| S2M2_XL |  | 1.03 1 | 1.01 59 | 3.78 31 | 2.42 11 | 0.31 5 | 0.43 1 | 0.01 1 | 1.74 1 | 1.12 1 | 1.28 13 | 2.82 61 | 1.72 80 | 1.19 60 | 1.48 1 | 1.21 46 | 0.03 72 | 0.01 13 | 0.01 221 | 0.00 1 | 0.02 5 | 0.02 2 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| DepthFocus |  | 1.14 2 | 0.79 23 | 3.57 23 | 2.42 11 | 0.48 36 | 1.25 8 | 0.85 98 | 2.10 2 | 1.50 4 | 0.83 1 | 1.80 42 | 1.73 81 | 0.90 48 | 3.73 38 | 0.63 3 | 0.03 72 | 0.01 13 | 0.00 1 | 0.00 1 | 0.01 1 | 0.09 12 |
|
| BLMT-Stereo |  | 1.15 3 | 0.61 2 | 3.56 20 | 3.13 69 | 0.42 20 | 0.56 2 | 0.27 48 | 2.13 3 | 2.64 37 | 1.13 6 | 2.75 57 | 1.17 56 | 0.15 1 | 2.25 2 | 1.81 112 | 0.16 287 | 0.01 13 | 0.00 1 | 0.02 165 | 0.03 26 | 0.18 33 |
|
| LACA1 |  | 1.26 4 | 1.11 84 | 3.02 5 | 1.48 2 | 0.60 46 | 2.46 31 | 0.44 60 | 5.13 10 | 1.26 2 | 1.82 48 | 0.26 8 | 0.48 27 | 1.74 88 | 4.67 62 | 0.52 2 | 0.02 39 | 0.03 58 | 0.00 1 | 0.00 1 | 0.04 49 | 0.12 19 |
|
| PSi22a |  | 1.32 5 | 0.64 3 | 2.10 1 | 2.87 50 | 0.95 107 | 1.10 4 | 0.09 17 | 5.67 22 | 1.53 7 | 0.89 4 | 0.11 1 | 2.93 132 | 1.04 55 | 2.41 7 | 1.15 40 | 0.02 39 | 1.05 486 | 0.00 1 | 0.10 267 | 0.03 26 | 1.77 398 |
|
| Foundation-i32 |  | 1.39 6 | 0.64 3 | 3.17 6 | 2.97 59 | 1.09 123 | 1.34 9 | 0.08 12 | 4.94 7 | 1.57 9 | 1.48 24 | 0.62 15 | 3.43 142 | 0.29 10 | 2.28 5 | 0.92 13 | 0.03 72 | 1.08 494 | 0.03 280 | 0.00 1 | 0.03 26 | 1.84 410 |
|
| PSi22b |  | 1.40 7 | 0.67 6 | 2.51 3 | 2.82 44 | 0.98 110 | 1.19 7 | 0.12 25 | 5.67 22 | 1.53 7 | 0.86 2 | 0.12 3 | 3.81 157 | 0.59 30 | 3.08 22 | 0.93 16 | 0.03 72 | 1.13 513 | 0.00 1 | 0.00 1 | 0.03 26 | 1.85 415 |
|
| LACA2 |  | 1.41 8 | 1.71 211 | 5.26 101 | 1.58 3 | 0.20 3 | 3.00 51 | 0.13 26 | 6.58 49 | 1.37 3 | 1.24 9 | 0.81 25 | 0.58 32 | 0.79 42 | 4.13 49 | 0.68 4 | 0.03 72 | 0.03 58 | 0.00 1 | 0.00 1 | 0.05 61 | 0.01 1 |
|
| PipStereo |  | 1.43 9 | 0.68 7 | 2.41 2 | 2.85 48 | 1.00 112 | 1.18 6 | 0.09 17 | 5.93 28 | 1.51 5 | 0.87 3 | 0.12 3 | 3.91 158 | 0.86 46 | 3.08 22 | 1.09 36 | 0.03 72 | 1.14 517 | 0.00 1 | 0.00 1 | 0.03 26 | 1.87 418 |
|
| mm1 |  | 1.44 10 | 0.74 12 | 3.21 8 | 2.41 9 | 0.36 14 | 1.35 10 | 0.01 1 | 4.94 7 | 3.18 61 | 1.46 22 | 0.64 17 | 2.10 104 | 0.28 6 | 4.30 54 | 0.92 13 | 0.61 456 | 0.61 335 | 0.00 1 | 0.26 397 | 0.02 5 | 1.34 325 |
|
| mm2 |  | 1.46 11 | 0.74 12 | 3.21 8 | 2.41 9 | 0.36 14 | 1.35 10 | 0.01 1 | 5.35 15 | 3.18 61 | 1.46 22 | 0.64 17 | 2.10 104 | 0.28 6 | 4.30 54 | 0.92 13 | 0.61 456 | 0.61 335 | 0.00 1 | 0.26 397 | 0.02 5 | 1.34 325 |
|
| LACA3 |  | 1.49 12 | 1.16 95 | 2.90 4 | 1.45 1 | 0.85 88 | 2.31 29 | 1.59 185 | 5.16 12 | 1.59 10 | 1.34 15 | 0.65 19 | 0.65 36 | 0.61 32 | 8.94 178 | 0.45 1 | 0.04 93 | 0.01 13 | 0.00 1 | 0.00 1 | 0.04 49 | 0.12 19 |
|
| FoundationStereo |  | 1.56 13 | 0.84 33 | 3.56 20 | 3.37 100 | 1.49 189 | 2.27 28 | 0.59 75 | 3.96 5 | 2.27 24 | 2.10 63 | 0.11 1 | 2.58 122 | 2.83 135 | 2.97 18 | 1.00 23 | 0.04 93 | 0.88 412 | 0.00 1 | 0.00 1 | 0.02 5 | 0.34 59 |
|
| GeoVLM |  | 1.59 14 | 0.74 12 | 3.21 8 | 2.46 16 | 0.35 12 | 2.13 21 | 0.02 4 | 5.35 15 | 3.20 64 | 1.83 49 | 0.67 20 | 2.08 103 | 1.26 63 | 4.37 56 | 1.39 70 | 0.61 456 | 0.61 335 | 0.00 1 | 0.26 397 | 0.02 5 | 1.32 323 |
|
| MonSter++ |  | 1.59 14 | 0.74 12 | 3.22 11 | 2.42 11 | 0.35 12 | 2.15 23 | 0.02 4 | 5.40 18 | 3.17 59 | 1.79 45 | 0.61 14 | 2.15 107 | 1.22 61 | 4.28 52 | 1.38 68 | 0.61 456 | 0.61 335 | 0.00 1 | 0.27 411 | 0.02 5 | 1.34 325 |
|
| LiteMatch* |   | 1.60 16 | 0.96 48 | 5.43 109 | 2.59 20 | 0.33 9 | 2.07 20 | 0.03 8 | 5.56 20 | 3.15 55 | 1.60 34 | 0.79 24 | 1.58 73 | 0.51 22 | 3.96 42 | 1.21 46 | 0.01 7 | 0.56 318 | 0.00 1 | 0.21 352 | 0.04 49 | 1.37 328 |
|
| BridgeDepth_RVC |   | 1.61 17 | 1.02 64 | 3.25 13 | 1.82 5 | 0.74 64 | 3.96 95 | 0.02 4 | 6.73 60 | 1.85 14 | 1.51 29 | 1.19 31 | 1.05 51 | 2.91 136 | 3.96 42 | 1.00 23 | 0.92 514 | 0.08 138 | 0.12 402 | 0.06 230 | 0.01 1 | 0.02 2 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| HiDET |  | 1.65 18 | 0.66 5 | 3.60 26 | 2.94 54 | 0.46 28 | 1.94 17 | 0.02 4 | 6.37 35 | 3.42 76 | 1.52 32 | 0.68 21 | 1.27 60 | 0.95 51 | 4.92 74 | 2.00 130 | 0.31 364 | 0.53 307 | 0.00 1 | 0.23 366 | 0.01 1 | 1.17 296 |
|
| LGtest1 |  | 1.67 19 | 0.87 34 | 4.47 57 | 2.67 27 | 0.82 83 | 3.00 51 | 0.11 22 | 6.42 37 | 1.80 11 | 1.94 55 | 1.62 40 | 0.65 36 | 0.92 50 | 5.90 89 | 1.02 28 | 0.04 93 | 0.55 315 | 0.00 1 | 0.00 1 | 0.10 118 | 0.46 99 |
|
| qqai |  | 1.68 20 | 0.71 8 | 4.03 39 | 3.23 81 | 0.66 57 | 1.57 13 | 0.11 22 | 5.96 29 | 4.04 99 | 1.26 12 | 0.50 13 | 3.03 134 | 0.26 5 | 4.81 68 | 0.91 11 | 0.02 39 | 0.68 356 | 0.00 1 | 0.29 422 | 0.02 5 | 1.58 371 |
|
| Pro-Stereo |  | 1.71 21 | 0.58 1 | 3.34 14 | 3.27 86 | 0.61 48 | 5.34 209 | 0.75 88 | 2.21 4 | 2.69 38 | 1.61 35 | 1.34 36 | 1.45 65 | 0.15 1 | 8.22 158 | 1.87 117 | 0.18 303 | 0.03 58 | 0.00 1 | 0.29 422 | 0.04 49 | 0.15 27 |
|
| MLG-Stereo_test1 |  | 1.73 22 | 0.79 23 | 3.82 33 | 2.83 45 | 2.75 333 | 2.77 43 | 0.15 32 | 6.43 41 | 2.10 21 | 1.21 8 | 0.16 5 | 1.52 70 | 0.52 25 | 7.62 135 | 0.90 10 | 0.03 72 | 0.74 369 | 0.00 1 | 0.03 181 | 0.03 26 | 0.24 39 |
|
| MLG-Stereo |  | 1.73 22 | 0.78 22 | 3.87 34 | 3.09 67 | 1.06 121 | 3.04 53 | 0.16 35 | 7.00 66 | 2.55 34 | 1.24 9 | 0.19 7 | 1.50 68 | 0.65 36 | 7.55 132 | 0.86 8 | 0.11 245 | 0.81 389 | 0.00 1 | 0.03 181 | 0.03 26 | 0.19 34 |
|
| BridgeDepth |   | 1.76 24 | 1.05 68 | 3.18 7 | 2.17 7 | 0.16 1 | 6.45 287 | 0.05 10 | 6.54 47 | 3.33 70 | 1.56 33 | 0.40 11 | 1.99 99 | 2.73 132 | 4.72 64 | 0.75 5 | 0.04 93 | 0.02 41 | 0.00 1 | 0.00 1 | 0.04 49 | 0.05 4 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| MSE-Stereo |  | 1.77 25 | 0.91 42 | 4.27 46 | 2.73 35 | 1.36 163 | 3.24 64 | 0.67 78 | 5.70 24 | 3.59 82 | 1.75 42 | 0.95 26 | 1.66 76 | 0.35 11 | 4.92 74 | 1.19 44 | 0.04 93 | 0.86 407 | 0.00 1 | 0.18 331 | 0.06 74 | 1.08 273 |
|
| MGA |  | 1.79 26 | 0.91 42 | 4.09 40 | 2.73 35 | 1.60 204 | 3.94 92 | 0.84 96 | 5.19 13 | 3.57 81 | 1.75 42 | 1.56 39 | 1.40 64 | 0.19 4 | 4.92 74 | 1.19 44 | 0.04 93 | 0.86 407 | 0.00 1 | 0.03 181 | 0.06 74 | 0.95 232 |
|
| PointNet |  | 1.79 26 | 0.75 16 | 3.56 20 | 2.49 17 | 0.42 20 | 2.63 35 | 0.19 40 | 6.10 31 | 4.03 98 | 2.22 72 | 1.08 28 | 2.69 128 | 0.28 6 | 5.08 77 | 1.46 89 | 0.19 316 | 0.83 397 | 0.00 1 | 0.04 200 | 0.02 5 | 1.65 381 |
|
| MLG-Stereo_test3 |  | 1.79 26 | 0.82 31 | 4.52 60 | 2.79 41 | 1.61 207 | 3.91 91 | 0.24 46 | 6.61 52 | 1.52 6 | 1.35 17 | 1.22 32 | 1.97 97 | 0.63 35 | 6.25 98 | 1.27 54 | 0.04 93 | 0.66 347 | 0.00 1 | 0.00 1 | 0.05 61 | 0.29 47 |
|
| Test_v1 |  | 1.80 29 | 0.90 36 | 3.67 28 | 2.66 23 | 1.27 154 | 2.14 22 | 0.16 35 | 7.69 93 | 3.86 90 | 1.62 36 | 3.08 64 | 1.48 67 | 1.00 54 | 4.86 70 | 0.99 22 | 0.09 224 | 0.06 113 | 0.00 1 | 0.00 1 | 0.03 26 | 0.42 86 |
|
| LG-Stereo_L2 |  | 1.81 30 | 1.11 84 | 5.06 90 | 3.06 65 | 0.92 97 | 2.71 38 | 0.43 59 | 7.45 82 | 1.91 17 | 1.93 52 | 0.44 12 | 0.41 24 | 0.52 25 | 8.16 153 | 1.05 32 | 0.05 129 | 0.73 367 | 0.00 1 | 0.00 1 | 0.04 49 | 0.32 53 |
|
| LG-Stereo_L1 |  | 1.82 31 | 1.13 90 | 4.80 72 | 3.05 64 | 1.18 136 | 2.86 47 | 0.49 64 | 7.33 79 | 2.07 19 | 1.66 37 | 0.31 9 | 0.52 28 | 0.58 29 | 8.22 158 | 1.09 36 | 0.05 129 | 0.74 369 | 0.01 221 | 0.00 1 | 0.03 26 | 0.29 47 |
|
| MLG-Stereo_test2 |  | 1.82 31 | 0.81 28 | 3.61 27 | 3.13 69 | 2.26 291 | 2.82 45 | 0.16 35 | 5.42 19 | 2.37 28 | 2.20 69 | 0.17 6 | 3.22 139 | 0.17 3 | 7.52 130 | 0.91 11 | 0.37 387 | 0.71 362 | 0.00 1 | 0.00 1 | 0.05 61 | 0.51 113 |
|
| CAR |  | 1.84 33 | 0.94 47 | 4.27 46 | 2.71 33 | 1.36 163 | 3.24 64 | 0.67 78 | 5.70 24 | 3.59 82 | 2.60 91 | 0.95 26 | 1.66 76 | 0.35 11 | 5.25 81 | 1.28 55 | 0.04 93 | 0.90 418 | 0.00 1 | 0.18 331 | 0.06 74 | 1.08 273 |
|
| 252Zero-FE |  | 1.84 33 | 0.98 55 | 4.47 57 | 3.26 85 | 0.75 70 | 1.97 19 | 0.08 12 | 6.80 61 | 4.77 116 | 1.93 52 | 3.67 78 | 0.18 1 | 0.28 6 | 4.02 48 | 1.16 41 | 0.04 93 | 1.19 532 | 0.09 363 | 0.42 495 | 0.04 49 | 0.69 152 |
|
| CSFM-Stereo |  | 1.85 35 | 0.72 10 | 3.47 18 | 2.90 52 | 0.34 11 | 3.06 54 | 0.15 32 | 6.97 65 | 3.08 50 | 2.66 95 | 1.25 33 | 1.50 68 | 1.08 57 | 4.86 70 | 1.63 103 | 0.66 470 | 0.61 335 | 0.00 1 | 0.23 366 | 0.02 5 | 1.84 410 |
|
| MatchStereo |   | 1.90 36 | 1.04 67 | 4.50 59 | 2.54 19 | 0.18 2 | 2.31 29 | 0.33 52 | 6.54 47 | 5.32 129 | 1.05 5 | 4.55 108 | 0.82 47 | 1.31 65 | 5.33 83 | 1.70 107 | 0.03 72 | 0.05 86 | 0.00 1 | 0.00 1 | 0.03 26 | 0.28 44 |
| Tingman Yan, Tao Liu, Xilian Yang, Qunfei Zhao, Zeyang Xia: MatchAttention: Matching the Relative Positions for High-Resolution Cross-View Matching. Arxiv, 2025 |
| Wavelet-MonSter |  | 2.01 37 | 1.07 76 | 5.09 95 | 2.96 55 | 2.61 321 | 2.98 50 | 0.04 9 | 5.15 11 | 2.07 19 | 2.18 67 | 4.47 103 | 0.37 21 | 1.33 68 | 5.56 85 | 2.03 134 | 0.01 7 | 0.99 453 | 0.02 258 | 0.29 422 | 0.02 5 | 0.95 232 |
|
| SGD-Stereo |  | 2.03 38 | 0.90 36 | 4.25 45 | 2.80 42 | 0.38 17 | 3.39 71 | 0.90 99 | 7.22 77 | 2.50 32 | 4.05 145 | 1.12 30 | 1.77 85 | 1.31 65 | 8.51 166 | 1.04 29 | 0.24 338 | 0.01 13 | 0.00 1 | 0.00 1 | 0.06 74 | 0.12 19 |
|
| dual_stereo |  | 2.05 39 | 0.76 19 | 3.43 16 | 2.96 55 | 1.50 193 | 2.64 36 | 0.08 12 | 5.59 21 | 2.63 36 | 1.35 17 | 0.77 23 | 2.38 115 | 0.61 32 | 10.75 249 | 1.98 127 | 0.02 39 | 1.41 573 | 0.00 1 | 0.23 366 | 0.01 1 | 1.86 416 |
|
| MonSter |  | 2.06 40 | 0.90 36 | 4.81 73 | 2.70 28 | 1.72 228 | 6.01 256 | 0.13 26 | 6.67 53 | 3.15 55 | 1.51 29 | 2.25 47 | 0.33 15 | 0.36 13 | 7.02 114 | 1.29 57 | 0.01 7 | 0.98 438 | 0.00 1 | 0.38 480 | 0.02 5 | 1.01 252 |
|
| monster-pro |  | 2.07 41 | 0.90 36 | 4.81 73 | 2.70 28 | 1.72 228 | 5.99 255 | 0.13 26 | 6.67 53 | 3.14 53 | 1.50 25 | 2.25 47 | 0.33 15 | 0.37 15 | 7.29 123 | 1.29 57 | 0.01 7 | 0.98 438 | 0.00 1 | 0.38 480 | 0.02 5 | 1.01 252 |
|
| LCMNet |  | 2.07 41 | 0.71 8 | 3.39 15 | 2.31 8 | 0.61 48 | 1.95 18 | 0.09 17 | 6.95 63 | 7.84 200 | 1.41 20 | 1.63 41 | 1.25 59 | 1.31 65 | 6.83 108 | 1.95 122 | 0.48 420 | 0.58 328 | 0.00 1 | 0.24 376 | 0.02 5 | 1.82 408 |
|
| Monster-pub-eth3d |  | 2.07 41 | 0.90 36 | 4.82 76 | 2.70 28 | 1.72 228 | 6.01 256 | 0.13 26 | 6.67 53 | 3.14 53 | 1.51 29 | 2.25 47 | 0.33 15 | 0.37 15 | 7.11 121 | 1.29 57 | 0.01 7 | 0.98 438 | 0.00 1 | 0.38 480 | 0.02 5 | 1.01 252 |
|
| MonStereo |  | 2.08 44 | 0.90 36 | 4.78 71 | 2.70 28 | 1.71 226 | 6.04 259 | 0.13 26 | 6.67 53 | 3.15 55 | 1.50 25 | 2.24 46 | 0.32 14 | 0.36 13 | 7.36 125 | 1.29 57 | 0.01 7 | 0.98 438 | 0.00 1 | 0.38 480 | 0.02 5 | 1.01 252 |
|
| IGEV |   | 2.11 45 | 0.73 11 | 4.37 52 | 2.86 49 | 3.48 377 | 4.13 105 | 0.94 101 | 7.90 96 | 3.86 90 | 2.26 74 | 4.35 98 | 0.28 9 | 0.61 32 | 3.78 40 | 1.05 32 | 0.08 212 | 0.72 363 | 0.00 1 | 0.20 345 | 0.03 26 | 0.56 121 |
|
| Monster-pub-mixall |  | 2.13 46 | 0.98 55 | 4.13 42 | 2.74 38 | 0.99 111 | 2.50 32 | 0.53 70 | 6.96 64 | 3.27 66 | 3.25 124 | 3.80 83 | 0.40 23 | 0.48 21 | 9.26 198 | 1.12 38 | 0.02 39 | 1.14 517 | 0.01 221 | 0.18 331 | 0.04 49 | 0.70 158 |
|
| 4.5_new |  | 2.16 47 | 0.96 48 | 4.43 55 | 2.83 45 | 1.93 256 | 5.59 229 | 1.24 125 | 6.25 33 | 2.81 44 | 4.41 156 | 3.54 73 | 0.46 25 | 0.96 52 | 3.70 36 | 1.41 78 | 0.33 371 | 1.01 467 | 0.00 1 | 0.21 352 | 0.11 133 | 1.11 284 |
|
| 4.5w-stereo |  | 2.16 47 | 0.96 48 | 4.43 55 | 2.83 45 | 1.93 256 | 5.59 229 | 1.25 129 | 6.25 33 | 2.81 44 | 4.41 156 | 3.53 72 | 0.46 25 | 0.96 52 | 3.70 36 | 1.42 81 | 0.33 371 | 1.01 467 | 0.00 1 | 0.21 352 | 0.11 133 | 1.11 284 |
|
| S2M2_L |  | 2.24 49 | 1.47 164 | 4.41 54 | 3.77 127 | 1.20 139 | 2.26 27 | 0.06 11 | 6.51 44 | 7.31 182 | 1.92 51 | 4.58 111 | 4.42 171 | 0.81 44 | 2.90 16 | 1.83 113 | 0.58 444 | 0.11 168 | 0.03 280 | 0.00 1 | 0.49 374 | 0.09 12 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| 4.25_new |  | 2.28 50 | 1.01 59 | 4.72 68 | 3.33 93 | 2.74 327 | 4.30 110 | 2.29 277 | 6.42 37 | 3.33 70 | 2.35 78 | 3.76 80 | 0.26 4 | 2.35 117 | 4.64 59 | 1.40 73 | 0.63 462 | 0.99 453 | 0.00 1 | 0.26 397 | 0.03 26 | 0.74 167 |
|
| 4.5w_new |  | 2.28 50 | 1.01 59 | 4.72 68 | 3.33 93 | 2.74 327 | 4.30 110 | 2.29 277 | 6.42 37 | 3.33 70 | 2.35 78 | 3.76 80 | 0.26 4 | 2.35 117 | 4.64 59 | 1.40 73 | 0.63 462 | 0.99 453 | 0.00 1 | 0.26 397 | 0.03 26 | 0.74 167 |
|
| 4.25w-stereo |  | 2.28 50 | 1.01 59 | 4.72 68 | 3.33 93 | 2.74 327 | 4.31 113 | 2.30 281 | 6.42 37 | 3.33 70 | 2.35 78 | 3.76 80 | 0.26 4 | 2.35 117 | 4.64 59 | 1.40 73 | 0.63 462 | 0.99 453 | 0.00 1 | 0.26 397 | 0.03 26 | 0.74 167 |
|
| asda |  | 2.30 53 | 1.05 68 | 5.07 94 | 3.16 73 | 1.97 261 | 3.28 66 | 0.84 96 | 6.58 49 | 3.63 86 | 2.65 94 | 3.26 66 | 0.65 36 | 2.93 137 | 6.05 93 | 1.83 113 | 0.70 475 | 1.01 467 | 0.00 1 | 0.27 411 | 0.10 118 | 0.86 191 |
|
| LiteMatch |  | 2.36 54 | 2.17 349 | 3.23 12 | 4.11 157 | 0.72 61 | 2.15 23 | 1.49 165 | 5.39 17 | 3.17 59 | 1.79 45 | 0.63 16 | 2.12 106 | 5.23 249 | 4.28 52 | 9.36 429 | 0.06 166 | 0.04 71 | 0.00 1 | 0.00 1 | 0.32 271 | 0.95 232 |
|
| LG-G_1 |  | 2.39 55 | 0.79 23 | 4.63 63 | 3.83 133 | 0.64 54 | 10.74 371 | 0.58 73 | 7.00 66 | 1.89 15 | 1.72 39 | 1.33 34 | 1.33 62 | 2.10 103 | 8.16 153 | 1.40 73 | 0.05 129 | 0.66 347 | 0.00 1 | 0.00 1 | 0.06 74 | 0.94 227 |
|
| LG-G |  | 2.39 55 | 0.79 23 | 4.63 63 | 3.83 133 | 0.64 54 | 10.74 371 | 0.58 73 | 7.00 66 | 1.89 15 | 1.72 39 | 1.33 34 | 1.33 62 | 2.10 103 | 8.16 153 | 1.40 73 | 0.05 129 | 0.66 347 | 0.00 1 | 0.00 1 | 0.06 74 | 0.94 227 |
|
| asd |  | 2.40 57 | 0.92 44 | 4.93 82 | 2.96 55 | 2.30 297 | 3.95 94 | 0.35 53 | 7.56 86 | 2.81 44 | 3.69 135 | 2.96 62 | 0.54 30 | 2.23 112 | 8.72 169 | 1.25 49 | 0.70 475 | 0.84 399 | 0.00 1 | 0.13 282 | 0.12 140 | 0.93 220 |
|
| 4w-stereo |  | 2.40 57 | 1.23 118 | 5.26 101 | 2.81 43 | 2.14 279 | 3.64 83 | 0.60 76 | 7.00 66 | 2.73 40 | 2.99 110 | 4.33 97 | 0.35 19 | 3.26 149 | 7.50 128 | 1.55 93 | 0.32 368 | 0.98 438 | 0.00 1 | 0.30 433 | 0.05 61 | 0.96 240 |
|
| GCAP-Stereo-DPT-24K |  | 2.41 59 | 1.11 84 | 6.02 135 | 3.43 106 | 2.13 278 | 3.61 82 | 1.59 185 | 9.07 136 | 4.09 101 | 1.71 38 | 3.47 71 | 0.65 36 | 4.05 179 | 2.38 6 | 1.05 32 | 0.03 72 | 0.18 201 | 0.00 1 | 0.44 498 | 0.28 251 | 2.86 541 |
|
| DEFOM-Stereo |  | 2.43 60 | 1.22 115 | 4.56 62 | 3.89 135 | 1.05 117 | 12.70 404 | 0.80 92 | 5.07 9 | 2.70 39 | 3.02 113 | 1.81 43 | 0.61 33 | 0.54 27 | 8.77 172 | 1.01 25 | 0.02 39 | 0.01 13 | 0.00 1 | 0.00 1 | 0.03 26 | 0.69 152 |
|
| 2.75w_new |  | 2.45 61 | 1.02 64 | 5.11 96 | 2.65 22 | 1.60 204 | 3.48 76 | 2.22 276 | 6.17 32 | 3.29 69 | 5.05 185 | 4.14 94 | 0.30 12 | 2.34 116 | 6.69 107 | 2.71 188 | 0.06 166 | 0.99 453 | 0.00 1 | 0.28 416 | 0.03 26 | 0.85 188 |
|
| 2.5w |  | 2.47 62 | 0.97 53 | 5.69 119 | 3.45 108 | 1.92 254 | 3.19 61 | 2.18 271 | 6.67 53 | 2.91 48 | 2.14 64 | 5.66 162 | 0.25 3 | 1.97 98 | 7.82 140 | 1.43 86 | 0.18 303 | 1.07 491 | 0.00 1 | 0.30 433 | 0.03 26 | 1.46 352 |
|
| GEAStereo |  | 2.49 63 | 1.24 119 | 4.35 50 | 4.86 218 | 1.65 216 | 4.29 108 | 1.45 153 | 9.09 138 | 4.32 105 | 2.74 101 | 2.76 58 | 1.20 57 | 2.22 108 | 3.97 44 | 1.97 124 | 0.07 197 | 1.09 496 | 0.05 310 | 0.00 1 | 0.25 223 | 2.16 487 |
|
| DispViT+ |  | 2.53 64 | 0.81 28 | 3.69 29 | 1.65 4 | 5.13 478 | 2.71 38 | 0.09 17 | 13.20 228 | 6.78 175 | 1.73 41 | 1.08 28 | 0.72 42 | 1.05 56 | 9.42 208 | 1.60 100 | 0.74 479 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 26 | 0.06 6 |
|
| AdaDepth |  | 2.53 64 | 1.09 80 | 6.44 168 | 3.77 127 | 3.11 360 | 3.50 80 | 0.68 81 | 5.77 26 | 3.85 89 | 2.06 62 | 3.46 70 | 0.52 28 | 1.57 77 | 11.34 277 | 1.39 70 | 0.04 93 | 0.91 420 | 0.00 1 | 0.22 355 | 0.05 61 | 0.78 177 |
|
| RAStereo |  | 2.53 64 | 1.48 168 | 7.27 217 | 4.18 165 | 1.48 183 | 1.78 14 | 0.13 26 | 8.50 115 | 8.15 211 | 2.40 83 | 4.11 93 | 3.37 140 | 0.81 44 | 3.73 38 | 2.75 191 | 0.05 129 | 0.00 1 | 0.00 1 | 0.00 1 | 0.35 291 | 0.14 23 |
|
| aanet-new-28k |  | 2.54 67 | 1.71 211 | 9.46 316 | 3.43 106 | 0.78 77 | 4.40 122 | 1.75 231 | 7.14 72 | 3.11 51 | 2.02 61 | 4.61 112 | 1.55 71 | 4.60 210 | 2.61 11 | 1.30 61 | 0.00 1 | 1.07 491 | 0.00 1 | 0.29 422 | 0.11 133 | 0.91 211 |
|
| monsters |  | 2.54 67 | 1.47 164 | 4.92 81 | 4.14 159 | 4.45 439 | 2.18 25 | 0.17 38 | 8.94 130 | 3.39 75 | 4.75 172 | 3.04 63 | 0.22 2 | 0.75 38 | 8.85 174 | 1.43 86 | 0.17 294 | 0.98 438 | 0.00 1 | 0.32 440 | 0.02 5 | 0.60 133 |
|
| IGEV-Stereo++ |  | 2.55 69 | 0.93 45 | 4.65 65 | 4.40 188 | 3.52 379 | 3.33 68 | 0.10 21 | 8.77 124 | 4.60 110 | 2.63 92 | 4.41 101 | 2.00 100 | 4.67 224 | 3.47 30 | 0.98 18 | 0.02 39 | 0.78 383 | 0.09 363 | 0.00 1 | 0.06 74 | 1.65 381 |
|
| GCAP-Stereo-DPT26K |  | 2.56 70 | 1.49 173 | 7.83 245 | 3.20 76 | 1.05 117 | 2.74 42 | 1.69 215 | 9.18 145 | 2.53 33 | 2.70 99 | 3.59 75 | 1.73 81 | 3.06 140 | 5.53 84 | 1.66 104 | 0.15 283 | 0.99 453 | 0.00 1 | 0.26 397 | 0.14 156 | 1.59 372 |
|
| aanet-new-16k |  | 2.56 70 | 1.50 176 | 7.52 231 | 4.24 180 | 0.72 61 | 3.79 87 | 1.59 185 | 8.38 110 | 3.25 65 | 1.75 42 | 4.56 109 | 2.61 123 | 4.57 209 | 3.47 30 | 1.59 98 | 0.03 72 | 0.56 318 | 0.00 1 | 0.03 181 | 0.10 118 | 0.93 220 |
|
| 3.25w_new |  | 2.57 72 | 1.05 68 | 5.06 90 | 2.75 39 | 1.49 189 | 5.86 246 | 1.15 115 | 7.21 75 | 3.61 84 | 4.57 164 | 3.97 88 | 0.64 34 | 2.42 123 | 7.83 142 | 1.41 78 | 0.07 197 | 0.97 434 | 0.00 1 | 0.23 366 | 0.08 97 | 0.95 232 |
|
| 3.25w |  | 2.57 72 | 1.05 68 | 5.06 90 | 2.75 39 | 1.49 189 | 5.87 247 | 1.15 115 | 7.21 75 | 3.61 84 | 4.57 164 | 3.97 88 | 0.64 34 | 2.42 123 | 7.82 140 | 1.41 78 | 0.07 197 | 0.97 434 | 0.00 1 | 0.23 366 | 0.08 97 | 0.95 232 |
|
| aanet-new-12k |  | 2.60 74 | 1.03 66 | 9.85 334 | 4.64 202 | 0.69 59 | 4.48 129 | 1.69 215 | 9.07 136 | 3.43 77 | 3.00 111 | 1.50 37 | 1.74 83 | 4.48 206 | 3.49 33 | 1.56 94 | 0.02 39 | 0.24 225 | 0.08 352 | 0.01 127 | 0.14 156 | 0.81 180 |
|
| aanet-new-34k |  | 2.62 75 | 1.88 261 | 8.96 284 | 3.16 73 | 0.64 54 | 2.65 37 | 1.53 174 | 9.10 140 | 3.27 66 | 1.40 19 | 5.41 147 | 2.44 117 | 6.26 289 | 2.42 8 | 1.24 48 | 0.01 7 | 0.67 353 | 0.03 280 | 0.07 240 | 0.12 140 | 1.08 273 |
|
| aanet-new-24k |  | 2.63 76 | 1.72 219 | 6.47 173 | 3.23 81 | 1.84 247 | 5.56 228 | 1.64 194 | 7.18 73 | 2.20 23 | 2.64 93 | 6.02 169 | 2.24 110 | 4.38 197 | 4.14 51 | 1.59 98 | 0.01 7 | 0.74 369 | 0.01 221 | 0.24 376 | 0.15 171 | 0.64 138 |
|
| qwe |  | 2.64 77 | 0.97 53 | 4.85 78 | 3.09 67 | 2.86 341 | 4.53 134 | 0.28 49 | 7.28 78 | 3.06 49 | 5.38 195 | 4.85 121 | 0.57 31 | 0.88 47 | 9.13 191 | 2.39 164 | 0.42 406 | 0.96 430 | 0.00 1 | 0.30 433 | 0.12 140 | 0.90 206 |
|
| aanet-new-32k |  | 2.65 78 | 1.89 264 | 7.06 201 | 3.33 93 | 2.10 270 | 5.72 237 | 1.68 205 | 8.13 102 | 1.82 12 | 2.01 59 | 4.36 99 | 2.64 125 | 5.98 279 | 3.22 24 | 0.98 18 | 0.02 39 | 1.02 476 | 0.00 1 | 0.00 1 | 0.09 109 | 0.97 241 |
|
| aanet-new-30k |  | 2.65 78 | 1.89 264 | 7.05 200 | 3.33 93 | 2.10 270 | 5.72 237 | 1.68 205 | 8.13 102 | 1.82 12 | 2.01 59 | 4.36 99 | 2.64 125 | 5.98 279 | 3.22 24 | 0.98 18 | 0.02 39 | 1.02 476 | 0.00 1 | 0.00 1 | 0.09 109 | 0.97 241 |
|
| 3.75w |  | 2.66 80 | 1.12 88 | 4.96 85 | 2.92 53 | 3.25 366 | 7.95 330 | 1.38 142 | 6.44 42 | 3.16 58 | 3.38 127 | 4.87 122 | 0.33 15 | 2.71 131 | 6.99 112 | 1.28 55 | 0.36 382 | 0.96 430 | 0.00 1 | 0.14 295 | 0.10 118 | 0.89 203 |
|
| 2w_stereo |  | 2.67 81 | 1.09 80 | 5.38 107 | 3.25 84 | 1.25 151 | 4.61 138 | 3.77 353 | 7.59 89 | 4.10 102 | 4.28 151 | 5.14 137 | 0.27 7 | 4.25 187 | 4.81 68 | 2.06 137 | 0.11 245 | 0.72 363 | 0.00 1 | 0.18 331 | 0.02 5 | 0.48 104 |
|
| GREAT-IGEV |   | 2.67 81 | 1.48 168 | 5.32 106 | 3.65 119 | 1.73 231 | 2.92 48 | 0.20 41 | 6.37 35 | 6.52 170 | 1.34 15 | 5.23 144 | 1.09 53 | 1.45 74 | 10.01 226 | 1.57 96 | 0.11 245 | 1.50 585 | 0.00 1 | 0.24 376 | 0.19 198 | 2.48 521 |
| Jiahao LI, Xinhong Chen, Zhengmin JIANG, Qian Zhou, Yung-Hui Li, Jianping Wang: Global Regulation and Excitation via Attention Tuning for Stereo Matching. ICCV2025 |
| GSStereo |  | 2.68 83 | 1.24 119 | 4.35 50 | 4.97 232 | 1.65 216 | 4.29 108 | 1.45 153 | 9.98 164 | 5.42 133 | 3.09 115 | 2.76 58 | 1.86 93 | 2.22 108 | 3.97 44 | 1.97 124 | 0.06 166 | 1.02 476 | 0.00 1 | 0.86 550 | 0.25 223 | 2.14 482 |
|
| aanet-new-40k |  | 2.69 84 | 1.84 252 | 10.17 346 | 3.20 76 | 2.52 312 | 5.34 209 | 1.74 227 | 7.56 86 | 2.32 27 | 1.41 20 | 4.84 120 | 1.12 54 | 5.42 254 | 2.71 13 | 1.34 62 | 0.07 197 | 0.66 347 | 0.02 258 | 0.04 200 | 0.08 97 | 1.48 359 |
|
| 2.25w |  | 2.72 85 | 1.05 68 | 6.11 139 | 3.00 60 | 1.81 242 | 3.48 76 | 0.41 56 | 6.68 59 | 2.83 47 | 4.84 176 | 6.79 178 | 0.37 21 | 2.42 123 | 9.01 181 | 3.30 232 | 0.22 331 | 1.00 461 | 0.00 1 | 0.30 433 | 0.02 5 | 0.81 180 |
|
| monsterstereo |  | 2.74 86 | 1.26 123 | 5.23 100 | 4.64 202 | 4.44 436 | 1.81 16 | 0.08 12 | 6.52 45 | 5.70 138 | 3.84 141 | 7.47 188 | 0.27 7 | 0.37 15 | 9.33 201 | 1.51 92 | 0.05 129 | 1.11 509 | 0.00 1 | 0.35 458 | 0.03 26 | 0.75 171 |
|
| LG-Stereo |  | 2.75 87 | 1.78 231 | 8.47 269 | 4.32 184 | 1.04 115 | 3.56 81 | 1.20 121 | 7.18 73 | 6.19 161 | 2.53 88 | 7.57 192 | 1.07 52 | 0.75 38 | 5.24 80 | 2.51 170 | 0.49 424 | 0.27 234 | 0.01 221 | 0.03 181 | 0.34 285 | 0.44 93 |
|
| GCAP-Stereo-DPT-25K |  | 2.77 88 | 1.13 90 | 5.44 110 | 3.06 65 | 2.08 267 | 3.94 92 | 1.55 181 | 11.83 209 | 6.47 168 | 2.30 77 | 5.05 135 | 2.53 119 | 3.46 155 | 2.91 17 | 1.01 25 | 0.04 93 | 0.23 220 | 0.00 1 | 0.51 515 | 0.12 140 | 1.74 396 |
|
| 3.5w_stereo |  | 2.78 89 | 1.48 168 | 5.51 114 | 2.66 23 | 1.61 207 | 5.90 251 | 1.09 112 | 7.46 83 | 3.28 68 | 4.31 153 | 4.49 104 | 0.35 19 | 2.04 102 | 10.32 238 | 3.27 231 | 0.21 326 | 0.66 347 | 0.00 1 | 0.09 258 | 0.02 5 | 0.88 198 |
|
| 111111 |  | 2.79 90 | 1.16 95 | 4.90 79 | 4.16 160 | 4.50 442 | 3.40 72 | 0.22 44 | 9.37 148 | 4.11 103 | 2.47 87 | 4.41 101 | 2.27 111 | 2.02 100 | 9.21 194 | 1.37 64 | 0.01 7 | 0.79 385 | 0.08 352 | 0.01 127 | 0.14 156 | 1.19 302 |
|
| StereoAnything_RVC |  | 2.80 91 | 12.35 609 | 6.48 178 | 2.89 51 | 1.06 121 | 1.47 12 | 0.17 38 | 5.24 14 | 2.04 18 | 1.29 14 | 0.35 10 | 0.29 11 | 3.53 159 | 8.37 164 | 1.01 25 | 0.05 129 | 0.88 412 | 0.00 1 | 0.00 1 | 6.93 607 | 1.66 384 |
|
| aanet-32k-new |  | 2.81 92 | 2.11 326 | 7.27 217 | 3.65 119 | 1.62 211 | 5.00 185 | 1.77 235 | 6.59 51 | 2.45 30 | 1.50 25 | 4.30 96 | 2.17 108 | 5.93 277 | 8.74 171 | 1.56 94 | 0.02 39 | 0.16 194 | 0.00 1 | 0.00 1 | 0.16 179 | 1.27 314 |
|
| aanet-new-22k |  | 2.81 92 | 1.78 231 | 7.32 224 | 3.89 135 | 0.79 80 | 4.34 117 | 1.93 254 | 9.22 146 | 5.40 132 | 2.21 71 | 4.89 126 | 1.55 71 | 4.87 231 | 4.13 49 | 1.48 91 | 0.01 7 | 1.07 491 | 0.01 221 | 0.04 200 | 0.14 156 | 1.22 306 |
|
| aanet-new-70k |  | 2.83 94 | 1.62 190 | 10.06 342 | 3.21 79 | 1.04 115 | 4.89 169 | 1.47 160 | 7.63 91 | 2.27 24 | 1.97 57 | 3.93 87 | 0.86 48 | 5.16 248 | 9.31 200 | 1.61 101 | 0.02 39 | 0.53 307 | 0.00 1 | 0.03 181 | 0.05 61 | 0.97 241 |
|
| aanet-new-90k |  | 2.84 95 | 1.71 211 | 11.52 408 | 3.30 90 | 1.85 248 | 3.10 57 | 1.39 145 | 7.41 80 | 2.73 40 | 1.13 6 | 3.43 69 | 0.92 49 | 4.97 238 | 9.58 213 | 1.26 52 | 0.06 166 | 0.81 389 | 0.00 1 | 0.07 240 | 0.09 109 | 1.51 366 |
|
| GCAP-Stereo-DPT-22K |  | 2.84 95 | 1.13 90 | 5.48 112 | 4.01 143 | 3.72 384 | 3.33 68 | 1.40 147 | 8.58 119 | 3.90 93 | 2.56 90 | 7.82 195 | 3.41 141 | 5.01 239 | 2.48 9 | 1.12 38 | 0.02 39 | 0.99 453 | 0.00 1 | 0.50 513 | 0.12 140 | 1.11 284 |
|
| WQFJA1++ |  | 2.85 97 | 0.75 16 | 5.28 103 | 3.42 104 | 2.42 306 | 4.30 110 | 0.29 51 | 7.68 92 | 2.78 43 | 3.98 142 | 2.72 55 | 0.69 41 | 1.60 80 | 7.66 137 | 1.42 81 | 0.41 400 | 1.01 467 | 0.01 221 | 0.40 491 | 9.39 621 | 0.78 177 |
|
