.69 439 | 25.80 454 | 14.72 335 | 16.12 292 | 19.16 440 | 11.35 408 | 16.24 474 | 9.04 437 | 0.30 424 | 1.46 589 | 0.66 518 | 0.20 416 | 2.03 535 | 1.94 532 |
|
| ACVNet |  | 10.36 450 | 1.68 338 | 5.49 165 | 6.01 369 | 2.75 342 | 12.78 404 | 3.56 339 | 21.89 397 | 34.81 539 | 14.96 341 | 30.78 486 | 24.72 501 | 13.88 464 | 15.81 455 | 17.20 521 | 0.13 346 | 0.01 32 | 0.06 323 | 0.06 313 | 0.51 399 | 0.15 225 |
|
| G2L-Stereo_test |  | 10.39 451 | 1.61 313 | 7.86 285 | 4.75 253 | 4.34 435 | 11.83 381 | 11.94 551 | 32.49 536 | 22.58 417 | 23.08 514 | 24.40 402 | 21.48 461 | 11.95 423 | 15.64 449 | 13.00 481 | 0.04 264 | 0.06 217 | 0.01 225 | 0.02 220 | 0.32 313 | 0.37 364 |
|
| RT-IGEV |  | 10.44 452 | 1.62 319 | 11.92 447 | 5.95 362 | 2.23 303 | 21.30 533 | 14.50 573 | 29.47 491 | 24.30 438 | 21.51 495 | 20.17 342 | 23.81 490 | 12.18 427 | 13.13 392 | 4.90 334 | 0.10 332 | 0.27 477 | 0.05 303 | 0.37 498 | 0.52 405 | 0.55 412 |
|
| test_sample7 |  | 10.45 453 | 2.24 442 | 9.90 400 | 5.32 312 | 2.01 289 | 14.98 448 | 7.44 473 | 28.75 476 | 23.91 435 | 24.38 527 | 21.03 362 | 24.64 497 | 17.82 531 | 13.58 408 | 9.82 444 | 0.59 493 | 0.87 570 | 0.39 492 | 0.12 368 | 0.66 445 | 0.47 393 |
|
| tta |  | 10.45 453 | 1.37 224 | 13.37 469 | 4.41 229 | 1.30 202 | 14.39 435 | 3.29 322 | 30.25 500 | 29.81 490 | 19.55 454 | 29.37 459 | 18.06 425 | 14.40 477 | 15.42 444 | 12.69 478 | 0.38 443 | 0.21 433 | 0.28 471 | 0.03 243 | 0.29 282 | 0.18 252 |
|
| SMFormer |  | 10.46 455 | 1.37 224 | 13.37 469 | 4.41 229 | 1.30 202 | 14.40 438 | 3.29 322 | 30.25 500 | 29.81 490 | 19.55 454 | 29.37 459 | 18.06 425 | 14.40 477 | 15.42 444 | 12.70 479 | 0.38 443 | 0.21 433 | 0.28 471 | 0.03 243 | 0.33 321 | 0.31 345 |
|
| ToySt |  | 10.51 456 | 2.00 404 | 15.67 508 | 5.33 313 | 0.95 160 | 14.97 447 | 9.51 503 | 24.02 420 | 27.37 471 | 14.61 333 | 24.67 407 | 24.56 495 | 14.70 486 | 16.86 483 | 13.35 486 | 0.06 309 | 0.23 451 | 0.03 270 | 0.09 343 | 0.62 432 | 0.67 437 |
|
| AACVNet |  | 10.58 457 | 2.86 473 | 9.78 397 | 8.95 499 | 3.30 368 | 10.80 361 | 4.78 379 | 22.37 403 | 12.55 282 | 27.50 560 | 29.84 471 | 30.06 541 | 15.99 506 | 19.10 510 | 11.60 474 | 0.40 455 | 0.18 412 | 0.22 451 | 0.03 243 | 0.62 432 | 0.73 448 |
|
| GwcNet-RSSM |  | 10.65 458 | 1.94 395 | 8.57 329 | 6.89 432 | 5.26 489 | 12.26 395 | 5.21 388 | 25.80 442 | 31.50 507 | 16.67 392 | 33.52 533 | 23.70 488 | 13.88 464 | 12.84 377 | 13.67 490 | 0.05 289 | 0.10 317 | 0.14 410 | 0.02 220 | 0.65 441 | 0.39 370 |
|
| CFNet |  | 10.67 459 | 2.33 447 | 8.90 339 | 6.66 417 | 4.09 416 | 16.05 471 | 4.26 364 | 30.44 506 | 31.01 503 | 18.53 439 | 26.48 429 | 23.69 487 | 13.68 456 | 15.27 439 | 10.59 461 | 0.05 289 | 0.02 86 | 0.44 494 | 0.05 294 | 0.73 456 | 0.23 300 |
|
| DDVS |  | 10.70 460 | 3.00 481 | 11.95 448 | 6.84 430 | 3.80 396 | 15.73 464 | 2.83 308 | 23.57 416 | 17.37 352 | 20.98 483 | 29.89 472 | 31.40 551 | 8.70 349 | 19.22 513 | 13.19 484 | 0.74 517 | 1.53 591 | 0.07 334 | 0.21 420 | 0.84 471 | 2.11 538 |
|
| mmx |  | 10.71 461 | 1.43 242 | 9.67 389 | 5.70 336 | 3.44 374 | 11.96 386 | 6.35 431 | 32.18 529 | 28.03 477 | 15.83 367 | 31.44 501 | 17.22 408 | 10.87 392 | 16.19 470 | 21.98 554 | 0.22 389 | 0.06 217 | 0.80 530 | 0.08 329 | 0.48 381 | 0.21 282 |
|
| xxx |   | 10.71 461 | 1.43 242 | 9.67 389 | 5.70 336 | 3.44 374 | 11.96 386 | 6.35 431 | 32.18 529 | 28.03 477 | 15.83 367 | 31.44 501 | 17.22 408 | 10.87 392 | 16.19 470 | 21.98 554 | 0.22 389 | 0.06 217 | 0.80 530 | 0.08 329 | 0.48 381 | 0.21 282 |
|
| NINENet |  | 10.74 463 | 2.29 444 | 10.44 419 | 8.03 478 | 5.09 476 | 17.62 506 | 2.79 304 | 38.69 600 | 33.24 528 | 18.35 435 | 26.31 426 | 14.49 359 | 9.40 367 | 15.88 458 | 10.57 459 | 0.41 457 | 0.21 433 | 0.29 475 | 0.00 1 | 0.42 360 | 0.23 300 |
|
| LMCR-Stereo |   | 10.75 464 | 4.13 514 | 10.67 424 | 13.11 584 | 3.99 409 | 16.68 493 | 5.91 411 | 25.30 433 | 22.69 418 | 22.04 501 | 21.80 375 | 14.67 363 | 14.24 473 | 20.55 540 | 15.86 510 | 1.90 571 | 0.04 143 | 0.00 1 | 0.02 220 | 1.29 503 | 0.18 252 |
|
| DeepPruner_ROB |  | 10.77 465 | 4.56 520 | 13.13 464 | 6.37 395 | 4.28 430 | 10.14 345 | 6.86 456 | 36.42 581 | 19.59 377 | 17.87 418 | 27.37 439 | 23.19 480 | 12.26 428 | 19.09 509 | 10.23 456 | 1.05 548 | 0.48 529 | 0.23 455 | 0.15 388 | 0.89 476 | 1.17 498 |
|
| LL-Strereo |  | 10.79 466 | 3.52 496 | 12.54 456 | 8.77 495 | 5.44 501 | 7.49 306 | 9.26 499 | 35.15 569 | 28.70 482 | 16.47 385 | 15.85 289 | 21.06 458 | 17.42 526 | 21.62 546 | 9.72 443 | 0.21 383 | 0.22 443 | 0.74 524 | 0.08 329 | 0.98 482 | 0.60 423 |
|
| DAS |  | 10.80 467 | 2.03 417 | 13.96 482 | 9.01 500 | 6.23 535 | 14.67 444 | 7.38 471 | 21.59 391 | 32.58 523 | 18.67 442 | 28.13 446 | 19.20 441 | 17.08 521 | 16.54 479 | 7.31 385 | 0.58 489 | 0.01 32 | 0.29 475 | 0.01 180 | 0.47 378 | 0.20 271 |
|
| GMStereo_Zeroshot |   | 10.83 468 | 7.81 568 | 19.95 554 | 9.55 517 | 2.47 321 | 11.83 381 | 1.31 125 | 20.84 382 | 20.52 386 | 22.73 508 | 35.93 548 | 24.76 503 | 5.94 267 | 19.68 517 | 7.04 380 | 0.45 466 | 0.02 86 | 0.25 459 | 0.01 180 | 5.38 591 | 0.19 266 |
|
| HSM-Net_RVC |   | 10.88 469 | 1.23 178 | 5.46 160 | 5.57 326 | 2.63 333 | 20.12 524 | 6.06 424 | 27.67 466 | 28.35 481 | 20.63 478 | 25.51 415 | 34.01 574 | 14.38 476 | 16.18 469 | 9.29 440 | 0.11 337 | 0.07 245 | 0.01 225 | 0.00 1 | 0.13 173 | 0.14 205 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| NOSS_ROB |  | 10.99 470 | 3.81 506 | 6.88 239 | 6.69 419 | 2.30 309 | 16.06 473 | 10.94 532 | 30.06 497 | 32.41 521 | 16.10 374 | 18.72 323 | 22.78 477 | 14.21 472 | 17.52 489 | 8.62 429 | 2.35 579 | 1.84 597 | 3.32 598 | 1.57 582 | 2.06 536 | 1.52 516 |
|
| ac_64 |  | 11.10 471 | 1.49 264 | 9.88 399 | 8.24 485 | 5.45 502 | 19.12 516 | 6.46 440 | 24.10 422 | 14.34 308 | 22.80 510 | 23.87 399 | 33.28 567 | 15.54 501 | 18.87 505 | 17.26 523 | 0.28 420 | 0.12 351 | 0.02 250 | 0.02 220 | 0.26 260 | 0.63 427 |
|
| 1111x |  | 11.32 472 | 1.34 218 | 8.95 344 | 5.20 301 | 1.96 283 | 14.46 441 | 7.75 479 | 35.65 574 | 28.23 480 | 15.66 363 | 26.66 432 | 26.65 515 | 14.76 487 | 15.88 458 | 22.27 559 | 0.24 403 | 0.13 367 | 0.04 292 | 0.06 313 | 0.30 291 | 0.24 307 |
|
| HSM |  | 11.33 473 | 1.80 375 | 7.04 249 | 6.13 382 | 3.99 409 | 16.16 479 | 6.92 459 | 29.69 495 | 19.39 375 | 22.95 511 | 26.05 424 | 41.08 610 | 15.79 504 | 20.25 531 | 8.89 436 | 0.02 209 | 0.03 123 | 0.01 225 | 0.00 1 | 0.15 187 | 0.34 355 |
|
| SepStereo |  | 11.34 474 | 2.03 417 | 13.96 482 | 9.01 500 | 6.23 535 | 14.67 444 | 7.38 471 | 21.59 391 | 32.58 523 | 18.67 442 | 28.13 446 | 19.20 441 | 17.08 521 | 27.36 579 | 7.31 385 | 0.58 489 | 0.01 32 | 0.29 475 | 0.01 180 | 0.47 378 | 0.20 271 |
|
| DMCA-RVC |   | 11.41 475 | 3.32 490 | 11.68 443 | 10.12 536 | 4.81 459 | 11.92 384 | 4.11 355 | 24.67 428 | 23.66 430 | 20.06 467 | 28.51 453 | 26.71 516 | 24.96 578 | 15.95 466 | 14.82 501 | 0.41 457 | 0.34 500 | 0.56 509 | 0.16 391 | 0.72 455 | 0.69 440 |
|
| ITSA-stereo |  | 11.44 476 | 2.03 417 | 10.92 433 | 5.90 357 | 1.78 262 | 12.05 390 | 4.17 359 | 36.77 584 | 49.15 611 | 18.17 427 | 18.53 321 | 21.79 464 | 12.59 438 | 15.74 452 | 14.05 495 | 0.45 466 | 0.39 504 | 0.28 471 | 0.29 466 | 0.98 482 | 2.81 554 |
|
| test_xeample |   | 11.49 477 | 1.24 185 | 7.50 269 | 5.22 305 | 2.18 300 | 17.40 499 | 6.49 442 | 31.14 514 | 22.77 419 | 17.90 420 | 33.09 526 | 18.48 432 | 14.61 483 | 13.51 405 | 37.38 630 | 0.16 359 | 0.13 367 | 0.01 225 | 0.03 243 | 0.23 238 | 0.24 307 |
|
| coex_refinement |  | 11.56 478 | 1.53 277 | 7.45 268 | 8.18 482 | 5.09 476 | 17.10 496 | 7.07 462 | 31.05 513 | 32.20 519 | 18.57 440 | 30.81 488 | 25.84 512 | 12.31 430 | 13.41 401 | 19.47 536 | 0.23 398 | 0.04 143 | 0.02 250 | 0.10 355 | 0.44 365 | 0.37 364 |
|
| RASNet |  | 11.59 479 | 1.71 341 | 10.36 418 | 6.30 391 | 5.66 511 | 15.48 461 | 6.12 425 | 34.50 563 | 20.86 391 | 16.61 390 | 32.51 518 | 22.04 467 | 23.00 562 | 19.44 514 | 16.15 514 | 0.71 509 | 0.03 123 | 0.05 303 | 0.01 180 | 0.15 187 | 0.13 195 |
|
| ACV-stereo |  | 11.65 480 | 5.15 532 | 28.84 579 | 6.80 427 | 3.33 370 | 20.38 525 | 6.59 448 | 21.03 384 | 20.57 387 | 17.67 415 | 20.95 361 | 26.81 518 | 16.69 513 | 20.19 529 | 13.26 485 | 0.72 511 | 1.11 580 | 0.15 417 | 0.09 343 | 0.65 441 | 2.13 539 |
|
| iResNet_ROB |  | 11.71 481 | 1.96 398 | 10.77 427 | 6.01 369 | 3.68 388 | 15.13 453 | 2.34 273 | 31.72 522 | 37.58 558 | 26.16 548 | 32.77 520 | 25.88 513 | 15.34 499 | 16.35 475 | 7.94 410 | 0.19 370 | 0.01 32 | 0.00 1 | 0.00 1 | 0.31 303 | 0.12 180 |
|
| UPFNet |  | 11.72 482 | 1.52 275 | 10.33 417 | 7.38 452 | 7.14 560 | 20.05 523 | 9.62 505 | 28.90 481 | 25.94 457 | 20.02 465 | 29.73 470 | 20.91 455 | 16.34 509 | 18.61 503 | 16.17 515 | 0.26 414 | 0.17 404 | 0.25 459 | 0.03 243 | 0.55 412 | 0.56 417 |
|
| FADNet-RVC-Resample |  | 11.72 482 | 4.35 518 | 30.33 589 | 9.46 515 | 3.90 401 | 14.11 427 | 7.17 467 | 25.78 440 | 23.31 422 | 23.27 516 | 29.52 467 | 19.50 446 | 15.00 493 | 15.38 443 | 8.33 422 | 0.53 484 | 0.50 534 | 0.49 500 | 0.50 527 | 1.38 510 | 1.67 523 |
