| S2M2_XL |  | 0.93 1 | 0.78 55 | 3.42 49 | 1.97 11 | 0.27 16 | 0.44 1 | 0.01 1 | 1.71 1 | 0.99 6 | 1.17 24 | 2.70 68 | 1.74 82 | 1.21 65 | 1.17 1 | 1.00 91 | 0.00 1 | 0.01 42 | 0.01 245 | 0.00 1 | 0.02 10 | 0.02 16 |
| 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 27 | 0.89 1 | 0.74 5 | 0.08 2 | 2.33 118 | 1.03 57 | 1.87 3 | 0.49 10 | 0.01 140 | 0.05 200 | 0.00 1 | 0.00 1 | 0.03 46 | 0.03 49 |
|
| Foundation-i32 |  | 0.97 3 | 0.54 3 | 2.57 5 | 2.24 33 | 0.21 7 | 1.31 10 | 0.09 17 | 4.21 9 | 0.95 5 | 1.20 27 | 0.42 15 | 2.79 137 | 0.29 11 | 1.78 2 | 0.54 12 | 0.02 224 | 0.08 306 | 0.03 295 | 0.00 1 | 0.03 46 | 0.03 49 |
|
| BLMT-Stereo |  | 0.99 4 | 0.51 2 | 3.10 30 | 2.65 79 | 0.36 43 | 0.56 2 | 0.27 51 | 1.94 2 | 1.86 38 | 1.00 14 | 2.57 62 | 1.18 57 | 0.15 1 | 1.90 4 | 1.49 133 | 0.14 373 | 0.01 42 | 0.00 1 | 0.02 239 | 0.03 46 | 0.03 49 |
|
| PSi22b |  | 1.02 5 | 0.57 7 | 2.28 2 | 2.14 24 | 0.25 8 | 1.23 7 | 0.13 29 | 5.00 28 | 0.90 2 | 0.64 2 | 0.09 4 | 3.29 146 | 0.60 31 | 2.65 21 | 0.46 6 | 0.03 262 | 0.11 367 | 0.00 1 | 0.00 1 | 0.03 46 | 0.03 49 |
|
| DepthFocus |  | 1.04 6 | 0.68 34 | 3.33 44 | 1.97 11 | 0.42 60 | 1.27 9 | 0.87 107 | 2.04 3 | 1.22 8 | 0.66 4 | 1.71 48 | 1.75 84 | 0.90 50 | 3.46 42 | 0.44 3 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.01 1 | 0.04 79 |
|
| PipStereo |  | 1.06 7 | 0.57 7 | 2.29 3 | 2.16 25 | 0.26 10 | 1.22 6 | 0.10 23 | 5.28 34 | 0.91 3 | 0.64 2 | 0.09 4 | 3.41 147 | 0.88 48 | 2.66 22 | 0.46 6 | 0.02 224 | 0.10 346 | 0.00 1 | 0.00 1 | 0.03 46 | 0.04 79 |
|
| mm1 |  | 1.12 8 | 0.62 17 | 2.88 12 | 1.99 14 | 0.33 36 | 1.31 10 | 0.01 1 | 4.21 9 | 2.56 57 | 1.17 24 | 0.47 18 | 2.11 109 | 0.28 8 | 3.83 56 | 0.54 12 | 0.01 140 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| LACA1 |  | 1.12 8 | 0.73 40 | 2.61 6 | 1.25 2 | 0.59 99 | 2.50 37 | 0.45 66 | 4.45 12 | 0.93 4 | 1.64 59 | 0.22 9 | 0.47 27 | 1.78 96 | 4.39 73 | 0.36 2 | 0.00 1 | 0.03 140 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| mm2 |  | 1.15 10 | 0.62 17 | 2.88 12 | 1.99 14 | 0.33 36 | 1.31 10 | 0.01 1 | 4.81 20 | 2.56 57 | 1.17 24 | 0.47 18 | 2.11 109 | 0.28 8 | 3.83 56 | 0.54 12 | 0.01 140 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| LACA2 |  | 1.22 11 | 1.14 171 | 4.34 111 | 1.32 3 | 0.20 5 | 3.03 57 | 0.14 31 | 5.79 50 | 1.12 7 | 1.06 18 | 0.67 25 | 0.56 32 | 0.80 44 | 3.67 52 | 0.44 3 | 0.00 1 | 0.03 140 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 4 |
|
| derf |  | 1.23 12 | 0.58 10 | 3.00 21 | 2.94 111 | 0.35 39 | 1.60 15 | 0.09 17 | 4.56 14 | 3.52 113 | 1.15 23 | 0.33 11 | 1.14 56 | 0.25 5 | 4.24 68 | 0.48 8 | 0.01 140 | 0.07 268 | 0.00 1 | 0.25 479 | 0.02 10 | 0.02 16 |
|
| LGCAT |  | 1.26 13 | 0.62 17 | 2.91 17 | 2.64 78 | 0.31 25 | 1.47 13 | 0.01 1 | 2.88 5 | 1.65 28 | 1.31 33 | 0.45 16 | 1.79 90 | 1.38 75 | 5.91 106 | 0.85 58 | 0.10 353 | 0.42 546 | 0.00 1 | 0.00 1 | 0.01 1 | 0.44 418 |
|
| FoundationStereo |  | 1.26 13 | 0.73 40 | 2.84 11 | 2.65 79 | 0.58 96 | 2.31 30 | 0.61 80 | 3.40 7 | 1.57 21 | 1.89 76 | 0.09 4 | 2.61 127 | 2.90 142 | 2.37 17 | 0.60 20 | 0.04 283 | 0.04 162 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 49 |
|
| MonSter++ |  | 1.28 15 | 0.63 22 | 2.88 12 | 2.00 16 | 0.32 27 | 2.14 26 | 0.01 1 | 4.86 25 | 2.56 57 | 1.63 57 | 0.45 16 | 2.17 112 | 1.25 67 | 3.81 55 | 0.84 56 | 0.01 140 | 0.02 100 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 16 |
|
| GeoVLM |  | 1.29 16 | 0.62 17 | 2.88 12 | 2.04 17 | 0.32 27 | 2.13 24 | 0.01 1 | 4.81 20 | 2.57 62 | 1.67 60 | 0.50 21 | 2.09 108 | 1.29 69 | 3.91 59 | 0.85 58 | 0.01 140 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| LiteMatch* |   | 1.32 17 | 0.85 85 | 4.93 140 | 2.28 41 | 0.28 19 | 2.07 23 | 0.03 9 | 4.90 26 | 2.57 62 | 1.39 43 | 0.67 25 | 1.58 75 | 0.52 25 | 3.52 46 | 0.69 34 | 0.01 140 | 0.01 42 | 0.00 1 | 0.00 1 | 0.04 69 | 0.06 124 |
|
| HiDET |  | 1.32 17 | 0.56 6 | 3.12 33 | 2.54 70 | 0.43 67 | 1.92 20 | 0.02 8 | 5.70 42 | 2.72 72 | 1.35 35 | 0.52 22 | 1.27 61 | 0.97 53 | 4.05 61 | 1.19 115 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 16 |
|
| testmc14 |  | 1.36 19 | 0.57 7 | 3.06 26 | 2.59 75 | 0.35 39 | 3.43 78 | 0.73 92 | 3.49 8 | 1.80 35 | 1.39 43 | 2.52 59 | 2.65 132 | 1.41 77 | 2.18 10 | 0.93 72 | 0.00 1 | 0.02 100 | 0.00 1 | 0.02 239 | 0.03 46 | 0.10 174 |
|
