| S2M2_XL |  | 0.93 1 | 0.78 53 | 3.42 47 | 1.97 11 | 0.27 16 | 0.44 1 | 0.01 1 | 1.71 1 | 0.99 6 | 1.17 23 | 2.70 66 | 1.74 82 | 1.21 64 | 1.17 1 | 1.00 89 | 0.00 1 | 0.01 43 | 0.01 244 | 0.00 1 | 0.02 10 | 0.02 17 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| PSi22a |  | 0.94 2 | 0.55 5 | 2.07 1 | 2.13 23 | 0.25 8 | 1.14 5 | 0.09 17 | 4.93 25 | 0.89 1 | 0.74 4 | 0.08 2 | 2.33 117 | 1.03 57 | 1.87 3 | 0.49 10 | 0.01 141 | 0.05 198 | 0.00 1 | 0.00 1 | 0.03 46 | 0.03 51 |
|
| Foundation-i32 |  | 0.97 3 | 0.54 3 | 2.57 5 | 2.24 33 | 0.21 7 | 1.31 9 | 0.09 17 | 4.21 7 | 0.95 5 | 1.20 26 | 0.42 15 | 2.79 135 | 0.29 11 | 1.78 2 | 0.54 12 | 0.02 222 | 0.08 300 | 0.03 291 | 0.00 1 | 0.03 46 | 0.03 51 |
|
| BLMT-Stereo |  | 0.99 4 | 0.51 2 | 3.10 29 | 2.65 77 | 0.36 42 | 0.56 2 | 0.27 50 | 1.94 2 | 1.86 37 | 1.00 13 | 2.57 60 | 1.18 57 | 0.15 1 | 1.90 4 | 1.49 131 | 0.14 371 | 0.01 43 | 0.00 1 | 0.02 239 | 0.03 46 | 0.03 51 |
|
| PSi22b |  | 1.02 5 | 0.57 7 | 2.28 2 | 2.14 24 | 0.25 8 | 1.23 7 | 0.13 28 | 5.00 26 | 0.90 2 | 0.64 1 | 0.09 4 | 3.29 144 | 0.60 31 | 2.65 20 | 0.46 6 | 0.03 261 | 0.11 361 | 0.00 1 | 0.00 1 | 0.03 46 | 0.03 51 |
|
| DepthFocus |  | 1.04 6 | 0.68 33 | 3.33 42 | 1.97 11 | 0.42 59 | 1.27 8 | 0.87 105 | 2.04 3 | 1.22 8 | 0.66 3 | 1.71 47 | 1.75 84 | 0.90 50 | 3.46 41 | 0.44 3 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.01 1 | 0.04 82 |
|
| PipStereo |  | 1.06 7 | 0.57 7 | 2.29 3 | 2.16 25 | 0.26 10 | 1.22 6 | 0.10 22 | 5.28 32 | 0.91 3 | 0.64 1 | 0.09 4 | 3.41 145 | 0.88 48 | 2.66 21 | 0.46 6 | 0.02 222 | 0.10 340 | 0.00 1 | 0.00 1 | 0.03 46 | 0.04 82 |
|
| mm1 |  | 1.12 8 | 0.62 16 | 2.88 12 | 1.99 14 | 0.33 36 | 1.31 9 | 0.01 1 | 4.21 7 | 2.56 55 | 1.17 23 | 0.47 18 | 2.11 108 | 0.28 8 | 3.83 55 | 0.54 12 | 0.01 141 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 17 |
|
| LACA1 |  | 1.12 8 | 0.73 38 | 2.61 6 | 1.25 2 | 0.59 97 | 2.50 36 | 0.45 65 | 4.45 10 | 0.93 4 | 1.64 57 | 0.22 9 | 0.47 27 | 1.78 94 | 4.39 71 | 0.36 2 | 0.00 1 | 0.03 139 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 17 |
|
| mm2 |  | 1.15 10 | 0.62 16 | 2.88 12 | 1.99 14 | 0.33 36 | 1.31 9 | 0.01 1 | 4.81 18 | 2.56 55 | 1.17 23 | 0.47 18 | 2.11 108 | 0.28 8 | 3.83 55 | 0.54 12 | 0.01 141 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 17 |
|
| LACA2 |  | 1.22 11 | 1.14 168 | 4.34 109 | 1.32 3 | 0.20 5 | 3.03 56 | 0.14 30 | 5.79 48 | 1.12 7 | 1.06 17 | 0.67 25 | 0.56 32 | 0.80 44 | 3.67 51 | 0.44 3 | 0.00 1 | 0.03 139 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 4 |
|
| derf |  | 1.23 12 | 0.58 9 | 3.00 21 | 2.94 108 | 0.35 39 | 1.60 14 | 0.09 17 | 4.56 12 | 3.52 111 | 1.15 22 | 0.33 11 | 1.14 56 | 0.25 5 | 4.24 66 | 0.48 8 | 0.01 141 | 0.07 264 | 0.00 1 | 0.25 472 | 0.02 10 | 0.02 17 |
|
| LGCAT |  | 1.26 13 | 0.62 16 | 2.91 17 | 2.64 76 | 0.31 25 | 1.47 12 | 0.01 1 | 2.88 5 | 1.65 28 | 1.31 32 | 0.45 16 | 1.79 90 | 1.38 74 | 5.91 103 | 0.85 57 | 0.10 351 | 0.42 538 | 0.00 1 | 0.00 1 | 0.01 1 | 0.44 411 |
|
| FoundationStereo |  | 1.26 13 | 0.73 38 | 2.84 11 | 2.65 77 | 0.58 94 | 2.31 29 | 0.61 79 | 3.40 6 | 1.57 21 | 1.89 74 | 0.09 4 | 2.61 126 | 2.90 140 | 2.37 16 | 0.60 20 | 0.04 282 | 0.04 160 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 51 |
|
| MonSter++ |  | 1.28 15 | 0.63 21 | 2.88 12 | 2.00 16 | 0.32 27 | 2.14 25 | 0.01 1 | 4.86 23 | 2.56 55 | 1.63 55 | 0.45 16 | 2.17 111 | 1.25 66 | 3.81 54 | 0.84 55 | 0.01 141 | 0.02 100 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 17 |
|
| GeoVLM |  | 1.29 16 | 0.62 16 | 2.88 12 | 2.04 17 | 0.32 27 | 2.13 23 | 0.01 1 | 4.81 18 | 2.57 60 | 1.67 58 | 0.50 21 | 2.09 107 | 1.29 68 | 3.91 58 | 0.85 57 | 0.01 141 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 17 |
|
| LiteMatch* |   | 1.32 17 | 0.85 83 | 4.93 137 | 2.28 41 | 0.28 19 | 2.07 22 | 0.03 9 | 4.90 24 | 2.57 60 | 1.39 42 | 0.67 25 | 1.58 75 | 0.52 25 | 3.52 45 | 0.69 33 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.04 67 | 0.06 126 |
|
| HiDET |  | 1.32 17 | 0.56 6 | 3.12 32 | 2.54 69 | 0.43 66 | 1.92 19 | 0.02 8 | 5.70 40 | 2.72 70 | 1.35 34 | 0.52 22 | 1.27 61 | 0.97 53 | 4.05 59 | 1.19 113 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 17 |
|
| qqai |  | 1.38 19 | 0.60 14 | 3.39 46 | 2.92 105 | 0.35 39 | 1.60 14 | 0.11 25 | 5.17 27 | 3.33 105 | 1.10 18 | 0.34 12 | 3.06 140 | 0.27 6 | 4.38 70 | 0.57 16 | 0.02 222 | 0.06 235 | 0.00 1 | 0.28 488 | 0.02 10 | 0.03 51 |
|
| LACA3 |  | 1.38 19 | 0.90 105 | 2.71 8 | 1.21 1 | 0.85 155 | 2.34 31 | 1.64 196 | 4.58 13 | 1.22 8 | 1.13 20 | 0.63 24 | 0.64 39 | 0.61 33 | 8.78 196 | 0.31 1 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.03 46 | 0.00 1 |
|
| PointNet |  | 1.43 21 | 0.63 21 | 3.11 30 | 2.08 20 | 0.29 23 | 2.64 40 | 0.19 42 | 5.26 28 | 3.30 104 | 1.94 75 | 0.68 27 | 2.46 121 | 0.28 8 | 4.68 80 | 0.83 49 | 0.01 141 | 0.09 319 | 0.00 1 | 0.02 239 | 0.02 10 | 0.03 51 |
|
| BridgeDepth_RVC |   | 1.46 22 | 0.72 36 | 2.76 9 | 1.47 5 | 0.75 141 | 4.05 103 | 0.01 1 | 5.97 54 | 1.58 25 | 1.29 31 | 1.19 37 | 1.02 51 | 2.98 142 | 3.52 45 | 0.87 63 | 0.79 549 | 0.08 300 | 0.12 417 | 0.05 316 | 0.01 1 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| MLG-Stereo |  | 1.48 23 | 0.65 30 | 3.04 25 | 2.52 65 | 0.79 146 | 3.11 60 | 0.16 36 | 6.26 67 | 1.80 35 | 0.84 6 | 0.10 8 | 1.51 70 | 0.65 37 | 7.44 146 | 0.53 11 | 0.02 222 | 0.09 319 | 0.00 1 | 0.03 264 | 0.03 46 | 0.02 17 |
|
| LGtest1 |  | 1.48 23 | 0.75 43 | 4.03 87 | 2.33 48 | 0.65 112 | 3.02 55 | 0.11 25 | 6.12 62 | 1.51 17 | 1.41 43 | 1.48 42 | 0.65 40 | 0.93 52 | 5.60 93 | 0.81 45 | 0.03 261 | 0.12 374 | 0.00 1 | 0.00 1 | 0.10 164 | 0.04 82 |
|
| MCSU-Stereo |  | 1.49 25 | 0.54 3 | 3.20 35 | 2.50 64 | 0.27 16 | 5.06 196 | 0.88 106 | 4.77 17 | 2.16 44 | 0.79 5 | 1.51 44 | 2.62 128 | 1.13 61 | 3.37 38 | 0.97 78 | 0.00 1 | 0.01 43 | 0.00 1 | 0.03 264 | 0.02 10 | 0.03 51 |
|
| MSE-Stereo |  | 1.49 25 | 0.75 43 | 3.35 43 | 2.32 45 | 1.32 218 | 3.23 66 | 0.68 83 | 5.27 29 | 2.97 87 | 1.47 46 | 0.87 29 | 1.67 77 | 0.35 12 | 4.46 75 | 0.75 39 | 0.03 261 | 0.15 414 | 0.00 1 | 0.00 1 | 0.06 89 | 0.04 82 |
|
| CSFM-Stereo |  | 1.49 25 | 0.59 11 | 3.11 30 | 2.47 60 | 0.31 25 | 3.07 57 | 0.15 34 | 6.28 73 | 2.36 51 | 2.48 106 | 1.08 33 | 1.50 69 | 1.10 59 | 4.29 69 | 0.89 64 | 0.02 222 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 51 |
|
| MLG-Stereo_test1 |  | 1.51 28 | 0.65 30 | 3.00 21 | 2.47 60 | 2.46 338 | 2.84 49 | 0.16 36 | 5.64 38 | 1.77 33 | 0.98 12 | 0.09 4 | 1.53 71 | 0.52 25 | 7.44 146 | 0.56 15 | 0.02 222 | 0.09 319 | 0.00 1 | 0.03 264 | 0.03 46 | 0.02 17 |
|
| MGA |  | 1.52 29 | 0.75 43 | 3.13 33 | 2.32 45 | 1.59 252 | 3.94 96 | 0.86 103 | 4.84 20 | 2.96 86 | 1.47 46 | 1.42 41 | 1.41 65 | 0.19 4 | 4.46 75 | 0.75 39 | 0.03 261 | 0.15 414 | 0.00 1 | 0.00 1 | 0.06 89 | 0.04 82 |
|
| 252Zero-FE |  | 1.52 29 | 0.84 76 | 3.49 53 | 2.85 97 | 0.54 87 | 1.97 21 | 0.08 14 | 6.14 63 | 4.11 122 | 1.76 67 | 3.45 84 | 0.16 1 | 0.27 6 | 3.61 49 | 0.82 47 | 0.01 141 | 0.10 340 | 0.08 368 | 0.04 288 | 0.04 67 | 0.03 51 |
|
| MLG-Stereo_test2 |  | 1.52 29 | 0.64 24 | 2.81 10 | 2.52 65 | 1.79 278 | 2.76 46 | 0.16 36 | 4.70 15 | 1.80 35 | 1.75 65 | 0.08 2 | 3.21 143 | 0.17 3 | 7.28 139 | 0.64 23 | 0.02 222 | 0.11 361 | 0.00 1 | 0.00 1 | 0.04 67 | 0.03 51 |
|
| CAR |  | 1.55 32 | 0.76 48 | 3.35 43 | 2.32 45 | 1.32 218 | 3.23 66 | 0.68 83 | 5.27 29 | 2.97 87 | 2.35 101 | 0.87 29 | 1.67 77 | 0.35 12 | 4.80 82 | 0.84 55 | 0.03 261 | 0.16 425 | 0.00 1 | 0.00 1 | 0.06 89 | 0.04 82 |
|
| MLG-Stereo_test3 |  | 1.57 33 | 0.69 35 | 3.82 72 | 2.19 29 | 1.34 226 | 3.92 95 | 0.25 48 | 5.89 52 | 1.27 11 | 0.91 10 | 1.07 32 | 1.99 102 | 0.64 36 | 6.09 107 | 1.10 99 | 0.03 261 | 0.09 319 | 0.00 1 | 0.00 1 | 0.05 82 | 0.04 82 |
|
| dual_stereo |  | 1.57 33 | 0.64 24 | 2.56 4 | 2.33 48 | 0.47 70 | 2.62 38 | 0.08 14 | 4.85 21 | 1.95 40 | 1.01 15 | 0.69 28 | 1.90 98 | 0.61 33 | 10.34 255 | 0.96 76 | 0.01 141 | 0.20 451 | 0.00 1 | 0.18 422 | 0.01 1 | 0.03 51 |
|
| Pro-Stereo |  | 1.58 35 | 0.49 1 | 3.02 24 | 2.86 98 | 0.49 76 | 5.49 220 | 0.77 95 | 2.05 4 | 1.90 39 | 1.48 48 | 1.19 37 | 1.46 66 | 0.15 1 | 8.09 169 | 1.54 135 | 0.16 383 | 0.03 139 | 0.00 1 | 0.30 499 | 0.04 67 | 0.02 17 |
|
| BridgeDepth |   | 1.59 36 | 0.74 40 | 2.65 7 | 1.86 7 | 0.15 3 | 6.66 308 | 0.05 11 | 5.75 42 | 2.52 53 | 1.38 41 | 0.38 13 | 1.98 100 | 2.79 138 | 4.44 74 | 0.44 3 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| LG-Stereo_L2 |  | 1.59 36 | 0.87 89 | 4.31 106 | 2.54 69 | 0.69 119 | 2.76 46 | 0.44 63 | 6.85 92 | 1.57 21 | 1.59 52 | 0.39 14 | 0.39 24 | 0.52 25 | 7.85 160 | 0.82 47 | 0.04 282 | 0.12 374 | 0.00 1 | 0.00 1 | 0.03 46 | 0.02 17 |
|
| LG-Stereo_L1 |  | 1.59 36 | 0.89 96 | 4.07 93 | 2.55 71 | 0.95 170 | 2.93 51 | 0.50 69 | 6.75 87 | 1.54 18 | 1.32 33 | 0.24 10 | 0.50 29 | 0.59 30 | 7.91 161 | 0.85 57 | 0.04 282 | 0.12 374 | 0.01 244 | 0.00 1 | 0.03 46 | 0.02 17 |
|
| Test_v1 |  | 1.60 39 | 0.76 48 | 3.26 37 | 2.18 27 | 1.25 208 | 2.17 26 | 0.16 36 | 7.01 95 | 3.12 93 | 1.44 44 | 2.91 69 | 1.49 68 | 1.02 56 | 4.48 77 | 0.68 29 | 0.01 141 | 0.04 160 | 0.00 1 | 0.00 1 | 0.03 46 | 0.04 82 |
|
| Wavelet-MonSter |  | 1.61 40 | 0.84 76 | 4.03 87 | 2.47 60 | 2.55 344 | 2.93 51 | 0.03 9 | 4.71 16 | 1.40 14 | 1.96 76 | 4.34 108 | 0.34 21 | 0.83 47 | 4.87 85 | 0.90 65 | 0.00 1 | 0.03 139 | 0.02 271 | 0.00 1 | 0.02 10 | 0.03 51 |
|
| MatchStereo |   | 1.70 41 | 0.88 91 | 3.85 73 | 2.11 22 | 0.14 1 | 2.35 32 | 0.33 55 | 5.87 50 | 4.80 140 | 0.90 9 | 4.35 110 | 0.81 47 | 1.32 69 | 4.93 86 | 1.30 118 | 0.01 141 | 0.05 198 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 4 |
| Tingman Yan, Tao Liu, Xilian Yang, Qunfei Zhao, Zeyang Xia: MatchAttention: Matching the Relative Positions for High-Resolution Cross-View Matching. Arxiv, 2025 |
| LCMNet |  | 1.70 41 | 0.59 11 | 2.97 20 | 1.86 7 | 0.58 94 | 1.95 20 | 0.09 17 | 6.27 69 | 7.21 214 | 1.23 28 | 1.48 42 | 1.25 60 | 1.34 70 | 6.03 105 | 1.05 97 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 17 |
|
| MonSter |  | 1.74 43 | 0.74 40 | 3.64 58 | 2.27 36 | 1.62 256 | 6.01 276 | 0.13 28 | 6.02 55 | 2.88 82 | 1.35 34 | 2.11 50 | 0.30 14 | 0.36 14 | 6.50 115 | 0.83 49 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 239 | 0.02 10 | 0.02 17 |
|
| monster-pro |  | 1.75 44 | 0.74 40 | 3.64 58 | 2.27 36 | 1.62 256 | 5.99 271 | 0.14 30 | 6.02 55 | 2.87 80 | 1.35 34 | 2.11 50 | 0.30 14 | 0.36 14 | 6.78 128 | 0.83 49 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 239 | 0.02 10 | 0.02 17 |
|
| Monster-pub-eth3d |  | 1.75 44 | 0.75 43 | 3.64 58 | 2.27 36 | 1.62 256 | 6.02 279 | 0.14 30 | 6.02 55 | 2.87 80 | 1.35 34 | 2.11 50 | 0.30 14 | 0.36 14 | 6.59 118 | 0.83 49 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 239 | 0.02 10 | 0.02 17 |
|
| MonStereo |  | 1.76 46 | 0.75 43 | 3.64 58 | 2.27 36 | 1.61 255 | 6.04 280 | 0.14 30 | 6.02 55 | 2.88 82 | 1.35 34 | 2.11 50 | 0.30 14 | 0.36 14 | 6.84 129 | 0.83 49 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 198 | 0.02 10 | 0.02 17 |
|
| 4.5_new |  | 1.82 47 | 0.79 58 | 3.44 49 | 2.35 50 | 1.84 281 | 5.69 247 | 1.28 137 | 5.59 36 | 2.60 62 | 3.74 154 | 3.37 79 | 0.43 25 | 0.97 53 | 3.16 36 | 0.98 79 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.07 114 | 0.16 256 |
|
| 4.5w-stereo |  | 1.83 48 | 0.79 58 | 3.45 51 | 2.35 50 | 1.84 281 | 5.69 247 | 1.29 140 | 5.59 36 | 2.60 62 | 3.75 155 | 3.37 79 | 0.43 25 | 0.97 53 | 3.16 36 | 0.98 79 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.07 114 | 0.16 256 |
|
| Monster-pub-mixall |  | 1.84 49 | 0.85 83 | 3.45 51 | 2.27 36 | 0.94 169 | 2.43 34 | 0.54 74 | 6.32 74 | 2.65 67 | 3.04 134 | 3.56 85 | 0.38 23 | 0.49 22 | 8.93 206 | 0.74 37 | 0.01 141 | 0.06 235 | 0.00 1 | 0.00 1 | 0.04 67 | 0.04 82 |
|
| IGEV |   | 1.86 50 | 0.58 9 | 3.90 78 | 2.40 54 | 3.49 404 | 4.20 110 | 0.97 114 | 7.16 100 | 3.22 95 | 2.00 83 | 4.16 102 | 0.26 11 | 0.62 35 | 3.40 40 | 0.65 26 | 0.03 261 | 0.09 319 | 0.00 1 | 0.00 1 | 0.03 46 | 0.02 17 |
|
| SGD-Stereo |  | 1.88 51 | 0.76 48 | 3.80 70 | 2.37 52 | 0.33 36 | 3.48 78 | 0.93 111 | 6.52 79 | 2.22 46 | 3.84 159 | 1.08 33 | 1.78 86 | 1.34 70 | 8.32 173 | 0.70 34 | 0.09 345 | 0.01 43 | 0.00 1 | 0.00 1 | 0.06 89 | 0.03 51 |
|
| GEAStereo |  | 1.94 52 | 0.95 112 | 3.61 55 | 3.84 205 | 0.64 108 | 4.39 122 | 1.50 165 | 8.01 129 | 2.33 49 | 2.24 93 | 2.61 62 | 1.19 58 | 2.25 113 | 3.50 42 | 1.15 108 | 0.01 141 | 0.06 235 | 0.05 324 | 0.00 1 | 0.22 244 | 0.14 227 |
|
| 4.25_new |  | 1.94 52 | 0.81 62 | 3.74 64 | 2.82 90 | 2.69 354 | 4.37 118 | 2.37 300 | 5.76 43 | 2.78 74 | 1.99 80 | 3.60 86 | 0.23 4 | 2.40 124 | 4.13 60 | 0.99 81 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| 4.5w_new |  | 1.94 52 | 0.81 62 | 3.74 64 | 2.82 90 | 2.69 354 | 4.37 118 | 2.37 300 | 5.76 43 | 2.78 74 | 1.99 80 | 3.60 86 | 0.23 4 | 2.40 124 | 4.13 60 | 0.99 81 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| 4.25w-stereo |  | 1.94 52 | 0.81 62 | 3.74 64 | 2.82 90 | 2.69 354 | 4.37 118 | 2.37 300 | 5.76 43 | 2.78 74 | 1.99 80 | 3.60 86 | 0.23 4 | 2.40 124 | 4.13 60 | 0.99 81 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| asda |  | 1.95 56 | 0.81 62 | 4.14 101 | 2.66 80 | 1.93 297 | 3.30 72 | 0.86 103 | 5.92 53 | 3.10 92 | 2.41 103 | 3.10 71 | 0.63 37 | 2.99 143 | 5.57 92 | 1.48 130 | 0.02 222 | 0.01 43 | 0.00 1 | 0.00 1 | 0.07 114 | 0.07 141 |
|
| 4w-stereo |  | 2.03 57 | 0.98 120 | 4.12 99 | 2.31 44 | 1.96 298 | 3.70 89 | 0.61 79 | 6.37 76 | 2.37 52 | 2.10 88 | 4.19 103 | 0.33 19 | 3.33 156 | 7.03 132 | 1.12 102 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 46 | 0.08 156 |
|
| LiteMatch |  | 2.05 58 | 1.75 381 | 2.89 16 | 3.57 181 | 0.63 106 | 2.13 23 | 1.54 177 | 4.85 21 | 2.56 55 | 1.63 55 | 0.47 18 | 2.13 110 | 4.42 201 | 3.83 55 | 7.98 434 | 0.00 1 | 0.04 160 | 0.00 1 | 0.00 1 | 0.29 304 | 0.31 368 |
|
| asd |  | 2.06 59 | 0.78 53 | 3.85 73 | 2.45 57 | 2.18 315 | 3.99 100 | 0.35 56 | 6.94 93 | 2.60 62 | 2.99 131 | 2.79 67 | 0.52 30 | 2.27 118 | 8.33 174 | 0.93 71 | 0.02 222 | 0.01 43 | 0.00 1 | 0.00 1 | 0.07 114 | 0.11 191 |
|
| S2M2_L |  | 2.06 59 | 1.28 210 | 4.05 92 | 3.20 136 | 1.14 197 | 2.31 29 | 0.06 12 | 6.26 67 | 6.67 196 | 1.75 65 | 4.48 117 | 4.47 176 | 0.81 45 | 2.36 15 | 1.52 134 | 0.25 433 | 0.10 340 | 0.03 291 | 0.00 1 | 0.49 415 | 0.03 51 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| GCAP-Stereo-DPT26K |  | 2.09 61 | 1.04 136 | 5.75 202 | 2.56 73 | 0.65 112 | 2.75 44 | 1.75 228 | 8.35 147 | 1.65 28 | 2.30 99 | 3.44 83 | 1.73 81 | 3.12 146 | 5.03 88 | 1.14 107 | 0.00 1 | 0.00 1 | 0.00 1 | 0.26 478 | 0.09 141 | 0.11 191 |
|
| Anonymus |   | 2.10 62 | 1.12 164 | 3.31 41 | 3.49 167 | 0.52 84 | 2.37 33 | 0.28 51 | 5.87 50 | 2.72 70 | 2.59 110 | 1.68 46 | 4.85 189 | 1.81 98 | 8.52 180 | 2.63 234 | 0.10 351 | 0.04 160 | 0.00 1 | 0.00 1 | 0.04 67 | 0.13 216 |
|
| 2.5w |  | 2.10 62 | 0.78 53 | 4.30 105 | 2.96 113 | 1.85 284 | 3.22 65 | 2.25 291 | 6.05 60 | 2.69 68 | 1.80 70 | 5.44 160 | 0.23 4 | 2.01 103 | 7.36 143 | 1.01 92 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 126 |
|
| 2.75w_new |  | 2.10 62 | 0.82 66 | 3.93 81 | 2.18 27 | 1.44 234 | 3.52 82 | 2.30 295 | 5.52 34 | 2.91 85 | 4.14 173 | 3.93 98 | 0.27 12 | 2.38 121 | 6.17 109 | 2.32 211 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 126 |
|
| GCAP-Stereo-DPT-24K |  | 2.12 65 | 0.85 83 | 4.64 119 | 2.77 88 | 1.97 300 | 3.66 88 | 1.64 196 | 8.33 146 | 3.33 105 | 1.46 45 | 3.30 76 | 0.63 37 | 4.15 190 | 2.05 9 | 0.67 28 | 0.02 222 | 0.17 430 | 0.00 1 | 0.43 540 | 0.26 282 | 2.07 563 |
|
| LG-G_1 |  | 2.14 66 | 0.64 24 | 4.04 89 | 3.18 134 | 0.37 44 | 11.00 394 | 0.60 77 | 6.27 69 | 1.55 19 | 1.28 29 | 1.15 35 | 1.34 63 | 2.14 108 | 8.08 167 | 0.99 81 | 0.04 282 | 0.12 374 | 0.00 1 | 0.00 1 | 0.06 89 | 0.03 51 |
|
| LG-G |  | 2.14 66 | 0.64 24 | 4.04 89 | 3.18 134 | 0.37 44 | 11.00 394 | 0.60 77 | 6.27 69 | 1.55 19 | 1.28 29 | 1.15 35 | 1.34 63 | 2.14 108 | 8.08 167 | 0.99 81 | 0.04 282 | 0.12 374 | 0.00 1 | 0.00 1 | 0.06 89 | 0.03 51 |
|
| aanet-new-28k |  | 2.16 68 | 1.14 168 | 7.58 287 | 2.96 113 | 0.49 76 | 4.51 131 | 1.81 246 | 6.35 75 | 2.32 48 | 1.74 64 | 4.46 115 | 1.54 72 | 4.71 233 | 2.29 12 | 0.81 45 | 0.00 1 | 0.04 160 | 0.00 1 | 0.29 492 | 0.07 114 | 0.08 156 |
|
| GSStereo |  | 2.16 68 | 0.95 112 | 3.61 55 | 4.08 217 | 0.64 108 | 4.39 122 | 1.50 165 | 8.60 154 | 4.56 134 | 2.71 118 | 2.61 62 | 1.86 95 | 2.25 113 | 3.50 42 | 1.15 108 | 0.00 1 | 0.07 264 | 0.00 1 | 0.39 530 | 0.22 244 | 0.15 247 |
|
| GREAT-IGEV |   | 2.18 70 | 1.15 173 | 4.04 89 | 2.89 102 | 0.69 119 | 2.95 53 | 0.20 43 | 5.82 49 | 5.88 178 | 0.92 11 | 5.07 149 | 1.08 53 | 1.46 78 | 9.60 230 | 0.86 62 | 0.00 1 | 0.13 390 | 0.00 1 | 0.24 466 | 0.14 194 | 0.46 418 |
| Jiahao LI, Xinhong Chen, Zhengmin JIANG, Qian Zhou, Yung-Hui Li, Jianping Wang: Global Regulation and Excitation via Attention Tuning for Stereo Matching. ICCV2025 |
| AdaDepth |  | 2.20 71 | 0.82 66 | 4.90 135 | 3.27 144 | 2.91 371 | 3.54 85 | 0.70 87 | 5.30 33 | 3.05 91 | 1.73 63 | 3.31 77 | 0.49 28 | 1.60 81 | 10.91 285 | 0.96 76 | 0.03 261 | 0.11 361 | 0.00 1 | 0.23 456 | 0.04 67 | 0.03 51 |
|
| IGEV-Stereo++ |  | 2.20 71 | 0.79 58 | 3.67 62 | 3.72 194 | 3.17 385 | 3.39 74 | 0.10 22 | 8.37 149 | 3.77 116 | 2.11 89 | 4.25 106 | 2.01 103 | 4.78 240 | 2.96 29 | 0.59 18 | 0.01 141 | 0.02 100 | 0.08 368 | 0.00 1 | 0.06 89 | 0.05 112 |
|
| monsters |  | 2.21 73 | 1.25 202 | 4.09 95 | 3.59 183 | 4.35 460 | 2.20 28 | 0.18 41 | 8.31 145 | 2.84 79 | 4.11 171 | 2.86 68 | 0.20 2 | 0.76 40 | 8.41 176 | 0.95 75 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 10 | 0.01 4 |
|
| DEFOM-Stereo |  | 2.21 73 | 0.88 91 | 3.63 57 | 3.42 157 | 0.89 161 | 13.14 435 | 0.83 100 | 4.68 14 | 1.96 41 | 2.72 120 | 1.66 45 | 0.59 33 | 0.54 28 | 8.53 181 | 0.68 29 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 17 |
|
| aanet-new-34k |  | 2.22 75 | 1.33 229 | 6.99 261 | 2.55 71 | 0.37 44 | 2.69 41 | 1.58 184 | 8.25 142 | 2.14 43 | 1.11 19 | 5.28 153 | 2.45 120 | 6.42 315 | 2.04 8 | 0.80 42 | 0.00 1 | 0.08 300 | 0.03 291 | 0.02 239 | 0.07 114 | 0.20 294 |
|
| aanet-new-16k |  | 2.22 75 | 1.02 130 | 5.90 209 | 3.73 195 | 0.42 59 | 3.84 93 | 1.65 198 | 7.64 117 | 2.53 54 | 1.54 50 | 4.47 116 | 2.61 126 | 4.68 227 | 2.97 30 | 1.19 113 | 0.00 1 | 0.04 160 | 0.00 1 | 0.03 264 | 0.07 114 | 0.10 174 |
|
| 3.25w_new |  | 2.24 77 | 0.88 91 | 3.97 83 | 2.28 41 | 1.34 226 | 6.00 273 | 1.19 129 | 6.56 80 | 3.26 100 | 3.90 162 | 3.77 91 | 0.62 34 | 2.46 128 | 7.46 149 | 0.99 81 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.06 89 | 0.06 126 |
|
| 3.25w |  | 2.24 77 | 0.88 91 | 3.97 83 | 2.28 41 | 1.34 226 | 6.01 276 | 1.19 129 | 6.56 80 | 3.26 100 | 3.90 162 | 3.77 91 | 0.62 34 | 2.46 128 | 7.44 146 | 0.99 81 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.06 89 | 0.06 126 |
|
| aanet-new-40k |  | 2.30 79 | 1.29 214 | 8.15 321 | 2.62 75 | 2.23 318 | 5.47 219 | 1.80 242 | 6.79 89 | 1.59 26 | 1.14 21 | 4.71 128 | 1.12 55 | 5.55 274 | 2.35 14 | 0.85 57 | 0.00 1 | 0.06 235 | 0.02 271 | 0.04 288 | 0.04 67 | 0.18 275 |
|
| aanet-new-24k |  | 2.30 79 | 1.22 188 | 5.12 150 | 2.70 83 | 1.53 245 | 5.69 247 | 1.70 207 | 6.27 69 | 1.48 16 | 2.45 105 | 5.91 174 | 2.25 114 | 4.48 210 | 3.69 52 | 1.10 99 | 0.00 1 | 0.03 139 | 0.01 244 | 0.25 472 | 0.11 175 | 0.02 17 |
|
| aanet-new-12k |  | 2.30 79 | 0.79 58 | 8.45 338 | 4.28 243 | 0.45 68 | 4.57 136 | 1.75 228 | 8.28 144 | 2.63 66 | 2.70 117 | 1.35 40 | 1.74 82 | 4.57 219 | 3.03 31 | 1.10 99 | 0.01 141 | 0.03 139 | 0.07 357 | 0.01 198 | 0.12 180 | 0.06 126 |
|
| qwe |  | 2.30 79 | 0.82 66 | 3.76 68 | 2.60 74 | 2.75 361 | 4.59 140 | 0.28 51 | 6.62 83 | 2.90 84 | 4.62 186 | 4.62 124 | 0.55 31 | 0.89 49 | 8.78 196 | 2.09 193 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.07 114 | 0.14 227 |
|
| StereoAnything_RVC |  | 2.31 83 | 11.20 623 | 4.65 120 | 2.23 31 | 0.14 1 | 1.49 13 | 0.17 40 | 4.50 11 | 1.24 10 | 1.03 16 | 0.06 1 | 0.20 2 | 3.60 171 | 8.05 165 | 0.59 18 | 0.02 222 | 0.11 361 | 0.00 1 | 0.00 1 | 6.97 625 | 0.03 51 |
|
| aanet-new-32k |  | 2.32 84 | 1.33 229 | 5.55 188 | 2.88 99 | 1.83 279 | 5.87 263 | 1.73 221 | 7.45 108 | 1.37 12 | 1.71 60 | 4.22 104 | 2.66 131 | 6.13 299 | 2.81 25 | 0.64 23 | 0.00 1 | 0.12 374 | 0.00 1 | 0.00 1 | 0.08 131 | 0.09 162 |
|
| aanet-new-30k |  | 2.32 84 | 1.33 229 | 5.55 188 | 2.88 99 | 1.83 279 | 5.87 263 | 1.73 221 | 7.45 108 | 1.37 12 | 1.71 60 | 4.22 104 | 2.66 131 | 6.13 299 | 2.81 25 | 0.64 23 | 0.00 1 | 0.12 374 | 0.00 1 | 0.00 1 | 0.08 131 | 0.09 162 |
|
| 3.75w |  | 2.32 84 | 0.89 96 | 3.85 73 | 2.45 57 | 3.23 390 | 8.15 345 | 1.42 155 | 5.77 46 | 2.79 77 | 2.60 111 | 4.64 125 | 0.31 18 | 2.77 137 | 6.56 117 | 0.94 72 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.06 89 | 0.05 112 |
|
| RAStereo |  | 2.32 84 | 1.08 149 | 6.36 231 | 3.73 195 | 1.39 233 | 1.81 18 | 0.12 27 | 7.70 119 | 7.44 222 | 2.27 96 | 3.94 99 | 3.43 146 | 0.81 45 | 3.55 47 | 2.47 223 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 304 | 0.07 141 |
|
| 2.25w |  | 2.37 88 | 0.87 89 | 4.69 123 | 2.52 65 | 1.76 273 | 3.53 83 | 0.41 59 | 6.10 61 | 2.56 55 | 3.93 166 | 6.70 183 | 0.35 22 | 2.47 130 | 8.53 181 | 2.97 254 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 17 |
|
| 2w_stereo |  | 2.37 88 | 0.83 70 | 4.12 99 | 2.73 84 | 1.22 206 | 4.67 147 | 3.90 376 | 6.98 94 | 3.62 112 | 3.48 146 | 5.01 144 | 0.24 8 | 4.36 197 | 4.43 73 | 1.70 153 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 51 |
|
| WQFJA1++ |  | 2.38 90 | 0.59 11 | 4.21 104 | 2.66 80 | 1.85 284 | 2.47 35 | 0.29 54 | 7.02 96 | 2.10 42 | 3.41 145 | 2.43 57 | 0.68 42 | 1.63 84 | 7.27 138 | 1.00 89 | 0.01 141 | 0.05 198 | 0.01 244 | 0.01 198 | 9.83 641 | 0.09 162 |
|
| DispViT+ |  | 2.39 91 | 0.66 32 | 3.18 34 | 1.32 3 | 5.13 506 | 2.80 48 | 0.09 17 | 12.73 248 | 6.26 187 | 1.59 52 | 1.01 31 | 0.71 43 | 1.06 58 | 9.26 221 | 1.35 123 | 0.62 525 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 46 | 0.02 17 |
|
| gasm-f |  | 2.39 91 | 0.96 117 | 3.77 69 | 3.84 205 | 0.50 78 | 4.50 129 | 2.54 315 | 8.01 129 | 2.33 49 | 2.24 93 | 5.92 175 | 1.19 58 | 4.05 185 | 6.12 108 | 1.31 120 | 0.01 141 | 0.06 235 | 0.05 324 | 0.00 1 | 0.25 271 | 0.14 227 |
|
| aanet-new-22k |  | 2.41 93 | 1.25 202 | 5.47 179 | 3.25 141 | 0.40 51 | 4.44 126 | 2.00 271 | 8.36 148 | 5.01 147 | 1.72 62 | 4.75 130 | 1.55 73 | 4.99 252 | 3.65 50 | 1.01 92 | 0.00 1 | 0.07 264 | 0.01 244 | 0.03 264 | 0.09 141 | 0.10 174 |
|
| monsterstereo |  | 2.41 93 | 0.98 120 | 4.33 107 | 4.12 222 | 4.48 466 | 1.80 16 | 0.08 14 | 5.78 47 | 5.21 161 | 3.36 141 | 7.40 199 | 0.25 9 | 0.37 18 | 8.92 205 | 1.00 89 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 10 | 0.01 4 |
|
| aanet-new-90k |  | 2.42 95 | 1.26 205 | 9.16 388 | 2.92 105 | 1.53 245 | 3.13 61 | 1.43 157 | 6.60 82 | 1.73 31 | 0.84 6 | 3.32 78 | 0.91 50 | 5.09 258 | 9.29 223 | 0.80 42 | 0.00 1 | 0.05 198 | 0.00 1 | 0.00 1 | 0.05 82 | 0.25 337 |
|
| LG-Stereo |  | 2.43 96 | 1.44 263 | 7.64 292 | 3.73 195 | 0.82 152 | 3.64 87 | 1.24 134 | 6.41 78 | 5.30 164 | 1.97 77 | 7.31 195 | 0.84 48 | 0.74 38 | 4.85 83 | 2.21 206 | 0.05 308 | 0.04 160 | 0.01 244 | 0.03 264 | 0.33 345 | 0.10 174 |
|
| aanet-32k-new |  | 2.45 97 | 1.49 279 | 5.53 185 | 2.99 116 | 1.32 218 | 5.09 197 | 1.83 248 | 5.66 39 | 1.61 27 | 1.21 27 | 4.15 101 | 2.17 111 | 6.08 297 | 8.40 175 | 1.04 94 | 0.01 141 | 0.07 264 | 0.00 1 | 0.00 1 | 0.10 164 | 0.21 305 |
|
| GCAP-Stereo-DPT-25K |  | 2.45 97 | 0.84 76 | 4.09 95 | 2.41 55 | 1.89 291 | 3.98 99 | 1.61 191 | 11.16 217 | 5.53 172 | 2.00 83 | 4.92 141 | 2.56 125 | 3.54 166 | 2.27 11 | 0.68 29 | 0.02 222 | 0.17 430 | 0.00 1 | 0.43 540 | 0.12 180 | 0.81 483 |
|
| 111111 |  | 2.45 97 | 1.01 127 | 3.89 77 | 3.60 184 | 4.13 441 | 3.49 81 | 0.23 46 | 8.63 157 | 3.25 97 | 2.15 90 | 4.26 107 | 2.29 116 | 2.03 104 | 8.86 204 | 0.94 72 | 0.01 141 | 0.02 100 | 0.08 368 | 0.00 1 | 0.14 194 | 0.04 82 |
|
| PhaseNet |  | 2.46 100 | 1.14 168 | 3.75 67 | 3.35 151 | 0.92 167 | 5.85 258 | 0.43 62 | 7.96 128 | 3.27 102 | 2.28 97 | 2.35 55 | 6.22 226 | 1.10 59 | 6.36 112 | 3.43 286 | 0.15 380 | 0.09 319 | 0.00 1 | 0.00 1 | 0.06 89 | 0.42 404 |