|
| xxxx |  | 11.74 484 | 1.16 159 | 7.88 286 | 5.61 328 | 1.99 287 | 20.46 526 | 3.12 318 | 33.99 554 | 23.76 434 | 15.53 360 | 30.67 482 | 26.88 520 | 14.50 481 | 12.98 386 | 35.48 621 | 0.19 370 | 0.18 412 | 0.01 225 | 0.02 220 | 0.22 223 | 0.27 324 |
|
| CBMV_ROB |  | 11.77 485 | 2.89 474 | 6.92 242 | 5.20 301 | 2.88 347 | 14.12 428 | 4.79 381 | 26.69 454 | 29.84 494 | 26.17 549 | 31.92 508 | 23.61 486 | 20.74 554 | 20.20 530 | 10.18 453 | 1.78 568 | 1.80 596 | 2.17 580 | 1.26 576 | 1.61 514 | 0.55 412 |
|
| DSFCA |  | 11.85 486 | 2.01 412 | 12.93 462 | 5.40 320 | 6.87 553 | 15.36 455 | 10.45 527 | 30.68 508 | 31.84 509 | 25.99 545 | 23.52 394 | 22.03 466 | 14.05 467 | 20.28 534 | 12.46 476 | 0.57 488 | 0.41 508 | 0.28 471 | 0.38 501 | 1.02 484 | 0.47 393 |
|
| FADNet_RVC |  | 11.94 487 | 5.17 533 | 39.74 607 | 6.44 400 | 3.46 378 | 11.42 375 | 4.17 359 | 29.16 485 | 26.89 468 | 17.97 421 | 25.96 418 | 13.41 345 | 15.67 502 | 15.84 457 | 13.54 489 | 0.90 537 | 0.75 562 | 0.55 507 | 1.20 573 | 3.65 571 | 2.85 555 |
|
| iResNetv2_ROB |  | 12.00 488 | 2.91 476 | 13.46 473 | 5.82 346 | 3.73 391 | 13.15 410 | 6.45 439 | 34.15 556 | 36.02 549 | 25.25 537 | 33.81 537 | 29.79 537 | 14.24 473 | 13.61 410 | 6.10 367 | 0.21 383 | 0.02 86 | 0.12 393 | 0.00 1 | 0.82 469 | 0.25 314 |
|
| hitnet-ft |   | 12.04 489 | 2.11 427 | 6.14 206 | 7.27 447 | 3.90 401 | 25.98 569 | 3.56 339 | 22.56 404 | 23.74 432 | 20.55 474 | 33.81 537 | 31.59 552 | 18.67 542 | 19.47 515 | 17.20 521 | 0.42 461 | 1.36 586 | 0.35 485 | 0.07 324 | 1.11 491 | 0.86 466 |
|
| NLCA_NET_v2_RVC |  | 12.05 490 | 3.43 493 | 16.25 516 | 7.62 465 | 5.58 506 | 14.57 442 | 6.00 418 | 32.98 543 | 27.41 472 | 21.69 497 | 31.40 499 | 25.21 506 | 13.47 452 | 14.96 437 | 15.60 509 | 0.84 531 | 0.33 497 | 0.35 485 | 0.35 491 | 1.29 503 | 1.78 526 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhidong Zhu, Bo Li, and Renjie He.: NLCA-Net: A non-local context attention network for stereo matching. |
| acv_ft |  | 12.16 491 | 1.68 338 | 11.97 449 | 7.70 467 | 6.20 532 | 19.61 520 | 5.52 401 | 25.78 440 | 34.81 539 | 25.62 543 | 30.78 486 | 24.72 501 | 13.20 449 | 15.81 455 | 18.80 532 | 0.13 346 | 0.01 32 | 0.06 323 | 0.06 313 | 0.63 435 | 0.15 225 |
|
| dad |  | 12.24 492 | 10.20 584 | 13.68 479 | 6.64 416 | 1.47 224 | 13.55 418 | 3.58 342 | 17.62 327 | 35.33 544 | 27.15 559 | 32.65 519 | 30.85 545 | 10.86 391 | 14.33 425 | 10.04 451 | 2.95 590 | 0.55 545 | 7.92 622 | 0.91 556 | 3.35 566 | 1.17 498 |
|
| ISRNet |  | 12.26 493 | 2.02 414 | 17.38 524 | 12.71 581 | 6.24 537 | 7.39 304 | 1.62 174 | 29.23 487 | 31.94 515 | 22.65 507 | 35.28 544 | 24.62 496 | 15.27 497 | 15.28 440 | 13.76 492 | 0.78 520 | 1.00 577 | 2.30 583 | 0.52 529 | 0.92 481 | 4.29 579 |
|
| pcwnet_v2 |  | 12.32 494 | 2.00 404 | 17.53 528 | 7.79 472 | 5.69 514 | 17.06 495 | 3.69 345 | 36.52 582 | 46.17 601 | 20.55 474 | 29.39 464 | 16.50 392 | 13.00 446 | 15.70 451 | 9.32 441 | 0.50 478 | 1.00 577 | 0.34 484 | 0.24 442 | 2.00 532 | 1.38 508 |
|
| 222 |  | 12.33 495 | 1.29 199 | 8.09 301 | 6.06 374 | 2.14 296 | 19.51 519 | 2.53 289 | 33.63 550 | 23.55 425 | 21.72 498 | 30.51 481 | 20.11 450 | 16.77 515 | 13.22 395 | 46.51 652 | 0.15 357 | 0.14 384 | 0.01 225 | 0.03 243 | 0.26 260 | 0.26 318 |
|
| ADLNet |  | 12.34 496 | 2.22 439 | 10.14 413 | 8.38 488 | 6.78 550 | 17.56 502 | 9.05 493 | 33.21 547 | 26.28 462 | 27.06 556 | 26.01 420 | 26.80 517 | 13.76 459 | 16.99 485 | 18.74 531 | 0.24 403 | 0.39 504 | 0.23 455 | 0.10 355 | 0.64 439 | 2.16 544 |
|
| CBFPSM |  | 12.42 497 | 2.59 463 | 28.96 582 | 4.74 250 | 3.20 364 | 22.33 539 | 16.31 593 | 21.13 386 | 21.03 394 | 21.04 487 | 27.81 442 | 30.24 542 | 15.99 506 | 14.59 434 | 14.80 500 | 0.04 264 | 0.49 532 | 0.10 376 | 0.16 391 | 0.51 399 | 2.34 548 |
|
| DualNet (step1) |  | 12.44 498 | 4.86 526 | 17.49 525 | 5.97 363 | 2.94 354 | 17.57 503 | 8.30 483 | 28.75 476 | 23.91 435 | 24.38 527 | 21.03 362 | 24.64 497 | 17.82 531 | 13.58 408 | 9.82 444 | 6.44 617 | 0.87 570 | 6.62 611 | 7.44 624 | 3.20 562 | 3.11 562 |
|
| ADLNet2 |  | 12.44 498 | 2.17 434 | 12.84 461 | 9.17 505 | 5.82 521 | 20.00 522 | 10.13 520 | 32.53 538 | 36.22 552 | 18.62 441 | 19.39 330 | 21.96 465 | 17.07 520 | 21.43 545 | 19.42 535 | 0.24 403 | 0.15 391 | 0.06 323 | 0.08 329 | 0.86 473 | 0.57 418 |
|
| AASNet |  | 12.49 500 | 2.46 453 | 10.49 420 | 9.82 526 | 6.86 552 | 17.33 498 | 6.73 452 | 41.09 614 | 37.86 561 | 22.53 506 | 29.11 456 | 16.68 395 | 13.48 454 | 14.54 433 | 17.87 527 | 0.20 378 | 0.02 86 | 0.78 526 | 0.05 294 | 1.18 495 | 0.76 452 |
|
| HBP-ISP |  | 12.52 501 | 7.82 569 | 8.47 324 | 7.57 464 | 4.27 425 | 12.56 398 | 6.42 438 | 28.68 475 | 29.56 485 | 21.11 489 | 35.69 546 | 15.85 381 | 18.42 538 | 20.44 537 | 11.00 468 | 3.03 591 | 2.63 610 | 7.09 620 | 3.97 609 | 3.58 569 | 2.27 546 |
|
| Selective-IGEV-i16pb |  | 12.56 502 | 1.79 374 | 18.70 542 | 6.40 398 | 2.14 296 | 35.66 614 | 11.00 534 | 31.78 523 | 35.44 545 | 14.65 334 | 26.95 434 | 19.68 449 | 11.09 399 | 15.94 463 | 13.10 482 | 2.24 576 | 1.00 577 | 0.49 500 | 0.95 560 | 1.14 494 | 1.06 489 |
|
| CRFU-Net |  | 12.56 502 | 2.89 474 | 11.77 444 | 8.18 482 | 5.80 520 | 24.84 557 | 10.46 531 | 24.56 426 | 13.12 290 | 30.06 578 | 29.37 459 | 29.09 528 | 19.64 547 | 19.96 522 | 18.53 530 | 0.82 528 | 0.48 529 | 0.27 464 | 0.15 388 | 0.53 406 | 0.68 438 |
|
| UNet |  | 12.64 504 | 2.02 414 | 13.36 468 | 6.85 431 | 7.76 574 | 25.31 566 | 4.74 378 | 34.10 555 | 28.19 479 | 20.03 466 | 31.07 493 | 27.02 523 | 17.36 524 | 20.18 528 | 13.87 493 | 0.06 309 | 0.05 180 | 0.27 464 | 0.01 180 | 0.23 238 | 0.39 370 |
|
| delet |  | 12.65 505 | 1.85 380 | 11.36 438 | 7.71 469 | 6.22 534 | 22.52 541 | 10.22 524 | 28.14 471 | 37.67 559 | 19.66 458 | 29.24 458 | 21.00 457 | 15.99 506 | 21.97 547 | 17.77 526 | 0.03 246 | 0.07 245 | 0.19 439 | 0.04 266 | 0.60 427 | 0.75 451 |
|
| HGLStereo |  | 12.72 506 | 2.66 465 | 12.34 453 | 9.93 530 | 7.55 568 | 16.16 479 | 7.45 474 | 31.48 520 | 27.01 469 | 20.01 464 | 35.31 545 | 26.98 522 | 18.90 543 | 17.87 493 | 18.90 533 | 0.33 430 | 0.16 400 | 0.07 334 | 0.05 294 | 0.48 381 | 0.70 444 |
|
| GEStereo_RVC |  | 12.81 507 | 2.49 456 | 13.64 477 | 9.68 522 | 4.97 467 | 18.16 508 | 11.30 540 | 31.26 516 | 47.47 604 | 19.84 461 | 26.97 435 | 19.03 437 | 13.19 448 | 20.14 527 | 14.86 503 | 0.83 530 | 0.51 538 | 0.10 376 | 0.13 373 | 0.54 408 | 0.99 482 |
|
| CSP-Net |  | 12.85 508 | 2.95 478 | 9.64 387 | 5.94 361 | 3.96 404 | 25.85 567 | 9.93 509 | 28.81 480 | 26.00 459 | 29.31 574 | 32.44 517 | 30.00 539 | 15.16 495 | 20.25 531 | 14.30 498 | 0.55 487 | 0.19 419 | 0.03 270 | 0.00 1 | 0.65 441 | 0.98 481 |
|
| SGM-Forest |  | 12.92 509 | 1.87 381 | 6.61 222 | 5.68 334 | 2.05 291 | 23.19 547 | 11.30 540 | 34.24 559 | 30.77 501 | 26.54 551 | 31.99 509 | 29.98 538 | 15.74 503 | 21.17 544 | 13.36 487 | 1.05 548 | 0.33 497 | 0.84 537 | 0.01 180 | 0.71 451 | 0.97 478 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| MMNet |  | 12.97 510 | 2.08 423 | 12.74 459 | 6.98 434 | 6.27 539 | 26.39 574 | 4.73 377 | 23.10 412 | 41.79 579 | 25.48 541 | 32.29 516 | 21.09 459 | 17.79 529 | 19.52 516 | 17.90 528 | 0.19 370 | 0.07 245 | 0.10 376 | 0.00 1 | 0.37 340 | 0.59 422 |
|
| STTStereo |  | 12.97 510 | 4.88 529 | 26.57 575 | 7.54 462 | 5.41 498 | 13.43 414 | 6.49 442 | 30.53 507 | 26.35 464 | 25.14 536 | 31.43 500 | 32.00 555 | 14.12 469 | 16.01 468 | 14.83 502 | 0.29 422 | 0.31 489 | 0.67 519 | 1.08 567 | 1.21 497 | 1.11 492 |
|
| TDLM |  | 12.98 512 | 3.78 504 | 9.77 396 | 10.75 554 | 4.94 465 | 16.10 475 | 14.08 569 | 35.05 567 | 31.87 510 | 22.36 503 | 26.51 431 | 26.09 514 | 14.97 492 | 24.73 566 | 13.11 483 | 1.05 548 | 0.05 180 | 1.21 560 | 0.27 460 | 1.83 525 | 1.00 484 |
|
| AANet_RVC |  | 13.16 513 | 5.34 537 | 10.83 430 | 8.20 484 | 4.44 442 | 14.13 429 | 9.46 502 | 28.78 479 | 37.67 559 | 23.44 518 | 37.47 559 | 23.48 484 | 15.83 505 | 22.39 551 | 16.63 517 | 1.67 565 | 0.86 568 | 0.24 458 | 0.02 220 | 0.63 435 | 1.60 519 |
|
| psm_up |  | 13.18 514 | 1.91 387 | 8.81 337 | 9.59 520 | 5.84 524 | 15.17 454 | 11.37 542 | 38.74 601 | 30.81 502 | 20.66 479 | 30.32 479 | 30.00 539 | 23.12 563 | 19.19 511 | 16.02 511 | 0.58 489 | 0.10 317 | 0.17 426 | 0.01 180 | 0.65 441 | 0.55 412 |
|
| xyz-stereo |  | 13.23 515 | 0.83 58 | 38.70 605 | 2.53 58 | 0.83 145 | 41.19 632 | 4.82 385 | 13.68 254 | 26.28 462 | 22.98 512 | 37.78 561 | 29.35 533 | 18.53 540 | 18.11 498 | 7.85 407 | 0.22 389 | 0.03 123 | 0.64 516 | 0.01 180 | 0.13 173 | 0.06 106 |
|
| ssnet_v2 |  | 13.23 515 | 2.43 450 | 11.25 435 | 7.34 449 | 2.92 353 | 23.05 546 | 12.95 558 | 35.93 577 | 32.92 527 | 21.23 492 | 25.38 413 | 28.81 527 | 15.22 496 | 22.57 552 | 19.81 539 | 0.18 366 | 0.08 279 | 0.19 439 | 0.05 294 | 1.24 500 | 1.06 489 |
|