| 3w_stereo |  | 2.85 97 | 1.08 78 | 6.84 194 | 3.00 60 | 0.62 51 | 5.35 211 | 6.31 435 | 7.70 94 | 3.87 92 | 4.12 148 | 5.00 133 | 0.30 12 | 4.15 185 | 4.87 72 | 1.71 108 | 0.00 1 | 1.02 476 | 0.00 1 | 0.24 376 | 0.03 26 | 0.87 197 |
|
| aanet-new-78k |  | 2.86 99 | 1.71 211 | 12.34 437 | 3.53 113 | 0.61 48 | 2.20 26 | 1.30 137 | 7.48 84 | 2.19 22 | 1.89 50 | 4.21 95 | 1.03 50 | 6.31 291 | 8.93 177 | 1.35 63 | 0.02 39 | 0.72 363 | 0.00 1 | 0.00 1 | 0.07 85 | 1.41 341 |
|
| aanet-new-36k |  | 2.87 100 | 1.75 224 | 7.21 213 | 3.57 115 | 0.57 44 | 5.21 197 | 1.18 119 | 8.42 112 | 2.58 35 | 1.80 47 | 4.49 104 | 1.58 73 | 6.34 293 | 9.10 188 | 1.42 81 | 0.02 39 | 1.00 461 | 0.02 258 | 0.00 1 | 0.07 85 | 0.98 246 |
|
| fffft |  | 2.87 100 | 1.37 143 | 6.09 136 | 3.63 117 | 1.48 183 | 4.34 117 | 4.03 364 | 9.11 141 | 3.91 94 | 3.19 118 | 2.34 50 | 1.90 95 | 1.43 73 | 10.93 253 | 2.22 145 | 0.00 1 | 0.23 220 | 0.00 1 | 0.00 1 | 0.38 320 | 0.85 188 |
| 1: 1. 1 |
| TS12 |  | 2.90 102 | 0.93 45 | 3.58 24 | 2.61 21 | 0.40 18 | 6.37 283 | 0.20 41 | 8.95 131 | 4.89 119 | 3.34 126 | 10.48 236 | 1.45 65 | 3.08 141 | 8.02 147 | 2.96 209 | 0.02 39 | 0.01 13 | 0.00 1 | 0.00 1 | 0.05 61 | 0.67 145 |
|
| Replicate-Monster |  | 2.96 103 | 3.67 490 | 12.48 443 | 2.73 35 | 1.29 158 | 3.18 60 | 0.44 60 | 7.55 85 | 4.93 121 | 4.05 145 | 1.50 37 | 0.77 44 | 1.12 58 | 9.21 194 | 0.87 9 | 0.19 316 | 1.15 519 | 0.00 1 | 0.22 355 | 0.28 251 | 3.54 559 |
|
| MaDis-Stereo |  | 2.96 103 | 2.05 309 | 7.26 216 | 3.35 98 | 2.54 315 | 1.78 14 | 0.28 49 | 8.41 111 | 5.58 136 | 2.77 103 | 3.62 77 | 7.05 234 | 4.60 210 | 5.95 90 | 3.33 233 | 0.01 7 | 0.05 86 | 0.00 1 | 0.00 1 | 0.19 198 | 0.39 77 |
|
| gasm-f |  | 2.98 105 | 1.42 152 | 4.98 86 | 4.86 218 | 1.58 201 | 4.40 122 | 2.46 291 | 9.09 138 | 4.32 105 | 2.74 101 | 5.99 168 | 1.20 57 | 3.99 176 | 6.65 106 | 2.16 144 | 0.07 197 | 1.09 496 | 0.05 310 | 0.00 1 | 0.30 264 | 2.16 487 |
|
| GCAP-Stereo-cres-4k |  | 3.00 106 | 1.28 128 | 6.32 155 | 5.04 237 | 2.94 349 | 9.00 343 | 1.69 215 | 8.10 101 | 4.63 112 | 2.27 75 | 5.15 139 | 2.30 113 | 5.01 239 | 3.99 47 | 1.47 90 | 0.01 7 | 0.13 179 | 0.00 1 | 0.02 165 | 0.09 109 | 0.61 134 |
|
| GCAP-Stereo-DPT-cres |  | 3.02 107 | 1.07 76 | 5.65 117 | 3.42 104 | 4.71 456 | 7.67 322 | 1.62 190 | 8.75 123 | 3.34 74 | 2.70 99 | 5.84 166 | 3.78 156 | 6.58 304 | 3.00 21 | 1.17 42 | 0.01 7 | 0.04 71 | 0.00 1 | 0.06 230 | 0.14 156 | 0.83 185 |
|
| aanet-new-60k |  | 3.03 108 | 1.86 255 | 11.53 410 | 3.24 83 | 1.22 144 | 6.75 298 | 1.60 188 | 7.41 80 | 2.30 26 | 1.96 56 | 3.99 90 | 2.62 124 | 3.31 151 | 8.96 180 | 1.39 70 | 0.04 93 | 1.10 504 | 0.01 221 | 0.01 127 | 0.07 85 | 1.33 324 |
|
| gcap_with_dpt |  | 3.03 108 | 1.08 78 | 6.32 155 | 3.49 110 | 4.52 444 | 5.06 186 | 1.27 130 | 7.96 99 | 4.87 118 | 6.17 212 | 11.91 263 | 2.06 102 | 0.57 28 | 2.88 15 | 1.07 35 | 0.01 7 | 0.08 138 | 0.02 258 | 0.25 391 | 0.15 171 | 0.94 227 |
|
| IGEV-Stereo+ |  | 3.03 108 | 1.10 82 | 5.14 99 | 3.52 112 | 4.87 463 | 2.53 33 | 0.68 81 | 4.40 6 | 3.11 51 | 2.20 69 | 0.71 22 | 0.79 46 | 3.45 153 | 8.89 176 | 1.25 49 | 0.08 212 | 0.70 359 | 0.00 1 | 0.40 491 | 5.72 603 | 11.13 645 |
|
| aanet-new-10k |  | 3.05 111 | 1.69 208 | 11.03 393 | 4.59 199 | 0.93 102 | 8.16 333 | 1.83 241 | 8.82 127 | 2.73 40 | 3.10 117 | 3.11 65 | 2.74 129 | 5.35 253 | 3.49 33 | 1.80 111 | 0.01 7 | 0.47 290 | 0.05 310 | 0.07 240 | 0.14 156 | 0.88 198 |
|
| LG-Stereo_Zeroshot |  | 3.06 112 | 1.06 75 | 6.40 165 | 5.55 278 | 1.90 252 | 3.79 87 | 0.82 94 | 7.92 98 | 3.70 88 | 4.01 144 | 10.87 247 | 2.27 111 | 5.15 245 | 3.49 33 | 2.09 140 | 0.19 316 | 0.64 344 | 0.00 1 | 0.35 458 | 0.42 342 | 0.58 130 |
|
| SMoEStereo_RVC |  | 3.08 113 | 1.77 230 | 5.88 124 | 4.29 182 | 0.76 71 | 6.25 274 | 1.85 242 | 8.81 126 | 4.44 107 | 4.08 147 | 3.85 85 | 2.76 130 | 2.21 106 | 11.07 256 | 2.28 148 | 0.01 7 | 0.13 179 | 0.03 280 | 0.00 1 | 0.35 291 | 0.83 185 |
|
| Zero-FE251 |  | 3.09 114 | 1.71 211 | 6.29 154 | 4.81 214 | 2.16 282 | 7.18 308 | 0.73 85 | 8.50 115 | 3.56 80 | 5.39 196 | 2.58 51 | 5.37 197 | 4.09 182 | 4.80 67 | 1.73 109 | 0.49 424 | 0.81 389 | 0.05 310 | 0.03 181 | 0.03 26 | 1.45 349 |
|
| AIO_test |  | 3.09 114 | 1.33 139 | 5.84 122 | 4.60 200 | 3.35 369 | 5.26 201 | 2.32 282 | 9.12 143 | 5.01 122 | 1.93 52 | 4.76 118 | 4.23 168 | 1.35 70 | 7.85 145 | 1.18 43 | 0.92 514 | 1.03 483 | 0.00 1 | 0.29 422 | 0.07 85 | 1.30 319 |
|
| GIP-stereo |  | 3.09 114 | 1.42 152 | 4.82 76 | 5.64 286 | 4.11 413 | 3.31 67 | 0.74 86 | 9.86 161 | 6.75 173 | 2.44 84 | 5.48 149 | 4.08 162 | 3.14 143 | 5.77 88 | 1.68 105 | 0.14 272 | 0.63 343 | 0.00 1 | 0.00 1 | 0.09 109 | 1.66 384 |
|
| UniTT-Stereo |  | 3.10 117 | 1.22 115 | 7.79 243 | 4.50 193 | 2.51 311 | 2.59 34 | 0.42 58 | 5.88 27 | 5.74 141 | 5.46 200 | 7.76 194 | 1.12 54 | 1.46 75 | 9.06 185 | 5.42 325 | 0.06 166 | 0.07 128 | 0.00 1 | 0.01 127 | 0.60 413 | 0.26 42 |
|
| gcap-zeroshot |  | 3.14 118 | 1.18 102 | 6.27 152 | 3.32 91 | 4.60 449 | 4.50 130 | 1.28 132 | 9.47 151 | 8.43 218 | 5.88 206 | 10.06 221 | 1.79 87 | 0.45 19 | 2.98 19 | 1.37 64 | 0.00 1 | 0.08 138 | 0.01 221 | 0.26 397 | 0.15 171 | 0.69 152 |
|
| testlalala |  | 3.14 118 | 1.18 102 | 6.27 152 | 3.32 91 | 4.60 449 | 4.50 130 | 1.28 132 | 9.47 151 | 8.43 218 | 5.88 206 | 10.06 221 | 1.79 87 | 0.45 19 | 2.98 19 | 1.37 64 | 0.00 1 | 0.08 138 | 0.01 221 | 0.26 397 | 0.15 171 | 0.69 152 |
|
| IGEV-RUCA |  | 3.15 120 | 1.28 128 | 5.12 97 | 5.23 256 | 2.34 302 | 6.02 258 | 1.75 231 | 7.71 95 | 5.31 128 | 2.77 103 | 4.98 132 | 4.01 160 | 2.39 122 | 10.02 227 | 1.73 109 | 0.17 294 | 0.26 232 | 0.21 454 | 0.29 422 | 0.74 451 | 0.58 130 |
|
| 1w_stereo |  | 3.18 121 | 0.88 35 | 4.34 49 | 3.77 127 | 2.15 280 | 4.45 125 | 6.50 441 | 7.10 71 | 5.69 137 | 3.58 132 | 7.40 187 | 0.28 9 | 4.26 189 | 8.58 168 | 2.83 204 | 0.05 129 | 0.64 344 | 0.00 1 | 0.01 127 | 0.02 5 | 1.16 293 |
|
| aanet-new-14k |  | 3.20 122 | 1.28 128 | 9.69 327 | 4.19 168 | 0.51 38 | 4.33 116 | 1.70 219 | 11.13 194 | 10.33 254 | 3.19 118 | 4.96 131 | 0.65 36 | 6.56 303 | 2.82 14 | 1.61 101 | 0.04 93 | 0.03 58 | 0.01 221 | 0.00 1 | 0.10 118 | 0.90 206 |
|
| aanet-new-8k |  | 3.21 123 | 1.53 179 | 6.45 170 | 3.94 139 | 0.69 59 | 5.83 245 | 1.71 222 | 10.38 173 | 6.24 162 | 2.24 73 | 4.04 92 | 1.31 61 | 6.63 309 | 10.15 233 | 1.87 117 | 0.01 7 | 0.17 198 | 0.00 1 | 0.00 1 | 0.12 140 | 0.90 206 |
|
| Foundation-i1c-attn |  | 3.23 124 | 0.75 16 | 3.94 36 | 3.03 62 | 1.27 154 | 5.29 205 | 4.34 372 | 9.85 160 | 4.74 114 | 4.57 164 | 4.01 91 | 6.52 225 | 4.81 228 | 7.18 122 | 1.38 68 | 0.06 166 | 1.06 489 | 0.00 1 | 0.00 1 | 0.03 26 | 1.88 419 |
|
| mms |  | 3.23 124 | 1.87 260 | 6.16 144 | 4.22 171 | 2.38 304 | 4.13 105 | 3.87 356 | 8.68 121 | 5.05 123 | 2.68 97 | 5.66 162 | 3.05 136 | 1.33 68 | 9.68 216 | 2.35 158 | 0.01 7 | 0.55 315 | 0.00 1 | 0.00 1 | 0.42 342 | 2.47 519 |
|
| ours_stereo |  | 3.25 126 | 1.81 240 | 5.95 133 | 4.18 165 | 1.97 261 | 3.79 87 | 2.71 308 | 8.97 132 | 6.86 176 | 2.39 82 | 5.79 165 | 3.97 159 | 1.82 96 | 9.84 220 | 2.05 136 | 0.02 39 | 0.21 215 | 0.00 1 | 0.00 1 | 0.38 320 | 2.35 508 |
|
| GCAP-Stereo-DPT-5K |  | 3.26 127 | 1.18 102 | 6.09 136 | 3.37 100 | 4.60 449 | 4.64 141 | 1.29 135 | 9.39 149 | 9.58 242 | 6.19 213 | 10.71 242 | 1.85 91 | 0.51 22 | 3.23 26 | 1.42 81 | 0.01 7 | 0.08 138 | 0.01 221 | 0.24 376 | 0.14 156 | 0.63 136 |
|
| test_for_model |  | 3.26 127 | 1.18 102 | 6.09 136 | 3.37 100 | 4.60 449 | 4.64 141 | 1.29 135 | 9.39 149 | 9.57 241 | 6.19 213 | 10.71 242 | 1.85 91 | 0.51 22 | 3.23 26 | 1.42 81 | 0.01 7 | 0.08 138 | 0.01 221 | 0.24 376 | 0.14 156 | 0.63 136 |
|
| zero-FE |  | 3.32 129 | 1.18 102 | 5.60 116 | 4.69 205 | 4.43 435 | 3.21 63 | 1.46 158 | 6.93 62 | 2.47 31 | 1.50 25 | 2.64 52 | 1.71 79 | 4.81 228 | 6.47 104 | 3.42 240 | 0.59 450 | 0.90 418 | 0.00 1 | 0.28 416 | 13.31 639 | 0.77 174 |
|
| AIO-Stereo |   | 3.32 129 | 1.49 173 | 5.67 118 | 5.06 238 | 1.51 195 | 4.67 148 | 1.71 222 | 10.31 170 | 5.90 155 | 3.02 113 | 4.90 128 | 5.32 195 | 0.80 43 | 10.66 243 | 1.88 119 | 0.06 166 | 0.85 406 | 0.00 1 | 0.70 540 | 0.14 156 | 1.78 400 |
|
| GCAP-Stereo-DPT-2K |  | 3.33 131 | 1.12 88 | 6.22 147 | 3.35 98 | 4.61 453 | 3.98 96 | 1.23 124 | 8.33 109 | 8.06 208 | 6.76 220 | 12.36 266 | 2.19 109 | 0.60 31 | 5.16 79 | 1.26 52 | 0.01 7 | 0.07 128 | 0.01 221 | 0.25 391 | 0.14 156 | 0.95 232 |
|
| AIO_rvc |  | 3.33 131 | 1.66 202 | 6.67 187 | 4.55 194 | 3.62 381 | 5.18 194 | 1.79 237 | 8.85 129 | 5.06 124 | 2.17 66 | 4.89 126 | 4.69 180 | 1.16 59 | 10.57 241 | 2.01 133 | 0.59 450 | 1.10 504 | 0.00 1 | 0.04 200 | 0.16 179 | 1.84 410 |
|
| RSM++ |  | 3.35 133 | 1.29 132 | 5.82 121 | 5.16 251 | 1.00 112 | 4.93 178 | 2.54 296 | 10.70 182 | 5.17 126 | 3.45 129 | 4.81 119 | 6.63 227 | 1.86 97 | 10.23 234 | 2.06 137 | 0.05 129 | 0.06 113 | 0.01 221 | 0.18 331 | 0.19 198 | 0.95 232 |
|
| HUF |  | 3.37 134 | 1.82 248 | 7.11 209 | 3.74 126 | 1.68 221 | 5.10 189 | 2.12 265 | 10.44 174 | 5.26 127 | 2.44 84 | 4.54 107 | 5.45 200 | 2.61 127 | 7.44 127 | 2.03 134 | 0.91 512 | 2.05 606 | 0.09 363 | 0.00 1 | 0.19 198 | 2.46 516 |
|
| Foundation-i1b |  | 3.38 135 | 0.76 19 | 4.10 41 | 2.71 33 | 1.29 158 | 5.97 253 | 4.62 382 | 10.54 176 | 4.48 109 | 5.33 194 | 3.60 76 | 7.33 243 | 5.34 252 | 7.29 123 | 1.37 64 | 0.05 129 | 1.05 486 | 0.00 1 | 0.00 1 | 0.04 49 | 1.69 388 |
|
| RSM |  | 3.39 136 | 1.22 115 | 5.46 111 | 5.06 238 | 1.60 204 | 4.70 151 | 1.76 234 | 10.72 183 | 4.92 120 | 3.67 134 | 4.52 106 | 7.70 252 | 1.74 88 | 11.04 255 | 2.06 137 | 0.05 129 | 0.18 201 | 0.00 1 | 0.35 458 | 0.19 198 | 0.92 213 |
|
| GCAP-Stereo-DPT-3K |  | 3.40 137 | 1.19 107 | 6.23 149 | 3.22 80 | 4.64 455 | 4.62 139 | 1.24 125 | 9.97 163 | 10.68 257 | 6.19 213 | 11.95 264 | 1.80 90 | 0.42 18 | 3.38 29 | 1.25 49 | 0.01 7 | 0.07 128 | 0.00 1 | 0.25 391 | 0.14 156 | 0.67 145 |
|
| FlowAnything_test |  | 3.40 137 | 1.63 194 | 7.17 210 | 8.89 499 | 1.37 167 | 8.59 336 | 2.43 289 | 8.27 106 | 4.69 113 | 4.28 151 | 2.68 53 | 3.47 149 | 0.74 37 | 6.21 97 | 5.48 329 | 0.11 245 | 0.04 71 | 0.17 435 | 0.65 536 | 0.17 186 | 0.91 211 |
|
| DEFOM-Stereo_RVC |  | 3.40 137 | 7.12 557 | 4.30 48 | 11.17 562 | 1.69 223 | 4.59 136 | 0.46 63 | 9.11 141 | 3.63 86 | 2.69 98 | 3.29 67 | 0.75 43 | 7.02 324 | 9.35 202 | 2.00 130 | 0.01 7 | 0.15 191 | 0.00 1 | 0.19 340 | 0.06 74 | 0.39 77 |
|
| aanet-new |  | 3.41 140 | 1.67 204 | 7.04 199 | 4.37 187 | 2.94 349 | 10.02 352 | 1.74 227 | 8.16 104 | 3.19 63 | 2.14 64 | 5.19 141 | 2.32 114 | 7.49 331 | 9.44 209 | 1.43 86 | 0.02 39 | 0.08 138 | 0.00 1 | 0.01 127 | 0.08 97 | 0.92 213 |
|
| BStereo |   | 3.41 140 | 1.93 275 | 17.91 528 | 3.28 87 | 1.17 133 | 5.97 253 | 3.40 341 | 6.67 53 | 6.10 158 | 2.94 108 | 1.98 44 | 2.53 119 | 0.78 40 | 8.18 156 | 3.81 258 | 0.06 166 | 0.11 168 | 0.04 299 | 0.13 282 | 0.09 109 | 1.02 259 |
|
| EGLCR-Stereo |  | 3.41 140 | 1.28 128 | 6.47 173 | 4.22 171 | 1.36 163 | 5.18 194 | 1.24 125 | 11.58 206 | 5.47 135 | 3.80 139 | 3.40 68 | 8.10 261 | 1.69 86 | 9.53 212 | 2.23 147 | 0.09 224 | 0.89 417 | 0.01 221 | 0.00 1 | 0.24 219 | 1.42 344 |
|
| VIP-Stereo |  | 3.44 143 | 1.88 261 | 6.40 165 | 3.40 103 | 4.56 448 | 14.56 438 | 1.70 219 | 6.48 43 | 4.46 108 | 2.19 68 | 5.59 154 | 2.42 116 | 1.80 94 | 9.75 219 | 2.11 143 | 0.01 7 | 0.98 438 | 0.00 1 | 0.01 127 | 0.09 109 | 0.49 107 |
|
| NLSM3 |  | 3.45 144 | 1.17 101 | 4.52 60 | 3.64 118 | 3.99 404 | 3.16 59 | 0.54 71 | 14.33 258 | 9.76 246 | 3.70 136 | 7.08 185 | 1.78 86 | 3.88 173 | 7.50 128 | 3.21 226 | 0.02 39 | 0.00 1 | 0.06 324 | 0.01 127 | 0.04 49 | 0.59 132 |
|
| Selective-IGEV-i32 |  | 3.46 145 | 1.32 136 | 5.92 131 | 4.55 194 | 2.25 290 | 4.64 141 | 2.07 263 | 11.51 203 | 5.80 143 | 3.20 121 | 4.75 116 | 5.45 200 | 1.78 91 | 11.24 268 | 2.37 160 | 0.05 129 | 0.82 395 | 0.00 1 | 0.20 345 | 0.10 118 | 1.17 296 |
|
| DDF-Stereo |  | 3.46 145 | 1.20 108 | 5.41 108 | 5.11 246 | 4.42 434 | 3.37 70 | 1.47 160 | 6.01 30 | 2.40 29 | 1.25 11 | 2.68 53 | 1.67 78 | 4.52 208 | 8.23 162 | 3.48 242 | 0.58 444 | 0.92 422 | 0.00 1 | 0.29 422 | 15.46 646 | 0.74 167 |
|
| Selective-IGEV |  | 3.46 145 | 1.32 136 | 5.92 131 | 4.55 194 | 2.27 292 | 4.65 145 | 2.07 263 | 11.50 202 | 5.81 144 | 3.19 118 | 4.75 116 | 5.46 202 | 1.77 90 | 11.24 268 | 2.37 160 | 0.05 129 | 0.82 395 | 0.00 1 | 0.20 345 | 0.10 118 | 1.17 296 |
|
| Foundation-i1a |  | 3.47 148 | 0.79 23 | 4.13 42 | 3.03 62 | 1.16 131 | 5.28 202 | 3.85 354 | 10.67 181 | 4.84 117 | 6.10 208 | 3.58 74 | 7.71 253 | 5.82 273 | 7.53 131 | 1.85 115 | 0.06 166 | 1.12 511 | 0.00 1 | 0.00 1 | 0.04 49 | 1.94 435 |
|
| tt45 |  | 3.47 148 | 1.65 199 | 5.29 105 | 4.20 169 | 1.93 256 | 8.00 331 | 1.99 260 | 9.99 166 | 4.05 100 | 5.83 204 | 4.57 110 | 4.57 179 | 2.37 121 | 11.40 279 | 2.38 163 | 0.01 7 | 0.14 187 | 0.00 1 | 0.01 127 | 0.40 330 | 0.69 152 |
|
| MGS-Stereo |  | 3.47 148 | 1.54 180 | 7.34 226 | 3.79 130 | 0.51 38 | 4.78 161 | 1.51 170 | 6.53 46 | 9.92 249 | 4.54 162 | 10.22 230 | 5.44 198 | 1.26 63 | 8.51 166 | 2.53 174 | 0.21 326 | 0.01 13 | 0.02 258 | 0.00 1 | 0.59 407 | 0.23 37 |
|
| IGEV++ |  | 3.49 151 | 1.67 204 | 6.59 183 | 6.41 358 | 1.44 173 | 4.50 130 | 1.66 203 | 11.20 195 | 5.34 130 | 3.01 112 | 6.40 174 | 4.30 169 | 4.36 192 | 5.66 87 | 3.53 246 | 0.05 129 | 1.20 536 | 0.00 1 | 0.15 304 | 0.32 271 | 2.10 476 |
|
| CroCo-Stereo |   | 3.51 152 | 2.49 412 | 8.03 254 | 9.10 503 | 1.26 153 | 0.97 3 | 0.96 104 | 11.24 200 | 8.52 223 | 3.79 138 | 4.87 122 | 7.93 259 | 4.44 202 | 3.26 28 | 2.76 193 | 0.03 72 | 0.00 1 | 0.00 1 | 0.00 1 | 0.34 285 | 0.16 28 |
| 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 |
| MSCF |  | 3.53 153 | 2.33 384 | 6.43 167 | 4.97 232 | 1.76 236 | 5.30 206 | 1.43 148 | 9.49 154 | 5.37 131 | 5.50 201 | 6.46 175 | 1.79 87 | 6.92 321 | 6.16 96 | 1.85 115 | 0.11 245 | 1.01 467 | 0.00 1 | 1.07 570 | 0.27 245 | 2.30 502 |
|
| VMStereo-Base |   | 3.56 154 | 1.14 93 | 4.69 67 | 2.08 6 | 0.51 38 | 2.97 49 | 0.56 72 | 10.54 176 | 14.83 313 | 3.99 143 | 9.20 213 | 7.37 244 | 2.33 115 | 8.03 148 | 2.34 155 | 0.12 260 | 0.08 138 | 0.04 299 | 0.00 1 | 0.07 85 | 0.20 35 |
|
| Pointernet |  | 3.56 154 | 0.99 58 | 6.55 181 | 3.79 130 | 0.85 88 | 5.19 196 | 0.36 54 | 17.55 328 | 7.32 183 | 4.50 161 | 6.92 179 | 4.82 183 | 2.69 129 | 5.26 82 | 2.99 210 | 0.04 93 | 0.53 307 | 0.00 1 | 0.35 458 | 0.05 61 | 0.42 86 |
|
| GLC_STEREO |  | 3.61 156 | 1.35 141 | 3.91 35 | 6.86 403 | 0.23 4 | 4.69 149 | 1.61 189 | 9.80 156 | 7.20 180 | 5.64 203 | 9.11 209 | 5.19 190 | 2.02 100 | 10.25 235 | 3.70 252 | 0.07 197 | 0.04 71 | 0.22 462 | 0.00 1 | 0.24 219 | 0.17 30 |
|
| GCAP-Stereo-DPT-FT |  | 3.65 157 | 5.31 529 | 22.09 566 | 3.99 142 | 3.89 398 | 3.15 58 | 1.70 219 | 9.35 147 | 3.52 79 | 2.46 86 | 3.75 79 | 3.71 152 | 3.55 161 | 3.48 32 | 1.68 105 | 0.07 197 | 0.13 179 | 0.01 221 | 0.12 277 | 0.13 154 | 0.97 241 |
|
| MoCha-V2 |  | 3.68 158 | 1.42 152 | 5.50 113 | 6.03 327 | 1.50 193 | 4.53 134 | 1.32 139 | 11.05 192 | 6.30 165 | 5.86 205 | 5.39 146 | 2.66 127 | 6.33 292 | 10.36 239 | 1.58 97 | 0.19 316 | 1.57 591 | 0.00 1 | 0.24 376 | 0.07 85 | 1.77 398 |
|
| GASTEREO |  | 3.69 159 | 2.44 404 | 6.32 155 | 5.26 259 | 1.76 236 | 5.46 213 | 1.44 151 | 9.55 155 | 5.71 139 | 5.61 202 | 6.96 181 | 1.61 75 | 6.99 323 | 8.15 152 | 1.89 120 | 0.10 237 | 1.01 467 | 0.00 1 | 1.07 570 | 0.17 186 | 2.30 502 |
|
| fffy |  | 3.69 159 | 1.76 227 | 7.01 198 | 4.25 181 | 1.49 189 | 4.74 157 | 1.69 215 | 10.96 189 | 7.10 178 | 2.90 107 | 6.29 171 | 6.27 221 | 3.10 142 | 10.41 240 | 2.09 140 | 0.01 7 | 1.02 476 | 0.00 1 | 0.00 1 | 0.37 308 | 2.28 499 |
|
| SCV |  | 3.72 161 | 1.81 240 | 7.24 214 | 5.65 288 | 1.66 218 | 4.31 113 | 1.64 194 | 12.11 212 | 6.98 177 | 2.28 76 | 4.94 130 | 6.07 212 | 2.70 130 | 10.28 236 | 2.30 149 | 0.09 224 | 0.98 438 | 0.00 1 | 0.53 519 | 0.55 392 | 2.27 497 |
|
| GCAP-Stereo-DPT-20K |  | 3.73 162 | 0.96 48 | 19.43 544 | 2.45 14 | 2.27 292 | 4.47 126 | 1.54 176 | 8.30 107 | 4.01 96 | 2.87 105 | 5.19 141 | 3.46 147 | 4.46 203 | 2.26 3 | 0.83 6 | 0.07 197 | 0.75 375 | 0.00 1 | 0.20 345 | 0.92 481 | 10.21 638 |
|
| GCAPDPT-zeroshot4090 |  | 3.73 162 | 0.96 48 | 19.42 543 | 2.45 14 | 2.27 292 | 4.47 126 | 1.54 176 | 8.30 107 | 4.01 96 | 2.87 105 | 5.19 141 | 3.46 147 | 4.46 203 | 2.26 3 | 0.83 6 | 0.07 197 | 0.75 375 | 0.00 1 | 0.20 345 | 0.92 481 | 10.21 638 |
|
| 999 |  | 3.74 164 | 1.55 182 | 5.72 120 | 5.15 250 | 2.42 306 | 7.40 315 | 2.13 266 | 10.76 185 | 7.33 184 | 3.20 121 | 5.04 134 | 5.01 185 | 2.26 114 | 12.45 343 | 3.06 217 | 0.06 166 | 0.24 225 | 0.00 1 | 0.00 1 | 0.37 308 | 0.66 144 |
|
| AEACV |  | 3.74 164 | 1.42 152 | 6.45 170 | 5.61 282 | 6.24 539 | 4.69 149 | 1.54 176 | 7.61 90 | 7.19 179 | 3.59 133 | 7.87 198 | 4.20 165 | 6.43 299 | 6.07 94 | 1.96 123 | 0.03 72 | 1.03 483 | 0.04 299 | 0.54 522 | 0.23 215 | 2.12 479 |
|
| CREStereo |  | 3.75 166 | 1.21 109 | 3.79 32 | 2.66 23 | 0.66 57 | 5.52 217 | 0.39 55 | 10.77 187 | 14.18 308 | 7.14 227 | 10.54 237 | 5.25 193 | 3.54 160 | 6.27 100 | 2.88 206 | 0.04 93 | 0.01 13 | 0.03 280 | 0.01 127 | 0.05 61 | 0.05 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 |
| castereo++ |  | 3.76 167 | 1.79 234 | 5.06 90 | 4.09 154 | 2.65 322 | 16.30 482 | 1.89 251 | 8.46 114 | 9.15 236 | 2.53 88 | 4.66 113 | 5.04 186 | 2.00 99 | 9.08 187 | 1.04 29 | 0.02 39 | 0.59 332 | 0.00 1 | 0.34 454 | 0.08 97 | 0.50 110 |
|
| trnet |  | 3.79 168 | 1.10 82 | 3.76 30 | 2.70 28 | 0.63 53 | 5.60 231 | 0.41 56 | 10.89 188 | 14.11 307 | 7.11 226 | 10.55 239 | 5.73 206 | 3.75 165 | 6.25 98 | 2.89 207 | 0.04 93 | 0.02 41 | 0.03 280 | 0.01 127 | 0.06 74 | 0.07 8 |
|
| DF |  | 3.81 169 | 1.42 152 | 7.60 234 | 4.89 223 | 1.40 170 | 4.85 165 | 1.65 197 | 8.59 120 | 5.11 125 | 4.46 160 | 9.51 218 | 10.18 291 | 1.47 76 | 10.09 230 | 3.22 227 | 0.03 72 | 0.92 422 | 0.00 1 | 0.32 440 | 0.07 85 | 0.50 110 |
|
| SCV_C0 |  | 3.81 169 | 1.92 274 | 7.94 251 | 4.22 171 | 1.75 234 | 4.82 164 | 1.56 182 | 11.79 207 | 8.00 203 | 3.23 123 | 5.14 137 | 6.19 218 | 1.81 95 | 11.49 288 | 2.42 166 | 0.17 294 | 1.09 496 | 0.00 1 | 0.23 366 | 0.38 320 | 2.04 463 |
|
| LoS |  | 3.83 171 | 1.25 122 | 4.39 53 | 3.29 89 | 0.58 45 | 4.87 166 | 1.15 115 | 11.00 190 | 13.34 296 | 5.02 181 | 10.69 240 | 4.14 163 | 3.78 167 | 9.15 193 | 3.20 224 | 0.08 212 | 0.03 58 | 0.09 363 | 0.00 1 | 0.13 154 | 0.35 61 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| U |  | 3.84 172 | 0.81 28 | 6.63 185 | 4.40 188 | 11.89 623 | 11.98 392 | 0.20 41 | 8.42 112 | 5.78 142 | 1.97 57 | 2.73 56 | 0.77 44 | 1.59 78 | 2.60 10 | 0.98 18 | 0.04 93 | 0.04 71 | 10.46 640 | 5.41 630 | 0.05 61 | 0.14 23 |
|
| GCAP-BAT |  | 3.88 173 | 1.21 109 | 8.47 269 | 4.07 151 | 3.84 397 | 2.72 40 | 1.50 167 | 9.84 158 | 12.58 279 | 4.96 178 | 6.53 176 | 7.07 235 | 1.78 91 | 9.89 222 | 1.99 129 | 0.06 166 | 0.10 160 | 0.00 1 | 0.01 127 | 0.07 85 | 1.00 250 |
|
| GCAPDPT-zeroshot |  | 3.88 173 | 1.21 109 | 8.46 268 | 4.07 151 | 3.83 395 | 2.72 40 | 1.50 167 | 9.84 158 | 12.58 279 | 4.96 178 | 6.53 176 | 7.07 235 | 1.78 91 | 9.89 222 | 1.98 127 | 0.06 166 | 0.10 160 | 0.00 1 | 0.01 127 | 0.07 85 | 1.01 252 |
|
| IGEVStereo-DCA |  | 3.90 175 | 2.95 446 | 7.30 219 | 4.05 147 | 0.92 97 | 4.94 180 | 1.65 197 | 14.40 259 | 5.82 145 | 4.17 149 | 4.67 114 | 4.50 176 | 3.95 174 | 11.24 268 | 4.28 282 | 0.18 303 | 0.56 318 | 0.00 1 | 0.17 318 | 0.25 223 | 1.98 441 |
|
| DNS |  | 3.92 176 | 1.14 93 | 7.24 214 | 5.21 255 | 2.29 296 | 6.58 295 | 0.23 45 | 10.73 184 | 6.77 174 | 6.66 219 | 5.90 167 | 9.62 284 | 3.05 139 | 4.39 57 | 3.03 213 | 1.11 541 | 1.06 489 | 0.00 1 | 0.44 498 | 0.73 447 | 2.15 485 |
|
| ff7 |  | 3.92 176 | 2.12 330 | 7.30 219 | 4.22 171 | 1.47 178 | 4.90 171 | 1.65 197 | 14.40 259 | 5.82 145 | 5.08 186 | 5.59 154 | 3.45 143 | 4.61 214 | 11.48 284 | 2.76 193 | 0.04 93 | 0.98 438 | 0.00 1 | 0.17 318 | 0.35 291 | 1.98 441 |
|
| ffff |  | 3.92 176 | 2.12 330 | 7.30 219 | 4.22 171 | 1.47 178 | 4.90 171 | 1.65 197 | 14.40 259 | 5.82 145 | 5.08 186 | 5.59 154 | 3.45 143 | 4.61 214 | 11.48 284 | 2.76 193 | 0.04 93 | 0.98 438 | 0.00 1 | 0.17 318 | 0.35 291 | 1.98 441 |
|
| 11t |  | 3.92 176 | 2.12 330 | 7.30 219 | 4.22 171 | 1.47 178 | 4.90 171 | 1.65 197 | 14.40 259 | 5.82 145 | 5.08 186 | 5.59 154 | 3.45 143 | 4.61 214 | 11.48 284 | 2.76 193 | 0.04 93 | 0.98 438 | 0.00 1 | 0.17 318 | 0.35 291 | 1.98 441 |
|
| ccc-4 |  | 3.92 176 | 2.12 330 | 7.30 219 | 4.22 171 | 1.47 178 | 4.90 171 | 1.65 197 | 14.40 259 | 5.82 145 | 5.08 186 | 5.59 154 | 3.45 143 | 4.61 214 | 11.48 284 | 2.76 193 | 0.04 93 | 0.98 438 | 0.00 1 | 0.17 318 | 0.35 291 | 1.98 441 |
|
| anonymousdsp |  | 3.97 181 | 2.10 322 | 6.76 191 | 4.43 190 | 1.82 245 | 4.92 176 | 1.68 205 | 14.84 273 | 5.82 145 | 5.26 193 | 5.54 152 | 4.20 165 | 4.37 196 | 11.54 293 | 2.68 186 | 0.04 93 | 0.87 410 | 0.00 1 | 0.18 331 | 0.36 302 | 1.98 441 |
|
| IGEV-Stereo |   | 3.97 181 | 2.10 322 | 6.78 193 | 4.43 190 | 1.81 242 | 4.92 176 | 1.68 205 | 14.84 273 | 5.82 145 | 5.25 192 | 5.54 152 | 4.22 167 | 4.36 192 | 11.55 294 | 2.68 186 | 0.04 93 | 0.88 412 | 0.00 1 | 0.18 331 | 0.36 302 | 1.98 441 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| rrr |  | 3.99 183 | 2.95 446 | 11.04 395 | 4.05 147 | 0.92 97 | 4.94 180 | 1.53 174 | 11.97 211 | 6.50 169 | 4.17 149 | 4.67 114 | 4.50 176 | 3.95 174 | 11.24 268 | 4.28 282 | 0.18 303 | 0.56 318 | 0.00 1 | 0.22 355 | 0.25 223 | 1.88 419 |
|
| rvit_stereo_0081_aga |  | 4.01 184 | 3.10 459 | 10.05 341 | 5.65 288 | 3.01 355 | 4.91 175 | 1.88 248 | 8.80 125 | 7.27 181 | 6.97 222 | 6.94 180 | 5.81 209 | 3.23 147 | 7.63 136 | 3.77 256 | 0.08 212 | 0.00 1 | 0.00 1 | 0.00 1 | 0.62 418 | 0.44 93 |
|
| Foundation-i1 |  | 4.02 185 | 0.77 21 | 3.58 24 | 3.90 137 | 3.92 399 | 6.13 266 | 4.35 373 | 13.36 242 | 6.24 162 | 6.62 218 | 6.36 172 | 8.41 265 | 4.76 227 | 6.99 112 | 2.10 142 | 0.04 93 | 1.09 496 | 0.00 1 | 0.01 127 | 0.03 26 | 1.65 381 |
|
| water-stereo |  | 4.05 186 | 1.16 95 | 6.14 141 | 3.96 141 | 0.83 86 | 5.09 188 | 1.09 112 | 13.45 244 | 5.71 139 | 6.59 217 | 14.69 285 | 7.49 246 | 5.81 272 | 3.80 41 | 3.51 243 | 0.38 391 | 0.18 201 | 0.10 376 | 0.05 218 | 0.07 85 | 0.90 206 |
|
| CES |  | 4.08 187 | 1.34 140 | 3.46 17 | 3.65 119 | 11.49 620 | 5.24 199 | 0.99 106 | 10.15 167 | 9.15 236 | 3.80 139 | 9.29 215 | 1.76 84 | 0.91 49 | 6.94 110 | 2.64 185 | 0.07 197 | 0.05 86 | 0.01 221 | 0.00 1 | 1.63 522 | 9.03 629 |
|
| test_xeample3 |  | 4.08 187 | 2.95 446 | 11.20 399 | 4.05 147 | 1.05 117 | 5.62 232 | 1.58 183 | 13.23 230 | 4.76 115 | 7.10 225 | 3.83 84 | 3.18 138 | 3.30 150 | 11.75 298 | 4.42 289 | 0.08 212 | 0.74 369 | 0.00 1 | 0.38 480 | 0.26 236 | 2.04 463 |
|
| LoS_RVC |  | 4.09 189 | 3.01 452 | 4.81 73 | 4.88 221 | 7.78 579 | 5.24 199 | 2.80 314 | 7.57 88 | 4.24 104 | 4.41 156 | 10.34 232 | 3.62 151 | 6.34 293 | 6.59 105 | 2.37 160 | 0.04 93 | 0.03 58 | 0.00 1 | 0.01 127 | 0.06 74 | 7.70 616 |
|
| CASnet |  | 4.11 190 | 1.27 126 | 5.28 103 | 5.63 285 | 0.31 5 | 4.89 169 | 2.86 316 | 11.52 204 | 11.73 271 | 11.06 275 | 11.80 258 | 4.16 164 | 1.63 81 | 6.30 101 | 2.22 145 | 0.63 462 | 0.00 1 | 0.60 522 | 0.13 282 | 0.15 171 | 0.07 8 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| Wave_Phase_stereo |  | 4.12 191 | 1.93 275 | 17.91 528 | 3.28 87 | 1.17 133 | 14.06 430 | 3.40 341 | 12.95 221 | 6.10 158 | 2.94 108 | 1.98 44 | 2.53 119 | 0.78 40 | 8.18 156 | 3.81 258 | 0.06 166 | 0.11 168 | 0.04 299 | 0.13 282 | 0.09 109 | 1.02 259 |
|