| qqai |  | 1.38 20 | 0.60 15 | 3.39 48 | 2.92 108 | 0.35 39 | 1.60 15 | 0.11 26 | 5.17 29 | 3.33 107 | 1.10 19 | 0.34 12 | 3.06 142 | 0.27 6 | 4.38 72 | 0.57 16 | 0.02 224 | 0.06 239 | 0.00 1 | 0.28 495 | 0.02 10 | 0.03 49 |
|
| LACA3 |  | 1.38 20 | 0.90 107 | 2.71 8 | 1.21 1 | 0.85 157 | 2.34 32 | 1.64 195 | 4.58 15 | 1.22 8 | 1.13 21 | 0.63 24 | 0.64 39 | 0.61 33 | 8.78 202 | 0.31 1 | 0.01 140 | 0.01 42 | 0.00 1 | 0.00 1 | 0.03 46 | 0.00 1 |
|
| PointNet |  | 1.43 22 | 0.63 22 | 3.11 31 | 2.08 20 | 0.29 23 | 2.64 41 | 0.19 43 | 5.26 30 | 3.30 106 | 1.94 77 | 0.68 27 | 2.46 122 | 0.28 8 | 4.68 83 | 0.83 50 | 0.01 140 | 0.09 325 | 0.00 1 | 0.02 239 | 0.02 10 | 0.03 49 |
|
| BridgeDepth_RVC |   | 1.46 23 | 0.72 38 | 2.76 9 | 1.47 5 | 0.75 143 | 4.05 104 | 0.01 1 | 5.97 56 | 1.58 25 | 1.29 32 | 1.19 37 | 1.02 51 | 2.98 144 | 3.52 46 | 0.87 64 | 0.79 553 | 0.08 306 | 0.12 422 | 0.05 319 | 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 24 | 0.65 31 | 3.04 25 | 2.52 66 | 0.79 148 | 3.11 61 | 0.16 37 | 6.26 69 | 1.80 35 | 0.84 7 | 0.10 8 | 1.51 70 | 0.65 37 | 7.44 151 | 0.53 11 | 0.02 224 | 0.09 325 | 0.00 1 | 0.03 266 | 0.03 46 | 0.02 16 |
|
| LGtest1 |  | 1.48 24 | 0.75 45 | 4.03 89 | 2.33 49 | 0.65 114 | 3.02 56 | 0.11 26 | 6.12 64 | 1.51 17 | 1.41 45 | 1.48 42 | 0.65 40 | 0.93 52 | 5.60 96 | 0.81 46 | 0.03 262 | 0.12 380 | 0.00 1 | 0.00 1 | 0.10 168 | 0.04 79 |
|
| depth_test_26 |  | 1.49 26 | 0.71 37 | 3.27 39 | 2.28 41 | 0.49 77 | 1.24 8 | 0.09 17 | 3.12 6 | 2.29 48 | 0.41 1 | 7.44 202 | 2.01 103 | 1.14 62 | 4.48 79 | 0.61 23 | 0.01 140 | 0.05 200 | 0.00 1 | 0.03 266 | 0.03 46 | 0.12 202 |
|
| MCSU-Stereo |  | 1.49 26 | 0.54 3 | 3.20 36 | 2.50 65 | 0.27 16 | 5.06 197 | 0.88 108 | 4.77 19 | 2.16 45 | 0.79 6 | 1.51 44 | 2.62 129 | 1.13 61 | 3.37 39 | 0.97 80 | 0.00 1 | 0.01 42 | 0.00 1 | 0.03 266 | 0.02 10 | 0.03 49 |
|
| MSE-Stereo |  | 1.49 26 | 0.75 45 | 3.35 45 | 2.32 46 | 1.32 225 | 3.23 67 | 0.68 84 | 5.27 31 | 2.97 89 | 1.47 48 | 0.87 29 | 1.67 77 | 0.35 12 | 4.46 77 | 0.75 40 | 0.03 262 | 0.15 420 | 0.00 1 | 0.00 1 | 0.06 91 | 0.04 79 |
|
| CSFM-Stereo |  | 1.49 26 | 0.59 12 | 3.11 31 | 2.47 61 | 0.31 25 | 3.07 58 | 0.15 35 | 6.28 75 | 2.36 53 | 2.48 108 | 1.08 33 | 1.50 69 | 1.10 59 | 4.29 71 | 0.89 65 | 0.02 224 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 49 |
|
| MLG-Stereo_test1 |  | 1.51 30 | 0.65 31 | 3.00 21 | 2.47 61 | 2.46 346 | 2.84 50 | 0.16 37 | 5.64 40 | 1.77 33 | 0.98 13 | 0.09 4 | 1.53 71 | 0.52 25 | 7.44 151 | 0.56 15 | 0.02 224 | 0.09 325 | 0.00 1 | 0.03 266 | 0.03 46 | 0.02 16 |
|
| MGA |  | 1.52 31 | 0.75 45 | 3.13 34 | 2.32 46 | 1.59 259 | 3.94 98 | 0.86 105 | 4.84 22 | 2.96 88 | 1.47 48 | 1.42 41 | 1.41 65 | 0.19 4 | 4.46 77 | 0.75 40 | 0.03 262 | 0.15 420 | 0.00 1 | 0.00 1 | 0.06 91 | 0.04 79 |
|
| 252Zero-FE |  | 1.52 31 | 0.84 78 | 3.49 55 | 2.85 100 | 0.54 89 | 1.97 22 | 0.08 14 | 6.14 65 | 4.11 124 | 1.76 69 | 3.45 86 | 0.16 1 | 0.27 6 | 3.61 50 | 0.82 48 | 0.01 140 | 0.10 346 | 0.08 374 | 0.04 291 | 0.04 69 | 0.03 49 |
|
| MLG-Stereo_test2 |  | 1.52 31 | 0.64 25 | 2.81 10 | 2.52 66 | 1.79 286 | 2.76 47 | 0.16 37 | 4.70 17 | 1.80 35 | 1.75 67 | 0.08 2 | 3.21 145 | 0.17 3 | 7.28 143 | 0.64 24 | 0.02 224 | 0.11 367 | 0.00 1 | 0.00 1 | 0.04 69 | 0.03 49 |
|
| CAR |  | 1.55 34 | 0.76 50 | 3.35 45 | 2.32 46 | 1.32 225 | 3.23 67 | 0.68 84 | 5.27 31 | 2.97 89 | 2.35 103 | 0.87 29 | 1.67 77 | 0.35 12 | 4.80 85 | 0.84 56 | 0.03 262 | 0.16 431 | 0.00 1 | 0.00 1 | 0.06 91 | 0.04 79 |
|
| MLG-Stereo_test3 |  | 1.57 35 | 0.69 36 | 3.82 74 | 2.19 29 | 1.34 233 | 3.92 97 | 0.25 49 | 5.89 54 | 1.27 11 | 0.91 11 | 1.07 32 | 1.99 102 | 0.64 36 | 6.09 110 | 1.10 101 | 0.03 262 | 0.09 325 | 0.00 1 | 0.00 1 | 0.05 84 | 0.04 79 |
|
| dual_stereo |  | 1.57 35 | 0.64 25 | 2.56 4 | 2.33 49 | 0.47 71 | 2.62 39 | 0.08 14 | 4.85 23 | 1.95 41 | 1.01 16 | 0.69 28 | 1.90 98 | 0.61 33 | 10.34 262 | 0.96 78 | 0.01 140 | 0.20 457 | 0.00 1 | 0.18 428 | 0.01 1 | 0.03 49 |
|
| Pro-Stereo |  | 1.58 37 | 0.49 1 | 3.02 24 | 2.86 101 | 0.49 77 | 5.49 221 | 0.77 97 | 2.05 4 | 1.90 40 | 1.48 50 | 1.19 37 | 1.46 66 | 0.15 1 | 8.09 174 | 1.54 137 | 0.16 385 | 0.03 140 | 0.00 1 | 0.30 506 | 0.04 69 | 0.02 16 |
|