| CVANet_RVC |  | 13.24 517 | 3.39 492 | 8.43 319 | 8.42 489 | 5.04 474 | 18.52 514 | 11.72 548 | 32.03 527 | 33.85 530 | 23.17 515 | 32.77 520 | 29.78 536 | 16.51 512 | 23.20 556 | 11.28 470 | 0.94 538 | 0.04 143 | 1.19 559 | 0.47 523 | 3.13 558 | 1.01 485 |
|
| FADNet-RVC |  | 13.27 518 | 11.57 599 | 39.71 606 | 7.94 475 | 4.50 448 | 15.41 458 | 6.95 461 | 27.96 467 | 22.98 421 | 20.37 473 | 30.73 485 | 26.86 519 | 11.31 407 | 20.50 539 | 14.28 497 | 0.14 348 | 0.14 384 | 0.13 405 | 0.18 398 | 2.83 549 | 0.86 466 |
|
| DLCB_ROB |  | 13.35 519 | 3.00 481 | 9.12 361 | 9.43 511 | 5.68 512 | 21.80 536 | 10.12 519 | 29.19 486 | 29.92 495 | 27.71 561 | 31.45 505 | 32.37 558 | 19.50 546 | 19.02 507 | 16.73 518 | 0.22 389 | 0.04 143 | 0.38 491 | 0.06 313 | 0.49 390 | 0.85 465 |
|
| StereoDRNet-Refined |  | 13.36 520 | 2.80 468 | 10.82 429 | 7.94 475 | 3.10 360 | 18.95 515 | 4.45 368 | 28.47 474 | 29.65 488 | 29.11 570 | 41.47 586 | 24.44 494 | 17.64 527 | 23.34 557 | 21.66 550 | 0.16 359 | 0.07 245 | 0.53 505 | 0.32 481 | 0.77 465 | 1.64 521 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| SACVNet |  | 13.38 521 | 4.08 512 | 11.41 440 | 11.67 571 | 5.79 519 | 17.28 497 | 9.39 500 | 32.77 540 | 22.29 412 | 28.11 564 | 33.35 529 | 32.48 559 | 21.86 558 | 19.75 518 | 10.28 457 | 1.00 544 | 0.48 529 | 0.85 538 | 0.29 466 | 1.31 506 | 3.08 560 |
|
| iinet-f |  | 13.51 522 | 4.29 515 | 45.90 620 | 6.01 369 | 3.96 404 | 21.00 529 | 13.40 564 | 27.40 464 | 21.12 396 | 21.11 489 | 30.72 484 | 21.49 462 | 16.96 518 | 15.33 441 | 19.50 537 | 0.12 342 | 0.42 512 | 0.09 357 | 0.05 294 | 0.89 476 | 0.39 370 |
|
| rvit_105_1 |  | 13.56 523 | 5.57 540 | 19.88 553 | 13.22 585 | 4.58 453 | 15.04 450 | 28.61 643 | 26.56 452 | 42.75 585 | 18.83 445 | 24.53 404 | 20.93 456 | 13.85 462 | 18.02 497 | 11.90 475 | 1.74 566 | 0.60 549 | 0.25 459 | 2.10 593 | 0.61 429 | 1.64 521 |
|
| CBMV |   | 13.69 524 | 3.63 498 | 8.02 298 | 5.93 360 | 2.69 336 | 22.57 542 | 12.44 555 | 29.81 496 | 31.57 508 | 31.20 584 | 33.79 536 | 31.04 546 | 17.41 525 | 25.28 569 | 14.11 496 | 0.71 509 | 0.60 549 | 0.60 512 | 0.11 365 | 1.11 491 | 1.13 495 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| PS-NSSS |  | 13.70 525 | 7.41 566 | 14.68 498 | 6.70 420 | 5.63 509 | 18.43 512 | 12.59 556 | 38.89 603 | 25.56 452 | 20.27 471 | 35.71 547 | 21.11 460 | 16.35 510 | 17.16 487 | 17.56 524 | 2.28 577 | 0.53 542 | 5.37 604 | 0.36 494 | 4.28 578 | 3.09 561 |
|
| FADNet |  | 14.18 526 | 10.92 593 | 37.56 602 | 7.79 472 | 6.64 544 | 17.48 501 | 6.91 458 | 34.73 565 | 34.03 531 | 18.85 446 | 27.02 436 | 28.26 525 | 14.24 473 | 17.77 492 | 10.09 452 | 0.41 457 | 0.67 556 | 0.37 489 | 0.37 498 | 8.13 607 | 1.34 505 |
|
| fast-acv-ft |  | 14.25 527 | 4.00 511 | 16.20 514 | 7.51 460 | 5.14 481 | 26.38 573 | 9.77 507 | 24.62 427 | 34.84 541 | 25.30 539 | 37.27 557 | 32.09 556 | 20.38 552 | 18.32 499 | 19.50 537 | 0.36 439 | 0.32 492 | 0.63 514 | 0.47 523 | 1.18 495 | 0.76 452 |
|
| DStereoRT |  | 14.31 528 | 2.30 445 | 10.03 412 | 10.45 544 | 5.01 473 | 18.36 509 | 6.38 436 | 27.11 458 | 26.47 465 | 15.77 366 | 24.40 402 | 10.48 286 | 14.62 484 | 17.08 486 | 9.45 442 | 1.32 559 | 0.51 538 | 57.89 663 | 25.93 652 | 0.56 418 | 2.01 535 |
|
| pmcnn |  | 14.59 529 | 3.68 501 | 19.78 552 | 6.83 429 | 4.51 449 | 21.27 532 | 14.67 575 | 27.37 462 | 30.54 498 | 27.09 558 | 40.19 578 | 38.71 596 | 18.53 540 | 17.70 491 | 19.27 534 | 0.84 531 | 0.09 298 | 0.00 1 | 0.00 1 | 0.48 381 | 0.31 345 |
|
| Anonymous_2 |  | 14.95 530 | 6.75 559 | 17.63 530 | 5.45 322 | 7.10 559 | 26.19 570 | 11.58 545 | 18.06 340 | 17.30 350 | 17.61 414 | 15.47 283 | 23.33 482 | 20.95 556 | 20.55 540 | 14.63 499 | 11.05 636 | 12.86 646 | 11.27 630 | 25.12 651 | 11.32 625 | 4.82 587 |
|
| z-ln-s-r |  | 14.97 531 | 6.05 544 | 40.55 609 | 5.39 319 | 5.41 498 | 13.95 426 | 13.34 563 | 21.84 395 | 36.75 555 | 18.86 447 | 43.90 604 | 23.71 489 | 16.41 511 | 22.64 554 | 28.99 605 | 0.02 209 | 0.02 86 | 0.00 1 | 0.00 1 | 1.04 486 | 0.48 397 |
|
| test_sample9 |  | 15.04 532 | 4.86 526 | 17.49 525 | 5.97 363 | 2.94 354 | 17.57 503 | 8.30 483 | 28.75 476 | 23.91 435 | 24.38 527 | 21.03 362 | 24.64 497 | 17.82 531 | 20.07 525 | 20.17 541 | 6.44 617 | 36.07 660 | 6.62 611 | 7.44 624 | 3.20 562 | 3.11 562 |
|
| NVstereo2D |  | 15.15 533 | 2.97 479 | 16.28 517 | 9.23 508 | 7.56 569 | 30.03 590 | 9.53 504 | 42.80 624 | 42.72 584 | 15.11 347 | 27.03 437 | 23.16 479 | 16.93 517 | 24.28 562 | 15.45 507 | 3.07 593 | 0.43 516 | 1.44 568 | 0.61 537 | 6.74 597 | 7.60 615 |
|
| TCMNet |  | 15.19 534 | 6.68 557 | 19.70 550 | 13.83 590 | 12.53 620 | 26.35 572 | 13.66 565 | 29.47 491 | 35.21 542 | 24.71 531 | 31.20 495 | 23.44 483 | 15.13 494 | 18.97 506 | 22.59 562 | 1.13 552 | 0.65 553 | 2.04 576 | 0.97 562 | 3.18 559 | 2.31 547 |
|
| Wz-Net-LNSev-Ref |  | 15.26 535 | 3.68 501 | 27.36 577 | 7.11 442 | 5.83 523 | 24.88 559 | 12.12 553 | 30.19 499 | 36.12 551 | 27.08 557 | 45.98 609 | 29.10 529 | 13.65 455 | 20.45 538 | 20.26 544 | 0.67 506 | 0.00 1 | 0.10 376 | 0.00 1 | 0.32 313 | 0.26 318 |
|
| StereoDRNet |  | 15.30 536 | 4.47 519 | 14.35 494 | 10.71 550 | 8.69 588 | 25.02 562 | 11.03 535 | 39.66 605 | 35.62 547 | 29.17 571 | 28.81 454 | 34.05 575 | 17.80 530 | 18.80 504 | 23.77 568 | 0.41 457 | 0.30 485 | 0.15 417 | 0.14 379 | 1.64 517 | 1.42 510 |
|
| FINET |  | 15.49 537 | 6.08 545 | 24.99 570 | 8.12 480 | 7.69 572 | 21.80 536 | 22.35 623 | 33.76 552 | 48.27 606 | 25.99 545 | 32.27 515 | 19.48 445 | 16.83 516 | 19.07 508 | 16.38 516 | 1.37 560 | 0.70 557 | 0.95 545 | 0.27 460 | 2.61 544 | 0.90 471 |
|
| DRN-Test |  | 15.88 538 | 3.83 507 | 14.70 499 | 9.96 532 | 8.02 581 | 28.93 587 | 14.65 574 | 42.34 619 | 38.25 564 | 28.18 565 | 34.31 541 | 29.22 531 | 18.35 537 | 20.01 523 | 22.68 563 | 0.37 442 | 0.41 508 | 0.46 497 | 0.28 463 | 1.28 502 | 1.34 505 |
|
| YMNet |  | 15.91 539 | 5.68 542 | 21.74 562 | 10.94 557 | 8.77 590 | 25.22 564 | 9.21 496 | 32.22 533 | 31.35 504 | 33.81 602 | 38.84 569 | 34.00 572 | 17.83 534 | 19.95 520 | 21.57 548 | 0.87 534 | 1.30 582 | 1.22 562 | 0.91 556 | 1.64 517 | 1.18 500 |
|
| YMNet_1 |  | 15.91 539 | 5.68 542 | 21.74 562 | 10.94 557 | 8.77 590 | 25.22 564 | 9.21 496 | 32.22 533 | 31.35 504 | 33.81 602 | 38.84 569 | 34.00 572 | 17.83 534 | 19.95 520 | 21.57 548 | 0.87 534 | 1.30 582 | 1.22 562 | 0.91 556 | 1.64 517 | 1.18 500 |
|
| SDNR |  | 16.15 541 | 5.23 535 | 28.92 581 | 5.73 342 | 6.05 531 | 56.85 652 | 3.26 319 | 23.18 413 | 29.73 489 | 20.62 477 | 36.48 551 | 13.59 349 | 16.97 519 | 18.43 500 | 13.44 488 | 10.56 632 | 13.84 648 | 3.10 595 | 0.44 518 | 7.80 603 | 8.81 622 |
|
| PA-Net |  | 16.29 542 | 6.88 561 | 27.34 576 | 9.88 529 | 11.12 609 | 21.77 535 | 28.15 642 | 32.06 528 | 39.49 565 | 19.99 463 | 27.91 443 | 23.50 485 | 20.59 553 | 20.25 531 | 24.04 571 | 0.24 403 | 2.26 606 | 0.22 451 | 4.59 613 | 1.13 493 | 4.48 583 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| DISCO |  | 16.36 543 | 1.88 383 | 16.15 513 | 7.78 471 | 4.19 420 | 26.92 577 | 10.21 523 | 30.31 504 | 44.26 594 | 21.35 494 | 33.91 539 | 35.80 585 | 22.40 560 | 35.65 613 | 33.87 615 | 0.18 366 | 0.08 279 | 0.04 292 | 0.04 266 | 1.71 521 | 0.54 410 |
|
| GwcNet |   | 16.48 544 | 5.23 535 | 20.03 555 | 10.24 541 | 8.48 585 | 28.79 584 | 10.09 517 | 38.60 599 | 44.51 595 | 23.29 517 | 36.95 555 | 31.29 549 | 19.79 550 | 20.42 536 | 25.70 584 | 0.54 485 | 0.72 558 | 0.57 510 | 0.39 504 | 1.37 509 | 2.64 551 |
|
| NaN_ROB |  | 16.51 545 | 6.51 554 | 16.22 515 | 10.53 548 | 4.64 456 | 31.76 600 | 17.78 605 | 37.00 588 | 43.37 589 | 29.68 576 | 31.29 496 | 32.67 564 | 20.32 551 | 28.00 585 | 16.06 512 | 0.38 443 | 0.41 508 | 0.32 481 | 0.41 508 | 0.87 475 | 1.94 532 |
|
| FAT-Stereo |  | 16.81 546 | 2.97 479 | 17.56 529 | 9.80 525 | 6.21 533 | 16.12 478 | 13.23 562 | 38.18 598 | 39.67 568 | 27.00 555 | 39.73 576 | 37.55 592 | 31.30 608 | 20.39 535 | 21.52 547 | 3.44 595 | 2.05 599 | 0.81 535 | 1.10 568 | 1.89 528 | 5.72 592 |
|
| S-Stereo |  | 16.85 547 | 3.95 510 | 20.67 558 | 12.08 577 | 8.91 594 | 21.68 534 | 12.61 557 | 32.20 532 | 44.61 596 | 22.37 504 | 38.42 567 | 29.15 530 | 28.02 592 | 18.58 502 | 22.36 561 | 2.88 589 | 3.11 619 | 0.87 542 | 1.82 587 | 3.58 569 | 9.08 624 |
|
| DANet |  | 16.85 547 | 8.00 570 | 26.04 574 | 14.56 599 | 7.25 562 | 20.59 527 | 5.37 392 | 26.22 448 | 26.02 461 | 32.17 592 | 36.00 549 | 37.20 590 | 29.77 600 | 30.75 593 | 24.62 576 | 1.14 554 | 1.34 584 | 2.21 581 | 0.51 528 | 3.18 559 | 4.07 577 |
| Z Ling, K Yang, J Li, Y Zhang, X Gao, L Luo, L Xie: Domain-adaptive modules for stereo matching network. Neurocomputing 2021 |
| MaskLacGwcNet_RVC |  | 16.87 549 | 16.27 616 | 17.93 536 | 11.24 565 | 6.69 547 | 28.95 588 | 10.44 526 | 41.23 616 | 21.49 401 | 29.68 576 | 34.27 540 | 32.48 559 | 11.00 396 | 20.05 524 | 15.09 505 | 8.22 624 | 2.59 609 | 12.23 631 | 0.75 548 | 10.40 618 | 6.34 599 |
|
| PSMNet_ROB |  | 16.90 550 | 5.45 538 | 14.16 487 | 13.77 588 | 7.25 562 | 27.65 580 | 32.74 649 | 43.21 627 | 37.88 562 | 24.00 521 | 32.97 525 | 34.55 579 | 16.69 513 | 17.41 488 | 23.96 570 | 0.38 443 | 0.22 443 | 0.93 544 | 2.05 591 | 1.83 525 | 0.96 477 |