| Occ-G |  | 4.14 192 | 1.50 176 | 5.89 127 | 3.82 132 | 1.88 250 | 3.75 85 | 6.51 442 | 8.68 121 | 6.38 167 | 4.81 173 | 8.44 201 | 9.56 283 | 4.31 190 | 10.00 225 | 4.16 274 | 0.05 129 | 0.84 399 | 0.00 1 | 0.19 340 | 0.23 215 | 1.71 390 |
|
| ProNet |  | 4.14 192 | 2.35 393 | 7.50 230 | 4.22 171 | 1.47 178 | 5.67 235 | 6.24 431 | 13.78 253 | 7.71 190 | 3.38 127 | 4.93 129 | 3.72 153 | 3.52 157 | 11.52 292 | 2.72 189 | 0.08 212 | 1.32 556 | 0.01 221 | 0.26 397 | 0.47 363 | 2.02 457 |
|
| WCG-NET |  | 4.15 194 | 1.44 162 | 6.47 173 | 3.48 109 | 0.31 5 | 4.36 121 | 1.74 227 | 8.24 105 | 15.53 324 | 8.94 254 | 9.64 219 | 6.87 232 | 4.12 184 | 7.42 126 | 2.86 205 | 0.02 39 | 1.09 496 | 0.00 1 | 0.00 1 | 0.21 207 | 0.28 44 |
|
| castereo |  | 4.17 195 | 1.71 211 | 4.94 83 | 4.23 179 | 1.13 127 | 6.25 274 | 6.97 460 | 10.76 185 | 16.22 333 | 3.25 124 | 7.74 193 | 3.55 150 | 7.25 329 | 5.61 86 | 2.63 183 | 0.04 93 | 0.38 263 | 0.00 1 | 0.26 397 | 0.08 97 | 0.44 93 |
|
| rvit_stereo_0081 |  | 4.20 196 | 2.18 352 | 9.43 313 | 6.66 384 | 1.77 238 | 3.43 73 | 2.29 277 | 8.53 117 | 16.32 338 | 4.68 170 | 5.52 150 | 5.21 191 | 4.60 210 | 8.22 158 | 4.20 276 | 0.05 129 | 0.01 13 | 0.00 1 | 0.01 127 | 0.41 334 | 0.49 107 |
|
| rvit_stereo_0082 |  | 4.20 196 | 2.18 352 | 9.43 313 | 6.66 384 | 1.77 238 | 3.43 73 | 2.29 277 | 8.53 117 | 16.32 338 | 4.68 170 | 5.52 150 | 5.21 191 | 4.60 210 | 8.22 158 | 4.20 276 | 0.05 129 | 0.01 13 | 0.00 1 | 0.01 127 | 0.41 334 | 0.49 107 |
|
| CroCo-Stereo Lap2 |  | 4.21 198 | 2.60 423 | 9.11 291 | 10.21 532 | 6.06 532 | 1.11 5 | 0.78 90 | 10.63 179 | 8.34 215 | 3.46 130 | 5.18 140 | 8.92 271 | 5.66 266 | 6.42 102 | 4.53 295 | 0.03 72 | 0.05 86 | 0.00 1 | 0.00 1 | 0.81 467 | 0.39 77 |
|
| HART |  | 4.24 199 | 2.13 336 | 6.15 142 | 5.53 274 | 1.40 170 | 4.32 115 | 0.74 86 | 13.35 240 | 5.92 156 | 6.13 211 | 12.75 271 | 6.81 231 | 1.70 87 | 11.14 265 | 2.42 166 | 0.03 72 | 1.48 584 | 0.10 376 | 0.00 1 | 0.55 392 | 2.26 495 |
|
| CAS++ |  | 4.25 200 | 2.16 345 | 6.64 186 | 4.57 198 | 1.14 130 | 4.22 107 | 1.62 190 | 19.22 353 | 10.81 259 | 9.35 257 | 9.25 214 | 1.97 97 | 1.40 72 | 9.87 221 | 2.00 130 | 0.15 283 | 0.05 86 | 0.00 1 | 0.00 1 | 0.33 278 | 0.28 44 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| GCAP-Stereo |  | 4.26 201 | 2.26 370 | 8.78 276 | 5.09 242 | 1.45 174 | 5.66 233 | 1.08 111 | 13.30 239 | 8.20 212 | 8.93 253 | 10.09 228 | 6.61 226 | 3.52 157 | 5.14 78 | 3.20 224 | 0.02 39 | 1.13 513 | 0.06 324 | 0.00 1 | 0.32 271 | 0.39 77 |
|
| rvit_stereo_0080 |  | 4.27 202 | 2.89 440 | 9.02 286 | 4.10 155 | 1.93 256 | 4.06 98 | 7.35 471 | 10.37 171 | 8.86 230 | 5.39 196 | 7.51 189 | 6.20 219 | 4.36 192 | 7.08 115 | 4.75 302 | 0.45 415 | 0.01 13 | 0.00 1 | 0.00 1 | 0.59 407 | 0.45 96 |
|
| whm_eth |  | 4.27 202 | 2.89 440 | 9.02 286 | 4.10 155 | 1.93 256 | 4.06 98 | 7.35 471 | 10.37 171 | 8.86 230 | 5.39 196 | 7.51 189 | 6.20 219 | 4.36 192 | 7.08 115 | 4.75 302 | 0.45 415 | 0.01 13 | 0.00 1 | 0.00 1 | 0.59 407 | 0.45 96 |
|
| DA |  | 4.31 204 | 1.05 68 | 5.88 124 | 5.93 322 | 1.67 219 | 16.29 480 | 1.88 248 | 10.25 168 | 8.13 209 | 4.63 167 | 7.82 195 | 6.18 216 | 4.91 233 | 4.78 65 | 3.04 214 | 0.17 294 | 1.18 525 | 0.00 1 | 0.00 1 | 0.08 97 | 2.28 499 |
|
| GGEV |  | 4.31 204 | 1.05 68 | 5.88 124 | 5.93 322 | 1.67 219 | 16.29 480 | 1.88 248 | 10.25 168 | 8.13 209 | 4.63 167 | 7.82 195 | 6.18 216 | 4.91 233 | 4.78 65 | 3.04 214 | 0.17 294 | 1.18 525 | 0.00 1 | 0.00 1 | 0.08 97 | 2.28 499 |
|
| DN |  | 4.32 206 | 1.32 136 | 5.99 134 | 5.19 252 | 4.22 419 | 6.44 286 | 0.70 83 | 12.53 215 | 11.81 273 | 4.39 155 | 6.17 170 | 9.92 288 | 2.23 112 | 7.88 146 | 2.94 208 | 0.30 363 | 0.88 412 | 0.32 493 | 0.32 440 | 0.33 278 | 2.47 519 |
|
| GCAP-Stereo-DPT-36K |  | 4.37 207 | 10.45 587 | 29.52 590 | 2.66 23 | 3.97 403 | 3.78 86 | 1.67 204 | 8.97 132 | 3.97 95 | 2.67 96 | 4.87 122 | 2.88 131 | 2.63 128 | 4.68 63 | 0.96 17 | 0.06 166 | 0.14 187 | 0.00 1 | 0.54 522 | 0.50 378 | 2.38 511 |
|
| MM-Stereo_test2 |  | 4.38 208 | 1.62 190 | 7.85 247 | 5.85 318 | 1.12 125 | 7.07 306 | 2.18 271 | 15.22 278 | 8.69 227 | 7.23 231 | 5.26 145 | 4.83 184 | 3.75 165 | 10.87 251 | 2.40 165 | 0.03 72 | 1.04 485 | 0.00 1 | 0.14 295 | 0.41 334 | 2.02 457 |
|
| plain |  | 4.41 209 | 2.18 352 | 11.50 407 | 5.46 272 | 2.97 353 | 3.20 62 | 1.38 142 | 9.01 135 | 5.96 157 | 3.56 131 | 16.63 305 | 3.01 133 | 2.76 133 | 14.80 436 | 4.25 281 | 0.32 368 | 0.00 1 | 0.04 299 | 0.01 127 | 0.79 462 | 0.43 90 |
|
| GCAP-Stereo-DPT-50K |  | 4.46 210 | 9.66 585 | 35.34 607 | 3.13 69 | 3.77 390 | 2.83 46 | 1.45 153 | 8.84 128 | 3.43 77 | 2.36 81 | 4.88 125 | 3.03 134 | 3.14 143 | 2.69 12 | 1.04 29 | 0.05 129 | 0.57 323 | 0.00 1 | 0.46 501 | 0.78 459 | 1.79 402 |
|
| depthmonostereo |  | 4.46 210 | 2.22 359 | 7.17 210 | 4.79 212 | 1.32 161 | 7.84 328 | 1.36 140 | 15.70 287 | 12.86 287 | 5.04 182 | 7.89 200 | 5.04 186 | 6.26 289 | 6.95 111 | 3.25 229 | 0.07 197 | 0.23 220 | 0.12 402 | 0.07 240 | 0.08 97 | 1.06 268 |
|
| MC-Stereo |  | 4.47 212 | 1.16 95 | 5.85 123 | 6.14 334 | 1.43 172 | 3.70 84 | 1.73 224 | 10.62 178 | 7.83 199 | 6.85 221 | 13.33 276 | 6.77 230 | 6.21 288 | 11.23 267 | 2.52 172 | 0.04 93 | 1.30 551 | 0.06 324 | 0.24 376 | 0.17 186 | 2.14 482 |
|
| MIF-Stereo (partial) |  | 4.55 213 | 1.63 194 | 8.37 266 | 5.46 272 | 5.35 487 | 3.48 76 | 0.94 101 | 9.80 156 | 8.03 205 | 4.45 159 | 15.68 295 | 5.33 196 | 5.11 243 | 11.92 309 | 4.57 296 | 0.06 166 | 0.02 41 | 0.06 324 | 0.03 181 | 0.45 355 | 0.30 50 |
|
| PSi22 |  | 4.58 214 | 1.94 277 | 5.03 89 | 4.36 186 | 0.40 18 | 4.47 126 | 0.25 47 | 8.02 100 | 17.15 352 | 4.54 162 | 7.06 183 | 13.54 358 | 5.80 270 | 13.51 390 | 2.32 151 | 0.09 224 | 1.19 532 | 0.00 1 | 0.00 1 | 0.52 381 | 1.43 347 |
|
| DilatedVolume-Stereo |   | 4.62 215 | 1.66 202 | 6.95 197 | 4.21 170 | 1.86 249 | 10.94 375 | 0.99 106 | 12.18 213 | 6.28 164 | 12.65 289 | 10.00 220 | 5.44 198 | 3.80 168 | 10.06 229 | 3.61 250 | 0.13 268 | 0.49 295 | 0.09 363 | 0.28 416 | 0.09 109 | 0.68 149 |
|
| quiztm |  | 4.63 216 | 2.15 340 | 6.38 160 | 5.29 260 | 5.50 496 | 4.50 130 | 2.74 311 | 13.95 254 | 9.59 243 | 8.64 243 | 11.41 254 | 6.66 229 | 2.53 126 | 7.58 134 | 3.04 214 | 1.01 528 | 0.17 198 | 0.00 1 | 0.18 331 | 0.46 360 | 0.86 191 |
|
| XX-TBD |  | 4.63 216 | 10.71 590 | 3.94 36 | 10.55 546 | 0.62 51 | 5.95 252 | 0.08 12 | 7.91 97 | 12.75 283 | 11.73 281 | 14.80 288 | 4.04 161 | 1.64 82 | 4.90 73 | 2.61 180 | 0.08 212 | 0.01 13 | 0.00 1 | 0.00 1 | 0.26 236 | 0.06 6 |
|
| rvit_stereo_0083 |  | 4.77 218 | 2.28 372 | 10.63 374 | 7.49 445 | 1.73 231 | 4.88 167 | 2.71 308 | 8.97 132 | 18.71 374 | 5.01 180 | 7.88 199 | 6.38 223 | 5.11 243 | 7.80 139 | 4.86 308 | 0.28 356 | 0.04 71 | 0.00 1 | 0.01 127 | 0.26 236 | 0.39 77 |
|
| MyStereo07 |  | 4.80 219 | 2.38 398 | 6.21 145 | 6.63 379 | 4.77 460 | 6.47 288 | 9.60 510 | 16.70 310 | 5.88 153 | 4.81 173 | 5.77 164 | 3.13 137 | 5.68 267 | 12.07 315 | 2.46 168 | 0.09 224 | 1.33 560 | 0.03 280 | 0.32 440 | 0.74 451 | 0.93 220 |
|
| CREStereo++_RVC |  | 4.83 220 | 1.16 95 | 4.67 66 | 4.71 208 | 2.02 265 | 4.01 97 | 0.11 22 | 9.48 153 | 18.00 358 | 8.87 250 | 16.74 307 | 4.43 172 | 2.15 105 | 6.09 95 | 3.39 237 | 0.07 197 | 0.00 1 | 0.00 1 | 10.51 651 | 0.05 61 | 0.12 19 |
| 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 |
| NLMM |  | 4.84 221 | 1.42 152 | 5.91 129 | 3.70 122 | 5.90 523 | 12.99 409 | 1.54 176 | 13.23 230 | 10.88 260 | 5.24 190 | 5.65 160 | 6.12 213 | 4.95 236 | 10.13 231 | 7.77 388 | 0.08 212 | 0.07 128 | 0.00 1 | 0.00 1 | 0.10 118 | 1.15 290 |
|
| WQFJA1 |  | 4.85 222 | 1.42 152 | 5.91 129 | 3.70 122 | 5.90 523 | 13.00 410 | 1.54 176 | 13.22 229 | 10.90 261 | 5.24 190 | 5.65 160 | 6.12 213 | 4.94 235 | 10.31 237 | 7.77 388 | 0.08 212 | 0.07 128 | 0.00 1 | 0.00 1 | 0.10 118 | 1.15 290 |
|
| WCG-NET(raft) |  | 4.87 223 | 1.67 204 | 6.84 194 | 3.49 110 | 0.31 5 | 4.96 182 | 1.95 256 | 11.08 193 | 15.49 323 | 8.82 248 | 11.46 255 | 9.50 280 | 4.96 237 | 11.32 274 | 3.26 230 | 0.09 224 | 1.41 573 | 0.00 1 | 0.03 181 | 0.23 215 | 0.54 116 |
|
| TANstereo |  | 4.87 223 | 1.49 173 | 5.02 88 | 4.02 145 | 0.51 38 | 14.25 434 | 0.15 32 | 9.17 144 | 12.84 285 | 12.80 300 | 18.36 327 | 5.14 188 | 4.43 199 | 6.01 91 | 2.30 149 | 0.09 224 | 0.12 177 | 0.00 1 | 0.01 127 | 0.02 5 | 0.68 149 |
|
| Former-RAFT_DAM_RVC |  | 4.91 225 | 3.05 458 | 9.51 318 | 4.55 194 | 3.59 380 | 9.01 345 | 1.46 158 | 14.59 270 | 19.31 381 | 7.65 238 | 7.22 186 | 2.04 101 | 2.21 106 | 10.13 231 | 2.51 170 | 0.12 260 | 0.03 58 | 0.08 352 | 0.00 1 | 0.62 418 | 0.50 110 |
|
| WQFJX1 |  | 4.94 226 | 1.37 143 | 6.21 145 | 4.32 184 | 5.86 521 | 10.61 368 | 3.86 355 | 11.43 201 | 12.12 275 | 6.12 210 | 5.13 136 | 5.73 206 | 5.08 241 | 13.20 380 | 7.03 377 | 0.01 7 | 0.06 113 | 0.01 221 | 0.00 1 | 0.17 186 | 0.57 127 |
|
| Reg-Stereo(zero) |  | 4.96 227 | 0.83 32 | 5.01 87 | 3.71 124 | 2.33 299 | 3.81 90 | 1.18 119 | 17.25 321 | 13.30 295 | 10.52 267 | 10.73 244 | 10.47 296 | 4.43 199 | 9.47 210 | 4.17 275 | 0.06 166 | 0.74 369 | 0.00 1 | 0.27 411 | 0.04 49 | 0.88 198 |
|
| FE-Mocha |  | 4.97 228 | 2.28 372 | 10.93 389 | 5.13 249 | 2.55 316 | 4.77 159 | 0.79 91 | 14.50 266 | 5.84 152 | 13.74 325 | 11.07 249 | 12.61 331 | 3.39 152 | 6.44 103 | 2.76 193 | 0.10 237 | 1.00 461 | 0.15 423 | 0.39 490 | 0.14 156 | 0.93 220 |
|
| WQFJX |  | 4.98 229 | 1.47 164 | 5.90 128 | 3.54 114 | 5.81 516 | 13.76 423 | 1.87 246 | 12.60 218 | 10.77 258 | 6.11 209 | 5.62 159 | 5.65 204 | 5.86 276 | 12.29 330 | 6.99 376 | 0.04 93 | 0.10 160 | 0.00 1 | 0.00 1 | 0.14 156 | 1.15 290 |
|
| rvit_stereo_ft |  | 5.02 230 | 3.45 478 | 10.80 381 | 11.76 573 | 2.76 334 | 4.08 103 | 8.16 490 | 10.64 180 | 10.63 256 | 4.34 154 | 6.39 173 | 6.65 228 | 4.63 219 | 9.35 202 | 5.82 345 | 0.11 245 | 0.00 1 | 0.00 1 | 0.00 1 | 0.34 285 | 0.42 86 |
|
| iRaftStereo_RVC |  | 5.06 231 | 2.15 340 | 7.88 249 | 5.54 277 | 0.78 77 | 5.22 198 | 0.45 62 | 18.47 342 | 11.75 272 | 9.72 261 | 15.05 290 | 5.74 208 | 3.18 146 | 9.29 199 | 2.52 172 | 0.02 39 | 1.24 547 | 0.00 1 | 0.01 127 | 0.58 401 | 1.62 377 |
|
| MSKI-zero shot |  | 5.11 232 | 1.81 240 | 6.47 173 | 6.17 337 | 1.78 240 | 6.42 285 | 1.50 167 | 13.59 246 | 8.66 226 | 10.63 269 | 11.58 256 | 13.29 354 | 2.35 117 | 12.34 335 | 3.09 219 | 0.05 129 | 1.21 542 | 0.02 258 | 0.29 422 | 0.15 171 | 0.85 188 |
|
| NLSM1 |  | 5.13 233 | 1.43 160 | 6.34 159 | 4.67 204 | 5.73 509 | 13.35 418 | 1.37 141 | 15.17 277 | 10.96 262 | 5.43 199 | 10.97 248 | 4.39 170 | 4.65 221 | 11.31 273 | 5.75 339 | 0.01 7 | 0.05 86 | 0.01 221 | 0.00 1 | 0.11 133 | 0.92 213 |
|
| sCroCo_RVC |  | 5.29 234 | 3.82 494 | 17.52 521 | 11.17 562 | 6.67 552 | 5.78 243 | 2.66 303 | 10.47 175 | 8.48 222 | 3.78 137 | 9.32 216 | 4.76 182 | 4.83 230 | 8.33 163 | 4.88 309 | 1.17 551 | 0.52 305 | 0.06 324 | 0.03 181 | 0.70 440 | 0.90 206 |
|
| NLCSM |  | 5.30 235 | 1.73 221 | 6.44 168 | 6.09 331 | 5.89 522 | 10.87 374 | 3.96 359 | 11.80 208 | 10.57 255 | 8.70 245 | 5.42 148 | 4.53 178 | 6.51 300 | 13.97 407 | 7.90 391 | 0.33 371 | 0.08 138 | 0.00 1 | 0.01 127 | 0.29 259 | 0.94 227 |
|
| RT-Monster |  | 5.39 236 | 1.31 135 | 5.51 114 | 3.93 138 | 4.29 424 | 5.15 191 | 0.80 92 | 13.13 226 | 20.24 390 | 14.19 333 | 13.71 280 | 9.73 285 | 3.24 148 | 8.13 151 | 2.61 180 | 0.06 166 | 0.27 234 | 0.00 1 | 0.00 1 | 0.05 61 | 1.44 348 |
|
| MM-Stereo_test1 |  | 5.41 237 | 1.55 182 | 6.52 179 | 5.96 324 | 1.09 123 | 4.88 167 | 6.82 453 | 14.32 257 | 12.83 284 | 13.28 312 | 10.54 237 | 5.88 210 | 6.54 302 | 11.72 296 | 2.75 191 | 0.18 303 | 1.13 513 | 0.00 1 | 0.02 165 | 0.48 365 | 1.73 392 |
|
| tg |  | 5.41 237 | 2.04 303 | 7.70 236 | 5.40 269 | 1.27 154 | 7.45 318 | 0.49 64 | 18.97 346 | 13.10 289 | 9.51 258 | 14.60 284 | 7.15 237 | 4.05 179 | 10.89 252 | 2.99 210 | 0.02 39 | 0.70 359 | 0.00 1 | 0.00 1 | 0.55 392 | 1.42 344 |
|
| RAFT-Stereo-weight |  | 5.42 239 | 1.21 109 | 6.22 147 | 4.69 205 | 1.28 157 | 6.18 271 | 1.58 183 | 18.42 341 | 18.47 367 | 11.35 278 | 10.27 231 | 11.93 322 | 1.65 83 | 9.59 214 | 3.83 260 | 0.10 237 | 0.60 334 | 0.00 1 | 0.00 1 | 0.16 179 | 0.89 203 |
|
| CAS |  | 5.44 240 | 0.98 55 | 3.95 38 | 17.59 621 | 7.74 578 | 7.82 326 | 6.09 427 | 9.89 162 | 9.40 240 | 4.82 175 | 10.69 240 | 1.93 96 | 1.22 61 | 4.54 58 | 2.47 169 | 10.98 644 | 0.02 41 | 0.00 1 | 0.02 165 | 0.53 383 | 8.19 623 |
|
| NLMM1 |  | 5.47 241 | 1.61 188 | 7.10 205 | 4.06 150 | 5.50 496 | 12.13 395 | 3.20 329 | 13.17 227 | 16.77 346 | 7.43 237 | 8.61 202 | 5.16 189 | 4.51 207 | 12.35 337 | 6.39 366 | 0.02 39 | 0.12 177 | 0.00 1 | 0.00 1 | 0.12 140 | 1.10 279 |
|
| 4D-IteraStereo |  | 5.47 241 | 2.05 309 | 8.66 272 | 5.34 264 | 4.93 466 | 6.11 260 | 1.79 237 | 13.74 251 | 16.35 340 | 14.53 336 | 11.10 250 | 8.22 262 | 1.59 78 | 8.73 170 | 3.37 235 | 0.00 1 | 0.49 295 | 0.09 363 | 0.02 165 | 0.25 223 | 1.98 441 |
|
| PMTNet |  | 5.52 243 | 1.11 84 | 4.24 44 | 2.49 17 | 1.38 168 | 8.75 339 | 0.67 78 | 12.64 219 | 12.84 285 | 8.66 244 | 11.27 252 | 6.00 211 | 4.70 226 | 9.91 224 | 3.02 212 | 22.39 659 | 0.01 13 | 0.04 299 | 0.02 165 | 0.06 74 | 0.23 37 |
|
| RCA-Stereo |  | 5.58 244 | 1.26 123 | 6.71 188 | 4.85 217 | 0.80 82 | 5.51 216 | 3.97 361 | 17.56 329 | 19.40 382 | 8.45 242 | 14.11 281 | 8.73 268 | 8.70 359 | 6.88 109 | 2.77 199 | 0.05 129 | 0.98 438 | 0.11 397 | 0.00 1 | 0.14 156 | 0.61 134 |
|
| test_1 |  | 5.63 245 | 1.29 132 | 9.52 320 | 4.90 228 | 1.45 174 | 6.51 290 | 2.93 320 | 13.65 249 | 19.05 379 | 12.58 288 | 8.67 203 | 13.02 348 | 4.07 181 | 9.39 206 | 2.58 175 | 0.01 7 | 1.09 496 | 0.00 1 | 0.38 480 | 0.28 251 | 1.26 313 |
|
| test-3 |  | 5.64 246 | 1.29 132 | 9.52 320 | 4.88 221 | 1.45 174 | 6.53 291 | 2.92 318 | 13.64 247 | 19.04 378 | 12.75 299 | 8.67 203 | 13.01 347 | 4.10 183 | 9.39 206 | 2.58 175 | 0.01 7 | 1.09 496 | 0.00 1 | 0.37 470 | 0.28 251 | 1.25 312 |
|
| xyz-stereo-finetune |  | 5.68 247 | 2.00 293 | 6.56 182 | 3.16 73 | 0.33 9 | 11.80 389 | 3.99 362 | 13.58 245 | 21.58 403 | 8.92 252 | 12.57 269 | 6.12 213 | 3.72 164 | 12.06 314 | 6.59 372 | 0.07 197 | 0.02 41 | 0.00 1 | 0.02 165 | 0.19 198 | 0.25 41 |
|
| AE-Stereo |  | 5.68 247 | 1.78 231 | 9.22 305 | 9.25 507 | 2.52 312 | 10.13 354 | 2.92 318 | 13.10 225 | 14.88 315 | 4.88 177 | 13.10 274 | 10.72 299 | 4.43 199 | 9.24 197 | 3.37 235 | 0.10 237 | 1.31 555 | 0.06 324 | 0.32 440 | 0.21 207 | 2.03 461 |
|
| cross-raft |  | 5.70 249 | 1.44 162 | 7.08 203 | 6.69 387 | 2.11 273 | 5.89 248 | 1.44 151 | 16.44 301 | 8.38 216 | 13.42 318 | 20.70 362 | 12.20 327 | 4.38 197 | 9.06 185 | 3.11 220 | 0.03 72 | 0.38 263 | 0.00 1 | 0.22 355 | 0.24 219 | 0.84 187 |
|
| tt1 |  | 5.74 250 | 2.52 413 | 6.54 180 | 6.89 405 | 0.86 91 | 10.31 361 | 4.08 365 | 19.77 363 | 16.80 347 | 7.17 228 | 9.02 206 | 4.71 181 | 8.97 364 | 11.11 261 | 2.34 155 | 0.05 129 | 1.17 521 | 0.00 1 | 0.04 200 | 0.29 259 | 2.07 469 |
|
| test_4 |  | 5.75 251 | 1.40 149 | 6.47 173 | 7.20 430 | 0.89 94 | 5.81 244 | 1.82 239 | 12.26 214 | 6.62 172 | 12.85 301 | 30.51 486 | 7.61 250 | 3.81 169 | 12.70 354 | 3.47 241 | 0.02 39 | 0.27 234 | 0.03 280 | 0.17 318 | 0.39 325 | 0.67 145 |
|
| ACVNet-DCA |  | 5.76 252 | 2.52 413 | 6.38 160 | 6.77 395 | 0.74 64 | 10.55 364 | 5.19 396 | 21.10 387 | 13.53 297 | 7.39 233 | 10.06 221 | 4.44 173 | 9.58 374 | 11.08 257 | 2.33 152 | 0.05 129 | 1.18 525 | 0.00 1 | 0.04 200 | 0.37 308 | 1.93 428 |
|
| CFNet-RSSM |  | 5.78 253 | 1.24 119 | 9.20 303 | 4.82 215 | 1.23 145 | 6.33 277 | 1.21 123 | 17.35 323 | 18.14 360 | 13.35 314 | 11.17 251 | 11.69 313 | 5.43 255 | 9.71 218 | 3.34 234 | 0.03 72 | 0.20 207 | 0.00 1 | 0.36 465 | 0.37 308 | 0.42 86 |
|
| cc1 |  | 5.79 254 | 2.52 413 | 6.38 160 | 6.77 395 | 0.74 64 | 10.55 364 | 5.19 396 | 19.19 350 | 15.95 329 | 7.39 233 | 10.06 221 | 4.44 173 | 9.58 374 | 11.08 257 | 2.33 152 | 0.05 129 | 1.18 525 | 0.00 1 | 0.04 200 | 0.34 285 | 2.04 463 |
|
| HUI-Stereo |  | 5.80 255 | 1.98 287 | 10.42 364 | 5.66 291 | 0.45 22 | 5.52 217 | 2.68 305 | 13.29 238 | 7.82 198 | 12.71 298 | 18.16 321 | 12.91 345 | 6.60 305 | 10.73 248 | 5.36 323 | 0.89 508 | 0.08 138 | 0.10 376 | 0.00 1 | 0.25 223 | 0.36 67 |
|
| Gwc-CoAtRS |  | 5.80 255 | 1.37 143 | 9.07 288 | 4.80 213 | 1.39 169 | 6.90 302 | 1.27 130 | 16.50 304 | 15.48 322 | 13.07 308 | 13.35 277 | 12.64 332 | 5.61 265 | 9.14 192 | 4.20 276 | 0.04 93 | 0.32 248 | 0.00 1 | 0.29 422 | 0.30 264 | 0.33 56 |
|
| ROB_FTStereo |  | 5.82 257 | 1.97 280 | 10.37 360 | 5.67 298 | 0.46 28 | 5.52 217 | 1.63 192 | 13.27 236 | 7.79 192 | 12.69 292 | 18.06 318 | 12.86 340 | 6.63 309 | 12.28 329 | 5.43 326 | 0.87 506 | 0.09 149 | 0.10 376 | 0.00 1 | 0.26 236 | 0.36 67 |
|
| EAI-Stereo |  | 5.82 257 | 2.06 312 | 9.08 289 | 6.23 342 | 2.20 287 | 6.24 273 | 6.20 430 | 20.18 371 | 6.36 166 | 10.65 270 | 15.97 300 | 6.31 222 | 3.63 163 | 12.09 318 | 4.88 309 | 0.06 166 | 0.73 367 | 0.04 299 | 1.59 591 | 0.21 207 | 1.67 386 |
|
| PSM-adaLoss |  | 5.83 259 | 1.97 280 | 10.44 368 | 5.66 291 | 0.46 28 | 5.54 224 | 1.91 253 | 13.24 232 | 7.80 196 | 12.69 292 | 18.19 325 | 12.80 336 | 6.65 318 | 11.89 307 | 5.45 328 | 1.02 530 | 0.09 149 | 0.10 376 | 0.00 1 | 0.26 236 | 0.36 67 |
|
| CRE-IMP |  | 5.83 259 | 1.86 255 | 11.10 397 | 6.20 340 | 0.51 38 | 6.86 301 | 1.64 194 | 12.56 216 | 9.01 232 | 13.16 309 | 16.11 302 | 10.94 302 | 6.14 287 | 12.81 357 | 6.46 369 | 0.50 428 | 0.07 128 | 0.10 376 | 0.00 1 | 0.27 245 | 0.27 43 |
|
| model_zeroshot |  | 5.85 261 | 1.91 271 | 10.98 391 | 6.34 354 | 2.55 316 | 10.42 362 | 2.38 285 | 17.38 324 | 9.39 239 | 14.72 339 | 10.36 233 | 11.21 305 | 2.93 137 | 8.95 179 | 3.57 248 | 0.14 272 | 1.01 467 | 0.15 423 | 0.38 480 | 0.08 97 | 2.15 485 |
|
| ROB_FTStereo_v2 |  | 5.85 261 | 1.97 280 | 10.38 361 | 5.66 291 | 0.46 28 | 5.52 217 | 1.95 256 | 13.24 232 | 7.78 191 | 12.68 291 | 18.16 321 | 12.83 337 | 6.61 307 | 12.27 327 | 5.63 336 | 1.00 526 | 0.09 149 | 0.10 376 | 0.00 1 | 0.26 236 | 0.36 67 |
|
| RAFT-IKP |  | 5.85 261 | 1.97 280 | 10.36 358 | 5.66 291 | 0.45 22 | 5.33 208 | 2.01 261 | 13.27 236 | 7.79 192 | 12.69 292 | 18.19 325 | 12.77 335 | 6.67 319 | 12.36 338 | 5.60 333 | 1.11 541 | 0.09 149 | 0.10 376 | 0.00 1 | 0.25 223 | 0.35 61 |
|
| iGMRVC |  | 5.86 264 | 1.97 280 | 10.41 363 | 5.66 291 | 0.45 22 | 5.53 221 | 1.75 231 | 13.35 240 | 7.81 197 | 12.69 292 | 18.17 323 | 12.86 340 | 6.53 301 | 12.34 335 | 5.77 341 | 1.13 545 | 0.09 149 | 0.10 376 | 0.00 1 | 0.26 236 | 0.34 59 |
|
| xyz-stereo-finetune2 |  | 5.88 265 | 2.14 339 | 6.76 191 | 2.96 55 | 0.36 14 | 14.90 442 | 1.85 242 | 11.54 205 | 5.89 154 | 11.35 278 | 18.02 317 | 7.27 242 | 9.34 372 | 15.17 442 | 9.04 416 | 0.06 166 | 0.02 41 | 0.08 352 | 0.15 304 | 0.28 251 | 0.32 53 |
|
| Patchmatch Stereo++ |  | 5.88 265 | 1.97 280 | 10.43 366 | 5.66 291 | 0.45 22 | 5.54 224 | 2.32 282 | 13.26 234 | 7.79 192 | 12.69 292 | 18.14 319 | 12.86 340 | 6.63 309 | 12.36 338 | 5.60 333 | 1.09 538 | 0.09 149 | 0.10 376 | 0.00 1 | 0.25 223 | 0.35 61 |
| 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 |  | 5.88 265 | 1.97 280 | 10.43 366 | 5.66 291 | 0.45 22 | 5.54 224 | 2.32 282 | 13.26 234 | 7.79 192 | 12.69 292 | 18.14 319 | 12.86 340 | 6.63 309 | 12.36 338 | 5.60 333 | 1.09 538 | 0.09 149 | 0.10 376 | 0.00 1 | 0.25 223 | 0.35 61 |
|
| IGEV-FE |  | 5.90 268 | 2.30 377 | 15.24 490 | 6.91 407 | 2.11 273 | 4.35 119 | 1.51 170 | 15.68 285 | 8.52 223 | 13.72 323 | 11.87 260 | 11.49 307 | 3.84 172 | 11.42 281 | 4.77 305 | 0.10 237 | 0.84 399 | 0.15 423 | 0.25 391 | 0.87 477 | 1.98 441 |
|
| IGEV_Zeroshot_test |  | 5.90 268 | 2.30 377 | 15.24 490 | 6.90 406 | 2.11 273 | 4.35 119 | 1.51 170 | 15.68 285 | 8.52 223 | 13.73 324 | 11.89 261 | 11.49 307 | 3.82 170 | 11.41 280 | 4.76 304 | 0.11 245 | 0.84 399 | 0.15 423 | 0.25 391 | 0.87 477 | 1.98 441 |
|
| raftrobust |  | 5.94 270 | 2.07 316 | 6.94 196 | 7.67 452 | 6.24 539 | 4.96 182 | 1.82 239 | 17.76 330 | 14.36 309 | 12.03 282 | 11.62 257 | 7.74 254 | 9.01 365 | 11.29 272 | 3.71 254 | 0.05 129 | 0.79 385 | 0.00 1 | 0.04 200 | 0.25 223 | 0.38 75 |
|
| RAFT-Stereo + iAFF |  | 5.94 270 | 2.35 393 | 8.80 277 | 4.07 151 | 1.36 163 | 2.78 44 | 0.66 77 | 17.05 316 | 15.89 328 | 12.65 289 | 18.49 329 | 11.81 317 | 7.89 340 | 8.48 165 | 3.80 257 | 0.02 39 | 0.75 375 | 0.00 1 | 0.00 1 | 0.43 346 | 1.49 362 |
|
| DeepStereo_RVC |  | 5.95 272 | 1.88 261 | 10.44 368 | 5.76 309 | 0.60 46 | 5.45 212 | 1.78 236 | 12.93 220 | 8.02 204 | 14.07 330 | 14.98 289 | 12.40 328 | 10.05 382 | 12.02 312 | 7.35 381 | 0.61 456 | 0.10 160 | 0.12 402 | 0.00 1 | 0.21 207 | 0.29 47 |
|
| LL-Strereo2 |  | 5.97 273 | 2.88 439 | 10.62 373 | 6.59 373 | 3.38 371 | 6.31 276 | 2.20 273 | 15.61 284 | 8.46 221 | 11.33 277 | 10.75 245 | 15.69 392 | 3.45 153 | 13.58 396 | 4.65 298 | 0.16 287 | 0.48 292 | 1.33 576 | 0.13 282 | 0.36 302 | 1.42 344 |
|
| test_3 |  | 5.97 273 | 1.26 123 | 9.95 338 | 6.84 401 | 1.45 174 | 8.73 338 | 3.18 328 | 14.26 256 | 19.86 384 | 12.22 284 | 8.91 205 | 13.78 361 | 3.99 176 | 9.38 205 | 2.58 175 | 0.01 7 | 1.10 504 | 0.00 1 | 0.37 470 | 0.30 264 | 1.20 304 |
|
| NRIStereo |  | 5.98 275 | 1.91 271 | 9.60 323 | 6.29 351 | 0.45 22 | 6.56 293 | 2.52 295 | 15.37 281 | 11.43 267 | 12.55 287 | 15.07 291 | 11.45 306 | 6.11 285 | 12.32 332 | 6.23 356 | 0.83 497 | 0.16 194 | 0.11 397 | 0.00 1 | 0.32 271 | 0.33 56 |
|
| HH |  | 6.00 276 | 2.42 401 | 9.81 331 | 5.74 306 | 1.64 214 | 7.05 304 | 3.48 344 | 17.54 326 | 7.69 188 | 8.73 246 | 12.47 267 | 14.83 376 | 8.86 361 | 13.04 371 | 2.59 178 | 0.04 93 | 1.21 542 | 0.20 451 | 0.05 218 | 0.30 264 | 2.34 505 |
|
| HanStereo |  | 6.00 276 | 2.42 401 | 9.81 331 | 5.74 306 | 1.64 214 | 7.05 304 | 3.48 344 | 17.54 326 | 7.69 188 | 8.73 246 | 12.47 267 | 14.83 376 | 8.86 361 | 13.04 371 | 2.59 178 | 0.04 93 | 1.21 542 | 0.20 451 | 0.05 218 | 0.30 264 | 2.34 505 |
|
| MM-Stereo_test3 |  | 6.01 278 | 1.69 208 | 6.25 151 | 6.36 355 | 5.46 495 | 4.64 141 | 6.31 435 | 20.05 368 | 24.24 438 | 8.85 249 | 11.38 253 | 7.22 238 | 2.79 134 | 9.11 189 | 3.08 218 | 0.11 245 | 0.92 422 | 0.00 1 | 0.02 165 | 0.54 391 | 1.11 284 |
|
| test-1 |  | 6.03 279 | 1.76 227 | 15.61 497 | 8.01 471 | 1.98 263 | 7.82 326 | 1.16 118 | 13.64 247 | 13.60 300 | 9.69 260 | 15.16 292 | 11.55 310 | 5.45 257 | 7.78 138 | 4.35 286 | 0.16 287 | 1.18 525 | 0.00 1 | 0.13 282 | 0.16 179 | 1.39 335 |
|
| rvit_0105_6 |  | 6.06 280 | 3.23 465 | 15.34 495 | 10.26 533 | 1.75 234 | 5.08 187 | 5.19 396 | 11.03 191 | 20.73 392 | 6.39 216 | 7.02 182 | 10.21 292 | 7.94 342 | 11.42 281 | 3.83 260 | 0.40 396 | 0.29 243 | 0.00 1 | 0.01 127 | 0.57 398 | 0.40 83 |
|
| Selective-RAFT |  | 6.10 281 | 1.16 95 | 10.90 388 | 7.41 437 | 0.91 96 | 15.22 453 | 1.11 114 | 14.84 273 | 16.23 334 | 7.19 230 | 7.06 183 | 11.49 307 | 8.10 345 | 12.83 359 | 5.19 318 | 0.26 349 | 0.97 434 | 0.00 1 | 0.46 501 | 0.10 118 | 0.65 141 |
|
| H2IRNET |  | 6.11 282 | 1.63 194 | 7.52 231 | 4.69 205 | 2.30 297 | 4.07 102 | 0.71 84 | 12.58 217 | 13.88 302 | 7.18 229 | 20.80 365 | 15.50 387 | 10.48 387 | 10.72 247 | 8.26 399 | 0.19 316 | 0.00 1 | 0.07 344 | 0.52 518 | 0.52 381 | 0.55 118 |
|
| EKT-Stereo |  | 6.11 282 | 1.71 211 | 9.09 290 | 7.69 453 | 5.56 501 | 5.16 192 | 4.26 370 | 19.18 349 | 15.13 318 | 9.20 256 | 12.84 272 | 9.55 282 | 4.18 186 | 11.74 297 | 3.24 228 | 0.53 432 | 0.62 341 | 0.09 363 | 0.14 295 | 0.17 186 | 2.16 487 |
|
| 1test111 |  | 6.16 284 | 2.52 413 | 6.38 160 | 6.77 395 | 0.74 64 | 10.55 364 | 5.19 396 | 21.10 387 | 13.53 297 | 7.39 233 | 10.06 221 | 4.44 173 | 9.58 374 | 12.08 316 | 9.26 424 | 0.05 129 | 1.18 525 | 0.00 1 | 0.04 200 | 0.37 308 | 1.93 428 |