| BridgeDepth |   | 1.59 38 | 0.74 42 | 2.65 7 | 1.86 7 | 0.15 3 | 6.66 309 | 0.05 11 | 5.75 44 | 2.52 55 | 1.38 42 | 0.38 13 | 1.98 100 | 2.79 140 | 4.44 76 | 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 38 | 0.87 91 | 4.31 108 | 2.54 70 | 0.69 121 | 2.76 47 | 0.44 64 | 6.85 94 | 1.57 21 | 1.59 54 | 0.39 14 | 0.39 24 | 0.52 25 | 7.85 165 | 0.82 48 | 0.04 283 | 0.12 380 | 0.00 1 | 0.00 1 | 0.03 46 | 0.02 16 |
|
| LG-Stereo_L1 |  | 1.59 38 | 0.89 98 | 4.07 95 | 2.55 72 | 0.95 175 | 2.93 52 | 0.50 70 | 6.75 89 | 1.54 18 | 1.32 34 | 0.24 10 | 0.50 29 | 0.59 30 | 7.91 166 | 0.85 58 | 0.04 283 | 0.12 380 | 0.01 245 | 0.00 1 | 0.03 46 | 0.02 16 |
|
| Test_v1 |  | 1.60 41 | 0.76 50 | 3.26 38 | 2.18 27 | 1.25 213 | 2.17 27 | 0.16 37 | 7.01 97 | 3.12 95 | 1.44 46 | 2.91 71 | 1.49 68 | 1.02 56 | 4.48 79 | 0.68 30 | 0.01 140 | 0.04 162 | 0.00 1 | 0.00 1 | 0.03 46 | 0.04 79 |
|
| Wavelet-MonSter |  | 1.61 42 | 0.84 78 | 4.03 89 | 2.47 61 | 2.55 352 | 2.93 52 | 0.03 9 | 4.71 18 | 1.40 14 | 1.96 78 | 4.34 110 | 0.34 21 | 0.83 47 | 4.87 88 | 0.90 66 | 0.00 1 | 0.03 140 | 0.02 275 | 0.00 1 | 0.02 10 | 0.03 49 |
|
| MatchStereo |   | 1.70 43 | 0.88 93 | 3.85 75 | 2.11 22 | 0.14 1 | 2.35 33 | 0.33 56 | 5.87 52 | 4.80 142 | 0.90 10 | 4.35 112 | 0.81 47 | 1.32 70 | 4.93 89 | 1.30 120 | 0.01 140 | 0.05 200 | 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 43 | 0.59 12 | 2.97 20 | 1.86 7 | 0.58 96 | 1.95 21 | 0.09 17 | 6.27 71 | 7.21 217 | 1.23 29 | 1.48 42 | 1.25 60 | 1.34 71 | 6.03 108 | 1.05 99 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| MonSter |  | 1.74 45 | 0.74 42 | 3.64 60 | 2.27 36 | 1.62 263 | 6.01 278 | 0.13 29 | 6.02 57 | 2.88 84 | 1.35 35 | 2.11 51 | 0.30 14 | 0.36 14 | 6.50 119 | 0.83 50 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 239 | 0.02 10 | 0.02 16 |
|
| monster-pro |  | 1.75 46 | 0.74 42 | 3.64 60 | 2.27 36 | 1.62 263 | 5.99 273 | 0.14 31 | 6.02 57 | 2.87 82 | 1.35 35 | 2.11 51 | 0.30 14 | 0.36 14 | 6.78 132 | 0.83 50 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 239 | 0.02 10 | 0.02 16 |
|
| Monster-pub-eth3d |  | 1.75 46 | 0.75 45 | 3.64 60 | 2.27 36 | 1.62 263 | 6.02 281 | 0.14 31 | 6.02 57 | 2.87 82 | 1.35 35 | 2.11 51 | 0.30 14 | 0.36 14 | 6.59 122 | 0.83 50 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 239 | 0.02 10 | 0.02 16 |
|
| MonStereo |  | 1.76 48 | 0.75 45 | 3.64 60 | 2.27 36 | 1.61 262 | 6.04 282 | 0.14 31 | 6.02 57 | 2.88 84 | 1.35 35 | 2.11 51 | 0.30 14 | 0.36 14 | 6.84 133 | 0.83 50 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 197 | 0.02 10 | 0.02 16 |
|
| 4.5_new |  | 1.82 49 | 0.79 60 | 3.44 51 | 2.35 51 | 1.84 289 | 5.69 250 | 1.28 139 | 5.59 38 | 2.60 64 | 3.74 156 | 3.37 81 | 0.43 25 | 0.97 53 | 3.16 37 | 0.98 81 | 0.01 140 | 0.01 42 | 0.00 1 | 0.00 1 | 0.07 116 | 0.16 259 |
|
| 4.5w-stereo |  | 1.83 50 | 0.79 60 | 3.45 53 | 2.35 51 | 1.84 289 | 5.69 250 | 1.29 142 | 5.59 38 | 2.60 64 | 3.75 157 | 3.37 81 | 0.43 25 | 0.97 53 | 3.16 37 | 0.98 81 | 0.01 140 | 0.01 42 | 0.00 1 | 0.00 1 | 0.07 116 | 0.16 259 |
|
| Monster-pub-mixall |  | 1.84 51 | 0.85 85 | 3.45 53 | 2.27 36 | 0.94 174 | 2.43 35 | 0.54 75 | 6.32 76 | 2.65 69 | 3.04 136 | 3.56 87 | 0.38 23 | 0.49 22 | 8.93 212 | 0.74 38 | 0.01 140 | 0.06 239 | 0.00 1 | 0.00 1 | 0.04 69 | 0.04 79 |
|
| IGEV |   | 1.86 52 | 0.58 10 | 3.90 80 | 2.40 55 | 3.49 412 | 4.20 111 | 0.97 116 | 7.16 102 | 3.22 97 | 2.00 85 | 4.16 104 | 0.26 11 | 0.62 35 | 3.40 41 | 0.65 27 | 0.03 262 | 0.09 325 | 0.00 1 | 0.00 1 | 0.03 46 | 0.02 16 |
|
| SGD-Stereo |  | 1.88 53 | 0.76 50 | 3.80 72 | 2.37 53 | 0.33 36 | 3.48 80 | 0.93 113 | 6.52 81 | 2.22 47 | 3.84 161 | 1.08 33 | 1.78 86 | 1.34 71 | 8.32 178 | 0.70 35 | 0.09 347 | 0.01 42 | 0.00 1 | 0.00 1 | 0.06 91 | 0.03 49 |
|
| GEAStereo |  | 1.94 54 | 0.95 114 | 3.61 57 | 3.84 209 | 0.64 110 | 4.39 123 | 1.50 165 | 8.01 131 | 2.33 51 | 2.24 95 | 2.61 64 | 1.19 58 | 2.25 115 | 3.50 43 | 1.15 110 | 0.01 140 | 0.06 239 | 0.05 328 | 0.00 1 | 0.22 248 | 0.14 230 |
|
| 4.25_new |  | 1.94 54 | 0.81 64 | 3.74 66 | 2.82 93 | 2.69 362 | 4.37 119 | 2.37 301 | 5.76 45 | 2.78 76 | 1.99 82 | 3.60 88 | 0.23 4 | 2.40 126 | 4.13 62 | 0.99 83 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| 4.5w_new |  | 1.94 54 | 0.81 64 | 3.74 66 | 2.82 93 | 2.69 362 | 4.37 119 | 2.37 301 | 5.76 45 | 2.78 76 | 1.99 82 | 3.60 88 | 0.23 4 | 2.40 126 | 4.13 62 | 0.99 83 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| 4.25w-stereo |  | 1.94 54 | 0.81 64 | 3.74 66 | 2.82 93 | 2.69 362 | 4.37 119 | 2.37 301 | 5.76 45 | 2.78 76 | 1.99 82 | 3.60 88 | 0.23 4 | 2.40 126 | 4.13 62 | 0.99 83 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| asda |  | 1.95 58 | 0.81 64 | 4.14 103 | 2.66 82 | 1.93 306 | 3.30 73 | 0.86 105 | 5.92 55 | 3.10 94 | 2.41 105 | 3.10 73 | 0.63 37 | 2.99 145 | 5.57 95 | 1.48 132 | 0.02 224 | 0.01 42 | 0.00 1 | 0.00 1 | 0.07 116 | 0.07 141 |