|
| GANet |  | 16.92 551 | 4.32 517 | 12.46 455 | 10.84 556 | 4.24 422 | 23.04 545 | 15.36 587 | 39.91 608 | 34.47 537 | 32.42 593 | 45.10 608 | 40.04 605 | 27.54 587 | 23.61 560 | 20.20 543 | 1.02 547 | 0.08 279 | 0.67 519 | 0.22 423 | 1.87 527 | 0.97 478 |
|
| Syn2CoEx |  | 17.03 552 | 10.40 587 | 25.65 573 | 20.35 618 | 8.02 581 | 26.28 571 | 11.27 539 | 37.16 590 | 32.69 525 | 28.89 568 | 40.17 577 | 29.27 532 | 26.63 582 | 19.19 511 | 17.63 525 | 0.98 542 | 0.54 543 | 1.23 564 | 0.23 432 | 1.82 524 | 2.24 545 |
|
| test_sample8 |  | 17.19 553 | 4.86 526 | 17.49 525 | 5.97 363 | 2.94 354 | 17.57 503 | 8.30 483 | 31.87 524 | 18.55 369 | 33.54 599 | 26.00 419 | 40.64 608 | 32.90 613 | 20.07 525 | 20.17 541 | 6.44 617 | 36.07 660 | 6.62 611 | 7.44 624 | 3.20 562 | 3.11 562 |
|
| NCCL2 |  | 17.23 554 | 6.37 553 | 14.30 493 | 23.45 631 | 7.18 561 | 24.16 551 | 17.05 600 | 34.39 561 | 25.88 455 | 31.55 586 | 38.01 563 | 42.09 615 | 26.81 583 | 20.94 543 | 22.69 564 | 0.45 466 | 0.23 451 | 2.63 588 | 1.80 586 | 2.02 534 | 2.57 549 |
|
| GASNet |  | 17.30 555 | 19.38 624 | 30.46 590 | 20.66 620 | 9.36 598 | 16.06 473 | 9.06 494 | 43.89 631 | 40.04 571 | 25.35 540 | 23.73 395 | 32.90 565 | 15.37 500 | 28.91 587 | 17.05 519 | 3.04 592 | 0.27 477 | 1.88 574 | 0.45 521 | 6.73 596 | 1.37 507 |
|
| ADCRef |  | 17.30 555 | 6.73 558 | 42.01 615 | 10.11 535 | 8.78 592 | 26.61 575 | 10.45 527 | 31.29 518 | 32.75 526 | 31.19 583 | 41.62 589 | 18.47 431 | 19.78 549 | 24.29 563 | 34.06 617 | 0.76 518 | 0.42 512 | 2.16 579 | 1.79 585 | 1.23 499 | 1.56 518 |
|
| XPNet_ROB |  | 17.33 557 | 4.84 524 | 15.44 504 | 11.15 562 | 6.64 544 | 20.88 528 | 16.10 590 | 36.26 580 | 39.54 566 | 31.80 590 | 41.32 584 | 41.30 612 | 23.91 567 | 24.67 564 | 27.40 592 | 1.07 551 | 0.74 560 | 0.79 528 | 0.25 448 | 1.10 490 | 1.31 504 |
|
| w-ln-seven-2 |  | 17.58 558 | 7.62 567 | 41.78 613 | 11.29 567 | 6.55 543 | 23.49 548 | 14.08 569 | 29.64 494 | 39.85 570 | 28.44 567 | 42.38 592 | 30.45 543 | 27.66 589 | 22.16 549 | 22.15 557 | 0.44 464 | 0.49 532 | 0.65 517 | 0.17 396 | 1.58 513 | 0.81 457 |
|
| RP |  | 17.58 558 | 4.92 530 | 15.27 503 | 15.44 605 | 11.95 617 | 21.05 530 | 11.75 549 | 27.64 465 | 45.09 599 | 22.99 513 | 42.05 591 | 39.39 601 | 27.74 590 | 25.54 570 | 22.33 560 | 5.45 610 | 0.59 548 | 4.33 600 | 1.62 584 | 3.53 568 | 2.86 557 |
|
| SuperB |  | 17.60 560 | 6.22 552 | 56.40 642 | 7.91 474 | 5.07 475 | 19.70 521 | 9.03 492 | 24.87 429 | 50.15 618 | 26.25 550 | 39.13 571 | 17.61 416 | 20.84 555 | 22.28 550 | 25.31 580 | 0.70 507 | 0.31 489 | 1.10 554 | 0.71 545 | 16.58 638 | 1.86 527 |
|
| ETE_ROB |  | 17.67 561 | 9.48 578 | 17.66 531 | 13.60 586 | 4.57 452 | 23.03 544 | 21.09 618 | 32.49 536 | 35.24 543 | 30.49 580 | 38.06 564 | 46.18 628 | 24.49 570 | 26.40 575 | 24.21 573 | 0.46 471 | 0.24 462 | 1.14 555 | 0.84 551 | 1.52 512 | 2.13 539 |
|
| APVNet |  | 17.75 562 | 5.46 539 | 20.35 557 | 12.31 579 | 8.40 584 | 30.16 592 | 24.10 632 | 41.14 615 | 30.12 496 | 25.08 535 | 41.09 582 | 31.24 547 | 23.12 563 | 27.07 578 | 27.86 598 | 0.34 434 | 0.56 546 | 3.02 593 | 0.52 529 | 1.68 520 | 1.45 512 |
|
| PWCDC_ROB |   | 17.80 563 | 9.62 579 | 18.38 540 | 17.95 612 | 7.74 573 | 24.61 556 | 5.56 404 | 34.41 562 | 52.79 623 | 29.66 575 | 50.20 624 | 20.63 453 | 19.69 548 | 29.85 592 | 20.87 545 | 6.18 614 | 0.26 473 | 0.10 376 | 0.05 294 | 5.36 590 | 2.00 534 |
|
| MDST_ROB |  | 17.92 564 | 1.60 308 | 13.68 479 | 13.88 592 | 6.44 541 | 43.05 634 | 14.86 577 | 42.74 623 | 41.66 577 | 43.25 628 | 42.85 596 | 28.43 526 | 17.28 523 | 29.35 589 | 16.06 512 | 0.88 536 | 0.11 338 | 0.63 514 | 0.47 523 | 0.50 395 | 0.64 433 |
|
| Nwc_Net |  | 17.98 565 | 4.67 522 | 17.79 535 | 14.26 595 | 11.65 615 | 25.14 563 | 14.88 578 | 40.85 612 | 39.83 569 | 21.07 488 | 43.24 598 | 34.50 578 | 27.64 588 | 26.44 577 | 25.03 577 | 3.22 594 | 0.18 412 | 2.52 587 | 3.18 600 | 1.98 530 | 1.51 515 |
|
| ADCP+ |  | 18.16 566 | 4.61 521 | 32.94 593 | 9.31 509 | 10.23 603 | 28.87 585 | 11.69 547 | 33.43 548 | 36.49 553 | 29.28 573 | 40.49 579 | 24.18 493 | 24.61 573 | 33.89 602 | 35.33 619 | 0.25 409 | 0.40 507 | 2.00 575 | 1.17 572 | 2.16 537 | 1.87 529 |
|
| Wz-Net-LNSev |  | 18.19 567 | 10.57 589 | 41.33 611 | 10.19 538 | 7.94 579 | 24.29 552 | 15.28 585 | 34.15 556 | 43.38 590 | 32.90 596 | 43.72 602 | 31.94 554 | 22.21 559 | 20.81 542 | 22.26 558 | 0.47 472 | 0.22 443 | 0.00 1 | 0.02 220 | 1.22 498 | 0.94 476 |
|
| PWC_ROB |   | 18.37 568 | 10.55 588 | 25.19 571 | 10.21 539 | 6.29 540 | 23.75 549 | 4.79 381 | 35.93 577 | 48.75 610 | 32.56 594 | 44.46 607 | 34.68 580 | 24.78 575 | 30.99 594 | 25.72 585 | 1.38 562 | 0.08 279 | 1.57 569 | 0.26 453 | 2.18 538 | 3.17 567 |
|
| AF-Net |  | 18.38 569 | 5.60 541 | 14.21 489 | 15.95 606 | 10.78 606 | 22.26 538 | 10.45 527 | 35.39 571 | 50.22 619 | 24.71 531 | 37.77 560 | 41.55 613 | 29.24 598 | 29.11 588 | 26.67 586 | 4.35 605 | 0.06 217 | 4.56 602 | 0.90 553 | 2.42 539 | 1.38 508 |
|
| stereogan |  | 18.62 570 | 3.07 483 | 16.31 518 | 13.04 583 | 9.99 601 | 35.74 615 | 9.09 495 | 38.17 597 | 45.27 600 | 24.39 530 | 41.24 583 | 39.93 603 | 25.46 579 | 31.29 596 | 24.33 575 | 1.80 569 | 0.91 574 | 2.71 590 | 0.75 548 | 5.15 588 | 3.70 568 |
|
| edge stereo |  | 18.75 571 | 5.12 531 | 17.66 531 | 10.77 555 | 7.84 577 | 22.41 540 | 11.03 535 | 35.23 570 | 42.07 583 | 34.62 604 | 42.74 594 | 41.28 611 | 35.50 619 | 25.14 568 | 24.17 572 | 2.42 583 | 2.42 608 | 6.35 610 | 1.45 580 | 2.89 552 | 3.80 569 |
|
| RYNet |  | 18.92 572 | 4.69 523 | 16.88 522 | 10.99 559 | 15.84 630 | 46.72 637 | 16.57 596 | 37.84 594 | 48.03 605 | 26.92 553 | 26.48 429 | 37.84 595 | 24.92 577 | 19.80 519 | 31.04 611 | 0.25 409 | 0.25 470 | 0.62 513 | 0.03 243 | 6.34 595 | 6.39 600 |
|
| Wz-Net-MNSev |  | 18.98 573 | 6.53 555 | 33.16 595 | 10.15 537 | 7.26 564 | 38.37 625 | 16.45 594 | 34.19 558 | 43.20 588 | 30.65 581 | 40.76 580 | 40.51 607 | 19.24 545 | 27.56 580 | 28.06 603 | 0.81 527 | 0.26 473 | 0.05 303 | 0.10 355 | 1.45 511 | 0.84 462 |
|
| LALA_ROB |  | 19.19 574 | 7.15 564 | 15.93 512 | 12.96 582 | 5.30 493 | 28.30 583 | 23.21 630 | 42.51 620 | 36.69 554 | 33.45 598 | 40.81 581 | 50.96 640 | 24.53 571 | 27.92 582 | 25.66 583 | 0.60 495 | 0.44 518 | 2.04 576 | 1.22 574 | 2.54 543 | 1.47 513 |
|
| aanetorigin |  | 19.21 575 | 12.59 601 | 53.50 629 | 9.67 521 | 7.83 576 | 11.85 383 | 13.87 567 | 17.05 320 | 34.15 534 | 49.18 638 | 48.89 620 | 34.05 575 | 30.22 602 | 22.86 555 | 28.00 602 | 1.01 546 | 0.75 562 | 0.67 519 | 0.89 552 | 3.07 555 | 4.14 578 |
|
| SGM_RVC |   | 19.52 576 | 2.12 430 | 6.79 235 | 6.59 410 | 1.33 211 | 38.20 624 | 15.74 588 | 38.13 596 | 34.07 532 | 45.71 633 | 41.91 590 | 51.41 641 | 38.10 626 | 38.77 629 | 27.80 597 | 0.61 499 | 0.36 502 | 0.51 503 | 0.33 486 | 1.03 485 | 0.90 471 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| RTSC |  | 19.64 577 | 9.36 575 | 31.06 591 | 10.99 559 | 6.24 537 | 28.10 582 | 10.14 521 | 37.50 593 | 58.34 646 | 31.74 588 | 36.70 553 | 32.50 561 | 21.03 557 | 36.00 618 | 37.24 629 | 1.23 557 | 0.44 518 | 0.12 393 | 0.31 478 | 1.98 530 | 1.69 524 |
|
| NCC-stereo |  | 19.75 578 | 6.08 545 | 23.96 566 | 15.05 601 | 16.17 631 | 18.42 510 | 21.45 619 | 43.31 629 | 41.00 575 | 24.30 525 | 38.12 565 | 34.98 581 | 26.92 584 | 35.46 610 | 25.65 581 | 4.29 603 | 2.07 601 | 3.24 596 | 8.90 634 | 2.86 550 | 2.86 557 |
|
| Abc-Net |  | 19.75 578 | 6.08 545 | 23.96 566 | 15.05 601 | 16.17 631 | 18.42 510 | 21.45 619 | 43.31 629 | 41.00 575 | 24.30 525 | 38.12 565 | 34.98 581 | 26.92 584 | 35.46 610 | 25.65 581 | 4.29 603 | 2.07 601 | 3.24 596 | 8.90 634 | 2.86 550 | 2.86 557 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| DGSMNet |  | 19.79 580 | 12.06 600 | 33.43 596 | 13.79 589 | 16.23 633 | 22.97 543 | 15.88 589 | 35.41 572 | 41.96 581 | 19.90 462 | 32.16 514 | 35.60 584 | 18.14 536 | 29.48 591 | 23.10 565 | 3.85 599 | 3.89 630 | 6.16 609 | 4.75 614 | 13.56 629 | 13.44 637 |
|
| RGC |  | 19.90 581 | 13.26 604 | 20.24 556 | 18.19 613 | 14.06 626 | 21.21 531 | 14.33 571 | 34.97 566 | 43.60 592 | 27.73 562 | 41.49 587 | 39.76 602 | 27.98 591 | 34.52 605 | 21.37 546 | 3.66 598 | 0.54 543 | 8.67 623 | 4.16 611 | 4.19 576 | 4.02 575 |
|
| DeepPrunerF |  | 19.92 582 | 11.02 596 | 44.29 616 | 20.74 621 | 17.75 635 | 19.19 517 | 22.57 624 | 36.86 587 | 49.93 614 | 25.48 541 | 36.62 552 | 24.69 500 | 23.97 568 | 23.44 558 | 21.79 551 | 2.68 587 | 1.63 594 | 5.70 606 | 3.95 608 | 3.38 567 | 2.67 552 |
|
| WCMA_ROB |  | 20.02 583 | 4.30 516 | 19.72 551 | 9.47 516 | 7.00 557 | 32.71 606 | 13.99 568 | 31.97 526 | 32.48 522 | 41.51 623 | 52.00 629 | 44.09 619 | 36.14 621 | 32.43 598 | 24.29 574 | 6.19 615 | 2.79 615 | 1.09 553 | 1.10 568 | 3.95 573 | 3.13 565 |
|