|
| RAFT-Test |  | 6.19 285 | 1.47 164 | 7.90 250 | 4.91 229 | 2.70 326 | 9.97 349 | 1.52 173 | 17.08 317 | 9.06 235 | 13.21 310 | 23.67 405 | 12.89 344 | 4.63 219 | 9.47 210 | 3.57 248 | 0.02 39 | 0.81 389 | 0.00 1 | 0.38 480 | 0.21 207 | 0.39 77 |
|
| s12784h |  | 6.22 286 | 1.01 59 | 4.95 84 | 3.57 115 | 0.54 43 | 19.55 526 | 0.95 103 | 19.51 360 | 18.39 362 | 12.98 306 | 12.58 270 | 7.78 255 | 5.56 264 | 11.34 277 | 4.36 287 | 0.89 508 | 0.01 13 | 0.05 310 | 0.00 1 | 0.07 85 | 0.20 35 |
|
| Any-RAFT |  | 6.28 287 | 1.42 152 | 4.91 80 | 5.00 234 | 1.25 151 | 10.18 355 | 1.90 252 | 22.68 406 | 15.87 327 | 12.12 283 | 19.23 337 | 13.69 360 | 4.65 221 | 9.35 202 | 2.36 159 | 0.06 166 | 0.57 323 | 0.00 1 | 0.00 1 | 0.05 61 | 0.35 61 |
|
| GMOStereo |  | 6.33 288 | 2.04 303 | 8.28 261 | 5.68 299 | 1.20 139 | 6.11 260 | 2.14 267 | 11.20 195 | 13.15 290 | 18.66 435 | 21.83 378 | 17.35 418 | 6.64 314 | 7.09 117 | 2.78 200 | 0.02 39 | 1.42 575 | 0.13 410 | 0.00 1 | 0.53 383 | 0.37 71 |
|
| error version |  | 6.33 288 | 2.04 303 | 8.28 261 | 5.68 299 | 1.20 139 | 6.11 260 | 2.14 267 | 11.20 195 | 13.15 290 | 18.66 435 | 21.83 378 | 17.35 418 | 6.64 314 | 7.09 117 | 2.78 200 | 0.02 39 | 1.42 575 | 0.13 410 | 0.00 1 | 0.53 383 | 0.37 71 |
|
| test-v |  | 6.33 288 | 2.04 303 | 8.28 261 | 5.68 299 | 1.20 139 | 6.11 260 | 2.14 267 | 11.20 195 | 13.15 290 | 18.66 435 | 21.83 378 | 17.35 418 | 6.64 314 | 7.09 117 | 2.78 200 | 0.02 39 | 1.42 575 | 0.13 410 | 0.00 1 | 0.53 383 | 0.37 71 |
|
| test-2 |  | 6.33 288 | 2.04 303 | 8.28 261 | 5.68 299 | 1.20 139 | 6.11 260 | 2.14 267 | 11.20 195 | 13.15 290 | 18.66 435 | 21.83 378 | 17.35 418 | 6.64 314 | 7.09 117 | 2.78 200 | 0.02 39 | 1.42 575 | 0.13 410 | 0.00 1 | 0.53 383 | 0.37 71 |
|
| GMStereo |   | 6.44 292 | 4.92 522 | 12.13 432 | 5.60 281 | 0.87 92 | 9.18 347 | 2.57 300 | 12.99 222 | 25.54 456 | 12.85 301 | 11.84 259 | 5.60 203 | 3.62 162 | 11.92 309 | 6.44 368 | 0.53 432 | 0.02 41 | 0.05 310 | 0.36 465 | 0.98 486 | 0.70 158 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| TestStereo |  | 6.45 293 | 3.34 474 | 8.02 253 | 6.23 342 | 1.68 221 | 6.33 277 | 2.48 292 | 14.54 269 | 16.71 345 | 11.71 280 | 24.13 409 | 9.38 276 | 7.13 325 | 11.83 303 | 4.32 284 | 0.12 260 | 0.01 13 | 0.00 1 | 0.00 1 | 0.73 447 | 0.33 56 |
|
| knoymous |  | 6.46 294 | 1.84 252 | 5.13 98 | 4.31 183 | 1.88 250 | 6.36 281 | 5.55 410 | 15.25 279 | 14.48 310 | 13.85 328 | 21.25 368 | 12.66 334 | 6.63 309 | 13.20 380 | 5.11 314 | 0.19 316 | 0.13 179 | 0.12 402 | 0.00 1 | 0.71 444 | 0.57 127 |
|
| rafts_anoy |  | 6.46 294 | 2.37 395 | 7.09 204 | 7.48 444 | 6.02 529 | 5.31 207 | 2.45 290 | 14.50 266 | 22.01 409 | 12.94 305 | 16.18 303 | 8.48 267 | 5.53 262 | 9.70 217 | 6.32 362 | 0.05 129 | 1.66 594 | 0.10 376 | 0.05 218 | 0.30 264 | 0.69 152 |
|
| anonymousdsp2 |  | 6.47 296 | 1.81 240 | 9.73 328 | 5.25 258 | 1.23 145 | 9.35 348 | 3.96 359 | 22.51 402 | 18.39 362 | 12.87 303 | 10.19 229 | 10.17 290 | 4.46 203 | 11.77 299 | 3.83 260 | 0.06 166 | 1.00 461 | 0.31 491 | 0.18 331 | 0.25 223 | 2.06 468 |
|
| XX-Stereo |  | 6.50 297 | 1.81 240 | 10.42 364 | 12.71 589 | 7.14 563 | 3.46 75 | 0.90 99 | 16.31 297 | 6.13 160 | 9.03 255 | 28.11 453 | 13.48 357 | 2.22 108 | 11.87 306 | 2.61 180 | 0.45 415 | 0.78 383 | 0.08 352 | 0.42 495 | 1.09 494 | 0.88 198 |
|
| AFF-stereo |  | 6.50 297 | 2.29 374 | 8.09 256 | 4.63 201 | 0.87 92 | 3.48 76 | 0.75 88 | 16.92 315 | 13.98 304 | 13.26 311 | 25.21 420 | 15.46 386 | 7.68 337 | 11.50 290 | 3.71 254 | 0.04 93 | 0.70 359 | 0.00 1 | 0.00 1 | 0.48 365 | 1.02 259 |
|
| xx1 |  | 6.52 299 | 2.52 413 | 6.38 160 | 6.77 395 | 0.74 64 | 10.55 364 | 5.19 396 | 19.19 350 | 15.95 329 | 7.39 233 | 10.07 227 | 16.17 398 | 12.10 422 | 11.08 257 | 2.33 152 | 0.05 129 | 1.18 525 | 0.02 258 | 0.36 465 | 0.37 308 | 1.93 428 |
|
| RALCasStereoNet |  | 6.53 300 | 2.84 438 | 8.12 257 | 7.88 466 | 6.12 534 | 6.85 300 | 5.29 403 | 14.66 271 | 13.94 303 | 10.20 262 | 18.18 324 | 10.24 293 | 3.83 171 | 12.33 333 | 5.56 332 | 0.04 93 | 1.88 600 | 0.11 397 | 0.01 127 | 0.26 236 | 2.24 494 |
|
| 11t1 |  | 6.61 301 | 1.76 227 | 9.64 325 | 5.62 284 | 2.15 280 | 13.57 422 | 2.67 304 | 15.77 289 | 8.83 229 | 13.66 322 | 11.90 262 | 12.03 324 | 9.76 379 | 12.23 326 | 8.58 409 | 0.23 333 | 1.33 560 | 0.00 1 | 0.31 438 | 0.26 236 | 1.95 437 |
|
| TRStereo |  | 6.64 302 | 6.95 556 | 12.06 430 | 9.69 518 | 7.59 571 | 5.12 190 | 1.68 205 | 20.72 376 | 12.34 276 | 10.93 274 | 9.07 207 | 10.57 298 | 3.16 145 | 14.33 414 | 4.23 280 | 0.60 454 | 0.80 388 | 0.14 418 | 0.37 470 | 0.56 396 | 1.86 416 |
|
| DisPM |  | 6.68 303 | 1.58 187 | 9.90 336 | 7.19 429 | 1.12 125 | 5.71 236 | 3.69 349 | 13.74 251 | 12.42 277 | 16.60 383 | 23.63 404 | 12.64 332 | 6.39 296 | 13.31 387 | 4.08 272 | 0.77 485 | 0.01 13 | 0.08 352 | 0.15 304 | 0.14 156 | 0.53 114 |
|
| AIO-test1 |  | 6.69 304 | 2.11 326 | 7.06 201 | 10.57 547 | 6.38 547 | 8.85 341 | 1.73 224 | 22.56 405 | 20.92 395 | 7.01 223 | 17.67 314 | 8.06 260 | 4.87 231 | 10.79 250 | 3.39 237 | 0.17 294 | 0.09 149 | 0.00 1 | 0.34 454 | 0.35 291 | 0.86 191 |
|
| DCRE |  | 6.73 305 | 2.11 326 | 9.19 302 | 7.76 459 | 4.90 464 | 7.81 325 | 5.86 422 | 16.46 302 | 11.38 266 | 9.61 259 | 22.55 394 | 11.84 319 | 6.35 295 | 11.09 260 | 3.63 251 | 0.04 93 | 1.19 532 | 0.06 324 | 0.37 470 | 0.15 171 | 2.23 492 |
|
| AnonymousM |  | 6.73 305 | 12.03 604 | 3.53 19 | 4.47 192 | 1.55 198 | 4.42 124 | 3.17 327 | 11.94 210 | 8.44 220 | 17.00 399 | 10.06 221 | 9.08 274 | 4.00 178 | 7.56 133 | 4.06 270 | 0.55 440 | 0.68 356 | 23.13 656 | 8.12 642 | 0.07 85 | 0.65 141 |
|
| iRaft-Stereo_20w |  | 6.75 307 | 2.17 349 | 13.20 456 | 5.07 240 | 2.34 302 | 7.43 317 | 2.61 301 | 20.20 372 | 7.85 201 | 15.28 349 | 10.36 233 | 14.42 370 | 8.13 346 | 16.81 476 | 4.20 276 | 0.06 166 | 0.84 399 | 0.13 410 | 0.83 546 | 0.66 433 | 2.42 514 |
|
| DCANet-4 |  | 6.78 308 | 1.21 109 | 11.48 405 | 3.95 140 | 0.76 71 | 4.73 153 | 1.68 205 | 18.40 340 | 25.78 460 | 15.44 353 | 20.36 354 | 6.42 224 | 8.48 354 | 8.87 175 | 6.24 357 | 0.18 303 | 0.05 86 | 0.01 221 | 0.00 1 | 0.10 118 | 1.37 328 |
|
| Lsterematch |  | 6.83 309 | 2.17 349 | 7.77 242 | 4.11 157 | 0.72 61 | 8.20 334 | 1.49 165 | 12.99 222 | 18.49 371 | 16.96 398 | 25.24 421 | 9.52 281 | 5.23 249 | 13.01 367 | 9.36 429 | 0.06 166 | 0.04 71 | 0.00 1 | 0.00 1 | 0.32 271 | 0.95 232 |
|
| SST-Stereo |  | 6.85 310 | 1.67 204 | 9.39 311 | 7.24 432 | 0.82 83 | 5.89 248 | 1.87 246 | 15.34 280 | 9.89 248 | 19.25 454 | 20.26 352 | 16.63 406 | 8.40 352 | 13.81 404 | 5.75 339 | 0.40 396 | 0.05 86 | 0.13 410 | 0.00 1 | 0.10 118 | 0.08 10 |
|
| Pruner-Stereo |  | 6.85 310 | 1.81 240 | 10.24 353 | 6.92 409 | 0.92 97 | 5.55 227 | 4.01 363 | 14.42 264 | 11.85 274 | 18.22 431 | 21.92 385 | 15.64 391 | 5.69 268 | 12.10 319 | 6.08 349 | 0.84 499 | 0.02 41 | 0.18 440 | 0.10 267 | 0.11 133 | 0.38 75 |
|
| RALAANet |  | 6.86 312 | 3.28 470 | 11.09 396 | 7.63 449 | 4.95 468 | 6.16 270 | 1.63 192 | 20.54 375 | 15.45 320 | 15.30 350 | 14.52 283 | 12.98 346 | 4.35 191 | 13.53 392 | 3.98 265 | 0.11 245 | 0.35 258 | 0.00 1 | 0.29 422 | 0.58 401 | 0.48 104 |
|
| DCANet |  | 6.87 313 | 2.02 299 | 9.12 293 | 4.03 146 | 0.76 71 | 4.77 159 | 1.74 227 | 16.15 294 | 25.07 445 | 15.88 369 | 20.79 364 | 7.89 257 | 11.31 403 | 9.23 196 | 6.15 351 | 0.18 303 | 0.05 86 | 0.00 1 | 0.00 1 | 0.28 251 | 2.01 456 |
|
| PSM-softLoss |  | 6.90 314 | 1.81 240 | 10.84 383 | 7.04 414 | 0.93 102 | 5.53 221 | 1.97 258 | 23.18 413 | 9.65 244 | 14.16 331 | 22.01 390 | 12.84 338 | 5.15 245 | 13.03 369 | 7.95 392 | 0.76 482 | 0.06 113 | 0.27 475 | 0.55 526 | 0.21 207 | 0.14 23 |
|
| KMStereo |  | 6.90 314 | 1.81 240 | 10.84 383 | 7.04 414 | 0.93 102 | 5.53 221 | 1.97 258 | 23.18 413 | 9.65 244 | 14.16 331 | 22.01 390 | 12.84 338 | 5.15 245 | 13.03 369 | 7.95 392 | 0.76 482 | 0.06 113 | 0.27 475 | 0.55 526 | 0.21 207 | 0.14 23 |
|
| PFNet+ |  | 6.92 316 | 1.64 198 | 10.96 390 | 6.27 346 | 0.90 95 | 5.66 233 | 1.68 205 | 14.43 265 | 16.02 331 | 18.13 429 | 21.24 367 | 14.33 367 | 5.97 278 | 13.13 377 | 5.51 331 | 0.90 510 | 0.20 207 | 0.11 397 | 0.30 433 | 0.08 97 | 0.94 227 |
|
| RAFT-345 |  | 6.94 317 | 1.48 168 | 7.45 228 | 5.65 288 | 0.96 108 | 5.49 215 | 3.20 329 | 13.73 250 | 10.97 263 | 13.81 327 | 42.93 605 | 9.01 273 | 5.31 251 | 13.09 376 | 4.73 301 | 0.58 444 | 0.05 86 | 0.10 376 | 0.06 230 | 0.08 97 | 0.08 10 |
|
| MyStereo06 |  | 6.95 318 | 2.25 366 | 14.05 469 | 6.69 387 | 4.74 458 | 7.75 323 | 9.60 510 | 17.85 332 | 9.03 234 | 13.29 313 | 10.78 246 | 18.68 441 | 5.70 269 | 10.66 243 | 4.52 293 | 0.09 224 | 1.32 556 | 0.02 258 | 0.26 397 | 0.84 474 | 0.92 213 |
|
| NF-Stereo |  | 6.96 319 | 1.80 237 | 10.17 346 | 7.16 428 | 0.79 80 | 6.15 269 | 3.26 337 | 20.74 381 | 18.45 366 | 13.42 318 | 19.33 338 | 11.67 312 | 6.05 281 | 12.71 355 | 6.17 352 | 0.57 443 | 0.06 113 | 0.21 454 | 0.23 366 | 0.12 140 | 0.09 12 |
|
| OCTAStereo |  | 6.97 320 | 1.80 237 | 10.20 350 | 7.15 427 | 0.78 77 | 6.12 265 | 3.38 338 | 20.72 376 | 18.47 367 | 13.41 315 | 19.33 338 | 11.91 320 | 6.05 281 | 12.68 353 | 6.19 353 | 0.59 450 | 0.06 113 | 0.21 454 | 0.22 355 | 0.12 140 | 0.10 16 |
|
| RE-Stereo |  | 6.97 320 | 1.79 234 | 10.18 348 | 7.14 422 | 0.77 74 | 6.14 267 | 3.39 339 | 20.72 376 | 18.43 364 | 13.41 315 | 19.33 338 | 11.78 315 | 6.09 283 | 12.66 351 | 6.22 354 | 0.58 444 | 0.05 86 | 0.21 454 | 0.22 355 | 0.12 140 | 0.10 16 |
|
| TVStereo |  | 6.97 320 | 1.79 234 | 10.18 348 | 7.14 422 | 0.77 74 | 6.14 267 | 3.39 339 | 20.72 376 | 18.43 364 | 13.41 315 | 19.33 338 | 11.78 315 | 6.09 283 | 12.66 351 | 6.22 354 | 0.58 444 | 0.05 86 | 0.21 454 | 0.22 355 | 0.12 140 | 0.10 16 |
|
| sAnonymous2 |  | 6.98 323 | 7.12 557 | 20.67 557 | 9.13 504 | 5.40 489 | 5.28 202 | 8.11 488 | 16.71 311 | 11.50 269 | 5.04 182 | 9.17 210 | 3.77 154 | 8.23 347 | 7.84 143 | 3.15 221 | 0.11 245 | 0.07 128 | 0.06 324 | 0.28 416 | 10.80 630 | 7.09 612 |
|
| CroCo_RVC |  | 6.98 323 | 7.12 557 | 20.67 557 | 9.13 504 | 5.40 489 | 5.28 202 | 8.11 488 | 16.71 311 | 11.50 269 | 5.04 182 | 9.17 210 | 3.77 154 | 8.23 347 | 7.84 143 | 3.15 221 | 0.11 245 | 0.07 128 | 0.06 324 | 0.28 416 | 10.80 630 | 7.09 612 |
|
| DIP-Stereo |  | 6.99 325 | 2.37 395 | 11.45 404 | 4.78 210 | 1.70 225 | 13.13 412 | 1.47 160 | 15.76 288 | 7.43 185 | 14.57 337 | 26.61 438 | 10.76 300 | 5.10 242 | 14.97 439 | 8.10 396 | 0.06 166 | 0.06 113 | 0.06 324 | 0.00 1 | 0.17 186 | 1.22 306 |
| Zihua Zheng, Ni Nie, Zhi Ling, Pengfei Xiong, Jiangyu Liu, Hao Wang, Jiankun Li: DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow. cvpr2022 |
| rvit_0105_4 |  | 7.09 326 | 3.33 472 | 16.60 510 | 10.68 549 | 1.59 202 | 5.89 248 | 6.84 455 | 14.50 266 | 23.99 434 | 7.31 232 | 9.49 217 | 13.18 350 | 9.62 377 | 12.33 333 | 4.32 284 | 0.39 393 | 0.46 287 | 0.00 1 | 0.02 165 | 0.67 435 | 0.68 149 |
|
| ADStereo(finetuned) |  | 7.09 326 | 2.04 303 | 11.52 408 | 4.01 143 | 0.77 74 | 4.78 161 | 1.73 224 | 16.15 294 | 25.08 446 | 15.89 370 | 20.74 363 | 7.88 256 | 13.56 453 | 9.11 189 | 6.07 348 | 0.18 303 | 0.05 86 | 0.00 1 | 0.00 1 | 0.28 251 | 1.93 428 |
|
| raft+_RVC |  | 7.10 328 | 2.37 395 | 6.59 183 | 6.94 412 | 5.82 517 | 6.35 280 | 5.97 425 | 21.05 385 | 23.63 430 | 10.90 273 | 17.95 316 | 9.80 286 | 5.55 263 | 11.49 288 | 4.47 292 | 0.04 93 | 1.50 585 | 0.00 1 | 0.00 1 | 0.38 320 | 1.23 309 |
|
| OMP-Stereo |  | 7.13 329 | 2.89 440 | 9.89 335 | 10.98 558 | 1.73 231 | 4.81 163 | 1.85 242 | 18.38 339 | 16.26 335 | 16.94 396 | 14.11 281 | 17.45 423 | 7.57 333 | 13.26 385 | 5.12 316 | 0.43 408 | 0.04 71 | 0.06 324 | 0.02 165 | 0.20 205 | 0.56 121 |
|
| RAFT_R40 |  | 7.14 330 | 1.73 221 | 9.36 310 | 7.36 436 | 0.82 83 | 5.74 240 | 3.69 349 | 15.47 283 | 15.09 317 | 18.24 432 | 19.87 346 | 16.82 407 | 8.50 355 | 13.72 401 | 5.81 344 | 0.28 356 | 0.02 41 | 0.14 418 | 0.00 1 | 0.11 133 | 0.09 12 |
|
| Hybrid-DGEV-03 |  | 7.24 331 | 2.18 352 | 6.74 189 | 6.57 371 | 1.24 148 | 11.30 379 | 2.51 294 | 14.66 271 | 14.85 314 | 16.91 393 | 29.69 475 | 13.87 362 | 5.80 270 | 11.32 274 | 4.52 293 | 0.03 72 | 0.49 295 | 0.13 410 | 0.00 1 | 0.41 334 | 1.63 378 |
|
| fff |  | 7.26 332 | 1.99 289 | 9.12 293 | 4.17 161 | 0.47 32 | 4.73 153 | 1.68 205 | 16.56 306 | 33.55 530 | 15.45 354 | 20.36 354 | 7.49 246 | 12.54 430 | 9.03 182 | 6.26 358 | 0.18 303 | 0.05 86 | 0.01 221 | 0.00 1 | 0.10 118 | 1.37 328 |
|
| MIPNet |  | 7.26 332 | 2.30 377 | 13.74 462 | 5.32 263 | 1.61 207 | 11.32 381 | 2.77 313 | 27.02 461 | 18.47 367 | 15.56 360 | 13.20 275 | 7.01 233 | 9.46 373 | 8.84 173 | 6.32 362 | 0.15 283 | 0.03 58 | 0.06 324 | 0.08 250 | 0.42 342 | 1.39 335 |
|
| csc |  | 7.26 332 | 1.99 289 | 9.12 293 | 4.17 161 | 0.47 32 | 4.73 153 | 1.68 205 | 16.56 306 | 33.55 530 | 15.45 354 | 20.36 354 | 7.49 246 | 12.54 430 | 9.03 182 | 6.26 358 | 0.18 303 | 0.05 86 | 0.01 221 | 0.00 1 | 0.10 118 | 1.37 328 |
|
| cscssc |  | 7.26 332 | 1.99 289 | 9.12 293 | 4.17 161 | 0.47 32 | 4.73 153 | 1.68 205 | 16.56 306 | 33.55 530 | 15.45 354 | 20.36 354 | 7.49 246 | 12.54 430 | 9.03 182 | 6.26 358 | 0.18 303 | 0.05 86 | 0.01 221 | 0.00 1 | 0.10 118 | 1.37 328 |
|
| riskmin |  | 7.28 336 | 1.54 180 | 8.37 266 | 5.01 235 | 3.24 365 | 11.65 386 | 3.20 329 | 16.61 309 | 18.86 376 | 10.45 265 | 13.46 278 | 16.20 400 | 12.68 436 | 12.46 344 | 6.57 371 | 0.17 294 | 1.38 568 | 0.14 418 | 0.33 449 | 0.67 435 | 2.52 524 |
|
| AIO-test2 |  | 7.31 337 | 2.95 446 | 8.32 265 | 9.20 506 | 5.66 507 | 8.78 340 | 5.13 394 | 26.30 451 | 23.78 431 | 7.04 224 | 20.37 358 | 5.69 205 | 3.51 156 | 10.05 228 | 2.74 190 | 4.35 612 | 0.14 187 | 0.03 280 | 0.62 533 | 0.71 444 | 0.80 179 |
|
| R-Stereo Train |  | 7.33 338 | 1.62 190 | 9.31 307 | 6.80 399 | 2.33 299 | 7.57 319 | 5.36 405 | 24.47 428 | 7.63 186 | 16.40 376 | 33.07 528 | 12.42 329 | 5.52 260 | 8.06 149 | 5.23 319 | 0.05 129 | 0.05 86 | 0.01 221 | 0.00 1 | 0.12 140 | 0.56 121 |
|
| RAFT-Stereo |   | 7.33 338 | 1.62 190 | 9.31 307 | 6.80 399 | 2.33 299 | 7.57 319 | 5.36 405 | 24.47 428 | 7.63 186 | 16.40 376 | 33.07 528 | 12.42 329 | 5.52 260 | 8.06 149 | 5.23 319 | 0.05 129 | 0.05 86 | 0.01 221 | 0.00 1 | 0.12 140 | 0.56 121 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| MIM_Stereo |  | 7.37 340 | 2.06 312 | 12.02 429 | 4.71 208 | 1.69 223 | 5.17 193 | 1.28 132 | 19.54 361 | 13.09 288 | 16.93 394 | 28.48 458 | 13.05 349 | 5.43 255 | 13.25 384 | 7.41 382 | 0.02 39 | 0.62 341 | 0.00 1 | 0.01 127 | 0.45 355 | 2.09 475 |
|
| UGAM-zero |  | 7.48 341 | 1.91 271 | 14.55 476 | 4.78 210 | 2.00 264 | 6.34 279 | 1.02 109 | 18.99 347 | 8.70 228 | 14.93 343 | 15.74 296 | 24.94 512 | 13.86 464 | 13.13 377 | 5.05 311 | 0.04 93 | 0.96 430 | 0.02 258 | 1.08 572 | 0.18 193 | 1.46 352 |
|
| StereoVision |  | 7.48 341 | 2.90 443 | 10.47 370 | 10.13 528 | 3.93 401 | 4.99 184 | 1.86 245 | 21.10 387 | 17.66 354 | 8.90 251 | 29.71 476 | 10.95 303 | 6.61 307 | 12.83 359 | 5.11 314 | 0.69 474 | 0.05 86 | 0.17 435 | 0.03 181 | 0.98 486 | 0.56 121 |
|
| IPLGR |  | 7.48 341 | 1.61 188 | 14.03 468 | 4.92 230 | 1.30 160 | 10.30 359 | 1.20 121 | 24.52 431 | 22.59 417 | 16.71 390 | 18.84 332 | 8.44 266 | 7.49 331 | 9.62 215 | 6.34 364 | 0.26 349 | 0.05 86 | 0.05 310 | 0.06 230 | 0.37 308 | 0.93 220 |
|
| PAM_32 |  | 7.56 344 | 1.96 279 | 15.04 487 | 6.11 333 | 2.08 267 | 16.93 494 | 1.38 142 | 16.49 303 | 7.93 202 | 15.16 346 | 9.17 210 | 25.77 518 | 11.69 412 | 12.95 364 | 4.03 268 | 0.14 272 | 0.77 382 | 0.09 363 | 0.83 546 | 0.61 416 | 2.00 455 |
|
| HHNet |  | 7.57 345 | 2.01 296 | 8.03 254 | 3.71 124 | 3.46 375 | 4.93 178 | 6.17 429 | 19.69 362 | 16.27 336 | 20.91 485 | 31.75 508 | 10.56 297 | 5.82 273 | 10.69 246 | 5.10 313 | 0.67 472 | 0.07 128 | 0.21 454 | 0.14 295 | 0.63 422 | 0.54 116 |
|
| IIG-Stereo |  | 7.59 346 | 2.47 407 | 9.40 312 | 10.39 540 | 1.78 240 | 6.67 296 | 1.47 160 | 17.83 331 | 16.51 343 | 18.91 447 | 20.12 350 | 17.76 427 | 8.74 360 | 13.21 383 | 5.43 326 | 0.44 411 | 0.05 86 | 0.03 280 | 0.00 1 | 0.17 186 | 0.45 96 |
|
| ASMatch |  | 7.61 347 | 1.63 194 | 9.18 301 | 5.79 310 | 2.27 292 | 4.63 140 | 2.54 296 | 17.23 320 | 13.73 301 | 17.27 403 | 34.28 546 | 13.26 353 | 10.15 385 | 12.39 341 | 5.49 330 | 0.12 260 | 0.24 225 | 0.21 454 | 0.17 318 | 0.18 193 | 1.55 370 |
|
| ACRE |  | 7.62 348 | 3.21 464 | 14.93 485 | 7.81 461 | 5.00 471 | 10.01 351 | 4.45 376 | 16.32 298 | 15.86 326 | 17.81 417 | 19.21 335 | 8.38 264 | 4.25 187 | 11.11 261 | 10.58 450 | 0.78 489 | 0.32 248 | 0.03 280 | 0.15 304 | 0.44 349 | 1.84 410 |
|
| LCNet |  | 7.64 349 | 1.41 150 | 6.15 142 | 6.93 410 | 1.35 162 | 9.00 343 | 5.44 407 | 18.37 338 | 11.30 264 | 16.62 384 | 24.39 412 | 14.67 371 | 11.03 393 | 12.03 313 | 4.01 266 | 0.07 197 | 0.02 41 | 0.23 463 | 2.07 600 | 1.00 489 | 6.69 607 |
|
| IPLG |  | 7.65 350 | 2.00 293 | 13.81 463 | 5.86 319 | 4.35 430 | 10.97 376 | 1.43 148 | 22.52 403 | 16.50 342 | 19.78 462 | 20.62 361 | 5.28 194 | 5.49 258 | 12.58 350 | 9.70 436 | 0.13 268 | 0.06 113 | 0.03 280 | 0.07 240 | 0.41 334 | 1.38 333 |
|
| MyStereo8 |  | 7.68 351 | 3.00 450 | 12.46 441 | 7.70 456 | 5.11 476 | 11.40 383 | 1.39 145 | 15.98 291 | 10.05 253 | 16.45 378 | 24.04 408 | 12.01 323 | 7.91 341 | 10.68 245 | 10.57 449 | 0.14 272 | 1.52 588 | 0.08 352 | 0.48 508 | 0.60 413 | 1.98 441 |
|
| CIPLG |  | 7.69 352 | 3.27 468 | 14.40 473 | 7.84 463 | 5.08 475 | 10.24 356 | 4.59 381 | 16.02 292 | 15.45 320 | 18.05 427 | 19.72 344 | 8.79 270 | 4.61 214 | 11.84 305 | 10.40 446 | 0.76 482 | 0.33 254 | 0.03 280 | 0.15 304 | 0.44 349 | 1.83 409 |
|
| x |  | 7.70 353 | 2.12 330 | 8.93 283 | 5.08 241 | 2.55 316 | 11.65 386 | 4.40 375 | 20.91 384 | 12.53 278 | 13.58 321 | 20.49 359 | 15.73 393 | 11.10 395 | 10.65 242 | 10.16 440 | 0.11 245 | 1.37 566 | 0.04 299 | 0.29 422 | 0.34 285 | 1.95 437 |
|
| IPLGR_C |  | 7.70 353 | 3.32 471 | 14.54 475 | 7.98 469 | 5.04 473 | 10.26 357 | 4.64 385 | 16.50 304 | 16.28 337 | 17.97 425 | 18.85 333 | 8.30 263 | 4.66 223 | 11.22 266 | 10.89 459 | 0.77 485 | 0.32 248 | 0.03 280 | 0.15 304 | 0.43 346 | 1.84 410 |
|
| qqq |  | 7.72 355 | 2.15 340 | 10.06 342 | 5.01 235 | 1.82 245 | 8.62 337 | 7.27 469 | 21.10 387 | 13.53 297 | 12.48 286 | 18.71 331 | 16.17 398 | 12.10 422 | 12.08 316 | 9.26 424 | 0.08 212 | 1.35 564 | 0.02 258 | 0.36 465 | 0.36 302 | 1.93 428 |
|
| 111 |  | 7.73 356 | 2.39 400 | 9.12 293 | 4.17 161 | 0.47 32 | 10.65 369 | 3.49 347 | 21.34 393 | 28.25 485 | 10.60 268 | 16.85 308 | 14.74 375 | 10.22 386 | 12.48 345 | 6.61 373 | 0.43 408 | 0.01 13 | 0.00 1 | 0.00 1 | 0.35 291 | 2.39 513 |
|
| AIO-Stereo-zeroshot |   | 7.75 357 | 3.47 480 | 14.99 486 | 5.34 264 | 7.99 583 | 7.13 307 | 0.96 104 | 23.20 415 | 10.00 252 | 11.29 276 | 17.31 310 | 18.44 440 | 9.03 366 | 13.19 379 | 5.77 341 | 0.06 166 | 1.01 467 | 0.12 402 | 1.51 588 | 1.49 517 | 2.74 534 |
|
| RAFT+CT+SA |  | 7.76 358 | 2.01 296 | 7.56 233 | 11.32 565 | 3.31 367 | 4.60 137 | 7.19 466 | 17.21 319 | 27.40 475 | 10.43 264 | 27.34 443 | 7.63 251 | 7.83 339 | 15.46 448 | 3.51 243 | 0.03 72 | 0.39 266 | 0.18 440 | 0.46 501 | 0.33 278 | 0.93 220 |
|
| IGEV-BASED-STEREO- |  | 7.80 359 | 28.14 651 | 42.31 622 | 3.20 76 | 0.50 37 | 4.12 104 | 1.45 153 | 7.06 70 | 4.60 110 | 4.66 169 | 3.90 86 | 2.47 118 | 1.37 71 | 6.02 92 | 1.94 121 | 24.62 660 | 0.43 283 | 0.01 221 | 0.08 250 | 4.61 590 | 14.42 650 |
|
| PAM |  | 7.81 360 | 1.90 266 | 15.85 504 | 6.14 334 | 2.58 320 | 17.79 506 | 4.51 378 | 16.29 296 | 8.05 207 | 16.48 379 | 9.10 208 | 25.01 514 | 11.39 405 | 12.89 362 | 3.54 247 | 0.05 129 | 0.79 385 | 0.08 352 | 0.83 546 | 0.62 418 | 2.23 492 |
|
| RAFT-RH_RVC |  | 7.88 361 | 1.51 178 | 7.72 239 | 5.41 270 | 0.96 108 | 11.41 384 | 1.48 164 | 13.43 243 | 15.04 316 | 17.54 412 | 45.66 621 | 10.86 301 | 6.42 298 | 13.48 389 | 5.26 321 | 0.81 494 | 0.04 71 | 0.12 402 | 0.13 282 | 0.12 140 | 0.17 30 |
|
| TransformOpticalFlow |  | 7.95 362 | 2.10 322 | 9.83 333 | 6.06 329 | 1.24 148 | 6.82 299 | 7.98 484 | 18.60 343 | 14.06 306 | 14.93 343 | 28.79 460 | 18.74 442 | 11.03 393 | 12.79 356 | 4.12 273 | 0.06 166 | 0.04 71 | 0.21 454 | 0.04 200 | 0.21 207 | 1.27 314 |
|
| rvit_0105_5 |  | 8.01 363 | 3.69 491 | 17.73 524 | 10.42 542 | 1.61 207 | 7.29 309 | 6.68 448 | 18.33 336 | 25.98 461 | 10.45 265 | 10.46 235 | 15.53 388 | 11.01 391 | 12.87 361 | 5.37 324 | 0.44 411 | 0.41 275 | 0.00 1 | 0.15 304 | 0.70 440 | 1.08 273 |
|
| TestStereo1 |  | 8.04 364 | 2.22 359 | 8.85 280 | 10.87 556 | 2.12 276 | 4.66 146 | 2.40 287 | 21.17 391 | 23.79 432 | 17.41 405 | 26.31 433 | 9.41 277 | 9.09 367 | 16.23 456 | 3.85 263 | 0.14 272 | 0.40 268 | 0.02 258 | 0.13 282 | 0.58 401 | 1.10 279 |
|
| SA-5K |  | 8.04 364 | 2.22 359 | 8.85 280 | 10.87 556 | 2.12 276 | 4.66 146 | 2.40 287 | 21.17 391 | 23.79 432 | 17.41 405 | 26.31 433 | 9.41 277 | 9.09 367 | 16.23 456 | 3.85 263 | 0.14 272 | 0.40 268 | 0.02 258 | 0.13 282 | 0.58 401 | 1.10 279 |
|
| PFNet |  | 8.10 366 | 1.75 224 | 12.34 437 | 7.54 448 | 2.40 305 | 7.41 316 | 5.81 420 | 23.83 424 | 17.85 356 | 20.78 479 | 17.57 312 | 15.22 384 | 7.72 338 | 13.37 388 | 6.46 369 | 0.33 371 | 0.20 207 | 0.12 402 | 0.19 340 | 0.32 271 | 0.77 174 |
|
| FACV-RUCA |  | 8.11 367 | 2.29 374 | 10.34 357 | 8.07 473 | 6.02 529 | 14.18 433 | 3.04 324 | 20.05 368 | 19.00 377 | 12.98 306 | 18.43 328 | 8.73 268 | 11.58 407 | 12.20 323 | 5.78 343 | 0.38 391 | 0.64 344 | 4.34 612 | 0.35 458 | 1.89 533 | 1.96 439 |
|
| Select-FE |  | 8.15 368 | 3.89 497 | 22.25 569 | 6.74 391 | 4.35 430 | 4.71 152 | 1.24 125 | 20.11 370 | 6.59 171 | 12.93 304 | 23.07 401 | 20.54 461 | 12.80 437 | 14.28 412 | 4.68 299 | 0.18 303 | 1.09 496 | 0.07 344 | 0.97 563 | 0.39 325 | 2.10 476 |
|
| AAGNet |  | 8.15 368 | 1.75 224 | 10.57 371 | 7.72 458 | 0.74 64 | 5.74 240 | 4.98 393 | 15.90 290 | 14.59 311 | 20.31 471 | 23.80 406 | 15.08 382 | 11.25 401 | 12.27 327 | 16.70 517 | 0.85 500 | 0.06 113 | 0.32 493 | 0.01 127 | 0.15 171 | 0.16 28 |
|
| STrans-v2 |  | 8.16 370 | 2.09 319 | 9.79 330 | 5.44 271 | 1.53 197 | 11.87 390 | 9.69 516 | 19.77 363 | 13.20 294 | 14.01 329 | 25.80 425 | 17.88 431 | 12.55 433 | 13.30 386 | 4.39 288 | 0.06 166 | 0.01 13 | 0.18 440 | 0.01 127 | 0.25 223 | 1.31 321 |
|
| Prome-Stereo |  | 8.22 371 | 1.48 168 | 6.24 150 | 7.06 417 | 1.55 198 | 6.54 292 | 9.08 500 | 21.88 396 | 9.88 247 | 21.12 490 | 32.48 522 | 11.82 318 | 11.59 409 | 11.99 311 | 4.04 269 | 0.08 212 | 0.02 41 | 0.19 446 | 0.12 277 | 0.45 355 | 6.89 611 |
|
| FENet |  | 8.22 371 | 1.39 147 | 7.33 225 | 6.43 362 | 2.17 285 | 10.97 376 | 2.20 273 | 22.10 399 | 21.26 396 | 17.85 420 | 23.22 402 | 14.29 365 | 11.50 406 | 13.56 395 | 8.32 401 | 0.29 360 | 0.24 225 | 0.03 280 | 0.03 181 | 0.18 193 | 1.04 263 |
|
| FSD |  | 8.27 373 | 7.12 557 | 12.35 439 | 14.29 600 | 6.22 537 | 8.24 335 | 12.03 556 | 13.05 224 | 8.40 217 | 8.19 239 | 7.55 191 | 10.42 295 | 7.18 327 | 11.33 276 | 9.08 418 | 5.65 621 | 3.82 637 | 5.53 617 | 4.12 620 | 5.22 596 | 5.70 593 |
|
| AIO-Stereo-zeroshot1 |   | 8.37 374 | 4.16 503 | 20.63 556 | 5.82 314 | 11.79 621 | 6.40 284 | 2.02 262 | 20.82 382 | 8.03 205 | 14.52 335 | 21.38 371 | 17.44 422 | 5.83 275 | 14.43 421 | 5.13 317 | 0.06 166 | 1.00 461 | 0.05 310 | 1.81 596 | 2.44 551 | 3.62 562 |
|
| raft_robust |  | 8.39 375 | 2.81 435 | 7.62 235 | 6.32 353 | 1.17 133 | 5.47 214 | 0.82 94 | 34.37 562 | 35.49 553 | 18.40 434 | 20.25 351 | 7.24 241 | 5.51 259 | 15.77 450 | 3.40 239 | 0.11 245 | 1.10 504 | 0.00 1 | 0.50 513 | 0.33 278 | 1.19 302 |