|
| 4w-stereo |  | 2.03 59 | 0.98 122 | 4.12 101 | 2.31 45 | 1.96 307 | 3.70 91 | 0.61 80 | 6.37 78 | 2.37 54 | 2.10 90 | 4.19 105 | 0.33 19 | 3.33 158 | 7.03 136 | 1.12 104 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 46 | 0.08 156 |
|
| LiteMatch |  | 2.05 60 | 1.75 388 | 2.89 16 | 3.57 183 | 0.63 108 | 2.13 24 | 1.54 176 | 4.85 23 | 2.56 57 | 1.63 57 | 0.47 18 | 2.13 111 | 4.42 203 | 3.83 56 | 7.98 443 | 0.00 1 | 0.04 162 | 0.00 1 | 0.00 1 | 0.29 308 | 0.31 374 |
|
| asd |  | 2.06 61 | 0.78 55 | 3.85 75 | 2.45 58 | 2.18 325 | 3.99 101 | 0.35 57 | 6.94 95 | 2.60 64 | 2.99 133 | 2.79 69 | 0.52 30 | 2.27 120 | 8.33 179 | 0.93 72 | 0.02 224 | 0.01 42 | 0.00 1 | 0.00 1 | 0.07 116 | 0.11 192 |
|
| S2M2_L |  | 2.06 61 | 1.28 216 | 4.05 94 | 3.20 136 | 1.14 202 | 2.31 30 | 0.06 12 | 6.26 69 | 6.67 198 | 1.75 67 | 4.48 119 | 4.47 178 | 0.81 45 | 2.36 16 | 1.52 136 | 0.25 437 | 0.10 346 | 0.03 295 | 0.00 1 | 0.49 420 | 0.03 49 |
| 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 63 | 1.04 138 | 5.75 213 | 2.56 74 | 0.65 114 | 2.75 45 | 1.75 228 | 8.35 149 | 1.65 28 | 2.30 101 | 3.44 85 | 1.73 81 | 3.12 148 | 5.03 91 | 1.14 109 | 0.00 1 | 0.00 1 | 0.00 1 | 0.26 485 | 0.09 144 | 0.11 192 |
|
| Anonymus |   | 2.10 64 | 1.12 166 | 3.31 43 | 3.49 169 | 0.52 86 | 2.37 34 | 0.28 52 | 5.87 52 | 2.72 72 | 2.59 112 | 1.68 47 | 4.85 191 | 1.81 100 | 8.52 185 | 2.63 239 | 0.10 353 | 0.04 162 | 0.00 1 | 0.00 1 | 0.04 69 | 0.13 219 |
|
| 2.5w |  | 2.10 64 | 0.78 55 | 4.30 107 | 2.96 116 | 1.85 292 | 3.22 66 | 2.25 292 | 6.05 62 | 2.69 70 | 1.80 72 | 5.44 162 | 0.23 4 | 2.01 105 | 7.36 147 | 1.01 94 | 0.01 140 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 124 |
|
| 2.75w_new |  | 2.10 64 | 0.82 68 | 3.93 83 | 2.18 27 | 1.44 241 | 3.52 84 | 2.30 296 | 5.52 36 | 2.91 87 | 4.14 175 | 3.93 100 | 0.27 12 | 2.38 123 | 6.17 112 | 2.32 214 | 0.01 140 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 124 |
|
| GCAP-Stereo-DPT-24K |  | 2.12 67 | 0.85 85 | 4.64 122 | 2.77 91 | 1.97 309 | 3.66 90 | 1.64 195 | 8.33 148 | 3.33 107 | 1.46 47 | 3.30 78 | 0.63 37 | 4.15 192 | 2.05 9 | 0.67 29 | 0.02 224 | 0.17 436 | 0.00 1 | 0.43 548 | 0.26 286 | 2.07 571 |
|
| LG-G_1 |  | 2.14 68 | 0.64 25 | 4.04 91 | 3.18 134 | 0.37 45 | 11.00 399 | 0.60 78 | 6.27 71 | 1.55 19 | 1.28 30 | 1.15 35 | 1.34 63 | 2.14 110 | 8.08 172 | 0.99 83 | 0.04 283 | 0.12 380 | 0.00 1 | 0.00 1 | 0.06 91 | 0.03 49 |
|
| LG-G |  | 2.14 68 | 0.64 25 | 4.04 91 | 3.18 134 | 0.37 45 | 11.00 399 | 0.60 78 | 6.27 71 | 1.55 19 | 1.28 30 | 1.15 35 | 1.34 63 | 2.14 110 | 8.08 172 | 0.99 83 | 0.04 283 | 0.12 380 | 0.00 1 | 0.00 1 | 0.06 91 | 0.03 49 |
|
| aanet-new-28k |  | 2.16 70 | 1.14 171 | 7.58 299 | 2.96 116 | 0.49 77 | 4.51 132 | 1.81 247 | 6.35 77 | 2.32 50 | 1.74 66 | 4.46 117 | 1.54 72 | 4.71 234 | 2.29 13 | 0.81 46 | 0.00 1 | 0.04 162 | 0.00 1 | 0.29 499 | 0.07 116 | 0.08 156 |
|
| GSStereo |  | 2.16 70 | 0.95 114 | 3.61 57 | 4.08 222 | 0.64 110 | 4.39 123 | 1.50 165 | 8.60 156 | 4.56 136 | 2.71 120 | 2.61 64 | 1.86 95 | 2.25 115 | 3.50 43 | 1.15 110 | 0.00 1 | 0.07 268 | 0.00 1 | 0.39 537 | 0.22 248 | 0.15 250 |
|
| GREAT-IGEV |   | 2.18 72 | 1.15 177 | 4.04 91 | 2.89 105 | 0.69 121 | 2.95 54 | 0.20 44 | 5.82 51 | 5.88 180 | 0.92 12 | 5.07 151 | 1.08 53 | 1.46 80 | 9.60 237 | 0.86 63 | 0.00 1 | 0.13 396 | 0.00 1 | 0.24 473 | 0.14 199 | 0.46 425 |
| 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 73 | 0.82 68 | 4.90 138 | 3.27 145 | 2.91 380 | 3.54 87 | 0.70 88 | 5.30 35 | 3.05 93 | 1.73 65 | 3.31 79 | 0.49 28 | 1.60 83 | 10.91 292 | 0.96 78 | 0.03 262 | 0.11 367 | 0.00 1 | 0.23 463 | 0.04 69 | 0.03 49 |
|
| IGEV-Stereo++ |  | 2.20 73 | 0.79 60 | 3.67 64 | 3.72 197 | 3.17 393 | 3.39 75 | 0.10 23 | 8.37 151 | 3.77 118 | 2.11 91 | 4.25 108 | 2.01 103 | 4.78 241 | 2.96 30 | 0.59 18 | 0.01 140 | 0.02 100 | 0.08 374 | 0.00 1 | 0.06 91 | 0.05 109 |
|
| monsters |  | 2.21 75 | 1.25 208 | 4.09 97 | 3.59 185 | 4.35 468 | 2.20 29 | 0.18 42 | 8.31 147 | 2.84 81 | 4.11 173 | 2.86 70 | 0.20 2 | 0.76 40 | 8.41 181 | 0.95 77 | 0.01 140 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.01 4 |