| MSAF-DinoV2 |  | 20.61 584 | 7.35 565 | 24.41 568 | 11.43 570 | 4.88 462 | 30.12 591 | 16.70 597 | 39.67 606 | 54.27 627 | 22.75 509 | 32.01 510 | 48.05 634 | 30.44 604 | 37.52 623 | 40.45 637 | 0.72 511 | 0.50 534 | 0.44 494 | 1.23 575 | 4.64 580 | 4.54 584 |
|
| psmorigin |  | 20.95 585 | 10.24 586 | 35.84 598 | 9.75 523 | 7.05 558 | 24.59 555 | 10.11 518 | 32.85 542 | 32.17 518 | 43.09 626 | 54.57 639 | 42.79 616 | 36.62 622 | 35.99 617 | 27.41 593 | 1.58 564 | 2.72 613 | 0.79 528 | 1.05 565 | 3.26 565 | 6.50 601 |
|
| SANet |  | 20.96 586 | 6.60 556 | 29.81 585 | 8.83 496 | 3.19 363 | 31.27 599 | 20.56 616 | 41.86 618 | 56.09 638 | 39.30 618 | 43.62 600 | 44.95 621 | 31.93 610 | 27.83 581 | 23.67 567 | 0.94 538 | 0.52 541 | 0.99 547 | 0.42 511 | 4.72 582 | 2.03 536 |
|
| FBW_ROB |  | 21.00 587 | 10.23 585 | 22.72 564 | 13.71 587 | 6.77 549 | 30.49 597 | 16.46 595 | 44.58 632 | 43.57 591 | 44.25 631 | 39.59 574 | 43.27 618 | 26.12 581 | 33.96 603 | 21.80 552 | 2.58 586 | 1.84 597 | 7.14 621 | 2.78 598 | 4.00 574 | 4.06 576 |
|
| w-ln-seven |  | 21.04 588 | 9.30 573 | 55.15 640 | 11.32 568 | 9.98 600 | 30.27 593 | 18.05 607 | 37.06 589 | 55.12 634 | 36.70 610 | 43.26 599 | 33.73 571 | 22.90 561 | 22.63 553 | 29.52 606 | 0.39 452 | 0.18 412 | 0.85 538 | 0.16 391 | 2.75 547 | 1.47 513 |
|
| z-mn7 |  | 21.05 589 | 9.91 581 | 45.96 621 | 11.27 566 | 5.23 484 | 33.41 608 | 15.27 584 | 35.65 574 | 57.07 642 | 26.62 552 | 53.08 631 | 32.21 557 | 24.80 576 | 35.65 613 | 30.93 610 | 0.49 475 | 0.25 470 | 0.55 507 | 0.11 365 | 1.62 515 | 0.90 471 |
|
| SQANet |  | 21.24 590 | 24.08 634 | 19.60 549 | 26.40 636 | 18.74 637 | 30.87 598 | 9.24 498 | 32.70 539 | 29.58 487 | 25.25 537 | 33.37 530 | 33.47 569 | 19.19 544 | 28.11 586 | 18.32 529 | 10.87 633 | 2.92 617 | 26.49 648 | 5.65 619 | 18.43 642 | 11.48 632 |
|
| G-Net |  | 21.25 591 | 8.24 571 | 37.97 604 | 15.14 604 | 9.26 597 | 50.87 643 | 16.80 599 | 27.96 467 | 30.54 498 | 38.92 615 | 42.93 597 | 33.27 566 | 32.17 611 | 27.99 584 | 25.25 579 | 4.40 606 | 3.83 627 | 3.60 599 | 0.97 562 | 7.91 606 | 6.95 607 |
|
| SHD |  | 21.32 592 | 10.03 582 | 30.16 588 | 14.30 596 | 8.68 587 | 24.15 550 | 8.93 490 | 40.82 611 | 61.17 651 | 35.79 607 | 44.15 605 | 38.73 597 | 30.20 601 | 33.88 601 | 31.09 612 | 2.00 572 | 0.81 565 | 1.17 556 | 1.55 581 | 4.08 575 | 4.78 586 |
|
| MultiAttention |  | 21.34 593 | 1.48 258 | 14.65 497 | 12.08 577 | 4.10 417 | 63.05 661 | 95.71 690 | 42.52 621 | 41.89 580 | 15.33 356 | 30.20 478 | 28.14 524 | 7.73 329 | 44.07 640 | 13.67 490 | 0.84 531 | 0.27 477 | 1.06 549 | 1.58 583 | 4.47 579 | 3.88 573 |
|
| CSAN |  | 21.34 593 | 9.45 577 | 23.34 565 | 20.99 623 | 4.95 466 | 32.57 604 | 34.26 650 | 38.83 602 | 49.95 616 | 36.97 612 | 39.72 575 | 44.97 622 | 31.73 609 | 26.05 572 | 23.94 569 | 1.52 563 | 0.47 527 | 0.85 538 | 1.43 579 | 2.73 546 | 2.14 542 |
|
| UDG |  | 21.45 595 | 14.84 610 | 14.44 495 | 21.30 626 | 20.08 639 | 32.05 603 | 13.76 566 | 35.98 579 | 35.52 546 | 25.93 544 | 30.69 483 | 37.26 591 | 30.66 605 | 21.97 547 | 19.89 540 | 10.88 634 | 5.55 635 | 22.78 643 | 7.65 627 | 14.83 634 | 13.05 636 |
|
| ADCL |  | 21.64 596 | 6.20 549 | 47.32 623 | 9.93 530 | 6.91 556 | 38.69 628 | 19.97 614 | 31.26 516 | 54.04 625 | 27.89 563 | 47.97 617 | 31.35 550 | 30.66 605 | 33.18 600 | 36.62 624 | 0.99 543 | 0.92 575 | 2.63 588 | 1.82 587 | 2.45 540 | 2.13 539 |
|
| ADCPNet |  | 21.93 597 | 9.38 576 | 57.92 644 | 11.76 573 | 6.88 554 | 36.03 616 | 18.44 609 | 32.80 541 | 35.93 548 | 32.91 597 | 43.80 603 | 39.21 600 | 26.99 586 | 31.14 595 | 36.94 626 | 2.05 573 | 2.67 612 | 2.30 583 | 3.45 604 | 4.22 577 | 3.82 570 |
|
| zh-mn7 |  | 21.99 598 | 13.21 603 | 53.55 632 | 10.73 552 | 5.68 512 | 27.38 579 | 14.94 579 | 34.53 564 | 56.55 640 | 40.02 619 | 57.13 643 | 31.28 548 | 23.73 566 | 35.83 615 | 30.28 608 | 0.95 540 | 0.44 518 | 0.22 451 | 0.19 411 | 1.26 501 | 1.86 527 |
|
| CC-Net-ROB |  | 22.04 599 | 22.91 631 | 28.86 580 | 14.05 593 | 8.73 589 | 33.79 609 | 15.26 583 | 46.84 636 | 36.06 550 | 33.72 600 | 32.10 512 | 35.47 583 | 24.02 569 | 23.57 559 | 27.88 599 | 8.95 627 | 2.95 618 | 24.94 645 | 3.68 605 | 12.41 627 | 4.62 585 |
|
| MeshStereo |   | 22.27 600 | 6.87 560 | 11.15 434 | 7.69 466 | 4.87 461 | 37.70 622 | 13.06 560 | 41.64 617 | 36.95 556 | 50.92 641 | 53.41 634 | 58.12 646 | 41.93 638 | 37.73 625 | 27.62 596 | 2.52 585 | 2.37 607 | 2.99 592 | 2.07 592 | 3.09 556 | 2.60 550 |
| C. Zhang, Z. Li, Y. Cheng, R. Cai, H. Chao, Y. Rui: MeshStereo: A Global Stereo Model with Mesh Alignment Regularization for View Interpolation. ICCV 2015 |
| DDUNet |  | 22.66 601 | 19.69 626 | 14.64 496 | 24.11 632 | 22.38 643 | 24.84 557 | 17.71 604 | 30.36 505 | 30.32 497 | 29.02 569 | 37.31 558 | 37.63 593 | 24.66 574 | 24.67 564 | 17.08 520 | 18.42 643 | 7.92 643 | 26.43 647 | 11.81 642 | 17.23 639 | 16.95 643 |
|
| Wz-Net-SNSev |  | 22.67 602 | 16.94 618 | 45.69 619 | 13.85 591 | 8.52 586 | 28.89 586 | 27.06 639 | 39.39 604 | 55.04 632 | 31.77 589 | 53.23 632 | 39.18 599 | 23.41 565 | 26.40 575 | 36.25 622 | 0.78 520 | 0.21 433 | 1.21 560 | 0.90 553 | 3.03 554 | 1.62 520 |
|
| ADCMid |  | 22.76 603 | 10.75 591 | 41.73 612 | 11.23 564 | 7.97 580 | 27.26 578 | 19.18 613 | 35.44 573 | 38.02 563 | 40.23 620 | 46.38 612 | 36.56 588 | 42.70 639 | 38.20 627 | 40.75 638 | 1.77 567 | 1.43 588 | 3.05 594 | 3.81 607 | 4.96 584 | 3.82 570 |
|
| MSMD_ROB |  | 22.90 604 | 9.64 580 | 14.76 500 | 17.46 611 | 9.88 599 | 34.94 611 | 18.83 610 | 33.67 551 | 37.47 557 | 40.97 622 | 59.80 647 | 45.93 626 | 38.34 628 | 31.74 597 | 23.24 566 | 6.22 616 | 3.58 624 | 8.78 624 | 11.03 640 | 6.76 598 | 5.06 590 |
|
| LE_ROB |  | 22.93 605 | 3.07 483 | 14.02 484 | 7.70 467 | 2.86 346 | 31.99 602 | 17.35 602 | 28.10 470 | 67.19 663 | 70.51 665 | 55.61 642 | 49.07 635 | 47.62 645 | 24.76 567 | 36.49 623 | 0.35 437 | 0.20 425 | 0.27 464 | 0.55 533 | 0.48 381 | 0.44 386 |
|
| zh-sn7 |  | 23.03 606 | 15.48 612 | 50.25 625 | 14.08 594 | 7.77 575 | 26.71 576 | 23.32 631 | 36.59 583 | 48.43 608 | 33.80 601 | 51.71 627 | 33.34 568 | 33.77 615 | 39.91 633 | 37.07 627 | 0.60 495 | 0.86 568 | 0.54 506 | 0.35 491 | 3.18 559 | 2.85 555 |
|
| DStereoO |  | 23.30 607 | 15.58 613 | 13.92 481 | 14.76 600 | 8.35 583 | 16.44 487 | 16.19 592 | 33.98 553 | 39.60 567 | 30.48 579 | 28.08 445 | 31.65 553 | 32.30 612 | 41.39 636 | 27.39 591 | 48.20 662 | 3.83 627 | 28.72 649 | 3.33 603 | 25.98 649 | 5.78 593 |
|
| AnyNet_C32 |  | 23.37 608 | 13.28 605 | 40.29 608 | 12.36 580 | 11.44 612 | 30.39 594 | 29.15 644 | 31.36 519 | 44.90 598 | 35.36 605 | 48.86 618 | 33.61 570 | 34.20 616 | 43.15 639 | 41.62 644 | 1.27 558 | 1.35 585 | 1.18 558 | 2.58 596 | 4.77 583 | 6.27 598 |
|
| SGM-ForestM |  | 23.72 609 | 2.44 451 | 9.13 363 | 7.43 455 | 2.25 306 | 44.80 636 | 19.11 612 | 44.90 633 | 49.97 617 | 50.74 640 | 51.18 625 | 62.06 654 | 45.83 643 | 44.96 641 | 33.88 616 | 1.00 544 | 0.84 567 | 0.78 526 | 0.62 538 | 1.29 503 | 1.11 492 |
|
| MFN_U_SF_DS_RVC |  | 23.92 610 | 13.60 606 | 30.09 587 | 25.46 634 | 10.02 602 | 38.51 626 | 20.40 615 | 35.77 576 | 43.76 593 | 42.15 624 | 47.10 616 | 39.99 604 | 28.20 594 | 35.96 616 | 27.06 589 | 3.64 597 | 3.85 629 | 6.66 614 | 16.30 648 | 4.97 585 | 4.98 589 |
|
| ccnet |  | 24.02 611 | 16.16 615 | 21.70 561 | 11.83 575 | 17.75 635 | 37.87 623 | 16.18 591 | 45.46 635 | 31.93 514 | 36.99 613 | 46.46 615 | 38.76 598 | 29.52 599 | 37.55 624 | 40.93 641 | 9.20 628 | 6.29 637 | 9.63 626 | 7.71 629 | 11.19 622 | 7.21 612 |
|
| PSMNet-RUCA |  | 24.03 612 | 26.83 637 | 40.96 610 | 35.46 644 | 34.27 650 | 16.24 484 | 9.79 508 | 39.82 607 | 31.45 506 | 31.49 585 | 41.54 588 | 36.82 589 | 26.02 580 | 27.92 582 | 15.09 505 | 11.51 638 | 2.06 600 | 20.58 640 | 8.10 632 | 15.83 636 | 8.74 621 |
|
| XQC |  | 24.10 613 | 16.76 617 | 50.68 626 | 21.37 627 | 11.01 608 | 35.24 613 | 18.84 611 | 37.28 592 | 55.11 633 | 31.64 587 | 30.06 477 | 37.71 594 | 30.31 603 | 37.17 621 | 39.66 634 | 4.20 602 | 0.41 508 | 2.76 591 | 1.89 589 | 11.46 626 | 8.42 620 |
|
| FC-DCNN |   | 24.37 614 | 10.99 595 | 19.02 544 | 18.44 614 | 9.16 595 | 36.98 619 | 23.07 628 | 40.44 609 | 43.05 587 | 46.25 635 | 53.58 636 | 50.44 637 | 37.86 625 | 35.45 609 | 27.57 595 | 6.87 621 | 3.37 620 | 6.01 607 | 4.88 615 | 7.86 605 | 6.05 595 |
|
| DPSNet |  | 24.40 615 | 6.97 563 | 33.14 594 | 11.16 563 | 6.54 542 | 53.33 646 | 43.32 658 | 51.28 648 | 59.37 649 | 30.89 582 | 39.36 572 | 40.35 606 | 34.30 617 | 32.57 599 | 25.09 578 | 4.65 608 | 1.62 593 | 0.37 489 | 0.66 541 | 8.51 611 | 4.44 582 |
|
| FC-DCNN v2 |   | 24.44 616 | 10.97 594 | 18.53 541 | 18.49 615 | 9.18 596 | 37.41 621 | 23.03 627 | 40.91 613 | 43.02 586 | 46.46 636 | 54.06 637 | 50.67 638 | 38.26 627 | 35.41 608 | 27.52 594 | 6.85 620 | 3.38 621 | 6.03 608 | 4.89 616 | 7.82 604 | 5.94 594 |
|
| PDISCO_ROB |  | 24.45 617 | 9.24 572 | 29.28 583 | 28.68 639 | 19.96 638 | 37.14 620 | 15.33 586 | 45.04 634 | 54.69 629 | 29.24 572 | 42.67 593 | 46.07 627 | 28.17 593 | 35.35 607 | 30.30 609 | 9.92 630 | 2.13 603 | 6.90 615 | 3.20 601 | 8.74 612 | 6.87 606 |