|
| HITNet |  | 8.41 376 | 3.59 488 | 9.91 337 | 5.30 261 | 1.52 196 | 13.35 418 | 4.48 377 | 22.00 397 | 16.06 332 | 15.52 358 | 22.95 400 | 15.28 385 | 11.74 413 | 14.91 438 | 9.25 423 | 0.10 237 | 0.01 13 | 0.48 510 | 0.06 230 | 0.58 401 | 1.04 263 |
| 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 |
| SA |  | 8.43 377 | 2.16 345 | 10.02 340 | 8.41 482 | 0.93 102 | 7.36 314 | 2.21 275 | 23.73 422 | 26.15 463 | 13.55 320 | 30.84 493 | 9.89 287 | 10.09 383 | 16.84 478 | 3.52 245 | 0.18 303 | 0.68 356 | 0.17 435 | 0.40 491 | 0.48 365 | 0.92 213 |
|
| GMM-Stereo |  | 8.44 378 | 1.27 126 | 7.36 227 | 6.64 382 | 2.56 319 | 10.00 350 | 9.29 507 | 23.79 423 | 11.33 265 | 17.96 424 | 29.59 473 | 17.14 412 | 7.59 334 | 11.77 299 | 4.61 297 | 0.13 268 | 0.01 13 | 0.24 467 | 0.94 554 | 0.49 374 | 6.14 599 |
|
| test_sample1 |  | 8.49 379 | 1.83 250 | 10.60 372 | 5.53 274 | 2.95 351 | 15.17 452 | 4.51 378 | 20.73 380 | 11.47 268 | 14.78 340 | 22.80 398 | 19.06 449 | 13.86 464 | 12.52 346 | 10.17 441 | 0.14 272 | 1.20 536 | 0.02 258 | 0.19 340 | 0.28 251 | 1.93 428 |
|
| mmm |  | 8.54 380 | 2.13 336 | 10.21 351 | 5.81 312 | 2.96 352 | 14.00 429 | 6.67 446 | 19.28 356 | 12.59 281 | 16.95 397 | 24.40 413 | 17.83 430 | 10.70 389 | 12.90 363 | 9.42 431 | 0.17 294 | 1.28 550 | 0.50 512 | 0.60 531 | 0.44 349 | 2.03 461 |
|
| RAFT_CTSACE |  | 8.55 381 | 2.62 428 | 9.63 324 | 7.41 437 | 5.06 474 | 5.76 242 | 2.54 296 | 15.38 282 | 17.84 355 | 24.33 532 | 34.69 551 | 16.37 401 | 7.22 328 | 18.05 500 | 2.63 183 | 0.01 7 | 0.56 318 | 0.00 1 | 0.03 181 | 0.42 342 | 0.41 84 |
|
| HI |  | 8.56 382 | 2.44 404 | 7.70 236 | 5.09 242 | 5.21 481 | 4.06 98 | 0.49 64 | 19.26 354 | 9.96 250 | 25.77 547 | 27.88 448 | 20.72 462 | 12.22 426 | 18.06 501 | 11.58 466 | 0.05 129 | 0.11 168 | 0.00 1 | 0.10 267 | 0.16 179 | 0.31 51 |
|
| CoSv |  | 8.56 382 | 2.44 404 | 7.70 236 | 5.09 242 | 5.21 481 | 4.06 98 | 0.49 64 | 19.26 354 | 9.96 250 | 25.77 547 | 27.88 448 | 20.72 462 | 12.22 426 | 18.06 501 | 11.58 466 | 0.05 129 | 0.11 168 | 0.00 1 | 0.10 267 | 0.16 179 | 0.31 51 |
|
| dd |  | 8.57 384 | 5.20 526 | 13.37 457 | 6.91 407 | 1.05 117 | 10.30 359 | 3.89 357 | 17.29 322 | 34.00 537 | 15.73 363 | 17.50 311 | 7.45 245 | 6.60 305 | 15.00 440 | 10.99 460 | 1.39 559 | 0.41 275 | 0.18 440 | 0.46 501 | 2.25 545 | 1.40 338 |
|
| CASS |  | 8.64 385 | 2.03 301 | 8.60 271 | 8.71 493 | 1.59 202 | 15.02 450 | 2.75 312 | 23.27 418 | 18.58 372 | 16.29 371 | 22.78 397 | 13.42 355 | 13.68 457 | 13.07 375 | 7.66 383 | 1.18 552 | 0.05 86 | 0.13 410 | 0.01 127 | 0.75 455 | 3.24 554 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| Hybrid-DGEV-2 |  | 8.65 386 | 3.04 457 | 9.44 315 | 8.90 501 | 1.18 136 | 10.81 373 | 1.04 110 | 31.56 525 | 27.89 483 | 13.79 326 | 17.07 309 | 12.07 325 | 16.60 509 | 12.30 331 | 5.66 338 | 0.07 197 | 0.10 160 | 0.00 1 | 0.05 218 | 0.29 259 | 1.17 296 |
|
| test_sample2 |  | 8.68 387 | 1.84 252 | 9.64 325 | 5.53 274 | 2.43 308 | 13.92 427 | 8.00 485 | 21.09 386 | 16.82 350 | 14.92 341 | 22.73 396 | 19.44 452 | 13.75 459 | 12.99 365 | 6.85 375 | 0.15 283 | 1.15 519 | 0.07 344 | 0.20 345 | 0.35 291 | 1.78 400 |
|
| DN-CSS_ROB |  | 8.72 388 | 3.49 481 | 16.63 511 | 6.74 391 | 3.39 372 | 6.20 272 | 3.43 343 | 23.40 419 | 22.03 410 | 17.46 409 | 30.28 482 | 9.33 275 | 8.32 350 | 14.71 428 | 6.36 365 | 0.91 512 | 0.00 1 | 0.45 506 | 0.00 1 | 0.65 428 | 0.70 158 |
|
| GANet-ADL |  | 8.73 389 | 2.80 434 | 9.48 317 | 7.87 465 | 2.77 335 | 12.88 407 | 5.29 403 | 29.97 501 | 25.61 457 | 14.50 334 | 16.64 306 | 17.02 410 | 7.60 335 | 11.61 295 | 8.01 394 | 0.51 431 | 0.40 268 | 0.10 376 | 0.12 277 | 0.77 458 | 0.70 158 |
|
| PSM-AAD |  | 8.76 390 | 1.41 150 | 6.46 172 | 6.87 404 | 1.18 136 | 12.78 405 | 9.66 515 | 20.03 367 | 15.78 325 | 21.79 501 | 24.91 414 | 14.31 366 | 13.16 446 | 12.42 342 | 4.07 271 | 0.05 129 | 0.06 113 | 2.44 597 | 0.16 313 | 0.45 355 | 7.17 614 |
|
| FTStereo |  | 8.76 390 | 1.57 185 | 6.75 190 | 6.55 368 | 2.45 309 | 7.65 321 | 11.62 552 | 18.36 337 | 9.01 232 | 20.25 464 | 40.79 591 | 15.87 394 | 12.36 429 | 11.02 254 | 4.69 300 | 0.24 338 | 0.01 13 | 0.09 363 | 0.16 313 | 0.19 198 | 5.58 591 |
|
| IGEV_i1 |  | 8.79 392 | 1.83 250 | 11.53 410 | 6.56 369 | 2.18 286 | 16.39 484 | 7.40 473 | 20.85 383 | 16.59 344 | 17.30 404 | 17.67 314 | 18.22 434 | 9.15 369 | 15.11 441 | 8.42 405 | 0.45 415 | 1.19 532 | 1.10 562 | 1.15 575 | 0.31 270 | 2.45 515 |
|
| GwcNet-ADL |  | 8.81 393 | 2.00 293 | 10.21 351 | 7.70 456 | 2.82 338 | 6.99 303 | 7.05 462 | 30.58 507 | 26.21 465 | 15.71 362 | 17.65 313 | 13.93 363 | 6.83 320 | 13.90 405 | 11.43 465 | 0.49 424 | 0.76 381 | 0.01 221 | 0.01 127 | 0.55 392 | 1.46 352 |
|
| test_5 |  | 8.85 394 | 2.05 309 | 9.51 318 | 11.62 569 | 4.99 470 | 6.74 297 | 5.48 409 | 18.25 335 | 23.57 428 | 16.72 391 | 29.73 477 | 15.54 389 | 10.54 388 | 16.25 459 | 4.02 267 | 0.05 129 | 0.40 268 | 0.27 475 | 0.08 250 | 0.34 285 | 0.81 180 |
|
| ARAFT |  | 8.86 395 | 3.86 495 | 17.37 520 | 5.96 324 | 0.94 106 | 12.59 402 | 10.80 534 | 18.20 334 | 19.95 385 | 18.77 442 | 16.27 304 | 17.78 428 | 8.88 363 | 18.82 511 | 5.30 322 | 0.35 379 | 0.04 71 | 0.00 1 | 0.00 1 | 0.62 418 | 0.64 138 |
|
| ffm |  | 8.89 396 | 2.34 387 | 12.99 451 | 6.28 347 | 3.81 391 | 12.43 398 | 7.47 474 | 19.77 363 | 16.80 347 | 16.64 386 | 32.03 513 | 17.29 414 | 11.78 414 | 11.11 261 | 2.34 155 | 0.05 129 | 1.17 521 | 0.80 539 | 0.37 470 | 0.29 259 | 2.07 469 |
|
| Sa-1000 |  | 8.91 397 | 2.10 322 | 9.11 291 | 8.07 473 | 1.16 131 | 16.62 491 | 2.39 286 | 25.58 439 | 25.43 454 | 15.52 358 | 28.24 455 | 12.19 326 | 8.67 357 | 16.40 464 | 3.70 252 | 0.39 393 | 0.86 407 | 0.16 432 | 0.23 366 | 0.48 365 | 0.89 203 |
|
| CCAANet |  | 8.92 398 | 1.37 143 | 7.17 210 | 4.82 215 | 3.76 388 | 16.17 477 | 6.86 456 | 20.21 373 | 12.62 282 | 10.84 272 | 41.75 597 | 14.73 374 | 13.73 458 | 14.02 409 | 9.07 417 | 0.87 506 | 0.04 71 | 0.03 280 | 0.00 1 | 0.18 193 | 0.17 30 |
|
| IRAFT_RVC |  | 8.93 399 | 1.80 237 | 10.65 375 | 7.83 462 | 1.81 242 | 6.36 281 | 10.05 523 | 26.32 452 | 27.59 477 | 17.93 423 | 19.70 343 | 17.67 426 | 9.98 381 | 13.20 380 | 6.29 361 | 0.37 387 | 0.30 245 | 0.19 446 | 0.05 218 | 0.23 215 | 0.24 39 |
|
| DMCA |  | 8.96 400 | 2.60 423 | 11.84 422 | 5.61 282 | 4.25 422 | 11.09 378 | 4.36 374 | 25.89 441 | 20.23 389 | 17.10 401 | 20.96 366 | 17.55 424 | 11.92 420 | 11.47 283 | 12.27 477 | 0.60 454 | 0.09 149 | 0.35 497 | 0.05 218 | 0.48 365 | 0.57 127 |
|
| GES |  | 9.01 401 | 2.61 427 | 12.88 447 | 6.76 393 | 2.02 265 | 13.08 411 | 6.33 437 | 22.23 401 | 22.21 412 | 19.80 463 | 26.73 439 | 8.97 272 | 11.01 391 | 14.41 418 | 8.35 404 | 0.54 438 | 0.10 160 | 0.30 490 | 0.15 304 | 0.82 470 | 0.99 248 |
|
| GrayStereo |  | 9.02 402 | 1.35 141 | 7.73 240 | 8.62 489 | 2.88 343 | 10.28 358 | 10.99 538 | 18.66 344 | 16.36 341 | 22.78 514 | 30.63 489 | 17.56 425 | 12.19 425 | 11.50 290 | 5.08 312 | 0.09 224 | 0.02 41 | 0.19 446 | 0.78 545 | 0.33 278 | 2.37 509 |
|
| DEmStereo |  | 9.07 403 | 1.70 210 | 10.89 386 | 4.86 218 | 1.23 145 | 11.51 385 | 5.70 413 | 14.24 255 | 27.02 472 | 22.33 510 | 32.56 523 | 11.70 314 | 15.04 482 | 11.83 303 | 8.53 407 | 0.31 364 | 0.16 194 | 0.02 258 | 0.09 258 | 0.11 133 | 1.47 356 |
|
| RAFT |  | 9.07 403 | 2.76 432 | 10.38 361 | 8.89 499 | 1.24 148 | 13.48 420 | 8.19 491 | 17.14 318 | 17.29 353 | 23.01 517 | 19.34 342 | 20.06 459 | 11.13 396 | 17.79 498 | 6.43 367 | 0.09 224 | 1.12 511 | 0.28 481 | 0.02 165 | 0.79 462 | 1.94 435 |
|
| iRaft-Stereo_5w |  | 9.10 405 | 2.33 384 | 10.69 377 | 6.64 382 | 4.47 441 | 4.74 157 | 10.72 532 | 16.71 311 | 16.97 351 | 15.39 351 | 26.15 429 | 21.25 469 | 12.59 434 | 16.38 461 | 12.90 487 | 0.85 500 | 0.51 302 | 0.08 352 | 0.22 355 | 0.95 485 | 1.53 368 |
|
| HCRNet |  | 9.13 406 | 1.82 248 | 8.73 275 | 14.95 609 | 5.22 483 | 10.66 370 | 2.49 293 | 26.57 456 | 18.64 373 | 16.31 372 | 25.51 423 | 18.42 439 | 11.15 397 | 13.53 392 | 7.25 380 | 0.10 237 | 0.04 71 | 0.10 376 | 0.02 165 | 0.27 245 | 0.76 172 |
|
| SFCPSM |  | 9.16 407 | 1.72 219 | 12.32 436 | 5.64 286 | 3.51 378 | 16.58 490 | 6.93 458 | 31.11 516 | 26.15 463 | 17.05 400 | 20.08 349 | 11.05 304 | 9.94 380 | 12.55 347 | 6.05 347 | 0.36 382 | 0.17 198 | 0.37 499 | 0.22 355 | 0.40 330 | 1.01 252 |
|
| KYRaft |  | 9.17 408 | 1.39 147 | 7.74 241 | 7.07 419 | 1.03 114 | 8.05 332 | 7.90 483 | 23.72 421 | 9.22 238 | 21.43 496 | 31.08 496 | 22.52 484 | 8.03 343 | 12.21 324 | 3.16 223 | 0.10 237 | 0.02 41 | 0.05 310 | 0.67 537 | 0.46 360 | 17.51 655 |
|
| CrosDoStereo |  | 9.41 409 | 1.65 199 | 8.83 278 | 5.19 252 | 1.13 127 | 7.34 312 | 14.47 578 | 16.33 299 | 24.64 442 | 24.44 533 | 33.36 533 | 13.18 350 | 13.52 450 | 12.56 348 | 9.08 418 | 0.06 166 | 0.11 168 | 0.09 363 | 0.04 200 | 0.41 334 | 1.73 392 |
|
| DeepStereo_LL |  | 9.41 409 | 1.65 199 | 8.83 278 | 5.19 252 | 1.13 127 | 7.34 312 | 14.47 578 | 16.33 299 | 24.64 442 | 24.44 533 | 33.36 533 | 13.18 350 | 13.52 450 | 12.56 348 | 9.08 418 | 0.06 166 | 0.11 168 | 0.09 363 | 0.04 200 | 0.41 334 | 1.73 392 |
|
| DRaft |  | 9.41 409 | 1.56 184 | 10.09 344 | 4.18 165 | 0.92 97 | 12.87 406 | 5.68 412 | 17.40 325 | 29.75 494 | 21.24 492 | 38.12 574 | 9.96 289 | 13.97 468 | 11.81 302 | 8.08 395 | 0.66 470 | 0.30 245 | 0.07 344 | 0.26 397 | 0.33 278 | 0.88 198 |
|
| rvit_stereo_0075_2 |  | 9.46 412 | 4.16 503 | 20.27 553 | 12.15 584 | 8.82 598 | 5.72 237 | 4.24 369 | 23.21 416 | 18.05 359 | 12.37 285 | 28.80 461 | 16.10 397 | 8.43 353 | 14.57 424 | 8.89 412 | 0.58 444 | 0.34 256 | 0.52 515 | 0.08 250 | 0.44 349 | 1.41 341 |
|
| test_sample3 |  | 9.46 412 | 2.24 362 | 11.38 402 | 5.72 304 | 2.79 337 | 18.29 514 | 5.20 401 | 27.54 468 | 21.43 399 | 18.03 426 | 21.98 389 | 16.47 402 | 11.22 399 | 13.58 396 | 9.99 439 | 0.24 338 | 0.96 430 | 0.05 310 | 0.17 318 | 0.47 363 | 1.39 335 |
|
| THIR-Stereo |  | 9.52 414 | 2.21 356 | 9.26 306 | 5.38 267 | 0.85 88 | 15.55 458 | 11.50 550 | 16.88 314 | 21.74 407 | 24.45 535 | 31.96 511 | 14.20 364 | 13.85 463 | 11.89 307 | 8.54 408 | 0.14 272 | 0.25 231 | 0.10 376 | 0.05 218 | 0.40 330 | 1.11 284 |
|
| DFGA-Net |  | 9.58 415 | 4.57 512 | 19.91 550 | 6.37 356 | 4.05 407 | 11.38 382 | 2.98 322 | 26.08 444 | 29.76 495 | 17.13 402 | 19.22 336 | 9.43 279 | 7.17 326 | 16.49 467 | 13.39 490 | 0.13 268 | 0.00 1 | 0.06 324 | 0.13 282 | 1.89 533 | 1.46 352 |
|
| MyStereo04 |  | 9.58 415 | 2.38 398 | 10.28 356 | 6.63 379 | 4.77 460 | 6.47 288 | 9.60 510 | 32.50 535 | 42.15 591 | 14.59 338 | 12.10 265 | 11.92 321 | 11.87 419 | 14.80 436 | 8.14 398 | 0.09 224 | 1.33 560 | 0.03 280 | 0.32 440 | 0.74 451 | 0.93 220 |
|
| CoDeX |  | 9.58 415 | 2.12 330 | 10.82 382 | 6.52 366 | 3.76 388 | 16.55 489 | 6.82 453 | 26.62 457 | 25.63 458 | 17.50 410 | 25.62 424 | 14.70 373 | 11.81 418 | 12.82 358 | 7.88 390 | 0.42 406 | 0.20 207 | 0.15 423 | 0.02 165 | 0.36 302 | 1.28 316 |
|
| Selective-IGEV-i1 |  | 9.59 418 | 1.71 211 | 12.10 431 | 6.85 402 | 3.93 401 | 14.86 440 | 10.78 533 | 24.93 433 | 29.82 496 | 15.59 361 | 20.50 360 | 18.97 447 | 6.41 297 | 11.79 301 | 6.76 374 | 0.22 331 | 1.26 549 | 0.93 551 | 1.50 587 | 0.32 271 | 2.49 522 |
|
| anonymousa |  | 9.61 419 | 2.06 312 | 9.20 303 | 5.24 257 | 6.67 552 | 15.03 451 | 4.18 368 | 19.08 348 | 21.43 399 | 19.03 449 | 30.96 495 | 21.49 472 | 14.23 471 | 11.12 264 | 8.61 410 | 0.08 212 | 1.24 547 | 0.29 486 | 0.69 538 | 0.18 193 | 1.48 359 |
|
| MyStereo05 |  | 9.63 420 | 2.25 366 | 10.26 354 | 6.69 387 | 4.74 458 | 7.75 323 | 9.60 510 | 31.51 524 | 41.00 584 | 17.45 408 | 13.02 273 | 10.28 294 | 12.27 428 | 14.74 432 | 7.68 385 | 0.09 224 | 1.32 556 | 0.02 258 | 0.26 397 | 0.84 474 | 0.92 213 |
|
| rvit_0105_3 |  | 9.68 421 | 4.32 508 | 19.50 545 | 12.22 585 | 1.90 252 | 9.16 346 | 8.63 492 | 19.21 352 | 30.92 507 | 15.42 352 | 14.72 286 | 18.81 444 | 12.18 424 | 15.98 452 | 7.12 378 | 0.67 472 | 0.42 281 | 0.01 221 | 0.49 511 | 0.56 396 | 1.40 338 |
|
| test_sample4 |  | 9.81 422 | 2.27 371 | 11.39 403 | 5.70 303 | 2.74 327 | 17.40 502 | 5.20 401 | 28.01 474 | 21.50 401 | 18.70 439 | 28.46 457 | 14.96 378 | 12.86 439 | 13.80 403 | 9.68 435 | 0.24 338 | 0.97 434 | 0.06 324 | 0.16 313 | 0.51 379 | 1.48 359 |
|
| DispNO |  | 9.82 423 | 2.57 419 | 17.77 526 | 6.22 341 | 5.73 509 | 11.89 391 | 4.77 388 | 25.54 438 | 21.70 406 | 17.56 413 | 21.28 370 | 18.01 432 | 13.83 462 | 17.46 489 | 9.91 438 | 0.35 379 | 0.16 194 | 0.03 280 | 0.12 277 | 0.51 379 | 1.05 266 |
|
| BUS |  | 9.86 424 | 1.86 255 | 9.14 298 | 7.14 422 | 4.12 415 | 19.47 524 | 2.69 306 | 34.15 558 | 23.28 423 | 18.82 444 | 21.95 386 | 14.37 368 | 11.63 410 | 14.72 429 | 12.39 478 | 0.36 382 | 0.13 179 | 0.15 423 | 0.04 200 | 0.37 308 | 0.46 99 |
|
| CFNet_pseudo |  | 9.92 425 | 2.21 356 | 11.76 417 | 5.09 242 | 2.93 348 | 14.43 435 | 3.12 325 | 27.16 462 | 32.52 522 | 17.58 415 | 22.81 399 | 21.97 477 | 9.29 371 | 13.06 373 | 8.34 402 | 0.23 333 | 0.46 287 | 1.23 572 | 0.27 411 | 2.89 557 | 0.99 248 |
|
| ccs_rob |  | 9.95 426 | 2.21 356 | 11.74 416 | 5.11 246 | 2.91 344 | 14.48 437 | 3.21 332 | 27.26 464 | 32.72 526 | 17.53 411 | 22.70 395 | 21.96 476 | 9.25 370 | 12.99 365 | 8.34 402 | 0.23 333 | 0.45 285 | 1.38 577 | 0.28 416 | 3.13 565 | 1.07 271 |
|
| G2L-ROB |  | 9.96 427 | 2.29 374 | 9.59 322 | 6.06 329 | 4.08 410 | 12.02 394 | 7.60 478 | 29.90 500 | 18.79 375 | 20.31 471 | 22.15 393 | 22.44 482 | 13.11 445 | 17.47 490 | 12.03 470 | 0.03 72 | 0.01 13 | 0.01 221 | 0.02 165 | 0.27 245 | 1.07 271 |
|
| MSMDNet |  | 9.96 427 | 2.08 317 | 11.66 415 | 5.39 268 | 2.92 345 | 16.50 488 | 2.89 317 | 29.73 496 | 34.55 544 | 17.86 421 | 21.91 384 | 18.86 445 | 8.36 351 | 13.06 373 | 7.74 387 | 0.24 338 | 0.47 290 | 0.66 529 | 0.24 376 | 3.07 561 | 1.04 263 |
|
| MLCV |  | 9.96 427 | 3.33 472 | 14.77 477 | 5.75 308 | 1.62 211 | 14.91 443 | 1.31 138 | 22.06 398 | 24.83 444 | 22.51 511 | 31.57 505 | 17.20 413 | 8.07 344 | 17.07 482 | 12.11 472 | 0.48 420 | 0.01 13 | 0.05 310 | 0.05 218 | 0.48 365 | 1.10 279 |
|
| PCWNet_CMD |  | 9.97 430 | 2.08 317 | 11.61 414 | 5.36 266 | 2.92 345 | 16.39 484 | 2.94 321 | 29.76 497 | 34.38 541 | 17.83 418 | 21.86 382 | 18.91 446 | 8.27 349 | 13.01 367 | 7.73 386 | 0.23 333 | 0.46 287 | 0.79 537 | 0.25 391 | 3.46 575 | 1.12 289 |
|
| UCFNet_RVC |  | 10.01 431 | 2.81 435 | 6.11 139 | 7.31 434 | 3.92 399 | 16.80 493 | 8.00 485 | 28.68 481 | 20.81 393 | 16.57 381 | 23.35 403 | 25.82 520 | 13.06 444 | 13.55 394 | 9.18 421 | 0.12 260 | 0.06 113 | 1.19 566 | 0.32 440 | 1.47 516 | 1.06 268 |
|
| test_sample5 |  | 10.07 432 | 2.24 362 | 11.22 400 | 5.82 314 | 2.68 324 | 16.15 475 | 5.79 418 | 27.87 472 | 21.59 404 | 19.26 455 | 32.74 526 | 15.92 395 | 12.97 440 | 14.33 414 | 9.26 424 | 0.27 353 | 0.98 438 | 0.07 344 | 0.17 318 | 0.57 398 | 1.49 362 |
|
| Anonymous3 |  | 10.07 432 | 4.14 502 | 31.49 598 | 9.77 521 | 5.11 476 | 25.00 565 | 11.85 553 | 25.20 435 | 19.24 380 | 10.80 271 | 14.78 287 | 7.92 258 | 8.68 358 | 14.40 417 | 6.12 350 | 3.25 600 | 1.40 569 | 0.08 352 | 0.06 230 | 0.81 467 | 1.30 319 |
|
| BEATNet_4x |  | 10.11 434 | 5.82 538 | 14.80 479 | 6.14 334 | 1.55 198 | 13.87 426 | 5.98 426 | 26.24 448 | 18.35 361 | 16.53 380 | 25.41 422 | 18.01 432 | 13.78 461 | 18.01 499 | 12.39 478 | 0.48 420 | 0.18 201 | 0.81 543 | 0.11 274 | 2.02 537 | 1.70 389 |
|
| GANet-RSSM |  | 10.17 435 | 2.02 299 | 8.21 259 | 7.09 421 | 5.57 502 | 13.17 414 | 7.29 470 | 27.27 465 | 19.65 383 | 15.81 365 | 28.83 462 | 26.18 523 | 16.33 502 | 14.58 426 | 9.28 428 | 0.25 345 | 0.27 234 | 0.16 432 | 0.04 200 | 0.65 428 | 0.72 162 |
|
| DualNet |  | 10.19 436 | 2.24 362 | 11.22 400 | 5.82 314 | 2.68 324 | 16.15 475 | 5.79 418 | 27.87 472 | 21.59 404 | 20.28 465 | 34.11 543 | 15.92 395 | 12.97 440 | 14.33 414 | 9.26 424 | 0.27 353 | 0.98 438 | 0.07 344 | 0.17 318 | 0.57 398 | 1.49 362 |
|
| DCVSM-stereo |  | 10.23 437 | 2.16 345 | 12.54 445 | 6.23 342 | 3.65 382 | 12.01 393 | 3.56 348 | 19.41 358 | 23.18 421 | 24.08 530 | 19.88 347 | 29.55 542 | 18.82 536 | 14.49 422 | 10.42 447 | 0.25 345 | 1.17 521 | 0.28 481 | 0.06 230 | 0.82 470 | 2.07 469 |
|
| gwcnet-sp |  | 10.26 438 | 3.56 484 | 15.31 492 | 6.59 373 | 4.30 425 | 15.71 461 | 5.71 415 | 26.09 445 | 25.15 448 | 21.68 498 | 21.77 375 | 15.01 379 | 16.42 505 | 15.21 443 | 10.76 454 | 0.12 260 | 0.20 207 | 0.02 258 | 0.09 258 | 0.63 422 | 0.86 191 |
|
| scenet |  | 10.26 438 | 3.56 484 | 15.31 492 | 6.59 373 | 4.30 425 | 15.71 461 | 5.71 415 | 26.09 445 | 25.15 448 | 21.68 498 | 21.77 375 | 15.01 379 | 16.42 505 | 15.21 443 | 10.76 454 | 0.12 260 | 0.20 207 | 0.02 258 | 0.09 258 | 0.63 422 | 0.86 191 |
|
| ssnet |  | 10.26 438 | 3.56 484 | 15.31 492 | 6.59 373 | 4.30 425 | 15.71 461 | 5.71 415 | 26.09 445 | 25.15 448 | 21.68 498 | 21.77 375 | 15.01 379 | 16.42 505 | 15.21 443 | 10.76 454 | 0.12 260 | 0.20 207 | 0.02 258 | 0.09 258 | 0.63 422 | 0.86 191 |
|
| PSMNet-ADL |  | 10.30 441 | 2.32 382 | 7.83 245 | 9.69 518 | 4.44 436 | 16.04 468 | 4.16 366 | 27.57 469 | 25.08 446 | 15.16 346 | 19.04 334 | 25.28 516 | 13.63 456 | 16.49 467 | 15.33 503 | 0.86 503 | 0.81 389 | 0.01 221 | 0.04 200 | 0.33 278 | 1.81 403 |
|
| Selective-IGEV-i16pc |  | 10.31 442 | 2.09 319 | 16.09 506 | 6.24 345 | 1.71 226 | 36.66 627 | 11.25 543 | 20.25 374 | 27.75 479 | 10.40 263 | 21.87 383 | 15.56 390 | 6.93 322 | 14.75 433 | 8.45 406 | 2.59 589 | 0.94 428 | 0.26 472 | 0.53 519 | 0.78 459 | 1.08 273 |
|
| ff1 |  | 10.31 442 | 2.34 387 | 12.99 451 | 6.28 347 | 3.81 391 | 12.43 398 | 7.47 474 | 19.77 363 | 16.80 347 | 16.64 386 | 32.03 513 | 17.29 414 | 11.78 414 | 17.54 491 | 24.30 570 | 0.05 129 | 1.17 521 | 0.80 539 | 0.37 470 | 0.29 259 | 2.07 469 |
|
| PSMNet-RSSM |  | 10.31 442 | 2.47 407 | 7.79 243 | 7.85 464 | 4.38 433 | 10.47 363 | 6.67 446 | 29.67 494 | 22.25 413 | 16.62 384 | 33.75 539 | 23.30 491 | 14.58 476 | 13.91 406 | 10.56 448 | 0.23 333 | 0.09 149 | 0.07 344 | 0.24 376 | 0.87 477 | 0.48 104 |
|
| IER |  | 10.32 445 | 2.06 312 | 11.88 424 | 4.95 231 | 5.34 486 | 13.34 417 | 6.11 428 | 27.47 467 | 23.59 429 | 20.37 473 | 30.03 479 | 16.50 403 | 20.42 555 | 14.24 411 | 8.81 411 | 0.16 287 | 0.03 58 | 0.18 440 | 0.10 267 | 0.27 245 | 0.56 121 |
|
| BSDual-CNN |  | 10.33 446 | 1.86 255 | 9.14 298 | 7.14 422 | 4.12 415 | 15.83 466 | 8.93 497 | 34.15 558 | 23.28 423 | 18.82 444 | 21.95 386 | 22.14 479 | 13.58 454 | 14.72 429 | 9.53 432 | 0.36 382 | 0.13 179 | 0.15 423 | 0.04 200 | 0.37 308 | 0.46 99 |
|
| psmg |  | 10.36 447 | 1.86 255 | 9.14 298 | 5.58 280 | 4.12 415 | 15.74 465 | 7.65 479 | 30.05 502 | 23.28 423 | 21.80 502 | 26.26 431 | 22.14 479 | 13.58 454 | 14.72 429 | 9.53 432 | 0.36 382 | 0.13 179 | 0.17 435 | 0.04 200 | 0.44 349 | 0.67 145 |
|
| CFNet-ft |   | 10.46 448 | 3.02 453 | 7.10 205 | 7.69 453 | 5.42 492 | 16.93 494 | 5.92 423 | 22.83 410 | 22.31 414 | 15.81 365 | 30.40 484 | 26.42 526 | 15.19 485 | 13.60 398 | 12.18 474 | 0.14 272 | 0.10 160 | 1.87 584 | 0.34 454 | 1.22 501 | 0.73 165 |
|
| CFNet_RVC |  | 10.46 448 | 3.02 453 | 7.10 205 | 7.69 453 | 5.42 492 | 16.93 494 | 5.92 423 | 22.82 409 | 22.31 414 | 15.81 365 | 30.40 484 | 26.41 525 | 15.19 485 | 13.60 398 | 12.19 475 | 0.14 272 | 0.10 160 | 1.87 584 | 0.34 454 | 1.22 501 | 0.73 165 |
|
| test_sample6 |  | 10.49 450 | 2.24 362 | 11.49 406 | 5.91 321 | 2.48 310 | 16.12 474 | 6.37 440 | 28.98 485 | 22.48 416 | 20.28 465 | 34.11 543 | 17.08 411 | 13.28 447 | 14.57 424 | 10.61 451 | 0.32 368 | 0.95 429 | 0.10 376 | 0.19 340 | 0.59 407 | 1.61 376 |
|
| UGAM |  | 10.51 451 | 1.74 223 | 10.16 345 | 7.06 417 | 4.44 436 | 6.56 293 | 11.34 545 | 16.06 293 | 27.83 480 | 21.09 489 | 28.18 454 | 23.47 493 | 11.21 398 | 26.86 584 | 11.33 464 | 0.05 129 | 0.49 295 | 0.46 508 | 0.36 465 | 0.44 349 | 0.97 241 |
|
| qqq1 |  | 10.51 451 | 1.90 266 | 14.85 480 | 4.89 223 | 1.48 183 | 14.92 444 | 3.21 332 | 31.03 511 | 30.74 503 | 20.28 465 | 29.37 468 | 18.33 435 | 14.54 472 | 16.56 469 | 4.42 289 | 0.41 400 | 1.20 536 | 0.00 1 | 0.14 295 | 0.39 325 | 1.60 373 |
|
| fff1 |  | 10.51 451 | 1.90 266 | 14.85 480 | 4.89 223 | 1.48 183 | 14.92 444 | 3.21 332 | 31.03 511 | 30.74 503 | 20.28 465 | 29.37 468 | 18.33 435 | 14.54 472 | 16.56 469 | 4.42 289 | 0.41 400 | 1.20 536 | 0.00 1 | 0.14 295 | 0.39 325 | 1.60 373 |
|
| UDGNet |  | 10.51 451 | 14.75 618 | 11.91 425 | 10.29 535 | 2.78 336 | 7.93 329 | 1.94 255 | 19.31 357 | 34.57 545 | 17.74 416 | 13.70 279 | 13.56 359 | 7.30 330 | 13.52 391 | 7.18 379 | 5.80 622 | 0.11 168 | 12.86 645 | 2.76 607 | 9.87 626 | 2.34 505 |
|
| ICVP |  | 10.54 455 | 2.11 326 | 7.49 229 | 9.62 516 | 3.41 373 | 13.85 425 | 6.34 438 | 26.81 459 | 23.24 422 | 16.90 392 | 31.76 509 | 27.31 535 | 12.81 438 | 12.18 322 | 12.47 482 | 1.59 564 | 0.58 328 | 0.19 446 | 0.13 282 | 0.63 422 | 1.45 349 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| CFNet_ucs |  | 10.56 456 | 2.15 340 | 12.88 447 | 5.55 278 | 4.11 413 | 15.24 454 | 3.93 358 | 28.55 479 | 32.41 520 | 18.70 439 | 24.95 417 | 22.99 486 | 9.66 378 | 14.22 410 | 8.13 397 | 0.29 360 | 0.84 399 | 1.63 581 | 0.23 366 | 3.43 574 | 1.31 321 |
|
| G2L-Stereo |  | 10.65 457 | 2.78 433 | 11.19 398 | 7.63 449 | 4.24 421 | 8.87 342 | 9.35 508 | 29.83 499 | 23.03 420 | 19.75 461 | 26.33 435 | 23.15 490 | 12.08 421 | 16.39 462 | 16.43 514 | 0.34 377 | 0.04 71 | 0.09 363 | 0.01 127 | 0.41 334 | 1.05 266 |
|
| cf-r |  | 10.67 458 | 2.34 387 | 9.77 329 | 6.17 337 | 5.79 513 | 12.94 408 | 5.14 395 | 25.21 437 | 27.86 481 | 17.84 419 | 32.03 513 | 25.81 519 | 15.91 496 | 12.22 325 | 12.56 484 | 0.17 294 | 0.19 206 | 0.05 310 | 0.06 230 | 0.59 407 | 0.72 162 |
|
| RAFT + AFF |  | 10.71 459 | 4.59 514 | 18.51 533 | 10.52 543 | 5.02 472 | 13.14 413 | 11.12 541 | 26.24 448 | 27.48 476 | 15.09 345 | 16.07 301 | 19.83 456 | 11.23 400 | 17.09 483 | 10.38 444 | 0.45 415 | 1.45 580 | 0.65 528 | 0.23 366 | 2.31 548 | 2.74 534 |
|
| hknet |  | 10.77 460 | 1.95 278 | 11.80 419 | 7.14 422 | 3.83 395 | 15.83 466 | 8.93 497 | 34.15 558 | 22.70 418 | 18.82 444 | 21.95 386 | 23.13 488 | 17.03 514 | 16.94 480 | 9.85 437 | 0.28 356 | 0.13 179 | 0.15 423 | 0.04 200 | 0.37 308 | 0.46 99 |
|
| ACVNet |  | 10.83 461 | 2.25 366 | 7.10 205 | 6.43 362 | 3.02 356 | 13.17 414 | 3.75 351 | 22.83 410 | 35.15 551 | 15.81 365 | 30.67 490 | 24.65 503 | 15.77 494 | 16.47 465 | 18.13 527 | 0.16 287 | 0.01 13 | 0.06 324 | 0.07 240 | 0.65 428 | 0.43 90 |
|
| AdaStereo |  | 10.85 462 | 4.57 512 | 10.79 379 | 9.59 515 | 3.46 375 | 17.49 503 | 6.29 433 | 32.70 538 | 26.07 462 | 19.04 450 | 26.55 437 | 19.60 455 | 10.12 384 | 17.71 497 | 10.38 444 | 1.00 526 | 0.05 86 | 0.42 503 | 0.02 165 | 0.70 440 | 0.46 99 |
| 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. |
| G2L-Stereo_test |  | 11.01 463 | 2.34 387 | 9.34 309 | 5.12 248 | 4.31 428 | 12.30 396 | 13.21 569 | 33.14 548 | 23.33 426 | 23.77 527 | 25.10 418 | 21.80 474 | 13.91 466 | 16.39 462 | 14.37 494 | 0.09 224 | 0.06 113 | 0.01 221 | 0.02 165 | 0.38 320 | 1.16 293 |
|
| SMFormer |  | 11.03 464 | 1.90 266 | 14.85 480 | 4.89 223 | 1.48 183 | 14.92 444 | 3.21 332 | 31.03 511 | 30.74 503 | 20.28 465 | 29.37 468 | 18.33 435 | 14.54 472 | 16.56 469 | 14.46 496 | 0.41 400 | 1.20 536 | 0.28 481 | 0.24 376 | 0.45 355 | 1.47 356 |
|
| tta |  | 11.03 464 | 1.90 266 | 14.85 480 | 4.89 223 | 1.48 183 | 14.92 444 | 3.21 332 | 31.03 511 | 30.73 502 | 20.28 465 | 29.37 468 | 18.33 435 | 14.54 472 | 16.56 469 | 14.46 496 | 0.41 400 | 1.20 536 | 0.28 481 | 0.24 376 | 0.39 325 | 1.60 373 |