|
| DEFOM-Stereo |  | 2.21 75 | 0.88 93 | 3.63 59 | 3.42 159 | 0.89 164 | 13.14 440 | 0.83 102 | 4.68 16 | 1.96 42 | 2.72 122 | 1.66 46 | 0.59 33 | 0.54 28 | 8.53 186 | 0.68 30 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| aanet-new-34k |  | 2.22 77 | 1.33 235 | 6.99 273 | 2.55 72 | 0.37 45 | 2.69 42 | 1.58 183 | 8.25 144 | 2.14 44 | 1.11 20 | 5.28 155 | 2.45 121 | 6.42 318 | 2.04 8 | 0.80 43 | 0.00 1 | 0.08 306 | 0.03 295 | 0.02 239 | 0.07 116 | 0.20 298 |
|
| aanet-new-16k |  | 2.22 77 | 1.02 132 | 5.90 220 | 3.73 198 | 0.42 60 | 3.84 95 | 1.65 197 | 7.64 119 | 2.53 56 | 1.54 52 | 4.47 118 | 2.61 127 | 4.68 228 | 2.97 31 | 1.19 115 | 0.00 1 | 0.04 162 | 0.00 1 | 0.03 266 | 0.07 116 | 0.10 174 |
|
| 3.25w_new |  | 2.24 79 | 0.88 93 | 3.97 85 | 2.28 41 | 1.34 233 | 6.00 275 | 1.19 131 | 6.56 82 | 3.26 102 | 3.90 164 | 3.77 93 | 0.62 34 | 2.46 130 | 7.46 154 | 0.99 83 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.06 91 | 0.06 124 |
|
| 3.25w |  | 2.24 79 | 0.88 93 | 3.97 85 | 2.28 41 | 1.34 233 | 6.01 278 | 1.19 131 | 6.56 82 | 3.26 102 | 3.90 164 | 3.77 93 | 0.62 34 | 2.46 130 | 7.44 151 | 0.99 83 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.06 91 | 0.06 124 |
|
| aanet-new-40k |  | 2.30 81 | 1.29 220 | 8.15 333 | 2.62 77 | 2.23 328 | 5.47 220 | 1.80 243 | 6.79 91 | 1.59 26 | 1.14 22 | 4.71 130 | 1.12 55 | 5.55 275 | 2.35 15 | 0.85 58 | 0.00 1 | 0.06 239 | 0.02 275 | 0.04 291 | 0.04 69 | 0.18 278 |
|
| aanet-new-24k |  | 2.30 81 | 1.22 194 | 5.12 153 | 2.70 85 | 1.53 252 | 5.69 250 | 1.70 207 | 6.27 71 | 1.48 16 | 2.45 107 | 5.91 176 | 2.25 115 | 4.48 212 | 3.69 53 | 1.10 101 | 0.00 1 | 0.03 140 | 0.01 245 | 0.25 479 | 0.11 179 | 0.02 16 |
|
| aanet-new-12k |  | 2.30 81 | 0.79 60 | 8.45 350 | 4.28 249 | 0.45 69 | 4.57 137 | 1.75 228 | 8.28 146 | 2.63 68 | 2.70 119 | 1.35 40 | 1.74 82 | 4.57 221 | 3.03 32 | 1.10 101 | 0.01 140 | 0.03 140 | 0.07 363 | 0.01 197 | 0.12 185 | 0.06 124 |
|
| qwe |  | 2.30 81 | 0.82 68 | 3.76 70 | 2.60 76 | 2.75 368 | 4.59 141 | 0.28 52 | 6.62 85 | 2.90 86 | 4.62 188 | 4.62 126 | 0.55 31 | 0.89 49 | 8.78 202 | 2.09 196 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.07 116 | 0.14 230 |
|
| StereoAnything_RVC |  | 2.31 85 | 11.20 631 | 4.65 123 | 2.23 31 | 0.14 1 | 1.49 14 | 0.17 41 | 4.50 13 | 1.24 10 | 1.03 17 | 0.06 1 | 0.20 2 | 3.60 173 | 8.05 170 | 0.59 18 | 0.02 224 | 0.11 367 | 0.00 1 | 0.00 1 | 6.97 633 | 0.03 49 |
|
| aanet-new-32k |  | 2.32 86 | 1.33 235 | 5.55 197 | 2.88 102 | 1.83 287 | 5.87 266 | 1.73 221 | 7.45 110 | 1.37 12 | 1.71 62 | 4.22 106 | 2.66 133 | 6.13 302 | 2.81 26 | 0.64 24 | 0.00 1 | 0.12 380 | 0.00 1 | 0.00 1 | 0.08 133 | 0.09 162 |
|
| aanet-new-30k |  | 2.32 86 | 1.33 235 | 5.55 197 | 2.88 102 | 1.83 287 | 5.87 266 | 1.73 221 | 7.45 110 | 1.37 12 | 1.71 62 | 4.22 106 | 2.66 133 | 6.13 302 | 2.81 26 | 0.64 24 | 0.00 1 | 0.12 380 | 0.00 1 | 0.00 1 | 0.08 133 | 0.09 162 |
|
| 3.75w |  | 2.32 86 | 0.89 98 | 3.85 75 | 2.45 58 | 3.23 398 | 8.15 346 | 1.42 156 | 5.77 48 | 2.79 79 | 2.60 113 | 4.64 127 | 0.31 18 | 2.77 139 | 6.56 121 | 0.94 74 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.06 91 | 0.05 109 |
|
| RAStereo |  | 2.32 86 | 1.08 151 | 6.36 243 | 3.73 198 | 1.39 240 | 1.81 19 | 0.12 28 | 7.70 121 | 7.44 225 | 2.27 98 | 3.94 101 | 3.43 148 | 0.81 45 | 3.55 48 | 2.47 227 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 308 | 0.07 141 |
|
| 2.25w |  | 2.37 90 | 0.87 91 | 4.69 126 | 2.52 66 | 1.76 281 | 3.53 85 | 0.41 60 | 6.10 63 | 2.56 57 | 3.93 168 | 6.70 185 | 0.35 22 | 2.47 132 | 8.53 186 | 2.97 260 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| 2w_stereo |  | 2.37 90 | 0.83 72 | 4.12 101 | 2.73 86 | 1.22 211 | 4.67 148 | 3.90 377 | 6.98 96 | 3.62 114 | 3.48 148 | 5.01 146 | 0.24 8 | 4.36 199 | 4.43 75 | 1.70 155 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 49 |
|
| WQFJA1++ |  | 2.38 92 | 0.59 12 | 4.21 106 | 2.66 82 | 1.85 292 | 2.47 36 | 0.29 55 | 7.02 98 | 2.10 43 | 3.41 147 | 2.43 58 | 0.68 42 | 1.63 86 | 7.27 142 | 1.00 91 | 0.01 140 | 0.05 200 | 0.01 245 | 0.01 197 | 9.83 649 | 0.09 162 |
|
| DispViT+ |  | 2.39 93 | 0.66 33 | 3.18 35 | 1.32 3 | 5.13 514 | 2.80 49 | 0.09 17 | 12.73 252 | 6.26 189 | 1.59 54 | 1.01 31 | 0.71 43 | 1.06 58 | 9.26 227 | 1.35 125 | 0.62 529 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 46 | 0.02 16 |