|
| 3.5w_stereo |  | 2.46 100 | 1.21 187 | 4.40 113 | 2.23 31 | 1.53 245 | 6.00 273 | 1.12 124 | 6.82 90 | 2.60 62 | 3.48 146 | 4.35 110 | 0.33 19 | 2.08 107 | 9.99 247 | 3.03 261 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 1 | 0.06 126 |
|
| aanet-new-78k |  | 2.47 102 | 1.27 207 | 10.18 439 | 3.08 124 | 0.28 19 | 2.19 27 | 1.35 149 | 6.66 85 | 1.44 15 | 1.58 51 | 4.08 100 | 1.02 51 | 6.47 317 | 8.61 184 | 0.83 49 | 0.00 1 | 0.04 160 | 0.00 1 | 0.00 1 | 0.03 46 | 0.22 313 |
|
| aanet-new-36k |  | 2.47 102 | 1.13 166 | 5.18 156 | 2.94 108 | 0.28 19 | 5.32 210 | 1.22 132 | 7.53 111 | 2.20 45 | 1.37 40 | 4.35 110 | 1.56 74 | 6.50 320 | 8.66 192 | 0.91 68 | 0.00 1 | 0.07 264 | 0.02 271 | 0.00 1 | 0.03 46 | 0.14 227 |
|
| aanet-new-70k |  | 2.48 104 | 1.18 180 | 8.17 325 | 2.76 87 | 0.62 104 | 4.98 181 | 1.52 172 | 6.84 91 | 1.57 21 | 1.69 59 | 3.83 95 | 0.84 48 | 5.29 267 | 8.97 209 | 1.12 102 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.03 46 | 0.11 191 |
|
| 3w_stereo |  | 2.49 105 | 0.84 76 | 5.43 172 | 2.46 59 | 0.46 69 | 5.44 217 | 6.54 470 | 7.07 97 | 3.41 109 | 3.30 139 | 4.77 134 | 0.28 13 | 4.24 194 | 4.24 66 | 1.30 118 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| GCAP-Stereo-DPT-22K |  | 2.52 106 | 0.89 96 | 4.37 111 | 3.28 145 | 3.42 397 | 3.39 74 | 1.45 158 | 7.88 124 | 3.22 95 | 2.29 98 | 7.74 203 | 3.46 147 | 5.13 259 | 2.00 7 | 0.75 39 | 0.02 222 | 0.30 511 | 0.00 1 | 0.43 540 | 0.11 175 | 0.27 347 |
|
| fffft |  | 2.58 107 | 0.86 86 | 5.15 154 | 3.15 131 | 1.32 218 | 4.44 126 | 4.17 385 | 8.04 132 | 3.29 103 | 3.03 133 | 2.20 54 | 1.88 97 | 1.45 77 | 10.41 258 | 1.80 159 | 0.00 1 | 0.04 160 | 0.00 1 | 0.00 1 | 0.31 326 | 0.10 174 |
| 1: 1. 1 |
| AIO_test |  | 2.59 108 | 0.89 96 | 4.07 93 | 3.70 193 | 2.35 329 | 5.35 212 | 2.39 304 | 8.10 135 | 4.33 128 | 1.35 34 | 4.60 121 | 4.27 171 | 1.35 72 | 7.29 141 | 0.71 36 | 0.76 542 | 0.07 264 | 0.00 1 | 0.09 366 | 0.06 89 | 0.03 51 |
|
| Replicate-Monster |  | 2.63 109 | 3.33 517 | 11.97 475 | 2.38 53 | 1.08 185 | 3.13 61 | 0.44 63 | 6.76 88 | 4.42 132 | 3.79 156 | 1.30 39 | 0.66 41 | 1.15 62 | 8.78 196 | 0.48 8 | 0.01 141 | 0.08 300 | 0.00 1 | 0.00 1 | 0.26 282 | 2.68 579 |
|
| TS12 |  | 2.64 110 | 0.78 53 | 3.08 28 | 2.06 18 | 0.32 27 | 6.38 297 | 0.20 43 | 8.17 138 | 4.25 126 | 2.93 126 | 10.46 245 | 1.46 66 | 3.07 144 | 7.82 158 | 1.77 157 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.04 67 | 0.02 17 |
|
| aanet-new-60k |  | 2.64 110 | 1.31 222 | 9.62 408 | 2.69 82 | 0.91 164 | 6.94 319 | 1.66 199 | 6.67 86 | 1.57 21 | 1.53 49 | 3.90 97 | 2.64 130 | 3.38 158 | 8.81 201 | 0.90 65 | 0.00 1 | 0.07 264 | 0.01 244 | 0.01 198 | 0.04 67 | 0.20 294 |
|
| GIP-stereo |  | 2.66 112 | 1.00 126 | 4.00 85 | 4.99 295 | 3.41 396 | 3.38 73 | 0.77 95 | 8.73 162 | 5.69 177 | 2.08 87 | 5.38 154 | 4.13 167 | 3.21 148 | 5.21 90 | 1.05 97 | 0.01 141 | 0.06 235 | 0.00 1 | 0.00 1 | 0.07 114 | 0.04 82 |
|
| aanet-new-10k |  | 2.69 113 | 1.23 193 | 9.26 390 | 4.00 213 | 0.52 84 | 8.39 350 | 1.89 258 | 7.92 126 | 1.69 30 | 2.89 125 | 2.99 70 | 2.76 133 | 5.48 271 | 3.07 33 | 1.35 123 | 0.00 1 | 0.11 361 | 0.05 324 | 0.04 288 | 0.09 141 | 0.04 82 |
|
| Foundation-i1c-attn |  | 2.71 114 | 0.60 14 | 3.06 26 | 2.24 33 | 0.51 80 | 5.22 203 | 4.50 396 | 8.99 167 | 3.66 114 | 3.62 151 | 3.42 81 | 5.81 214 | 4.90 246 | 6.67 124 | 0.91 68 | 0.02 222 | 0.09 319 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 126 |
|
| Zero-FE251 |  | 2.73 115 | 1.57 317 | 5.05 146 | 4.17 225 | 1.92 296 | 7.26 327 | 0.75 92 | 7.75 122 | 3.01 89 | 4.88 199 | 2.40 56 | 5.44 205 | 4.17 191 | 4.39 71 | 1.31 120 | 0.27 440 | 0.06 235 | 0.04 313 | 0.03 264 | 0.03 46 | 0.12 201 |
|
| MaDis-Stereo |  | 2.73 115 | 1.56 313 | 6.21 229 | 2.96 113 | 2.45 336 | 1.80 16 | 0.28 51 | 7.43 107 | 5.07 154 | 2.57 108 | 3.43 82 | 7.13 253 | 4.71 233 | 5.74 98 | 2.91 251 | 0.00 1 | 0.05 198 | 0.00 1 | 0.00 1 | 0.15 202 | 0.12 201 |
|
| GCAP-Stereo-cres-4k |  | 2.74 117 | 1.02 130 | 5.23 157 | 4.54 262 | 2.61 347 | 9.27 363 | 1.75 228 | 7.23 103 | 3.64 113 | 1.98 79 | 5.02 145 | 2.28 115 | 5.13 259 | 3.57 48 | 1.16 112 | 0.00 1 | 0.13 390 | 0.00 1 | 0.02 239 | 0.05 82 | 0.13 216 |
|
| HUF |  | 2.75 118 | 1.32 226 | 5.28 161 | 2.83 93 | 0.55 89 | 5.23 205 | 2.19 282 | 8.97 165 | 4.23 125 | 1.97 77 | 4.39 113 | 5.03 191 | 2.64 132 | 6.86 130 | 1.44 129 | 0.73 539 | 0.63 579 | 0.09 380 | 0.00 1 | 0.17 224 | 0.44 411 |
|
| LG-Stereo_Zeroshot |  | 2.77 119 | 0.90 105 | 5.49 181 | 4.91 291 | 1.75 272 | 3.75 90 | 0.85 102 | 7.14 99 | 3.33 105 | 3.51 149 | 10.67 247 | 2.03 104 | 5.26 266 | 3.11 34 | 1.80 159 | 0.00 1 | 0.06 235 | 0.00 1 | 0.19 435 | 0.43 387 | 0.19 289 |
|
| IGEV-Stereo+ |  | 2.77 119 | 0.92 108 | 4.09 95 | 3.14 130 | 4.62 477 | 2.57 37 | 0.70 87 | 4.34 9 | 2.29 47 | 1.76 67 | 0.59 23 | 0.77 46 | 3.49 164 | 8.65 190 | 0.68 29 | 0.03 261 | 0.10 340 | 0.00 1 | 0.24 466 | 5.77 619 | 10.68 657 |
|
| gcap_with_dpt |  | 2.78 121 | 0.83 70 | 5.55 188 | 3.02 118 | 4.35 460 | 5.14 200 | 1.31 141 | 7.11 98 | 4.14 123 | 5.93 217 | 11.93 268 | 2.05 106 | 0.57 29 | 2.55 18 | 0.80 42 | 0.00 1 | 0.08 300 | 0.01 244 | 0.09 366 | 0.11 175 | 0.05 112 |
|
| GCAP-Stereo-DPT-cres |  | 2.79 122 | 0.82 66 | 4.94 138 | 2.88 99 | 4.51 472 | 7.85 340 | 1.68 203 | 7.92 126 | 2.72 70 | 2.50 107 | 5.74 172 | 3.82 161 | 6.75 333 | 2.59 19 | 0.94 72 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 175 | 0.03 51 |
|
| AIO_rvc |  | 2.81 123 | 1.10 157 | 4.88 133 | 3.63 187 | 2.59 346 | 5.36 213 | 1.85 251 | 8.21 141 | 4.37 130 | 1.60 54 | 4.74 129 | 4.74 185 | 1.16 63 | 10.10 250 | 1.13 106 | 0.47 496 | 0.04 160 | 0.00 1 | 0.04 288 | 0.15 202 | 0.12 201 |
|
| SMoEStereo_RVC |  | 2.81 123 | 1.07 146 | 5.08 148 | 3.86 208 | 0.60 101 | 6.39 298 | 1.91 260 | 7.82 123 | 3.79 117 | 3.87 161 | 3.69 90 | 2.78 134 | 2.25 113 | 10.60 265 | 1.99 181 | 0.00 1 | 0.02 100 | 0.03 291 | 0.00 1 | 0.25 271 | 0.17 265 |
|
| mms |  | 2.86 125 | 1.38 244 | 5.26 159 | 3.68 190 | 1.84 281 | 4.23 112 | 4.01 379 | 8.01 129 | 4.29 127 | 2.43 104 | 5.53 168 | 3.05 138 | 1.35 72 | 9.22 218 | 2.06 189 | 0.00 1 | 0.06 235 | 0.00 1 | 0.00 1 | 0.36 357 | 0.44 411 |
|
| aanet-new-8k |  | 2.87 126 | 1.08 149 | 5.00 145 | 3.55 174 | 0.36 42 | 5.96 269 | 1.77 237 | 9.42 172 | 4.81 141 | 2.01 85 | 3.89 96 | 1.30 62 | 6.79 336 | 9.92 243 | 1.42 128 | 0.01 141 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 131 | 0.04 82 |
|
| gcap-zeroshot |  | 2.89 127 | 0.89 96 | 5.46 176 | 2.84 94 | 4.48 466 | 4.56 133 | 1.32 144 | 8.66 158 | 7.60 223 | 5.67 212 | 10.03 233 | 1.78 86 | 0.45 20 | 2.69 22 | 1.04 94 | 0.00 1 | 0.07 264 | 0.00 1 | 0.06 335 | 0.10 164 | 0.04 82 |
|
| UniTT-Stereo |  | 2.89 127 | 0.90 105 | 6.74 245 | 4.08 217 | 2.42 332 | 2.63 39 | 0.42 60 | 5.57 35 | 4.88 144 | 5.36 208 | 7.63 201 | 1.09 54 | 1.47 79 | 8.80 200 | 5.11 357 | 0.03 261 | 0.07 264 | 0.00 1 | 0.01 198 | 0.48 406 | 0.11 191 |
|
| testlalala |  | 2.89 127 | 0.89 96 | 5.46 176 | 2.84 94 | 4.48 466 | 4.56 133 | 1.32 144 | 8.66 158 | 7.60 223 | 5.67 212 | 10.03 233 | 1.78 86 | 0.45 20 | 2.69 22 | 1.04 94 | 0.00 1 | 0.07 264 | 0.00 1 | 0.06 335 | 0.10 164 | 0.04 82 |
|
| 1w_stereo |  | 2.90 130 | 0.72 36 | 3.59 54 | 3.30 147 | 2.15 313 | 4.37 118 | 6.74 479 | 6.40 77 | 5.23 162 | 2.83 124 | 7.30 194 | 0.25 9 | 4.36 197 | 8.30 172 | 2.44 221 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 17 |
|
| ours_stereo |  | 2.91 131 | 1.34 233 | 5.14 152 | 3.67 188 | 1.49 241 | 3.87 94 | 2.80 329 | 8.10 135 | 6.28 188 | 2.15 90 | 5.66 170 | 3.98 163 | 1.84 100 | 9.38 225 | 1.77 157 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.32 336 | 0.34 378 |
|
| AIO-Stereo |   | 2.91 131 | 1.19 183 | 5.14 152 | 4.15 224 | 0.79 146 | 4.67 147 | 1.76 234 | 9.59 178 | 5.19 160 | 2.66 116 | 4.76 133 | 5.40 204 | 0.78 41 | 10.30 254 | 1.23 116 | 0.00 1 | 0.06 235 | 0.00 1 | 0.36 520 | 0.09 141 | 0.15 247 |
|
| aanet-new-14k |  | 2.92 133 | 0.98 120 | 7.97 309 | 3.81 202 | 0.32 27 | 4.39 122 | 1.76 234 | 10.49 202 | 9.76 267 | 2.98 130 | 4.82 138 | 0.62 34 | 6.72 328 | 2.51 17 | 1.21 115 | 0.00 1 | 0.02 100 | 0.01 244 | 0.00 1 | 0.08 131 | 0.03 51 |
|
| Foundation-i1b |  | 2.92 133 | 0.62 16 | 3.27 38 | 2.10 21 | 0.80 149 | 6.05 281 | 4.79 407 | 9.72 184 | 3.49 110 | 4.53 183 | 3.28 75 | 6.44 236 | 5.47 270 | 6.76 127 | 0.92 70 | 0.02 222 | 0.09 319 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 51 |
|
| EGLCR-Stereo |  | 2.92 133 | 1.06 139 | 5.28 161 | 3.38 154 | 0.55 89 | 4.59 140 | 0.66 81 | 10.43 201 | 4.81 141 | 3.30 139 | 3.23 74 | 7.93 273 | 1.71 90 | 9.22 218 | 1.62 145 | 0.05 308 | 0.12 374 | 0.00 1 | 0.00 1 | 0.23 259 | 0.16 256 |
|
| Foundation-i1a |  | 2.94 136 | 0.64 24 | 3.21 36 | 2.24 33 | 0.39 50 | 5.32 210 | 3.99 377 | 9.68 180 | 3.94 121 | 5.17 205 | 3.16 73 | 6.62 240 | 5.95 292 | 7.03 132 | 1.32 122 | 0.02 222 | 0.10 340 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 126 |
|
| IGEV++ |  | 2.98 137 | 1.27 207 | 5.17 155 | 5.41 346 | 0.47 70 | 4.63 145 | 1.71 219 | 9.97 190 | 4.75 138 | 2.58 109 | 6.27 179 | 4.35 173 | 4.44 206 | 4.98 87 | 3.05 264 | 0.00 1 | 0.07 264 | 0.00 1 | 0.08 352 | 0.24 266 | 0.18 275 |
|
| IGEV-RUCA |  | 3.00 138 | 1.12 164 | 4.51 116 | 4.78 279 | 2.30 324 | 6.18 284 | 1.80 242 | 7.24 105 | 4.79 139 | 2.63 115 | 4.91 139 | 4.06 164 | 2.44 127 | 9.70 235 | 1.50 132 | 0.14 371 | 0.26 499 | 0.21 472 | 0.29 492 | 0.74 487 | 0.35 383 |
|
| zero-FE |  | 3.01 139 | 1.06 139 | 4.57 118 | 4.18 229 | 4.04 436 | 3.24 68 | 1.51 169 | 6.17 65 | 1.87 38 | 1.00 13 | 2.52 58 | 1.72 80 | 4.92 247 | 6.19 110 | 2.77 242 | 0.27 440 | 0.10 340 | 0.00 1 | 0.05 316 | 13.94 658 | 0.09 162 |
|
| MSCF |  | 3.01 139 | 1.87 407 | 5.23 157 | 3.98 212 | 0.70 121 | 5.42 216 | 1.48 160 | 8.59 151 | 4.59 137 | 5.05 202 | 6.40 180 | 1.76 85 | 7.07 340 | 5.69 96 | 1.36 125 | 0.00 1 | 0.02 100 | 0.00 1 | 0.63 565 | 0.16 213 | 0.24 330 |
|
| GCAP-Stereo-DPT-5K |  | 3.02 141 | 0.89 96 | 5.34 164 | 2.90 103 | 4.48 466 | 4.69 150 | 1.34 147 | 8.59 151 | 8.81 250 | 5.94 219 | 10.70 249 | 1.84 93 | 0.51 23 | 2.94 27 | 1.12 102 | 0.00 1 | 0.07 264 | 0.00 1 | 0.04 288 | 0.09 141 | 0.04 82 |
|
| test_for_model |  | 3.02 141 | 0.89 96 | 5.34 164 | 2.90 103 | 4.48 466 | 4.69 150 | 1.34 147 | 8.59 151 | 8.81 250 | 5.94 219 | 10.70 249 | 1.84 93 | 0.51 23 | 2.94 27 | 1.12 102 | 0.00 1 | 0.07 264 | 0.00 1 | 0.04 288 | 0.09 141 | 0.04 82 |
|
| BStereo |   | 3.05 143 | 1.51 287 | 15.51 532 | 2.95 110 | 1.03 174 | 5.97 270 | 3.41 355 | 6.02 55 | 5.56 173 | 2.75 122 | 1.76 48 | 2.49 123 | 0.78 41 | 7.72 154 | 3.07 265 | 0.01 141 | 0.03 139 | 0.04 313 | 0.09 366 | 0.09 141 | 0.17 265 |
|
| GCAP-Stereo-DPT-2K |  | 3.06 144 | 0.86 86 | 5.37 168 | 2.84 94 | 4.43 464 | 4.03 101 | 1.27 136 | 7.50 110 | 7.27 219 | 6.46 228 | 12.28 273 | 2.19 113 | 0.60 31 | 4.86 84 | 0.90 65 | 0.00 1 | 0.07 264 | 0.00 1 | 0.08 352 | 0.09 141 | 0.05 112 |
|
| Selective-IGEV-i32 |  | 3.06 144 | 1.11 160 | 4.98 139 | 3.56 175 | 1.63 259 | 4.72 154 | 2.15 281 | 10.74 213 | 4.55 133 | 2.94 128 | 4.60 121 | 5.53 207 | 1.78 94 | 10.82 280 | 1.69 150 | 0.00 1 | 0.01 43 | 0.00 1 | 0.14 403 | 0.06 89 | 0.13 216 |
|
| Selective-IGEV |  | 3.06 144 | 1.11 160 | 4.98 139 | 3.56 175 | 1.66 261 | 4.73 155 | 2.14 280 | 10.73 212 | 4.56 134 | 2.93 126 | 4.60 121 | 5.54 208 | 1.77 93 | 10.82 280 | 1.69 150 | 0.00 1 | 0.01 43 | 0.00 1 | 0.14 403 | 0.06 89 | 0.13 216 |
|
| RSM++ |  | 3.08 147 | 1.04 136 | 5.27 160 | 4.25 239 | 0.50 78 | 5.04 192 | 2.63 320 | 10.11 192 | 4.34 129 | 3.16 136 | 4.66 126 | 6.73 242 | 1.87 102 | 9.96 245 | 1.69 150 | 0.00 1 | 0.00 1 | 0.01 244 | 0.18 422 | 0.14 194 | 0.10 174 |
|
| aanet-new |  | 3.09 148 | 1.23 193 | 5.57 192 | 4.01 214 | 2.64 352 | 10.34 374 | 1.80 242 | 7.22 102 | 1.74 32 | 1.88 73 | 5.05 148 | 2.33 117 | 7.68 351 | 9.12 216 | 0.99 81 | 0.01 141 | 0.07 264 | 0.00 1 | 0.00 1 | 0.05 82 | 0.05 112 |
|
| RSM |  | 3.10 149 | 0.98 120 | 4.86 132 | 4.17 225 | 1.08 185 | 4.76 163 | 1.83 248 | 10.14 193 | 4.21 124 | 3.38 143 | 4.34 108 | 7.82 270 | 1.75 92 | 10.69 269 | 1.64 148 | 0.00 1 | 0.03 139 | 0.00 1 | 0.18 422 | 0.13 188 | 0.07 141 |
|
| VIP-Stereo |  | 3.13 150 | 1.39 246 | 4.85 131 | 3.02 118 | 4.34 458 | 15.03 475 | 1.76 234 | 5.70 40 | 3.66 114 | 1.87 72 | 5.38 154 | 2.42 119 | 1.84 100 | 9.45 226 | 1.65 149 | 0.00 1 | 0.08 300 | 0.00 1 | 0.00 1 | 0.06 89 | 0.13 216 |
|
| FlowAnything_test |  | 3.13 150 | 1.42 253 | 6.59 237 | 8.69 519 | 1.35 229 | 8.70 353 | 2.51 311 | 7.60 116 | 3.03 90 | 4.10 170 | 2.67 65 | 3.52 154 | 0.75 39 | 5.86 102 | 4.48 335 | 0.06 328 | 0.03 139 | 0.15 441 | 0.66 567 | 0.16 213 | 0.18 275 |
|
| GCAP-Stereo-DPT-3K |  | 3.15 152 | 0.89 96 | 5.41 171 | 2.73 84 | 4.54 474 | 4.68 149 | 1.28 137 | 9.18 171 | 9.89 270 | 5.93 217 | 11.97 269 | 1.79 90 | 0.42 19 | 3.06 32 | 0.85 57 | 0.00 1 | 0.07 264 | 0.00 1 | 0.07 346 | 0.09 141 | 0.04 82 |
|
| DNS |  | 3.17 153 | 1.01 127 | 5.78 205 | 4.37 251 | 1.53 245 | 4.89 173 | 0.23 46 | 9.46 175 | 5.04 148 | 6.04 223 | 5.88 173 | 8.57 284 | 3.10 145 | 3.80 53 | 1.82 163 | 0.76 542 | 0.07 264 | 0.00 1 | 0.09 366 | 0.72 480 | 0.35 383 |
|
| DDF-Stereo |  | 3.17 153 | 1.08 149 | 4.40 113 | 4.63 270 | 4.02 435 | 3.40 76 | 1.51 169 | 5.27 29 | 1.78 34 | 0.85 8 | 2.57 60 | 1.68 79 | 4.63 226 | 8.01 164 | 2.80 245 | 0.27 440 | 0.13 390 | 0.00 1 | 0.14 403 | 16.19 663 | 0.09 162 |
|
| AEACV |  | 3.17 153 | 1.11 160 | 5.39 170 | 4.55 263 | 5.35 522 | 4.29 115 | 1.60 188 | 6.21 66 | 5.43 168 | 3.08 135 | 7.85 205 | 4.23 169 | 6.55 322 | 5.51 91 | 1.56 138 | 0.00 1 | 0.09 319 | 0.03 291 | 0.32 507 | 0.20 236 | 0.12 201 |
|
| GASTEREO |  | 3.18 156 | 1.99 428 | 5.13 151 | 4.28 243 | 0.70 121 | 5.59 231 | 1.49 164 | 8.66 158 | 4.94 146 | 5.17 205 | 6.84 188 | 1.58 75 | 7.14 342 | 7.72 154 | 1.38 126 | 0.00 1 | 0.02 100 | 0.00 1 | 0.64 566 | 0.08 131 | 0.23 323 |
|
| DEFOM-Stereo_RVC |  | 3.18 156 | 6.90 588 | 3.85 73 | 10.48 573 | 1.59 252 | 4.71 153 | 0.47 67 | 8.39 150 | 2.76 73 | 2.34 100 | 3.12 72 | 0.74 44 | 7.20 345 | 9.02 214 | 1.62 145 | 0.00 1 | 0.14 407 | 0.00 1 | 0.19 435 | 0.02 10 | 0.03 51 |
|
| NLSM3 |  | 3.19 158 | 0.86 86 | 3.90 78 | 3.11 128 | 4.00 434 | 3.18 63 | 0.55 75 | 13.79 279 | 8.23 240 | 3.39 144 | 6.88 190 | 1.79 90 | 3.97 181 | 7.12 136 | 3.01 257 | 0.01 141 | 0.00 1 | 0.05 324 | 0.00 1 | 0.03 46 | 0.01 4 |
|
| SCV |  | 3.20 159 | 1.40 248 | 5.96 213 | 4.71 273 | 0.71 126 | 4.21 111 | 1.70 207 | 10.94 214 | 6.06 182 | 1.85 71 | 4.80 136 | 6.16 222 | 2.74 136 | 9.82 238 | 1.74 155 | 0.05 308 | 0.09 319 | 0.00 1 | 0.24 466 | 0.50 420 | 0.30 360 |
|
| tt45 |  | 3.20 159 | 0.95 112 | 4.36 110 | 3.73 195 | 1.86 286 | 8.19 346 | 2.05 278 | 9.12 170 | 3.36 108 | 5.60 211 | 4.42 114 | 4.61 184 | 2.39 123 | 11.00 289 | 1.96 175 | 0.00 1 | 0.04 160 | 0.00 1 | 0.01 198 | 0.32 336 | 0.10 174 |
|
| MoCha-V2 |  | 3.20 159 | 0.92 108 | 4.82 130 | 5.09 304 | 0.40 51 | 4.63 145 | 1.37 151 | 9.81 186 | 5.41 167 | 5.58 210 | 5.26 152 | 2.63 129 | 6.48 318 | 9.90 242 | 1.15 108 | 0.02 222 | 0.24 488 | 0.00 1 | 0.25 472 | 0.07 114 | 0.04 82 |
|
| Pointernet |  | 3.22 162 | 0.84 76 | 5.79 206 | 3.22 140 | 0.35 39 | 5.27 208 | 0.37 57 | 16.46 327 | 5.96 180 | 4.11 171 | 6.81 187 | 4.84 188 | 2.73 135 | 4.78 81 | 2.52 226 | 0.00 1 | 0.15 414 | 0.00 1 | 0.22 447 | 0.04 67 | 0.02 17 |
|
| SCV_C0 |  | 3.23 163 | 1.31 222 | 6.44 233 | 3.20 136 | 0.82 152 | 4.84 170 | 1.61 191 | 10.34 199 | 6.85 201 | 2.74 121 | 4.91 139 | 6.26 230 | 1.81 98 | 11.06 292 | 1.50 132 | 0.11 358 | 0.06 235 | 0.00 1 | 0.23 456 | 0.33 345 | 0.11 191 |
|
| MGS-Stereo |  | 3.26 164 | 1.29 214 | 6.73 243 | 3.30 147 | 0.47 70 | 4.89 173 | 1.55 179 | 6.15 64 | 8.88 255 | 4.31 175 | 10.15 236 | 5.48 206 | 1.27 67 | 8.09 169 | 1.97 178 | 0.04 282 | 0.01 43 | 0.02 271 | 0.00 1 | 0.57 445 | 0.04 82 |
|
| rrr |  | 3.26 164 | 1.57 317 | 7.72 297 | 3.36 152 | 0.60 101 | 4.93 177 | 1.59 185 | 10.72 211 | 5.11 158 | 3.79 156 | 4.58 119 | 4.53 180 | 4.00 183 | 10.13 251 | 2.09 193 | 0.00 1 | 0.06 235 | 0.00 1 | 0.22 447 | 0.12 180 | 0.18 275 |
|
| CroCo-Stereo |   | 3.27 166 | 1.90 410 | 7.18 267 | 8.50 517 | 1.11 187 | 0.96 3 | 0.97 114 | 10.18 194 | 8.20 238 | 3.59 150 | 4.69 127 | 8.02 277 | 4.53 216 | 2.75 24 | 2.34 213 | 0.01 141 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 326 | 0.11 191 |
| P.Weinzaepfel, T. Lucas, V. Leroy, Y. Cabon, V. Arora, R. Bregier, G. Csurka, L. Antsfeld, B. Chidlovskii, J. Revaud: CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow. ICCV 2023 |
| fffy |  | 3.28 167 | 1.20 185 | 5.94 212 | 3.67 188 | 0.85 155 | 4.84 170 | 1.75 228 | 10.18 194 | 6.44 190 | 2.60 111 | 6.15 176 | 6.33 233 | 3.16 147 | 10.08 249 | 1.62 145 | 0.00 1 | 0.12 374 | 0.00 1 | 0.00 1 | 0.30 314 | 0.33 374 |
|
| IGEVStereo-DCA |  | 3.31 168 | 1.57 317 | 6.20 224 | 3.36 152 | 0.60 101 | 4.93 177 | 1.70 207 | 13.26 259 | 5.04 148 | 3.79 156 | 4.58 119 | 4.53 180 | 4.00 183 | 10.13 251 | 2.09 193 | 0.00 1 | 0.06 235 | 0.00 1 | 0.18 422 | 0.12 180 | 0.14 227 |
|
| test_xeample3 |  | 3.34 169 | 1.54 299 | 7.67 293 | 3.33 150 | 0.68 115 | 5.74 250 | 1.63 194 | 12.05 227 | 3.88 120 | 6.71 229 | 3.81 94 | 3.17 142 | 3.34 157 | 10.59 264 | 2.07 190 | 0.00 1 | 0.02 100 | 0.00 1 | 0.27 485 | 0.13 188 | 0.16 256 |
|
| GCAP-Stereo-DPT-FT |  | 3.37 170 | 5.20 560 | 20.75 585 | 3.26 142 | 3.66 411 | 3.19 64 | 1.77 237 | 8.61 156 | 2.83 78 | 2.16 92 | 3.61 89 | 3.75 158 | 3.63 173 | 3.13 35 | 1.41 127 | 0.05 308 | 0.12 374 | 0.00 1 | 0.01 198 | 0.13 188 | 0.22 313 |
|
| GLC_STEREO |  | 3.40 171 | 1.06 139 | 3.44 49 | 6.52 431 | 0.20 5 | 4.76 163 | 1.66 199 | 8.97 165 | 6.59 194 | 5.39 209 | 9.04 215 | 5.23 199 | 2.03 104 | 9.76 237 | 2.77 242 | 0.01 141 | 0.03 139 | 0.21 472 | 0.00 1 | 0.23 259 | 0.06 126 |
|
| VMStereo-Base |   | 3.41 172 | 0.84 76 | 4.19 103 | 1.72 6 | 0.47 70 | 3.01 54 | 0.57 76 | 10.10 191 | 14.58 335 | 3.85 160 | 9.11 217 | 7.48 267 | 2.36 120 | 7.75 157 | 1.90 168 | 0.07 339 | 0.08 300 | 0.04 313 | 0.00 1 | 0.06 89 | 0.02 17 |
|
| GCAP-Stereo-DPT-20K |  | 3.44 173 | 0.76 48 | 17.99 564 | 1.92 9 | 2.08 308 | 4.60 142 | 1.60 188 | 7.55 112 | 3.25 97 | 2.62 113 | 5.03 146 | 3.50 152 | 4.57 219 | 1.99 5 | 0.60 20 | 0.04 282 | 0.16 425 | 0.00 1 | 0.20 440 | 0.89 502 | 9.42 653 |
|
| 999 |  | 3.44 173 | 0.92 108 | 4.78 126 | 4.69 272 | 2.34 328 | 7.58 337 | 2.20 283 | 9.81 186 | 6.11 184 | 2.96 129 | 4.79 135 | 5.07 192 | 2.27 118 | 12.10 358 | 2.76 241 | 0.03 261 | 0.09 319 | 0.00 1 | 0.00 1 | 0.29 304 | 0.10 174 |
|
| GCAPDPT-zeroshot4090 |  | 3.44 173 | 0.76 48 | 17.99 564 | 1.92 9 | 2.08 308 | 4.60 142 | 1.60 188 | 7.55 112 | 3.25 97 | 2.62 113 | 5.03 146 | 3.50 152 | 4.57 219 | 1.99 5 | 0.60 20 | 0.04 282 | 0.16 425 | 0.00 1 | 0.20 440 | 0.89 502 | 9.42 653 |
|
| DF |  | 3.48 176 | 1.24 200 | 6.65 239 | 4.11 221 | 1.07 182 | 4.50 129 | 1.71 219 | 8.04 132 | 4.39 131 | 3.91 165 | 9.37 222 | 9.95 303 | 1.48 80 | 9.73 236 | 2.61 230 | 0.01 141 | 0.22 469 | 0.00 1 | 0.33 512 | 0.06 89 | 0.16 256 |
|
| ff7 |  | 3.48 176 | 1.76 387 | 6.20 224 | 3.45 159 | 1.13 191 | 5.02 186 | 1.70 207 | 13.26 259 | 5.04 148 | 4.66 190 | 5.47 163 | 3.49 148 | 4.70 229 | 11.14 297 | 2.01 182 | 0.00 1 | 0.04 160 | 0.00 1 | 0.18 422 | 0.30 314 | 0.14 227 |
|
| ffff |  | 3.48 176 | 1.76 387 | 6.20 224 | 3.45 159 | 1.13 191 | 5.02 186 | 1.70 207 | 13.26 259 | 5.04 148 | 4.66 190 | 5.47 163 | 3.49 148 | 4.70 229 | 11.14 297 | 2.01 182 | 0.00 1 | 0.04 160 | 0.00 1 | 0.18 422 | 0.30 314 | 0.14 227 |
|
| 11t |  | 3.48 176 | 1.76 387 | 6.20 224 | 3.45 159 | 1.13 191 | 5.02 186 | 1.70 207 | 13.26 259 | 5.04 148 | 4.66 190 | 5.47 163 | 3.49 148 | 4.70 229 | 11.14 297 | 2.01 182 | 0.00 1 | 0.04 160 | 0.00 1 | 0.18 422 | 0.30 314 | 0.14 227 |
|
| ccc-4 |  | 3.48 176 | 1.76 387 | 6.20 224 | 3.45 159 | 1.13 191 | 5.02 186 | 1.70 207 | 13.26 259 | 5.04 148 | 4.66 190 | 5.47 163 | 3.49 148 | 4.70 229 | 11.14 297 | 2.01 182 | 0.00 1 | 0.04 160 | 0.00 1 | 0.18 422 | 0.30 314 | 0.14 227 |
|
| anonymousdsp |  | 3.51 181 | 1.75 381 | 5.66 197 | 3.49 167 | 1.13 191 | 5.04 192 | 1.74 225 | 13.69 271 | 5.07 154 | 4.83 195 | 5.42 158 | 4.25 170 | 4.44 206 | 11.14 297 | 1.98 179 | 0.00 1 | 0.04 160 | 0.00 1 | 0.18 422 | 0.31 326 | 0.13 216 |
|
| castereo++ |  | 3.52 182 | 1.28 210 | 3.96 82 | 3.76 200 | 2.61 347 | 16.87 520 | 1.95 268 | 7.57 114 | 8.51 245 | 2.26 95 | 4.54 118 | 5.10 193 | 2.04 106 | 8.75 195 | 0.74 37 | 0.00 1 | 0.15 414 | 0.00 1 | 0.35 517 | 0.05 82 | 0.02 17 |
|
| IGEV-Stereo |   | 3.52 182 | 1.75 381 | 5.67 198 | 3.49 167 | 1.12 189 | 5.04 192 | 1.73 221 | 13.70 272 | 5.07 154 | 4.83 195 | 5.42 158 | 4.27 171 | 4.43 205 | 11.15 302 | 1.98 179 | 0.00 1 | 0.04 160 | 0.00 1 | 0.18 422 | 0.31 326 | 0.12 201 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| Foundation-i1 |  | 3.56 184 | 0.63 21 | 2.94 19 | 3.20 136 | 3.52 405 | 6.18 284 | 4.51 397 | 12.68 247 | 5.38 165 | 5.96 222 | 6.16 177 | 7.37 264 | 4.87 244 | 6.38 113 | 1.27 117 | 0.02 222 | 0.09 319 | 0.00 1 | 0.00 1 | 0.03 46 | 0.04 82 |
|
| CREStereo |  | 3.58 185 | 1.05 138 | 3.35 43 | 2.17 26 | 0.59 97 | 5.61 232 | 0.40 58 | 10.50 203 | 13.34 322 | 6.93 237 | 10.44 243 | 5.29 202 | 3.47 162 | 5.82 100 | 2.62 233 | 0.01 141 | 0.01 43 | 0.02 271 | 0.01 198 | 0.04 67 | 0.01 4 |
| Jiankun Li, Peisen Wang, Pengfei Xiong, Tao Cai, Ziwei Yan, Lei Yang, Jiangyu Liu, Haoqiang Fan, Shuaicheng Liu: Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation. CVPR 2022 |
| LoS |  | 3.59 186 | 1.07 146 | 3.81 71 | 2.80 89 | 0.52 84 | 4.98 181 | 1.18 128 | 10.35 200 | 12.97 312 | 4.54 184 | 10.75 252 | 3.89 162 | 3.27 152 | 8.78 196 | 2.63 234 | 0.03 261 | 0.03 139 | 0.09 380 | 0.00 1 | 0.12 180 | 0.04 82 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| ProNet |  | 3.61 187 | 1.91 413 | 6.17 223 | 3.31 149 | 0.67 114 | 5.51 221 | 6.46 466 | 12.60 245 | 6.23 185 | 3.18 137 | 4.80 136 | 3.64 156 | 3.57 167 | 11.15 302 | 2.11 197 | 0.02 222 | 0.21 459 | 0.01 244 | 0.01 198 | 0.41 381 | 0.14 227 |
|
| trnet |  | 3.62 188 | 0.95 112 | 3.30 39 | 2.21 30 | 0.56 91 | 5.67 245 | 0.42 60 | 10.62 209 | 13.30 320 | 6.89 235 | 10.45 244 | 5.78 212 | 3.69 174 | 5.80 99 | 2.61 230 | 0.00 1 | 0.02 100 | 0.03 291 | 0.01 198 | 0.04 67 | 0.02 17 |
|
| GCAP-BAT |  | 3.64 189 | 1.06 139 | 7.37 281 | 3.46 163 | 3.60 408 | 2.72 42 | 1.55 179 | 8.93 163 | 12.16 296 | 4.62 186 | 6.47 181 | 7.18 256 | 1.80 96 | 9.68 233 | 1.82 163 | 0.04 282 | 0.10 340 | 0.00 1 | 0.01 198 | 0.07 114 | 0.14 227 |
|
| GCAPDPT-zeroshot |  | 3.64 189 | 1.06 139 | 7.35 280 | 3.46 163 | 3.60 408 | 2.72 42 | 1.55 179 | 8.93 163 | 12.16 296 | 4.62 186 | 6.47 181 | 7.18 256 | 1.80 96 | 9.68 233 | 1.81 161 | 0.04 282 | 0.10 340 | 0.00 1 | 0.01 198 | 0.07 114 | 0.14 227 |
|
| U |  | 3.65 191 | 0.64 24 | 5.91 210 | 3.91 209 | 11.89 642 | 11.50 402 | 0.20 43 | 7.66 118 | 5.38 165 | 1.79 69 | 2.55 59 | 0.76 45 | 1.61 82 | 2.34 13 | 0.70 34 | 0.00 1 | 0.04 160 | 10.60 655 | 5.47 644 | 0.04 67 | 0.02 17 |
|
| water-stereo |  | 3.66 192 | 0.84 76 | 4.79 129 | 3.60 184 | 0.79 146 | 5.03 191 | 0.89 108 | 12.93 250 | 5.45 170 | 5.82 215 | 14.74 296 | 6.51 239 | 4.76 239 | 3.37 38 | 3.26 279 | 0.03 261 | 0.13 390 | 0.09 380 | 0.04 288 | 0.06 89 | 0.07 141 |
|
| Anonymus123 |  | 3.68 193 | 1.51 287 | 15.51 532 | 2.95 110 | 1.03 174 | 12.63 425 | 3.41 355 | 11.91 224 | 5.56 173 | 2.75 122 | 1.76 48 | 2.49 123 | 0.78 41 | 7.72 154 | 3.07 265 | 0.01 141 | 0.03 139 | 0.04 313 | 0.09 366 | 0.09 141 | 0.17 265 |
|
| Occ-G |  | 3.68 193 | 1.07 146 | 4.68 121 | 3.11 128 | 1.26 210 | 3.63 86 | 6.75 480 | 7.88 124 | 4.90 145 | 4.37 180 | 8.36 206 | 9.68 300 | 4.39 200 | 9.65 231 | 3.23 278 | 0.00 1 | 0.11 361 | 0.00 1 | 0.19 435 | 0.19 232 | 0.07 141 |
|
| DA |  | 3.70 195 | 0.83 70 | 4.78 126 | 5.07 301 | 0.70 121 | 16.50 515 | 1.94 265 | 9.42 172 | 7.22 215 | 4.02 167 | 6.78 184 | 5.96 218 | 4.49 212 | 4.16 63 | 1.54 135 | 0.05 308 | 0.12 374 | 0.00 1 | 0.00 1 | 0.06 89 | 0.26 341 |
|