|
| iResNet |  | 11.06 466 | 4.16 503 | 16.83 513 | 7.89 467 | 2.23 289 | 15.59 459 | 9.17 505 | 24.49 430 | 29.14 491 | 20.78 479 | 31.13 498 | 16.87 409 | 11.58 407 | 15.45 447 | 12.50 483 | 0.64 466 | 0.05 86 | 0.02 258 | 0.10 267 | 0.79 462 | 1.71 390 |
|
| DDVS |  | 11.10 467 | 3.37 475 | 13.49 459 | 7.49 445 | 4.07 408 | 16.17 477 | 2.73 310 | 24.18 426 | 17.91 357 | 21.37 494 | 30.15 481 | 31.23 558 | 8.50 355 | 19.92 519 | 15.00 501 | 0.82 496 | 1.56 590 | 0.08 352 | 0.22 355 | 0.84 474 | 2.84 538 |
|
| test_sample7 |  | 11.16 468 | 2.69 429 | 11.55 412 | 5.82 314 | 2.21 288 | 15.39 456 | 9.15 503 | 29.36 488 | 25.26 451 | 24.82 537 | 21.48 372 | 24.89 507 | 18.88 539 | 14.41 418 | 11.06 461 | 0.78 489 | 1.96 604 | 0.43 504 | 0.14 295 | 0.73 447 | 2.20 490 |
|
| CFNet |  | 11.23 469 | 3.41 477 | 10.68 376 | 7.08 420 | 4.22 419 | 17.38 501 | 4.83 391 | 31.29 521 | 31.29 510 | 19.15 452 | 26.85 440 | 24.06 499 | 13.75 459 | 16.23 456 | 12.22 476 | 0.26 349 | 0.05 86 | 0.44 505 | 0.09 258 | 0.92 481 | 0.41 84 |
|
| AACVNet |  | 11.24 470 | 3.71 492 | 11.56 413 | 9.45 511 | 3.35 369 | 11.67 388 | 4.88 392 | 23.23 417 | 14.00 305 | 28.19 572 | 29.90 478 | 30.39 553 | 18.03 529 | 20.04 521 | 13.22 488 | 0.50 428 | 0.21 215 | 0.23 463 | 0.07 240 | 0.75 455 | 1.52 367 |
|
| DeepPruner_ROB |  | 11.28 471 | 5.83 539 | 15.23 488 | 6.93 410 | 4.50 442 | 10.08 353 | 6.62 445 | 36.65 591 | 20.17 388 | 18.12 428 | 27.95 450 | 23.10 487 | 13.43 449 | 20.08 522 | 11.90 469 | 1.16 548 | 0.51 302 | 0.23 463 | 0.17 318 | 1.11 495 | 1.91 426 |
|
| RT-IGEV |  | 11.29 472 | 1.98 287 | 13.89 464 | 6.68 386 | 2.74 327 | 23.76 555 | 14.86 583 | 30.79 510 | 25.77 459 | 22.30 509 | 20.26 352 | 24.90 510 | 14.02 470 | 13.76 402 | 5.65 337 | 0.19 316 | 0.99 453 | 0.05 310 | 0.73 542 | 0.53 383 | 1.88 419 |
|
| GMStereo_Zeroshot |   | 11.32 473 | 8.59 579 | 21.66 563 | 10.06 526 | 2.53 314 | 12.38 397 | 1.43 148 | 21.36 394 | 21.50 401 | 23.48 522 | 35.74 557 | 24.85 506 | 6.12 286 | 20.48 529 | 8.28 400 | 0.83 497 | 0.02 41 | 0.25 470 | 0.01 127 | 6.33 606 | 0.53 114 |
|
| LMCR-Stereo |   | 11.32 473 | 4.98 524 | 11.87 423 | 14.09 597 | 4.01 405 | 16.97 498 | 5.70 413 | 26.41 453 | 23.41 427 | 22.57 513 | 22.11 392 | 15.18 383 | 15.44 490 | 21.48 551 | 17.57 523 | 2.29 581 | 0.04 71 | 0.00 1 | 0.03 181 | 1.53 520 | 0.65 141 |
|
| LL-Strereo |  | 11.34 475 | 4.25 506 | 13.90 465 | 9.09 502 | 6.20 536 | 7.31 311 | 8.93 497 | 35.93 579 | 30.30 498 | 16.93 394 | 15.83 298 | 21.85 475 | 17.45 524 | 21.92 555 | 10.25 442 | 0.43 408 | 1.47 583 | 0.74 534 | 0.08 250 | 1.15 496 | 2.71 532 |
|
| GwcNet-RSSM |  | 11.34 475 | 2.72 431 | 10.26 354 | 7.24 432 | 5.38 488 | 12.67 403 | 6.70 449 | 26.70 458 | 31.93 516 | 17.56 413 | 34.45 548 | 24.37 502 | 15.77 494 | 13.70 400 | 15.31 502 | 0.19 316 | 0.20 207 | 0.14 418 | 0.05 218 | 0.81 467 | 0.64 138 |
|
| HSM-Net_RVC |   | 11.37 477 | 1.57 185 | 6.32 155 | 5.99 326 | 2.67 323 | 20.99 536 | 7.19 466 | 28.50 477 | 28.64 488 | 21.03 488 | 25.84 426 | 33.64 582 | 16.37 504 | 16.83 477 | 10.76 454 | 0.21 326 | 0.08 138 | 0.02 258 | 0.00 1 | 0.16 179 | 0.55 118 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| NINENet |  | 11.46 478 | 3.02 453 | 11.83 421 | 8.45 484 | 5.40 489 | 19.47 524 | 2.69 306 | 39.63 615 | 34.82 546 | 19.11 451 | 27.64 446 | 14.37 368 | 11.63 410 | 16.21 455 | 12.39 478 | 0.94 519 | 0.21 215 | 0.29 486 | 0.00 1 | 0.48 365 | 0.55 118 |
|
| ToySt |  | 11.51 479 | 2.48 410 | 17.84 527 | 6.10 332 | 2.09 269 | 16.11 473 | 12.36 559 | 25.07 434 | 28.25 485 | 15.22 348 | 25.16 419 | 25.51 517 | 15.98 498 | 17.63 496 | 15.46 505 | 0.19 316 | 1.08 494 | 0.04 299 | 0.31 438 | 0.66 433 | 2.67 529 |
|
| DAS |  | 11.51 479 | 2.60 423 | 15.62 498 | 9.37 509 | 6.27 543 | 16.04 468 | 7.71 480 | 22.70 407 | 33.92 535 | 19.53 457 | 29.03 463 | 19.51 453 | 19.10 543 | 17.44 487 | 8.98 414 | 0.78 489 | 0.02 41 | 0.29 486 | 0.01 127 | 0.48 365 | 0.81 180 |
|
| ac_64 |  | 11.57 481 | 2.13 336 | 11.77 418 | 8.79 495 | 5.51 499 | 19.40 522 | 6.29 433 | 24.72 432 | 15.20 319 | 23.50 523 | 24.91 414 | 33.07 576 | 16.82 511 | 19.33 514 | 17.78 525 | 0.53 432 | 0.15 191 | 0.02 258 | 0.03 181 | 0.35 291 | 1.03 262 |
|
| mmx |  | 11.59 482 | 2.34 387 | 12.99 451 | 6.28 347 | 3.81 391 | 12.43 398 | 7.47 474 | 32.76 540 | 28.92 489 | 16.64 386 | 32.03 513 | 17.29 414 | 11.78 414 | 17.54 491 | 24.30 570 | 0.24 338 | 1.21 542 | 0.80 539 | 0.37 470 | 0.65 428 | 1.89 422 |
|
| xxx |   | 11.59 482 | 2.34 387 | 12.99 451 | 6.28 347 | 3.81 391 | 12.43 398 | 7.47 474 | 32.75 539 | 28.92 489 | 16.64 386 | 32.03 513 | 17.29 414 | 11.78 414 | 17.54 491 | 24.30 570 | 0.24 338 | 1.21 542 | 0.80 539 | 0.37 470 | 0.65 428 | 1.89 422 |
|
| NOSS_ROB |  | 11.76 484 | 4.63 516 | 8.14 258 | 7.46 442 | 2.92 345 | 17.82 507 | 10.55 529 | 30.45 506 | 34.08 539 | 16.37 374 | 19.97 348 | 23.14 489 | 16.31 500 | 18.22 504 | 10.67 453 | 2.98 595 | 1.84 598 | 3.39 610 | 1.64 592 | 2.24 544 | 2.37 509 |
|
| ITSA-stereo |  | 11.88 485 | 2.48 410 | 11.96 428 | 6.54 367 | 1.92 254 | 13.33 416 | 4.81 390 | 37.17 597 | 49.04 619 | 18.70 439 | 18.52 330 | 21.69 473 | 12.63 435 | 16.77 475 | 15.60 507 | 0.53 432 | 0.40 268 | 0.32 493 | 0.33 449 | 1.07 492 | 3.89 570 |
|
| HSM |  | 11.89 486 | 2.32 382 | 8.70 273 | 6.70 390 | 4.10 412 | 16.45 486 | 8.06 487 | 30.42 505 | 20.31 391 | 23.35 521 | 26.42 436 | 41.60 625 | 17.59 526 | 20.66 532 | 9.57 434 | 0.11 245 | 0.03 58 | 0.01 221 | 0.01 127 | 0.24 219 | 1.22 306 |
|
| coex_refinement |  | 12.03 487 | 2.30 377 | 8.72 274 | 8.56 487 | 5.30 485 | 16.95 497 | 7.17 463 | 31.75 527 | 32.48 521 | 18.92 448 | 31.46 503 | 25.97 522 | 12.98 442 | 14.55 423 | 21.39 552 | 0.33 371 | 0.06 113 | 0.02 258 | 0.10 267 | 0.49 374 | 1.18 301 |
|
| SepStereo |  | 12.04 488 | 2.60 423 | 15.62 498 | 9.37 509 | 6.27 543 | 16.04 468 | 7.71 480 | 22.70 407 | 33.92 535 | 19.53 457 | 29.03 463 | 19.51 453 | 19.10 543 | 27.97 590 | 8.98 414 | 0.78 489 | 0.02 41 | 0.29 486 | 0.01 127 | 0.48 365 | 0.81 180 |
|
| DMCA-RVC |   | 12.06 489 | 4.35 509 | 14.21 472 | 10.52 543 | 4.86 462 | 13.84 424 | 4.33 371 | 25.20 435 | 24.13 435 | 20.56 477 | 29.22 466 | 26.65 528 | 25.85 585 | 17.02 481 | 16.34 512 | 0.41 400 | 0.35 258 | 0.55 518 | 0.24 376 | 0.83 473 | 1.81 403 |
|
| ACV-stereo |  | 12.12 490 | 6.01 545 | 30.51 593 | 7.45 440 | 3.42 374 | 21.69 542 | 6.74 450 | 22.11 400 | 20.81 393 | 17.88 422 | 21.26 369 | 26.73 531 | 17.28 518 | 20.80 536 | 14.16 492 | 0.79 493 | 1.10 504 | 0.17 435 | 0.09 258 | 0.67 435 | 2.66 527 |
|
| 1111x |  | 12.31 491 | 2.33 384 | 12.13 432 | 5.79 310 | 2.84 339 | 15.49 457 | 8.70 493 | 36.34 586 | 29.33 492 | 16.58 382 | 27.52 445 | 26.70 530 | 15.76 493 | 17.21 484 | 24.79 577 | 0.26 349 | 1.37 566 | 0.04 299 | 0.42 495 | 0.46 360 | 2.07 469 |
|
| UPFNet |  | 12.31 491 | 2.15 340 | 11.91 425 | 7.90 468 | 7.21 565 | 20.03 530 | 9.28 506 | 29.44 492 | 27.18 474 | 20.88 482 | 30.86 494 | 21.23 468 | 18.11 530 | 19.60 516 | 17.41 522 | 0.55 440 | 0.57 323 | 0.26 472 | 0.07 240 | 0.67 435 | 0.92 213 |
|
| FADNet-RVC-Resample |  | 12.31 491 | 5.22 527 | 32.28 601 | 10.14 529 | 4.08 410 | 14.97 448 | 6.98 461 | 26.54 455 | 24.42 440 | 23.72 525 | 29.31 467 | 19.87 457 | 15.01 481 | 16.26 460 | 10.61 451 | 0.65 467 | 0.52 305 | 0.48 510 | 0.54 522 | 1.52 519 | 3.09 550 |
|
| RASNet |  | 12.38 494 | 2.58 421 | 12.48 443 | 6.76 393 | 5.97 527 | 16.37 483 | 6.74 450 | 34.99 569 | 22.20 411 | 17.44 407 | 33.11 530 | 22.81 485 | 24.84 576 | 20.33 526 | 18.27 530 | 1.16 548 | 0.05 86 | 0.06 324 | 0.01 127 | 0.27 245 | 1.06 268 |
|
| test_xeample |   | 12.39 495 | 2.09 319 | 10.36 358 | 5.73 305 | 3.06 358 | 18.17 513 | 6.27 432 | 31.98 531 | 24.37 439 | 18.78 443 | 33.92 542 | 19.09 450 | 16.00 499 | 14.60 427 | 39.03 642 | 0.19 316 | 1.32 556 | 0.01 221 | 0.33 449 | 0.36 302 | 2.04 463 |
|
| iResNet_ROB |  | 12.41 496 | 3.19 463 | 12.39 440 | 6.63 379 | 3.72 384 | 16.98 499 | 2.64 302 | 32.29 533 | 38.58 574 | 26.93 562 | 33.73 538 | 26.24 524 | 17.40 521 | 17.36 486 | 8.95 413 | 0.33 371 | 0.01 13 | 0.00 1 | 0.00 1 | 0.40 330 | 0.35 61 |
|
| DSFCA |  | 12.44 497 | 3.00 450 | 14.87 484 | 6.04 328 | 7.03 561 | 17.06 500 | 10.86 537 | 31.11 516 | 32.12 517 | 26.41 557 | 23.81 407 | 22.37 481 | 15.13 484 | 21.13 546 | 13.53 491 | 0.95 522 | 0.66 347 | 0.28 481 | 0.38 480 | 1.21 500 | 0.77 174 |
|
| FADNet_RVC |  | 12.44 497 | 6.19 547 | 40.86 619 | 7.04 414 | 3.69 383 | 11.30 379 | 4.17 367 | 29.67 494 | 27.67 478 | 18.20 430 | 26.04 427 | 13.47 356 | 17.15 515 | 16.85 479 | 14.95 500 | 0.99 524 | 0.75 375 | 0.60 522 | 1.32 582 | 4.18 584 | 3.62 562 |
|
| CBMV_ROB |  | 12.51 499 | 3.86 495 | 7.98 252 | 5.81 312 | 2.99 354 | 16.05 472 | 4.62 382 | 27.61 470 | 31.37 511 | 26.75 560 | 32.62 524 | 23.97 498 | 22.66 569 | 21.14 547 | 12.09 471 | 2.15 578 | 1.78 597 | 2.24 591 | 1.27 581 | 1.64 524 | 1.54 369 |
|
| NLCA_NET_v2_RVC |  | 12.58 500 | 4.09 500 | 18.25 531 | 8.26 478 | 5.83 518 | 14.72 439 | 5.85 421 | 33.49 553 | 27.86 481 | 22.14 507 | 32.16 519 | 24.94 512 | 14.01 469 | 16.19 454 | 16.82 519 | 0.90 510 | 0.35 258 | 0.37 499 | 0.58 530 | 1.51 518 | 3.31 556 |
| 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 |  | 12.59 501 | 2.25 366 | 13.50 460 | 8.30 480 | 6.23 538 | 19.81 528 | 6.34 438 | 26.43 454 | 35.15 551 | 26.38 556 | 30.67 490 | 24.65 503 | 14.91 480 | 16.47 465 | 19.16 539 | 0.16 287 | 0.01 13 | 0.06 324 | 0.07 240 | 0.74 451 | 0.43 90 |
|
| hitnet-ft |   | 12.59 501 | 3.03 456 | 7.87 248 | 7.49 445 | 4.20 418 | 27.41 586 | 3.75 351 | 23.41 420 | 24.15 436 | 21.14 491 | 34.12 545 | 31.93 566 | 19.74 551 | 20.28 525 | 18.13 527 | 0.54 438 | 1.45 580 | 0.35 497 | 0.09 258 | 1.26 504 | 1.41 341 |
|
| xxxx |  | 12.60 503 | 2.03 301 | 10.79 379 | 6.18 339 | 2.86 341 | 21.84 543 | 3.02 323 | 34.55 566 | 25.46 455 | 16.39 375 | 31.58 506 | 26.87 534 | 14.75 478 | 14.00 408 | 37.45 634 | 0.21 326 | 1.36 565 | 0.01 221 | 0.32 440 | 0.35 291 | 2.07 469 |
|
| ISRNet |  | 12.68 504 | 2.57 419 | 19.05 540 | 13.05 592 | 6.24 539 | 7.30 310 | 2.84 315 | 29.80 498 | 32.13 518 | 23.26 520 | 35.61 556 | 24.75 505 | 16.48 508 | 15.81 451 | 14.55 498 | 0.85 500 | 1.01 467 | 2.29 592 | 0.55 526 | 1.08 493 | 4.43 574 |
|
| pcwnet_v2 |  | 12.68 504 | 2.30 377 | 18.36 532 | 8.32 481 | 5.74 511 | 17.73 505 | 4.77 388 | 36.75 594 | 46.28 614 | 20.98 486 | 29.07 465 | 16.62 404 | 13.52 450 | 16.56 469 | 10.30 443 | 0.55 440 | 1.02 476 | 0.34 496 | 0.24 376 | 2.10 540 | 2.11 478 |
|
| Selective-IGEV-i16pb |  | 12.75 506 | 2.16 345 | 18.89 539 | 7.00 413 | 2.16 282 | 35.35 623 | 10.60 530 | 32.86 542 | 36.33 559 | 14.92 341 | 26.97 441 | 19.40 451 | 10.85 390 | 16.60 474 | 13.23 489 | 2.56 588 | 1.00 461 | 0.51 514 | 0.95 559 | 1.16 498 | 1.45 349 |
|
| iResNetv2_ROB |  | 12.78 507 | 4.09 500 | 15.60 496 | 6.44 364 | 3.75 387 | 14.86 440 | 7.17 463 | 34.46 564 | 37.12 561 | 26.06 551 | 34.81 552 | 29.76 543 | 16.32 501 | 14.77 434 | 7.67 384 | 0.31 364 | 0.03 58 | 0.12 402 | 0.01 127 | 0.94 484 | 1.23 309 |
|
| ADLNet |  | 12.84 508 | 2.93 444 | 11.94 427 | 8.87 497 | 6.88 556 | 17.96 508 | 8.85 494 | 34.12 556 | 26.67 469 | 27.81 571 | 26.24 430 | 26.84 533 | 15.04 482 | 17.54 491 | 19.94 543 | 0.59 450 | 0.58 328 | 0.24 467 | 0.11 274 | 0.80 466 | 2.85 540 |
|
| CBFPSM |  | 12.96 509 | 3.37 475 | 30.97 595 | 5.30 261 | 3.22 364 | 22.79 550 | 16.93 600 | 21.82 395 | 21.35 397 | 21.93 504 | 28.34 456 | 29.99 547 | 17.38 520 | 15.32 446 | 16.39 513 | 0.11 245 | 0.48 292 | 0.10 376 | 0.17 318 | 0.58 401 | 2.72 533 |
|
| ADLNet2 |  | 12.99 510 | 2.94 445 | 14.18 470 | 9.57 514 | 5.96 526 | 20.23 533 | 10.41 528 | 33.05 546 | 37.61 565 | 19.46 456 | 19.74 345 | 22.46 483 | 18.63 533 | 22.37 558 | 20.76 547 | 0.37 387 | 0.15 191 | 0.06 324 | 0.08 250 | 1.04 491 | 0.72 162 |
|
| dad |  | 13.05 511 | 11.39 598 | 15.64 500 | 7.35 435 | 2.10 270 | 15.64 460 | 3.48 344 | 18.77 345 | 35.55 554 | 27.77 568 | 33.76 540 | 31.59 560 | 13.04 443 | 14.79 435 | 11.16 463 | 3.35 602 | 0.54 311 | 7.85 635 | 0.96 562 | 3.88 581 | 2.49 522 |
|
| AASNet |  | 13.05 511 | 3.27 468 | 12.23 435 | 10.28 534 | 6.90 557 | 17.61 504 | 7.88 482 | 41.14 622 | 38.29 570 | 23.20 519 | 29.62 474 | 16.85 408 | 15.59 492 | 15.50 449 | 19.03 537 | 0.39 393 | 0.03 58 | 0.78 536 | 0.05 218 | 1.32 508 | 1.08 273 |
|
| HBP-ISP |  | 13.07 513 | 8.80 581 | 8.99 285 | 8.11 476 | 4.55 446 | 13.48 420 | 6.60 444 | 29.09 487 | 30.50 500 | 21.33 493 | 36.14 558 | 16.62 404 | 19.42 547 | 20.92 540 | 12.81 486 | 3.63 604 | 2.61 619 | 7.18 631 | 4.12 620 | 3.74 579 | 2.69 531 |
|
| 222 |  | 13.07 513 | 1.99 289 | 10.74 378 | 6.56 369 | 2.74 327 | 19.95 529 | 2.54 296 | 34.13 557 | 24.42 440 | 22.52 512 | 31.39 500 | 20.78 464 | 16.99 513 | 14.31 413 | 48.07 666 | 0.16 287 | 1.33 560 | 0.01 221 | 0.32 440 | 0.37 308 | 2.02 457 |
|
| DualNet (step1) |  | 13.16 515 | 5.31 529 | 19.76 546 | 6.41 358 | 3.12 361 | 17.98 509 | 9.85 519 | 29.36 488 | 25.26 451 | 24.82 537 | 21.48 372 | 24.89 507 | 18.87 537 | 14.41 418 | 11.06 461 | 6.83 626 | 1.96 604 | 6.61 624 | 7.47 635 | 3.22 568 | 4.59 576 |
|
| UNet |  | 13.18 516 | 2.47 407 | 14.45 474 | 7.45 440 | 7.82 580 | 26.01 574 | 4.67 386 | 34.38 563 | 29.42 493 | 20.90 484 | 31.81 510 | 26.68 529 | 18.98 540 | 21.08 545 | 15.56 506 | 0.21 326 | 0.06 113 | 0.27 475 | 0.09 258 | 0.37 308 | 1.01 252 |
|
| HGLStereo |  | 13.21 517 | 3.45 478 | 14.01 467 | 10.32 537 | 7.72 577 | 15.72 464 | 7.19 466 | 31.94 530 | 28.12 484 | 20.83 481 | 36.16 560 | 26.61 527 | 20.82 557 | 18.74 508 | 19.63 542 | 1.01 528 | 0.22 218 | 0.07 344 | 0.08 250 | 0.59 407 | 1.00 250 |
|
| GEStereo_RVC |  | 13.23 518 | 3.13 460 | 15.23 488 | 10.33 538 | 4.95 468 | 18.92 520 | 11.46 549 | 31.58 526 | 48.03 616 | 20.51 476 | 27.68 447 | 19.00 448 | 13.31 448 | 20.44 528 | 16.01 510 | 1.15 547 | 0.51 302 | 0.10 376 | 0.14 295 | 0.67 435 | 1.47 356 |
|
| delet |  | 13.26 519 | 2.43 403 | 12.99 451 | 8.45 484 | 6.26 542 | 22.40 546 | 10.83 536 | 28.78 482 | 38.76 575 | 20.39 475 | 30.36 483 | 20.85 465 | 17.67 527 | 22.97 560 | 19.13 538 | 0.14 272 | 0.45 285 | 0.19 446 | 0.08 250 | 0.78 459 | 1.24 311 |
|
| CRFU-Net |  | 13.32 520 | 3.53 483 | 12.90 449 | 8.76 494 | 6.05 531 | 26.25 578 | 10.15 525 | 25.86 440 | 14.68 312 | 30.76 591 | 30.58 488 | 30.11 550 | 21.59 566 | 20.52 530 | 20.28 545 | 1.53 563 | 0.48 292 | 0.27 475 | 0.16 313 | 0.64 427 | 1.28 316 |
|
| CSP-Net |  | 13.41 521 | 3.62 489 | 11.03 393 | 6.62 378 | 4.07 408 | 25.76 573 | 9.61 514 | 29.66 493 | 27.14 473 | 29.97 585 | 33.42 535 | 29.84 545 | 17.23 517 | 20.64 531 | 16.03 511 | 1.12 543 | 0.41 275 | 0.03 280 | 0.00 1 | 0.75 455 | 1.29 318 |
|
| MMNet |  | 13.55 522 | 2.82 437 | 13.90 465 | 7.63 449 | 6.36 546 | 26.45 580 | 4.63 384 | 24.00 425 | 42.67 594 | 26.25 554 | 33.12 531 | 20.98 467 | 19.45 549 | 20.14 523 | 19.49 541 | 0.75 480 | 0.54 311 | 0.11 397 | 0.01 127 | 0.53 383 | 1.10 279 |
|
| STTStereo |  | 13.60 523 | 5.63 536 | 28.73 588 | 8.07 473 | 5.65 506 | 13.97 428 | 7.17 463 | 31.25 518 | 26.70 470 | 25.59 545 | 32.06 518 | 31.71 563 | 14.71 477 | 17.24 485 | 16.46 516 | 0.29 360 | 0.40 268 | 0.71 531 | 1.43 585 | 1.31 506 | 2.82 537 |
|
| SGM-Forest |  | 13.63 524 | 2.55 418 | 8.22 260 | 6.30 352 | 2.16 282 | 23.84 557 | 11.13 542 | 34.68 567 | 32.40 519 | 27.27 564 | 33.02 527 | 30.08 549 | 17.82 528 | 22.13 556 | 15.40 504 | 1.66 571 | 0.32 248 | 0.88 548 | 0.03 181 | 0.79 462 | 1.93 428 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| TDLM |  | 13.70 525 | 4.93 523 | 11.80 419 | 11.93 578 | 5.53 500 | 16.75 492 | 14.38 577 | 36.12 583 | 32.59 523 | 23.08 518 | 27.03 442 | 25.90 521 | 15.40 488 | 25.87 578 | 14.23 493 | 1.24 555 | 0.09 149 | 1.53 579 | 0.61 532 | 2.06 539 | 2.94 544 |
|
| AANet_RVC |  | 13.75 526 | 6.34 549 | 12.90 449 | 8.87 497 | 4.53 445 | 14.09 431 | 9.12 502 | 29.37 491 | 38.32 572 | 23.85 529 | 37.41 566 | 23.55 494 | 17.51 525 | 23.31 563 | 18.56 531 | 2.08 577 | 1.30 551 | 0.25 470 | 0.06 230 | 0.73 447 | 2.87 542 |
|
| xyz-stereo |  | 13.76 527 | 1.43 160 | 40.88 620 | 3.14 72 | 0.83 86 | 42.24 645 | 4.68 387 | 14.87 276 | 26.49 466 | 23.70 524 | 37.20 564 | 30.36 552 | 19.90 552 | 18.77 509 | 9.23 422 | 0.28 356 | 0.03 58 | 0.64 526 | 0.03 181 | 0.20 205 | 0.32 53 |
|
| ssnet_v2 |  | 13.84 528 | 3.15 462 | 13.44 458 | 7.99 470 | 3.08 359 | 22.60 547 | 14.51 580 | 36.65 591 | 33.59 533 | 22.04 506 | 26.10 428 | 28.64 538 | 17.16 516 | 23.13 561 | 20.86 549 | 0.50 428 | 0.32 248 | 0.20 451 | 0.13 282 | 1.41 512 | 1.38 333 |
|
| FADNet-RVC |  | 13.86 529 | 12.75 612 | 41.65 621 | 8.64 490 | 4.63 454 | 16.45 486 | 6.89 457 | 28.91 483 | 24.20 437 | 20.89 483 | 31.44 502 | 26.73 531 | 11.37 404 | 21.58 553 | 15.91 508 | 0.25 345 | 0.14 187 | 0.14 418 | 0.24 376 | 2.97 559 | 1.50 365 |
|
| psm_up |  | 13.88 530 | 2.70 430 | 10.89 386 | 10.20 531 | 5.97 527 | 15.01 449 | 12.58 561 | 39.13 612 | 31.75 514 | 21.39 495 | 31.09 497 | 30.18 551 | 25.01 579 | 20.33 526 | 17.62 524 | 0.75 480 | 0.39 266 | 0.18 440 | 0.03 181 | 0.82 470 | 1.67 386 |
|
| DLCB_ROB |  | 13.97 531 | 3.74 493 | 11.01 392 | 9.99 525 | 5.85 519 | 21.40 539 | 10.37 527 | 30.17 503 | 30.49 499 | 28.21 573 | 32.18 520 | 32.67 572 | 21.17 561 | 20.20 524 | 18.59 532 | 0.34 377 | 0.18 201 | 0.41 502 | 0.15 304 | 0.61 416 | 1.76 397 |
|
| StereoDRNet-Refined |  | 14.03 532 | 3.52 482 | 12.77 446 | 8.70 492 | 3.31 367 | 18.50 516 | 4.58 380 | 29.08 486 | 30.59 501 | 29.85 583 | 42.52 602 | 25.24 515 | 19.57 550 | 23.88 567 | 23.55 564 | 0.44 411 | 0.07 128 | 0.54 516 | 0.38 480 | 0.88 480 | 2.64 526 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| iinet-f |  | 14.05 533 | 5.00 525 | 47.51 635 | 6.57 371 | 4.04 406 | 21.14 537 | 14.37 575 | 28.25 475 | 21.37 398 | 21.95 505 | 31.37 499 | 21.31 470 | 18.66 534 | 16.15 453 | 20.61 546 | 0.31 364 | 0.41 275 | 0.09 363 | 0.05 218 | 1.00 489 | 0.76 172 |
|
| CVANet_RVC |  | 14.09 534 | 4.82 521 | 10.86 385 | 9.46 512 | 5.60 505 | 19.70 527 | 12.94 566 | 33.38 551 | 34.86 547 | 23.72 525 | 33.31 532 | 29.76 543 | 16.35 503 | 24.37 569 | 12.45 481 | 1.22 553 | 0.23 220 | 1.45 578 | 0.87 553 | 3.41 572 | 3.01 546 |
|
| SACVNet |  | 14.10 535 | 5.24 528 | 14.19 471 | 12.11 582 | 6.12 534 | 18.45 515 | 9.11 501 | 33.13 547 | 22.94 419 | 28.79 576 | 33.88 541 | 32.69 573 | 23.78 570 | 20.91 539 | 12.13 473 | 1.08 536 | 0.54 311 | 0.84 546 | 0.48 508 | 1.41 512 | 4.26 572 |
|
| rvit_105_1 |  | 14.11 536 | 6.23 548 | 22.11 567 | 13.74 596 | 4.55 446 | 15.38 455 | 28.19 652 | 27.21 463 | 43.35 598 | 19.53 457 | 24.36 411 | 22.05 478 | 15.96 497 | 18.37 505 | 12.70 485 | 2.27 580 | 0.58 328 | 0.26 472 | 2.37 605 | 0.70 440 | 2.20 490 |
|
| PS-NSSS |  | 14.36 537 | 8.44 577 | 16.43 509 | 7.44 439 | 5.79 513 | 18.65 518 | 12.71 564 | 39.02 609 | 26.84 471 | 20.99 487 | 36.15 559 | 21.47 471 | 18.25 531 | 18.21 503 | 18.63 533 | 2.44 586 | 0.55 315 | 5.38 616 | 0.37 470 | 5.25 597 | 4.11 571 |
|
| CBMV |   | 14.52 538 | 4.59 514 | 9.99 339 | 6.61 377 | 2.85 340 | 22.76 549 | 12.45 560 | 30.63 508 | 33.32 529 | 31.98 597 | 35.00 554 | 31.68 561 | 19.43 548 | 26.53 582 | 16.71 518 | 1.28 556 | 0.61 335 | 0.63 524 | 0.12 277 | 1.26 504 | 1.89 422 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| FADNet |  | 14.77 539 | 11.96 603 | 39.55 617 | 8.50 486 | 6.64 551 | 18.53 517 | 6.74 450 | 35.70 577 | 35.06 549 | 19.21 453 | 28.06 452 | 28.14 536 | 13.94 467 | 18.54 507 | 11.61 468 | 0.48 420 | 0.75 375 | 0.38 501 | 0.49 511 | 9.17 620 | 2.05 467 |
|
| fast-acv-ft |  | 14.96 540 | 4.73 518 | 17.68 523 | 8.03 472 | 5.27 484 | 28.61 593 | 9.97 522 | 26.25 450 | 35.58 555 | 26.03 550 | 38.02 572 | 31.91 565 | 21.50 563 | 19.25 513 | 21.18 550 | 0.61 456 | 0.38 263 | 0.63 524 | 0.48 508 | 1.31 506 | 1.73 392 |
|
| DStereoRT |  | 15.11 541 | 3.13 460 | 12.14 434 | 10.85 555 | 5.50 496 | 19.00 521 | 6.55 443 | 27.62 471 | 28.26 487 | 16.32 373 | 24.94 416 | 11.64 311 | 14.90 479 | 17.44 487 | 10.77 458 | 1.61 568 | 1.40 569 | 58.44 677 | 26.72 665 | 0.60 413 | 4.44 575 |
|
| pmcnn |  | 15.27 542 | 4.31 507 | 22.32 570 | 7.46 442 | 4.46 440 | 22.15 545 | 15.74 590 | 28.53 478 | 31.88 515 | 27.78 569 | 40.04 587 | 39.06 610 | 19.11 545 | 18.79 510 | 20.78 548 | 1.04 534 | 0.23 220 | 0.00 1 | 0.00 1 | 0.53 383 | 1.17 296 |
|
| Anonymous_2 |  | 15.61 543 | 7.12 557 | 18.63 536 | 6.49 365 | 7.98 582 | 26.94 583 | 11.93 554 | 19.48 359 | 18.48 370 | 18.25 433 | 15.95 299 | 24.18 500 | 21.32 562 | 21.17 548 | 15.94 509 | 10.88 643 | 13.80 659 | 11.19 643 | 25.13 664 | 10.92 632 | 6.42 605 |
|
| z-ln-s-r |  | 15.70 544 | 7.13 562 | 42.53 623 | 5.88 320 | 5.57 502 | 14.47 436 | 13.18 568 | 22.93 412 | 38.31 571 | 19.68 460 | 44.92 619 | 23.85 497 | 18.42 532 | 23.81 566 | 30.69 618 | 0.37 387 | 0.02 41 | 0.00 1 | 0.01 127 | 1.15 496 | 1.16 293 |
|
| TCMNet |  | 15.72 545 | 7.51 566 | 21.42 562 | 14.39 601 | 12.57 628 | 26.22 577 | 13.91 574 | 30.23 504 | 36.03 557 | 25.57 544 | 31.73 507 | 23.65 495 | 15.35 487 | 19.98 520 | 24.06 569 | 1.44 560 | 0.67 353 | 2.04 588 | 0.99 565 | 3.41 572 | 3.26 555 |
|
| NVstereo2D |  | 15.77 546 | 4.01 498 | 17.73 524 | 9.96 524 | 8.10 588 | 30.36 601 | 9.52 509 | 43.10 634 | 43.12 597 | 15.45 354 | 28.03 451 | 23.46 492 | 16.84 512 | 24.62 570 | 17.06 520 | 3.35 602 | 0.87 410 | 1.76 583 | 1.13 573 | 7.76 613 | 9.19 630 |
|
| test_sample9 |  | 15.79 547 | 5.31 529 | 19.76 546 | 6.41 358 | 3.12 361 | 17.98 509 | 9.85 519 | 29.36 488 | 25.26 451 | 24.82 537 | 21.48 372 | 24.89 507 | 18.87 537 | 21.03 541 | 22.11 553 | 6.83 626 | 36.75 674 | 6.61 624 | 7.47 635 | 3.22 568 | 4.59 576 |
|
| StereoDRNet |  | 16.00 548 | 5.45 534 | 16.67 512 | 11.34 566 | 8.74 597 | 25.62 570 | 11.07 540 | 40.40 620 | 37.03 560 | 29.77 582 | 30.04 480 | 34.35 591 | 19.09 542 | 19.81 517 | 25.28 580 | 0.65 467 | 0.30 245 | 0.16 432 | 0.14 295 | 1.80 531 | 2.33 504 |
|
| Wz-Net-LNSev-Ref |  | 16.12 549 | 4.56 511 | 29.46 589 | 7.78 460 | 6.11 533 | 26.08 575 | 13.01 567 | 31.08 515 | 37.61 565 | 27.66 566 | 46.96 627 | 29.92 546 | 15.40 488 | 21.54 552 | 22.39 555 | 1.09 538 | 0.05 86 | 0.10 376 | 0.00 1 | 0.43 346 | 1.21 305 |
|
| YMNet |  | 16.35 550 | 6.51 552 | 23.16 574 | 11.45 567 | 8.85 599 | 25.42 568 | 8.89 495 | 32.99 543 | 32.63 524 | 34.40 613 | 39.12 581 | 34.27 588 | 17.43 522 | 20.90 537 | 22.93 558 | 0.93 516 | 1.30 551 | 1.21 568 | 0.94 554 | 1.77 529 | 1.81 403 |
|
| YMNet_1 |  | 16.35 550 | 6.51 552 | 23.16 574 | 11.45 567 | 8.85 599 | 25.42 568 | 8.89 495 | 32.99 543 | 32.63 524 | 34.40 613 | 39.12 581 | 34.27 588 | 17.43 522 | 20.90 537 | 22.93 558 | 0.93 516 | 1.30 551 | 1.21 568 | 0.94 554 | 1.77 529 | 1.81 403 |
|
| DRN-Test |  | 16.60 552 | 4.76 519 | 16.90 516 | 10.75 550 | 8.16 590 | 29.42 597 | 14.37 575 | 43.26 636 | 39.35 576 | 28.93 578 | 35.46 555 | 29.03 540 | 20.11 554 | 20.78 534 | 24.51 575 | 0.94 519 | 0.93 425 | 0.46 508 | 0.35 458 | 1.42 514 | 2.12 479 |
|
| SDNR |  | 16.80 553 | 5.88 541 | 30.01 592 | 6.39 357 | 6.53 548 | 57.67 665 | 3.15 326 | 24.30 427 | 31.49 512 | 21.50 497 | 36.56 563 | 14.69 372 | 16.76 510 | 19.14 512 | 14.45 495 | 11.12 646 | 14.00 660 | 3.11 606 | 0.51 515 | 8.86 619 | 9.92 636 |
|
| DISCO |  | 16.93 554 | 2.58 421 | 17.15 519 | 8.26 478 | 4.37 432 | 27.65 588 | 10.68 531 | 31.28 520 | 44.93 607 | 22.21 508 | 34.47 549 | 36.48 599 | 23.91 571 | 36.14 620 | 34.48 626 | 0.35 379 | 0.11 168 | 0.04 299 | 0.07 240 | 1.95 535 | 1.40 338 |