|
| gasm-f |  | 2.39 93 | 0.96 119 | 3.77 71 | 3.84 209 | 0.50 80 | 4.50 130 | 2.54 316 | 8.01 131 | 2.33 51 | 2.24 95 | 5.92 177 | 1.19 58 | 4.05 187 | 6.12 111 | 1.31 122 | 0.01 140 | 0.06 239 | 0.05 328 | 0.00 1 | 0.25 275 | 0.14 230 |
|
| aanet-new-22k |  | 2.41 95 | 1.25 208 | 5.47 187 | 3.25 141 | 0.40 52 | 4.44 127 | 2.00 272 | 8.36 150 | 5.01 149 | 1.72 64 | 4.75 132 | 1.55 73 | 4.99 251 | 3.65 51 | 1.01 94 | 0.00 1 | 0.07 268 | 0.01 245 | 0.03 266 | 0.09 144 | 0.10 174 |
|
| monsterstereo |  | 2.41 95 | 0.98 122 | 4.33 109 | 4.12 227 | 4.48 474 | 1.80 17 | 0.08 14 | 5.78 49 | 5.21 163 | 3.36 143 | 7.40 201 | 0.25 9 | 0.37 18 | 8.92 211 | 1.00 91 | 0.01 140 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.01 4 |
|
| aanet-new-90k |  | 2.42 97 | 1.26 211 | 9.16 399 | 2.92 108 | 1.53 252 | 3.13 62 | 1.43 158 | 6.60 84 | 1.73 31 | 0.84 7 | 3.32 80 | 0.91 50 | 5.09 258 | 9.29 229 | 0.80 43 | 0.00 1 | 0.05 200 | 0.00 1 | 0.00 1 | 0.05 84 | 0.25 343 |
|
| LG-Stereo |  | 2.43 98 | 1.44 272 | 7.64 304 | 3.73 198 | 0.82 154 | 3.64 89 | 1.24 136 | 6.41 80 | 5.30 166 | 1.97 79 | 7.31 197 | 0.84 48 | 0.74 38 | 4.85 86 | 2.21 209 | 0.05 309 | 0.04 162 | 0.01 245 | 0.03 266 | 0.33 347 | 0.10 174 |
|
| aanet-32k-new |  | 2.45 99 | 1.49 290 | 5.53 193 | 2.99 119 | 1.32 225 | 5.09 198 | 1.83 249 | 5.66 41 | 1.61 27 | 1.21 28 | 4.15 103 | 2.17 112 | 6.08 300 | 8.40 180 | 1.04 96 | 0.01 140 | 0.07 268 | 0.00 1 | 0.00 1 | 0.10 168 | 0.21 310 |
|
| GCAP-Stereo-DPT-25K |  | 2.45 99 | 0.84 78 | 4.09 97 | 2.41 56 | 1.89 300 | 3.98 100 | 1.61 190 | 11.16 219 | 5.53 174 | 2.00 85 | 4.92 143 | 2.56 126 | 3.54 168 | 2.27 12 | 0.68 30 | 0.02 224 | 0.17 436 | 0.00 1 | 0.43 548 | 0.12 185 | 0.81 491 |
|
| 111111 |  | 2.45 99 | 1.01 129 | 3.89 79 | 3.60 186 | 4.13 449 | 3.49 83 | 0.23 47 | 8.63 159 | 3.25 99 | 2.15 92 | 4.26 109 | 2.29 117 | 2.03 106 | 8.86 210 | 0.94 74 | 0.01 140 | 0.02 100 | 0.08 374 | 0.00 1 | 0.14 199 | 0.04 79 |
|
| PhaseNet |  | 2.46 102 | 1.14 171 | 3.75 69 | 3.35 153 | 0.92 172 | 5.85 261 | 0.43 63 | 7.96 130 | 3.27 104 | 2.28 99 | 2.35 56 | 6.22 228 | 1.10 59 | 6.36 115 | 3.43 293 | 0.15 382 | 0.09 325 | 0.00 1 | 0.00 1 | 0.06 91 | 0.42 411 |
|
| 3.5w_stereo |  | 2.46 102 | 1.21 193 | 4.40 116 | 2.23 31 | 1.53 252 | 6.00 275 | 1.12 126 | 6.82 92 | 2.60 64 | 3.48 148 | 4.35 112 | 0.33 19 | 2.08 109 | 9.99 254 | 3.03 267 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 1 | 0.06 124 |
|
| aanet-new-78k |  | 2.47 104 | 1.27 213 | 10.18 449 | 3.08 126 | 0.28 19 | 2.19 28 | 1.35 151 | 6.66 87 | 1.44 15 | 1.58 53 | 4.08 102 | 1.02 51 | 6.47 320 | 8.61 189 | 0.83 50 | 0.00 1 | 0.04 162 | 0.00 1 | 0.00 1 | 0.03 46 | 0.22 318 |
|
| aanet-new-36k |  | 2.47 104 | 1.13 168 | 5.18 160 | 2.94 111 | 0.28 19 | 5.32 211 | 1.22 134 | 7.53 113 | 2.20 46 | 1.37 41 | 4.35 112 | 1.56 74 | 6.50 323 | 8.66 197 | 0.91 69 | 0.00 1 | 0.07 268 | 0.02 275 | 0.00 1 | 0.03 46 | 0.14 230 |
|
| aanet-new-70k |  | 2.48 106 | 1.18 185 | 8.17 337 | 2.76 90 | 0.62 106 | 4.98 182 | 1.52 172 | 6.84 93 | 1.57 21 | 1.69 61 | 3.83 97 | 0.84 48 | 5.29 268 | 8.97 215 | 1.12 104 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.03 46 | 0.11 192 |
|
| 3w_stereo |  | 2.49 107 | 0.84 78 | 5.43 180 | 2.46 60 | 0.46 70 | 5.44 218 | 6.54 475 | 7.07 99 | 3.41 111 | 3.30 141 | 4.77 136 | 0.28 13 | 4.24 196 | 4.24 68 | 1.30 120 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| GCAP-Stereo-DPT-22K |  | 2.52 108 | 0.89 98 | 4.37 113 | 3.28 146 | 3.42 405 | 3.39 75 | 1.45 159 | 7.88 126 | 3.22 97 | 2.29 100 | 7.74 206 | 3.46 149 | 5.13 259 | 2.00 7 | 0.75 40 | 0.02 224 | 0.30 519 | 0.00 1 | 0.43 548 | 0.11 179 | 0.27 353 |
|
| fffft |  | 2.58 109 | 0.86 88 | 5.15 158 | 3.15 132 | 1.32 225 | 4.44 127 | 4.17 388 | 8.04 134 | 3.29 105 | 3.03 135 | 2.20 55 | 1.88 97 | 1.45 79 | 10.41 265 | 1.80 162 | 0.00 1 | 0.04 162 | 0.00 1 | 0.00 1 | 0.31 329 | 0.10 174 |
| 1: 1. 1 |
| AIO_test |  | 2.59 110 | 0.89 98 | 4.07 95 | 3.70 195 | 2.35 339 | 5.35 213 | 2.39 305 | 8.10 137 | 4.33 130 | 1.35 35 | 4.60 123 | 4.27 173 | 1.35 73 | 7.29 145 | 0.71 37 | 0.76 546 | 0.07 268 | 0.00 1 | 0.09 372 | 0.06 91 | 0.03 49 |
|