|
| Wz-Net-TNSev |  | 25.12 618 | 20.16 627 | 57.98 645 | 9.56 518 | 7.42 567 | 42.73 633 | 22.27 622 | 35.14 568 | 53.46 624 | 35.97 609 | 42.74 594 | 45.83 624 | 39.87 632 | 36.56 619 | 34.73 618 | 1.82 570 | 1.51 590 | 0.76 525 | 1.34 578 | 5.84 594 | 6.80 604 |
|
| EDNetEfficient |  | 25.16 619 | 22.23 630 | 77.22 670 | 9.09 503 | 7.38 565 | 19.38 518 | 16.78 598 | 21.41 389 | 55.74 637 | 61.52 656 | 53.51 635 | 36.22 586 | 40.65 636 | 24.22 561 | 38.27 631 | 0.62 502 | 0.74 560 | 0.86 541 | 2.60 597 | 7.70 602 | 7.09 609 |
|
| WZ-Net |  | 25.17 620 | 12.95 602 | 63.02 649 | 15.13 603 | 10.42 605 | 38.51 626 | 27.42 641 | 40.46 610 | 54.17 626 | 28.32 566 | 52.95 630 | 40.81 609 | 28.36 595 | 37.07 620 | 41.35 643 | 1.21 556 | 0.21 433 | 0.73 523 | 0.94 559 | 5.42 592 | 3.87 572 |
|
| AANet |  | 25.23 621 | 25.90 636 | 70.86 663 | 8.25 486 | 6.82 551 | 24.45 553 | 10.96 533 | 32.18 529 | 56.29 639 | 56.40 647 | 51.41 626 | 47.70 632 | 40.20 633 | 25.76 571 | 35.38 620 | 2.68 587 | 0.32 492 | 0.99 547 | 0.43 514 | 3.80 572 | 3.92 574 |
|
| GANetREF_RVC |   | 25.41 622 | 29.28 639 | 24.63 569 | 25.18 633 | 6.04 530 | 30.44 595 | 35.39 653 | 47.84 639 | 50.60 620 | 36.88 611 | 36.04 550 | 34.11 577 | 31.23 607 | 37.46 622 | 27.96 601 | 8.58 625 | 2.66 611 | 16.29 636 | 4.95 617 | 14.37 633 | 8.32 619 |
| Zhang, Feihu and Prisacariu, Victor and Yang, Ruigang and Torr, Philip HS: GA-Net: Guided Aggregation Net for End- to-end Stereo Matching. CVPR 2019 |
| FCDSN-DC |  | 25.59 623 | 14.91 611 | 18.83 543 | 28.55 638 | 15.68 629 | 39.29 629 | 18.16 608 | 42.83 626 | 41.69 578 | 44.43 632 | 51.94 628 | 50.82 639 | 39.22 631 | 34.59 606 | 27.29 590 | 6.05 613 | 3.63 625 | 7.01 618 | 6.41 620 | 10.35 617 | 10.17 630 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| DStereoSA |  | 26.02 624 | 16.00 614 | 36.80 601 | 23.05 630 | 13.50 622 | 27.80 581 | 20.87 617 | 49.24 643 | 58.93 647 | 26.92 553 | 36.89 554 | 29.48 534 | 37.74 624 | 38.81 630 | 26.96 587 | 7.13 622 | 7.34 642 | 15.03 634 | 11.26 641 | 21.25 644 | 15.34 639 |
|
| ADCS |  | 26.20 625 | 13.71 607 | 46.90 622 | 14.51 598 | 10.34 604 | 30.46 596 | 22.72 626 | 42.81 625 | 57.61 645 | 42.58 625 | 49.37 622 | 41.91 614 | 40.43 634 | 41.90 638 | 44.58 649 | 2.37 580 | 2.19 605 | 2.37 585 | 3.29 602 | 7.32 600 | 6.52 602 |
|
| DStereoFS |  | 26.88 626 | 21.28 629 | 29.50 584 | 18.65 616 | 12.35 619 | 29.13 589 | 13.04 559 | 50.34 647 | 47.29 603 | 35.95 608 | 44.38 606 | 36.32 587 | 41.02 637 | 51.90 654 | 33.82 614 | 7.92 623 | 5.83 636 | 15.86 635 | 9.22 636 | 17.41 641 | 16.41 641 |
|
| DLNR_Zeroshot_test |   | 27.62 627 | 51.32 654 | 91.46 682 | 98.51 692 | 98.03 693 | 3.10 50 | 0.50 58 | 30.95 512 | 7.65 210 | 8.16 231 | 15.68 286 | 7.31 239 | 1.63 72 | 11.87 324 | 4.21 307 | 40.37 656 | 0.87 570 | 0.06 323 | 0.34 489 | 80.23 681 | 0.24 307 |
|
| DLNR-FE |  | 27.66 628 | 51.31 653 | 91.55 684 | 98.52 693 | 97.91 692 | 3.10 50 | 0.50 58 | 31.55 521 | 7.66 211 | 8.18 232 | 15.67 284 | 7.31 239 | 1.63 72 | 11.88 325 | 4.21 307 | 40.23 655 | 0.89 573 | 0.06 323 | 0.34 489 | 80.38 682 | 0.24 307 |
|
| MFN_U_SF_RVC |  | 28.16 629 | 14.14 609 | 53.23 628 | 21.11 624 | 7.91 578 | 39.97 630 | 13.13 561 | 51.65 650 | 46.34 602 | 47.41 637 | 53.38 633 | 55.32 644 | 40.53 635 | 38.47 628 | 39.74 635 | 5.67 612 | 4.46 631 | 6.98 617 | 8.73 633 | 7.47 601 | 7.44 614 |
|
| PASM |  | 28.19 630 | 17.35 619 | 48.18 624 | 22.49 629 | 22.20 642 | 25.92 568 | 25.84 637 | 34.35 560 | 49.45 612 | 35.37 606 | 39.48 573 | 46.72 630 | 33.36 614 | 34.28 604 | 36.77 625 | 11.73 639 | 14.94 650 | 17.43 639 | 22.18 650 | 13.45 628 | 12.32 635 |
|
| EDNetEfficientorigin |  | 28.98 631 | 35.45 646 | 99.82 696 | 9.43 511 | 5.65 510 | 24.97 560 | 14.79 576 | 26.06 445 | 54.82 630 | 60.87 652 | 57.59 644 | 45.42 623 | 50.27 648 | 26.11 573 | 43.62 646 | 0.30 424 | 0.37 503 | 1.61 570 | 2.35 594 | 10.17 616 | 9.99 629 |
|
| AnyNet_C01 |  | 29.76 632 | 25.78 635 | 75.37 668 | 17.03 609 | 11.34 610 | 49.00 641 | 27.12 640 | 37.99 595 | 40.05 572 | 40.73 621 | 65.13 658 | 46.98 631 | 38.86 630 | 46.63 642 | 48.19 654 | 2.14 574 | 2.13 603 | 2.13 578 | 2.56 595 | 8.14 608 | 7.98 618 |
|
| LSM |  | 29.98 633 | 19.52 625 | 55.11 639 | 19.06 617 | 53.75 663 | 32.57 604 | 23.17 629 | 42.61 622 | 48.57 609 | 45.97 634 | 55.04 641 | 42.93 617 | 36.02 620 | 35.63 612 | 27.03 588 | 2.33 578 | 9.19 644 | 4.87 603 | 7.71 629 | 10.65 620 | 27.91 653 |
|
| RTS |  | 30.15 634 | 23.12 632 | 96.33 686 | 16.71 607 | 11.63 613 | 58.66 655 | 24.28 633 | 36.80 585 | 62.63 655 | 43.79 629 | 46.10 610 | 32.56 562 | 43.90 640 | 51.29 650 | 40.92 639 | 2.38 581 | 0.66 554 | 1.06 549 | 0.74 546 | 5.11 586 | 4.34 580 |
|
| RTSA |  | 30.15 634 | 23.12 632 | 96.33 686 | 16.71 607 | 11.63 613 | 58.66 655 | 24.28 633 | 36.80 585 | 62.63 655 | 43.79 629 | 46.10 610 | 32.56 562 | 43.90 640 | 51.29 650 | 40.92 639 | 2.38 581 | 0.66 554 | 1.06 549 | 0.74 546 | 5.11 586 | 4.34 580 |
|
| DispFullNet |  | 30.27 636 | 31.74 641 | 58.63 646 | 30.13 641 | 28.18 647 | 31.79 601 | 8.94 491 | 37.16 590 | 54.68 628 | 32.60 595 | 37.99 562 | 44.62 620 | 28.80 597 | 41.55 637 | 27.93 600 | 11.94 640 | 3.46 622 | 35.53 653 | 12.34 643 | 30.08 652 | 17.26 644 |
|
| coex-ft |  | 30.77 637 | 38.58 649 | 93.29 685 | 9.44 514 | 5.62 508 | 34.95 612 | 25.30 636 | 30.83 510 | 59.36 648 | 73.23 669 | 58.53 645 | 45.92 625 | 47.29 644 | 29.44 590 | 45.30 650 | 1.37 560 | 1.65 595 | 0.95 545 | 0.96 561 | 8.35 610 | 4.96 588 |
|
| MANE |  | 31.97 638 | 10.75 591 | 17.71 534 | 20.94 622 | 13.77 624 | 47.80 639 | 26.85 638 | 53.00 653 | 55.20 635 | 59.29 648 | 64.30 655 | 64.93 658 | 56.31 658 | 51.83 653 | 38.69 633 | 9.61 629 | 4.72 632 | 6.91 616 | 19.93 649 | 9.20 613 | 7.64 616 |
|
| otaku |  | 33.18 639 | 35.99 647 | 52.93 627 | 40.01 647 | 21.41 640 | 55.08 647 | 17.25 601 | 43.30 628 | 61.58 652 | 39.25 617 | 49.16 621 | 46.61 629 | 28.49 596 | 39.77 632 | 28.76 604 | 18.56 644 | 7.00 641 | 31.82 651 | 9.61 637 | 21.53 646 | 15.48 640 |
|
| PVD |  | 33.19 640 | 18.59 621 | 37.64 603 | 26.09 635 | 16.99 634 | 33.25 607 | 42.25 657 | 51.42 649 | 66.03 661 | 52.65 644 | 64.31 656 | 51.93 642 | 55.13 654 | 51.61 652 | 40.40 636 | 4.00 601 | 3.51 623 | 9.53 625 | 4.26 612 | 10.62 619 | 23.56 648 |
|
| ELAS |   | 33.68 641 | 18.95 622 | 36.71 600 | 20.64 619 | 13.61 623 | 56.43 648 | 35.14 652 | 50.03 646 | 49.90 613 | 60.58 651 | 63.83 653 | 58.64 649 | 53.36 650 | 50.73 648 | 44.44 648 | 11.03 635 | 6.58 639 | 10.02 627 | 7.43 623 | 13.58 631 | 11.94 634 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ELAS_RVC |   | 33.79 642 | 19.15 623 | 35.97 599 | 21.28 625 | 13.79 625 | 52.58 644 | 36.11 654 | 48.96 642 | 55.66 636 | 61.47 655 | 62.91 649 | 58.35 648 | 53.55 651 | 53.37 656 | 42.23 645 | 11.25 637 | 6.64 640 | 10.32 628 | 7.05 622 | 13.56 629 | 11.58 633 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| SAMSARA |  | 34.43 643 | 18.53 620 | 31.91 592 | 55.34 657 | 35.34 651 | 75.99 675 | 94.71 689 | 47.97 640 | 50.84 621 | 37.47 614 | 36.99 556 | 53.12 643 | 38.55 629 | 39.56 631 | 38.65 632 | 3.59 596 | 5.40 634 | 2.22 582 | 3.72 606 | 9.43 614 | 9.29 626 |
|
| Ntro |  | 34.97 644 | 37.63 648 | 54.53 635 | 43.26 651 | 22.45 644 | 57.73 653 | 21.97 621 | 47.14 638 | 64.21 658 | 39.12 616 | 48.86 618 | 47.93 633 | 36.94 623 | 40.66 634 | 29.83 607 | 17.16 642 | 6.51 638 | 32.70 652 | 10.17 638 | 24.06 647 | 16.48 642 |
|
| BEATNet-Init1 |  | 35.08 645 | 20.64 628 | 54.70 637 | 27.43 637 | 12.00 618 | 58.29 654 | 31.01 647 | 52.58 652 | 57.49 644 | 60.36 650 | 62.98 650 | 69.98 661 | 55.54 656 | 53.00 655 | 44.40 647 | 4.61 607 | 2.84 616 | 7.05 619 | 6.89 621 | 10.97 621 | 8.94 623 |
|
| ACVNet-4b |  | 36.40 646 | 52.20 655 | 56.11 641 | 42.45 650 | 21.78 641 | 48.56 640 | 14.37 572 | 49.50 644 | 60.15 650 | 43.17 627 | 46.38 612 | 55.62 645 | 24.56 572 | 38.15 626 | 21.97 553 | 25.13 649 | 3.66 626 | 46.93 656 | 33.56 657 | 25.97 648 | 17.74 645 |
|
| MSC_U_SF_DS_RVC |  | 37.16 647 | 34.69 644 | 53.68 633 | 37.47 646 | 12.55 621 | 56.80 651 | 22.63 625 | 52.02 651 | 63.29 657 | 66.20 661 | 63.82 652 | 58.12 646 | 53.73 653 | 51.21 649 | 46.48 651 | 8.79 626 | 5.31 633 | 14.69 633 | 15.22 647 | 17.27 640 | 9.21 625 |
|
| GCST |   | 37.32 648 | 40.98 650 | 25.25 572 | 92.15 687 | 35.59 652 | 25.00 561 | 1.02 103 | 25.45 434 | 19.73 378 | 26.01 547 | 15.21 281 | 19.51 447 | 4.75 219 | 16.71 481 | 4.32 311 | 80.90 681 | 35.46 659 | 87.50 687 | 74.71 677 | 73.21 677 | 42.99 663 |
|
| ACVNet_1 |  | 41.30 649 | 49.46 652 | 64.91 654 | 44.67 652 | 25.07 645 | 49.43 642 | 25.23 635 | 55.33 655 | 65.87 660 | 59.72 649 | 59.33 646 | 63.43 656 | 48.79 647 | 49.63 646 | 37.09 628 | 19.05 645 | 9.82 645 | 38.29 654 | 13.97 646 | 28.67 650 | 18.23 647 |
|