|
| PA-Net |  | 16.98 555 | 8.05 574 | 29.56 591 | 10.52 543 | 11.30 619 | 21.91 544 | 29.93 656 | 32.64 536 | 39.50 577 | 20.38 474 | 28.51 459 | 23.80 496 | 20.82 557 | 21.45 550 | 25.60 582 | 0.25 345 | 2.36 616 | 0.23 463 | 4.99 626 | 1.34 509 | 6.47 606 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| FINET |  | 17.02 556 | 8.11 575 | 28.42 587 | 9.29 508 | 8.89 602 | 24.46 560 | 25.06 644 | 35.40 574 | 49.52 624 | 26.73 559 | 33.49 537 | 20.50 460 | 18.75 535 | 20.67 533 | 19.18 540 | 2.30 582 | 2.09 607 | 1.13 564 | 0.75 544 | 2.86 555 | 2.84 538 |
|
| GwcNet |   | 17.31 557 | 6.61 555 | 23.02 572 | 10.83 554 | 8.63 595 | 29.48 598 | 10.80 534 | 39.37 614 | 45.73 609 | 24.16 531 | 37.85 571 | 31.50 559 | 21.81 568 | 21.37 549 | 27.25 596 | 0.81 494 | 0.88 412 | 0.57 521 | 0.46 501 | 1.54 521 | 3.61 560 |
|
| NaN_ROB |  | 17.35 558 | 7.91 570 | 18.84 538 | 11.29 564 | 4.93 466 | 33.28 616 | 20.75 624 | 38.10 604 | 43.81 599 | 30.28 588 | 31.53 504 | 32.88 574 | 20.88 559 | 29.10 595 | 17.85 526 | 0.40 396 | 0.43 283 | 0.31 491 | 0.44 498 | 0.98 486 | 3.03 548 |
|
| S-Stereo |  | 17.36 559 | 4.46 510 | 22.16 568 | 12.58 588 | 9.10 604 | 23.07 551 | 12.60 562 | 33.18 549 | 46.12 612 | 22.78 514 | 38.67 579 | 29.04 541 | 27.48 593 | 19.40 515 | 23.90 568 | 3.14 599 | 3.13 628 | 0.88 548 | 1.95 599 | 3.77 580 | 9.86 635 |
|
| FAT-Stereo |  | 17.45 560 | 3.56 484 | 19.19 541 | 10.31 536 | 6.54 549 | 18.00 512 | 14.89 584 | 38.68 607 | 40.49 580 | 27.39 565 | 39.66 584 | 37.32 601 | 32.14 621 | 21.07 544 | 22.97 560 | 3.68 605 | 2.16 613 | 0.81 543 | 1.21 578 | 2.10 540 | 6.78 609 |
|
| DANet |  | 17.51 561 | 8.91 582 | 27.61 583 | 14.94 608 | 7.48 567 | 22.67 548 | 5.66 411 | 27.33 466 | 26.64 467 | 32.62 604 | 36.27 561 | 37.40 602 | 30.07 610 | 31.65 606 | 26.09 588 | 1.30 557 | 1.46 582 | 2.33 594 | 0.53 519 | 3.54 576 | 5.69 592 |
| 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 |  | 17.56 562 | 17.23 628 | 20.10 552 | 12.02 580 | 6.91 558 | 28.81 594 | 11.45 548 | 41.35 623 | 21.95 408 | 30.13 587 | 34.66 550 | 32.04 568 | 11.30 402 | 21.04 543 | 16.43 514 | 8.91 635 | 2.67 620 | 12.29 644 | 0.84 549 | 12.72 638 | 8.43 625 |
|
| PSMNet_ROB |  | 17.59 563 | 6.52 554 | 16.27 507 | 14.43 602 | 7.71 576 | 29.22 596 | 33.59 662 | 43.94 639 | 38.52 573 | 24.74 536 | 33.46 536 | 34.17 587 | 17.29 519 | 18.52 506 | 25.68 584 | 0.40 396 | 0.29 243 | 0.96 553 | 2.22 602 | 2.03 538 | 1.81 403 |
|
| Syn2CoEx |  | 17.68 564 | 11.86 602 | 28.39 586 | 20.88 632 | 8.24 591 | 25.66 571 | 12.35 557 | 37.57 599 | 33.60 534 | 29.57 580 | 39.80 586 | 30.02 548 | 28.00 596 | 19.91 518 | 18.91 536 | 1.14 546 | 0.53 307 | 1.23 572 | 0.46 501 | 1.97 536 | 3.61 560 |
|
| GANet |  | 17.85 565 | 5.41 533 | 14.79 478 | 11.91 576 | 4.73 457 | 24.54 562 | 17.04 603 | 41.01 621 | 34.96 548 | 33.06 605 | 45.84 622 | 39.83 615 | 29.19 603 | 24.71 572 | 22.45 557 | 1.34 558 | 0.41 275 | 1.09 559 | 0.70 540 | 2.15 542 | 1.89 422 |
|
| GASNet |  | 17.87 566 | 20.62 639 | 32.66 603 | 21.17 633 | 9.48 607 | 16.26 479 | 9.15 503 | 45.00 644 | 40.55 582 | 26.16 552 | 24.34 410 | 33.05 575 | 15.45 491 | 29.82 600 | 18.15 529 | 3.79 607 | 0.28 241 | 1.87 584 | 0.51 515 | 7.06 608 | 1.97 440 |
|
| test_sample8 |  | 17.93 567 | 5.31 529 | 19.76 546 | 6.41 358 | 3.12 361 | 17.98 509 | 9.85 519 | 32.68 537 | 20.05 386 | 33.68 610 | 26.30 432 | 40.74 619 | 34.14 626 | 21.03 541 | 22.11 553 | 6.83 626 | 36.75 674 | 6.61 624 | 7.47 635 | 3.22 568 | 4.59 576 |
|
| NCCL2 |  | 17.94 568 | 7.94 572 | 16.87 515 | 24.07 645 | 7.60 572 | 24.52 561 | 17.08 604 | 35.42 575 | 26.65 468 | 32.01 598 | 38.57 576 | 41.96 628 | 27.61 594 | 22.24 557 | 24.43 574 | 0.65 467 | 0.33 254 | 2.64 600 | 2.13 601 | 2.28 547 | 3.86 569 |
|
| ADCRef |  | 18.01 569 | 8.01 573 | 44.10 628 | 10.75 550 | 8.85 599 | 27.18 585 | 11.06 539 | 31.77 528 | 34.40 542 | 31.90 596 | 42.45 601 | 18.79 443 | 21.55 565 | 25.18 575 | 35.17 628 | 1.03 532 | 0.42 281 | 2.18 590 | 1.79 594 | 1.38 510 | 2.27 497 |
|
| XPNet_ROB |  | 18.03 570 | 6.06 546 | 18.19 530 | 11.68 571 | 6.83 554 | 21.23 538 | 16.93 600 | 36.66 593 | 39.82 579 | 32.51 603 | 42.05 600 | 41.04 622 | 25.77 584 | 25.72 576 | 28.80 607 | 1.67 572 | 0.91 420 | 0.79 537 | 0.27 411 | 1.24 503 | 2.38 511 |
|
| SuperB |  | 18.07 571 | 7.33 563 | 56.73 651 | 8.42 483 | 5.42 492 | 20.39 534 | 9.73 517 | 26.04 443 | 50.80 628 | 26.88 561 | 39.52 583 | 17.79 429 | 21.54 564 | 23.17 562 | 25.96 587 | 0.77 485 | 0.32 248 | 1.11 563 | 0.73 542 | 16.11 647 | 2.75 536 |
|
| RP |  | 18.36 572 | 5.94 543 | 17.54 522 | 15.95 617 | 12.33 627 | 21.55 541 | 12.66 563 | 28.65 480 | 45.65 608 | 23.78 528 | 42.55 603 | 39.77 614 | 29.54 607 | 26.72 583 | 23.58 566 | 6.14 624 | 1.05 486 | 4.38 613 | 1.77 593 | 3.90 582 | 3.82 568 |
|
| APVNet |  | 18.42 573 | 6.37 550 | 23.10 573 | 12.76 591 | 8.28 592 | 30.74 604 | 24.17 640 | 42.08 629 | 30.76 506 | 25.86 549 | 41.66 595 | 31.83 564 | 24.99 577 | 28.01 591 | 28.77 605 | 0.49 424 | 0.57 323 | 3.05 604 | 0.55 526 | 1.80 531 | 2.46 516 |
|
| w-ln-seven-2 |  | 18.44 574 | 8.73 580 | 43.71 627 | 11.92 577 | 6.91 558 | 24.43 559 | 13.73 572 | 30.66 509 | 41.21 587 | 29.15 579 | 43.29 610 | 30.86 556 | 29.28 604 | 23.47 564 | 24.59 576 | 0.99 524 | 1.11 509 | 0.64 526 | 0.17 318 | 1.63 522 | 2.26 495 |
|
| ETE_ROB |  | 18.45 575 | 10.71 590 | 20.90 559 | 14.23 599 | 4.92 465 | 23.28 553 | 22.01 627 | 33.00 545 | 36.14 558 | 30.68 590 | 39.03 580 | 46.10 641 | 26.28 586 | 27.52 588 | 26.22 589 | 0.53 432 | 0.49 295 | 1.16 565 | 0.94 554 | 1.69 526 | 3.07 549 |
|
| PWCDC_ROB |   | 18.66 576 | 11.24 596 | 21.32 561 | 18.82 626 | 8.08 587 | 25.75 572 | 6.94 459 | 35.08 570 | 53.33 636 | 30.37 589 | 49.70 635 | 20.87 466 | 21.63 567 | 31.05 605 | 22.39 555 | 6.94 630 | 0.28 241 | 0.10 376 | 0.06 230 | 5.98 605 | 3.22 553 |
|
| Nwc_Net |  | 18.76 577 | 5.80 537 | 19.91 550 | 14.99 610 | 11.96 624 | 26.32 579 | 15.90 591 | 41.68 626 | 40.50 581 | 21.85 503 | 43.58 611 | 34.89 592 | 29.47 606 | 27.48 587 | 26.34 590 | 3.75 606 | 0.27 234 | 2.55 599 | 3.31 612 | 2.25 545 | 2.46 516 |
|
| ADCP+ |  | 18.93 578 | 5.83 539 | 35.35 608 | 9.85 522 | 10.36 613 | 29.49 599 | 13.65 571 | 34.22 561 | 37.75 567 | 30.02 586 | 41.45 593 | 24.18 500 | 26.43 590 | 34.71 614 | 36.58 631 | 0.27 353 | 0.40 268 | 2.00 587 | 1.19 576 | 2.31 548 | 2.66 527 |
|
| MDST_ROB |  | 18.99 579 | 3.23 465 | 15.81 503 | 14.15 598 | 6.98 560 | 44.89 648 | 16.81 599 | 43.19 635 | 42.83 595 | 43.71 642 | 43.84 612 | 28.79 539 | 19.02 541 | 30.64 604 | 18.70 534 | 1.84 574 | 0.84 399 | 0.69 530 | 0.47 507 | 0.71 444 | 2.61 525 |
|
| Wz-Net-LNSev |  | 19.04 580 | 11.48 599 | 43.55 626 | 10.82 553 | 8.01 585 | 24.96 564 | 17.46 608 | 34.72 568 | 44.36 603 | 33.43 608 | 44.72 618 | 32.54 570 | 24.13 572 | 21.64 554 | 24.38 573 | 0.93 516 | 0.22 218 | 0.00 1 | 0.03 181 | 1.44 515 | 1.99 452 |
|
| AF-Net |  | 19.18 581 | 6.50 551 | 16.90 516 | 16.60 619 | 11.00 618 | 23.83 556 | 11.31 544 | 36.25 584 | 51.10 631 | 25.56 543 | 38.34 575 | 41.77 626 | 31.01 615 | 30.20 602 | 27.83 599 | 4.87 618 | 0.27 234 | 4.60 614 | 1.00 566 | 2.67 553 | 2.02 457 |
|
| PWC_ROB |   | 19.21 582 | 12.15 608 | 28.02 585 | 11.02 560 | 6.62 550 | 25.15 566 | 5.47 408 | 36.42 588 | 49.47 622 | 33.19 606 | 44.32 615 | 34.98 593 | 26.66 591 | 32.22 609 | 27.30 597 | 1.71 573 | 0.27 234 | 1.62 580 | 0.37 470 | 2.38 550 | 4.90 583 |
|
| stereogan |  | 19.38 583 | 4.02 499 | 18.62 535 | 13.54 594 | 10.30 612 | 37.03 628 | 9.83 518 | 39.12 611 | 46.13 613 | 25.09 542 | 41.76 598 | 40.01 616 | 27.19 592 | 32.16 607 | 25.48 581 | 2.44 586 | 1.13 513 | 2.70 602 | 0.86 550 | 5.45 599 | 4.81 580 |
|
| edge stereo |  | 19.38 583 | 5.98 544 | 19.25 542 | 11.11 561 | 8.07 586 | 23.51 554 | 12.74 565 | 35.93 579 | 42.55 592 | 35.05 616 | 43.06 607 | 41.34 624 | 36.05 631 | 26.06 579 | 25.62 583 | 2.70 592 | 2.47 617 | 6.38 622 | 1.54 589 | 3.18 567 | 5.01 584 |
|
| RYNet |  | 19.73 585 | 5.52 535 | 18.58 534 | 11.63 570 | 15.84 641 | 47.05 651 | 17.28 605 | 38.60 606 | 49.19 621 | 27.71 567 | 27.46 444 | 38.63 608 | 26.42 589 | 20.79 535 | 32.08 622 | 0.73 477 | 0.59 332 | 0.97 554 | 0.16 313 | 7.40 610 | 8.04 620 |
|
| LALA_ROB |  | 19.82 586 | 8.32 576 | 18.64 537 | 13.59 595 | 5.79 513 | 28.03 591 | 23.44 634 | 43.09 633 | 37.57 564 | 33.91 612 | 41.55 594 | 50.73 653 | 25.61 583 | 29.09 594 | 27.30 597 | 0.73 477 | 0.67 353 | 2.08 589 | 1.42 584 | 2.70 554 | 2.12 479 |
|
| Wz-Net-MNSev |  | 19.84 587 | 7.55 567 | 35.79 609 | 10.79 552 | 7.51 569 | 38.96 637 | 18.39 615 | 35.08 570 | 44.72 605 | 31.28 593 | 41.70 596 | 41.18 623 | 20.49 556 | 28.41 592 | 30.13 617 | 0.96 523 | 0.36 261 | 0.05 310 | 0.13 282 | 1.70 527 | 1.64 379 |
|
| aanetorigin |  | 19.84 587 | 13.32 614 | 54.46 642 | 10.07 527 | 7.99 583 | 14.16 432 | 15.32 585 | 17.85 332 | 34.49 543 | 49.59 652 | 48.88 632 | 34.28 590 | 31.32 617 | 23.53 565 | 29.64 613 | 1.12 543 | 0.81 389 | 0.73 532 | 0.94 554 | 3.05 560 | 5.23 588 |
|
| SGM_RVC |   | 20.33 589 | 3.24 467 | 8.92 282 | 7.20 430 | 1.62 211 | 39.61 639 | 17.01 602 | 39.11 610 | 35.12 550 | 46.26 647 | 42.62 604 | 51.57 655 | 39.45 640 | 39.66 643 | 29.87 615 | 1.16 548 | 0.37 262 | 0.55 518 | 0.35 458 | 1.20 499 | 1.64 379 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| RTSC |  | 20.52 590 | 11.06 593 | 33.58 604 | 12.11 582 | 7.19 564 | 28.90 595 | 11.99 555 | 38.49 605 | 58.85 659 | 32.22 601 | 37.28 565 | 33.11 577 | 21.14 560 | 36.93 631 | 38.84 641 | 1.49 561 | 1.50 585 | 0.15 423 | 0.64 535 | 2.18 543 | 2.67 529 |
|
| NCC-stereo |  | 20.61 591 | 7.39 564 | 25.96 578 | 15.90 615 | 16.62 643 | 20.15 531 | 23.27 630 | 44.11 642 | 41.29 588 | 25.00 540 | 38.64 577 | 35.47 594 | 28.75 599 | 36.35 623 | 26.90 594 | 4.83 616 | 2.14 610 | 3.33 608 | 9.27 647 | 3.10 562 | 3.72 566 |
|
| Abc-Net |  | 20.61 591 | 7.39 564 | 25.96 578 | 15.90 615 | 16.62 643 | 20.15 531 | 23.27 630 | 44.11 642 | 41.29 588 | 25.00 540 | 38.64 577 | 35.47 594 | 28.75 599 | 36.35 623 | 26.90 594 | 4.83 616 | 2.14 610 | 3.33 608 | 9.27 647 | 3.10 562 | 3.72 566 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| DeepPrunerF |  | 20.61 591 | 12.13 607 | 46.35 631 | 21.53 634 | 17.78 646 | 19.41 523 | 23.64 637 | 37.23 598 | 50.61 625 | 26.20 553 | 37.72 567 | 24.90 510 | 25.02 580 | 24.63 571 | 23.53 563 | 3.13 598 | 1.65 593 | 5.69 618 | 4.09 619 | 3.64 578 | 3.34 557 |
|
| RGC |  | 20.62 594 | 14.30 616 | 21.99 565 | 18.85 627 | 14.53 634 | 21.42 540 | 14.82 582 | 36.00 582 | 44.32 602 | 28.54 575 | 41.82 599 | 40.12 617 | 29.43 605 | 35.44 619 | 23.33 561 | 4.12 609 | 0.72 363 | 8.80 636 | 4.39 623 | 4.55 589 | 4.84 582 |
|
| DGSMNet |  | 20.75 595 | 13.28 613 | 34.59 606 | 14.80 607 | 17.14 645 | 23.25 552 | 17.99 613 | 36.39 587 | 43.00 596 | 20.70 478 | 32.67 525 | 36.05 598 | 19.22 546 | 30.34 603 | 25.04 579 | 4.61 613 | 4.62 641 | 6.31 621 | 5.20 629 | 14.71 643 | 15.15 652 |
|
| WCMA_ROB |  | 21.17 596 | 5.89 542 | 22.32 570 | 10.39 540 | 7.65 574 | 34.55 620 | 16.42 597 | 33.20 550 | 34.02 538 | 42.06 636 | 52.50 641 | 44.09 633 | 37.59 635 | 33.66 612 | 26.77 593 | 7.45 633 | 3.18 629 | 1.27 575 | 1.43 585 | 4.18 584 | 4.81 580 |
|
| MSAF-DinoV2 |  | 21.31 597 | 8.93 583 | 27.84 584 | 12.03 581 | 5.14 479 | 30.91 606 | 17.73 609 | 40.05 618 | 55.15 641 | 22.96 516 | 32.01 512 | 48.05 648 | 31.88 619 | 38.57 638 | 41.67 649 | 0.94 519 | 0.49 295 | 0.45 506 | 1.22 579 | 4.83 592 | 5.39 590 |
|
| psmorigin |  | 21.56 598 | 11.18 595 | 36.59 611 | 10.19 530 | 7.08 562 | 25.30 567 | 12.35 557 | 33.52 554 | 33.12 528 | 43.62 641 | 54.15 650 | 42.72 629 | 37.44 634 | 36.87 630 | 28.98 608 | 1.65 570 | 2.78 623 | 0.81 543 | 1.19 576 | 3.62 577 | 8.10 622 |
|
| G-Net |  | 21.66 599 | 9.10 584 | 39.39 615 | 15.85 614 | 9.60 608 | 51.00 656 | 16.73 598 | 28.32 476 | 31.17 509 | 38.99 628 | 43.24 608 | 33.26 580 | 32.09 620 | 28.50 593 | 26.50 592 | 4.74 615 | 3.92 638 | 3.60 611 | 1.02 567 | 8.42 618 | 7.86 618 |
|
| MultiAttention |  | 21.69 600 | 2.01 296 | 15.73 502 | 12.71 589 | 4.25 422 | 64.19 675 | 95.86 703 | 42.54 630 | 41.72 590 | 15.77 364 | 30.53 487 | 28.15 537 | 7.60 335 | 44.56 653 | 14.92 499 | 1.03 532 | 0.26 232 | 1.05 557 | 1.56 590 | 4.71 591 | 4.75 579 |
|
| z-mn7 |  | 21.81 601 | 11.53 600 | 47.41 634 | 11.79 574 | 5.69 508 | 34.28 619 | 15.73 589 | 36.31 585 | 57.93 655 | 27.24 563 | 53.82 645 | 32.35 569 | 26.33 587 | 36.69 626 | 33.32 625 | 1.02 530 | 0.41 275 | 0.54 516 | 0.11 274 | 1.72 528 | 1.92 427 |
|
| FBW_ROB |  | 21.87 602 | 11.80 601 | 25.52 577 | 14.64 605 | 7.49 568 | 31.20 608 | 16.35 596 | 45.28 645 | 44.78 606 | 44.85 646 | 40.36 589 | 43.50 632 | 27.85 595 | 34.94 615 | 23.52 562 | 3.07 597 | 2.15 612 | 7.53 634 | 3.03 611 | 4.30 586 | 5.17 587 |
|
| w-ln-seven |  | 21.91 603 | 10.67 589 | 57.04 653 | 12.00 579 | 10.37 614 | 30.36 601 | 19.88 621 | 37.81 601 | 56.05 648 | 37.35 624 | 44.23 614 | 33.79 583 | 24.77 575 | 23.92 568 | 31.80 621 | 0.77 485 | 0.34 256 | 0.85 547 | 0.20 345 | 2.88 556 | 3.10 551 |
|
| SANet |  | 22.05 604 | 8.47 578 | 32.65 602 | 9.90 523 | 4.31 428 | 33.49 617 | 23.44 634 | 42.82 632 | 56.64 650 | 39.67 631 | 44.09 613 | 44.62 634 | 32.96 623 | 29.24 599 | 25.79 585 | 1.08 536 | 0.74 369 | 0.98 555 | 0.69 538 | 5.69 602 | 3.66 565 |
|
| SQANet |  | 22.07 605 | 25.29 648 | 21.78 564 | 26.81 649 | 18.92 649 | 30.75 605 | 10.25 526 | 33.47 552 | 30.10 497 | 25.73 546 | 34.31 547 | 33.45 581 | 19.94 553 | 29.16 596 | 20.03 544 | 11.68 647 | 3.08 627 | 26.95 661 | 5.80 632 | 20.97 656 | 12.99 646 |
|
| UDG |  | 22.21 606 | 15.90 624 | 16.41 508 | 21.71 635 | 20.17 650 | 32.51 612 | 13.78 573 | 36.62 590 | 35.77 556 | 26.64 558 | 31.43 501 | 37.49 604 | 32.33 622 | 22.77 559 | 21.19 551 | 11.08 645 | 5.60 646 | 23.12 655 | 7.74 639 | 17.07 650 | 14.89 651 |
|
| STTRV1_RVC |  | 22.31 607 | 18.60 632 | 39.50 616 | 16.79 620 | 23.81 658 | 29.59 600 | 15.67 588 | 35.42 575 | 34.27 540 | 35.05 616 | 34.94 553 | 31.94 567 | 28.80 601 | 29.17 597 | 23.89 567 | 12.64 653 | 3.40 632 | 6.58 623 | 4.73 625 | 15.20 645 | 6.23 600 |
|
| SHD |  | 22.33 608 | 11.30 597 | 32.10 599 | 15.61 612 | 9.88 610 | 26.75 581 | 10.12 524 | 41.84 627 | 61.77 665 | 36.36 620 | 44.65 617 | 39.28 611 | 31.10 616 | 35.07 616 | 32.76 624 | 2.35 583 | 1.95 603 | 1.24 574 | 1.90 598 | 4.33 587 | 6.34 602 |
|
| CSAN |  | 22.36 609 | 11.11 594 | 26.06 580 | 21.79 636 | 5.59 504 | 34.55 620 | 36.54 664 | 40.04 617 | 50.84 629 | 37.47 625 | 40.31 588 | 45.09 637 | 33.07 624 | 27.44 586 | 25.80 586 | 1.60 567 | 0.75 375 | 1.08 558 | 1.80 595 | 2.89 557 | 3.36 558 |
|
| ADCL |  | 22.44 610 | 7.79 568 | 49.20 637 | 10.61 548 | 7.28 566 | 40.40 642 | 21.03 625 | 32.07 532 | 55.07 640 | 28.53 574 | 48.73 630 | 31.68 561 | 31.69 618 | 34.04 613 | 38.38 637 | 1.22 553 | 0.93 425 | 2.65 601 | 1.89 597 | 2.65 552 | 2.94 544 |
|
| zh-mn7 |  | 22.69 611 | 14.64 617 | 55.04 645 | 11.01 559 | 5.85 519 | 27.67 589 | 15.65 587 | 35.14 573 | 57.38 653 | 40.62 632 | 57.78 657 | 31.22 557 | 25.60 582 | 36.79 629 | 32.55 623 | 1.50 562 | 0.57 323 | 0.24 467 | 0.22 355 | 1.40 511 | 3.02 547 |
|
| CC-Net-ROB |  | 22.73 612 | 23.99 645 | 30.57 594 | 14.72 606 | 8.91 603 | 32.98 613 | 16.17 593 | 46.75 649 | 37.29 562 | 33.88 611 | 32.33 521 | 35.48 596 | 25.00 578 | 24.75 573 | 28.78 606 | 9.60 640 | 3.03 626 | 25.33 658 | 3.87 617 | 14.82 644 | 6.33 601 |
|
| ADCPNet |  | 22.75 613 | 10.94 592 | 58.96 658 | 12.24 586 | 7.57 570 | 37.33 629 | 20.08 623 | 33.89 555 | 37.37 563 | 33.49 609 | 44.32 615 | 39.36 613 | 28.43 598 | 32.19 608 | 38.55 639 | 2.25 579 | 2.69 622 | 2.37 596 | 3.59 615 | 4.33 587 | 5.01 584 |
|
| MeshStereo |   | 22.95 614 | 7.84 569 | 12.46 441 | 8.13 477 | 5.20 480 | 38.49 634 | 13.36 570 | 42.69 631 | 38.05 569 | 51.34 655 | 53.82 645 | 58.22 661 | 43.29 651 | 38.42 636 | 29.59 612 | 2.96 594 | 2.84 625 | 3.11 606 | 2.33 604 | 3.12 564 | 3.65 564 |
| 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 |
| Wz-Net-SNSev |  | 23.35 615 | 18.18 630 | 47.37 633 | 14.55 603 | 8.63 595 | 28.33 592 | 29.16 654 | 39.88 616 | 55.80 646 | 32.16 600 | 53.91 648 | 39.35 612 | 24.42 573 | 27.60 589 | 38.11 636 | 1.06 535 | 0.24 225 | 1.20 567 | 0.95 559 | 3.16 566 | 2.93 543 |
|
| DDUNet |  | 23.49 616 | 20.59 638 | 17.13 518 | 24.58 646 | 22.45 654 | 24.86 563 | 17.96 612 | 31.42 522 | 31.06 508 | 29.59 581 | 37.81 569 | 37.85 606 | 26.39 588 | 25.77 577 | 18.74 535 | 18.99 656 | 8.10 655 | 26.65 660 | 11.80 654 | 19.41 654 | 18.58 658 |
|
| MSMD_ROB |  | 23.50 617 | 10.55 588 | 15.65 501 | 17.87 625 | 10.07 611 | 35.58 624 | 19.04 618 | 34.53 565 | 37.81 568 | 41.55 635 | 60.11 660 | 46.01 640 | 39.81 642 | 32.74 610 | 24.92 578 | 6.86 629 | 3.63 635 | 8.92 637 | 11.16 653 | 7.21 609 | 5.99 597 |
|
| LE_ROB |  | 23.59 618 | 4.64 517 | 16.84 514 | 8.59 488 | 3.05 357 | 33.01 614 | 18.53 616 | 28.96 484 | 67.40 677 | 70.71 679 | 55.67 655 | 48.44 649 | 48.90 658 | 26.06 579 | 37.98 635 | 0.44 411 | 0.24 225 | 0.27 475 | 0.54 522 | 0.49 374 | 0.98 246 |
|
| ADCMid |  | 23.61 619 | 12.42 610 | 44.10 628 | 11.85 575 | 8.33 593 | 27.89 590 | 20.03 622 | 36.49 589 | 39.56 578 | 40.81 633 | 47.01 628 | 36.89 600 | 43.95 652 | 39.12 640 | 42.60 653 | 1.95 575 | 1.55 589 | 3.05 604 | 3.98 618 | 5.20 595 | 5.37 589 |
|
| zh-sn7 |  | 23.82 620 | 16.94 625 | 52.41 640 | 14.57 604 | 8.11 589 | 26.98 584 | 24.39 642 | 37.04 596 | 49.49 623 | 34.43 615 | 52.44 640 | 33.79 583 | 35.37 629 | 40.92 646 | 39.03 642 | 0.86 503 | 0.93 425 | 0.55 518 | 0.40 491 | 3.27 571 | 4.37 573 |
|
| AnyNet_C32 |  | 24.34 621 | 15.07 620 | 42.84 624 | 13.07 593 | 11.83 622 | 31.80 609 | 31.73 659 | 32.47 534 | 45.77 610 | 35.92 618 | 49.66 634 | 34.05 585 | 35.21 628 | 44.09 652 | 43.39 657 | 1.61 568 | 1.70 595 | 1.22 571 | 2.94 610 | 4.87 593 | 7.60 615 |
|
| PSMNet-RUCA |  | 24.65 622 | 28.24 652 | 42.85 625 | 35.58 659 | 34.48 664 | 16.04 468 | 11.34 545 | 40.36 619 | 31.70 513 | 31.88 595 | 41.00 592 | 37.50 605 | 25.41 581 | 29.19 598 | 17.07 521 | 12.35 650 | 2.12 609 | 20.72 653 | 8.27 644 | 17.19 651 | 9.64 633 |
|
| MFN_U_SF_DS_RVC |  | 24.71 623 | 14.86 619 | 32.18 600 | 26.47 648 | 10.48 615 | 40.27 641 | 22.83 629 | 36.88 595 | 44.51 604 | 42.59 637 | 47.13 629 | 40.20 618 | 28.00 596 | 36.70 627 | 28.36 600 | 4.23 611 | 4.00 639 | 6.73 627 | 16.35 661 | 5.05 594 | 6.34 602 |
|
| DStereoO |  | 24.73 624 | 17.10 627 | 15.98 505 | 16.15 618 | 9.73 609 | 18.79 519 | 19.24 620 | 35.12 572 | 41.17 586 | 31.19 592 | 29.42 472 | 32.58 571 | 33.95 625 | 42.12 649 | 29.02 609 | 48.86 676 | 5.31 644 | 28.90 662 | 3.60 616 | 28.35 662 | 8.04 620 |
|
| ccnet |  | 24.80 625 | 17.64 629 | 24.53 576 | 12.35 587 | 18.18 648 | 38.47 633 | 17.76 611 | 46.24 647 | 32.78 527 | 37.51 626 | 46.76 624 | 38.80 609 | 30.45 613 | 38.35 635 | 41.98 650 | 9.41 639 | 6.40 648 | 9.67 639 | 8.04 640 | 11.64 636 | 9.00 628 |
|
| FC-DCNN |   | 25.07 626 | 12.06 606 | 20.30 554 | 19.06 628 | 9.41 605 | 38.40 632 | 23.46 636 | 41.37 624 | 44.07 601 | 46.76 649 | 53.99 649 | 50.49 651 | 39.32 639 | 36.43 625 | 29.46 611 | 7.40 632 | 3.39 630 | 6.15 619 | 5.01 627 | 8.05 615 | 6.83 610 |
|
| FC-DCNN v2 |   | 25.13 627 | 12.03 604 | 19.82 549 | 19.08 629 | 9.43 606 | 38.89 636 | 23.42 633 | 41.85 628 | 44.02 600 | 46.96 650 | 54.51 651 | 50.70 652 | 39.69 641 | 36.34 622 | 29.25 610 | 7.36 631 | 3.39 630 | 6.17 620 | 5.02 628 | 8.00 614 | 6.71 608 |
|
| XQC |  | 25.15 628 | 18.26 631 | 52.31 639 | 22.53 642 | 12.15 625 | 37.47 630 | 21.78 626 | 38.74 608 | 55.51 645 | 32.40 602 | 30.75 492 | 38.36 607 | 30.19 612 | 38.28 634 | 41.25 648 | 4.61 613 | 1.44 579 | 2.77 603 | 2.26 603 | 12.52 637 | 9.49 632 |
|
| DPSNet |  | 25.20 629 | 7.92 571 | 36.17 610 | 11.72 572 | 6.85 555 | 53.68 658 | 43.17 670 | 52.22 662 | 60.09 663 | 31.61 594 | 39.76 585 | 40.91 621 | 35.82 630 | 33.42 611 | 26.48 591 | 4.98 619 | 2.10 608 | 0.50 512 | 1.13 573 | 9.63 623 | 5.83 594 |
|
| SGM-ForestM |  | 25.21 630 | 4.80 520 | 13.50 460 | 8.68 491 | 3.74 386 | 46.85 650 | 22.04 628 | 46.25 648 | 51.32 634 | 51.28 654 | 52.07 639 | 62.64 668 | 47.13 656 | 46.05 654 | 36.30 630 | 1.99 576 | 2.25 615 | 1.21 568 | 1.24 580 | 1.65 525 | 3.21 552 |
|
| PDISCO_ROB |  | 25.35 631 | 10.44 586 | 31.01 596 | 29.47 653 | 20.36 651 | 38.32 631 | 17.74 610 | 45.56 646 | 55.34 643 | 29.88 584 | 42.94 606 | 46.63 642 | 29.76 608 | 36.23 621 | 31.29 620 | 10.74 642 | 2.20 614 | 6.96 628 | 3.53 614 | 9.98 627 | 8.52 626 |
|
| EDNetEfficient |  | 25.68 632 | 22.94 644 | 77.88 684 | 9.49 513 | 7.66 575 | 20.89 535 | 17.37 606 | 22.52 403 | 56.02 647 | 61.49 669 | 53.31 643 | 35.83 597 | 41.88 649 | 25.06 574 | 39.53 644 | 0.86 503 | 0.83 397 | 0.91 550 | 2.82 608 | 8.28 616 | 7.98 619 |
|
| Wz-Net-TNSev |  | 25.85 633 | 21.47 641 | 59.51 660 | 10.38 539 | 7.64 573 | 42.40 646 | 23.33 632 | 35.97 581 | 54.36 638 | 36.56 621 | 43.26 609 | 45.90 639 | 41.27 646 | 37.81 632 | 37.10 633 | 2.35 583 | 1.90 602 | 0.77 535 | 1.34 583 | 5.89 604 | 7.75 617 |
|
| WZ-Net |  | 25.86 634 | 14.23 615 | 64.17 663 | 15.77 613 | 10.61 616 | 39.36 638 | 28.01 651 | 41.38 625 | 54.97 639 | 28.82 577 | 53.68 644 | 40.90 620 | 30.14 611 | 37.91 633 | 42.98 656 | 1.59 564 | 0.49 295 | 0.73 532 | 0.95 559 | 5.43 598 | 5.12 586 |
|
| AANet |  | 26.03 635 | 27.00 649 | 71.71 677 | 8.86 496 | 7.85 581 | 26.11 576 | 11.58 551 | 32.77 541 | 57.18 652 | 56.48 661 | 52.01 638 | 47.62 646 | 41.29 647 | 26.32 581 | 37.01 632 | 3.31 601 | 1.59 592 | 1.01 556 | 0.62 533 | 4.17 583 | 6.10 598 |
|
| GANetREF_RVC |   | 26.12 636 | 30.35 653 | 27.03 581 | 26.08 647 | 6.28 545 | 31.16 607 | 37.25 666 | 48.48 652 | 50.90 630 | 37.30 623 | 36.39 562 | 34.11 586 | 30.98 614 | 38.51 637 | 28.38 602 | 9.08 636 | 2.68 621 | 16.48 649 | 5.42 631 | 16.24 648 | 9.34 631 |
| 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 |  | 26.18 637 | 15.77 623 | 20.36 555 | 28.79 652 | 15.78 640 | 40.13 640 | 19.12 619 | 43.57 637 | 42.59 593 | 44.78 645 | 52.51 642 | 50.73 653 | 40.32 644 | 35.32 618 | 28.55 603 | 6.41 625 | 3.61 634 | 7.11 630 | 6.54 633 | 10.58 628 | 10.93 643 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| ADCS |  | 27.11 638 | 15.49 622 | 48.87 636 | 15.20 611 | 10.99 617 | 31.86 611 | 24.37 641 | 43.99 640 | 58.30 657 | 43.12 639 | 49.92 636 | 41.90 627 | 41.43 648 | 42.90 651 | 46.29 661 | 3.00 596 | 2.60 618 | 2.45 598 | 3.47 613 | 7.63 611 | 8.41 624 |
|
| DStereoSA |  | 27.51 639 | 16.95 626 | 39.62 618 | 24.04 644 | 14.80 635 | 30.48 603 | 23.73 638 | 50.41 657 | 60.07 662 | 27.79 570 | 38.11 573 | 30.59 555 | 39.26 637 | 39.62 642 | 28.37 601 | 8.40 634 | 8.74 656 | 15.41 647 | 11.82 655 | 23.60 659 | 18.34 657 |
|
| DLNR_Zeroshot_test |   | 27.91 640 | 51.88 668 | 91.97 698 | 98.26 707 | 97.92 708 | 3.07 56 | 0.49 64 | 31.27 519 | 8.33 213 | 8.40 240 | 15.66 294 | 7.22 238 | 1.66 84 | 12.16 320 | 4.82 306 | 40.46 670 | 1.87 599 | 0.06 324 | 0.33 449 | 80.45 695 | 1.99 452 |
|
| DLNR-FE |  | 27.94 641 | 51.88 668 | 92.05 699 | 98.26 707 | 97.81 707 | 3.06 54 | 0.49 64 | 31.86 529 | 8.33 213 | 8.42 241 | 15.65 293 | 7.22 238 | 1.66 84 | 12.17 321 | 4.82 306 | 40.33 669 | 1.88 600 | 0.06 324 | 0.33 449 | 80.59 696 | 1.99 452 |
|