| Replicate-Monster |  | 2.63 111 | 3.33 525 | 11.97 484 | 2.38 54 | 1.08 190 | 3.13 62 | 0.44 64 | 6.76 90 | 4.42 134 | 3.79 158 | 1.30 39 | 0.66 41 | 1.15 63 | 8.78 202 | 0.48 8 | 0.01 140 | 0.08 306 | 0.00 1 | 0.00 1 | 0.26 286 | 2.68 587 |
|
| TS12 |  | 2.64 112 | 0.78 55 | 3.08 29 | 2.06 18 | 0.32 27 | 6.38 298 | 0.20 44 | 8.17 140 | 4.25 128 | 2.93 128 | 10.46 248 | 1.46 66 | 3.07 146 | 7.82 163 | 1.77 160 | 0.01 140 | 0.01 42 | 0.00 1 | 0.00 1 | 0.04 69 | 0.02 16 |
|
| aanet-new-60k |  | 2.64 112 | 1.31 228 | 9.62 418 | 2.69 84 | 0.91 169 | 6.94 320 | 1.66 198 | 6.67 88 | 1.57 21 | 1.53 51 | 3.90 99 | 2.64 131 | 3.38 160 | 8.81 207 | 0.90 66 | 0.00 1 | 0.07 268 | 0.01 245 | 0.01 197 | 0.04 69 | 0.20 298 |
|
| GIP-stereo |  | 2.66 114 | 1.00 128 | 4.00 87 | 4.99 303 | 3.41 404 | 3.38 74 | 0.77 97 | 8.73 164 | 5.69 179 | 2.08 89 | 5.38 156 | 4.13 169 | 3.21 150 | 5.21 93 | 1.05 99 | 0.01 140 | 0.06 239 | 0.00 1 | 0.00 1 | 0.07 116 | 0.04 79 |
|
| aanet-new-10k |  | 2.69 115 | 1.23 199 | 9.26 401 | 4.00 217 | 0.52 86 | 8.39 351 | 1.89 259 | 7.92 128 | 1.69 30 | 2.89 127 | 2.99 72 | 2.76 135 | 5.48 272 | 3.07 34 | 1.35 125 | 0.00 1 | 0.11 367 | 0.05 328 | 0.04 291 | 0.09 144 | 0.04 79 |
|
| Foundation-i1c-attn |  | 2.71 116 | 0.60 15 | 3.06 26 | 2.24 33 | 0.51 82 | 5.22 204 | 4.50 399 | 8.99 169 | 3.66 116 | 3.62 153 | 3.42 83 | 5.81 217 | 4.90 245 | 6.67 128 | 0.91 69 | 0.02 224 | 0.09 325 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 124 |
|
| Zero-FE251 |  | 2.73 117 | 1.57 326 | 5.05 149 | 4.17 230 | 1.92 305 | 7.26 328 | 0.75 94 | 7.75 124 | 3.01 91 | 4.88 201 | 2.40 57 | 5.44 208 | 4.17 193 | 4.39 73 | 1.31 122 | 0.27 444 | 0.06 239 | 0.04 317 | 0.03 266 | 0.03 46 | 0.12 202 |
|
| MaDis-Stereo |  | 2.73 117 | 1.56 322 | 6.21 241 | 2.96 116 | 2.45 345 | 1.80 17 | 0.28 52 | 7.43 109 | 5.07 156 | 2.57 110 | 3.43 84 | 7.13 255 | 4.71 234 | 5.74 101 | 2.91 257 | 0.00 1 | 0.05 200 | 0.00 1 | 0.00 1 | 0.15 207 | 0.12 202 |
|
| GCAP-Stereo-cres-4k |  | 2.74 119 | 1.02 132 | 5.23 163 | 4.54 270 | 2.61 355 | 9.27 364 | 1.75 228 | 7.23 105 | 3.64 115 | 1.98 81 | 5.02 147 | 2.28 116 | 5.13 259 | 3.57 49 | 1.16 114 | 0.00 1 | 0.13 396 | 0.00 1 | 0.02 239 | 0.05 84 | 0.13 219 |
|
| HUF |  | 2.75 120 | 1.32 232 | 5.28 167 | 2.83 96 | 0.55 91 | 5.23 206 | 2.19 283 | 8.97 167 | 4.23 127 | 1.97 79 | 4.39 115 | 5.03 194 | 2.64 134 | 6.86 134 | 1.44 131 | 0.73 543 | 0.63 587 | 0.09 386 | 0.00 1 | 0.17 229 | 0.44 418 |
|
| LG-Stereo_Zeroshot |  | 2.77 121 | 0.90 107 | 5.49 189 | 4.91 299 | 1.75 280 | 3.75 92 | 0.85 104 | 7.14 101 | 3.33 107 | 3.51 151 | 10.67 251 | 2.03 105 | 5.26 267 | 3.11 35 | 1.80 162 | 0.00 1 | 0.06 239 | 0.00 1 | 0.19 441 | 0.43 390 | 0.19 293 |
|
| IGEV-Stereo+ |  | 2.77 121 | 0.92 110 | 4.09 97 | 3.14 131 | 4.62 485 | 2.57 38 | 0.70 88 | 4.34 11 | 2.29 48 | 1.76 69 | 0.59 23 | 0.77 46 | 3.49 166 | 8.65 195 | 0.68 30 | 0.03 262 | 0.10 346 | 0.00 1 | 0.24 473 | 5.77 627 | 10.68 666 |
|
| gcap_with_dpt |  | 2.78 123 | 0.83 72 | 5.55 197 | 3.02 122 | 4.35 468 | 5.14 201 | 1.31 143 | 7.11 100 | 4.14 125 | 5.93 219 | 11.93 272 | 2.05 107 | 0.57 29 | 2.55 19 | 0.80 43 | 0.00 1 | 0.08 306 | 0.01 245 | 0.09 372 | 0.11 179 | 0.05 109 |
|
| GCAP-Stereo-DPT-cres |  | 2.79 124 | 0.82 68 | 4.94 141 | 2.88 102 | 4.51 480 | 7.85 341 | 1.68 202 | 7.92 128 | 2.72 72 | 2.50 109 | 5.74 174 | 3.82 163 | 6.75 336 | 2.59 20 | 0.94 74 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 179 | 0.03 49 |
|
| AIO_rvc |  | 2.81 125 | 1.10 159 | 4.88 136 | 3.63 189 | 2.59 354 | 5.36 214 | 1.85 252 | 8.21 143 | 4.37 132 | 1.60 56 | 4.74 131 | 4.74 187 | 1.16 64 | 10.10 257 | 1.13 108 | 0.47 500 | 0.04 162 | 0.00 1 | 0.04 291 | 0.15 207 | 0.12 202 |
|
| SMoEStereo_RVC |  | 2.81 125 | 1.07 148 | 5.08 151 | 3.86 212 | 0.60 103 | 6.39 299 | 1.91 261 | 7.82 125 | 3.79 119 | 3.87 163 | 3.69 92 | 2.78 136 | 2.25 115 | 10.60 272 | 1.99 184 | 0.00 1 | 0.02 100 | 0.03 295 | 0.00 1 | 0.25 275 | 0.17 268 |
|
| mms |  | 2.86 127 | 1.38 252 | 5.26 165 | 3.68 192 | 1.84 289 | 4.23 113 | 4.01 380 | 8.01 131 | 4.29 129 | 2.43 106 | 5.53 170 | 3.05 140 | 1.35 73 | 9.22 224 | 2.06 192 | 0.00 1 | 0.06 239 | 0.00 1 | 0.00 1 | 0.36 359 | 0.44 418 |
|
| aanet-new-8k |  | 2.87 128 | 1.08 151 | 5.00 148 | 3.55 176 | 0.36 43 | 5.96 271 | 1.77 238 | 9.42 174 | 4.81 143 | 2.01 87 | 3.89 98 | 1.30 62 | 6.79 339 | 9.92 250 | 1.42 130 | 0.01 140 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 133 | 0.04 79 |
|