| GGEV |  | 3.70 195 | 0.83 70 | 4.78 126 | 5.07 301 | 0.70 121 | 16.50 515 | 1.94 265 | 9.42 172 | 7.22 215 | 4.02 167 | 6.78 184 | 5.96 218 | 4.49 212 | 4.16 63 | 1.54 135 | 0.05 308 | 0.12 374 | 0.00 1 | 0.00 1 | 0.06 89 | 0.26 341 |
|
| rvit_stereo_0081_aga |  | 3.72 197 | 2.39 475 | 8.60 351 | 5.27 333 | 2.99 379 | 5.02 186 | 1.94 265 | 8.12 137 | 6.24 186 | 6.74 230 | 6.85 189 | 5.85 215 | 3.28 154 | 7.31 142 | 3.04 262 | 0.02 222 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 451 | 0.22 313 |
|
| GCAP-Stereo |  | 3.72 197 | 1.60 327 | 7.39 282 | 4.24 234 | 0.37 44 | 5.78 252 | 1.12 124 | 12.28 231 | 6.53 193 | 8.35 254 | 9.69 226 | 6.62 240 | 3.57 167 | 4.58 79 | 1.91 170 | 0.00 1 | 0.07 264 | 0.05 324 | 0.00 1 | 0.25 271 | 0.04 82 |
|
| LoS_RVC |  | 3.72 197 | 2.57 487 | 3.90 78 | 4.27 241 | 7.61 597 | 5.39 215 | 2.90 334 | 7.29 106 | 3.84 118 | 3.67 153 | 10.20 237 | 3.66 157 | 4.48 210 | 6.19 110 | 2.14 201 | 0.01 141 | 0.03 139 | 0.00 1 | 0.00 1 | 0.06 89 | 6.15 622 |
|
| HART |  | 3.80 200 | 1.52 292 | 5.45 175 | 4.85 285 | 0.51 80 | 4.41 125 | 0.76 93 | 12.59 244 | 5.08 157 | 5.95 221 | 12.76 277 | 6.87 247 | 1.72 91 | 10.71 271 | 1.84 165 | 0.00 1 | 0.13 390 | 0.10 400 | 0.00 1 | 0.45 392 | 0.26 341 |
|
| DN |  | 3.83 201 | 1.19 183 | 4.90 135 | 4.27 241 | 3.75 416 | 6.26 290 | 0.71 89 | 11.51 219 | 11.19 287 | 3.90 162 | 5.72 171 | 10.08 305 | 2.26 117 | 7.28 139 | 1.96 175 | 0.00 1 | 0.20 451 | 0.32 507 | 0.32 507 | 0.32 336 | 0.53 433 |
|
| CES |  | 3.85 202 | 1.14 168 | 2.91 17 | 3.05 121 | 11.37 637 | 5.37 214 | 1.02 118 | 9.52 177 | 8.82 252 | 3.50 148 | 9.21 221 | 1.78 86 | 0.90 50 | 6.53 116 | 2.37 215 | 0.02 222 | 0.04 160 | 0.01 244 | 0.00 1 | 1.62 541 | 7.74 643 |
|
| WCG-NET |  | 3.86 203 | 0.96 117 | 5.80 207 | 2.92 105 | 0.28 19 | 4.48 128 | 1.80 242 | 7.23 103 | 15.03 338 | 8.77 265 | 9.58 225 | 6.94 251 | 4.20 192 | 6.92 131 | 2.05 187 | 0.00 1 | 0.08 300 | 0.00 1 | 0.00 1 | 0.14 194 | 0.08 156 |
|
| CASnet |  | 3.91 204 | 1.03 135 | 4.68 121 | 4.98 293 | 0.27 16 | 4.99 184 | 2.95 335 | 11.02 216 | 11.02 282 | 10.61 287 | 11.76 265 | 4.15 168 | 1.65 87 | 5.85 101 | 1.91 170 | 0.50 502 | 0.00 1 | 0.59 537 | 0.12 392 | 0.13 188 | 0.02 17 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| rvit_stereo_0081 |  | 3.93 205 | 1.78 396 | 8.60 351 | 6.26 414 | 1.73 269 | 3.48 78 | 2.36 297 | 7.71 120 | 15.81 356 | 4.41 181 | 5.39 156 | 5.14 195 | 3.94 179 | 7.95 162 | 3.57 287 | 0.01 141 | 0.01 43 | 0.00 1 | 0.01 198 | 0.39 373 | 0.10 174 |
|
| rvit_stereo_0082 |  | 3.93 205 | 1.78 396 | 8.60 351 | 6.26 414 | 1.73 269 | 3.48 78 | 2.36 297 | 7.71 120 | 15.81 356 | 4.41 181 | 5.39 156 | 5.14 195 | 3.94 179 | 7.95 162 | 3.57 287 | 0.01 141 | 0.01 43 | 0.00 1 | 0.01 198 | 0.39 373 | 0.10 174 |
|
| castereo |  | 3.96 207 | 1.45 265 | 4.33 107 | 3.73 195 | 1.04 177 | 6.35 295 | 7.23 496 | 9.95 189 | 15.86 359 | 3.01 132 | 7.69 202 | 3.59 155 | 7.43 348 | 5.17 89 | 1.88 166 | 0.03 261 | 0.13 390 | 0.00 1 | 0.26 478 | 0.07 114 | 0.03 51 |
|
| rvit_stereo_0080 |  | 3.98 208 | 2.11 453 | 7.62 290 | 3.68 190 | 1.90 294 | 4.16 105 | 7.60 502 | 9.69 181 | 8.13 235 | 5.08 203 | 7.39 197 | 6.27 231 | 4.44 206 | 6.73 125 | 3.92 312 | 0.20 402 | 0.01 43 | 0.00 1 | 0.00 1 | 0.55 437 | 0.12 201 |
|
| whm_eth |  | 3.98 208 | 2.11 453 | 7.62 290 | 3.68 190 | 1.90 294 | 4.16 105 | 7.60 502 | 9.69 181 | 8.13 235 | 5.08 203 | 7.39 197 | 6.27 231 | 4.44 206 | 6.73 125 | 3.92 312 | 0.20 402 | 0.01 43 | 0.00 1 | 0.00 1 | 0.55 437 | 0.12 201 |
|
| MC-Stereo |  | 3.99 210 | 0.95 112 | 4.70 125 | 5.09 304 | 0.44 67 | 3.77 91 | 1.79 240 | 9.86 188 | 7.05 213 | 6.34 227 | 13.35 284 | 6.83 246 | 6.34 313 | 10.80 278 | 1.75 156 | 0.00 1 | 0.11 361 | 0.06 346 | 0.24 466 | 0.12 180 | 0.14 227 |
|
| CroCo-Stereo Lap2 |  | 4.01 211 | 2.03 443 | 8.14 320 | 9.82 552 | 6.03 554 | 1.11 4 | 0.79 97 | 9.71 183 | 7.98 231 | 3.26 138 | 4.99 142 | 9.08 290 | 5.80 286 | 6.08 106 | 4.39 332 | 0.00 1 | 0.05 198 | 0.00 1 | 0.00 1 | 0.71 476 | 0.30 360 |
|
| depthmonostereo |  | 4.02 212 | 1.64 345 | 5.29 163 | 4.40 252 | 1.19 202 | 8.04 343 | 1.16 127 | 15.24 300 | 12.52 301 | 4.62 186 | 7.49 200 | 4.11 166 | 4.80 241 | 6.61 119 | 2.71 239 | 0.04 282 | 0.21 459 | 0.11 413 | 0.07 346 | 0.07 114 | 0.02 17 |
|
| MM-Stereo_test2 |  | 4.03 213 | 1.20 185 | 7.42 283 | 5.18 322 | 0.76 142 | 7.24 326 | 2.26 292 | 14.57 287 | 8.19 237 | 6.89 235 | 5.13 150 | 4.85 189 | 3.80 176 | 10.49 261 | 1.96 175 | 0.00 1 | 0.12 374 | 0.00 1 | 0.09 366 | 0.33 345 | 0.08 156 |
|
| GCAP-Stereo-DPT-36K |  | 4.05 214 | 10.05 609 | 27.86 604 | 2.06 18 | 3.89 422 | 3.82 92 | 1.73 221 | 8.20 139 | 3.20 94 | 2.36 102 | 4.75 130 | 2.89 136 | 2.70 133 | 4.26 68 | 0.58 17 | 0.04 282 | 0.14 407 | 0.00 1 | 0.44 544 | 0.47 403 | 1.52 542 |
|
| CAS++ |  | 4.07 215 | 1.67 355 | 6.02 217 | 4.17 225 | 1.02 173 | 4.26 114 | 1.68 203 | 19.10 383 | 10.01 272 | 9.18 269 | 9.17 219 | 1.98 100 | 1.41 76 | 9.54 228 | 1.73 154 | 0.02 222 | 0.05 198 | 0.00 1 | 0.00 1 | 0.32 336 | 0.11 191 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| GCAP-Stereo-DPT-50K |  | 4.15 216 | 9.32 600 | 33.97 623 | 2.49 63 | 3.65 410 | 2.87 50 | 1.51 169 | 8.07 134 | 2.71 69 | 2.04 86 | 4.75 130 | 3.05 138 | 3.21 148 | 2.20 10 | 0.66 27 | 0.03 261 | 0.19 445 | 0.00 1 | 0.41 534 | 0.75 488 | 1.05 513 |
|
| plain |  | 4.15 216 | 1.67 355 | 9.97 429 | 4.86 286 | 2.97 378 | 3.27 69 | 1.41 153 | 8.20 139 | 5.51 171 | 3.37 142 | 16.69 320 | 3.03 137 | 2.71 134 | 14.44 450 | 3.91 311 | 0.14 371 | 0.00 1 | 0.03 291 | 0.01 198 | 0.69 471 | 0.14 227 |
|
| PSi22 |  | 4.19 218 | 1.37 239 | 4.15 102 | 3.83 204 | 0.37 44 | 4.56 133 | 0.25 48 | 7.21 101 | 15.42 348 | 4.31 175 | 6.96 191 | 13.76 376 | 5.93 290 | 13.23 418 | 1.88 166 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.37 364 | 0.20 294 |
|
| DilatedVolume-Stereo |   | 4.23 219 | 1.38 244 | 5.58 195 | 3.85 207 | 1.58 250 | 10.80 386 | 1.02 118 | 11.59 220 | 5.65 175 | 11.75 296 | 9.98 227 | 4.54 182 | 3.29 155 | 9.83 239 | 3.01 257 | 0.05 308 | 0.18 438 | 0.08 368 | 0.23 456 | 0.08 131 | 0.06 126 |
|
| quiztm |  | 4.28 220 | 1.71 366 | 5.37 168 | 4.86 286 | 5.11 503 | 4.60 142 | 2.84 332 | 13.08 257 | 7.79 229 | 8.37 256 | 11.40 261 | 6.75 244 | 2.57 131 | 7.18 137 | 2.59 229 | 0.80 551 | 0.03 139 | 0.00 1 | 0.07 346 | 0.41 381 | 0.11 191 |
|
| MIF-Stereo (partial) |  | 4.33 221 | 1.23 193 | 7.27 273 | 5.04 297 | 5.31 520 | 3.47 77 | 0.95 113 | 9.06 168 | 7.41 221 | 4.15 174 | 15.76 309 | 5.38 203 | 5.22 263 | 11.56 322 | 4.21 325 | 0.04 282 | 0.02 100 | 0.05 324 | 0.03 264 | 0.34 351 | 0.12 201 |
|
| MyStereo07 |  | 4.38 222 | 1.92 417 | 5.06 147 | 6.09 401 | 4.31 454 | 6.54 304 | 9.96 538 | 15.35 304 | 5.15 159 | 4.34 178 | 5.65 169 | 3.15 141 | 5.77 285 | 11.33 311 | 1.81 161 | 0.06 328 | 0.10 340 | 0.03 291 | 0.04 288 | 0.63 460 | 0.30 360 |
|
| XX-TBD |  | 4.45 223 | 10.67 616 | 3.01 23 | 10.28 569 | 0.57 93 | 5.84 256 | 0.07 13 | 7.57 114 | 12.24 299 | 11.43 295 | 14.74 296 | 4.07 165 | 1.66 88 | 4.51 78 | 2.05 187 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.26 282 | 0.01 4 |
|
| rvit_stereo_0083 |  | 4.53 224 | 1.94 421 | 9.94 427 | 7.12 469 | 1.67 263 | 4.98 181 | 2.80 329 | 8.25 142 | 18.22 391 | 4.76 194 | 7.78 204 | 6.41 235 | 4.87 244 | 7.54 150 | 3.74 299 | 0.11 358 | 0.04 160 | 0.00 1 | 0.01 198 | 0.24 266 | 0.16 256 |
|
| FE-Mocha |  | 4.54 225 | 2.08 449 | 9.99 431 | 4.36 250 | 2.16 314 | 4.76 163 | 0.81 98 | 13.59 268 | 4.81 141 | 13.39 341 | 11.04 255 | 11.38 325 | 3.45 159 | 5.97 104 | 2.12 200 | 0.03 261 | 0.14 407 | 0.14 434 | 0.38 527 | 0.12 180 | 0.18 275 |
|
| Reg-Stereo(zero) |  | 4.54 225 | 0.68 33 | 4.39 112 | 3.20 136 | 1.30 212 | 3.29 71 | 0.89 108 | 16.64 331 | 12.89 310 | 10.01 279 | 10.70 249 | 10.29 308 | 4.51 215 | 8.83 202 | 2.63 234 | 0.01 141 | 0.14 407 | 0.00 1 | 0.13 397 | 0.03 46 | 0.17 265 |
|
| NLMM |  | 4.55 227 | 1.18 180 | 5.44 173 | 3.48 165 | 5.88 552 | 13.44 441 | 1.59 185 | 11.98 226 | 8.84 253 | 4.92 200 | 5.44 160 | 6.20 224 | 5.05 255 | 9.85 240 | 7.60 421 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.09 141 | 0.10 174 |
|
| WQFJA1 |  | 4.56 228 | 1.18 180 | 5.44 173 | 3.48 165 | 5.88 552 | 13.44 441 | 1.59 185 | 11.97 225 | 8.85 254 | 4.92 200 | 5.44 160 | 6.20 224 | 5.05 255 | 10.03 248 | 7.60 421 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.09 141 | 0.10 174 |
|
| WCG-NET(raft) |  | 4.57 229 | 1.16 174 | 6.01 216 | 2.95 110 | 0.19 4 | 5.09 197 | 2.01 272 | 10.28 197 | 15.34 346 | 8.64 263 | 11.43 262 | 9.63 298 | 5.06 257 | 10.96 287 | 2.19 204 | 0.00 1 | 0.13 390 | 0.00 1 | 0.01 198 | 0.14 194 | 0.12 201 |
|
| CREStereo++_RVC |  | 4.61 230 | 0.99 125 | 3.70 63 | 4.08 217 | 2.01 304 | 3.94 96 | 0.10 22 | 9.10 169 | 16.94 370 | 8.65 264 | 16.77 322 | 4.46 175 | 2.18 110 | 5.72 97 | 3.12 269 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 665 | 0.02 10 | 0.01 4 |
| Junpeng Jing, Jiankun Li, Pengfei Xiong, Jiangyu Liu, Shuaicheng Liu, Yichen Guo, Xin Deng, Mai Xu, Lai Jiang, Leonid Sigal: Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching. ICCV2023 |
| WQFJX1 |  | 4.68 231 | 1.09 155 | 5.54 187 | 4.07 215 | 5.82 547 | 10.92 393 | 3.99 377 | 10.31 198 | 10.17 273 | 5.90 216 | 4.99 142 | 5.79 213 | 5.18 261 | 12.80 395 | 6.89 402 | 0.01 141 | 0.00 1 | 0.01 244 | 0.00 1 | 0.15 202 | 0.06 126 |
|
| iRaftStereo_RVC |  | 4.68 231 | 1.51 287 | 6.89 256 | 4.91 291 | 0.72 135 | 5.26 207 | 0.46 66 | 17.60 343 | 10.47 276 | 9.53 273 | 15.13 301 | 5.75 211 | 3.24 151 | 8.93 206 | 2.22 207 | 0.00 1 | 0.09 319 | 0.00 1 | 0.00 1 | 0.46 396 | 0.41 401 |
|
| WQFJX |  | 4.69 233 | 1.22 188 | 5.36 167 | 3.29 146 | 5.73 543 | 14.19 457 | 1.93 263 | 11.24 218 | 8.68 247 | 5.78 214 | 5.47 163 | 5.72 210 | 5.99 295 | 12.05 350 | 6.87 400 | 0.02 222 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 175 | 0.15 247 |
|
| Former-RAFT_DAM_RVC |  | 4.69 233 | 2.56 486 | 8.72 356 | 4.26 240 | 3.52 405 | 9.22 361 | 1.48 160 | 13.54 266 | 18.88 398 | 7.47 247 | 7.08 193 | 2.04 105 | 2.24 112 | 9.66 232 | 2.27 210 | 0.05 308 | 0.02 100 | 0.07 357 | 0.00 1 | 0.53 431 | 0.21 305 |
|
| TANstereo |  | 4.70 235 | 1.08 149 | 4.01 86 | 3.53 173 | 0.47 70 | 14.26 458 | 0.15 34 | 8.67 161 | 12.54 302 | 12.50 307 | 18.43 341 | 5.20 197 | 4.54 218 | 5.68 95 | 2.07 190 | 0.00 1 | 0.13 390 | 0.00 1 | 0.01 198 | 0.02 10 | 0.63 453 |
|
| rvit_stereo_ft |  | 4.73 236 | 2.68 492 | 9.30 393 | 11.34 595 | 2.74 360 | 4.18 109 | 8.45 512 | 9.77 185 | 9.90 271 | 4.04 169 | 6.26 178 | 6.73 242 | 4.72 235 | 8.99 210 | 5.03 355 | 0.01 141 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 296 | 0.09 162 |
|
| MSKI-zero shot |  | 4.76 237 | 1.56 313 | 5.98 214 | 5.14 315 | 1.13 191 | 6.55 306 | 1.55 179 | 12.76 249 | 8.06 233 | 10.44 285 | 11.50 263 | 13.47 372 | 2.38 121 | 12.07 356 | 1.90 168 | 0.01 141 | 0.20 451 | 0.02 271 | 0.29 492 | 0.14 194 | 0.14 227 |
|
| NLSM1 |  | 4.91 238 | 1.17 177 | 5.72 201 | 4.31 249 | 5.71 542 | 13.78 446 | 1.41 153 | 14.12 282 | 9.85 269 | 5.22 207 | 10.88 254 | 4.43 174 | 4.74 237 | 10.99 288 | 5.64 375 | 0.00 1 | 0.00 1 | 0.01 244 | 0.00 1 | 0.09 141 | 0.04 82 |
|
| NLCSM |  | 4.99 239 | 1.39 246 | 5.75 202 | 5.86 376 | 5.86 551 | 11.21 399 | 3.80 372 | 10.71 210 | 8.54 246 | 8.36 255 | 5.25 151 | 4.57 183 | 6.65 324 | 13.57 430 | 7.59 420 | 0.29 446 | 0.01 43 | 0.00 1 | 0.01 198 | 0.24 266 | 0.13 216 |
|
| MM-Stereo_test1 |  | 5.04 240 | 1.17 177 | 6.08 219 | 5.38 342 | 0.80 149 | 4.99 184 | 7.07 488 | 13.43 265 | 12.00 294 | 12.94 327 | 10.20 237 | 5.92 217 | 6.69 325 | 11.26 309 | 2.19 204 | 0.01 141 | 0.11 361 | 0.00 1 | 0.00 1 | 0.42 385 | 0.07 141 |
|
| sCroCo_RVC |  | 5.06 241 | 3.29 515 | 16.45 546 | 10.72 577 | 6.64 570 | 5.83 254 | 2.74 324 | 9.67 179 | 8.06 233 | 3.66 152 | 9.20 220 | 4.81 187 | 4.95 249 | 8.12 171 | 4.64 339 | 0.64 529 | 0.50 561 | 0.06 346 | 0.03 264 | 0.70 474 | 0.42 404 |
|
| RT-Monster |  | 5.07 242 | 1.10 157 | 4.69 123 | 3.44 158 | 4.24 445 | 5.19 202 | 0.81 98 | 12.47 235 | 19.77 404 | 13.38 340 | 13.37 285 | 9.84 301 | 3.27 152 | 7.69 153 | 1.91 170 | 0.04 282 | 0.08 300 | 0.00 1 | 0.00 1 | 0.05 82 | 0.12 201 |
|
| RAFT-Stereo-weight |  | 5.07 242 | 0.93 111 | 5.57 192 | 4.24 234 | 0.72 135 | 6.05 281 | 1.63 194 | 17.77 348 | 17.16 371 | 10.99 292 | 10.22 239 | 12.06 343 | 1.67 89 | 9.25 220 | 2.69 237 | 0.06 328 | 0.11 361 | 0.00 1 | 0.00 1 | 0.15 202 | 0.12 201 |
|
| tg |  | 5.09 244 | 1.48 273 | 6.73 243 | 4.83 281 | 1.23 207 | 7.57 336 | 0.49 68 | 18.35 363 | 11.87 290 | 9.28 271 | 14.61 293 | 7.15 254 | 4.12 187 | 10.58 262 | 2.74 240 | 0.00 1 | 0.04 160 | 0.00 1 | 0.00 1 | 0.45 392 | 0.36 387 |
|
| model_zeroshot |  | 5.12 245 | 1.53 294 | 9.70 419 | 5.33 338 | 1.54 249 | 8.71 354 | 2.23 289 | 15.60 311 | 8.29 241 | 13.74 344 | 10.02 232 | 10.57 312 | 2.97 141 | 8.47 178 | 2.61 230 | 0.02 222 | 0.18 438 | 0.14 434 | 0.25 472 | 0.06 89 | 0.34 378 |
|
| AE-Stereo |  | 5.15 246 | 1.56 313 | 7.99 312 | 8.70 520 | 2.18 315 | 9.12 360 | 3.02 339 | 11.78 222 | 13.30 320 | 4.34 178 | 12.84 278 | 10.83 315 | 4.53 216 | 8.71 193 | 2.82 246 | 0.04 282 | 0.44 545 | 0.05 324 | 0.33 512 | 0.20 236 | 0.17 265 |
|
| 4D-IteraStereo |  | 5.15 246 | 1.47 268 | 7.98 310 | 4.89 290 | 4.69 480 | 6.25 288 | 1.85 251 | 13.23 258 | 16.30 361 | 14.18 350 | 11.26 258 | 8.33 280 | 1.61 82 | 8.07 166 | 2.42 216 | 0.00 1 | 0.05 198 | 0.08 368 | 0.01 198 | 0.19 232 | 0.15 247 |
|
| ManiGeoR |   | 5.19 248 | 1.66 352 | 8.59 349 | 3.09 125 | 3.05 381 | 5.94 267 | 1.66 199 | 19.05 380 | 9.74 265 | 6.25 224 | 14.27 290 | 6.24 228 | 4.97 250 | 12.44 374 | 6.57 395 | 0.01 141 | 0.00 1 | 0.05 324 | 0.00 1 | 0.15 202 | 0.03 51 |
|
| HLf10 |  | 5.19 248 | 1.66 352 | 8.59 349 | 3.09 125 | 3.05 381 | 5.94 267 | 1.66 199 | 19.05 380 | 9.74 265 | 6.25 224 | 14.27 290 | 6.24 228 | 4.97 250 | 12.44 374 | 6.57 395 | 0.01 141 | 0.00 1 | 0.05 324 | 0.00 1 | 0.15 202 | 0.03 51 |
|
| CAS |  | 5.20 250 | 0.78 53 | 3.30 39 | 17.06 636 | 7.59 596 | 8.07 344 | 6.31 456 | 9.46 175 | 9.09 256 | 4.57 185 | 10.67 247 | 1.91 99 | 1.22 65 | 4.18 65 | 2.16 202 | 10.33 657 | 0.02 100 | 0.00 1 | 0.02 239 | 0.44 390 | 6.83 631 |
|
| test_1 |  | 5.20 250 | 1.06 139 | 7.72 297 | 4.21 232 | 0.59 97 | 6.69 309 | 3.03 340 | 12.98 253 | 17.51 380 | 12.35 305 | 8.66 210 | 13.20 363 | 4.12 187 | 9.00 212 | 2.11 197 | 0.00 1 | 0.05 198 | 0.00 1 | 0.32 507 | 0.25 271 | 0.18 275 |
|
| NLMM1 |  | 5.21 252 | 1.29 214 | 6.55 236 | 3.79 201 | 5.49 529 | 12.43 422 | 3.31 352 | 12.18 230 | 15.22 341 | 7.19 245 | 8.46 207 | 5.22 198 | 4.60 224 | 12.03 346 | 6.29 391 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.10 164 | 0.07 141 |
|
| test-3 |  | 5.21 252 | 1.06 139 | 7.71 296 | 4.19 230 | 0.59 97 | 6.72 312 | 3.01 338 | 12.96 251 | 17.49 379 | 12.53 315 | 8.65 208 | 13.20 363 | 4.14 189 | 9.00 212 | 2.11 197 | 0.00 1 | 0.05 198 | 0.00 1 | 0.32 507 | 0.25 271 | 0.18 275 |
|
| EAI-Stereo |  | 5.21 252 | 1.74 372 | 8.46 340 | 5.69 360 | 1.37 232 | 5.67 245 | 3.52 361 | 18.77 372 | 5.65 175 | 9.75 275 | 16.08 313 | 6.36 234 | 3.57 167 | 11.73 335 | 3.64 292 | 0.01 141 | 0.33 523 | 0.03 291 | 1.06 592 | 0.21 241 | 0.65 461 |
|
| tt1 |  | 5.27 255 | 1.99 428 | 5.11 149 | 6.02 397 | 0.26 10 | 10.59 381 | 4.22 389 | 18.45 365 | 16.31 362 | 6.75 231 | 8.95 214 | 4.75 186 | 9.15 384 | 10.82 280 | 1.61 143 | 0.00 1 | 0.05 198 | 0.00 1 | 0.04 288 | 0.26 282 | 0.14 227 |
|
| IGEV-FE |  | 5.28 256 | 2.03 443 | 14.26 516 | 6.10 404 | 1.33 223 | 4.32 116 | 1.03 121 | 14.46 283 | 6.50 191 | 13.33 338 | 11.86 266 | 11.00 317 | 3.47 162 | 10.71 271 | 3.65 294 | 0.03 261 | 0.22 469 | 0.15 441 | 0.26 478 | 0.80 493 | 0.20 294 |
|
| ACVNet-DCA |  | 5.28 256 | 2.00 430 | 4.99 141 | 5.89 378 | 0.26 10 | 10.85 388 | 5.38 420 | 20.20 397 | 11.88 291 | 6.95 238 | 10.01 228 | 4.49 177 | 9.78 399 | 10.79 275 | 1.59 140 | 0.00 1 | 0.05 198 | 0.00 1 | 0.04 288 | 0.25 271 | 0.20 294 |
|
| IGEV_Zeroshot_test |  | 5.28 256 | 2.03 443 | 14.26 516 | 6.09 401 | 1.33 223 | 4.32 116 | 1.03 121 | 14.46 283 | 6.50 191 | 13.33 338 | 11.89 267 | 11.01 318 | 3.45 159 | 10.71 271 | 3.64 292 | 0.03 261 | 0.22 469 | 0.15 441 | 0.26 478 | 0.80 493 | 0.20 294 |
|
| HLf8 |  | 5.31 259 | 1.68 361 | 7.70 295 | 3.15 131 | 2.75 361 | 7.19 324 | 1.88 254 | 17.68 345 | 16.71 366 | 7.82 248 | 13.88 287 | 6.00 220 | 3.75 175 | 11.89 343 | 3.81 305 | 0.01 141 | 0.00 1 | 0.01 244 | 0.00 1 | 0.15 202 | 0.04 82 |
|
| RCA-Stereo |  | 5.32 260 | 1.08 149 | 5.91 210 | 4.29 247 | 0.51 80 | 5.65 235 | 4.12 383 | 16.97 335 | 18.67 396 | 8.27 253 | 14.16 288 | 8.86 286 | 8.90 379 | 6.45 114 | 2.18 203 | 0.00 1 | 0.07 264 | 0.10 400 | 0.00 1 | 0.10 164 | 0.07 141 |
|
| cc1 |  | 5.34 261 | 2.00 430 | 4.99 141 | 5.89 378 | 0.26 10 | 10.85 388 | 5.38 420 | 17.85 352 | 15.48 349 | 6.95 238 | 10.01 228 | 4.49 177 | 9.78 399 | 10.79 275 | 1.59 140 | 0.00 1 | 0.05 198 | 0.00 1 | 0.04 288 | 0.30 314 | 0.13 216 |
|
| TestStereo_HL1 |  | 5.36 262 | 1.64 345 | 8.56 345 | 3.10 127 | 2.91 371 | 5.56 229 | 1.46 159 | 18.18 361 | 12.95 311 | 9.13 268 | 13.21 282 | 6.23 227 | 4.81 242 | 13.29 420 | 5.81 379 | 0.02 222 | 0.00 1 | 0.09 380 | 0.00 1 | 0.17 224 | 0.03 51 |
|
| PMTNet |  | 5.36 262 | 0.97 119 | 3.42 47 | 1.97 11 | 1.30 212 | 8.96 355 | 0.69 86 | 12.33 232 | 12.16 296 | 8.50 260 | 11.35 259 | 6.09 221 | 4.50 214 | 9.34 224 | 2.70 238 | 22.71 672 | 0.01 43 | 0.04 313 | 0.02 239 | 0.06 89 | 0.01 4 |
|
| cross-raft |  | 5.37 264 | 1.23 193 | 6.66 241 | 5.91 383 | 1.25 208 | 6.00 273 | 1.48 160 | 15.82 317 | 7.70 227 | 12.95 328 | 20.80 383 | 11.63 328 | 4.42 201 | 8.59 183 | 2.23 208 | 0.01 141 | 0.21 459 | 0.00 1 | 0.22 447 | 0.21 241 | 0.10 174 |
|
| TestStereo_HL3 |  | 5.39 265 | 1.55 302 | 10.89 458 | 3.15 131 | 2.44 335 | 3.97 98 | 1.52 172 | 16.53 328 | 9.21 258 | 6.79 234 | 14.81 298 | 7.27 258 | 4.58 222 | 14.45 452 | 10.22 481 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.32 336 | 0.01 4 |
|
| xyz-stereo-finetune |  | 5.39 265 | 1.47 268 | 5.53 185 | 2.65 77 | 0.30 24 | 11.94 410 | 3.28 345 | 12.96 251 | 21.28 424 | 8.14 250 | 12.32 274 | 6.19 223 | 3.62 172 | 11.80 339 | 5.98 382 | 0.01 141 | 0.02 100 | 0.00 1 | 0.02 239 | 0.16 213 | 0.04 82 |
|
| HH |  | 5.47 267 | 2.08 449 | 9.00 371 | 4.88 288 | 1.07 182 | 4.93 177 | 3.60 368 | 16.68 332 | 6.83 199 | 8.39 257 | 12.14 271 | 15.05 394 | 9.06 382 | 12.68 387 | 1.93 173 | 0.02 222 | 0.17 430 | 0.18 456 | 0.00 1 | 0.28 296 | 0.48 423 |
|
| HanStereo |  | 5.47 267 | 2.08 449 | 9.00 371 | 4.88 288 | 1.07 182 | 4.93 177 | 3.60 368 | 16.68 332 | 6.83 199 | 8.39 257 | 12.14 271 | 15.05 394 | 9.06 382 | 12.68 387 | 1.93 173 | 0.02 222 | 0.17 430 | 0.18 456 | 0.00 1 | 0.28 296 | 0.48 423 |
|
| test_4 |  | 5.47 267 | 0.98 120 | 5.56 191 | 6.55 435 | 0.62 104 | 5.53 223 | 1.88 254 | 11.68 221 | 6.00 181 | 12.60 319 | 30.86 514 | 7.48 267 | 3.87 177 | 12.25 366 | 2.97 254 | 0.00 1 | 0.07 264 | 0.03 291 | 0.14 403 | 0.34 351 | 0.04 82 |
|
| HUI-Stereo |  | 5.48 270 | 1.74 372 | 9.01 373 | 5.08 303 | 0.42 59 | 5.65 235 | 2.77 326 | 12.55 243 | 7.03 212 | 12.54 317 | 18.10 335 | 13.07 361 | 6.71 327 | 9.92 243 | 3.74 299 | 0.61 522 | 0.08 300 | 0.09 380 | 0.00 1 | 0.22 244 | 0.23 323 |
|
| RAFT-Stereo + iAFF |  | 5.48 270 | 1.66 352 | 7.56 286 | 3.49 167 | 0.40 51 | 2.75 44 | 0.67 82 | 16.07 322 | 14.76 336 | 12.27 302 | 18.67 346 | 11.95 338 | 8.08 364 | 7.84 159 | 2.89 248 | 0.01 141 | 0.06 235 | 0.00 1 | 0.00 1 | 0.37 364 | 0.04 82 |
|
| ROB_FTStereo |  | 5.49 272 | 1.74 372 | 8.96 368 | 5.09 304 | 0.42 59 | 5.65 235 | 1.68 203 | 12.53 242 | 7.00 205 | 12.53 315 | 18.00 332 | 13.02 357 | 6.74 330 | 11.51 319 | 3.81 305 | 0.60 518 | 0.09 319 | 0.09 380 | 0.00 1 | 0.22 244 | 0.22 313 |
|
| PSM-adaLoss |  | 5.50 273 | 1.74 372 | 9.03 377 | 5.09 304 | 0.42 59 | 5.66 240 | 1.98 270 | 12.50 236 | 7.01 210 | 12.52 309 | 18.13 338 | 12.96 353 | 6.77 335 | 11.11 295 | 3.83 307 | 0.72 535 | 0.09 319 | 0.09 380 | 0.00 1 | 0.22 244 | 0.22 313 |
|
| TestStereo-Hl |   | 5.53 274 | 1.63 343 | 9.60 406 | 3.03 120 | 2.45 336 | 5.92 266 | 1.38 152 | 18.94 377 | 12.88 309 | 9.59 274 | 15.74 308 | 5.85 215 | 4.85 243 | 13.11 412 | 5.14 359 | 0.11 358 | 0.00 1 | 0.15 441 | 0.00 1 | 0.16 213 | 0.02 17 |
|
| ROB_FTStereo_v2 |  | 5.53 274 | 1.74 372 | 8.97 370 | 5.09 304 | 0.42 59 | 5.64 234 | 2.02 273 | 12.50 236 | 7.00 205 | 12.51 308 | 18.10 335 | 12.99 354 | 6.72 328 | 11.50 318 | 4.04 323 | 0.70 531 | 0.09 319 | 0.09 380 | 0.00 1 | 0.22 244 | 0.23 323 |
|
| CRE-IMP |  | 5.53 274 | 1.63 343 | 9.62 408 | 5.65 355 | 0.48 75 | 7.02 321 | 1.70 207 | 11.84 223 | 8.33 242 | 12.99 330 | 16.02 312 | 11.08 320 | 6.23 305 | 12.06 353 | 5.06 356 | 0.28 444 | 0.07 264 | 0.09 380 | 0.00 1 | 0.24 266 | 0.21 305 |
|
| RAFT-IKP |  | 5.53 274 | 1.74 372 | 8.95 365 | 5.09 304 | 0.41 54 | 5.45 218 | 2.08 279 | 12.52 239 | 7.00 205 | 12.52 309 | 18.13 338 | 12.93 352 | 6.79 336 | 11.59 326 | 3.99 318 | 0.80 551 | 0.09 319 | 0.09 380 | 0.00 1 | 0.22 244 | 0.22 313 |
|
| LL-Strereo2 |  | 5.54 278 | 2.17 460 | 9.12 383 | 5.65 355 | 2.54 343 | 6.48 300 | 2.27 293 | 15.08 295 | 7.79 229 | 10.99 292 | 10.26 240 | 15.94 408 | 3.50 165 | 13.25 419 | 3.63 291 | 0.00 1 | 0.13 390 | 1.34 592 | 0.10 379 | 0.30 314 | 0.19 289 |
|
| iGMRVC |  | 5.54 278 | 1.74 372 | 9.01 373 | 5.09 304 | 0.42 59 | 5.66 240 | 1.81 246 | 12.61 246 | 7.02 211 | 12.52 309 | 18.11 337 | 13.02 357 | 6.64 323 | 11.57 323 | 4.16 324 | 0.82 554 | 0.09 319 | 0.09 380 | 0.00 1 | 0.22 244 | 0.21 305 |
|
| Gwc-CoAtRS |  | 5.54 278 | 1.22 188 | 8.40 333 | 4.28 243 | 1.36 231 | 6.93 318 | 1.31 141 | 15.48 306 | 15.03 338 | 12.62 320 | 13.32 283 | 12.74 350 | 5.71 283 | 8.61 184 | 2.98 256 | 0.01 141 | 0.22 469 | 0.00 1 | 0.29 492 | 0.28 296 | 0.07 141 |
|
| test_3 |  | 5.55 281 | 1.02 130 | 8.07 317 | 6.18 409 | 0.54 87 | 9.00 356 | 3.28 345 | 13.55 267 | 18.66 395 | 11.97 299 | 8.89 213 | 13.98 378 | 4.05 185 | 8.96 208 | 2.10 196 | 0.00 1 | 0.05 198 | 0.00 1 | 0.31 504 | 0.26 282 | 0.18 275 |
|
| CFNet-RSSM |  | 5.55 281 | 1.08 149 | 8.60 351 | 4.30 248 | 1.21 205 | 6.42 299 | 1.25 135 | 16.12 323 | 17.84 384 | 13.12 331 | 11.14 257 | 11.84 333 | 5.52 272 | 9.14 217 | 2.35 214 | 0.01 141 | 0.20 451 | 0.00 1 | 0.36 520 | 0.34 351 | 0.07 141 |
|
| TestStereo_HLe17 |  | 5.56 283 | 1.69 364 | 9.09 381 | 3.07 123 | 2.43 334 | 7.21 325 | 2.98 336 | 17.93 355 | 16.13 360 | 8.49 259 | 16.14 315 | 5.57 209 | 4.29 196 | 12.87 397 | 3.21 276 | 0.04 282 | 0.00 1 | 0.01 244 | 0.00 1 | 0.10 164 | 0.04 82 |
|
| Patchmatch Stereo++ |  | 5.56 283 | 1.74 372 | 9.01 373 | 5.09 304 | 0.41 54 | 5.66 240 | 2.40 305 | 12.52 239 | 7.00 205 | 12.52 309 | 18.08 333 | 13.02 357 | 6.74 330 | 11.59 326 | 4.01 320 | 0.78 545 | 0.09 319 | 0.09 380 | 0.00 1 | 0.22 244 | 0.22 313 |
| Wenjia Ren, Qingmin Liao, Zhijing Shao, Xiangru Lin, Xin Yue, Yu Zhang, Zongqing Lu: Patchmatch Stereo++: Patchmatch Binocular Stereo with Continuous Disparity Optimization. ACM MM 2023 |
| iRAFT |  | 5.56 283 | 1.74 372 | 9.01 373 | 5.09 304 | 0.41 54 | 5.66 240 | 2.40 305 | 12.52 239 | 7.00 205 | 12.52 309 | 18.08 333 | 13.02 357 | 6.74 330 | 11.59 326 | 4.01 320 | 0.78 545 | 0.09 319 | 0.09 380 | 0.00 1 | 0.22 244 | 0.22 313 |
|
| raftrobust |  | 5.56 283 | 1.42 253 | 6.00 215 | 7.04 463 | 5.11 503 | 4.90 176 | 1.88 254 | 17.13 338 | 13.72 324 | 11.87 297 | 11.58 264 | 7.82 270 | 9.21 385 | 10.28 253 | 2.92 252 | 0.02 222 | 0.05 198 | 0.00 1 | 0.00 1 | 0.22 244 | 0.11 191 |
|
| 1test111 |  | 5.59 287 | 2.00 430 | 4.99 141 | 5.89 378 | 0.26 10 | 10.85 388 | 5.38 420 | 20.20 397 | 11.88 291 | 6.95 238 | 10.01 228 | 4.49 177 | 9.78 399 | 11.09 293 | 7.45 413 | 0.00 1 | 0.05 198 | 0.00 1 | 0.04 288 | 0.25 271 | 0.20 294 |
|
| xyz-stereo-finetune2 |  | 5.60 288 | 1.64 345 | 5.87 208 | 2.44 56 | 0.32 27 | 15.39 483 | 1.90 259 | 10.59 208 | 5.28 163 | 10.58 286 | 17.82 330 | 7.37 264 | 8.93 380 | 14.86 460 | 8.46 449 | 0.01 141 | 0.02 100 | 0.08 368 | 0.14 403 | 0.23 259 | 0.04 82 |
|