| DStereoFS |  | 28.34 642 | 22.11 642 | 31.39 597 | 19.66 630 | 13.66 633 | 31.81 610 | 16.21 594 | 51.57 660 | 48.70 618 | 36.67 622 | 45.44 620 | 37.43 603 | 42.50 650 | 52.87 667 | 35.33 629 | 9.14 637 | 7.23 652 | 16.25 648 | 9.82 649 | 19.63 655 | 19.47 661 |
|
| MFN_U_SF_RVC |  | 28.91 643 | 15.44 621 | 55.12 647 | 22.00 638 | 8.49 594 | 41.39 643 | 15.36 586 | 52.74 663 | 46.70 615 | 47.83 651 | 53.87 647 | 54.97 658 | 40.50 645 | 39.54 641 | 40.77 646 | 6.09 623 | 4.92 643 | 7.08 629 | 9.02 646 | 7.68 612 | 8.69 627 |
|
| PASM |  | 29.37 644 | 19.17 633 | 50.43 638 | 23.55 643 | 23.15 656 | 27.62 587 | 27.82 650 | 35.90 578 | 50.76 627 | 35.98 619 | 40.55 590 | 47.26 645 | 34.98 627 | 35.28 617 | 38.72 640 | 12.58 652 | 15.96 663 | 17.57 652 | 22.46 663 | 13.71 640 | 13.92 649 |
|
| EDNetEfficientorigin |  | 29.50 645 | 36.05 660 | 99.77 711 | 9.67 517 | 5.93 525 | 26.79 582 | 16.02 592 | 26.87 460 | 55.18 642 | 61.15 666 | 57.72 656 | 45.04 636 | 50.99 661 | 26.90 585 | 44.78 659 | 0.53 432 | 0.54 311 | 1.72 582 | 2.53 606 | 11.05 633 | 10.75 640 |
|
| AnyNet_C01 |  | 30.67 646 | 27.57 650 | 76.09 682 | 17.61 622 | 12.18 626 | 50.42 655 | 28.89 653 | 39.14 613 | 41.14 585 | 41.36 634 | 65.66 672 | 47.21 644 | 40.16 643 | 47.50 655 | 49.82 668 | 2.38 585 | 2.79 624 | 2.31 593 | 2.83 609 | 8.35 617 | 9.99 637 |
|
| LSM |  | 30.92 647 | 21.18 640 | 57.13 655 | 19.98 631 | 54.02 677 | 33.70 618 | 25.92 646 | 43.87 638 | 49.18 620 | 46.43 648 | 55.59 654 | 43.44 630 | 36.70 633 | 36.70 627 | 28.75 604 | 2.94 593 | 9.77 657 | 5.07 615 | 8.20 643 | 10.77 629 | 29.00 666 |
|
| RTS |  | 30.97 648 | 24.38 646 | 96.47 701 | 17.75 623 | 12.63 629 | 58.43 667 | 26.47 647 | 38.01 602 | 63.33 668 | 44.41 643 | 46.81 625 | 33.16 578 | 45.26 653 | 52.06 663 | 42.65 654 | 2.66 590 | 1.40 569 | 1.09 559 | 1.02 567 | 5.49 600 | 5.86 595 |
|
| RTSA |  | 30.97 648 | 24.38 646 | 96.47 701 | 17.75 623 | 12.63 629 | 58.43 667 | 26.47 647 | 38.01 602 | 63.33 668 | 44.41 643 | 46.81 625 | 33.16 578 | 45.26 653 | 52.06 663 | 42.65 654 | 2.66 590 | 1.40 569 | 1.09 559 | 1.02 567 | 5.49 600 | 5.86 595 |
|
| DispFullNet |  | 31.01 650 | 32.97 655 | 59.04 659 | 30.27 654 | 28.46 660 | 33.06 615 | 11.44 547 | 37.69 600 | 54.13 637 | 33.30 607 | 37.78 568 | 44.68 635 | 28.96 602 | 42.19 650 | 29.68 614 | 12.35 650 | 3.56 633 | 36.10 666 | 12.90 657 | 32.29 666 | 19.42 660 |
|
| coex-ft |  | 31.29 651 | 39.15 664 | 93.51 700 | 9.71 520 | 5.77 512 | 36.25 626 | 26.79 649 | 31.43 523 | 59.45 660 | 73.35 683 | 58.73 658 | 45.49 638 | 48.48 657 | 30.19 601 | 46.52 663 | 1.59 564 | 1.71 596 | 0.94 552 | 0.97 563 | 9.43 622 | 6.35 604 |
|
| MANE |  | 33.27 652 | 12.69 611 | 21.10 560 | 22.10 639 | 15.09 638 | 49.75 653 | 29.51 655 | 54.10 666 | 56.36 649 | 59.73 662 | 64.93 669 | 65.43 673 | 57.34 671 | 52.70 666 | 41.02 647 | 10.52 641 | 6.09 647 | 7.35 632 | 20.29 662 | 9.66 624 | 9.65 634 |
|
| otaku |  | 33.83 653 | 36.87 662 | 53.81 641 | 40.41 662 | 21.58 652 | 54.54 660 | 17.45 607 | 44.01 641 | 61.47 664 | 39.63 629 | 50.06 637 | 46.76 643 | 29.76 608 | 40.64 645 | 30.07 616 | 19.17 657 | 7.09 651 | 32.34 664 | 9.92 650 | 24.17 660 | 16.94 654 |
|
| PVD |  | 34.10 654 | 19.91 635 | 39.04 614 | 27.08 650 | 18.09 647 | 35.11 622 | 44.32 672 | 52.16 661 | 66.36 674 | 53.04 658 | 64.50 667 | 52.33 656 | 56.17 667 | 52.24 665 | 42.11 651 | 4.17 610 | 4.82 642 | 9.60 638 | 4.65 624 | 11.11 634 | 25.25 664 |
|
| ELAS |   | 34.78 655 | 20.32 636 | 38.13 613 | 21.79 636 | 14.89 636 | 57.95 666 | 37.04 665 | 51.15 659 | 51.19 633 | 60.95 665 | 64.42 666 | 59.08 663 | 54.44 664 | 51.53 661 | 46.26 660 | 12.00 648 | 7.83 653 | 10.46 640 | 8.04 640 | 14.42 641 | 13.71 648 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ELAS_RVC |   | 34.88 656 | 20.50 637 | 37.14 612 | 22.37 641 | 15.07 637 | 54.02 659 | 38.42 667 | 50.06 655 | 56.72 651 | 61.86 670 | 63.52 662 | 58.79 662 | 54.60 665 | 54.13 669 | 43.99 658 | 12.20 649 | 7.90 654 | 10.75 642 | 7.65 638 | 14.42 641 | 13.42 647 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| SAMSARA |  | 35.29 657 | 19.78 634 | 33.90 605 | 55.86 672 | 36.15 665 | 76.79 688 | 94.89 702 | 49.29 653 | 51.59 635 | 38.15 627 | 37.83 570 | 53.71 657 | 39.29 638 | 40.56 644 | 40.41 645 | 4.02 608 | 6.72 650 | 2.35 595 | 4.12 620 | 9.70 625 | 10.76 641 |
|
| Ntro |  | 35.59 658 | 38.58 663 | 55.41 648 | 43.66 666 | 22.54 655 | 57.26 661 | 23.73 638 | 47.69 651 | 63.99 671 | 39.63 629 | 48.82 631 | 47.68 647 | 37.60 636 | 41.55 648 | 30.80 619 | 17.85 655 | 6.61 649 | 33.21 665 | 10.52 652 | 26.65 661 | 17.97 656 |
|
| BEATNet-Init1 |  | 36.29 659 | 22.72 643 | 56.79 652 | 28.53 651 | 13.41 632 | 59.81 670 | 33.49 660 | 53.72 665 | 58.64 658 | 60.78 664 | 63.63 663 | 70.42 676 | 56.59 669 | 53.93 668 | 46.48 662 | 5.63 620 | 4.14 640 | 7.49 633 | 7.45 634 | 11.35 635 | 10.88 642 |
|
| ACVNet-4b |  | 36.91 660 | 52.81 670 | 57.04 653 | 42.64 665 | 22.08 653 | 48.32 652 | 14.64 581 | 50.28 656 | 59.78 661 | 43.17 640 | 46.34 623 | 55.50 659 | 24.49 574 | 39.03 639 | 23.55 564 | 25.75 662 | 3.76 636 | 47.36 670 | 33.76 670 | 28.62 663 | 19.22 659 |
|
| GCST |   | 37.71 661 | 41.51 665 | 27.28 582 | 92.08 703 | 36.49 666 | 24.16 558 | 0.99 106 | 26.00 442 | 20.14 387 | 26.34 555 | 15.80 297 | 19.97 458 | 4.67 224 | 17.54 491 | 5.83 346 | 80.93 696 | 35.32 673 | 87.67 702 | 74.76 691 | 73.87 691 | 42.93 677 |
|
| MSC_U_SF_DS_RVC |  | 37.85 662 | 35.62 659 | 55.10 646 | 38.16 661 | 13.19 631 | 57.63 664 | 24.72 643 | 52.87 664 | 63.40 670 | 66.39 675 | 63.74 664 | 58.16 660 | 54.28 663 | 51.56 662 | 47.39 664 | 9.36 638 | 5.44 645 | 14.82 646 | 15.34 660 | 18.80 653 | 11.04 644 |
|
| Consistency-Raft |  | 41.94 663 | 35.39 658 | 45.40 630 | 33.16 657 | 41.47 670 | 45.14 649 | 33.50 661 | 56.78 670 | 55.37 644 | 32.11 599 | 65.41 670 | 30.46 554 | 49.76 659 | 40.94 647 | 48.33 667 | 27.72 663 | 35.00 672 | 43.33 668 | 51.89 681 | 39.60 668 | 28.04 665 |
|
| ACVNet_1 |  | 42.11 664 | 50.66 667 | 66.19 668 | 45.24 668 | 25.33 659 | 50.11 654 | 25.60 645 | 55.90 667 | 65.25 672 | 60.15 663 | 59.98 659 | 63.57 670 | 50.05 660 | 50.45 659 | 38.46 638 | 20.06 658 | 11.00 658 | 38.79 667 | 14.48 659 | 31.31 665 | 19.68 662 |
|
| light-stereo |  | 42.25 665 | 30.78 654 | 57.20 656 | 55.59 671 | 50.18 672 | 38.55 635 | 18.93 617 | 47.48 650 | 51.14 632 | 53.98 659 | 55.09 652 | 62.87 669 | 36.58 632 | 49.46 657 | 34.56 627 | 35.07 665 | 27.20 670 | 21.05 654 | 28.93 666 | 47.11 670 | 43.17 678 |
|
| NVStereoNet_ROB |  | 42.81 666 | 34.00 656 | 46.84 632 | 37.40 660 | 28.64 661 | 35.65 625 | 33.88 663 | 49.95 654 | 58.27 656 | 69.65 678 | 75.69 682 | 66.36 674 | 65.66 675 | 48.37 656 | 62.04 681 | 16.50 654 | 25.07 667 | 23.61 657 | 32.35 668 | 21.58 657 | 24.72 663 |
| 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 |  | 46.09 667 | 34.58 657 | 56.32 650 | 34.09 658 | 32.26 663 | 43.96 647 | 18.17 614 | 50.50 658 | 57.55 654 | 51.51 656 | 64.67 668 | 70.37 675 | 54.67 666 | 50.74 660 | 54.45 673 | 54.81 679 | 15.31 662 | 55.16 676 | 36.55 671 | 43.82 669 | 42.26 676 |
|
| RainbowNet |  | 51.77 668 | 63.10 679 | 65.03 667 | 60.15 673 | 39.21 669 | 59.39 669 | 31.46 658 | 57.61 672 | 78.49 689 | 50.61 653 | 66.05 673 | 59.57 664 | 45.26 653 | 50.17 658 | 42.57 652 | 46.92 675 | 45.90 680 | 53.26 674 | 32.46 669 | 54.03 676 | 34.14 669 |
|
| anonymity |  | 52.60 669 | 58.73 672 | 63.81 662 | 41.37 664 | 59.41 681 | 53.52 657 | 41.39 668 | 56.50 669 | 40.60 583 | 55.03 660 | 49.64 633 | 49.57 650 | 56.22 668 | 59.42 671 | 50.07 669 | 55.57 680 | 50.19 686 | 51.15 672 | 51.23 679 | 51.90 672 | 56.75 682 |
|
| MADNet+ |  | 53.97 670 | 69.36 682 | 98.79 708 | 67.30 677 | 38.52 667 | 79.97 692 | 81.50 696 | 61.38 674 | 62.53 666 | 52.01 657 | 55.50 653 | 61.22 667 | 59.61 673 | 70.25 681 | 77.26 696 | 25.21 661 | 25.07 667 | 17.40 651 | 12.69 656 | 34.21 667 | 29.70 668 |
|
| JetBlue |  | 54.72 671 | 46.20 666 | 75.05 680 | 51.44 669 | 47.85 671 | 76.48 687 | 62.38 682 | 64.44 676 | 62.86 667 | 63.67 673 | 65.49 671 | 78.96 684 | 68.77 676 | 68.63 679 | 75.95 695 | 37.07 666 | 25.78 669 | 29.10 663 | 29.19 667 | 29.75 664 | 35.27 671 |
|
| SGM+DAISY |  | 55.54 672 | 57.77 671 | 64.45 665 | 40.89 663 | 53.89 675 | 63.34 673 | 50.45 675 | 56.00 668 | 45.95 611 | 61.43 668 | 64.32 665 | 61.05 666 | 56.70 670 | 61.32 674 | 56.86 675 | 56.51 682 | 49.35 684 | 50.49 671 | 50.00 678 | 52.52 673 | 57.57 683 |
|
| SPS-STEREO |   | 56.02 673 | 59.82 675 | 64.35 664 | 45.23 667 | 53.96 676 | 61.34 671 | 44.05 671 | 60.08 673 | 50.73 626 | 62.61 671 | 61.78 661 | 59.73 665 | 57.62 672 | 60.63 673 | 59.08 676 | 58.29 683 | 48.28 681 | 51.30 673 | 49.29 677 | 55.67 677 | 56.59 681 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| Selective-IGEV-i16pa |  | 56.56 674 | 60.67 676 | 69.19 675 | 22.34 640 | 15.26 639 | 97.11 702 | 30.72 657 | 86.87 701 | 94.61 705 | 85.93 698 | 93.32 700 | 82.19 689 | 75.10 686 | 96.78 709 | 79.88 699 | 31.52 664 | 14.19 661 | 17.22 650 | 8.27 644 | 17.02 649 | 52.98 679 |
|
| Selective-IGEV-i1pa |  | 57.38 675 | 73.68 687 | 57.99 657 | 30.52 655 | 16.00 642 | 94.78 699 | 47.32 673 | 81.01 698 | 87.35 697 | 88.30 701 | 87.25 697 | 74.22 680 | 69.27 677 | 94.79 707 | 75.11 693 | 45.36 674 | 27.45 671 | 26.50 659 | 13.85 658 | 21.66 658 | 35.12 670 |
|
| ACVNet_2 |  | 58.13 676 | 62.74 678 | 73.58 679 | 66.59 676 | 38.77 668 | 63.23 672 | 49.56 674 | 72.12 687 | 82.24 693 | 79.37 691 | 88.96 699 | 76.25 681 | 73.29 682 | 55.14 670 | 48.05 665 | 38.17 667 | 24.21 666 | 54.92 675 | 37.94 672 | 48.23 671 | 29.29 667 |
|
| IMH-64-1 |  | 59.89 677 | 58.89 673 | 69.08 672 | 66.46 674 | 50.96 673 | 57.48 662 | 51.18 676 | 69.03 680 | 67.25 675 | 67.90 676 | 80.31 687 | 70.42 676 | 74.30 683 | 72.66 687 | 50.07 669 | 42.88 671 | 43.00 677 | 65.88 678 | 47.48 674 | 53.41 674 | 39.15 672 |
|
| IMH-64 |  | 59.89 677 | 58.89 673 | 69.08 672 | 66.46 674 | 50.96 673 | 57.48 662 | 51.18 676 | 69.03 680 | 67.25 675 | 67.90 676 | 80.31 687 | 70.42 676 | 74.30 683 | 72.66 687 | 50.07 669 | 42.88 671 | 43.00 677 | 65.88 678 | 47.48 674 | 53.41 674 | 39.15 672 |
|
| IMH |  | 63.51 679 | 61.05 677 | 69.15 674 | 69.90 678 | 54.09 678 | 65.82 677 | 55.66 678 | 72.12 687 | 72.52 682 | 72.73 681 | 81.82 689 | 73.16 679 | 79.86 689 | 77.03 692 | 52.57 672 | 44.46 673 | 50.01 685 | 68.11 680 | 51.57 680 | 56.59 678 | 41.88 675 |
|
| TorneroNet-64 |  | 66.18 680 | 71.37 684 | 72.19 678 | 76.80 682 | 59.54 682 | 67.82 678 | 59.56 679 | 67.83 679 | 79.98 690 | 63.09 672 | 67.00 674 | 82.98 690 | 69.97 679 | 68.02 676 | 62.78 682 | 49.03 677 | 44.17 679 | 73.23 682 | 64.19 683 | 69.14 682 | 54.83 680 |
|
| PWCK |  | 66.53 681 | 88.82 701 | 80.30 687 | 80.69 690 | 30.85 662 | 65.18 676 | 41.64 669 | 72.55 689 | 71.28 681 | 78.68 690 | 69.18 676 | 78.14 683 | 62.17 674 | 82.93 698 | 63.46 683 | 80.46 695 | 40.52 676 | 82.05 693 | 47.71 676 | 74.54 692 | 39.47 674 |
|
| WAO-6 |  | 71.06 682 | 73.42 686 | 67.24 669 | 79.78 689 | 61.93 685 | 69.67 679 | 60.23 680 | 75.12 692 | 87.02 696 | 74.87 684 | 79.60 686 | 79.28 685 | 84.75 697 | 68.25 678 | 61.91 680 | 67.67 686 | 48.98 683 | 81.65 691 | 73.43 688 | 66.76 680 | 59.64 684 |
|
| TorneroNet |  | 71.59 683 | 73.91 688 | 76.67 683 | 81.06 691 | 65.65 686 | 71.44 681 | 65.68 684 | 71.66 686 | 75.08 684 | 71.76 680 | 73.09 681 | 84.12 694 | 74.51 685 | 70.46 682 | 69.58 686 | 59.87 684 | 48.58 682 | 79.93 687 | 73.78 689 | 75.74 693 | 69.18 693 |
|
| LVE |  | 71.96 684 | 73.19 685 | 84.13 691 | 75.60 681 | 55.78 680 | 75.59 684 | 63.60 683 | 77.67 693 | 83.64 694 | 82.16 692 | 87.25 697 | 83.54 692 | 82.79 694 | 76.17 690 | 65.22 684 | 49.11 678 | 57.71 692 | 74.86 684 | 62.93 682 | 66.84 681 | 61.36 685 |
|
| MFMNet_re |  | 72.11 685 | 79.45 693 | 64.79 666 | 52.91 670 | 84.26 696 | 78.00 690 | 69.47 687 | 64.08 675 | 67.45 678 | 61.33 667 | 71.28 678 | 64.22 671 | 69.42 678 | 72.45 684 | 61.54 678 | 81.63 698 | 73.93 699 | 80.19 689 | 74.21 690 | 83.02 698 | 88.49 701 |
|
| WAO-7 |  | 72.48 686 | 78.58 690 | 55.84 649 | 79.20 687 | 69.56 691 | 71.30 680 | 73.06 691 | 78.20 696 | 84.37 695 | 77.52 687 | 85.78 693 | 79.44 686 | 80.26 690 | 65.93 675 | 66.47 685 | 62.13 685 | 69.81 697 | 70.46 681 | 73.18 687 | 66.66 679 | 61.95 686 |
|
| notaker |  | 72.59 687 | 79.99 695 | 79.75 686 | 79.06 686 | 68.60 689 | 63.66 674 | 62.15 681 | 69.61 683 | 75.78 685 | 77.77 688 | 79.16 685 | 79.92 687 | 84.80 698 | 77.69 693 | 59.73 677 | 70.15 689 | 61.03 693 | 77.65 686 | 68.69 685 | 70.81 684 | 65.81 690 |
|
| ktn |  | 72.86 688 | 80.20 696 | 70.88 676 | 79.38 688 | 69.76 692 | 75.01 682 | 70.17 690 | 69.27 682 | 77.21 686 | 73.05 682 | 77.79 684 | 77.79 682 | 77.01 687 | 73.04 689 | 56.44 674 | 79.36 692 | 66.31 694 | 80.24 690 | 68.37 684 | 72.53 689 | 63.45 687 |
|
| UNDER WATER-64 |  | 73.59 689 | 75.19 689 | 88.26 694 | 74.50 680 | 55.55 679 | 78.94 691 | 76.55 693 | 65.86 677 | 68.37 679 | 75.79 686 | 69.24 677 | 84.00 693 | 77.49 688 | 69.01 680 | 73.11 689 | 81.39 697 | 57.22 691 | 82.69 694 | 80.62 694 | 69.53 683 | 68.45 692 |
|
| LRCNet_RVC |  | 73.95 690 | 70.63 683 | 75.65 681 | 77.92 684 | 60.69 684 | 41.66 644 | 16.24 595 | 71.26 685 | 48.66 617 | 88.23 700 | 93.84 703 | 90.11 702 | 82.18 692 | 80.69 697 | 61.88 679 | 97.09 710 | 72.20 698 | 96.71 709 | 97.62 710 | 77.99 694 | 77.70 697 |
|
| DPSimNet_ROB |  | 74.86 691 | 83.75 699 | 61.14 661 | 77.51 683 | 65.78 687 | 76.04 686 | 75.86 692 | 74.62 691 | 77.61 687 | 82.20 693 | 75.97 683 | 80.50 688 | 72.45 680 | 68.06 677 | 84.65 701 | 81.90 699 | 52.11 687 | 79.97 688 | 76.71 693 | 70.85 685 | 79.47 698 |
|
| UNDER WATER |  | 76.36 692 | 79.65 694 | 88.23 693 | 84.62 693 | 67.01 688 | 77.90 689 | 78.03 694 | 67.43 678 | 72.64 683 | 75.52 685 | 71.49 680 | 85.52 695 | 82.57 693 | 70.68 683 | 75.48 694 | 79.61 694 | 54.01 688 | 86.59 700 | 84.76 699 | 72.44 688 | 72.94 695 |
|
| TCMNet-wrong-test |  | 76.88 693 | 91.55 704 | 89.69 695 | 97.65 706 | 97.33 706 | 94.96 700 | 92.79 701 | 70.14 684 | 66.18 673 | 63.79 674 | 71.43 679 | 65.35 672 | 51.30 662 | 85.36 700 | 74.52 692 | 56.30 681 | 20.24 664 | 82.94 698 | 82.30 696 | 95.20 710 | 88.51 702 |
|
| WAO-8 |  | 77.20 694 | 78.94 691 | 67.39 670 | 86.73 697 | 72.82 693 | 79.98 693 | 69.63 688 | 77.88 694 | 88.66 699 | 83.17 695 | 86.77 694 | 85.56 696 | 85.20 699 | 72.63 685 | 69.82 687 | 75.00 690 | 55.65 689 | 87.92 703 | 83.63 697 | 71.60 686 | 64.97 688 |
|
| Venus |  | 77.20 694 | 78.94 691 | 67.39 670 | 86.73 697 | 72.82 693 | 79.98 693 | 69.63 688 | 77.88 694 | 88.66 699 | 83.17 695 | 86.77 694 | 85.56 696 | 85.20 699 | 72.63 685 | 69.82 687 | 75.00 690 | 55.65 689 | 87.92 703 | 83.63 697 | 71.61 687 | 64.97 688 |
|
| HanzoNet |  | 77.99 696 | 81.45 698 | 83.64 688 | 78.05 685 | 69.26 690 | 75.78 685 | 69.09 686 | 73.99 690 | 78.09 688 | 82.39 694 | 83.06 690 | 85.66 698 | 87.00 702 | 86.11 701 | 74.40 691 | 85.46 703 | 68.53 696 | 81.84 692 | 75.61 692 | 73.07 690 | 67.26 691 |
|
| JetRed |  | 79.80 697 | 80.33 697 | 91.79 697 | 71.25 679 | 75.71 695 | 91.85 696 | 80.84 695 | 79.41 697 | 80.84 691 | 84.48 697 | 84.47 692 | 83.34 691 | 72.72 681 | 79.51 694 | 85.74 702 | 69.66 688 | 81.68 700 | 73.70 683 | 72.68 686 | 82.42 697 | 73.53 696 |
|
| Dean |  | 80.94 698 | 86.19 700 | 83.94 690 | 85.03 696 | 60.07 683 | 75.42 683 | 67.27 685 | 81.85 699 | 88.36 698 | 92.35 703 | 87.09 696 | 92.14 704 | 93.19 704 | 83.37 699 | 74.06 690 | 68.69 687 | 66.48 695 | 94.89 708 | 84.90 700 | 83.86 700 | 69.69 694 |
|
| ASD4 |  | 87.80 699 | 90.70 703 | 83.73 689 | 83.43 692 | 90.78 702 | 97.93 704 | 99.61 710 | 89.14 702 | 96.84 706 | 88.33 702 | 93.49 701 | 89.94 701 | 86.43 701 | 88.88 702 | 91.91 703 | 79.57 693 | 81.89 701 | 76.64 685 | 81.57 695 | 83.78 699 | 81.45 699 |
|
| RSGM-EC |  | 88.05 700 | 67.56 680 | 54.72 643 | 84.76 694 | 87.14 697 | 94.31 697 | 92.47 699 | 94.54 706 | 98.04 707 | 95.58 707 | 98.08 707 | 85.88 699 | 83.46 695 | 79.65 695 | 79.54 697 | 95.39 707 | 97.60 707 | 91.56 705 | 95.03 707 | 94.55 708 | 91.16 706 |
|
| acva |  | 88.05 700 | 67.56 680 | 54.72 643 | 84.76 694 | 87.14 697 | 94.31 697 | 92.47 699 | 94.54 706 | 98.04 707 | 95.58 707 | 98.08 707 | 85.88 699 | 83.46 695 | 79.65 695 | 79.54 697 | 95.39 707 | 97.60 707 | 91.56 705 | 95.03 707 | 94.55 708 | 91.16 706 |
|
| KSHMR |  | 88.63 702 | 93.05 705 | 84.15 692 | 95.59 704 | 91.74 703 | 82.94 695 | 83.28 697 | 84.59 700 | 81.87 692 | 87.85 699 | 83.96 691 | 91.71 703 | 81.49 691 | 76.73 691 | 82.12 700 | 96.47 709 | 96.06 706 | 96.71 709 | 97.16 709 | 92.74 706 | 92.47 709 |
|
| tt |  | 89.84 703 | 1.21 109 | 99.99 713 | 99.29 711 | 100.00 716 | 100.00 714 | 100.00 715 | 100.00 716 | 99.99 714 | 78.46 689 | 68.51 675 | 99.99 717 | 100.00 714 | 100.00 717 | 100.00 717 | 95.27 705 | 99.93 713 | 87.33 701 | 86.20 701 | 94.13 707 | 86.50 700 |
|
| xxxxx1 |  | 91.89 704 | 95.36 707 | 98.42 705 | 87.40 699 | 89.37 699 | 98.54 705 | 98.20 707 | 92.95 703 | 93.30 702 | 93.53 704 | 95.30 704 | 97.01 706 | 96.36 705 | 94.68 704 | 94.93 704 | 83.39 700 | 84.31 702 | 82.86 695 | 88.15 703 | 84.30 701 | 89.46 703 |
|
| tt_ll |  | 91.89 704 | 95.36 707 | 98.42 705 | 87.40 699 | 89.37 699 | 98.54 705 | 98.20 707 | 92.95 703 | 93.30 702 | 93.53 704 | 95.30 704 | 97.01 706 | 96.36 705 | 94.68 704 | 94.93 704 | 83.39 700 | 84.31 702 | 82.86 695 | 88.15 703 | 84.30 701 | 89.46 703 |
|
| ff |  | 91.89 704 | 95.36 707 | 98.42 705 | 87.40 699 | 89.37 699 | 98.54 705 | 98.20 707 | 92.95 703 | 93.30 702 | 93.53 704 | 95.30 704 | 97.01 706 | 96.36 705 | 94.68 704 | 94.93 704 | 83.39 700 | 84.31 702 | 82.86 695 | 88.15 703 | 84.30 701 | 89.46 703 |
|
| USTest |  | 93.46 707 | 90.54 702 | 77.93 685 | 88.02 702 | 92.66 704 | 99.95 712 | 99.98 713 | 99.76 713 | 99.80 712 | 99.20 712 | 99.52 712 | 98.00 709 | 99.17 710 | 89.23 703 | 99.32 711 | 90.19 704 | 98.20 709 | 84.23 699 | 87.33 702 | 84.55 704 | 91.69 708 |
|
| MADNet++ |  | 94.07 708 | 93.58 706 | 90.62 696 | 96.24 705 | 96.57 705 | 97.26 703 | 90.52 698 | 94.64 708 | 91.89 701 | 97.09 709 | 93.64 702 | 94.65 705 | 92.81 703 | 96.06 708 | 95.06 707 | 95.31 706 | 95.85 705 | 92.44 707 | 92.08 706 | 91.00 705 | 94.17 711 |
|
| PML |  | 99.07 709 | 100.00 716 | 98.17 704 | 99.22 710 | 99.21 710 | 99.98 713 | 99.74 711 | 98.27 710 | 98.10 709 | 100.00 717 | 99.37 710 | 98.77 711 | 99.85 711 | 100.00 717 | 98.07 709 | 100.00 714 | 99.54 710 | 100.00 714 | 99.51 712 | 99.87 713 | 93.65 710 |
|
| MEDIAN_ROB |  | 99.20 710 | 99.85 711 | 99.64 710 | 98.51 709 | 98.53 709 | 98.60 708 | 97.88 706 | 98.83 711 | 98.59 710 | 99.35 713 | 99.47 711 | 99.57 712 | 99.05 709 | 98.38 710 | 98.37 710 | 99.99 712 | 99.63 711 | 100.00 714 | 100.00 715 | 99.82 712 | 99.92 715 |
|
| HaxPig |  | 99.40 711 | 99.99 713 | 97.53 703 | 99.99 715 | 99.99 714 | 96.91 701 | 97.19 704 | 99.57 712 | 99.99 714 | 99.98 716 | 100.00 714 | 99.99 717 | 99.96 713 | 99.06 711 | 97.86 708 | 99.99 712 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 99.98 716 |
|
| Anonymous_1 |  | 99.63 712 | 99.96 712 | 99.94 712 | 99.77 712 | 99.59 711 | 100.00 714 | 100.00 715 | 99.81 715 | 99.98 713 | 99.63 714 | 99.94 713 | 99.75 714 | 100.00 714 | 99.67 712 | 99.89 712 | 98.37 711 | 99.84 712 | 98.70 711 | 99.26 711 | 99.29 711 | 99.24 712 |
|
| test_example2 |  | 99.67 713 | 99.99 713 | 99.99 713 | 100.00 716 | 99.99 714 | 99.87 711 | 99.99 714 | 98.01 709 | 100.00 716 | 100.00 717 | 100.00 714 | 98.18 710 | 98.43 708 | 99.98 714 | 99.98 713 | 100.00 714 | 99.99 714 | 99.40 712 | 99.52 713 | 100.00 716 | 100.00 717 |
|
| ccccc |  | 99.70 714 | 98.11 710 | 100.00 715 | 100.00 716 | 100.00 716 | 99.33 710 | 99.79 712 | 99.78 714 | 99.22 711 | 99.63 714 | 98.82 709 | 99.67 713 | 99.92 712 | 99.95 713 | 99.99 714 | 100.00 714 | 100.00 715 | 99.97 713 | 99.91 714 | 100.00 716 | 100.00 717 |
|
| AVERAGE_ROB |  | 99.81 715 | 99.99 713 | 99.44 709 | 100.00 716 | 100.00 716 | 99.02 709 | 97.81 705 | 100.00 716 | 100.00 716 | 100.00 717 | 100.00 714 | 100.00 719 | 100.00 714 | 100.00 717 | 100.00 717 | 100.00 714 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| DPSMNet_ROB |  | 99.95 716 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 716 | 99.16 710 | 100.00 714 | 99.95 715 | 100.00 714 | 99.98 714 | 99.99 714 | 100.00 714 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| DGTPSM_ROB |  | 99.95 716 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 716 | 99.16 710 | 100.00 714 | 99.95 715 | 100.00 714 | 99.98 714 | 99.99 714 | 100.00 714 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| iinet-test |  | 99.97 718 | 100.00 716 | 100.00 715 | 99.84 713 | 99.87 712 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 717 | 100.00 714 | 100.00 719 | 100.00 714 | 100.00 717 | 100.00 717 | 100.00 714 | 100.00 715 | 100.00 714 | 100.00 715 | 99.92 714 | 99.83 714 |
|
| IINet |  | 99.97 718 | 100.00 716 | 100.00 715 | 99.84 713 | 99.87 712 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 717 | 100.00 714 | 100.00 719 | 100.00 714 | 100.00 717 | 100.00 717 | 100.00 714 | 100.00 715 | 100.00 714 | 100.00 715 | 99.92 714 | 99.82 713 |
|
| Hybrid-DGEV |  | 100.00 720 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 717 | 100.00 714 | 100.00 719 | 100.00 714 | 100.00 717 | 100.00 717 | 100.00 714 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| RAFT-FEzeroshot |  | 100.00 720 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 717 | 100.00 714 | 100.00 719 | 100.00 714 | 100.00 717 | 100.00 717 | 100.00 714 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| RAFT-FE |  | 100.00 720 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 717 | 100.00 714 | 100.00 719 | 100.00 714 | 100.00 717 | 100.00 717 | 100.00 714 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| FlowAnything |  | 100.00 720 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 717 | 100.00 714 | 100.00 719 | 100.00 714 | 100.00 717 | 100.00 717 | 100.00 714 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| Selective-RAFT-Error |  | 100.00 720 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 717 | 100.00 714 | 100.00 719 | 100.00 714 | 100.00 717 | 100.00 717 | 100.00 714 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| CasAABBNet |  | 100.00 720 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 717 | 100.00 714 | 100.00 719 | 100.00 714 | 100.00 717 | 100.00 717 | 100.00 714 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| LSM0 |  | 100.00 720 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 717 | 100.00 714 | 100.00 719 | 100.00 714 | 100.00 717 | 100.00 717 | 100.00 714 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| DPSM_ROB |  | 100.00 720 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 717 | 100.00 714 | 100.00 719 | 100.00 714 | 100.00 717 | 100.00 717 | 100.00 714 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| DPSM |  | 100.00 720 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 716 | 100.00 717 | 100.00 714 | 100.00 719 | 100.00 714 | 100.00 717 | 100.00 717 | 100.00 714 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| GS-Stereo |  | | | | | | | 1.45 153 | 9.98 164 | 5.42 133 | 3.09 115 | 2.76 58 | 1.86 93 | 2.22 108 | 3.97 44 | 1.97 124 | 0.06 166 | 1.02 476 | 0.00 1 | 0.86 550 | 0.25 223 | 2.14 482 |
|
| FADE |  | | 36.34 661 | | 32.23 656 | 23.74 657 | | | 57.46 671 | 71.16 680 | 43.07 638 | | 43.49 631 | | 59.46 672 | | 38.46 668 | 21.19 665 | 44.28 669 | 42.47 673 | 17.94 652 | 15.62 653 |
|