| light-stereo |  | 41.36 650 | 29.75 640 | 55.07 638 | 54.98 656 | 49.52 658 | 36.70 617 | 17.57 603 | 46.92 637 | 51.01 622 | 53.58 645 | 54.47 638 | 62.25 655 | 35.15 618 | 48.78 644 | 33.36 613 | 34.63 652 | 26.20 656 | 20.76 641 | 28.59 653 | 46.39 657 | 41.49 662 |
|
| Consistency-Raft |  | 41.82 651 | 35.10 645 | 44.56 618 | 32.85 642 | 41.39 656 | 46.76 638 | 34.76 651 | 57.01 657 | 54.94 631 | 32.10 591 | 65.22 659 | 30.82 544 | 48.46 646 | 40.81 635 | 48.77 655 | 27.39 650 | 34.28 658 | 42.92 655 | 51.66 667 | 39.28 654 | 27.28 650 |
|
| NVStereoNet_ROB |  | 41.93 652 | 32.40 642 | 44.55 617 | 36.60 645 | 27.78 646 | 34.52 610 | 32.38 648 | 48.84 641 | 57.18 643 | 69.34 664 | 75.62 670 | 66.07 660 | 64.86 662 | 47.34 643 | 60.78 666 | 15.72 641 | 23.99 653 | 23.40 644 | 32.06 656 | 21.34 645 | 23.86 649 |
| Nikolai Smolyanskiy, Alexey Kamenev, Stan Birchfield: On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach. Arxiv |
| MonStereo1 |  | 45.10 653 | 33.36 643 | 54.69 636 | 33.57 643 | 31.94 649 | 43.06 635 | 17.79 606 | 49.52 645 | 56.61 641 | 50.97 642 | 64.04 654 | 70.09 662 | 53.57 652 | 49.77 647 | 53.19 660 | 53.87 665 | 14.08 649 | 54.69 662 | 35.89 658 | 41.66 655 | 39.69 660 |
|
| RainbowNet |  | 51.25 654 | 62.74 664 | 64.52 653 | 60.13 658 | 39.00 655 | 58.72 657 | 30.83 646 | 57.31 658 | 79.18 675 | 50.24 639 | 65.35 660 | 60.13 651 | 44.25 642 | 49.47 645 | 41.16 642 | 46.52 661 | 46.06 666 | 52.72 660 | 31.78 655 | 52.33 662 | 32.47 654 |
|
| anonymity |  | 52.32 655 | 58.23 659 | 63.91 650 | 41.12 649 | 59.25 667 | 53.27 645 | 41.04 656 | 55.69 656 | 40.20 573 | 54.85 646 | 49.49 623 | 49.13 636 | 55.48 655 | 59.07 658 | 49.65 658 | 55.86 666 | 50.03 672 | 51.00 658 | 51.08 665 | 51.71 660 | 56.36 666 |
|
| MADNet+ |  | 53.31 656 | 68.61 667 | 98.75 693 | 67.03 662 | 37.58 653 | 79.83 681 | 81.74 683 | 60.38 660 | 61.61 653 | 51.43 643 | 54.92 640 | 61.11 653 | 59.29 660 | 69.66 667 | 76.71 683 | 23.88 647 | 24.03 654 | 17.08 638 | 12.35 644 | 32.47 653 | 27.69 652 |
|
| JetBlue |  | 54.08 657 | 45.10 651 | 74.15 666 | 51.17 654 | 47.68 657 | 75.66 674 | 60.97 668 | 63.63 661 | 62.09 654 | 63.32 659 | 64.88 657 | 78.86 670 | 68.17 663 | 68.15 665 | 75.09 682 | 36.86 653 | 24.88 655 | 29.01 650 | 29.12 654 | 28.71 651 | 34.13 656 |
|
| SGM+DAISY |  | 54.67 658 | 56.61 656 | 62.73 648 | 40.21 648 | 53.22 661 | 61.95 660 | 48.59 661 | 55.05 654 | 44.62 597 | 61.03 654 | 63.68 651 | 60.46 652 | 55.62 657 | 60.68 660 | 55.34 662 | 56.34 668 | 48.56 669 | 50.16 657 | 49.63 664 | 52.25 661 | 56.76 668 |
|
| SPS-STEREO |   | 55.62 659 | 59.14 660 | 64.16 651 | 45.05 653 | 53.84 664 | 59.88 658 | 44.00 659 | 59.53 659 | 49.94 615 | 62.33 657 | 61.09 648 | 59.80 650 | 56.82 659 | 60.06 659 | 57.85 663 | 58.41 669 | 48.34 668 | 51.07 659 | 49.21 663 | 55.41 664 | 56.48 667 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| Selective-IGEV-i16pa |  | 56.08 660 | 59.75 661 | 69.90 661 | 21.43 628 | 14.80 627 | 97.01 689 | 29.83 645 | 86.97 687 | 94.48 691 | 85.76 684 | 93.21 687 | 81.88 675 | 74.46 673 | 96.71 694 | 79.25 686 | 30.92 651 | 13.32 647 | 16.91 637 | 7.73 631 | 15.59 635 | 51.73 664 |
|
| Selective-IGEV-i1pa |  | 56.65 661 | 73.08 672 | 56.50 643 | 29.63 640 | 14.87 628 | 94.58 686 | 46.49 660 | 80.65 684 | 87.08 683 | 88.18 687 | 87.03 684 | 74.01 666 | 68.51 664 | 94.68 692 | 74.38 679 | 45.10 660 | 26.62 657 | 26.16 646 | 13.27 645 | 19.40 643 | 32.71 655 |
|
| ACVNet_2 |  | 57.39 662 | 61.72 663 | 72.56 665 | 66.35 661 | 38.29 654 | 61.93 659 | 48.64 662 | 71.64 673 | 81.91 678 | 79.28 677 | 88.72 686 | 76.25 667 | 72.87 669 | 54.33 657 | 46.74 653 | 37.13 654 | 23.36 652 | 54.52 661 | 37.80 659 | 46.22 656 | 27.59 651 |
|
| IMH-64-1 |  | 59.25 663 | 58.09 657 | 67.69 658 | 66.06 659 | 50.51 659 | 56.45 649 | 49.45 663 | 68.83 666 | 67.75 664 | 67.58 662 | 80.37 674 | 70.15 663 | 74.28 671 | 72.16 672 | 48.94 656 | 42.00 657 | 42.87 663 | 65.57 664 | 47.02 660 | 51.52 658 | 37.76 658 |
|
| IMH-64 |  | 59.25 663 | 58.09 657 | 67.69 658 | 66.06 659 | 50.51 659 | 56.45 649 | 49.45 663 | 68.83 666 | 67.75 664 | 67.58 662 | 80.37 674 | 70.15 663 | 74.28 671 | 72.16 672 | 48.94 656 | 42.00 657 | 42.87 663 | 65.57 664 | 47.02 660 | 51.52 658 | 37.76 658 |
|
| IMH |  | 62.95 665 | 60.33 662 | 67.78 660 | 69.51 663 | 53.65 662 | 65.09 664 | 54.21 665 | 72.00 674 | 73.28 669 | 72.49 667 | 81.93 676 | 72.96 665 | 79.81 676 | 76.65 678 | 51.41 659 | 43.57 659 | 49.82 671 | 67.81 666 | 51.14 666 | 54.83 663 | 40.67 661 |
|
| TorneroNet-64 |  | 65.66 666 | 70.70 669 | 71.20 664 | 76.52 667 | 59.70 669 | 66.78 665 | 58.05 666 | 67.53 665 | 80.00 676 | 62.67 658 | 67.40 661 | 83.09 676 | 69.42 666 | 67.34 662 | 62.05 669 | 48.31 664 | 44.07 665 | 72.93 668 | 63.88 669 | 68.05 668 | 53.58 665 |
|
| PWCK |  | 65.90 667 | 88.63 686 | 79.40 673 | 80.32 675 | 29.96 648 | 63.85 663 | 39.45 655 | 72.07 675 | 71.26 667 | 78.74 676 | 68.99 663 | 77.82 669 | 61.77 661 | 82.81 684 | 62.64 670 | 80.17 680 | 39.88 662 | 81.90 678 | 47.37 662 | 73.54 678 | 37.51 657 |
|
| WAO-6 |  | 70.64 668 | 73.02 671 | 66.25 655 | 79.92 674 | 61.74 671 | 68.74 666 | 59.08 667 | 75.27 678 | 87.02 682 | 74.72 670 | 79.40 673 | 79.19 671 | 84.60 684 | 67.70 664 | 60.53 665 | 67.85 672 | 48.88 670 | 81.48 676 | 73.29 674 | 65.57 666 | 58.60 669 |
|
| TorneroNet |  | 71.21 669 | 73.44 673 | 75.82 669 | 80.82 676 | 65.65 673 | 70.53 668 | 64.39 671 | 71.42 672 | 75.97 671 | 71.47 666 | 73.68 668 | 84.17 679 | 74.00 670 | 69.85 668 | 69.09 673 | 59.37 670 | 48.19 667 | 79.67 672 | 73.51 675 | 74.93 679 | 68.26 678 |
|
| LVE |  | 71.50 670 | 72.46 670 | 83.91 677 | 75.21 666 | 55.29 666 | 74.81 669 | 62.76 670 | 77.22 679 | 83.77 680 | 82.09 679 | 87.11 685 | 83.38 677 | 82.41 681 | 75.93 676 | 64.49 671 | 48.28 663 | 57.24 678 | 74.61 670 | 62.53 668 | 65.49 665 | 61.01 670 |
|
| MFMNet_re |  | 72.05 671 | 79.64 679 | 64.23 652 | 52.73 655 | 84.71 682 | 77.93 677 | 68.35 672 | 63.96 662 | 66.93 662 | 61.00 653 | 71.29 666 | 63.84 657 | 68.91 665 | 72.42 674 | 61.11 667 | 82.03 684 | 74.22 685 | 80.34 675 | 74.44 676 | 83.62 685 | 89.34 686 |
|
| notaker |  | 72.18 672 | 79.78 680 | 78.84 672 | 78.75 671 | 68.52 675 | 63.26 662 | 61.68 669 | 69.22 669 | 75.95 670 | 77.58 674 | 78.85 672 | 79.69 673 | 84.79 685 | 77.39 679 | 58.43 664 | 69.68 675 | 60.79 679 | 77.46 671 | 68.48 671 | 69.62 670 | 64.92 675 |
|
| WAO-7 |  | 72.21 673 | 78.21 675 | 54.04 634 | 79.33 673 | 69.31 677 | 70.20 667 | 72.09 678 | 77.85 682 | 84.90 681 | 77.35 673 | 86.03 680 | 79.37 672 | 79.88 677 | 65.32 661 | 65.33 672 | 62.33 671 | 69.70 683 | 70.51 667 | 73.21 673 | 67.23 667 | 62.02 671 |
|
| ktn |  | 72.58 674 | 80.06 682 | 69.96 662 | 79.14 672 | 69.86 678 | 75.40 673 | 70.43 677 | 69.01 668 | 76.90 672 | 72.88 668 | 77.46 671 | 77.43 668 | 77.41 675 | 72.78 675 | 55.00 661 | 79.09 678 | 65.99 680 | 80.09 674 | 68.29 670 | 71.46 675 | 62.98 672 |
|
| UNDER WATER-64 |  | 73.11 675 | 74.48 674 | 87.70 678 | 74.03 665 | 55.20 665 | 78.24 678 | 75.71 680 | 65.33 663 | 67.91 666 | 75.60 672 | 69.32 664 | 84.41 680 | 76.93 674 | 68.43 666 | 72.45 676 | 81.18 682 | 56.77 677 | 82.46 679 | 80.34 680 | 68.22 669 | 67.48 677 |
|
| LRCNet_RVC |  | 73.59 676 | 69.80 668 | 74.41 667 | 77.63 669 | 60.56 670 | 40.33 631 | 15.08 582 | 71.04 671 | 48.36 607 | 88.07 686 | 94.62 689 | 90.11 687 | 81.83 679 | 80.58 683 | 61.26 668 | 97.12 695 | 72.30 684 | 96.65 694 | 97.58 695 | 77.13 680 | 77.30 682 |
|
| DPSimNet_ROB |  | 74.29 677 | 83.27 684 | 59.30 647 | 77.19 668 | 65.13 672 | 75.14 671 | 74.95 679 | 73.99 677 | 76.94 673 | 81.99 678 | 75.48 669 | 80.18 674 | 71.76 667 | 67.39 663 | 84.00 688 | 81.87 683 | 51.14 673 | 79.99 673 | 76.70 679 | 70.17 671 | 79.21 683 |
|
| UNDER WATER |  | 75.92 678 | 79.25 678 | 87.75 679 | 84.39 677 | 66.43 674 | 77.08 676 | 77.22 681 | 66.90 664 | 72.16 668 | 75.32 671 | 71.56 667 | 85.89 686 | 82.15 680 | 70.11 669 | 74.99 681 | 79.34 679 | 53.61 674 | 86.40 685 | 84.53 684 | 71.29 674 | 72.11 680 |
|
| TCMNet-wrong-test |  | 76.74 679 | 91.47 689 | 89.31 680 | 97.64 690 | 97.35 691 | 94.87 687 | 92.51 688 | 69.78 670 | 65.29 659 | 63.44 660 | 71.10 665 | 65.66 659 | 51.44 649 | 85.29 686 | 74.70 680 | 56.06 667 | 20.22 651 | 83.11 683 | 82.39 681 | 95.02 692 | 88.18 685 |
|
| WAO-8 |  | 76.87 680 | 78.41 676 | 66.45 656 | 86.81 681 | 72.47 679 | 79.27 679 | 68.59 674 | 77.75 680 | 89.01 685 | 83.09 681 | 86.98 681 | 85.87 684 | 84.97 686 | 72.12 670 | 69.11 674 | 74.93 676 | 55.23 675 | 87.79 688 | 83.50 682 | 70.47 672 | 64.56 673 |
|
| Venus |  | 76.87 680 | 78.41 676 | 66.45 656 | 86.81 681 | 72.47 679 | 79.27 679 | 68.59 674 | 77.75 680 | 89.01 685 | 83.09 681 | 86.98 681 | 85.87 684 | 84.97 686 | 72.12 670 | 69.11 674 | 74.93 676 | 55.23 675 | 87.79 688 | 83.50 682 | 70.48 673 | 64.56 673 |
|
| HanzoNet |  | 77.61 682 | 81.11 683 | 82.83 674 | 77.82 670 | 69.15 676 | 75.25 672 | 69.06 676 | 73.49 676 | 77.84 674 | 82.19 680 | 82.80 677 | 85.42 681 | 86.67 688 | 85.99 687 | 73.64 678 | 85.24 688 | 68.38 682 | 81.71 677 | 75.47 678 | 71.98 676 | 66.24 676 |