| test-1 |  | 5.62 289 | 1.53 294 | 14.78 527 | 7.44 482 | 1.11 187 | 7.99 342 | 1.19 129 | 13.03 255 | 12.04 295 | 9.39 272 | 15.23 303 | 11.15 323 | 5.56 275 | 7.06 134 | 3.57 287 | 0.07 339 | 0.50 561 | 0.00 1 | 0.10 379 | 0.16 213 | 0.47 419 |
|
| DeepStereo_RVC |  | 5.65 290 | 1.65 348 | 9.06 379 | 5.21 328 | 0.56 91 | 5.55 228 | 1.84 250 | 12.16 229 | 7.22 215 | 13.94 346 | 14.96 299 | 12.58 346 | 10.27 408 | 11.25 308 | 5.81 379 | 0.39 476 | 0.10 340 | 0.11 413 | 0.00 1 | 0.18 228 | 0.22 313 |
|
| HLF11 |  | 5.67 291 | 1.55 302 | 8.56 345 | 3.38 154 | 3.06 383 | 4.57 136 | 1.23 133 | 18.20 362 | 9.49 263 | 9.83 277 | 16.96 323 | 7.53 269 | 4.93 248 | 15.35 467 | 8.47 450 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.23 259 | 0.01 4 |
|
| MM-Stereo_test3 |  | 5.71 292 | 1.22 188 | 5.59 196 | 5.84 375 | 5.43 526 | 4.74 160 | 6.54 470 | 19.30 385 | 23.72 457 | 8.53 261 | 11.36 260 | 7.15 254 | 2.84 139 | 8.62 186 | 2.51 225 | 0.05 308 | 0.07 264 | 0.00 1 | 0.00 1 | 0.45 392 | 0.17 265 |
|
| EKT-Stereo |  | 5.73 293 | 1.42 253 | 7.85 301 | 7.16 471 | 5.35 522 | 5.22 203 | 4.41 393 | 18.13 360 | 14.05 326 | 8.77 265 | 12.85 279 | 9.55 297 | 4.26 195 | 11.19 304 | 2.45 222 | 0.45 490 | 0.23 477 | 0.07 357 | 0.10 379 | 0.16 213 | 0.87 494 |
|
| NRIStereo |  | 5.73 293 | 1.67 355 | 8.42 335 | 5.72 366 | 0.41 54 | 6.71 311 | 2.60 317 | 14.73 291 | 10.71 281 | 12.39 306 | 15.07 300 | 11.58 327 | 6.23 305 | 12.06 353 | 4.78 343 | 0.61 522 | 0.17 430 | 0.11 413 | 0.00 1 | 0.28 296 | 0.27 347 |
|
| rvit_0105_6 |  | 5.74 295 | 2.76 493 | 14.29 518 | 9.83 554 | 1.73 269 | 5.18 201 | 5.24 415 | 10.21 196 | 20.31 410 | 6.26 226 | 6.78 184 | 10.10 307 | 6.43 316 | 11.20 306 | 3.33 281 | 0.18 390 | 0.29 508 | 0.00 1 | 0.00 1 | 0.51 424 | 0.14 227 |
|
| RAFT-Test |  | 5.75 296 | 1.32 226 | 6.77 250 | 4.07 215 | 1.71 267 | 9.95 367 | 1.56 183 | 15.78 316 | 8.34 244 | 12.73 323 | 23.83 423 | 11.80 331 | 4.69 228 | 8.99 210 | 2.57 228 | 0.01 141 | 0.29 508 | 0.00 1 | 0.38 527 | 0.16 213 | 0.07 141 |
|
| Selective-RAFT |  | 5.78 297 | 0.83 70 | 10.24 440 | 6.70 446 | 0.72 135 | 15.49 488 | 1.13 126 | 13.82 280 | 15.41 347 | 6.97 242 | 6.97 192 | 11.63 328 | 8.27 367 | 12.32 368 | 4.73 341 | 0.10 351 | 0.01 43 | 0.00 1 | 0.26 478 | 0.07 114 | 0.03 51 |
|
| TestStereo_HL2 |  | 5.83 298 | 1.51 287 | 9.49 402 | 3.05 121 | 2.69 354 | 6.23 286 | 2.02 273 | 20.08 395 | 10.50 277 | 7.29 246 | 20.02 365 | 7.38 266 | 6.70 326 | 13.13 413 | 6.24 389 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 304 | 0.02 17 |
|
| 11t1 |  | 5.86 299 | 1.10 157 | 7.74 299 | 5.18 322 | 1.44 234 | 13.82 449 | 2.36 297 | 14.92 294 | 7.26 218 | 12.98 329 | 11.10 256 | 11.24 324 | 9.30 387 | 11.59 326 | 6.54 393 | 0.10 351 | 0.16 425 | 0.00 1 | 0.01 198 | 0.18 228 | 0.23 323 |
|
| s12784h |  | 5.87 300 | 0.88 91 | 4.11 98 | 3.01 117 | 0.51 80 | 18.49 539 | 0.98 116 | 18.89 376 | 17.60 381 | 12.52 309 | 12.46 275 | 7.87 272 | 5.01 254 | 11.05 291 | 3.13 271 | 0.73 539 | 0.01 43 | 0.04 313 | 0.00 1 | 0.07 114 | 0.01 4 |
|
| H2IRNET |  | 5.89 301 | 1.14 168 | 6.65 239 | 4.13 223 | 2.24 320 | 4.15 104 | 0.73 91 | 12.10 228 | 13.21 316 | 7.09 243 | 20.45 375 | 15.74 404 | 10.74 414 | 10.36 256 | 7.84 429 | 0.06 328 | 0.00 1 | 0.07 357 | 0.53 557 | 0.37 364 | 0.16 256 |
|
| anonymousdsp2 |  | 5.93 302 | 1.54 299 | 8.34 327 | 4.43 257 | 0.38 49 | 9.24 362 | 4.11 381 | 21.92 425 | 17.36 376 | 12.28 304 | 10.08 235 | 10.05 304 | 4.42 201 | 11.04 290 | 2.54 227 | 0.01 141 | 0.02 100 | 0.30 505 | 0.18 422 | 0.21 241 | 0.18 275 |
|
| GMStereo |   | 5.94 303 | 3.84 534 | 10.86 456 | 5.13 314 | 0.71 126 | 7.27 328 | 2.66 322 | 12.38 233 | 25.14 474 | 12.01 301 | 10.66 246 | 5.12 194 | 3.46 161 | 11.39 314 | 6.16 388 | 0.45 490 | 0.02 100 | 0.05 324 | 0.31 504 | 0.86 499 | 0.25 337 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| RALCasStereoNet |  | 5.95 304 | 2.02 440 | 7.09 266 | 7.06 464 | 5.10 502 | 6.36 296 | 5.44 426 | 13.97 281 | 13.25 318 | 9.93 278 | 17.45 326 | 10.37 310 | 3.89 178 | 11.64 331 | 4.24 328 | 0.02 222 | 0.46 552 | 0.10 400 | 0.00 1 | 0.20 236 | 0.31 368 |
|
| GMOStereo |  | 5.97 305 | 1.55 302 | 7.18 267 | 5.17 317 | 0.71 126 | 5.54 224 | 2.21 284 | 10.54 204 | 12.86 305 | 18.29 457 | 22.01 401 | 17.06 424 | 6.27 307 | 6.62 120 | 2.43 217 | 0.00 1 | 0.23 477 | 0.12 417 | 0.00 1 | 0.46 396 | 0.10 174 |
|
| error version |  | 5.97 305 | 1.55 302 | 7.18 267 | 5.17 317 | 0.71 126 | 5.54 224 | 2.21 284 | 10.54 204 | 12.86 305 | 18.29 457 | 22.01 401 | 17.06 424 | 6.27 307 | 6.62 120 | 2.43 217 | 0.00 1 | 0.23 477 | 0.12 417 | 0.00 1 | 0.46 396 | 0.10 174 |
|
| test-v |  | 5.97 305 | 1.55 302 | 7.18 267 | 5.17 317 | 0.71 126 | 5.54 224 | 2.21 284 | 10.54 204 | 12.86 305 | 18.29 457 | 22.01 401 | 17.06 424 | 6.27 307 | 6.62 120 | 2.43 217 | 0.00 1 | 0.23 477 | 0.12 417 | 0.00 1 | 0.46 396 | 0.10 174 |
|
| test-2 |  | 5.97 305 | 1.55 302 | 7.18 267 | 5.17 317 | 0.71 126 | 5.54 224 | 2.21 284 | 10.54 204 | 12.86 305 | 18.29 457 | 22.01 401 | 17.06 424 | 6.27 307 | 6.62 120 | 2.43 217 | 0.00 1 | 0.23 477 | 0.12 417 | 0.00 1 | 0.46 396 | 0.10 174 |
|
| xx1 |  | 5.99 309 | 2.00 430 | 4.99 141 | 5.89 378 | 0.26 10 | 10.85 388 | 5.38 420 | 17.84 350 | 15.48 349 | 6.95 238 | 10.01 228 | 16.02 411 | 11.15 426 | 10.79 275 | 1.59 140 | 0.00 1 | 0.05 198 | 0.02 271 | 0.05 316 | 0.25 271 | 0.20 294 |
|
| rafts_anoy |  | 6.02 310 | 1.67 355 | 6.27 230 | 6.53 432 | 4.98 492 | 5.30 209 | 2.53 312 | 13.77 277 | 21.01 418 | 12.70 322 | 16.23 316 | 8.56 283 | 5.65 281 | 9.09 215 | 5.22 362 | 0.04 282 | 0.31 515 | 0.09 380 | 0.03 264 | 0.25 271 | 0.17 265 |
|
| TestStereo |  | 6.02 310 | 2.55 485 | 7.33 279 | 5.57 351 | 1.68 266 | 6.05 281 | 1.78 239 | 13.73 274 | 16.40 365 | 10.87 291 | 23.79 422 | 9.00 288 | 5.63 280 | 11.26 309 | 3.96 315 | 0.09 345 | 0.01 43 | 0.00 1 | 0.00 1 | 0.69 471 | 0.01 4 |
|
| Any-RAFT |  | 6.04 312 | 1.16 174 | 4.52 117 | 4.47 258 | 1.20 203 | 10.46 375 | 1.97 269 | 21.84 420 | 15.52 351 | 11.21 294 | 19.37 353 | 13.34 366 | 4.72 235 | 8.65 190 | 2.03 186 | 0.01 141 | 0.19 445 | 0.00 1 | 0.00 1 | 0.04 67 | 0.08 156 |
|
| iRaft-Stereo_20w |  | 6.06 313 | 1.84 404 | 12.04 477 | 4.23 233 | 1.67 263 | 6.77 315 | 2.22 288 | 18.73 371 | 6.08 183 | 14.72 360 | 10.33 241 | 13.42 371 | 8.14 365 | 15.88 483 | 3.08 268 | 0.01 141 | 0.24 488 | 0.13 429 | 0.39 530 | 0.61 454 | 0.71 471 |
|
| DCRE |  | 6.07 314 | 1.75 381 | 8.41 334 | 7.20 472 | 3.82 421 | 6.48 300 | 4.18 388 | 15.52 308 | 10.42 275 | 9.24 270 | 22.47 411 | 11.71 330 | 5.46 269 | 10.62 266 | 3.02 260 | 0.02 222 | 0.26 499 | 0.05 324 | 0.30 499 | 0.15 202 | 0.24 330 |
|
| XX-Stereo |  | 6.14 315 | 1.47 268 | 9.11 382 | 11.87 602 | 6.76 574 | 3.27 69 | 0.93 111 | 15.13 297 | 5.43 168 | 8.79 267 | 28.46 477 | 13.71 375 | 2.22 111 | 11.51 319 | 2.07 190 | 0.20 402 | 0.24 488 | 0.08 368 | 0.29 492 | 1.04 512 | 0.13 216 |
|
| AFF-stereo |  | 6.17 316 | 1.61 332 | 7.02 263 | 4.08 217 | 0.64 108 | 3.53 83 | 0.76 93 | 16.00 321 | 13.14 314 | 12.86 324 | 25.42 439 | 15.67 403 | 7.86 358 | 11.12 296 | 3.21 276 | 0.02 222 | 0.06 235 | 0.00 1 | 0.00 1 | 0.40 378 | 0.08 156 |
|
| knoymous |  | 6.19 317 | 1.49 279 | 4.49 115 | 3.81 202 | 1.87 289 | 5.84 256 | 5.76 434 | 14.51 285 | 14.18 329 | 13.31 337 | 21.59 397 | 12.64 347 | 6.49 319 | 12.41 373 | 4.03 322 | 0.12 364 | 0.13 390 | 0.12 417 | 0.00 1 | 0.71 476 | 0.35 383 |
|
| TRStereo |  | 6.22 318 | 6.09 574 | 11.30 462 | 9.19 533 | 7.41 592 | 4.75 162 | 1.74 225 | 19.70 388 | 11.74 289 | 10.61 287 | 8.65 208 | 10.67 313 | 3.22 150 | 13.81 436 | 3.60 290 | 0.31 451 | 0.23 477 | 0.12 417 | 0.36 520 | 0.48 406 | 0.38 391 |
|
| AnonymousM |  | 6.33 319 | 11.42 624 | 3.06 26 | 3.93 210 | 1.49 241 | 4.54 132 | 3.29 347 | 11.00 215 | 7.70 227 | 16.52 413 | 9.38 223 | 9.07 289 | 3.97 181 | 7.10 135 | 3.01 257 | 0.43 486 | 0.07 264 | 22.69 668 | 7.67 654 | 0.06 89 | 0.21 305 |
|
| AIO-test1 |  | 6.38 320 | 1.41 252 | 5.70 200 | 9.77 550 | 5.61 533 | 9.09 358 | 1.79 240 | 21.63 418 | 20.69 414 | 6.75 231 | 17.68 328 | 8.19 278 | 4.99 252 | 10.38 257 | 3.16 272 | 0.01 141 | 0.01 43 | 0.00 1 | 0.13 397 | 0.28 296 | 0.26 341 |
|
| MyStereo06 |  | 6.40 321 | 1.76 387 | 13.15 492 | 6.19 410 | 4.40 462 | 7.09 322 | 9.95 536 | 16.68 332 | 6.98 204 | 12.91 325 | 10.76 253 | 17.84 445 | 5.71 283 | 9.97 246 | 3.39 284 | 0.06 328 | 0.10 340 | 0.02 271 | 0.04 288 | 0.73 482 | 0.29 357 |
|
| DCANet-4 |  | 6.41 322 | 1.02 130 | 9.66 413 | 3.41 156 | 0.68 115 | 4.73 155 | 1.70 207 | 17.70 346 | 24.33 467 | 15.10 371 | 20.25 369 | 6.45 237 | 8.65 372 | 8.47 178 | 5.31 366 | 0.01 141 | 0.04 160 | 0.00 1 | 0.00 1 | 0.09 141 | 0.63 453 |
|
| riskmin |  | 6.42 323 | 1.29 214 | 6.76 249 | 3.95 211 | 2.25 321 | 10.49 376 | 2.53 312 | 15.11 296 | 17.60 381 | 9.77 276 | 12.91 280 | 15.25 399 | 12.04 451 | 11.58 324 | 5.11 357 | 0.14 371 | 0.24 488 | 0.13 429 | 0.03 264 | 0.61 454 | 0.69 466 |
|
| DisPM |  | 6.43 324 | 1.31 222 | 8.36 329 | 6.61 441 | 1.06 181 | 5.83 254 | 3.82 374 | 13.04 256 | 11.63 288 | 16.38 408 | 23.88 425 | 12.80 351 | 6.50 320 | 13.03 411 | 3.04 262 | 0.51 505 | 0.01 43 | 0.08 368 | 0.15 412 | 0.10 164 | 0.42 404 |
|
| Lsterematch |  | 6.44 325 | 1.75 381 | 6.90 257 | 3.57 181 | 0.63 106 | 8.44 351 | 1.54 177 | 12.51 238 | 16.89 369 | 16.22 403 | 25.52 441 | 9.64 299 | 4.42 201 | 12.06 353 | 7.98 434 | 0.00 1 | 0.04 160 | 0.00 1 | 0.00 1 | 0.29 304 | 0.31 368 |
|
| DCANet |  | 6.46 326 | 1.59 323 | 7.28 274 | 3.51 172 | 0.68 115 | 4.77 168 | 1.75 228 | 15.33 302 | 23.62 452 | 15.55 387 | 20.73 382 | 7.31 261 | 11.56 441 | 8.83 202 | 5.26 364 | 0.00 1 | 0.05 198 | 0.00 1 | 0.00 1 | 0.26 282 | 1.11 518 |
|
| RALAANet |  | 6.49 327 | 2.49 482 | 9.69 418 | 7.09 465 | 4.98 492 | 6.23 286 | 1.68 203 | 19.90 393 | 14.26 330 | 15.04 370 | 14.56 292 | 12.69 349 | 4.38 199 | 12.91 401 | 3.07 265 | 0.02 222 | 0.07 264 | 0.00 1 | 0.10 379 | 0.51 424 | 0.15 247 |
|
| Pruner-Stereo |  | 6.59 328 | 1.51 287 | 8.71 355 | 6.34 419 | 0.85 155 | 5.66 240 | 4.15 384 | 13.74 275 | 11.02 282 | 18.11 452 | 22.09 406 | 15.86 407 | 5.80 286 | 11.75 337 | 5.15 360 | 0.60 518 | 0.02 100 | 0.18 456 | 0.10 379 | 0.07 114 | 0.16 256 |
|
| sAnonymous2 |  | 6.59 328 | 6.21 576 | 19.05 571 | 8.91 523 | 5.27 516 | 4.58 138 | 6.69 476 | 15.56 309 | 11.12 285 | 4.86 197 | 8.71 211 | 3.81 159 | 7.93 359 | 7.38 144 | 2.89 248 | 0.09 345 | 0.07 264 | 0.05 324 | 0.28 488 | 11.25 649 | 7.10 636 |
|
| CroCo_RVC |  | 6.59 328 | 6.21 576 | 19.05 571 | 8.91 523 | 5.27 516 | 4.58 138 | 6.69 476 | 15.56 309 | 11.12 285 | 4.86 197 | 8.71 211 | 3.81 159 | 7.93 359 | 7.38 144 | 2.89 248 | 0.09 345 | 0.07 264 | 0.05 324 | 0.28 488 | 11.25 649 | 7.10 636 |
|
| SST-Stereo |  | 6.60 331 | 1.46 266 | 8.37 330 | 6.68 444 | 0.77 143 | 6.01 276 | 1.93 263 | 14.68 290 | 9.24 259 | 19.09 475 | 20.43 374 | 16.86 422 | 8.59 371 | 13.49 426 | 3.80 304 | 0.22 413 | 0.05 198 | 0.13 429 | 0.00 1 | 0.08 131 | 0.05 112 |
|
| PSM-softLoss |  | 6.61 332 | 1.60 327 | 9.42 399 | 6.48 427 | 0.88 159 | 5.65 235 | 2.04 276 | 22.64 430 | 8.77 248 | 13.95 347 | 22.11 408 | 13.01 355 | 5.22 263 | 12.73 391 | 6.05 383 | 0.49 499 | 0.06 235 | 0.27 489 | 0.56 560 | 0.16 213 | 0.06 126 |
|
| KMStereo |  | 6.61 332 | 1.60 327 | 9.42 399 | 6.48 427 | 0.88 159 | 5.65 235 | 2.04 276 | 22.64 430 | 8.77 248 | 13.95 347 | 22.11 408 | 13.01 355 | 5.22 263 | 12.73 391 | 6.05 383 | 0.49 499 | 0.06 235 | 0.27 489 | 0.56 560 | 0.16 213 | 0.06 126 |
|
| ADStereo(finetuned) |  | 6.68 334 | 1.59 323 | 9.70 419 | 3.49 167 | 0.68 115 | 4.79 169 | 1.75 228 | 15.33 302 | 23.64 453 | 15.56 388 | 20.68 377 | 7.30 260 | 13.85 488 | 8.71 193 | 5.17 361 | 0.00 1 | 0.05 198 | 0.00 1 | 0.00 1 | 0.25 271 | 1.05 513 |
|
| PFNet+ |  | 6.68 334 | 1.40 248 | 9.60 406 | 5.64 354 | 0.85 155 | 5.79 253 | 1.74 225 | 13.63 269 | 15.30 344 | 17.88 445 | 21.38 394 | 14.52 386 | 6.07 296 | 12.74 393 | 4.89 351 | 0.63 527 | 0.20 451 | 0.11 413 | 0.30 499 | 0.05 82 | 0.91 500 |
|
| rvit_0105_4 |  | 6.69 336 | 2.81 495 | 15.46 531 | 10.22 566 | 1.58 250 | 5.99 271 | 5.81 435 | 13.77 277 | 23.65 454 | 7.16 244 | 9.46 224 | 12.64 347 | 7.78 356 | 12.03 346 | 3.83 307 | 0.19 394 | 0.47 554 | 0.00 1 | 0.01 198 | 0.60 452 | 0.37 388 |
|
| raft+_RVC |  | 6.69 336 | 1.61 332 | 5.57 192 | 6.37 420 | 4.62 477 | 6.51 303 | 6.18 453 | 20.39 404 | 23.38 449 | 10.62 289 | 17.82 330 | 9.89 302 | 5.65 281 | 10.70 270 | 3.67 296 | 0.00 1 | 0.14 407 | 0.00 1 | 0.00 1 | 0.34 351 | 0.27 347 |
|
| NF-Stereo |  | 6.72 338 | 1.59 323 | 8.93 361 | 6.60 439 | 0.73 140 | 6.27 291 | 3.38 354 | 20.21 403 | 18.01 387 | 13.22 336 | 19.46 357 | 11.82 332 | 6.16 301 | 12.39 372 | 4.74 342 | 0.33 454 | 0.06 235 | 0.20 467 | 0.23 456 | 0.08 131 | 0.05 112 |
|
| RE-Stereo |  | 6.73 339 | 1.58 320 | 8.94 363 | 6.59 436 | 0.71 126 | 6.27 291 | 3.51 359 | 20.20 397 | 17.99 385 | 13.21 333 | 19.46 357 | 11.94 336 | 6.20 303 | 12.34 369 | 4.79 346 | 0.34 458 | 0.05 198 | 0.20 467 | 0.23 456 | 0.09 141 | 0.05 112 |
|
| TVStereo |  | 6.73 339 | 1.58 320 | 8.94 363 | 6.59 436 | 0.71 126 | 6.27 291 | 3.51 359 | 20.20 397 | 17.99 385 | 13.21 333 | 19.46 357 | 11.94 336 | 6.20 303 | 12.34 369 | 4.79 346 | 0.34 458 | 0.05 198 | 0.20 467 | 0.23 456 | 0.09 141 | 0.05 112 |
|
| OCTAStereo |  | 6.74 341 | 1.59 323 | 8.96 368 | 6.60 439 | 0.72 135 | 6.25 288 | 3.50 357 | 20.20 397 | 18.03 388 | 13.21 333 | 19.45 355 | 12.07 344 | 6.16 301 | 12.36 371 | 4.78 343 | 0.35 461 | 0.06 235 | 0.20 467 | 0.23 456 | 0.09 141 | 0.05 112 |
|
| DIP-Stereo |  | 6.74 341 | 1.93 420 | 10.02 436 | 4.28 243 | 1.64 260 | 13.54 443 | 1.52 172 | 15.16 298 | 6.63 195 | 14.30 355 | 26.81 458 | 10.90 316 | 5.19 262 | 14.78 459 | 7.56 417 | 0.00 1 | 0.06 235 | 0.05 324 | 0.00 1 | 0.17 224 | 0.17 265 |
| Zihua Zheng, Ni Nie, Zhi Ling, Pengfei Xiong, Jiangyu Liu, Hao Wang, Jiankun Li: DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow. cvpr2022 |
| MIPNet |  | 6.75 343 | 1.67 355 | 12.34 479 | 4.67 271 | 1.47 236 | 10.01 368 | 2.24 290 | 26.43 475 | 17.22 372 | 14.72 360 | 12.75 276 | 7.02 252 | 9.68 397 | 8.44 177 | 5.26 364 | 0.01 141 | 0.04 160 | 0.05 324 | 0.09 366 | 0.35 355 | 0.55 438 |
|
| RAFT-345 |  | 6.79 344 | 1.29 214 | 6.80 252 | 5.06 300 | 0.91 164 | 5.61 232 | 3.32 353 | 13.36 264 | 10.17 273 | 13.73 343 | 43.66 627 | 9.12 291 | 5.38 268 | 12.29 367 | 4.44 333 | 0.32 452 | 0.05 198 | 0.09 380 | 0.06 335 | 0.06 89 | 0.03 51 |
|
| x |  | 6.80 345 | 1.36 237 | 6.94 259 | 4.58 267 | 1.88 290 | 10.78 385 | 4.55 398 | 19.79 391 | 10.62 278 | 12.69 321 | 19.54 360 | 14.87 392 | 10.11 405 | 9.52 227 | 8.03 438 | 0.07 339 | 0.15 414 | 0.04 313 | 0.04 288 | 0.24 266 | 0.22 313 |
|
| PAM_32 |  | 6.82 346 | 1.73 369 | 14.16 513 | 5.34 340 | 1.47 236 | 13.84 450 | 0.88 106 | 14.75 292 | 6.34 189 | 14.22 353 | 9.14 218 | 24.94 530 | 11.87 447 | 12.50 382 | 2.79 244 | 0.14 371 | 0.27 503 | 0.09 380 | 0.42 537 | 0.54 433 | 0.89 496 |
|
| fff |  | 6.83 347 | 1.55 302 | 7.28 274 | 3.56 175 | 0.32 27 | 4.73 155 | 1.70 207 | 15.75 313 | 31.87 536 | 15.11 372 | 20.25 369 | 6.90 248 | 12.80 467 | 8.63 187 | 5.33 367 | 0.01 141 | 0.04 160 | 0.00 1 | 0.00 1 | 0.09 141 | 0.63 453 |
|
| csc |  | 6.83 347 | 1.55 302 | 7.28 274 | 3.56 175 | 0.32 27 | 4.73 155 | 1.70 207 | 15.75 313 | 31.87 536 | 15.11 372 | 20.25 369 | 6.90 248 | 12.80 467 | 8.63 187 | 5.33 367 | 0.01 141 | 0.04 160 | 0.00 1 | 0.00 1 | 0.09 141 | 0.63 453 |
|
| cscssc |  | 6.83 347 | 1.55 302 | 7.28 274 | 3.56 175 | 0.32 27 | 4.73 155 | 1.70 207 | 15.75 313 | 31.87 536 | 15.11 372 | 20.25 369 | 6.90 248 | 12.80 467 | 8.63 187 | 5.33 367 | 0.01 141 | 0.04 160 | 0.00 1 | 0.00 1 | 0.09 141 | 0.63 453 |
|
| Hybrid-DGEV-03 |  | 6.90 350 | 1.58 320 | 5.75 202 | 6.11 405 | 1.20 203 | 11.62 403 | 2.60 317 | 13.70 272 | 14.15 328 | 16.58 415 | 29.44 490 | 14.00 379 | 5.86 288 | 10.87 284 | 3.69 297 | 0.00 1 | 0.07 264 | 0.13 429 | 0.00 1 | 0.35 355 | 0.28 352 |
|
| UGAM-zero |  | 6.91 351 | 1.47 268 | 13.65 504 | 4.24 234 | 1.67 263 | 5.51 221 | 0.72 90 | 17.44 341 | 6.74 197 | 14.56 356 | 15.84 310 | 24.16 518 | 14.20 497 | 12.79 394 | 3.96 315 | 0.00 1 | 0.22 469 | 0.02 271 | 0.58 562 | 0.14 194 | 0.27 347 |
|
| RAFT_R40 |  | 6.91 351 | 1.53 294 | 8.45 338 | 6.79 452 | 0.77 143 | 5.86 261 | 3.82 374 | 14.85 293 | 14.53 334 | 18.05 451 | 20.03 366 | 17.06 424 | 8.69 373 | 13.40 423 | 3.84 309 | 0.14 371 | 0.02 100 | 0.14 434 | 0.00 1 | 0.09 141 | 0.05 112 |
|
| OMP-Stereo |  | 6.93 353 | 2.57 487 | 9.03 377 | 10.63 575 | 1.72 268 | 4.89 173 | 1.91 260 | 17.84 350 | 15.56 352 | 16.69 419 | 14.16 288 | 17.70 442 | 7.33 346 | 12.93 402 | 4.83 349 | 0.24 427 | 0.03 139 | 0.06 346 | 0.02 239 | 0.19 232 | 0.39 394 |
|
| PAM |  | 6.94 354 | 1.65 348 | 14.88 528 | 5.38 342 | 1.98 301 | 14.76 472 | 1.28 137 | 14.54 286 | 6.77 198 | 15.52 385 | 9.10 216 | 24.15 517 | 11.60 443 | 12.46 379 | 2.33 212 | 0.04 282 | 0.28 507 | 0.07 357 | 0.42 537 | 0.57 445 | 0.99 508 |
|
| qqq |  | 6.96 355 | 1.40 248 | 8.15 321 | 4.50 259 | 1.03 174 | 8.55 352 | 6.93 486 | 20.20 397 | 11.88 291 | 12.00 300 | 18.19 340 | 16.02 411 | 11.15 426 | 11.09 293 | 7.45 413 | 0.06 328 | 0.13 390 | 0.02 271 | 0.05 316 | 0.25 271 | 0.20 294 |
|
| AIO-test2 |  | 7.01 356 | 2.23 467 | 6.87 254 | 8.42 515 | 5.28 518 | 9.03 357 | 5.32 417 | 25.92 468 | 23.54 450 | 6.78 233 | 20.55 376 | 5.25 200 | 3.58 170 | 9.56 229 | 2.50 224 | 3.96 626 | 0.04 160 | 0.03 291 | 0.47 549 | 0.56 443 | 0.33 374 |
|
| MIM_Stereo |  | 7.02 357 | 1.55 302 | 10.78 453 | 4.17 225 | 0.58 94 | 5.25 206 | 1.32 144 | 19.03 378 | 12.59 304 | 16.74 421 | 28.83 480 | 13.20 363 | 5.53 273 | 12.89 399 | 7.11 405 | 0.00 1 | 0.23 477 | 0.00 1 | 0.01 198 | 0.38 370 | 0.28 352 |
|
| R-Stereo Train |  | 7.04 358 | 1.34 233 | 7.89 304 | 6.23 412 | 2.30 324 | 7.51 332 | 5.54 428 | 23.96 442 | 6.94 202 | 16.26 405 | 33.57 559 | 12.04 341 | 5.61 276 | 7.67 151 | 3.74 299 | 0.01 141 | 0.05 198 | 0.01 244 | 0.00 1 | 0.10 164 | 0.12 201 |
|
| RAFT-Stereo |   | 7.04 358 | 1.34 233 | 7.89 304 | 6.23 412 | 2.30 324 | 7.51 332 | 5.54 428 | 23.96 442 | 6.94 202 | 16.26 405 | 33.57 559 | 12.04 341 | 5.61 276 | 7.67 151 | 3.74 299 | 0.01 141 | 0.05 198 | 0.01 244 | 0.00 1 | 0.10 164 | 0.12 201 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| ACRE |  | 7.07 360 | 2.38 474 | 13.26 493 | 7.36 477 | 4.86 483 | 10.28 371 | 4.40 391 | 15.51 307 | 13.69 323 | 17.22 431 | 19.23 352 | 8.00 275 | 4.20 192 | 10.64 267 | 8.50 451 | 0.33 454 | 0.32 518 | 0.03 291 | 0.14 403 | 0.37 364 | 0.77 481 |
|
| MyStereo8 |  | 7.13 361 | 2.48 480 | 10.86 456 | 6.81 454 | 4.98 492 | 10.73 382 | 1.42 155 | 14.58 288 | 9.73 264 | 15.75 390 | 23.16 417 | 12.17 345 | 7.96 362 | 9.85 240 | 10.21 480 | 0.04 282 | 0.19 445 | 0.08 368 | 0.21 444 | 0.58 449 | 0.82 485 |
|
| IPLGR |  | 7.14 362 | 1.31 222 | 13.14 491 | 4.24 234 | 1.15 198 | 9.78 366 | 0.98 116 | 23.98 444 | 21.70 431 | 16.22 403 | 18.43 341 | 8.45 282 | 7.66 350 | 9.26 221 | 5.45 372 | 0.21 407 | 0.05 198 | 0.04 313 | 0.06 335 | 0.32 336 | 0.38 391 |
|
| CIPLG |  | 7.15 363 | 2.44 477 | 12.82 486 | 7.38 478 | 4.93 487 | 10.51 377 | 4.56 399 | 15.17 299 | 13.25 318 | 17.45 436 | 19.75 361 | 8.42 281 | 4.60 224 | 11.41 315 | 8.31 445 | 0.33 454 | 0.32 518 | 0.03 291 | 0.14 403 | 0.37 364 | 0.72 473 |
|
| AIO-Stereo-zeroshot |   | 7.16 364 | 3.12 512 | 14.04 511 | 4.74 274 | 6.89 581 | 6.58 307 | 0.68 83 | 21.97 426 | 9.36 262 | 10.84 290 | 17.38 324 | 17.36 438 | 9.24 386 | 12.45 378 | 4.44 333 | 0.04 282 | 0.24 488 | 0.10 400 | 1.00 590 | 1.36 534 | 1.43 537 |
|
| IPLGR_C |  | 7.16 364 | 2.48 480 | 12.98 489 | 7.52 487 | 4.91 486 | 10.56 378 | 4.59 401 | 15.63 312 | 14.12 327 | 17.42 434 | 18.87 348 | 8.00 275 | 4.59 223 | 10.76 274 | 8.81 455 | 0.32 452 | 0.32 518 | 0.03 291 | 0.13 397 | 0.36 357 | 0.76 478 |
|
| IPLG |  | 7.20 366 | 1.43 257 | 12.55 483 | 5.17 317 | 4.32 457 | 11.11 397 | 1.48 160 | 21.79 419 | 15.10 340 | 19.16 476 | 20.23 368 | 5.26 201 | 5.61 276 | 11.68 332 | 8.14 441 | 0.05 308 | 0.06 235 | 0.03 291 | 0.07 346 | 0.33 345 | 0.50 428 |
|
| StereoVision |  | 7.21 367 | 2.17 460 | 9.29 391 | 9.43 537 | 3.91 426 | 5.09 197 | 1.91 260 | 20.04 394 | 17.37 377 | 8.57 262 | 29.59 493 | 11.08 320 | 6.76 334 | 12.44 374 | 4.71 340 | 0.54 509 | 0.05 198 | 0.16 449 | 0.03 264 | 0.82 495 | 0.30 360 |
|
| 111 |  | 7.26 368 | 1.65 348 | 7.28 274 | 3.56 175 | 0.32 27 | 10.76 383 | 3.53 362 | 20.55 406 | 27.51 500 | 10.07 280 | 16.62 319 | 14.30 381 | 9.53 395 | 12.02 345 | 5.87 381 | 0.14 371 | 0.01 43 | 0.00 1 | 0.00 1 | 0.31 326 | 1.14 522 |
|
| HHNet |  | 7.39 369 | 1.75 381 | 7.24 272 | 3.26 142 | 3.18 386 | 5.04 192 | 6.40 463 | 19.04 379 | 15.70 354 | 20.71 506 | 32.13 538 | 10.69 314 | 5.91 289 | 10.45 260 | 4.60 338 | 0.40 479 | 0.07 264 | 0.21 472 | 0.13 397 | 0.54 433 | 0.41 401 |
|
| ASMatch |  | 7.40 370 | 1.42 253 | 8.49 342 | 5.09 304 | 2.00 303 | 4.74 160 | 2.62 319 | 16.54 330 | 13.17 315 | 17.08 426 | 34.75 567 | 13.13 362 | 10.33 410 | 12.04 349 | 4.82 348 | 0.05 308 | 0.24 488 | 0.21 472 | 0.17 420 | 0.16 213 | 0.97 504 |
|
| IIG-Stereo |  | 7.41 371 | 2.13 458 | 8.55 344 | 10.02 560 | 1.76 273 | 6.82 316 | 1.53 175 | 17.17 339 | 15.84 358 | 18.74 470 | 20.30 373 | 18.01 449 | 8.39 369 | 12.89 399 | 5.22 362 | 0.27 440 | 0.03 139 | 0.03 291 | 0.00 1 | 0.16 213 | 0.30 360 |
|
| RAFT+CT+SA |  | 7.44 372 | 1.46 266 | 6.46 235 | 10.73 578 | 3.34 395 | 4.70 152 | 7.45 500 | 16.45 326 | 25.89 482 | 10.18 282 | 27.15 463 | 7.27 258 | 8.00 363 | 15.11 462 | 3.19 275 | 0.02 222 | 0.00 1 | 0.18 456 | 0.46 548 | 0.30 314 | 0.47 419 |
|
| LCNet |  | 7.52 373 | 1.23 193 | 5.35 166 | 6.42 425 | 1.29 211 | 9.27 363 | 5.64 431 | 17.85 352 | 10.63 279 | 16.54 414 | 24.54 430 | 14.85 391 | 11.29 430 | 11.74 336 | 3.88 310 | 0.02 222 | 0.02 100 | 0.22 476 | 2.04 616 | 0.90 506 | 6.76 629 |
|
| rvit_0105_5 |  | 7.60 374 | 3.13 513 | 16.37 545 | 9.97 559 | 1.59 252 | 7.41 330 | 6.27 455 | 17.78 349 | 25.62 479 | 10.30 283 | 10.39 242 | 14.79 390 | 8.95 381 | 12.51 383 | 4.87 350 | 0.17 387 | 0.42 538 | 0.00 1 | 0.11 389 | 0.62 457 | 0.71 471 |
|
| IGEV-BASED-STEREO- |  | 7.61 375 | 27.25 664 | 41.87 640 | 2.73 84 | 0.41 54 | 4.25 113 | 1.50 165 | 6.63 84 | 3.87 119 | 4.31 175 | 3.78 93 | 2.48 122 | 1.39 75 | 5.67 94 | 1.56 138 | 25.09 674 | 0.05 198 | 0.01 244 | 0.08 352 | 4.67 607 | 14.58 664 |
|
| TestStereo1 |  | 7.62 376 | 1.62 338 | 7.60 288 | 10.47 571 | 1.86 286 | 4.76 163 | 2.48 309 | 19.73 389 | 22.33 438 | 16.79 422 | 26.02 446 | 9.33 293 | 9.30 387 | 15.92 486 | 3.37 282 | 0.01 141 | 0.02 100 | 0.02 271 | 0.05 316 | 0.55 437 | 0.28 352 |
|
| SA-5K |  | 7.62 376 | 1.62 338 | 7.60 288 | 10.47 571 | 1.86 286 | 4.76 163 | 2.48 309 | 19.73 389 | 22.33 438 | 16.79 422 | 26.02 446 | 9.33 293 | 9.30 387 | 15.92 486 | 3.37 282 | 0.01 141 | 0.02 100 | 0.02 271 | 0.05 316 | 0.55 437 | 0.28 352 |
|
| Select-FE |  | 7.63 378 | 3.47 521 | 20.76 586 | 6.30 416 | 3.70 413 | 4.03 101 | 0.92 110 | 18.82 373 | 5.95 179 | 12.56 318 | 23.32 418 | 19.63 474 | 12.90 470 | 13.98 440 | 3.39 284 | 0.09 345 | 0.51 565 | 0.05 324 | 0.70 570 | 0.29 304 | 1.21 529 |
|
| FACV-RUCA |  | 7.66 379 | 1.94 421 | 9.40 398 | 7.72 496 | 6.03 554 | 12.99 433 | 3.10 342 | 19.47 386 | 18.51 393 | 12.27 302 | 18.43 341 | 8.28 279 | 10.16 406 | 11.38 313 | 5.62 374 | 0.36 463 | 0.62 578 | 4.36 627 | 0.30 499 | 1.72 548 | 0.55 438 |
|
| test_sample1 |  | 7.66 379 | 1.26 205 | 8.87 359 | 5.04 297 | 2.61 347 | 14.61 469 | 4.58 400 | 20.08 395 | 9.81 268 | 13.83 345 | 21.62 398 | 18.21 455 | 12.26 454 | 11.71 333 | 8.01 436 | 0.11 358 | 0.11 361 | 0.02 271 | 0.02 239 | 0.20 236 | 0.17 265 |
|
| mmm |  | 7.72 381 | 1.50 284 | 8.56 345 | 5.29 334 | 1.89 291 | 14.14 456 | 5.70 433 | 18.42 364 | 11.02 282 | 16.04 398 | 23.78 421 | 17.00 423 | 10.03 404 | 12.03 346 | 7.54 416 | 0.12 364 | 0.07 264 | 0.50 528 | 0.20 440 | 0.31 326 | 0.18 275 |
|
| RAFT-RH_RVC |  | 7.73 382 | 1.25 202 | 6.99 261 | 4.83 281 | 0.90 163 | 11.76 405 | 1.53 175 | 13.00 254 | 14.43 333 | 17.51 438 | 46.41 640 | 11.02 319 | 6.30 311 | 12.68 387 | 4.93 353 | 0.51 505 | 0.04 160 | 0.12 417 | 0.13 397 | 0.09 141 | 0.09 162 |
|
| AIO-Stereo-zeroshot1 |   | 7.76 383 | 3.78 530 | 19.59 574 | 5.04 297 | 10.79 633 | 5.87 263 | 1.85 251 | 19.52 387 | 7.33 220 | 14.18 350 | 21.16 390 | 16.50 417 | 5.97 294 | 13.73 435 | 3.79 303 | 0.04 282 | 0.17 430 | 0.04 313 | 1.30 603 | 2.45 566 | 2.15 569 |
|
| TransformOpticalFlow |  | 7.76 383 | 1.90 410 | 9.31 394 | 5.50 349 | 1.18 201 | 6.97 320 | 8.27 508 | 17.86 354 | 13.21 316 | 14.58 357 | 29.13 482 | 19.01 462 | 10.85 416 | 12.51 383 | 3.69 297 | 0.01 141 | 0.04 160 | 0.20 467 | 0.04 288 | 0.17 224 | 0.84 488 |
|
| HITNet |  | 7.83 385 | 2.93 503 | 8.39 331 | 4.76 278 | 1.48 239 | 12.75 428 | 4.64 402 | 20.97 408 | 14.37 332 | 15.14 376 | 22.15 410 | 14.57 387 | 10.62 411 | 14.38 449 | 8.14 441 | 0.04 282 | 0.01 43 | 0.48 525 | 0.02 239 | 0.57 445 | 0.10 174 |
| Vladimir Tankovich, Christian Häne, Yinda Zhang, Adarsh Kowdle, Sean Fanello, Sofien Bouaziz: HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching. CVPR 2021 |
| test_sample2 |  | 7.86 386 | 1.27 207 | 7.98 310 | 5.00 296 | 2.29 323 | 13.33 439 | 6.88 483 | 20.42 405 | 15.24 342 | 13.95 347 | 21.58 396 | 18.96 461 | 12.12 452 | 12.07 356 | 5.36 370 | 0.12 364 | 0.10 340 | 0.07 357 | 0.03 264 | 0.28 296 | 0.19 289 |
|
| PFNet |  | 7.91 387 | 1.44 263 | 11.60 468 | 7.03 461 | 2.42 332 | 7.60 338 | 6.03 448 | 23.36 439 | 17.24 374 | 20.29 498 | 17.67 327 | 15.44 402 | 7.71 353 | 13.02 410 | 5.71 377 | 0.24 427 | 0.20 451 | 0.12 417 | 0.19 435 | 0.31 326 | 0.61 451 |
|
| SA |  | 7.93 388 | 1.54 299 | 9.13 385 | 7.98 503 | 0.64 108 | 5.85 258 | 2.29 294 | 22.27 427 | 24.54 472 | 13.17 332 | 31.07 518 | 8.87 287 | 10.32 409 | 16.49 503 | 3.12 269 | 0.04 282 | 0.12 374 | 0.17 451 | 0.30 499 | 0.45 392 | 0.17 265 |
|
| AAGNet |  | 7.94 389 | 1.48 273 | 9.34 396 | 7.13 470 | 0.70 121 | 5.85 258 | 5.16 413 | 15.40 305 | 14.01 325 | 20.13 495 | 24.03 426 | 15.28 400 | 11.52 437 | 12.05 350 | 15.47 534 | 0.63 527 | 0.06 235 | 0.32 507 | 0.01 198 | 0.12 180 | 0.09 162 |
|
| FENet |  | 7.94 389 | 1.01 127 | 6.72 242 | 5.87 377 | 2.07 307 | 11.11 397 | 2.03 275 | 21.39 413 | 20.81 415 | 17.14 429 | 22.65 412 | 14.43 383 | 11.54 440 | 12.97 405 | 7.89 431 | 0.15 380 | 0.24 488 | 0.03 291 | 0.02 239 | 0.14 194 | 0.62 452 |
|
| dd |  | 7.96 391 | 4.08 538 | 11.49 467 | 6.53 432 | 0.93 168 | 8.28 349 | 4.03 380 | 16.53 328 | 33.82 555 | 15.17 378 | 16.50 318 | 6.79 245 | 5.96 293 | 14.30 446 | 9.90 471 | 1.13 578 | 0.42 538 | 0.17 451 | 0.44 544 | 2.01 559 | 0.79 482 |
|
| raft_robust |  | 7.97 392 | 2.26 469 | 6.75 246 | 5.83 373 | 0.72 135 | 5.57 230 | 0.84 101 | 33.59 575 | 34.21 561 | 18.17 453 | 19.88 364 | 6.50 238 | 5.62 279 | 15.33 465 | 2.83 247 | 0.03 261 | 0.23 477 | 0.00 1 | 0.37 524 | 0.32 336 | 0.39 394 |
|
| STrans-v2 |  | 7.98 393 | 1.84 404 | 9.42 399 | 4.84 284 | 1.48 239 | 12.23 417 | 10.05 541 | 19.06 382 | 12.32 300 | 13.63 342 | 26.06 450 | 18.13 454 | 12.35 457 | 12.99 407 | 3.99 318 | 0.01 141 | 0.01 43 | 0.18 456 | 0.01 198 | 0.22 244 | 0.83 486 |
|
| Prome-Stereo |  | 8.10 394 | 1.28 210 | 5.48 180 | 6.50 429 | 1.51 243 | 6.70 310 | 9.42 527 | 21.08 410 | 9.13 257 | 20.88 507 | 32.84 547 | 11.95 338 | 11.86 446 | 11.75 337 | 3.97 317 | 0.01 141 | 0.02 100 | 0.18 456 | 0.12 392 | 0.41 381 | 7.01 634 |
|
| IGEV_i1 |  | 8.11 395 | 1.53 294 | 9.99 431 | 5.80 369 | 1.15 198 | 16.03 496 | 7.19 495 | 19.82 392 | 15.30 344 | 16.39 409 | 17.38 324 | 17.95 448 | 8.38 368 | 14.44 450 | 7.44 411 | 0.25 433 | 0.19 445 | 1.08 578 | 1.12 597 | 0.26 282 | 0.54 436 |
|
| ffm |  | 8.12 396 | 1.43 257 | 9.67 414 | 5.70 361 | 3.44 398 | 11.96 411 | 6.35 457 | 18.45 365 | 16.31 362 | 15.83 393 | 31.44 526 | 17.22 433 | 10.87 418 | 10.82 280 | 1.61 143 | 0.00 1 | 0.05 198 | 0.80 556 | 0.08 352 | 0.26 282 | 0.14 227 |
|
| CASS |  | 8.15 397 | 1.67 355 | 7.68 294 | 8.25 512 | 1.52 244 | 14.39 461 | 2.72 323 | 22.65 432 | 17.23 373 | 15.42 383 | 22.68 413 | 13.47 372 | 11.87 447 | 12.44 374 | 6.07 386 | 0.96 567 | 0.05 198 | 0.12 417 | 0.01 198 | 0.71 476 | 3.14 592 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| Hybrid-DGEV-2 |  | 8.17 398 | 2.51 484 | 8.34 327 | 8.55 518 | 1.17 200 | 11.10 396 | 1.08 123 | 30.90 537 | 27.91 501 | 12.92 326 | 15.67 305 | 11.91 335 | 14.50 507 | 11.71 333 | 4.55 336 | 0.05 308 | 0.08 300 | 0.00 1 | 0.05 316 | 0.28 296 | 0.13 216 |
|
| DN-CSS_ROB |  | 8.17 398 | 2.59 489 | 14.14 512 | 6.11 405 | 3.22 389 | 6.31 294 | 3.53 362 | 22.92 436 | 20.59 413 | 16.66 417 | 30.05 501 | 9.31 292 | 7.95 361 | 13.49 426 | 4.78 343 | 0.72 535 | 0.00 1 | 0.45 522 | 0.00 1 | 0.54 433 | 0.09 162 |
|
| RAFT_CTSACE |  | 8.24 400 | 1.97 425 | 8.39 331 | 6.89 458 | 5.11 503 | 5.86 261 | 2.63 320 | 14.62 289 | 16.88 368 | 23.52 545 | 34.77 568 | 16.02 411 | 7.37 347 | 17.91 520 | 2.23 208 | 0.00 1 | 0.12 374 | 0.00 1 | 0.03 264 | 0.39 373 | 0.05 112 |
|
| fast-iter |  | 8.30 401 | 2.00 430 | 6.75 246 | 4.58 267 | 5.15 508 | 4.16 105 | 0.50 69 | 17.99 357 | 9.24 259 | 25.03 559 | 28.22 473 | 20.23 477 | 12.47 460 | 17.93 521 | 11.49 498 | 0.00 1 | 0.10 340 | 0.00 1 | 0.05 316 | 0.08 131 | 0.05 112 |
|
| CoSv |  | 8.30 401 | 2.00 430 | 6.75 246 | 4.58 267 | 5.15 508 | 4.16 105 | 0.50 69 | 17.99 357 | 9.24 259 | 25.03 559 | 28.22 473 | 20.23 477 | 12.47 460 | 17.93 521 | 11.49 498 | 0.00 1 | 0.10 340 | 0.00 1 | 0.05 316 | 0.08 131 | 0.05 112 |
|
| GMM-Stereo |  | 8.34 403 | 1.09 155 | 6.42 232 | 6.14 408 | 2.52 340 | 10.30 373 | 9.64 532 | 23.44 440 | 10.64 280 | 17.84 443 | 29.89 497 | 17.37 439 | 7.75 355 | 11.55 321 | 4.36 330 | 0.05 308 | 0.01 43 | 0.23 480 | 0.90 579 | 0.46 396 | 6.26 623 |
|
| GANet-ADL |  | 8.36 404 | 2.31 472 | 8.44 337 | 7.39 480 | 2.65 353 | 12.58 424 | 5.24 415 | 29.55 519 | 25.24 475 | 14.19 352 | 16.70 321 | 17.07 429 | 6.91 338 | 10.65 268 | 6.26 390 | 0.38 467 | 0.39 530 | 0.10 400 | 0.12 392 | 0.75 488 | 0.28 352 |
|
| Sa-1000 |  | 8.38 405 | 1.50 284 | 8.13 319 | 7.56 489 | 0.89 161 | 14.39 461 | 2.47 308 | 24.31 450 | 23.74 458 | 15.18 379 | 28.35 476 | 11.42 326 | 8.85 378 | 16.20 498 | 3.28 280 | 0.17 387 | 0.23 477 | 0.15 441 | 0.23 456 | 0.46 396 | 0.19 289 |
|
| GwcNet-ADL |  | 8.48 406 | 1.70 365 | 9.38 397 | 7.10 467 | 2.78 364 | 6.74 314 | 6.57 473 | 30.15 524 | 26.01 486 | 15.15 377 | 17.77 329 | 13.93 377 | 6.96 339 | 12.96 404 | 9.91 472 | 0.48 498 | 0.72 585 | 0.01 244 | 0.01 198 | 0.51 424 | 0.84 488 |
|
| ARAFT |  | 8.50 407 | 3.19 514 | 16.58 547 | 5.52 350 | 0.91 164 | 12.13 416 | 11.20 564 | 17.19 340 | 18.28 392 | 18.40 464 | 16.33 317 | 17.10 430 | 8.58 370 | 18.56 527 | 5.00 354 | 0.11 358 | 0.04 160 | 0.00 1 | 0.00 1 | 0.55 437 | 0.25 337 |
|
| test_5 |  | 8.51 408 | 1.50 284 | 8.19 326 | 11.06 587 | 5.00 495 | 6.91 317 | 5.67 432 | 17.50 342 | 22.09 435 | 16.07 399 | 29.63 494 | 15.28 400 | 10.78 415 | 15.94 488 | 3.65 294 | 0.00 1 | 0.00 1 | 0.26 487 | 0.08 352 | 0.31 326 | 0.35 383 |
|
| RAFT |  | 8.51 408 | 2.16 459 | 8.93 361 | 8.14 507 | 0.81 151 | 12.63 425 | 8.49 514 | 16.34 324 | 15.56 352 | 22.31 528 | 18.99 350 | 19.29 469 | 11.39 435 | 17.57 516 | 6.05 383 | 0.01 141 | 0.19 445 | 0.27 489 | 0.02 239 | 0.64 464 | 0.45 416 |
|
| GES |  | 8.51 408 | 1.98 427 | 11.82 471 | 6.39 422 | 1.77 275 | 12.36 421 | 6.22 454 | 21.55 415 | 21.34 425 | 19.02 474 | 26.02 446 | 8.79 285 | 9.34 390 | 13.94 439 | 7.24 407 | 0.38 467 | 0.10 340 | 0.30 505 | 0.14 403 | 0.69 471 | 0.73 474 |
|
| DMCA |  | 8.51 408 | 1.90 410 | 9.96 428 | 5.16 316 | 4.14 442 | 10.29 372 | 4.46 395 | 25.52 460 | 19.55 401 | 16.33 407 | 20.69 378 | 17.59 440 | 11.26 429 | 10.42 259 | 11.36 497 | 0.50 502 | 0.08 300 | 0.35 511 | 0.05 316 | 0.36 357 | 0.31 368 |
|
| PSM-AAD |  | 8.62 412 | 1.22 188 | 5.69 199 | 6.31 418 | 1.12 189 | 12.74 427 | 10.01 540 | 19.29 384 | 15.25 343 | 21.54 522 | 25.11 435 | 14.24 380 | 13.47 478 | 12.15 361 | 3.93 314 | 0.01 141 | 0.06 235 | 2.48 612 | 0.16 415 | 0.38 370 | 7.28 639 |
|
| FTStereo |  | 8.67 413 | 1.13 166 | 6.04 218 | 6.04 398 | 2.39 331 | 7.86 341 | 12.05 578 | 17.72 347 | 8.33 242 | 20.16 496 | 41.41 611 | 16.10 415 | 12.64 465 | 10.80 278 | 4.37 331 | 0.18 390 | 0.01 43 | 0.09 380 | 0.16 415 | 0.15 202 | 5.71 617 |
|
| iRaft-Stereo_5w |  | 8.70 414 | 1.81 402 | 9.33 395 | 5.83 373 | 3.78 417 | 4.87 172 | 11.12 563 | 15.86 320 | 14.80 337 | 15.23 380 | 26.36 452 | 21.49 488 | 12.91 471 | 15.94 488 | 12.73 506 | 0.58 513 | 0.05 198 | 0.08 368 | 0.09 366 | 0.85 498 | 0.33 374 |
|
| test_sample3 |  | 8.76 415 | 1.62 338 | 9.99 431 | 5.21 328 | 2.61 347 | 17.43 526 | 5.37 418 | 26.91 482 | 19.77 404 | 17.13 428 | 20.82 384 | 16.55 419 | 9.70 398 | 12.52 385 | 8.59 452 | 0.21 407 | 0.07 264 | 0.05 324 | 0.04 288 | 0.39 373 | 0.30 360 |
|
| IRAFT_RVC |  | 8.76 415 | 1.47 268 | 9.55 405 | 7.31 474 | 1.77 275 | 6.49 302 | 10.43 551 | 25.94 469 | 27.33 496 | 17.50 437 | 19.85 363 | 17.93 447 | 10.21 407 | 12.88 398 | 5.44 371 | 0.17 387 | 0.30 511 | 0.19 464 | 0.05 316 | 0.22 244 | 0.12 201 |
|
| HCRNet |  | 8.80 417 | 1.43 257 | 7.74 299 | 14.41 623 | 5.25 512 | 10.85 388 | 2.56 316 | 26.07 471 | 18.04 389 | 15.48 384 | 25.03 433 | 18.63 459 | 9.93 402 | 13.01 408 | 6.76 398 | 0.04 282 | 0.04 160 | 0.10 400 | 0.01 198 | 0.18 228 | 0.38 391 |
|
| DEmStereo |  | 8.85 418 | 1.36 237 | 9.99 431 | 4.24 234 | 1.05 180 | 11.49 401 | 5.91 437 | 13.76 276 | 26.68 492 | 22.03 526 | 32.92 549 | 11.86 334 | 15.27 523 | 11.48 316 | 8.08 440 | 0.16 383 | 0.15 414 | 0.02 271 | 0.09 366 | 0.09 141 | 0.44 411 |
|
| SFCPSM |  | 8.85 418 | 1.40 248 | 11.34 463 | 5.23 332 | 3.47 403 | 16.55 517 | 7.18 494 | 30.71 535 | 25.24 475 | 16.45 410 | 19.45 355 | 11.10 322 | 9.61 396 | 11.88 341 | 5.52 373 | 0.22 413 | 0.17 430 | 0.36 514 | 0.22 447 | 0.29 304 | 0.58 446 |
|
| Selective-IGEV-i1 |  | 8.86 420 | 1.33 229 | 10.58 446 | 5.92 384 | 2.99 379 | 13.65 445 | 10.07 542 | 24.12 448 | 28.99 509 | 14.85 364 | 19.75 361 | 18.80 460 | 6.10 298 | 11.22 307 | 5.69 376 | 0.10 351 | 0.29 508 | 0.92 569 | 1.10 594 | 0.26 282 | 0.51 429 |
|
| GrayStereo |  | 8.86 420 | 1.17 177 | 6.94 259 | 8.09 505 | 2.82 365 | 10.58 380 | 11.40 569 | 17.93 355 | 15.74 355 | 22.43 531 | 30.95 515 | 17.80 444 | 12.44 459 | 11.19 304 | 4.57 337 | 0.02 222 | 0.02 100 | 0.18 456 | 0.79 576 | 0.31 326 | 1.90 557 |
|
| anonymousa |  | 9.03 422 | 1.62 338 | 8.03 316 | 4.19 230 | 5.53 531 | 15.37 482 | 3.81 373 | 18.55 368 | 21.20 423 | 18.28 456 | 30.99 516 | 20.79 480 | 13.42 476 | 10.58 262 | 7.57 418 | 0.00 1 | 0.05 198 | 0.29 501 | 0.18 422 | 0.10 164 | 0.11 191 |
|
| KYRaft |  | 9.04 423 | 1.11 160 | 7.02 263 | 6.50 429 | 0.97 172 | 8.27 348 | 8.19 507 | 22.86 435 | 8.20 238 | 21.30 519 | 31.38 523 | 22.64 500 | 8.20 366 | 11.99 344 | 2.96 253 | 0.02 222 | 0.02 100 | 0.05 324 | 0.68 569 | 0.40 378 | 18.09 672 |
|
| DFGA-Net |  | 9.06 424 | 3.56 523 | 17.96 563 | 5.71 365 | 3.89 422 | 10.76 383 | 3.08 341 | 25.17 457 | 29.50 510 | 16.21 402 | 18.47 344 | 9.49 296 | 6.31 312 | 15.80 479 | 12.54 503 | 0.05 308 | 0.00 1 | 0.06 346 | 0.09 366 | 1.76 549 | 0.83 486 |
|
| rvit_stereo_0075_2 |  | 9.10 425 | 3.87 535 | 19.26 573 | 11.81 600 | 8.82 619 | 5.75 251 | 4.40 391 | 22.77 433 | 17.68 383 | 11.90 298 | 28.34 475 | 16.05 414 | 6.35 314 | 14.30 446 | 7.67 426 | 0.52 507 | 0.34 526 | 0.51 529 | 0.08 352 | 0.38 370 | 1.14 522 |
|
| test_sample4 |  | 9.10 425 | 1.65 348 | 9.91 426 | 5.19 325 | 2.57 345 | 16.59 518 | 5.38 420 | 27.37 487 | 19.80 406 | 17.80 442 | 27.52 466 | 15.01 393 | 11.21 428 | 12.69 390 | 8.15 443 | 0.21 407 | 0.07 264 | 0.06 346 | 0.03 264 | 0.43 387 | 0.30 360 |
|
| BUS |  | 9.20 427 | 1.48 273 | 7.93 306 | 6.74 449 | 3.96 427 | 17.62 532 | 2.79 327 | 33.06 570 | 21.58 428 | 17.99 448 | 21.34 391 | 14.49 384 | 9.40 392 | 14.18 442 | 10.57 485 | 0.19 394 | 0.13 390 | 0.14 434 | 0.04 288 | 0.30 314 | 0.09 162 |
|
| rvit_0105_3 |  | 9.23 428 | 3.67 526 | 17.68 559 | 11.75 598 | 1.89 291 | 9.37 365 | 8.48 513 | 18.68 369 | 30.64 526 | 15.02 369 | 14.72 295 | 17.87 446 | 9.94 403 | 15.66 475 | 6.54 393 | 0.36 463 | 0.43 543 | 0.01 244 | 0.41 534 | 0.50 420 | 1.01 511 |
|
| MyStereo04 |  | 9.24 429 | 1.92 417 | 8.78 357 | 6.09 401 | 4.31 454 | 6.54 304 | 9.96 538 | 32.24 561 | 41.99 608 | 14.26 354 | 11.98 270 | 12.00 340 | 12.01 450 | 13.93 437 | 7.53 415 | 0.06 328 | 0.10 340 | 0.03 291 | 0.04 288 | 0.63 460 | 0.30 360 |
|
| CoDeX |  | 9.24 429 | 1.77 393 | 9.54 404 | 6.08 400 | 3.79 419 | 16.45 514 | 6.76 481 | 26.15 472 | 25.03 473 | 17.18 430 | 25.12 436 | 14.69 389 | 11.68 444 | 12.22 363 | 6.71 397 | 0.30 448 | 0.20 451 | 0.15 441 | 0.02 239 | 0.23 259 | 0.68 464 |
|
| CrosDoStereo |  | 9.24 429 | 1.29 214 | 8.16 323 | 4.56 265 | 1.04 177 | 7.52 334 | 15.00 606 | 15.85 318 | 24.31 465 | 24.27 548 | 33.44 556 | 13.37 367 | 13.82 486 | 12.23 364 | 8.86 458 | 0.01 141 | 0.11 361 | 0.09 380 | 0.04 288 | 0.36 357 | 0.53 433 |
|
| DeepStereo_LL |  | 9.24 429 | 1.29 214 | 8.16 323 | 4.56 265 | 1.04 177 | 7.52 334 | 15.00 606 | 15.85 318 | 24.31 465 | 24.27 548 | 33.44 556 | 13.37 367 | 13.82 486 | 12.23 364 | 8.86 458 | 0.01 141 | 0.11 361 | 0.09 380 | 0.04 288 | 0.36 357 | 0.53 433 |
|
| DRaft |  | 9.27 433 | 1.23 193 | 9.08 380 | 3.62 186 | 0.78 145 | 13.27 438 | 5.89 436 | 16.97 335 | 29.57 512 | 21.15 517 | 38.46 594 | 10.09 306 | 13.98 492 | 11.58 324 | 7.91 432 | 0.43 486 | 0.30 511 | 0.06 346 | 0.26 478 | 0.26 282 | 0.45 416 |
|
| MyStereo05 |  | 9.29 434 | 1.76 387 | 8.95 365 | 6.19 410 | 4.40 462 | 7.09 322 | 9.95 536 | 31.21 541 | 40.82 600 | 17.31 432 | 12.93 281 | 10.33 309 | 12.52 463 | 13.93 437 | 7.05 404 | 0.06 328 | 0.10 340 | 0.02 271 | 0.04 288 | 0.73 482 | 0.29 357 |
|
| MLCV |  | 9.32 435 | 2.22 465 | 12.55 483 | 5.22 330 | 1.32 218 | 13.79 448 | 1.35 149 | 21.14 412 | 23.65 454 | 21.91 525 | 31.37 522 | 17.14 431 | 7.57 349 | 16.00 492 | 10.18 478 | 0.22 413 | 0.01 43 | 0.03 291 | 0.02 239 | 0.40 378 | 0.29 357 |
|
| DispNO |  | 9.33 436 | 1.78 396 | 15.84 537 | 5.73 367 | 5.74 544 | 12.24 418 | 4.81 410 | 25.06 455 | 21.10 420 | 16.70 420 | 20.86 385 | 17.78 443 | 11.76 445 | 16.74 507 | 8.85 457 | 0.22 413 | 0.15 414 | 0.03 291 | 0.12 392 | 0.41 381 | 0.64 459 |
|
| test_sample5 |  | 9.36 437 | 1.61 332 | 9.63 410 | 5.30 335 | 2.52 340 | 15.42 485 | 6.00 444 | 27.25 485 | 19.96 407 | 18.36 462 | 31.81 532 | 15.99 409 | 11.29 430 | 13.21 415 | 7.66 424 | 0.23 422 | 0.08 300 | 0.07 357 | 0.04 288 | 0.48 406 | 0.34 378 |
|
| BEATNet_4x |  | 9.37 438 | 4.85 551 | 12.05 478 | 5.48 348 | 1.35 229 | 13.15 436 | 6.15 452 | 25.06 455 | 16.74 367 | 16.18 401 | 24.65 431 | 17.29 437 | 12.51 462 | 16.91 510 | 10.92 490 | 0.38 467 | 0.18 438 | 0.81 561 | 0.05 316 | 1.95 555 | 0.65 461 |
|
| THIR-Stereo |  | 9.38 439 | 1.78 396 | 8.50 343 | 4.74 274 | 0.71 126 | 15.92 495 | 11.93 576 | 16.39 325 | 21.56 427 | 24.27 548 | 32.07 536 | 14.40 382 | 14.14 496 | 11.49 317 | 8.39 448 | 0.05 308 | 0.25 496 | 0.10 400 | 0.05 316 | 0.33 345 | 0.58 446 |
|
| ff1 |  | 9.41 440 | 1.43 257 | 9.67 414 | 5.70 361 | 3.44 398 | 11.96 411 | 6.35 457 | 18.45 365 | 16.31 362 | 15.83 393 | 31.44 526 | 17.22 433 | 10.87 418 | 16.19 495 | 21.98 580 | 0.00 1 | 0.05 198 | 0.80 556 | 0.08 352 | 0.26 282 | 0.14 227 |
|
| G2L-ROB |  | 9.43 441 | 1.49 279 | 8.01 314 | 5.66 358 | 4.08 437 | 11.74 404 | 7.70 504 | 29.33 514 | 18.14 390 | 19.72 486 | 21.64 399 | 22.32 498 | 11.02 423 | 16.47 502 | 10.74 489 | 0.02 222 | 0.01 43 | 0.00 1 | 0.00 1 | 0.19 232 | 0.33 374 |
|
| GANet-RSSM |  | 9.48 442 | 1.32 226 | 6.45 234 | 6.72 448 | 5.51 530 | 12.78 429 | 6.03 448 | 26.55 476 | 18.96 399 | 14.92 365 | 27.95 469 | 25.41 535 | 14.69 511 | 13.52 429 | 7.60 421 | 0.10 351 | 0.10 340 | 0.16 449 | 0.01 198 | 0.51 424 | 0.39 394 |
|
| UCFNet_RVC |  | 9.48 442 | 2.12 456 | 4.89 134 | 7.03 461 | 3.78 417 | 16.05 497 | 6.37 461 | 28.25 498 | 20.00 409 | 15.93 397 | 23.07 416 | 25.21 532 | 12.79 466 | 12.57 386 | 8.01 436 | 0.07 339 | 0.04 160 | 1.17 582 | 0.23 456 | 1.31 532 | 0.69 466 |
|
| DualNet |  | 9.49 444 | 1.61 332 | 9.63 410 | 5.30 335 | 2.52 340 | 15.42 485 | 6.00 444 | 27.25 485 | 19.96 407 | 19.40 478 | 33.22 552 | 15.99 409 | 11.29 430 | 13.21 415 | 7.66 424 | 0.23 422 | 0.08 300 | 0.07 357 | 0.04 288 | 0.48 406 | 0.34 378 |
|
| CFNet_pseudo |  | 9.58 445 | 1.91 413 | 10.73 451 | 4.53 261 | 2.91 371 | 14.26 458 | 2.75 325 | 26.73 480 | 32.14 543 | 17.10 427 | 23.02 415 | 22.14 495 | 8.74 376 | 12.17 362 | 7.43 410 | 0.20 402 | 0.45 550 | 1.24 591 | 0.24 466 | 2.49 568 | 0.49 427 |
|
| Anonymous3 |  | 9.60 446 | 3.45 520 | 29.83 612 | 9.58 545 | 4.75 481 | 24.51 580 | 10.20 548 | 24.04 446 | 18.77 397 | 10.42 284 | 14.64 294 | 7.97 274 | 8.75 377 | 14.05 441 | 5.80 378 | 2.44 610 | 1.39 614 | 0.08 368 | 0.06 335 | 0.73 482 | 0.48 423 |
|
| ccs_rob |  | 9.61 447 | 1.92 417 | 10.72 450 | 4.55 263 | 2.89 368 | 14.33 460 | 2.86 333 | 26.85 481 | 32.36 546 | 17.05 425 | 22.91 414 | 22.12 494 | 8.70 374 | 12.10 358 | 7.44 411 | 0.19 394 | 0.44 545 | 1.38 593 | 0.25 472 | 2.68 571 | 0.57 444 |
|
| PCWNet_CMD |  | 9.64 448 | 1.77 393 | 10.59 447 | 4.80 280 | 2.90 369 | 16.25 511 | 2.42 307 | 29.37 516 | 34.10 559 | 17.41 433 | 22.04 405 | 19.10 465 | 7.70 352 | 12.05 350 | 6.86 399 | 0.22 413 | 0.45 550 | 0.80 556 | 0.22 447 | 3.11 583 | 0.69 466 |
|
| MSMDNet |  | 9.64 448 | 1.77 393 | 10.63 448 | 4.83 281 | 2.90 369 | 16.35 512 | 2.37 300 | 29.33 514 | 34.29 562 | 17.43 435 | 22.10 407 | 19.05 464 | 7.79 357 | 12.11 360 | 6.87 400 | 0.23 422 | 0.46 552 | 0.67 545 | 0.21 444 | 2.77 574 | 0.60 449 |
|
| DCVSM-stereo |  | 9.70 450 | 1.83 403 | 11.36 464 | 5.81 370 | 3.59 407 | 10.57 379 | 3.00 337 | 18.71 370 | 22.11 436 | 23.79 546 | 19.02 351 | 29.73 561 | 17.68 554 | 13.33 421 | 9.11 463 | 0.21 407 | 1.14 608 | 0.27 489 | 0.06 335 | 0.75 488 | 1.89 556 |
|
| BSDual-CNN |  | 9.70 450 | 1.48 273 | 7.93 306 | 6.74 449 | 3.96 427 | 16.10 501 | 7.13 491 | 33.06 570 | 21.58 428 | 17.99 448 | 21.34 391 | 22.28 496 | 11.53 438 | 14.18 442 | 7.81 427 | 0.19 394 | 0.13 390 | 0.14 434 | 0.04 288 | 0.30 314 | 0.09 162 |
|
| PSMNet-RSSM |  | 9.71 452 | 1.73 369 | 6.09 220 | 7.47 485 | 4.27 448 | 10.06 369 | 6.00 444 | 29.14 510 | 21.74 432 | 15.76 391 | 32.88 548 | 22.63 499 | 13.18 473 | 12.94 403 | 9.12 464 | 0.09 345 | 0.02 100 | 0.07 357 | 0.10 379 | 0.70 474 | 0.24 330 |
|
| IER |  | 9.78 453 | 1.55 302 | 9.97 429 | 4.51 260 | 5.23 510 | 13.78 446 | 5.11 412 | 26.66 478 | 22.79 445 | 19.69 485 | 29.45 491 | 16.42 416 | 18.52 565 | 13.64 434 | 7.57 418 | 0.06 328 | 0.03 139 | 0.18 456 | 0.09 366 | 0.18 228 | 0.23 323 |
|
| test_sample6 |  | 9.79 454 | 1.61 332 | 9.84 423 | 5.35 341 | 2.35 329 | 15.59 489 | 6.60 475 | 28.40 499 | 20.96 417 | 19.40 478 | 33.22 552 | 17.17 432 | 11.58 442 | 13.43 425 | 8.82 456 | 0.26 438 | 0.10 340 | 0.10 400 | 0.06 335 | 0.50 420 | 0.41 401 |
|
| psmg |  | 9.80 455 | 1.48 273 | 7.93 306 | 5.18 322 | 3.96 427 | 15.85 494 | 7.93 506 | 29.11 509 | 21.58 428 | 20.93 508 | 25.06 434 | 22.28 496 | 11.53 438 | 14.18 442 | 7.81 427 | 0.19 394 | 0.13 390 | 0.17 451 | 0.04 288 | 0.36 357 | 0.21 305 |
|
| gwcnet-sp |  | 9.81 456 | 2.82 496 | 13.47 500 | 5.99 391 | 4.27 448 | 16.20 507 | 5.91 437 | 25.55 461 | 24.34 468 | 21.01 510 | 20.69 378 | 15.22 396 | 14.96 515 | 14.50 454 | 9.97 473 | 0.05 308 | 0.15 414 | 0.02 271 | 0.08 352 | 0.49 415 | 0.51 429 |
|
| scenet |  | 9.81 456 | 2.82 496 | 13.47 500 | 5.99 391 | 4.27 448 | 16.20 507 | 5.91 437 | 25.55 461 | 24.34 468 | 21.01 510 | 20.69 378 | 15.22 396 | 14.96 515 | 14.50 454 | 9.97 473 | 0.05 308 | 0.15 414 | 0.02 271 | 0.08 352 | 0.49 415 | 0.51 429 |
|
| ssnet |  | 9.81 456 | 2.82 496 | 13.47 500 | 5.99 391 | 4.27 448 | 16.20 507 | 5.91 437 | 25.55 461 | 24.34 468 | 21.01 510 | 20.69 378 | 15.22 396 | 14.96 515 | 14.50 454 | 9.97 473 | 0.05 308 | 0.15 414 | 0.02 271 | 0.08 352 | 0.49 415 | 0.51 429 |
|
| CCAANet |  | 9.84 459 | 1.49 279 | 9.29 391 | 6.41 424 | 5.05 498 | 12.91 431 | 3.79 371 | 28.06 495 | 22.91 446 | 15.23 380 | 36.91 580 | 18.50 458 | 10.70 413 | 16.74 507 | 8.06 439 | 0.12 364 | 0.00 1 | 0.27 489 | 0.01 198 | 0.20 236 | 0.15 247 |
|
| CFNet-ft |   | 9.87 460 | 2.18 463 | 5.49 181 | 7.45 483 | 5.25 512 | 15.76 491 | 5.98 442 | 21.89 422 | 21.87 433 | 14.96 366 | 30.02 499 | 25.68 536 | 13.68 482 | 12.46 379 | 10.94 492 | 0.08 343 | 0.06 235 | 1.83 598 | 0.22 447 | 1.09 514 | 0.43 408 |
|
| CFNet_RVC |  | 9.87 460 | 2.18 463 | 5.49 181 | 7.45 483 | 5.25 512 | 15.76 491 | 5.98 442 | 21.89 422 | 21.87 433 | 14.96 366 | 30.02 499 | 25.68 536 | 13.68 482 | 12.46 379 | 10.94 492 | 0.08 343 | 0.06 235 | 1.83 598 | 0.22 447 | 1.09 514 | 0.43 408 |
|
| PSMNet-ADL |  | 9.88 462 | 2.01 438 | 6.80 252 | 9.18 532 | 4.26 447 | 15.11 477 | 3.50 357 | 27.12 484 | 24.42 471 | 14.72 360 | 18.96 349 | 25.32 534 | 13.43 477 | 15.76 478 | 14.04 520 | 0.79 549 | 0.78 591 | 0.00 1 | 0.02 239 | 0.26 282 | 1.18 526 |
|
| qqq1 |  | 9.96 463 | 1.37 239 | 13.37 495 | 4.41 253 | 1.30 212 | 14.40 464 | 3.29 347 | 30.25 526 | 29.81 516 | 19.55 480 | 29.37 484 | 18.06 450 | 14.40 503 | 15.42 469 | 3.18 273 | 0.38 467 | 0.21 459 | 0.00 1 | 0.01 198 | 0.29 304 | 0.18 275 |
|
| fff1 |  | 9.96 463 | 1.37 239 | 13.37 495 | 4.41 253 | 1.30 212 | 14.40 464 | 3.29 347 | 30.25 526 | 29.81 516 | 19.55 480 | 29.37 484 | 18.06 450 | 14.40 503 | 15.42 469 | 3.18 273 | 0.38 467 | 0.21 459 | 0.00 1 | 0.01 198 | 0.29 304 | 0.18 275 |
|
| UGAM |  | 10.01 465 | 1.28 210 | 9.19 389 | 6.53 432 | 4.31 454 | 6.72 312 | 10.45 553 | 15.31 301 | 25.98 484 | 20.56 502 | 27.42 465 | 22.70 501 | 11.49 436 | 26.30 600 | 10.64 488 | 0.00 1 | 0.00 1 | 0.46 523 | 0.03 264 | 0.39 373 | 0.43 408 |
|
| UDGNet |  | 10.05 466 | 13.89 634 | 10.00 435 | 9.36 536 | 2.69 354 | 7.82 339 | 1.88 254 | 18.86 375 | 34.64 564 | 17.52 439 | 13.70 286 | 13.40 369 | 7.18 344 | 13.01 408 | 6.30 392 | 5.30 635 | 0.08 300 | 12.57 658 | 2.80 625 | 8.19 635 | 1.71 551 |
|
| Selective-IGEV-i16pc |  | 10.06 467 | 1.72 368 | 15.71 535 | 5.65 355 | 1.66 261 | 36.81 644 | 11.67 572 | 18.83 374 | 26.73 493 | 10.16 281 | 21.57 395 | 15.78 405 | 7.07 340 | 14.19 445 | 8.16 444 | 2.15 601 | 0.94 603 | 0.26 487 | 0.53 557 | 0.77 491 | 0.87 494 |
|
| cf-r |  | 10.06 467 | 1.60 327 | 7.99 312 | 5.82 371 | 5.70 541 | 12.92 432 | 4.78 405 | 24.18 449 | 27.47 499 | 16.91 424 | 31.02 517 | 25.12 531 | 14.05 493 | 11.63 330 | 11.01 495 | 0.03 261 | 0.03 139 | 0.05 324 | 0.03 264 | 0.43 387 | 0.39 394 |
|
| ICVP |  | 10.07 469 | 1.73 369 | 6.11 221 | 9.08 528 | 3.31 393 | 12.25 419 | 6.56 472 | 26.30 474 | 22.52 441 | 16.49 412 | 31.80 531 | 26.94 547 | 12.42 458 | 11.35 312 | 10.92 490 | 1.17 581 | 0.57 574 | 0.17 451 | 0.10 379 | 0.58 449 | 1.07 517 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| G2L-Stereo |  | 10.09 470 | 1.97 425 | 9.53 403 | 7.09 465 | 4.21 444 | 9.10 359 | 8.53 515 | 29.05 508 | 22.51 440 | 19.28 477 | 25.57 442 | 22.70 501 | 10.67 412 | 15.44 473 | 14.88 530 | 0.25 433 | 0.04 160 | 0.08 368 | 0.01 198 | 0.36 357 | 0.42 404 |
|
| hknet |  | 10.13 471 | 1.56 313 | 10.27 441 | 6.74 449 | 3.72 414 | 16.10 501 | 7.13 491 | 33.06 570 | 21.12 421 | 17.99 448 | 21.34 391 | 23.11 504 | 14.95 514 | 16.43 501 | 8.34 447 | 0.14 371 | 0.13 390 | 0.14 434 | 0.04 288 | 0.30 314 | 0.09 162 |
|
| AdaStereo |  | 10.22 472 | 3.63 524 | 9.14 387 | 9.15 530 | 3.24 391 | 15.79 493 | 5.39 425 | 31.94 551 | 25.42 477 | 18.39 463 | 26.47 453 | 19.44 470 | 9.50 394 | 16.60 505 | 8.59 452 | 0.44 488 | 0.05 198 | 0.40 519 | 0.00 1 | 0.57 445 | 0.16 256 |
| Xiao Song, Guorun Yang, Xinge Zhu, Hui Zhou, Zhe Wang, Jianping Shi: AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021. |
| CFNet_ucs |  | 10.25 473 | 1.91 413 | 11.88 472 | 4.98 293 | 4.08 437 | 15.11 477 | 3.57 366 | 28.02 494 | 31.98 542 | 18.21 455 | 25.20 437 | 23.27 507 | 9.38 391 | 13.38 422 | 7.22 406 | 0.23 422 | 0.81 592 | 1.65 597 | 0.22 447 | 3.01 579 | 0.93 501 |
|
| iResNet |  | 10.26 474 | 3.10 511 | 15.72 536 | 7.35 476 | 2.13 310 | 13.86 451 | 7.07 488 | 22.80 434 | 28.01 502 | 20.10 494 | 30.40 505 | 16.79 421 | 11.06 424 | 14.46 453 | 10.29 484 | 0.39 476 | 0.05 198 | 0.00 1 | 0.07 346 | 0.73 482 | 0.73 474 |