|
| JetRed |  | 79.55 683 | 79.88 681 | 91.52 683 | 71.05 664 | 75.80 681 | 91.66 683 | 80.11 682 | 79.14 683 | 80.44 677 | 84.35 683 | 84.23 679 | 83.38 677 | 72.48 668 | 79.43 680 | 85.44 689 | 69.33 674 | 81.58 686 | 73.66 669 | 72.56 672 | 82.35 683 | 72.60 681 |
|
| Dean |  | 80.72 684 | 85.82 685 | 83.27 675 | 84.91 680 | 59.53 668 | 75.11 670 | 68.39 673 | 81.59 685 | 88.05 684 | 92.41 688 | 86.98 681 | 92.41 689 | 93.02 690 | 83.11 685 | 73.31 677 | 68.01 673 | 66.13 681 | 94.82 693 | 84.66 685 | 83.28 684 | 69.50 679 |
|
| RSGM-EC |  | 88.03 685 | 67.44 665 | 53.54 630 | 84.82 678 | 87.13 683 | 94.34 684 | 92.20 686 | 94.86 692 | 98.29 692 | 95.56 692 | 98.06 693 | 85.65 682 | 83.07 682 | 79.52 681 | 79.00 684 | 95.80 691 | 97.66 692 | 91.52 690 | 95.19 692 | 95.05 693 | 91.80 691 |
|
| acva |  | 88.03 685 | 67.44 665 | 53.54 630 | 84.82 678 | 87.13 683 | 94.34 684 | 92.20 686 | 94.86 692 | 98.29 692 | 95.56 692 | 98.06 693 | 85.65 682 | 83.07 682 | 79.52 681 | 79.00 684 | 95.80 691 | 97.66 692 | 91.52 690 | 95.19 692 | 95.05 693 | 91.80 691 |
|
| KSHMR |  | 88.54 687 | 93.03 690 | 83.31 676 | 95.54 688 | 91.74 688 | 82.37 682 | 83.41 684 | 84.43 686 | 81.99 679 | 87.89 685 | 84.05 678 | 91.94 688 | 81.33 678 | 76.34 677 | 81.76 687 | 96.44 694 | 96.14 691 | 96.69 695 | 97.12 694 | 92.52 691 | 92.67 693 |
|
| tt |  | 89.96 688 | 1.02 117 | 100.00 699 | 99.40 695 | 100.00 700 | 100.00 698 | 100.00 699 | 100.00 701 | 100.00 699 | 78.36 675 | 67.94 662 | 99.99 702 | 100.00 699 | 100.00 702 | 100.00 702 | 95.81 693 | 99.93 698 | 87.43 686 | 86.39 686 | 95.11 695 | 87.89 684 |
|
| xxxxx1 |  | 91.92 689 | 95.33 692 | 98.45 690 | 87.29 683 | 89.24 685 | 98.50 691 | 98.17 694 | 92.95 688 | 93.21 688 | 93.55 689 | 95.36 690 | 96.99 691 | 96.28 691 | 94.65 689 | 94.94 690 | 83.26 685 | 84.17 687 | 82.90 680 | 88.32 688 | 85.49 687 | 89.37 687 |
|
| tt_ll |  | 91.92 689 | 95.33 692 | 98.45 690 | 87.29 683 | 89.24 685 | 98.50 691 | 98.17 694 | 92.95 688 | 93.21 688 | 93.55 689 | 95.36 690 | 96.99 691 | 96.28 691 | 94.65 689 | 94.94 690 | 83.26 685 | 84.17 687 | 82.90 680 | 88.32 688 | 85.49 687 | 89.37 687 |
|
| ff |  | 91.92 689 | 95.33 692 | 98.45 690 | 87.29 683 | 89.24 685 | 98.50 691 | 98.17 694 | 92.95 688 | 93.21 688 | 93.55 689 | 95.36 690 | 96.99 691 | 96.28 691 | 94.65 689 | 94.94 690 | 83.26 685 | 84.17 687 | 82.90 680 | 88.32 688 | 85.49 687 | 89.37 687 |
|
| USTest |  | 93.52 692 | 90.92 688 | 77.74 671 | 87.90 686 | 92.63 689 | 100.00 698 | 100.00 699 | 99.79 698 | 99.80 696 | 99.21 697 | 99.52 696 | 98.03 694 | 99.15 696 | 89.52 688 | 99.31 697 | 90.37 689 | 98.47 694 | 84.34 684 | 87.43 687 | 84.58 686 | 91.71 690 |
|
| MADNet++ |  | 94.16 693 | 94.02 691 | 90.25 681 | 96.28 689 | 96.84 690 | 97.17 690 | 90.16 685 | 94.71 691 | 91.69 687 | 97.07 694 | 93.71 688 | 94.62 690 | 92.63 689 | 96.15 693 | 95.18 693 | 95.42 690 | 95.89 690 | 92.80 692 | 92.23 691 | 92.10 690 | 94.30 695 |
|
| PML |  | 99.19 694 | 100.00 701 | 98.08 689 | 99.28 694 | 99.53 695 | 100.00 698 | 99.73 697 | 98.24 694 | 99.44 695 | 100.00 701 | 99.57 697 | 98.76 696 | 99.84 697 | 100.00 702 | 98.88 696 | 100.00 698 | 99.54 695 | 100.00 699 | 99.50 697 | 99.90 698 | 93.55 694 |
|
| MEDIAN_ROB |  | 99.19 694 | 99.84 696 | 99.62 695 | 98.49 691 | 98.51 694 | 98.58 694 | 97.81 693 | 98.80 696 | 98.56 694 | 99.36 698 | 99.49 695 | 99.56 697 | 99.06 695 | 98.35 695 | 98.31 695 | 99.99 697 | 99.63 696 | 100.00 699 | 100.00 700 | 99.81 697 | 99.95 699 |
|
| HaxPig |  | 99.40 696 | 99.99 698 | 97.38 688 | 100.00 699 | 100.00 700 | 96.91 688 | 97.35 691 | 99.59 697 | 99.99 698 | 100.00 701 | 100.00 699 | 99.99 702 | 99.99 698 | 99.04 696 | 97.77 694 | 100.00 698 | 100.00 700 | 100.00 699 | 100.00 700 | 100.00 701 | 99.99 700 |
|
| Anonymous_1 |  | 99.65 697 | 99.95 697 | 99.93 697 | 99.80 696 | 99.60 696 | 100.00 698 | 100.00 699 | 99.82 700 | 99.98 697 | 99.62 699 | 99.94 698 | 99.75 699 | 100.00 699 | 99.66 697 | 99.88 698 | 98.45 696 | 99.84 697 | 98.73 696 | 99.26 696 | 99.41 696 | 99.36 696 |
|
| test_example2 |  | 99.68 698 | 99.99 698 | 99.99 698 | 100.00 699 | 99.99 699 | 99.86 697 | 99.99 698 | 98.29 695 | 100.00 699 | 100.00 701 | 100.00 699 | 98.15 695 | 98.39 694 | 99.98 699 | 99.98 699 | 100.00 698 | 99.99 699 | 99.40 697 | 99.53 698 | 100.00 701 | 100.00 701 |
|
| AVERAGE_ROB |  | 99.80 699 | 99.99 698 | 99.40 694 | 100.00 699 | 100.00 700 | 98.99 695 | 97.72 692 | 100.00 701 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 704 | 100.00 699 | 100.00 702 | 100.00 702 | 100.00 698 | 100.00 700 | 100.00 699 | 100.00 700 | 100.00 701 | 100.00 701 |
|
| DPSMNet_ROB |  | 99.95 700 | 100.00 701 | 100.00 699 | 100.00 699 | 100.00 700 | 100.00 698 | 100.00 699 | 100.00 701 | 100.00 699 | 99.15 696 | 100.00 699 | 99.96 700 | 100.00 699 | 99.99 700 | 99.99 700 | 100.00 698 | 100.00 700 | 100.00 699 | 100.00 700 | 100.00 701 | 100.00 701 |
|
| DGTPSM_ROB |  | 99.95 700 | 100.00 701 | 100.00 699 | 100.00 699 | 100.00 700 | 100.00 698 | 100.00 699 | 100.00 701 | 100.00 699 | 99.14 695 | 100.00 699 | 99.96 700 | 100.00 699 | 99.99 700 | 99.99 700 | 100.00 698 | 100.00 700 | 100.00 699 | 100.00 700 | 100.00 701 | 100.00 701 |
|
| iinet-test |  | 99.97 702 | 100.00 701 | 100.00 699 | 99.84 697 | 99.86 697 | 100.00 698 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 704 | 100.00 699 | 100.00 702 | 100.00 702 | 100.00 698 | 100.00 700 | 100.00 699 | 100.00 700 | 99.93 699 | 99.85 698 |
|
| IINet |  | 99.97 702 | 100.00 701 | 100.00 699 | 99.84 697 | 99.87 698 | 100.00 698 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 704 | 100.00 699 | 100.00 702 | 100.00 702 | 100.00 698 | 100.00 700 | 100.00 699 | 100.00 700 | 99.93 699 | 99.84 697 |
|
| Hybrid-DGEV |  | 100.00 704 | 100.00 701 | 100.00 699 | 100.00 699 | 100.00 700 | 100.00 698 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 704 | 100.00 699 | 100.00 702 | 100.00 702 | 100.00 698 | 100.00 700 | 100.00 699 | 100.00 700 | 100.00 701 | 100.00 701 |
|
| RAFT-FEzeroshot |  | 100.00 704 | 100.00 701 | 100.00 699 | 100.00 699 | 100.00 700 | 100.00 698 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 704 | 100.00 699 | 100.00 702 | 100.00 702 | 100.00 698 | 100.00 700 | 100.00 699 | 100.00 700 | 100.00 701 | 100.00 701 |
|
| RAFT-FE |  | 100.00 704 | 100.00 701 | 100.00 699 | 100.00 699 | 100.00 700 | 100.00 698 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 704 | 100.00 699 | 100.00 702 | 100.00 702 | 100.00 698 | 100.00 700 | 100.00 699 | 100.00 700 | 100.00 701 | 100.00 701 |
|
| FlowAnything |  | 100.00 704 | 100.00 701 | 100.00 699 | 100.00 699 | 100.00 700 | 100.00 698 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 704 | 100.00 699 | 100.00 702 | 100.00 702 | 100.00 698 | 100.00 700 | 100.00 699 | 100.00 700 | 100.00 701 | 100.00 701 |
|
| Selective-RAFT-Error |  | 100.00 704 | 100.00 701 | 100.00 699 | 100.00 699 | 100.00 700 | 100.00 698 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 704 | 100.00 699 | 100.00 702 | 100.00 702 | 100.00 698 | 100.00 700 | 100.00 699 | 100.00 700 | 100.00 701 | 100.00 701 |
|
| CasAABBNet |  | 100.00 704 | 100.00 701 | 100.00 699 | 100.00 699 | 100.00 700 | 100.00 698 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 704 | 100.00 699 | 100.00 702 | 100.00 702 | 100.00 698 | 100.00 700 | 100.00 699 | 100.00 700 | 100.00 701 | 100.00 701 |
|
| LSM0 |  | 100.00 704 | 100.00 701 | 100.00 699 | 100.00 699 | 100.00 700 | 100.00 698 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 704 | 100.00 699 | 100.00 702 | 100.00 702 | 100.00 698 | 100.00 700 | 100.00 699 | 100.00 700 | 100.00 701 | 100.00 701 |
|
| DPSM_ROB |  | 100.00 704 | 100.00 701 | 100.00 699 | 100.00 699 | 100.00 700 | 100.00 698 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 704 | 100.00 699 | 100.00 702 | 100.00 702 | 100.00 698 | 100.00 700 | 100.00 699 | 100.00 700 | 100.00 701 | 100.00 701 |
|
| DPSM |  | 100.00 704 | 100.00 701 | 100.00 699 | 100.00 699 | 100.00 700 | 100.00 698 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 701 | 100.00 699 | 100.00 704 | 100.00 699 | 100.00 702 | 100.00 702 | 100.00 698 | 100.00 700 | 100.00 699 | 100.00 700 | 100.00 701 | 100.00 701 |
|
| GS-Stereo |  | | | | | | | 1.50 147 | 8.60 141 | 4.56 120 | 2.71 105 | 2.61 49 | 1.86 88 | 2.25 100 | 3.50 41 | 1.15 97 | 0.00 1 | 0.07 245 | 0.00 1 | 0.39 504 | 0.22 223 | 0.15 225 |
|
| FSD |  | | | | | 5.31 494 | 8.20 322 | 12.18 554 | 12.39 220 | 7.98 215 | 7.94 229 | 7.35 182 | 9.35 270 | 7.17 318 | 10.94 270 | 8.86 433 | 5.58 611 | 2.77 614 | 5.46 605 | 4.09 610 | 5.17 589 | |
|
| ccccc |  | | 98.19 695 | | 100.00 699 | 100.00 700 | 99.32 696 | | 99.79 698 | | 99.63 700 | | 99.69 698 | | 99.95 698 | | 100.00 698 | 100.00 700 | 99.97 698 | 99.90 699 | 100.00 701 | |
|
| ASD4 |  | | 90.49 687 | | | | | | | | | | | | | | | | | | | |
|