|
| RAFT + AFF |  | 10.27 475 | 3.77 529 | 17.13 549 | 10.24 567 | 4.97 490 | 13.08 434 | 11.52 570 | 25.69 464 | 25.80 480 | 14.72 360 | 16.12 314 | 19.16 466 | 11.35 434 | 16.24 499 | 9.04 462 | 0.30 448 | 1.46 616 | 0.66 544 | 0.20 440 | 2.03 561 | 1.94 558 |
|
| ACVNet |  | 10.36 476 | 1.68 361 | 5.49 181 | 6.01 394 | 2.75 361 | 12.78 429 | 3.56 364 | 21.89 422 | 34.81 565 | 14.96 366 | 30.78 511 | 24.72 527 | 13.88 490 | 15.81 480 | 17.20 547 | 0.13 369 | 0.01 43 | 0.06 346 | 0.06 335 | 0.51 424 | 0.15 247 |
|
| G2L-Stereo_test |  | 10.39 477 | 1.61 332 | 7.86 302 | 4.75 277 | 4.34 458 | 11.83 406 | 11.94 577 | 32.49 562 | 22.58 442 | 23.08 540 | 24.40 427 | 21.48 487 | 11.95 449 | 15.64 474 | 13.00 507 | 0.04 282 | 0.06 235 | 0.01 244 | 0.02 239 | 0.32 336 | 0.37 388 |
|
| RT-IGEV |  | 10.44 478 | 1.62 338 | 11.92 473 | 5.95 387 | 2.23 318 | 21.30 559 | 14.50 599 | 29.47 517 | 24.30 464 | 21.51 521 | 20.17 367 | 23.81 516 | 12.18 453 | 13.13 413 | 4.90 352 | 0.10 351 | 0.27 503 | 0.05 324 | 0.37 524 | 0.52 430 | 0.55 438 |
|
| test_sample7 |  | 10.45 479 | 2.24 468 | 9.90 425 | 5.32 337 | 2.01 304 | 14.98 474 | 7.44 499 | 28.75 502 | 23.91 461 | 24.38 553 | 21.03 387 | 24.64 523 | 17.82 557 | 13.58 431 | 9.82 469 | 0.59 517 | 0.87 597 | 0.39 518 | 0.12 392 | 0.66 470 | 0.47 419 |
|
| tta |  | 10.45 479 | 1.37 239 | 13.37 495 | 4.41 253 | 1.30 212 | 14.39 461 | 3.29 347 | 30.25 526 | 29.81 516 | 19.55 480 | 29.37 484 | 18.06 450 | 14.40 503 | 15.42 469 | 12.69 504 | 0.38 467 | 0.21 459 | 0.28 497 | 0.03 264 | 0.29 304 | 0.18 275 |
|
| SMFormer |  | 10.46 481 | 1.37 239 | 13.37 495 | 4.41 253 | 1.30 212 | 14.40 464 | 3.29 347 | 30.25 526 | 29.81 516 | 19.55 480 | 29.37 484 | 18.06 450 | 14.40 503 | 15.42 469 | 12.70 505 | 0.38 467 | 0.21 459 | 0.28 497 | 0.03 264 | 0.33 345 | 0.31 368 |
|
| ToySt |  | 10.51 482 | 2.00 430 | 15.67 534 | 5.33 338 | 0.95 170 | 14.97 473 | 9.51 529 | 24.02 445 | 27.37 497 | 14.61 358 | 24.67 432 | 24.56 521 | 14.70 512 | 16.86 509 | 13.35 512 | 0.06 328 | 0.23 477 | 0.03 291 | 0.09 366 | 0.62 457 | 0.67 463 |
|
| AACVNet |  | 10.58 483 | 2.86 499 | 9.78 422 | 8.95 525 | 3.30 392 | 10.80 386 | 4.78 405 | 22.37 428 | 12.55 303 | 27.50 586 | 29.84 496 | 30.06 567 | 15.99 532 | 19.10 536 | 11.60 500 | 0.40 479 | 0.18 438 | 0.22 476 | 0.03 264 | 0.62 457 | 0.73 474 |
|
| GwcNet-RSSM |  | 10.65 484 | 1.94 421 | 8.57 348 | 6.89 458 | 5.26 515 | 12.26 420 | 5.21 414 | 25.80 467 | 31.50 533 | 16.67 418 | 33.52 558 | 23.70 514 | 13.88 490 | 12.84 396 | 13.67 516 | 0.05 308 | 0.10 340 | 0.14 434 | 0.02 239 | 0.65 466 | 0.39 394 |
|
| CFNet |  | 10.67 485 | 2.33 473 | 8.90 360 | 6.66 443 | 4.09 439 | 16.05 497 | 4.26 390 | 30.44 532 | 31.01 529 | 18.53 465 | 26.48 454 | 23.69 513 | 13.68 482 | 15.27 463 | 10.59 487 | 0.05 308 | 0.02 100 | 0.44 520 | 0.05 316 | 0.73 482 | 0.23 323 |
|
| DDVS |  | 10.70 486 | 3.00 507 | 11.95 474 | 6.84 456 | 3.80 420 | 15.73 490 | 2.83 331 | 23.57 441 | 17.37 377 | 20.98 509 | 29.89 497 | 31.40 577 | 8.70 374 | 19.22 539 | 13.19 510 | 0.74 541 | 1.53 618 | 0.07 357 | 0.21 444 | 0.84 497 | 2.11 564 |
|
| mmx |  | 10.71 487 | 1.43 257 | 9.67 414 | 5.70 361 | 3.44 398 | 11.96 411 | 6.35 457 | 32.18 555 | 28.03 503 | 15.83 393 | 31.44 526 | 17.22 433 | 10.87 418 | 16.19 495 | 21.98 580 | 0.22 413 | 0.06 235 | 0.80 556 | 0.08 352 | 0.48 406 | 0.21 305 |
|
| xxx |   | 10.71 487 | 1.43 257 | 9.67 414 | 5.70 361 | 3.44 398 | 11.96 411 | 6.35 457 | 32.18 555 | 28.03 503 | 15.83 393 | 31.44 526 | 17.22 433 | 10.87 418 | 16.19 495 | 21.98 580 | 0.22 413 | 0.06 235 | 0.80 556 | 0.08 352 | 0.48 406 | 0.21 305 |
|
| NINENet |  | 10.74 489 | 2.29 470 | 10.44 444 | 8.03 504 | 5.09 500 | 17.62 532 | 2.79 327 | 38.69 626 | 33.24 554 | 18.35 461 | 26.31 451 | 14.49 384 | 9.40 392 | 15.88 483 | 10.57 485 | 0.41 481 | 0.21 459 | 0.29 501 | 0.00 1 | 0.42 385 | 0.23 323 |
|
| LMCR-Stereo |   | 10.75 490 | 4.13 540 | 10.67 449 | 13.11 610 | 3.99 432 | 16.68 519 | 5.91 437 | 25.30 458 | 22.69 443 | 22.04 527 | 21.80 400 | 14.67 388 | 14.24 499 | 20.55 566 | 15.86 536 | 1.90 597 | 0.04 160 | 0.00 1 | 0.02 239 | 1.29 529 | 0.18 275 |
|
| DeepPruner_ROB |  | 10.77 491 | 4.56 546 | 13.13 490 | 6.37 420 | 4.28 453 | 10.14 370 | 6.86 482 | 36.42 607 | 19.59 402 | 17.87 444 | 27.37 464 | 23.19 506 | 12.26 454 | 19.09 535 | 10.23 482 | 1.05 574 | 0.48 556 | 0.23 480 | 0.15 412 | 0.89 502 | 1.17 524 |
|
| LL-Strereo |  | 10.79 492 | 3.52 522 | 12.54 482 | 8.77 521 | 5.44 527 | 7.49 331 | 9.26 525 | 35.15 595 | 28.70 508 | 16.47 411 | 15.85 311 | 21.06 484 | 17.42 552 | 21.62 572 | 9.72 468 | 0.21 407 | 0.22 469 | 0.74 550 | 0.08 352 | 0.98 508 | 0.60 449 |
|
| DAS |  | 10.80 493 | 2.03 443 | 13.96 508 | 9.01 526 | 6.23 561 | 14.67 470 | 7.38 497 | 21.59 416 | 32.58 549 | 18.67 468 | 28.13 471 | 19.20 467 | 17.08 547 | 16.54 504 | 7.31 408 | 0.58 513 | 0.01 43 | 0.29 501 | 0.01 198 | 0.47 403 | 0.20 294 |
|
| GMStereo_Zeroshot |   | 10.83 494 | 7.81 594 | 19.95 580 | 9.55 543 | 2.47 339 | 11.83 406 | 1.31 141 | 20.84 407 | 20.52 411 | 22.73 534 | 35.93 573 | 24.76 529 | 5.94 291 | 19.68 543 | 7.04 403 | 0.45 490 | 0.02 100 | 0.25 484 | 0.01 198 | 5.38 617 | 0.19 289 |
|
| HSM-Net_RVC |   | 10.88 495 | 1.23 193 | 5.46 176 | 5.57 351 | 2.63 351 | 20.12 550 | 6.06 450 | 27.67 491 | 28.35 507 | 20.63 504 | 25.51 440 | 34.01 600 | 14.38 502 | 16.18 494 | 9.29 465 | 0.11 358 | 0.07 264 | 0.01 244 | 0.00 1 | 0.13 188 | 0.14 227 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| NOSS_ROB |  | 10.99 496 | 3.81 532 | 6.88 255 | 6.69 445 | 2.30 324 | 16.06 499 | 10.94 558 | 30.06 523 | 32.41 547 | 16.10 400 | 18.72 347 | 22.78 503 | 14.21 498 | 17.52 515 | 8.62 454 | 2.35 605 | 1.84 623 | 3.32 624 | 1.57 608 | 2.06 562 | 1.52 542 |
|
| ac_64 |  | 11.10 497 | 1.49 279 | 9.88 424 | 8.24 511 | 5.45 528 | 19.12 542 | 6.46 466 | 24.10 447 | 14.34 331 | 22.80 536 | 23.87 424 | 33.28 593 | 15.54 527 | 18.87 531 | 17.26 549 | 0.28 444 | 0.12 374 | 0.02 271 | 0.02 239 | 0.26 282 | 0.63 453 |
|
| 1111x |  | 11.32 498 | 1.34 233 | 8.95 365 | 5.20 326 | 1.96 298 | 14.46 467 | 7.75 505 | 35.65 600 | 28.23 506 | 15.66 389 | 26.66 457 | 26.65 541 | 14.76 513 | 15.88 483 | 22.27 585 | 0.24 427 | 0.13 390 | 0.04 313 | 0.06 335 | 0.30 314 | 0.24 330 |
|
| HSM |  | 11.33 499 | 1.80 401 | 7.04 265 | 6.13 407 | 3.99 432 | 16.16 505 | 6.92 485 | 29.69 521 | 19.39 400 | 22.95 537 | 26.05 449 | 41.08 636 | 15.79 530 | 20.25 557 | 8.89 461 | 0.02 222 | 0.03 139 | 0.01 244 | 0.00 1 | 0.15 202 | 0.34 378 |
|
| SepStereo |  | 11.34 500 | 2.03 443 | 13.96 508 | 9.01 526 | 6.23 561 | 14.67 470 | 7.38 497 | 21.59 416 | 32.58 549 | 18.67 468 | 28.13 471 | 19.20 467 | 17.08 547 | 27.36 605 | 7.31 408 | 0.58 513 | 0.01 43 | 0.29 501 | 0.01 198 | 0.47 403 | 0.20 294 |
|
| DMCA-RVC |   | 11.41 501 | 3.32 516 | 11.68 469 | 10.12 562 | 4.81 482 | 11.92 409 | 4.11 381 | 24.67 453 | 23.66 456 | 20.06 493 | 28.51 478 | 26.71 542 | 24.96 604 | 15.95 491 | 14.82 527 | 0.41 481 | 0.34 526 | 0.56 535 | 0.16 415 | 0.72 480 | 0.69 466 |
|
| ITSA-stereo |  | 11.44 502 | 2.03 443 | 10.92 459 | 5.90 382 | 1.78 277 | 12.05 415 | 4.17 385 | 36.77 610 | 49.15 637 | 18.17 453 | 18.53 345 | 21.79 490 | 12.59 464 | 15.74 477 | 14.05 521 | 0.45 490 | 0.39 530 | 0.28 497 | 0.29 492 | 0.98 508 | 2.81 580 |
|
| test_xeample |   | 11.49 503 | 1.24 200 | 7.50 285 | 5.22 330 | 2.18 315 | 17.40 525 | 6.49 468 | 31.14 540 | 22.77 444 | 17.90 446 | 33.09 551 | 18.48 457 | 14.61 509 | 13.51 428 | 37.38 656 | 0.16 383 | 0.13 390 | 0.01 244 | 0.03 264 | 0.23 259 | 0.24 330 |
|
| coex_refinement |  | 11.56 504 | 1.53 294 | 7.45 284 | 8.18 508 | 5.09 500 | 17.10 522 | 7.07 488 | 31.05 539 | 32.20 545 | 18.57 466 | 30.81 513 | 25.84 538 | 12.31 456 | 13.41 424 | 19.47 562 | 0.23 422 | 0.04 160 | 0.02 271 | 0.10 379 | 0.44 390 | 0.37 388 |
|
| RASNet |  | 11.59 505 | 1.71 366 | 10.36 443 | 6.30 416 | 5.66 537 | 15.48 487 | 6.12 451 | 34.50 589 | 20.86 416 | 16.61 416 | 32.51 543 | 22.04 493 | 23.00 588 | 19.44 540 | 16.15 540 | 0.71 533 | 0.03 139 | 0.05 324 | 0.01 198 | 0.15 202 | 0.13 216 |
|
| ACV-stereo |  | 11.65 506 | 5.15 558 | 28.84 605 | 6.80 453 | 3.33 394 | 20.38 551 | 6.59 474 | 21.03 409 | 20.57 412 | 17.67 441 | 20.95 386 | 26.81 544 | 16.69 539 | 20.19 555 | 13.26 511 | 0.72 535 | 1.11 607 | 0.15 441 | 0.09 366 | 0.65 466 | 2.13 565 |
|
| iResNet_ROB |  | 11.71 507 | 1.96 424 | 10.77 452 | 6.01 394 | 3.68 412 | 15.13 479 | 2.34 296 | 31.72 548 | 37.58 584 | 26.16 574 | 32.77 545 | 25.88 539 | 15.34 525 | 16.35 500 | 7.94 433 | 0.19 394 | 0.01 43 | 0.00 1 | 0.00 1 | 0.31 326 | 0.12 201 |
|
| UPFNet |  | 11.72 508 | 1.52 292 | 10.33 442 | 7.38 478 | 7.14 586 | 20.05 549 | 9.62 531 | 28.90 507 | 25.94 483 | 20.02 491 | 29.73 495 | 20.91 481 | 16.34 535 | 18.61 529 | 16.17 541 | 0.26 438 | 0.17 430 | 0.25 484 | 0.03 264 | 0.55 437 | 0.56 443 |
|
| FADNet-RVC-Resample |  | 11.72 508 | 4.35 544 | 30.33 615 | 9.46 541 | 3.90 424 | 14.11 453 | 7.17 493 | 25.78 465 | 23.31 448 | 23.27 542 | 29.52 492 | 19.50 472 | 15.00 519 | 15.38 468 | 8.33 446 | 0.53 508 | 0.50 561 | 0.49 526 | 0.50 553 | 1.38 536 | 1.67 549 |
|
| xxxx |  | 11.74 510 | 1.16 174 | 7.88 303 | 5.61 353 | 1.99 302 | 20.46 552 | 3.12 343 | 33.99 580 | 23.76 460 | 15.53 386 | 30.67 507 | 26.88 546 | 14.50 507 | 12.98 406 | 35.48 647 | 0.19 394 | 0.18 438 | 0.01 244 | 0.02 239 | 0.22 244 | 0.27 347 |
|
| CBMV_ROB |  | 11.77 511 | 2.89 500 | 6.92 258 | 5.20 326 | 2.88 367 | 14.12 454 | 4.79 407 | 26.69 479 | 29.84 520 | 26.17 575 | 31.92 533 | 23.61 512 | 20.74 580 | 20.20 556 | 10.18 478 | 1.78 594 | 1.80 622 | 2.17 606 | 1.26 602 | 1.61 540 | 0.55 438 |
|
| DSFCA |  | 11.85 512 | 2.01 438 | 12.93 488 | 5.40 345 | 6.87 579 | 15.36 481 | 10.45 553 | 30.68 534 | 31.84 535 | 25.99 571 | 23.52 419 | 22.03 492 | 14.05 493 | 20.28 560 | 12.46 502 | 0.57 512 | 0.41 534 | 0.28 497 | 0.38 527 | 1.02 510 | 0.47 419 |
|
| FADNet_RVC |  | 11.94 513 | 5.17 559 | 39.74 633 | 6.44 426 | 3.46 402 | 11.42 400 | 4.17 385 | 29.16 511 | 26.89 494 | 17.97 447 | 25.96 443 | 13.41 370 | 15.67 528 | 15.84 482 | 13.54 515 | 0.90 563 | 0.75 589 | 0.55 533 | 1.20 599 | 3.65 597 | 2.85 581 |
|
| iResNetv2_ROB |  | 12.00 514 | 2.91 502 | 13.46 499 | 5.82 371 | 3.73 415 | 13.15 436 | 6.45 465 | 34.15 582 | 36.02 575 | 25.25 563 | 33.81 562 | 29.79 563 | 14.24 499 | 13.61 433 | 6.10 387 | 0.21 407 | 0.02 100 | 0.12 417 | 0.00 1 | 0.82 495 | 0.25 337 |
|
| hitnet-ft |   | 12.04 515 | 2.11 453 | 6.14 222 | 7.27 473 | 3.90 424 | 25.98 595 | 3.56 364 | 22.56 429 | 23.74 458 | 20.55 500 | 33.81 562 | 31.59 578 | 18.67 568 | 19.47 541 | 17.20 547 | 0.42 485 | 1.36 613 | 0.35 511 | 0.07 346 | 1.11 517 | 0.86 492 |
|
| NLCA_NET_v2_RVC |  | 12.05 516 | 3.43 519 | 16.25 542 | 7.62 491 | 5.58 532 | 14.57 468 | 6.00 444 | 32.98 569 | 27.41 498 | 21.69 523 | 31.40 524 | 25.21 532 | 13.47 478 | 14.96 461 | 15.60 535 | 0.84 557 | 0.33 523 | 0.35 511 | 0.35 517 | 1.29 529 | 1.78 552 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhidong Zhu, Bo Li, and Renjie He.: NLCA-Net: A non-local context attention network for stereo matching. |
| acv_ft |  | 12.16 517 | 1.68 361 | 11.97 475 | 7.70 493 | 6.20 558 | 19.61 546 | 5.52 427 | 25.78 465 | 34.81 565 | 25.62 569 | 30.78 511 | 24.72 527 | 13.20 475 | 15.81 480 | 18.80 558 | 0.13 369 | 0.01 43 | 0.06 346 | 0.06 335 | 0.63 460 | 0.15 247 |
|
| dad |  | 12.24 518 | 10.20 610 | 13.68 505 | 6.64 442 | 1.47 236 | 13.55 444 | 3.58 367 | 17.62 344 | 35.33 570 | 27.15 585 | 32.65 544 | 30.85 571 | 10.86 417 | 14.33 448 | 10.04 476 | 2.95 616 | 0.55 572 | 7.92 648 | 0.91 582 | 3.35 592 | 1.17 524 |
|
| ISRNet |  | 12.26 519 | 2.02 440 | 17.38 550 | 12.71 607 | 6.24 563 | 7.39 329 | 1.62 193 | 29.23 513 | 31.94 541 | 22.65 533 | 35.28 569 | 24.62 522 | 15.27 523 | 15.28 464 | 13.76 518 | 0.78 545 | 1.00 604 | 2.30 609 | 0.52 555 | 0.92 507 | 4.29 605 |
|
| pcwnet_v2 |  | 12.32 520 | 2.00 430 | 17.53 554 | 7.79 498 | 5.69 540 | 17.06 521 | 3.69 370 | 36.52 608 | 46.17 627 | 20.55 500 | 29.39 489 | 16.50 417 | 13.00 472 | 15.70 476 | 9.32 466 | 0.50 502 | 1.00 604 | 0.34 510 | 0.24 466 | 2.00 558 | 1.38 534 |
|
| 222 |  | 12.33 521 | 1.29 214 | 8.09 318 | 6.06 399 | 2.14 311 | 19.51 545 | 2.53 312 | 33.63 576 | 23.55 451 | 21.72 524 | 30.51 506 | 20.11 476 | 16.77 541 | 13.22 417 | 46.51 678 | 0.15 380 | 0.14 407 | 0.01 244 | 0.03 264 | 0.26 282 | 0.26 341 |
|
| ADLNet |  | 12.34 522 | 2.22 465 | 10.14 438 | 8.38 514 | 6.78 576 | 17.56 528 | 9.05 519 | 33.21 573 | 26.28 488 | 27.06 582 | 26.01 445 | 26.80 543 | 13.76 485 | 16.99 511 | 18.74 557 | 0.24 427 | 0.39 530 | 0.23 480 | 0.10 379 | 0.64 464 | 2.16 570 |
|
| CBFPSM |  | 12.42 523 | 2.59 489 | 28.96 608 | 4.74 274 | 3.20 388 | 22.33 565 | 16.31 619 | 21.13 411 | 21.03 419 | 21.04 513 | 27.81 467 | 30.24 568 | 15.99 532 | 14.59 458 | 14.80 526 | 0.04 282 | 0.49 559 | 0.10 400 | 0.16 415 | 0.51 424 | 2.34 574 |
|
| DualNet (step1) |  | 12.44 524 | 4.86 552 | 17.49 551 | 5.97 388 | 2.94 375 | 17.57 529 | 8.30 509 | 28.75 502 | 23.91 461 | 24.38 553 | 21.03 387 | 24.64 523 | 17.82 557 | 13.58 431 | 9.82 469 | 6.44 643 | 0.87 597 | 6.62 637 | 7.44 650 | 3.20 588 | 3.11 588 |
|
| ADLNet2 |  | 12.44 524 | 2.17 460 | 12.84 487 | 9.17 531 | 5.82 547 | 20.00 548 | 10.13 546 | 32.53 564 | 36.22 578 | 18.62 467 | 19.39 354 | 21.96 491 | 17.07 546 | 21.43 571 | 19.42 561 | 0.24 427 | 0.15 414 | 0.06 346 | 0.08 352 | 0.86 499 | 0.57 444 |
|
| AASNet |  | 12.49 526 | 2.46 479 | 10.49 445 | 9.82 552 | 6.86 578 | 17.33 524 | 6.73 478 | 41.09 640 | 37.86 587 | 22.53 532 | 29.11 481 | 16.68 420 | 13.48 480 | 14.54 457 | 17.87 553 | 0.20 402 | 0.02 100 | 0.78 552 | 0.05 316 | 1.18 521 | 0.76 478 |
|
| HBP-ISP |  | 12.52 527 | 7.82 595 | 8.47 341 | 7.57 490 | 4.27 448 | 12.56 423 | 6.42 464 | 28.68 501 | 29.56 511 | 21.11 515 | 35.69 571 | 15.85 406 | 18.42 564 | 20.44 563 | 11.00 494 | 3.03 617 | 2.63 636 | 7.09 646 | 3.97 635 | 3.58 595 | 2.27 572 |
|
| Selective-IGEV-i16pb |  | 12.56 528 | 1.79 400 | 18.70 568 | 6.40 423 | 2.14 311 | 35.66 640 | 11.00 560 | 31.78 549 | 35.44 571 | 14.65 359 | 26.95 459 | 19.68 475 | 11.09 425 | 15.94 488 | 13.10 508 | 2.24 602 | 1.00 604 | 0.49 526 | 0.95 586 | 1.14 520 | 1.06 515 |
|
| CRFU-Net |  | 12.56 528 | 2.89 500 | 11.77 470 | 8.18 508 | 5.80 546 | 24.84 583 | 10.46 557 | 24.56 451 | 13.12 313 | 30.06 604 | 29.37 484 | 29.09 554 | 19.64 573 | 19.96 548 | 18.53 556 | 0.82 554 | 0.48 556 | 0.27 489 | 0.15 412 | 0.53 431 | 0.68 464 |
|
| UNet |  | 12.64 530 | 2.02 440 | 13.36 494 | 6.85 457 | 7.76 600 | 25.31 592 | 4.74 404 | 34.10 581 | 28.19 505 | 20.03 492 | 31.07 518 | 27.02 549 | 17.36 550 | 20.18 554 | 13.87 519 | 0.06 328 | 0.05 198 | 0.27 489 | 0.01 198 | 0.23 259 | 0.39 394 |
|
| delet |  | 12.65 531 | 1.85 406 | 11.36 464 | 7.71 495 | 6.22 560 | 22.52 567 | 10.22 550 | 28.14 497 | 37.67 585 | 19.66 484 | 29.24 483 | 21.00 483 | 15.99 532 | 21.97 573 | 17.77 552 | 0.03 261 | 0.07 264 | 0.19 464 | 0.04 288 | 0.60 452 | 0.75 477 |
|
| HGLStereo |  | 12.72 532 | 2.66 491 | 12.34 479 | 9.93 556 | 7.55 594 | 16.16 505 | 7.45 500 | 31.48 546 | 27.01 495 | 20.01 490 | 35.31 570 | 26.98 548 | 18.90 569 | 17.87 519 | 18.90 559 | 0.33 454 | 0.16 425 | 0.07 357 | 0.05 316 | 0.48 406 | 0.70 470 |
|
| GEStereo_RVC |  | 12.81 533 | 2.49 482 | 13.64 503 | 9.68 548 | 4.97 490 | 18.16 534 | 11.30 566 | 31.26 542 | 47.47 630 | 19.84 487 | 26.97 460 | 19.03 463 | 13.19 474 | 20.14 553 | 14.86 529 | 0.83 556 | 0.51 565 | 0.10 400 | 0.13 397 | 0.54 433 | 0.99 508 |
|
| CSP-Net |  | 12.85 534 | 2.95 504 | 9.64 412 | 5.94 386 | 3.96 427 | 25.85 593 | 9.93 535 | 28.81 506 | 26.00 485 | 29.31 600 | 32.44 542 | 30.00 565 | 15.16 521 | 20.25 557 | 14.30 524 | 0.55 511 | 0.19 445 | 0.03 291 | 0.00 1 | 0.65 466 | 0.98 507 |
|
| SGM-Forest |  | 12.92 535 | 1.87 407 | 6.61 238 | 5.68 359 | 2.05 306 | 23.19 573 | 11.30 566 | 34.24 585 | 30.77 527 | 26.54 577 | 31.99 534 | 29.98 564 | 15.74 529 | 21.17 570 | 13.36 513 | 1.05 574 | 0.33 523 | 0.84 563 | 0.01 198 | 0.71 476 | 0.97 504 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| MMNet |  | 12.97 536 | 2.08 449 | 12.74 485 | 6.98 460 | 6.27 565 | 26.39 600 | 4.73 403 | 23.10 437 | 41.79 605 | 25.48 567 | 32.29 541 | 21.09 485 | 17.79 555 | 19.52 542 | 17.90 554 | 0.19 394 | 0.07 264 | 0.10 400 | 0.00 1 | 0.37 364 | 0.59 448 |
|
| STTStereo |  | 12.97 536 | 4.88 555 | 26.57 601 | 7.54 488 | 5.41 524 | 13.43 440 | 6.49 468 | 30.53 533 | 26.35 490 | 25.14 562 | 31.43 525 | 32.00 581 | 14.12 495 | 16.01 493 | 14.83 528 | 0.29 446 | 0.31 515 | 0.67 545 | 1.08 593 | 1.21 523 | 1.11 518 |
|
| TDLM |  | 12.98 538 | 3.78 530 | 9.77 421 | 10.75 580 | 4.94 488 | 16.10 501 | 14.08 595 | 35.05 593 | 31.87 536 | 22.36 529 | 26.51 456 | 26.09 540 | 14.97 518 | 24.73 592 | 13.11 509 | 1.05 574 | 0.05 198 | 1.21 586 | 0.27 485 | 1.83 551 | 1.00 510 |
|
| AANet_RVC |  | 13.16 539 | 5.34 563 | 10.83 455 | 8.20 510 | 4.44 465 | 14.13 455 | 9.46 528 | 28.78 505 | 37.67 585 | 23.44 544 | 37.47 585 | 23.48 510 | 15.83 531 | 22.39 577 | 16.63 543 | 1.67 591 | 0.86 595 | 0.24 483 | 0.02 239 | 0.63 460 | 1.60 545 |
|
| psm_up |  | 13.18 540 | 1.91 413 | 8.81 358 | 9.59 546 | 5.84 550 | 15.17 480 | 11.37 568 | 38.74 627 | 30.81 528 | 20.66 505 | 30.32 504 | 30.00 565 | 23.12 589 | 19.19 537 | 16.02 537 | 0.58 513 | 0.10 340 | 0.17 451 | 0.01 198 | 0.65 466 | 0.55 438 |
|
| xyz-stereo |  | 13.23 541 | 0.83 70 | 38.70 631 | 2.53 68 | 0.83 154 | 41.19 658 | 4.82 411 | 13.68 270 | 26.28 488 | 22.98 538 | 37.78 587 | 29.35 559 | 18.53 566 | 18.11 524 | 7.85 430 | 0.22 413 | 0.03 139 | 0.64 542 | 0.01 198 | 0.13 188 | 0.06 126 |
|
| ssnet_v2 |  | 13.23 541 | 2.43 476 | 11.25 461 | 7.34 475 | 2.92 374 | 23.05 572 | 12.95 584 | 35.93 603 | 32.92 553 | 21.23 518 | 25.38 438 | 28.81 553 | 15.22 522 | 22.57 578 | 19.81 565 | 0.18 390 | 0.08 300 | 0.19 464 | 0.05 316 | 1.24 526 | 1.06 515 |
|
| CVANet_RVC |  | 13.24 543 | 3.39 518 | 8.43 336 | 8.42 515 | 5.04 497 | 18.52 540 | 11.72 574 | 32.03 553 | 33.85 556 | 23.17 541 | 32.77 545 | 29.78 562 | 16.51 538 | 23.20 582 | 11.28 496 | 0.94 564 | 0.04 160 | 1.19 585 | 0.47 549 | 3.13 584 | 1.01 511 |
|
| FADNet-RVC |  | 13.27 544 | 11.57 625 | 39.71 632 | 7.94 501 | 4.50 471 | 15.41 484 | 6.95 487 | 27.96 492 | 22.98 447 | 20.37 499 | 30.73 510 | 26.86 545 | 11.31 433 | 20.50 565 | 14.28 523 | 0.14 371 | 0.14 407 | 0.13 429 | 0.18 422 | 2.83 575 | 0.86 492 |
|
| DLCB_ROB |  | 13.35 545 | 3.00 507 | 9.12 383 | 9.43 537 | 5.68 538 | 21.80 562 | 10.12 545 | 29.19 512 | 29.92 521 | 27.71 587 | 31.45 530 | 32.37 584 | 19.50 572 | 19.02 533 | 16.73 544 | 0.22 413 | 0.04 160 | 0.38 517 | 0.06 335 | 0.49 415 | 0.85 491 |
|
| StereoDRNet-Refined |  | 13.36 546 | 2.80 494 | 10.82 454 | 7.94 501 | 3.10 384 | 18.95 541 | 4.45 394 | 28.47 500 | 29.65 514 | 29.11 596 | 41.47 612 | 24.44 520 | 17.64 553 | 23.34 583 | 21.66 576 | 0.16 383 | 0.07 264 | 0.53 531 | 0.32 507 | 0.77 491 | 1.64 547 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| SACVNet |  | 13.38 547 | 4.08 538 | 11.41 466 | 11.67 597 | 5.79 545 | 17.28 523 | 9.39 526 | 32.77 566 | 22.29 437 | 28.11 590 | 33.35 554 | 32.48 585 | 21.86 584 | 19.75 544 | 10.28 483 | 1.00 570 | 0.48 556 | 0.85 564 | 0.29 492 | 1.31 532 | 3.08 586 |
|
| iinet-f |  | 13.51 548 | 4.29 541 | 45.90 646 | 6.01 394 | 3.96 427 | 21.00 555 | 13.40 590 | 27.40 489 | 21.12 421 | 21.11 515 | 30.72 509 | 21.49 488 | 16.96 544 | 15.33 465 | 19.50 563 | 0.12 364 | 0.42 538 | 0.09 380 | 0.05 316 | 0.89 502 | 0.39 394 |
|
| rvit_105_1 |  | 13.56 549 | 5.57 566 | 19.88 579 | 13.22 611 | 4.58 476 | 15.04 476 | 28.61 669 | 26.56 477 | 42.75 611 | 18.83 471 | 24.53 429 | 20.93 482 | 13.85 488 | 18.02 523 | 11.90 501 | 1.74 592 | 0.60 576 | 0.25 484 | 2.10 619 | 0.61 454 | 1.64 547 |
|
| CBMV |   | 13.69 550 | 3.63 524 | 8.02 315 | 5.93 385 | 2.69 354 | 22.57 568 | 12.44 581 | 29.81 522 | 31.57 534 | 31.20 610 | 33.79 561 | 31.04 572 | 17.41 551 | 25.28 595 | 14.11 522 | 0.71 533 | 0.60 576 | 0.60 538 | 0.11 389 | 1.11 517 | 1.13 521 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| PS-NSSS |  | 13.70 551 | 7.41 592 | 14.68 524 | 6.70 446 | 5.63 535 | 18.43 538 | 12.59 582 | 38.89 629 | 25.56 478 | 20.27 497 | 35.71 572 | 21.11 486 | 16.35 536 | 17.16 513 | 17.56 550 | 2.28 603 | 0.53 569 | 5.37 630 | 0.36 520 | 4.28 604 | 3.09 587 |
|
| FADNet |  | 14.18 552 | 10.92 619 | 37.56 628 | 7.79 498 | 6.64 570 | 17.48 527 | 6.91 484 | 34.73 591 | 34.03 557 | 18.85 472 | 27.02 461 | 28.26 551 | 14.24 499 | 17.77 518 | 10.09 477 | 0.41 481 | 0.67 583 | 0.37 515 | 0.37 524 | 8.13 633 | 1.34 531 |
|
| fast-acv-ft |  | 14.25 553 | 4.00 537 | 16.20 540 | 7.51 486 | 5.14 507 | 26.38 599 | 9.77 533 | 24.62 452 | 34.84 567 | 25.30 565 | 37.27 583 | 32.09 582 | 20.38 578 | 18.32 525 | 19.50 563 | 0.36 463 | 0.32 518 | 0.63 540 | 0.47 549 | 1.18 521 | 0.76 478 |
|
| DStereoRT |  | 14.31 554 | 2.30 471 | 10.03 437 | 10.45 570 | 5.01 496 | 18.36 535 | 6.38 462 | 27.11 483 | 26.47 491 | 15.77 392 | 24.40 427 | 10.48 311 | 14.62 510 | 17.08 512 | 9.45 467 | 1.32 585 | 0.51 565 | 57.89 689 | 25.93 678 | 0.56 443 | 2.01 561 |
|
| pmcnn |  | 14.59 555 | 3.68 527 | 19.78 578 | 6.83 455 | 4.51 472 | 21.27 558 | 14.67 601 | 27.37 487 | 30.54 524 | 27.09 584 | 40.19 604 | 38.71 622 | 18.53 566 | 17.70 517 | 19.27 560 | 0.84 557 | 0.09 319 | 0.00 1 | 0.00 1 | 0.48 406 | 0.31 368 |
|
| Anonymous_2 |  | 14.95 556 | 6.75 585 | 17.63 556 | 5.45 347 | 7.10 585 | 26.19 596 | 11.58 571 | 18.06 359 | 17.30 375 | 17.61 440 | 15.47 304 | 23.33 508 | 20.95 582 | 20.55 566 | 14.63 525 | 11.05 662 | 12.86 672 | 11.27 656 | 25.12 677 | 11.32 651 | 4.82 613 |
|
| z-ln-s-r |  | 14.97 557 | 6.05 570 | 40.55 635 | 5.39 344 | 5.41 524 | 13.95 452 | 13.34 589 | 21.84 420 | 36.75 581 | 18.86 473 | 43.90 630 | 23.71 515 | 16.41 537 | 22.64 580 | 28.99 631 | 0.02 222 | 0.02 100 | 0.00 1 | 0.00 1 | 1.04 512 | 0.48 423 |
|
| test_sample9 |  | 15.04 558 | 4.86 552 | 17.49 551 | 5.97 388 | 2.94 375 | 17.57 529 | 8.30 509 | 28.75 502 | 23.91 461 | 24.38 553 | 21.03 387 | 24.64 523 | 17.82 557 | 20.07 551 | 20.17 567 | 6.44 643 | 36.07 686 | 6.62 637 | 7.44 650 | 3.20 588 | 3.11 588 |
|
| NVstereo2D |  | 15.15 559 | 2.97 505 | 16.28 543 | 9.23 534 | 7.56 595 | 30.03 616 | 9.53 530 | 42.80 650 | 42.72 610 | 15.11 372 | 27.03 462 | 23.16 505 | 16.93 543 | 24.28 588 | 15.45 533 | 3.07 619 | 0.43 543 | 1.44 594 | 0.61 563 | 6.74 623 | 7.60 641 |
|
| TCMNet |  | 15.19 560 | 6.68 583 | 19.70 576 | 13.83 616 | 12.53 646 | 26.35 598 | 13.66 591 | 29.47 517 | 35.21 568 | 24.71 557 | 31.20 520 | 23.44 509 | 15.13 520 | 18.97 532 | 22.59 588 | 1.13 578 | 0.65 580 | 2.04 602 | 0.97 588 | 3.18 585 | 2.31 573 |
|
| Wz-Net-LNSev-Ref |  | 15.26 561 | 3.68 527 | 27.36 603 | 7.11 468 | 5.83 549 | 24.88 585 | 12.12 579 | 30.19 525 | 36.12 577 | 27.08 583 | 45.98 635 | 29.10 555 | 13.65 481 | 20.45 564 | 20.26 570 | 0.67 530 | 0.00 1 | 0.10 400 | 0.00 1 | 0.32 336 | 0.26 341 |
|
| StereoDRNet |  | 15.30 562 | 4.47 545 | 14.35 520 | 10.71 576 | 8.69 614 | 25.02 588 | 11.03 561 | 39.66 631 | 35.62 573 | 29.17 597 | 28.81 479 | 34.05 601 | 17.80 556 | 18.80 530 | 23.77 594 | 0.41 481 | 0.30 511 | 0.15 441 | 0.14 403 | 1.64 543 | 1.42 536 |
|
| FINET |  | 15.49 563 | 6.08 571 | 24.99 596 | 8.12 506 | 7.69 598 | 21.80 562 | 22.35 649 | 33.76 578 | 48.27 632 | 25.99 571 | 32.27 540 | 19.48 471 | 16.83 542 | 19.07 534 | 16.38 542 | 1.37 586 | 0.70 584 | 0.95 571 | 0.27 485 | 2.61 570 | 0.90 497 |
|
| DRN-Test |  | 15.88 564 | 3.83 533 | 14.70 525 | 9.96 558 | 8.02 607 | 28.93 613 | 14.65 600 | 42.34 645 | 38.25 590 | 28.18 591 | 34.31 566 | 29.22 557 | 18.35 563 | 20.01 549 | 22.68 589 | 0.37 466 | 0.41 534 | 0.46 523 | 0.28 488 | 1.28 528 | 1.34 531 |
|
| YMNet |  | 15.91 565 | 5.68 568 | 21.74 588 | 10.94 583 | 8.77 616 | 25.22 590 | 9.21 522 | 32.22 559 | 31.35 530 | 33.81 628 | 38.84 595 | 34.00 598 | 17.83 560 | 19.95 546 | 21.57 574 | 0.87 560 | 1.30 609 | 1.22 588 | 0.91 582 | 1.64 543 | 1.18 526 |
|
| YMNet_1 |  | 15.91 565 | 5.68 568 | 21.74 588 | 10.94 583 | 8.77 616 | 25.22 590 | 9.21 522 | 32.22 559 | 31.35 530 | 33.81 628 | 38.84 595 | 34.00 598 | 17.83 560 | 19.95 546 | 21.57 574 | 0.87 560 | 1.30 609 | 1.22 588 | 0.91 582 | 1.64 543 | 1.18 526 |
|
| SDNR |  | 16.15 567 | 5.23 561 | 28.92 607 | 5.73 367 | 6.05 557 | 56.85 678 | 3.26 344 | 23.18 438 | 29.73 515 | 20.62 503 | 36.48 576 | 13.59 374 | 16.97 545 | 18.43 526 | 13.44 514 | 10.56 658 | 13.84 674 | 3.10 621 | 0.44 544 | 7.80 629 | 8.81 648 |
|
| PA-Net |  | 16.29 568 | 6.88 587 | 27.34 602 | 9.88 555 | 11.12 635 | 21.77 561 | 28.15 668 | 32.06 554 | 39.49 591 | 19.99 489 | 27.91 468 | 23.50 511 | 20.59 579 | 20.25 557 | 24.04 597 | 0.24 427 | 2.26 632 | 0.22 476 | 4.59 639 | 1.13 519 | 4.48 609 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| DISCO |  | 16.36 569 | 1.88 409 | 16.15 539 | 7.78 497 | 4.19 443 | 26.92 603 | 10.21 549 | 30.31 530 | 44.26 620 | 21.35 520 | 33.91 564 | 35.80 611 | 22.40 586 | 35.65 639 | 33.87 641 | 0.18 390 | 0.08 300 | 0.04 313 | 0.04 288 | 1.71 547 | 0.54 436 |
|
| GwcNet |   | 16.48 570 | 5.23 561 | 20.03 581 | 10.24 567 | 8.48 611 | 28.79 610 | 10.09 543 | 38.60 625 | 44.51 621 | 23.29 543 | 36.95 581 | 31.29 575 | 19.79 576 | 20.42 562 | 25.70 610 | 0.54 509 | 0.72 585 | 0.57 536 | 0.39 530 | 1.37 535 | 2.64 577 |
|
| NaN_ROB |  | 16.51 571 | 6.51 580 | 16.22 541 | 10.53 574 | 4.64 479 | 31.76 626 | 17.78 631 | 37.00 614 | 43.37 615 | 29.68 602 | 31.29 521 | 32.67 590 | 20.32 577 | 28.00 611 | 16.06 538 | 0.38 467 | 0.41 534 | 0.32 507 | 0.41 534 | 0.87 501 | 1.94 558 |
|
| FAT-Stereo |  | 16.81 572 | 2.97 505 | 17.56 555 | 9.80 551 | 6.21 559 | 16.12 504 | 13.23 588 | 38.18 624 | 39.67 594 | 27.00 581 | 39.73 602 | 37.55 618 | 31.30 634 | 20.39 561 | 21.52 573 | 3.44 621 | 2.05 625 | 0.81 561 | 1.10 594 | 1.89 554 | 5.72 618 |
|
| S-Stereo |  | 16.85 573 | 3.95 536 | 20.67 584 | 12.08 603 | 8.91 620 | 21.68 560 | 12.61 583 | 32.20 558 | 44.61 622 | 22.37 530 | 38.42 593 | 29.15 556 | 28.02 618 | 18.58 528 | 22.36 587 | 2.88 615 | 3.11 645 | 0.87 568 | 1.82 613 | 3.58 595 | 9.08 650 |
|
| DANet |  | 16.85 573 | 8.00 596 | 26.04 600 | 14.56 625 | 7.25 588 | 20.59 553 | 5.37 418 | 26.22 473 | 26.02 487 | 32.17 618 | 36.00 574 | 37.20 616 | 29.77 626 | 30.75 619 | 24.62 602 | 1.14 580 | 1.34 611 | 2.21 607 | 0.51 554 | 3.18 585 | 4.07 603 |
| Z Ling, K Yang, J Li, Y Zhang, X Gao, L Luo, L Xie: Domain-adaptive modules for stereo matching network. Neurocomputing 2021 |
| MaskLacGwcNet_RVC |  | 16.87 575 | 16.27 642 | 17.93 562 | 11.24 591 | 6.69 573 | 28.95 614 | 10.44 552 | 41.23 642 | 21.49 426 | 29.68 602 | 34.27 565 | 32.48 585 | 11.00 422 | 20.05 550 | 15.09 531 | 8.22 650 | 2.59 635 | 12.23 657 | 0.75 574 | 10.40 644 | 6.34 625 |
|
| PSMNet_ROB |  | 16.90 576 | 5.45 564 | 14.16 513 | 13.77 614 | 7.25 588 | 27.65 606 | 32.74 675 | 43.21 653 | 37.88 588 | 24.00 547 | 32.97 550 | 34.55 605 | 16.69 539 | 17.41 514 | 23.96 596 | 0.38 467 | 0.22 469 | 0.93 570 | 2.05 617 | 1.83 551 | 0.96 503 |
|
| GANet |  | 16.92 577 | 4.32 543 | 12.46 481 | 10.84 582 | 4.24 445 | 23.04 571 | 15.36 613 | 39.91 634 | 34.47 563 | 32.42 619 | 45.10 634 | 40.04 631 | 27.54 613 | 23.61 586 | 20.20 569 | 1.02 573 | 0.08 300 | 0.67 545 | 0.22 447 | 1.87 553 | 0.97 504 |
|
| Syn2CoEx |  | 17.03 578 | 10.40 613 | 25.65 599 | 20.35 644 | 8.02 607 | 26.28 597 | 11.27 565 | 37.16 616 | 32.69 551 | 28.89 594 | 40.17 603 | 29.27 558 | 26.63 608 | 19.19 537 | 17.63 551 | 0.98 568 | 0.54 570 | 1.23 590 | 0.23 456 | 1.82 550 | 2.24 571 |
|
| test_sample8 |  | 17.19 579 | 4.86 552 | 17.49 551 | 5.97 388 | 2.94 375 | 17.57 529 | 8.30 509 | 31.87 550 | 18.55 394 | 33.54 625 | 26.00 444 | 40.64 634 | 32.90 639 | 20.07 551 | 20.17 567 | 6.44 643 | 36.07 686 | 6.62 637 | 7.44 650 | 3.20 588 | 3.11 588 |
|
| NCCL2 |  | 17.23 580 | 6.37 579 | 14.30 519 | 23.45 657 | 7.18 587 | 24.16 577 | 17.05 626 | 34.39 587 | 25.88 481 | 31.55 612 | 38.01 589 | 42.09 641 | 26.81 609 | 20.94 569 | 22.69 590 | 0.45 490 | 0.23 477 | 2.63 614 | 1.80 612 | 2.02 560 | 2.57 575 |
|
| GASNet |  | 17.30 581 | 19.38 650 | 30.46 616 | 20.66 646 | 9.36 624 | 16.06 499 | 9.06 520 | 43.89 657 | 40.04 597 | 25.35 566 | 23.73 420 | 32.90 591 | 15.37 526 | 28.91 613 | 17.05 545 | 3.04 618 | 0.27 503 | 1.88 600 | 0.45 547 | 6.73 622 | 1.37 533 |
|
| ADCRef |  | 17.30 581 | 6.73 584 | 42.01 641 | 10.11 561 | 8.78 618 | 26.61 601 | 10.45 553 | 31.29 544 | 32.75 552 | 31.19 609 | 41.62 615 | 18.47 456 | 19.78 575 | 24.29 589 | 34.06 643 | 0.76 542 | 0.42 538 | 2.16 605 | 1.79 611 | 1.23 525 | 1.56 544 |
|
| XPNet_ROB |  | 17.33 583 | 4.84 550 | 15.44 530 | 11.15 588 | 6.64 570 | 20.88 554 | 16.10 616 | 36.26 606 | 39.54 592 | 31.80 616 | 41.32 610 | 41.30 638 | 23.91 593 | 24.67 590 | 27.40 618 | 1.07 577 | 0.74 587 | 0.79 554 | 0.25 472 | 1.10 516 | 1.31 530 |
|
| w-ln-seven-2 |  | 17.58 584 | 7.62 593 | 41.78 639 | 11.29 593 | 6.55 569 | 23.49 574 | 14.08 595 | 29.64 520 | 39.85 596 | 28.44 593 | 42.38 618 | 30.45 569 | 27.66 615 | 22.16 575 | 22.15 583 | 0.44 488 | 0.49 559 | 0.65 543 | 0.17 420 | 1.58 539 | 0.81 483 |
|
| RP |  | 17.58 584 | 4.92 556 | 15.27 529 | 15.44 631 | 11.95 643 | 21.05 556 | 11.75 575 | 27.64 490 | 45.09 625 | 22.99 539 | 42.05 617 | 39.39 627 | 27.74 616 | 25.54 596 | 22.33 586 | 5.45 636 | 0.59 575 | 4.33 626 | 1.62 610 | 3.53 594 | 2.86 583 |
|
| SuperB |  | 17.60 586 | 6.22 578 | 56.40 668 | 7.91 500 | 5.07 499 | 19.70 547 | 9.03 518 | 24.87 454 | 50.15 644 | 26.25 576 | 39.13 597 | 17.61 441 | 20.84 581 | 22.28 576 | 25.31 606 | 0.70 531 | 0.31 515 | 1.10 580 | 0.71 571 | 16.58 664 | 1.86 553 |
|
| ETE_ROB |  | 17.67 587 | 9.48 604 | 17.66 557 | 13.60 612 | 4.57 475 | 23.03 570 | 21.09 644 | 32.49 562 | 35.24 569 | 30.49 606 | 38.06 590 | 46.18 654 | 24.49 596 | 26.40 601 | 24.21 599 | 0.46 495 | 0.24 488 | 1.14 581 | 0.84 577 | 1.52 538 | 2.13 565 |
|
| APVNet |  | 17.75 588 | 5.46 565 | 20.35 583 | 12.31 605 | 8.40 610 | 30.16 618 | 24.10 658 | 41.14 641 | 30.12 522 | 25.08 561 | 41.09 608 | 31.24 573 | 23.12 589 | 27.07 604 | 27.86 624 | 0.34 458 | 0.56 573 | 3.02 619 | 0.52 555 | 1.68 546 | 1.45 538 |
|
| PWCDC_ROB |   | 17.80 589 | 9.62 605 | 18.38 566 | 17.95 638 | 7.74 599 | 24.61 582 | 5.56 430 | 34.41 588 | 52.79 649 | 29.66 601 | 50.20 650 | 20.63 479 | 19.69 574 | 29.85 618 | 20.87 571 | 6.18 640 | 0.26 499 | 0.10 400 | 0.05 316 | 5.36 616 | 2.00 560 |
|
| MDST_ROB |  | 17.92 590 | 1.60 327 | 13.68 505 | 13.88 618 | 6.44 567 | 43.05 660 | 14.86 603 | 42.74 649 | 41.66 603 | 43.25 654 | 42.85 622 | 28.43 552 | 17.28 549 | 29.35 615 | 16.06 538 | 0.88 562 | 0.11 361 | 0.63 540 | 0.47 549 | 0.50 420 | 0.64 459 |
|
| Nwc_Net |  | 17.98 591 | 4.67 548 | 17.79 561 | 14.26 621 | 11.65 641 | 25.14 589 | 14.88 604 | 40.85 638 | 39.83 595 | 21.07 514 | 43.24 624 | 34.50 604 | 27.64 614 | 26.44 603 | 25.03 603 | 3.22 620 | 0.18 438 | 2.52 613 | 3.18 626 | 1.98 556 | 1.51 541 |
|
| ADCP+ |  | 18.16 592 | 4.61 547 | 32.94 619 | 9.31 535 | 10.23 629 | 28.87 611 | 11.69 573 | 33.43 574 | 36.49 579 | 29.28 599 | 40.49 605 | 24.18 519 | 24.61 599 | 33.89 628 | 35.33 645 | 0.25 433 | 0.40 533 | 2.00 601 | 1.17 598 | 2.16 563 | 1.87 555 |
|
| Wz-Net-LNSev |  | 18.19 593 | 10.57 615 | 41.33 637 | 10.19 564 | 7.94 605 | 24.29 578 | 15.28 611 | 34.15 582 | 43.38 616 | 32.90 622 | 43.72 628 | 31.94 580 | 22.21 585 | 20.81 568 | 22.26 584 | 0.47 496 | 0.22 469 | 0.00 1 | 0.02 239 | 1.22 524 | 0.94 502 |
|
| PWC_ROB |   | 18.37 594 | 10.55 614 | 25.19 597 | 10.21 565 | 6.29 566 | 23.75 575 | 4.79 407 | 35.93 603 | 48.75 636 | 32.56 620 | 44.46 633 | 34.68 606 | 24.78 601 | 30.99 620 | 25.72 611 | 1.38 588 | 0.08 300 | 1.57 595 | 0.26 478 | 2.18 564 | 3.17 593 |
|
| AF-Net |  | 18.38 595 | 5.60 567 | 14.21 515 | 15.95 632 | 10.78 632 | 22.26 564 | 10.45 553 | 35.39 597 | 50.22 645 | 24.71 557 | 37.77 586 | 41.55 639 | 29.24 624 | 29.11 614 | 26.67 612 | 4.35 631 | 0.06 235 | 4.56 628 | 0.90 579 | 2.42 565 | 1.38 534 |
|
| stereogan |  | 18.62 596 | 3.07 509 | 16.31 544 | 13.04 609 | 9.99 627 | 35.74 641 | 9.09 521 | 38.17 623 | 45.27 626 | 24.39 556 | 41.24 609 | 39.93 629 | 25.46 605 | 31.29 622 | 24.33 601 | 1.80 595 | 0.91 601 | 2.71 616 | 0.75 574 | 5.15 614 | 3.70 594 |
|
| edge stereo |  | 18.75 597 | 5.12 557 | 17.66 557 | 10.77 581 | 7.84 603 | 22.41 566 | 11.03 561 | 35.23 596 | 42.07 609 | 34.62 630 | 42.74 620 | 41.28 637 | 35.50 645 | 25.14 594 | 24.17 598 | 2.42 609 | 2.42 634 | 6.35 636 | 1.45 606 | 2.89 578 | 3.80 595 |
|
| RYNet |  | 18.92 598 | 4.69 549 | 16.88 548 | 10.99 585 | 15.84 656 | 46.72 663 | 16.57 622 | 37.84 620 | 48.03 631 | 26.92 579 | 26.48 454 | 37.84 621 | 24.92 603 | 19.80 545 | 31.04 637 | 0.25 433 | 0.25 496 | 0.62 539 | 0.03 264 | 6.34 621 | 6.39 626 |
|
| Wz-Net-MNSev |  | 18.98 599 | 6.53 581 | 33.16 621 | 10.15 563 | 7.26 590 | 38.37 651 | 16.45 620 | 34.19 584 | 43.20 614 | 30.65 607 | 40.76 606 | 40.51 633 | 19.24 571 | 27.56 606 | 28.06 629 | 0.81 553 | 0.26 499 | 0.05 324 | 0.10 379 | 1.45 537 | 0.84 488 |
|
| LALA_ROB |  | 19.19 600 | 7.15 590 | 15.93 538 | 12.96 608 | 5.30 519 | 28.30 609 | 23.21 656 | 42.51 646 | 36.69 580 | 33.45 624 | 40.81 607 | 50.96 666 | 24.53 597 | 27.92 608 | 25.66 609 | 0.60 518 | 0.44 545 | 2.04 602 | 1.22 600 | 2.54 569 | 1.47 539 |
|
| aanetorigin |  | 19.21 601 | 12.59 627 | 53.50 655 | 9.67 547 | 7.83 602 | 11.85 408 | 13.87 593 | 17.05 337 | 34.15 560 | 49.18 664 | 48.89 646 | 34.05 601 | 30.22 628 | 22.86 581 | 28.00 628 | 1.01 572 | 0.75 589 | 0.67 545 | 0.89 578 | 3.07 581 | 4.14 604 |
|
| SGM_RVC |   | 19.52 602 | 2.12 456 | 6.79 251 | 6.59 436 | 1.33 223 | 38.20 650 | 15.74 614 | 38.13 622 | 34.07 558 | 45.71 659 | 41.91 616 | 51.41 667 | 38.10 652 | 38.77 655 | 27.80 623 | 0.61 522 | 0.36 528 | 0.51 529 | 0.33 512 | 1.03 511 | 0.90 497 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| RTSC |  | 19.64 603 | 9.36 601 | 31.06 617 | 10.99 585 | 6.24 563 | 28.10 608 | 10.14 547 | 37.50 619 | 58.34 672 | 31.74 614 | 36.70 578 | 32.50 587 | 21.03 583 | 36.00 644 | 37.24 655 | 1.23 583 | 0.44 545 | 0.12 417 | 0.31 504 | 1.98 556 | 1.69 550 |
|
| NCC-stereo |  | 19.75 604 | 6.08 571 | 23.96 592 | 15.05 627 | 16.17 657 | 18.42 536 | 21.45 645 | 43.31 655 | 41.00 601 | 24.30 551 | 38.12 591 | 34.98 607 | 26.92 610 | 35.46 636 | 25.65 607 | 4.29 629 | 2.07 627 | 3.24 622 | 8.90 660 | 2.86 576 | 2.86 583 |
|
| Abc-Net |  | 19.75 604 | 6.08 571 | 23.96 592 | 15.05 627 | 16.17 657 | 18.42 536 | 21.45 645 | 43.31 655 | 41.00 601 | 24.30 551 | 38.12 591 | 34.98 607 | 26.92 610 | 35.46 636 | 25.65 607 | 4.29 629 | 2.07 627 | 3.24 622 | 8.90 660 | 2.86 576 | 2.86 583 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| DGSMNet |  | 19.79 606 | 12.06 626 | 33.43 622 | 13.79 615 | 16.23 659 | 22.97 569 | 15.88 615 | 35.41 598 | 41.96 607 | 19.90 488 | 32.16 539 | 35.60 610 | 18.14 562 | 29.48 617 | 23.10 591 | 3.85 625 | 3.89 656 | 6.16 635 | 4.75 640 | 13.56 655 | 13.44 663 |
|
| RGC |  | 19.90 607 | 13.26 630 | 20.24 582 | 18.19 639 | 14.06 652 | 21.21 557 | 14.33 597 | 34.97 592 | 43.60 618 | 27.73 588 | 41.49 613 | 39.76 628 | 27.98 617 | 34.52 631 | 21.37 572 | 3.66 624 | 0.54 570 | 8.67 649 | 4.16 637 | 4.19 602 | 4.02 601 |
|
| DeepPrunerF |  | 19.92 608 | 11.02 622 | 44.29 642 | 20.74 647 | 17.75 661 | 19.19 543 | 22.57 650 | 36.86 613 | 49.93 640 | 25.48 567 | 36.62 577 | 24.69 526 | 23.97 594 | 23.44 584 | 21.79 577 | 2.68 613 | 1.63 620 | 5.70 632 | 3.95 634 | 3.38 593 | 2.67 578 |
|
| WCMA_ROB |  | 20.02 609 | 4.30 542 | 19.72 577 | 9.47 542 | 7.00 583 | 32.71 632 | 13.99 594 | 31.97 552 | 32.48 548 | 41.51 649 | 52.00 655 | 44.09 645 | 36.14 647 | 32.43 624 | 24.29 600 | 6.19 641 | 2.79 641 | 1.09 579 | 1.10 594 | 3.95 599 | 3.13 591 |
|
| MSAF-DinoV2 |  | 20.61 610 | 7.35 591 | 24.41 594 | 11.43 596 | 4.88 485 | 30.12 617 | 16.70 623 | 39.67 632 | 54.27 653 | 22.75 535 | 32.01 535 | 48.05 660 | 30.44 630 | 37.52 649 | 40.45 663 | 0.72 535 | 0.50 561 | 0.44 520 | 1.23 601 | 4.64 606 | 4.54 610 |
|
| psmorigin |  | 20.95 611 | 10.24 612 | 35.84 624 | 9.75 549 | 7.05 584 | 24.59 581 | 10.11 544 | 32.85 568 | 32.17 544 | 43.09 652 | 54.57 665 | 42.79 642 | 36.62 648 | 35.99 643 | 27.41 619 | 1.58 590 | 2.72 639 | 0.79 554 | 1.05 591 | 3.26 591 | 6.50 627 |
|
| SANet |  | 20.96 612 | 6.60 582 | 29.81 611 | 8.83 522 | 3.19 387 | 31.27 625 | 20.56 642 | 41.86 644 | 56.09 664 | 39.30 644 | 43.62 626 | 44.95 647 | 31.93 636 | 27.83 607 | 23.67 593 | 0.94 564 | 0.52 568 | 0.99 573 | 0.42 537 | 4.72 608 | 2.03 562 |
|
| FBW_ROB |  | 21.00 613 | 10.23 611 | 22.72 590 | 13.71 613 | 6.77 575 | 30.49 623 | 16.46 621 | 44.58 658 | 43.57 617 | 44.25 657 | 39.59 600 | 43.27 644 | 26.12 607 | 33.96 629 | 21.80 578 | 2.58 612 | 1.84 623 | 7.14 647 | 2.78 624 | 4.00 600 | 4.06 602 |
|
| w-ln-seven |  | 21.04 614 | 9.30 599 | 55.15 666 | 11.32 594 | 9.98 626 | 30.27 619 | 18.05 633 | 37.06 615 | 55.12 660 | 36.70 636 | 43.26 625 | 33.73 597 | 22.90 587 | 22.63 579 | 29.52 632 | 0.39 476 | 0.18 438 | 0.85 564 | 0.16 415 | 2.75 573 | 1.47 539 |
|
| z-mn7 |  | 21.05 615 | 9.91 607 | 45.96 647 | 11.27 592 | 5.23 510 | 33.41 634 | 15.27 610 | 35.65 600 | 57.07 668 | 26.62 578 | 53.08 657 | 32.21 583 | 24.80 602 | 35.65 639 | 30.93 636 | 0.49 499 | 0.25 496 | 0.55 533 | 0.11 389 | 1.62 541 | 0.90 497 |
|
| SQANet |  | 21.24 616 | 24.08 660 | 19.60 575 | 26.40 662 | 18.74 663 | 30.87 624 | 9.24 524 | 32.70 565 | 29.58 513 | 25.25 563 | 33.37 555 | 33.47 595 | 19.19 570 | 28.11 612 | 18.32 555 | 10.87 659 | 2.92 643 | 26.49 674 | 5.65 645 | 18.43 668 | 11.48 658 |
|
| G-Net |  | 21.25 617 | 8.24 597 | 37.97 630 | 15.14 630 | 9.26 623 | 50.87 669 | 16.80 625 | 27.96 492 | 30.54 524 | 38.92 641 | 42.93 623 | 33.27 592 | 32.17 637 | 27.99 610 | 25.25 605 | 4.40 632 | 3.83 653 | 3.60 625 | 0.97 588 | 7.91 632 | 6.95 633 |
|
| SHD |  | 21.32 618 | 10.03 608 | 30.16 614 | 14.30 622 | 8.68 613 | 24.15 576 | 8.93 516 | 40.82 637 | 61.17 677 | 35.79 633 | 44.15 631 | 38.73 623 | 30.20 627 | 33.88 627 | 31.09 638 | 2.00 598 | 0.81 592 | 1.17 582 | 1.55 607 | 4.08 601 | 4.78 612 |
|
| MultiAttention |  | 21.34 619 | 1.48 273 | 14.65 523 | 12.08 603 | 4.10 440 | 63.05 687 | 95.71 716 | 42.52 647 | 41.89 606 | 15.33 382 | 30.20 503 | 28.14 550 | 7.73 354 | 44.07 666 | 13.67 516 | 0.84 557 | 0.27 503 | 1.06 575 | 1.58 609 | 4.47 605 | 3.88 599 |
|
| CSAN |  | 21.34 619 | 9.45 603 | 23.34 591 | 20.99 649 | 4.95 489 | 32.57 630 | 34.26 676 | 38.83 628 | 49.95 642 | 36.97 638 | 39.72 601 | 44.97 648 | 31.73 635 | 26.05 598 | 23.94 595 | 1.52 589 | 0.47 554 | 0.85 564 | 1.43 605 | 2.73 572 | 2.14 568 |
|
| UDG |  | 21.45 621 | 14.84 636 | 14.44 521 | 21.30 652 | 20.08 665 | 32.05 629 | 13.76 592 | 35.98 605 | 35.52 572 | 25.93 570 | 30.69 508 | 37.26 617 | 30.66 631 | 21.97 573 | 19.89 566 | 10.88 660 | 5.55 661 | 22.78 669 | 7.65 653 | 14.83 660 | 13.05 662 |
|
| ADCL |  | 21.64 622 | 6.20 575 | 47.32 649 | 9.93 556 | 6.91 582 | 38.69 654 | 19.97 640 | 31.26 542 | 54.04 651 | 27.89 589 | 47.97 643 | 31.35 576 | 30.66 631 | 33.18 626 | 36.62 650 | 0.99 569 | 0.92 602 | 2.63 614 | 1.82 613 | 2.45 566 | 2.13 565 |
|
| ADCPNet |  | 21.93 623 | 9.38 602 | 57.92 670 | 11.76 599 | 6.88 580 | 36.03 642 | 18.44 635 | 32.80 567 | 35.93 574 | 32.91 623 | 43.80 629 | 39.21 626 | 26.99 612 | 31.14 621 | 36.94 652 | 2.05 599 | 2.67 638 | 2.30 609 | 3.45 630 | 4.22 603 | 3.82 596 |
|
| zh-mn7 |  | 21.99 624 | 13.21 629 | 53.55 658 | 10.73 578 | 5.68 538 | 27.38 605 | 14.94 605 | 34.53 590 | 56.55 666 | 40.02 645 | 57.13 669 | 31.28 574 | 23.73 592 | 35.83 641 | 30.28 634 | 0.95 566 | 0.44 545 | 0.22 476 | 0.19 435 | 1.26 527 | 1.86 553 |
|
| CC-Net-ROB |  | 22.04 625 | 22.91 657 | 28.86 606 | 14.05 619 | 8.73 615 | 33.79 635 | 15.26 609 | 46.84 662 | 36.06 576 | 33.72 626 | 32.10 537 | 35.47 609 | 24.02 595 | 23.57 585 | 27.88 625 | 8.95 653 | 2.95 644 | 24.94 671 | 3.68 631 | 12.41 653 | 4.62 611 |
|
| MeshStereo |   | 22.27 626 | 6.87 586 | 11.15 460 | 7.69 492 | 4.87 484 | 37.70 648 | 13.06 586 | 41.64 643 | 36.95 582 | 50.92 667 | 53.41 660 | 58.12 672 | 41.93 664 | 37.73 651 | 27.62 622 | 2.52 611 | 2.37 633 | 2.99 618 | 2.07 618 | 3.09 582 | 2.60 576 |
| C. Zhang, Z. Li, Y. Cheng, R. Cai, H. Chao, Y. Rui: MeshStereo: A Global Stereo Model with Mesh Alignment Regularization for View Interpolation. ICCV 2015 |
| DDUNet |  | 22.66 627 | 19.69 652 | 14.64 522 | 24.11 658 | 22.38 669 | 24.84 583 | 17.71 630 | 30.36 531 | 30.32 523 | 29.02 595 | 37.31 584 | 37.63 619 | 24.66 600 | 24.67 590 | 17.08 546 | 18.42 669 | 7.92 669 | 26.43 673 | 11.81 668 | 17.23 665 | 16.95 669 |
|
| Wz-Net-SNSev |  | 22.67 628 | 16.94 644 | 45.69 645 | 13.85 617 | 8.52 612 | 28.89 612 | 27.06 665 | 39.39 630 | 55.04 658 | 31.77 615 | 53.23 658 | 39.18 625 | 23.41 591 | 26.40 601 | 36.25 648 | 0.78 545 | 0.21 459 | 1.21 586 | 0.90 579 | 3.03 580 | 1.62 546 |
|
| ADCMid |  | 22.76 629 | 10.75 617 | 41.73 638 | 11.23 590 | 7.97 606 | 27.26 604 | 19.18 639 | 35.44 599 | 38.02 589 | 40.23 646 | 46.38 638 | 36.56 614 | 42.70 665 | 38.20 653 | 40.75 664 | 1.77 593 | 1.43 615 | 3.05 620 | 3.81 633 | 4.96 610 | 3.82 596 |
|
| MSMD_ROB |  | 22.90 630 | 9.64 606 | 14.76 526 | 17.46 637 | 9.88 625 | 34.94 637 | 18.83 636 | 33.67 577 | 37.47 583 | 40.97 648 | 59.80 673 | 45.93 652 | 38.34 654 | 31.74 623 | 23.24 592 | 6.22 642 | 3.58 650 | 8.78 650 | 11.03 666 | 6.76 624 | 5.06 616 |
|
| LE_ROB |  | 22.93 631 | 3.07 509 | 14.02 510 | 7.70 493 | 2.86 366 | 31.99 628 | 17.35 628 | 28.10 496 | 67.19 689 | 70.51 691 | 55.61 668 | 49.07 661 | 47.62 671 | 24.76 593 | 36.49 649 | 0.35 461 | 0.20 451 | 0.27 489 | 0.55 559 | 0.48 406 | 0.44 411 |
|
| zh-sn7 |  | 23.03 632 | 15.48 638 | 50.25 651 | 14.08 620 | 7.77 601 | 26.71 602 | 23.32 657 | 36.59 609 | 48.43 634 | 33.80 627 | 51.71 653 | 33.34 594 | 33.77 641 | 39.91 659 | 37.07 653 | 0.60 518 | 0.86 595 | 0.54 532 | 0.35 517 | 3.18 585 | 2.85 581 |
|
| DStereoO |  | 23.30 633 | 15.58 639 | 13.92 507 | 14.76 626 | 8.35 609 | 16.44 513 | 16.19 618 | 33.98 579 | 39.60 593 | 30.48 605 | 28.08 470 | 31.65 579 | 32.30 638 | 41.39 662 | 27.39 617 | 48.20 688 | 3.83 653 | 28.72 675 | 3.33 629 | 25.98 675 | 5.78 619 |
|
| AnyNet_C32 |  | 23.37 634 | 13.28 631 | 40.29 634 | 12.36 606 | 11.44 638 | 30.39 620 | 29.15 670 | 31.36 545 | 44.90 624 | 35.36 631 | 48.86 644 | 33.61 596 | 34.20 642 | 43.15 665 | 41.62 670 | 1.27 584 | 1.35 612 | 1.18 584 | 2.58 622 | 4.77 609 | 6.27 624 |
|
| SGM-ForestM |  | 23.72 635 | 2.44 477 | 9.13 385 | 7.43 481 | 2.25 321 | 44.80 662 | 19.11 638 | 44.90 659 | 49.97 643 | 50.74 666 | 51.18 651 | 62.06 680 | 45.83 669 | 44.96 667 | 33.88 642 | 1.00 570 | 0.84 594 | 0.78 552 | 0.62 564 | 1.29 529 | 1.11 518 |
|
| MFN_U_SF_DS_RVC |  | 23.92 636 | 13.60 632 | 30.09 613 | 25.46 660 | 10.02 628 | 38.51 652 | 20.40 641 | 35.77 602 | 43.76 619 | 42.15 650 | 47.10 642 | 39.99 630 | 28.20 620 | 35.96 642 | 27.06 615 | 3.64 623 | 3.85 655 | 6.66 640 | 16.30 674 | 4.97 611 | 4.98 615 |
|
| ccnet |  | 24.02 637 | 16.16 641 | 21.70 587 | 11.83 601 | 17.75 661 | 37.87 649 | 16.18 617 | 45.46 661 | 31.93 540 | 36.99 639 | 46.46 641 | 38.76 624 | 29.52 625 | 37.55 650 | 40.93 667 | 9.20 654 | 6.29 663 | 9.63 652 | 7.71 655 | 11.19 648 | 7.21 638 |
|
| PSMNet-RUCA |  | 24.03 638 | 26.83 663 | 40.96 636 | 35.46 670 | 34.27 676 | 16.24 510 | 9.79 534 | 39.82 633 | 31.45 532 | 31.49 611 | 41.54 614 | 36.82 615 | 26.02 606 | 27.92 608 | 15.09 531 | 11.51 664 | 2.06 626 | 20.58 666 | 8.10 658 | 15.83 662 | 8.74 647 |
|
| XQC |  | 24.10 639 | 16.76 643 | 50.68 652 | 21.37 653 | 11.01 634 | 35.24 639 | 18.84 637 | 37.28 618 | 55.11 659 | 31.64 613 | 30.06 502 | 37.71 620 | 30.31 629 | 37.17 647 | 39.66 660 | 4.20 628 | 0.41 534 | 2.76 617 | 1.89 615 | 11.46 652 | 8.42 646 |
|
| FC-DCNN |   | 24.37 640 | 10.99 621 | 19.02 570 | 18.44 640 | 9.16 621 | 36.98 645 | 23.07 654 | 40.44 635 | 43.05 613 | 46.25 661 | 53.58 662 | 50.44 663 | 37.86 651 | 35.45 635 | 27.57 621 | 6.87 647 | 3.37 646 | 6.01 633 | 4.88 641 | 7.86 631 | 6.05 621 |
|
| DPSNet |  | 24.40 641 | 6.97 589 | 33.14 620 | 11.16 589 | 6.54 568 | 53.33 672 | 43.32 684 | 51.28 674 | 59.37 675 | 30.89 608 | 39.36 598 | 40.35 632 | 34.30 643 | 32.57 625 | 25.09 604 | 4.65 634 | 1.62 619 | 0.37 515 | 0.66 567 | 8.51 637 | 4.44 608 |
|
| FC-DCNN v2 |   | 24.44 642 | 10.97 620 | 18.53 567 | 18.49 641 | 9.18 622 | 37.41 647 | 23.03 653 | 40.91 639 | 43.02 612 | 46.46 662 | 54.06 663 | 50.67 664 | 38.26 653 | 35.41 634 | 27.52 620 | 6.85 646 | 3.38 647 | 6.03 634 | 4.89 642 | 7.82 630 | 5.94 620 |
|
| PDISCO_ROB |  | 24.45 643 | 9.24 598 | 29.28 609 | 28.68 665 | 19.96 664 | 37.14 646 | 15.33 612 | 45.04 660 | 54.69 655 | 29.24 598 | 42.67 619 | 46.07 653 | 28.17 619 | 35.35 633 | 30.30 635 | 9.92 656 | 2.13 629 | 6.90 641 | 3.20 627 | 8.74 638 | 6.87 632 |
|
| Wz-Net-TNSev |  | 25.12 644 | 20.16 653 | 57.98 671 | 9.56 544 | 7.42 593 | 42.73 659 | 22.27 648 | 35.14 594 | 53.46 650 | 35.97 635 | 42.74 620 | 45.83 650 | 39.87 658 | 36.56 645 | 34.73 644 | 1.82 596 | 1.51 617 | 0.76 551 | 1.34 604 | 5.84 620 | 6.80 630 |
|
| EDNetEfficient |  | 25.16 645 | 22.23 656 | 77.22 696 | 9.09 529 | 7.38 591 | 19.38 544 | 16.78 624 | 21.41 414 | 55.74 663 | 61.52 682 | 53.51 661 | 36.22 612 | 40.65 662 | 24.22 587 | 38.27 657 | 0.62 525 | 0.74 587 | 0.86 567 | 2.60 623 | 7.70 628 | 7.09 635 |
|
| WZ-Net |  | 25.17 646 | 12.95 628 | 63.02 675 | 15.13 629 | 10.42 631 | 38.51 652 | 27.42 667 | 40.46 636 | 54.17 652 | 28.32 592 | 52.95 656 | 40.81 635 | 28.36 621 | 37.07 646 | 41.35 669 | 1.21 582 | 0.21 459 | 0.73 549 | 0.94 585 | 5.42 618 | 3.87 598 |
|
| AANet |  | 25.23 647 | 25.90 662 | 70.86 689 | 8.25 512 | 6.82 577 | 24.45 579 | 10.96 559 | 32.18 555 | 56.29 665 | 56.40 673 | 51.41 652 | 47.70 658 | 40.20 659 | 25.76 597 | 35.38 646 | 2.68 613 | 0.32 518 | 0.99 573 | 0.43 540 | 3.80 598 | 3.92 600 |
|
| GANetREF_RVC |   | 25.41 648 | 29.28 665 | 24.63 595 | 25.18 659 | 6.04 556 | 30.44 621 | 35.39 679 | 47.84 665 | 50.60 646 | 36.88 637 | 36.04 575 | 34.11 603 | 31.23 633 | 37.46 648 | 27.96 627 | 8.58 651 | 2.66 637 | 16.29 662 | 4.95 643 | 14.37 659 | 8.32 645 |
| Zhang, Feihu and Prisacariu, Victor and Yang, Ruigang and Torr, Philip HS: GA-Net: Guided Aggregation Net for End- to-end Stereo Matching. CVPR 2019 |
| FCDSN-DC |  | 25.59 649 | 14.91 637 | 18.83 569 | 28.55 664 | 15.68 655 | 39.29 655 | 18.16 634 | 42.83 652 | 41.69 604 | 44.43 658 | 51.94 654 | 50.82 665 | 39.22 657 | 34.59 632 | 27.29 616 | 6.05 639 | 3.63 651 | 7.01 644 | 6.41 646 | 10.35 643 | 10.17 656 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| DStereoSA |  | 26.02 650 | 16.00 640 | 36.80 627 | 23.05 656 | 13.50 648 | 27.80 607 | 20.87 643 | 49.24 669 | 58.93 673 | 26.92 579 | 36.89 579 | 29.48 560 | 37.74 650 | 38.81 656 | 26.96 613 | 7.13 648 | 7.34 668 | 15.03 660 | 11.26 667 | 21.25 670 | 15.34 665 |
|
| ADCS |  | 26.20 651 | 13.71 633 | 46.90 648 | 14.51 624 | 10.34 630 | 30.46 622 | 22.72 652 | 42.81 651 | 57.61 671 | 42.58 651 | 49.37 648 | 41.91 640 | 40.43 660 | 41.90 664 | 44.58 675 | 2.37 606 | 2.19 631 | 2.37 611 | 3.29 628 | 7.32 626 | 6.52 628 |
|
| DStereoFS |  | 26.88 652 | 21.28 655 | 29.50 610 | 18.65 642 | 12.35 645 | 29.13 615 | 13.04 585 | 50.34 673 | 47.29 629 | 35.95 634 | 44.38 632 | 36.32 613 | 41.02 663 | 51.90 680 | 33.82 640 | 7.92 649 | 5.83 662 | 15.86 661 | 9.22 662 | 17.41 667 | 16.41 667 |
|
| DLNR_Zeroshot_test |   | 27.62 653 | 51.32 680 | 91.46 708 | 98.51 718 | 98.03 719 | 3.10 58 | 0.50 69 | 30.95 538 | 7.65 225 | 8.16 251 | 15.68 307 | 7.31 261 | 1.63 84 | 11.87 340 | 4.21 325 | 40.37 682 | 0.87 597 | 0.06 346 | 0.34 515 | 80.23 707 | 0.24 330 |
|
| DLNR-FE |  | 27.66 654 | 51.31 679 | 91.55 710 | 98.52 719 | 97.91 718 | 3.10 58 | 0.50 69 | 31.55 547 | 7.66 226 | 8.18 252 | 15.67 305 | 7.31 261 | 1.63 84 | 11.88 341 | 4.21 325 | 40.23 681 | 0.89 600 | 0.06 346 | 0.34 515 | 80.38 708 | 0.24 330 |
|
| MFN_U_SF_RVC |  | 28.16 655 | 14.14 635 | 53.23 654 | 21.11 650 | 7.91 604 | 39.97 656 | 13.13 587 | 51.65 676 | 46.34 628 | 47.41 663 | 53.38 659 | 55.32 670 | 40.53 661 | 38.47 654 | 39.74 661 | 5.67 638 | 4.46 657 | 6.98 643 | 8.73 659 | 7.47 627 | 7.44 640 |
|
| PASM |  | 28.19 656 | 17.35 645 | 48.18 650 | 22.49 655 | 22.20 668 | 25.92 594 | 25.84 663 | 34.35 586 | 49.45 638 | 35.37 632 | 39.48 599 | 46.72 656 | 33.36 640 | 34.28 630 | 36.77 651 | 11.73 665 | 14.94 676 | 17.43 665 | 22.18 676 | 13.45 654 | 12.32 661 |
|
| EDNetEfficientorigin |  | 28.98 657 | 35.45 672 | 99.82 722 | 9.43 537 | 5.65 536 | 24.97 586 | 14.79 602 | 26.06 470 | 54.82 656 | 60.87 678 | 57.59 670 | 45.42 649 | 50.27 674 | 26.11 599 | 43.62 672 | 0.30 448 | 0.37 529 | 1.61 596 | 2.35 620 | 10.17 642 | 9.99 655 |
|
| AnyNet_C01 |  | 29.76 658 | 25.78 661 | 75.37 694 | 17.03 635 | 11.34 636 | 49.00 667 | 27.12 666 | 37.99 621 | 40.05 598 | 40.73 647 | 65.13 684 | 46.98 657 | 38.86 656 | 46.63 668 | 48.19 680 | 2.14 600 | 2.13 629 | 2.13 604 | 2.56 621 | 8.14 634 | 7.98 644 |
|
| LSM |  | 29.98 659 | 19.52 651 | 55.11 665 | 19.06 643 | 53.75 689 | 32.57 630 | 23.17 655 | 42.61 648 | 48.57 635 | 45.97 660 | 55.04 667 | 42.93 643 | 36.02 646 | 35.63 638 | 27.03 614 | 2.33 604 | 9.19 670 | 4.87 629 | 7.71 655 | 10.65 646 | 27.91 679 |
|
| RTS |  | 30.15 660 | 23.12 658 | 96.33 712 | 16.71 633 | 11.63 639 | 58.66 681 | 24.28 659 | 36.80 611 | 62.63 681 | 43.79 655 | 46.10 636 | 32.56 588 | 43.90 666 | 51.29 676 | 40.92 665 | 2.38 607 | 0.66 581 | 1.06 575 | 0.74 572 | 5.11 612 | 4.34 606 |
|
| RTSA |  | 30.15 660 | 23.12 658 | 96.33 712 | 16.71 633 | 11.63 639 | 58.66 681 | 24.28 659 | 36.80 611 | 62.63 681 | 43.79 655 | 46.10 636 | 32.56 588 | 43.90 666 | 51.29 676 | 40.92 665 | 2.38 607 | 0.66 581 | 1.06 575 | 0.74 572 | 5.11 612 | 4.34 606 |
|
| DispFullNet |  | 30.27 662 | 31.74 667 | 58.63 672 | 30.13 667 | 28.18 673 | 31.79 627 | 8.94 517 | 37.16 616 | 54.68 654 | 32.60 621 | 37.99 588 | 44.62 646 | 28.80 623 | 41.55 663 | 27.93 626 | 11.94 666 | 3.46 648 | 35.53 679 | 12.34 669 | 30.08 678 | 17.26 670 |
|
| coex-ft |  | 30.77 663 | 38.58 675 | 93.29 711 | 9.44 540 | 5.62 534 | 34.95 638 | 25.30 662 | 30.83 536 | 59.36 674 | 73.23 695 | 58.53 671 | 45.92 651 | 47.29 670 | 29.44 616 | 45.30 676 | 1.37 586 | 1.65 621 | 0.95 571 | 0.96 587 | 8.35 636 | 4.96 614 |
|
| MANE |  | 31.97 664 | 10.75 617 | 17.71 560 | 20.94 648 | 13.77 650 | 47.80 665 | 26.85 664 | 53.00 679 | 55.20 661 | 59.29 674 | 64.30 681 | 64.93 684 | 56.31 684 | 51.83 679 | 38.69 659 | 9.61 655 | 4.72 658 | 6.91 642 | 19.93 675 | 9.20 639 | 7.64 642 |
|
| otaku |  | 33.18 665 | 35.99 673 | 52.93 653 | 40.01 673 | 21.41 666 | 55.08 673 | 17.25 627 | 43.30 654 | 61.58 678 | 39.25 643 | 49.16 647 | 46.61 655 | 28.49 622 | 39.77 658 | 28.76 630 | 18.56 670 | 7.00 667 | 31.82 677 | 9.61 663 | 21.53 672 | 15.48 666 |
|
| PVD |  | 33.19 666 | 18.59 647 | 37.64 629 | 26.09 661 | 16.99 660 | 33.25 633 | 42.25 683 | 51.42 675 | 66.03 687 | 52.65 670 | 64.31 682 | 51.93 668 | 55.13 680 | 51.61 678 | 40.40 662 | 4.00 627 | 3.51 649 | 9.53 651 | 4.26 638 | 10.62 645 | 23.56 674 |
|
| ELAS |   | 33.68 667 | 18.95 648 | 36.71 626 | 20.64 645 | 13.61 649 | 56.43 674 | 35.14 678 | 50.03 672 | 49.90 639 | 60.58 677 | 63.83 679 | 58.64 675 | 53.36 676 | 50.73 674 | 44.44 674 | 11.03 661 | 6.58 665 | 10.02 653 | 7.43 649 | 13.58 657 | 11.94 660 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ELAS_RVC |   | 33.79 668 | 19.15 649 | 35.97 625 | 21.28 651 | 13.79 651 | 52.58 670 | 36.11 680 | 48.96 668 | 55.66 662 | 61.47 681 | 62.91 675 | 58.35 674 | 53.55 677 | 53.37 682 | 42.23 671 | 11.25 663 | 6.64 666 | 10.32 654 | 7.05 648 | 13.56 655 | 11.58 659 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| SAMSARA |  | 34.43 669 | 18.53 646 | 31.91 618 | 55.34 683 | 35.34 677 | 75.99 701 | 94.71 715 | 47.97 666 | 50.84 647 | 37.47 640 | 36.99 582 | 53.12 669 | 38.55 655 | 39.56 657 | 38.65 658 | 3.59 622 | 5.40 660 | 2.22 608 | 3.72 632 | 9.43 640 | 9.29 652 |
|
| Ntro |  | 34.97 670 | 37.63 674 | 54.53 661 | 43.26 677 | 22.45 670 | 57.73 679 | 21.97 647 | 47.14 664 | 64.21 684 | 39.12 642 | 48.86 644 | 47.93 659 | 36.94 649 | 40.66 660 | 29.83 633 | 17.16 668 | 6.51 664 | 32.70 678 | 10.17 664 | 24.06 673 | 16.48 668 |
|
| BEATNet-Init1 |  | 35.08 671 | 20.64 654 | 54.70 663 | 27.43 663 | 12.00 644 | 58.29 680 | 31.01 673 | 52.58 678 | 57.49 670 | 60.36 676 | 62.98 676 | 69.98 687 | 55.54 682 | 53.00 681 | 44.40 673 | 4.61 633 | 2.84 642 | 7.05 645 | 6.89 647 | 10.97 647 | 8.94 649 |
|
| ACVNet-4b |  | 36.40 672 | 52.20 681 | 56.11 667 | 42.45 676 | 21.78 667 | 48.56 666 | 14.37 598 | 49.50 670 | 60.15 676 | 43.17 653 | 46.38 638 | 55.62 671 | 24.56 598 | 38.15 652 | 21.97 579 | 25.13 675 | 3.66 652 | 46.93 682 | 33.56 683 | 25.97 674 | 17.74 671 |
|
| MSC_U_SF_DS_RVC |  | 37.16 673 | 34.69 670 | 53.68 659 | 37.47 672 | 12.55 647 | 56.80 677 | 22.63 651 | 52.02 677 | 63.29 683 | 66.20 687 | 63.82 678 | 58.12 672 | 53.73 679 | 51.21 675 | 46.48 677 | 8.79 652 | 5.31 659 | 14.69 659 | 15.22 673 | 17.27 666 | 9.21 651 |
|
| GCST |   | 37.32 674 | 40.98 676 | 25.25 598 | 92.15 713 | 35.59 678 | 25.00 587 | 1.02 118 | 25.45 459 | 19.73 403 | 26.01 573 | 15.21 302 | 19.51 473 | 4.75 238 | 16.71 506 | 4.32 329 | 80.90 707 | 35.46 685 | 87.50 713 | 74.71 703 | 73.21 703 | 42.99 689 |
|
| ACVNet_1 |  | 41.30 675 | 49.46 678 | 64.91 680 | 44.67 678 | 25.07 671 | 49.43 668 | 25.23 661 | 55.33 681 | 65.87 686 | 59.72 675 | 59.33 672 | 63.43 682 | 48.79 673 | 49.63 672 | 37.09 654 | 19.05 671 | 9.82 671 | 38.29 680 | 13.97 672 | 28.67 676 | 18.23 673 |
|
| light-stereo |  | 41.36 676 | 29.75 666 | 55.07 664 | 54.98 682 | 49.52 684 | 36.70 643 | 17.57 629 | 46.92 663 | 51.01 648 | 53.58 671 | 54.47 664 | 62.25 681 | 35.15 644 | 48.78 670 | 33.36 639 | 34.63 678 | 26.20 682 | 20.76 667 | 28.59 679 | 46.39 683 | 41.49 688 |
|
| Consistency-Raft |  | 41.82 677 | 35.10 671 | 44.56 644 | 32.85 668 | 41.39 682 | 46.76 664 | 34.76 677 | 57.01 683 | 54.94 657 | 32.10 617 | 65.22 685 | 30.82 570 | 48.46 672 | 40.81 661 | 48.77 681 | 27.39 676 | 34.28 684 | 42.92 681 | 51.66 693 | 39.28 680 | 27.28 676 |
|
| NVStereoNet_ROB |  | 41.93 678 | 32.40 668 | 44.55 643 | 36.60 671 | 27.78 672 | 34.52 636 | 32.38 674 | 48.84 667 | 57.18 669 | 69.34 690 | 75.62 696 | 66.07 686 | 64.86 688 | 47.34 669 | 60.78 692 | 15.72 667 | 23.99 679 | 23.40 670 | 32.06 682 | 21.34 671 | 23.86 675 |
| Nikolai Smolyanskiy, Alexey Kamenev, Stan Birchfield: On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach. Arxiv |
| MonStereo1 |  | 45.10 679 | 33.36 669 | 54.69 662 | 33.57 669 | 31.94 675 | 43.06 661 | 17.79 632 | 49.52 671 | 56.61 667 | 50.97 668 | 64.04 680 | 70.09 688 | 53.57 678 | 49.77 673 | 53.19 686 | 53.87 691 | 14.08 675 | 54.69 688 | 35.89 684 | 41.66 681 | 39.69 686 |
|
| RainbowNet |  | 51.25 680 | 62.74 690 | 64.52 679 | 60.13 684 | 39.00 681 | 58.72 683 | 30.83 672 | 57.31 684 | 79.18 701 | 50.24 665 | 65.35 686 | 60.13 677 | 44.25 668 | 49.47 671 | 41.16 668 | 46.52 687 | 46.06 692 | 52.72 686 | 31.78 681 | 52.33 688 | 32.47 680 |
|
| anonymity |  | 52.32 681 | 58.23 685 | 63.91 676 | 41.12 675 | 59.25 693 | 53.27 671 | 41.04 682 | 55.69 682 | 40.20 599 | 54.85 672 | 49.49 649 | 49.13 662 | 55.48 681 | 59.07 684 | 49.65 684 | 55.86 692 | 50.03 698 | 51.00 684 | 51.08 691 | 51.71 686 | 56.36 692 |
|
| MADNet+ |  | 53.31 682 | 68.61 693 | 98.75 719 | 67.03 688 | 37.58 679 | 79.83 707 | 81.74 709 | 60.38 686 | 61.61 679 | 51.43 669 | 54.92 666 | 61.11 679 | 59.29 686 | 69.66 693 | 76.71 709 | 23.88 673 | 24.03 680 | 17.08 664 | 12.35 670 | 32.47 679 | 27.69 678 |
|
| JetBlue |  | 54.08 683 | 45.10 677 | 74.15 692 | 51.17 680 | 47.68 683 | 75.66 700 | 60.97 694 | 63.63 687 | 62.09 680 | 63.32 685 | 64.88 683 | 78.86 696 | 68.17 689 | 68.15 691 | 75.09 708 | 36.86 679 | 24.88 681 | 29.01 676 | 29.12 680 | 28.71 677 | 34.13 682 |
|
| SGM+DAISY |  | 54.67 684 | 56.61 682 | 62.73 674 | 40.21 674 | 53.22 687 | 61.95 686 | 48.59 687 | 55.05 680 | 44.62 623 | 61.03 680 | 63.68 677 | 60.46 678 | 55.62 683 | 60.68 686 | 55.34 688 | 56.34 694 | 48.56 695 | 50.16 683 | 49.63 690 | 52.25 687 | 56.76 694 |
|
| SPS-STEREO |   | 55.62 685 | 59.14 686 | 64.16 677 | 45.05 679 | 53.84 690 | 59.88 684 | 44.00 685 | 59.53 685 | 49.94 641 | 62.33 683 | 61.09 674 | 59.80 676 | 56.82 685 | 60.06 685 | 57.85 689 | 58.41 695 | 48.34 694 | 51.07 685 | 49.21 689 | 55.41 690 | 56.48 693 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| Selective-IGEV-i16pa |  | 56.08 686 | 59.75 687 | 69.90 687 | 21.43 654 | 14.80 653 | 97.01 715 | 29.83 671 | 86.97 713 | 94.48 717 | 85.76 710 | 93.21 713 | 81.88 701 | 74.46 699 | 96.71 720 | 79.25 712 | 30.92 677 | 13.32 673 | 16.91 663 | 7.73 657 | 15.59 661 | 51.73 690 |
|
| Selective-IGEV-i1pa |  | 56.65 687 | 73.08 698 | 56.50 669 | 29.63 666 | 14.87 654 | 94.58 712 | 46.49 686 | 80.65 710 | 87.08 709 | 88.18 713 | 87.03 710 | 74.01 692 | 68.51 690 | 94.68 718 | 74.38 705 | 45.10 686 | 26.62 683 | 26.16 672 | 13.27 671 | 19.40 669 | 32.71 681 |
|
| ACVNet_2 |  | 57.39 688 | 61.72 689 | 72.56 691 | 66.35 687 | 38.29 680 | 61.93 685 | 48.64 688 | 71.64 699 | 81.91 704 | 79.28 703 | 88.72 712 | 76.25 693 | 72.87 695 | 54.33 683 | 46.74 679 | 37.13 680 | 23.36 678 | 54.52 687 | 37.80 685 | 46.22 682 | 27.59 677 |
|
| IMH-64-1 |  | 59.25 689 | 58.09 683 | 67.69 684 | 66.06 685 | 50.51 685 | 56.45 675 | 49.45 689 | 68.83 692 | 67.75 690 | 67.58 688 | 80.37 700 | 70.15 689 | 74.28 697 | 72.16 698 | 48.94 682 | 42.00 683 | 42.87 689 | 65.57 690 | 47.02 686 | 51.52 684 | 37.76 684 |
|
| IMH-64 |  | 59.25 689 | 58.09 683 | 67.69 684 | 66.06 685 | 50.51 685 | 56.45 675 | 49.45 689 | 68.83 692 | 67.75 690 | 67.58 688 | 80.37 700 | 70.15 689 | 74.28 697 | 72.16 698 | 48.94 682 | 42.00 683 | 42.87 689 | 65.57 690 | 47.02 686 | 51.52 684 | 37.76 684 |
|
| IMH |  | 62.95 691 | 60.33 688 | 67.78 686 | 69.51 689 | 53.65 688 | 65.09 690 | 54.21 691 | 72.00 700 | 73.28 695 | 72.49 693 | 81.93 702 | 72.96 691 | 79.81 702 | 76.65 704 | 51.41 685 | 43.57 685 | 49.82 697 | 67.81 692 | 51.14 692 | 54.83 689 | 40.67 687 |
|
| TorneroNet-64 |  | 65.66 692 | 70.70 695 | 71.20 690 | 76.52 693 | 59.70 695 | 66.78 691 | 58.05 692 | 67.53 691 | 80.00 702 | 62.67 684 | 67.40 687 | 83.09 702 | 69.42 692 | 67.34 688 | 62.05 695 | 48.31 690 | 44.07 691 | 72.93 694 | 63.88 695 | 68.05 694 | 53.58 691 |
|
| PWCK |  | 65.90 693 | 88.63 712 | 79.40 699 | 80.32 701 | 29.96 674 | 63.85 689 | 39.45 681 | 72.07 701 | 71.26 693 | 78.74 702 | 68.99 689 | 77.82 695 | 61.77 687 | 82.81 710 | 62.64 696 | 80.17 706 | 39.88 688 | 81.90 704 | 47.37 688 | 73.54 704 | 37.51 683 |
|
| WAO-6 |  | 70.64 694 | 73.02 697 | 66.25 681 | 79.92 700 | 61.74 697 | 68.74 692 | 59.08 693 | 75.27 704 | 87.02 708 | 74.72 696 | 79.40 699 | 79.19 697 | 84.60 710 | 67.70 690 | 60.53 691 | 67.85 698 | 48.88 696 | 81.48 702 | 73.29 700 | 65.57 692 | 58.60 695 |
|
| TorneroNet |  | 71.21 695 | 73.44 699 | 75.82 695 | 80.82 702 | 65.65 699 | 70.53 694 | 64.39 697 | 71.42 698 | 75.97 697 | 71.47 692 | 73.68 694 | 84.17 705 | 74.00 696 | 69.85 694 | 69.09 699 | 59.37 696 | 48.19 693 | 79.67 698 | 73.51 701 | 74.93 705 | 68.26 704 |
|
| LVE |  | 71.50 696 | 72.46 696 | 83.91 703 | 75.21 692 | 55.29 692 | 74.81 695 | 62.76 696 | 77.22 705 | 83.77 706 | 82.09 705 | 87.11 711 | 83.38 703 | 82.41 707 | 75.93 702 | 64.49 697 | 48.28 689 | 57.24 704 | 74.61 696 | 62.53 694 | 65.49 691 | 61.01 696 |
|
| MFMNet_re |  | 72.05 697 | 79.64 705 | 64.23 678 | 52.73 681 | 84.71 708 | 77.93 703 | 68.35 698 | 63.96 688 | 66.93 688 | 61.00 679 | 71.29 692 | 63.84 683 | 68.91 691 | 72.42 700 | 61.11 693 | 82.03 710 | 74.22 711 | 80.34 701 | 74.44 702 | 83.62 711 | 89.34 712 |
|
| notaker |  | 72.18 698 | 79.78 706 | 78.84 698 | 78.75 697 | 68.52 701 | 63.26 688 | 61.68 695 | 69.22 695 | 75.95 696 | 77.58 700 | 78.85 698 | 79.69 699 | 84.79 711 | 77.39 705 | 58.43 690 | 69.68 701 | 60.79 705 | 77.46 697 | 68.48 697 | 69.62 696 | 64.92 701 |
|
| WAO-7 |  | 72.21 699 | 78.21 701 | 54.04 660 | 79.33 699 | 69.31 703 | 70.20 693 | 72.09 704 | 77.85 708 | 84.90 707 | 77.35 699 | 86.03 706 | 79.37 698 | 79.88 703 | 65.32 687 | 65.33 698 | 62.33 697 | 69.70 709 | 70.51 693 | 73.21 699 | 67.23 693 | 62.02 697 |
|
| ktn |  | 72.58 700 | 80.06 708 | 69.96 688 | 79.14 698 | 69.86 704 | 75.40 699 | 70.43 703 | 69.01 694 | 76.90 698 | 72.88 694 | 77.46 697 | 77.43 694 | 77.41 701 | 72.78 701 | 55.00 687 | 79.09 704 | 65.99 706 | 80.09 700 | 68.29 696 | 71.46 701 | 62.98 698 |
|
| UNDER WATER-64 |  | 73.11 701 | 74.48 700 | 87.70 704 | 74.03 691 | 55.20 691 | 78.24 704 | 75.71 706 | 65.33 689 | 67.91 692 | 75.60 698 | 69.32 690 | 84.41 706 | 76.93 700 | 68.43 692 | 72.45 702 | 81.18 708 | 56.77 703 | 82.46 705 | 80.34 706 | 68.22 695 | 67.48 703 |
|
| LRCNet_RVC |  | 73.59 702 | 69.80 694 | 74.41 693 | 77.63 695 | 60.56 696 | 40.33 657 | 15.08 608 | 71.04 697 | 48.36 633 | 88.07 712 | 94.62 715 | 90.11 713 | 81.83 705 | 80.58 709 | 61.26 694 | 97.12 721 | 72.30 710 | 96.65 720 | 97.58 721 | 77.13 706 | 77.30 708 |
|
| DPSimNet_ROB |  | 74.29 703 | 83.27 710 | 59.30 673 | 77.19 694 | 65.13 698 | 75.14 697 | 74.95 705 | 73.99 703 | 76.94 699 | 81.99 704 | 75.48 695 | 80.18 700 | 71.76 693 | 67.39 689 | 84.00 714 | 81.87 709 | 51.14 699 | 79.99 699 | 76.70 705 | 70.17 697 | 79.21 709 |
|
| UNDER WATER |  | 75.92 704 | 79.25 704 | 87.75 705 | 84.39 703 | 66.43 700 | 77.08 702 | 77.22 707 | 66.90 690 | 72.16 694 | 75.32 697 | 71.56 693 | 85.89 712 | 82.15 706 | 70.11 695 | 74.99 707 | 79.34 705 | 53.61 700 | 86.40 711 | 84.53 710 | 71.29 700 | 72.11 706 |
|
| TCMNet-wrong-test |  | 76.74 705 | 91.47 715 | 89.31 706 | 97.64 716 | 97.35 717 | 94.87 713 | 92.51 714 | 69.78 696 | 65.29 685 | 63.44 686 | 71.10 691 | 65.66 685 | 51.44 675 | 85.29 712 | 74.70 706 | 56.06 693 | 20.22 677 | 83.11 709 | 82.39 707 | 95.02 718 | 88.18 711 |
|
| WAO-8 |  | 76.87 706 | 78.41 702 | 66.45 682 | 86.81 707 | 72.47 705 | 79.27 705 | 68.59 700 | 77.75 706 | 89.01 711 | 83.09 707 | 86.98 707 | 85.87 710 | 84.97 712 | 72.12 696 | 69.11 700 | 74.93 702 | 55.23 701 | 87.79 714 | 83.50 708 | 70.47 698 | 64.56 699 |
|
| Venus |  | 76.87 706 | 78.41 702 | 66.45 682 | 86.81 707 | 72.47 705 | 79.27 705 | 68.59 700 | 77.75 706 | 89.01 711 | 83.09 707 | 86.98 707 | 85.87 710 | 84.97 712 | 72.12 696 | 69.11 700 | 74.93 702 | 55.23 701 | 87.79 714 | 83.50 708 | 70.48 699 | 64.56 699 |
|
| HanzoNet |  | 77.61 708 | 81.11 709 | 82.83 700 | 77.82 696 | 69.15 702 | 75.25 698 | 69.06 702 | 73.49 702 | 77.84 700 | 82.19 706 | 82.80 703 | 85.42 707 | 86.67 714 | 85.99 713 | 73.64 704 | 85.24 714 | 68.38 708 | 81.71 703 | 75.47 704 | 71.98 702 | 66.24 702 |
|
| JetRed |  | 79.55 709 | 79.88 707 | 91.52 709 | 71.05 690 | 75.80 707 | 91.66 709 | 80.11 708 | 79.14 709 | 80.44 703 | 84.35 709 | 84.23 705 | 83.38 703 | 72.48 694 | 79.43 706 | 85.44 715 | 69.33 700 | 81.58 712 | 73.66 695 | 72.56 698 | 82.35 709 | 72.60 707 |
|
| Dean |  | 80.72 710 | 85.82 711 | 83.27 701 | 84.91 706 | 59.53 694 | 75.11 696 | 68.39 699 | 81.59 711 | 88.05 710 | 92.41 714 | 86.98 707 | 92.41 715 | 93.02 716 | 83.11 711 | 73.31 703 | 68.01 699 | 66.13 707 | 94.82 719 | 84.66 711 | 83.28 710 | 69.50 705 |
|
| RSGM-EC |  | 88.03 711 | 67.44 691 | 53.54 656 | 84.82 704 | 87.13 709 | 94.34 710 | 92.20 712 | 94.86 718 | 98.29 718 | 95.56 718 | 98.06 719 | 85.65 708 | 83.07 708 | 79.52 707 | 79.00 710 | 95.80 717 | 97.66 718 | 91.52 716 | 95.19 718 | 95.05 719 | 91.80 717 |
|
| acva |  | 88.03 711 | 67.44 691 | 53.54 656 | 84.82 704 | 87.13 709 | 94.34 710 | 92.20 712 | 94.86 718 | 98.29 718 | 95.56 718 | 98.06 719 | 85.65 708 | 83.07 708 | 79.52 707 | 79.00 710 | 95.80 717 | 97.66 718 | 91.52 716 | 95.19 718 | 95.05 719 | 91.80 717 |
|
| KSHMR |  | 88.54 713 | 93.03 716 | 83.31 702 | 95.54 714 | 91.74 714 | 82.37 708 | 83.41 710 | 84.43 712 | 81.99 705 | 87.89 711 | 84.05 704 | 91.94 714 | 81.33 704 | 76.34 703 | 81.76 713 | 96.44 720 | 96.14 717 | 96.69 721 | 97.12 720 | 92.52 717 | 92.67 719 |
|
| tt |  | 89.96 714 | 1.02 130 | 100.00 725 | 99.40 721 | 100.00 726 | 100.00 724 | 100.00 725 | 100.00 727 | 100.00 725 | 78.36 701 | 67.94 688 | 99.99 728 | 100.00 725 | 100.00 728 | 100.00 728 | 95.81 719 | 99.93 724 | 87.43 712 | 86.39 712 | 95.11 721 | 87.89 710 |
|
| xxxxx1 |  | 91.92 715 | 95.33 718 | 98.45 716 | 87.29 709 | 89.24 711 | 98.50 717 | 98.17 720 | 92.95 714 | 93.21 714 | 93.55 715 | 95.36 716 | 96.99 717 | 96.28 717 | 94.65 715 | 94.94 716 | 83.26 711 | 84.17 713 | 82.90 706 | 88.32 714 | 85.49 713 | 89.37 713 |
|
| tt_ll |  | 91.92 715 | 95.33 718 | 98.45 716 | 87.29 709 | 89.24 711 | 98.50 717 | 98.17 720 | 92.95 714 | 93.21 714 | 93.55 715 | 95.36 716 | 96.99 717 | 96.28 717 | 94.65 715 | 94.94 716 | 83.26 711 | 84.17 713 | 82.90 706 | 88.32 714 | 85.49 713 | 89.37 713 |
|
| ff |  | 91.92 715 | 95.33 718 | 98.45 716 | 87.29 709 | 89.24 711 | 98.50 717 | 98.17 720 | 92.95 714 | 93.21 714 | 93.55 715 | 95.36 716 | 96.99 717 | 96.28 717 | 94.65 715 | 94.94 716 | 83.26 711 | 84.17 713 | 82.90 706 | 88.32 714 | 85.49 713 | 89.37 713 |
|
| USTest |  | 93.52 718 | 90.92 714 | 77.74 697 | 87.90 712 | 92.63 715 | 100.00 724 | 100.00 725 | 99.79 724 | 99.80 722 | 99.21 723 | 99.52 722 | 98.03 720 | 99.15 722 | 89.52 714 | 99.31 723 | 90.37 715 | 98.47 720 | 84.34 710 | 87.43 713 | 84.58 712 | 91.71 716 |
|
| MADNet++ |  | 94.16 719 | 94.02 717 | 90.25 707 | 96.28 715 | 96.84 716 | 97.17 716 | 90.16 711 | 94.71 717 | 91.69 713 | 97.07 720 | 93.71 714 | 94.62 716 | 92.63 715 | 96.15 719 | 95.18 719 | 95.42 716 | 95.89 716 | 92.80 718 | 92.23 717 | 92.10 716 | 94.30 721 |
|
| PML |  | 99.19 720 | 100.00 727 | 98.08 715 | 99.28 720 | 99.53 721 | 100.00 724 | 99.73 723 | 98.24 720 | 99.44 721 | 100.00 727 | 99.57 723 | 98.76 722 | 99.84 723 | 100.00 728 | 98.88 722 | 100.00 724 | 99.54 721 | 100.00 725 | 99.50 723 | 99.90 724 | 93.55 720 |
|
| MEDIAN_ROB |  | 99.19 720 | 99.84 722 | 99.62 721 | 98.49 717 | 98.51 720 | 98.58 720 | 97.81 719 | 98.80 722 | 98.56 720 | 99.36 724 | 99.49 721 | 99.56 723 | 99.06 721 | 98.35 721 | 98.31 721 | 99.99 723 | 99.63 722 | 100.00 725 | 100.00 726 | 99.81 723 | 99.95 725 |
|
| HaxPig |  | 99.40 722 | 99.99 724 | 97.38 714 | 100.00 725 | 100.00 726 | 96.91 714 | 97.35 717 | 99.59 723 | 99.99 724 | 100.00 727 | 100.00 725 | 99.99 728 | 99.99 724 | 99.04 722 | 97.77 720 | 100.00 724 | 100.00 726 | 100.00 725 | 100.00 726 | 100.00 727 | 99.99 726 |
|
| Anonymous_1 |  | 99.65 723 | 99.95 723 | 99.93 723 | 99.80 722 | 99.60 722 | 100.00 724 | 100.00 725 | 99.82 726 | 99.98 723 | 99.62 725 | 99.94 724 | 99.75 725 | 100.00 725 | 99.66 723 | 99.88 724 | 98.45 722 | 99.84 723 | 98.73 722 | 99.26 722 | 99.41 722 | 99.36 722 |
|
| test_example2 |  | 99.68 724 | 99.99 724 | 99.99 724 | 100.00 725 | 99.99 725 | 99.86 723 | 99.99 724 | 98.29 721 | 100.00 725 | 100.00 727 | 100.00 725 | 98.15 721 | 98.39 720 | 99.98 725 | 99.98 725 | 100.00 724 | 99.99 725 | 99.40 723 | 99.53 724 | 100.00 727 | 100.00 727 |
|
| AVERAGE_ROB |  | 99.80 725 | 99.99 724 | 99.40 720 | 100.00 725 | 100.00 726 | 98.99 721 | 97.72 718 | 100.00 727 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 730 | 100.00 725 | 100.00 728 | 100.00 728 | 100.00 724 | 100.00 726 | 100.00 725 | 100.00 726 | 100.00 727 | 100.00 727 |
|
| DPSMNet_ROB |  | 99.95 726 | 100.00 727 | 100.00 725 | 100.00 725 | 100.00 726 | 100.00 724 | 100.00 725 | 100.00 727 | 100.00 725 | 99.15 722 | 100.00 725 | 99.96 726 | 100.00 725 | 99.99 726 | 99.99 726 | 100.00 724 | 100.00 726 | 100.00 725 | 100.00 726 | 100.00 727 | 100.00 727 |
|
| DGTPSM_ROB |  | 99.95 726 | 100.00 727 | 100.00 725 | 100.00 725 | 100.00 726 | 100.00 724 | 100.00 725 | 100.00 727 | 100.00 725 | 99.14 721 | 100.00 725 | 99.96 726 | 100.00 725 | 99.99 726 | 99.99 726 | 100.00 724 | 100.00 726 | 100.00 725 | 100.00 726 | 100.00 727 | 100.00 727 |
|
| iinet-test |  | 99.97 728 | 100.00 727 | 100.00 725 | 99.84 723 | 99.86 723 | 100.00 724 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 730 | 100.00 725 | 100.00 728 | 100.00 728 | 100.00 724 | 100.00 726 | 100.00 725 | 100.00 726 | 99.93 725 | 99.85 724 |
|
| IINet |  | 99.97 728 | 100.00 727 | 100.00 725 | 99.84 723 | 99.87 724 | 100.00 724 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 730 | 100.00 725 | 100.00 728 | 100.00 728 | 100.00 724 | 100.00 726 | 100.00 725 | 100.00 726 | 99.93 725 | 99.84 723 |
|
| fast-reg |  | 100.00 730 | 100.00 727 | 100.00 725 | 100.00 725 | 100.00 726 | 100.00 724 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 730 | 100.00 725 | 100.00 728 | 100.00 728 | 100.00 724 | 100.00 726 | 100.00 725 | 100.00 726 | 100.00 727 | 100.00 727 |
|
| Hybrid-DGEV |  | 100.00 730 | 100.00 727 | 100.00 725 | 100.00 725 | 100.00 726 | 100.00 724 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 730 | 100.00 725 | 100.00 728 | 100.00 728 | 100.00 724 | 100.00 726 | 100.00 725 | 100.00 726 | 100.00 727 | 100.00 727 |
|
| RAFT-FEzeroshot |  | 100.00 730 | 100.00 727 | 100.00 725 | 100.00 725 | 100.00 726 | 100.00 724 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 730 | 100.00 725 | 100.00 728 | 100.00 728 | 100.00 724 | 100.00 726 | 100.00 725 | 100.00 726 | 100.00 727 | 100.00 727 |
|
| RAFT-FE |  | 100.00 730 | 100.00 727 | 100.00 725 | 100.00 725 | 100.00 726 | 100.00 724 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 730 | 100.00 725 | 100.00 728 | 100.00 728 | 100.00 724 | 100.00 726 | 100.00 725 | 100.00 726 | 100.00 727 | 100.00 727 |
|
| FlowAnything |  | 100.00 730 | 100.00 727 | 100.00 725 | 100.00 725 | 100.00 726 | 100.00 724 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 730 | 100.00 725 | 100.00 728 | 100.00 728 | 100.00 724 | 100.00 726 | 100.00 725 | 100.00 726 | 100.00 727 | 100.00 727 |
|
| Selective-RAFT-Error |  | 100.00 730 | 100.00 727 | 100.00 725 | 100.00 725 | 100.00 726 | 100.00 724 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 730 | 100.00 725 | 100.00 728 | 100.00 728 | 100.00 724 | 100.00 726 | 100.00 725 | 100.00 726 | 100.00 727 | 100.00 727 |
|
| CasAABBNet |  | 100.00 730 | 100.00 727 | 100.00 725 | 100.00 725 | 100.00 726 | 100.00 724 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 730 | 100.00 725 | 100.00 728 | 100.00 728 | 100.00 724 | 100.00 726 | 100.00 725 | 100.00 726 | 100.00 727 | 100.00 727 |
|
| LSM0 |  | 100.00 730 | 100.00 727 | 100.00 725 | 100.00 725 | 100.00 726 | 100.00 724 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 730 | 100.00 725 | 100.00 728 | 100.00 728 | 100.00 724 | 100.00 726 | 100.00 725 | 100.00 726 | 100.00 727 | 100.00 727 |
|
| DPSM_ROB |  | 100.00 730 | 100.00 727 | 100.00 725 | 100.00 725 | 100.00 726 | 100.00 724 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 730 | 100.00 725 | 100.00 728 | 100.00 728 | 100.00 724 | 100.00 726 | 100.00 725 | 100.00 726 | 100.00 727 | 100.00 727 |
|
| DPSM |  | 100.00 730 | 100.00 727 | 100.00 725 | 100.00 725 | 100.00 726 | 100.00 724 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 727 | 100.00 725 | 100.00 730 | 100.00 725 | 100.00 728 | 100.00 728 | 100.00 724 | 100.00 726 | 100.00 725 | 100.00 726 | 100.00 727 | 100.00 727 |
|
| GS-Stereo |  | | | | | | | 1.50 165 | 8.60 154 | 4.56 134 | 2.71 118 | 2.61 62 | 1.86 95 | 2.25 113 | 3.50 42 | 1.15 108 | 0.00 1 | 0.07 264 | 0.00 1 | 0.39 530 | 0.22 244 | 0.15 247 |
|
| FSD |  | | | | | 5.31 520 | 8.20 347 | 12.18 580 | 12.39 234 | 7.98 231 | 7.94 249 | 7.35 196 | 9.35 295 | 7.17 343 | 10.94 286 | 8.86 458 | 5.58 637 | 2.77 640 | 5.46 631 | 4.09 636 | 5.17 615 | |
|
| ccccc |  | | 98.19 721 | | 100.00 725 | 100.00 726 | 99.32 722 | | 99.79 724 | | 99.63 726 | | 99.69 724 | | 99.95 724 | | 100.00 724 | 100.00 726 | 99.97 724 | 99.90 725 | 100.00 727 | |
|
| ASD4 |  | | 90.49 713 | | | | | | | | | | | | | | | | | | | |
|