| gcap-zeroshot |  | 2.89 129 | 0.89 98 | 5.46 184 | 2.84 97 | 4.48 474 | 4.56 134 | 1.32 146 | 8.66 160 | 7.60 226 | 5.67 214 | 10.03 236 | 1.78 86 | 0.45 20 | 2.69 23 | 1.04 96 | 0.00 1 | 0.07 268 | 0.00 1 | 0.06 339 | 0.10 168 | 0.04 79 |
|
| UniTT-Stereo |  | 2.89 129 | 0.90 107 | 6.74 257 | 4.08 222 | 2.42 342 | 2.63 40 | 0.42 61 | 5.57 37 | 4.88 146 | 5.36 210 | 7.63 204 | 1.09 54 | 1.47 81 | 8.80 206 | 5.11 368 | 0.03 262 | 0.07 268 | 0.00 1 | 0.01 197 | 0.48 411 | 0.11 192 |
|
| testlalala |  | 2.89 129 | 0.89 98 | 5.46 184 | 2.84 97 | 4.48 474 | 4.56 134 | 1.32 146 | 8.66 160 | 7.60 226 | 5.67 214 | 10.03 236 | 1.78 86 | 0.45 20 | 2.69 23 | 1.04 96 | 0.00 1 | 0.07 268 | 0.00 1 | 0.06 339 | 0.10 168 | 0.04 79 |
|
| 1w_stereo |  | 2.90 132 | 0.72 38 | 3.59 56 | 3.30 149 | 2.15 323 | 4.37 119 | 6.74 484 | 6.40 79 | 5.23 164 | 2.83 126 | 7.30 196 | 0.25 9 | 4.36 199 | 8.30 177 | 2.44 225 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| ours_stereo |  | 2.91 133 | 1.34 240 | 5.14 155 | 3.67 190 | 1.49 248 | 3.87 96 | 2.80 330 | 8.10 137 | 6.28 190 | 2.15 92 | 5.66 172 | 3.98 165 | 1.84 102 | 9.38 231 | 1.77 160 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.32 339 | 0.34 384 |
|
| AIO-Stereo |   | 2.91 133 | 1.19 188 | 5.14 155 | 4.15 229 | 0.79 148 | 4.67 148 | 1.76 234 | 9.59 180 | 5.19 162 | 2.66 118 | 4.76 135 | 5.40 207 | 0.78 41 | 10.30 261 | 1.23 118 | 0.00 1 | 0.06 239 | 0.00 1 | 0.36 527 | 0.09 144 | 0.15 250 |
|
| aanet-new-14k |  | 2.92 135 | 0.98 122 | 7.97 321 | 3.81 206 | 0.32 27 | 4.39 123 | 1.76 234 | 10.49 204 | 9.76 271 | 2.98 132 | 4.82 140 | 0.62 34 | 6.72 331 | 2.51 18 | 1.21 117 | 0.00 1 | 0.02 100 | 0.01 245 | 0.00 1 | 0.08 133 | 0.03 49 |
|
| Foundation-i1b |  | 2.92 135 | 0.62 17 | 3.27 39 | 2.10 21 | 0.80 151 | 6.05 283 | 4.79 410 | 9.72 186 | 3.49 112 | 4.53 185 | 3.28 77 | 6.44 238 | 5.47 271 | 6.76 131 | 0.92 71 | 0.02 224 | 0.09 325 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 49 |
|
| EGLCR-Stereo |  | 2.92 135 | 1.06 141 | 5.28 167 | 3.38 156 | 0.55 91 | 4.59 141 | 0.66 82 | 10.43 203 | 4.81 143 | 3.30 141 | 3.23 76 | 7.93 276 | 1.71 92 | 9.22 224 | 1.62 147 | 0.05 309 | 0.12 380 | 0.00 1 | 0.00 1 | 0.23 263 | 0.16 259 |
|
| Foundation-i1a |  | 2.94 138 | 0.64 25 | 3.21 37 | 2.24 33 | 0.39 51 | 5.32 211 | 3.99 378 | 9.68 182 | 3.94 123 | 5.17 207 | 3.16 75 | 6.62 242 | 5.95 295 | 7.03 136 | 1.32 124 | 0.02 224 | 0.10 346 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 124 |
|
| IGEV++ |  | 2.98 139 | 1.27 213 | 5.17 159 | 5.41 354 | 0.47 71 | 4.63 146 | 1.71 219 | 9.97 192 | 4.75 140 | 2.58 111 | 6.27 181 | 4.35 175 | 4.44 208 | 4.98 90 | 3.05 270 | 0.00 1 | 0.07 268 | 0.00 1 | 0.08 358 | 0.24 270 | 0.18 278 |
|
| IGEV-RUCA |  | 3.00 140 | 1.12 166 | 4.51 119 | 4.78 287 | 2.30 334 | 6.18 286 | 1.80 243 | 7.24 107 | 4.79 141 | 2.63 117 | 4.91 141 | 4.06 166 | 2.44 129 | 9.70 242 | 1.50 134 | 0.14 373 | 0.26 506 | 0.21 477 | 0.29 499 | 0.74 494 | 0.35 390 |
|
| zero-FE |  | 3.01 141 | 1.06 141 | 4.57 121 | 4.18 234 | 4.04 444 | 3.24 69 | 1.51 169 | 6.17 67 | 1.87 39 | 1.00 14 | 2.52 59 | 1.72 80 | 4.92 246 | 6.19 113 | 2.77 247 | 0.27 444 | 0.10 346 | 0.00 1 | 0.05 319 | 13.94 666 | 0.09 162 |
|
| MSCF |  | 3.01 141 | 1.87 414 | 5.23 163 | 3.98 216 | 0.70 123 | 5.42 217 | 1.48 160 | 8.59 153 | 4.59 139 | 5.05 204 | 6.40 182 | 1.76 85 | 7.07 343 | 5.69 99 | 1.36 127 | 0.00 1 | 0.02 100 | 0.00 1 | 0.63 573 | 0.16 218 | 0.24 336 |
|
| GCAP-Stereo-DPT-5K |  | 3.02 143 | 0.89 98 | 5.34 172 | 2.90 106 | 4.48 474 | 4.69 151 | 1.34 149 | 8.59 153 | 8.81 254 | 5.94 221 | 10.70 253 | 1.84 93 | 0.51 23 | 2.94 28 | 1.12 104 | 0.00 1 | 0.07 268 | 0.00 1 | 0.04 291 | 0.09 144 | 0.04 79 |
|
| test_for_model |  | 3.02 143 | 0.89 98 | 5.34 172 | 2.90 106 | 4.48 474 | 4.69 151 | 1.34 149 | 8.59 153 | 8.81 254 | 5.94 221 | 10.70 253 | 1.84 93 | 0.51 23 | 2.94 28 | 1.12 104 | 0.00 1 | 0.07 268 | 0.00 1 | 0.04 291 | 0.09 144 | 0.04 79 |
|
| BStereo |   | 3.05 145 | 1.51 298 | 15.51 541 | 2.95 113 | 1.03 179 | 5.97 272 | 3.41 356 | 6.02 57 | 5.56 175 | 2.75 124 | 1.76 49 | 2.49 124 | 0.78 41 | 7.72 159 | 3.07 271 | 0.01 140 | 0.03 140 | 0.04 317 | 0.09 372 | 0.09 144 | 0.17 268 |
|
| GCAP-Stereo-DPT-2K |  | 3.06 146 | 0.86 88 | 5.37 176 | 2.84 97 | 4.43 472 | 4.03 102 | 1.27 138 | 7.50 112 | 7.27 222 | 6.46 230 | 12.28 278 | 2.19 114 | 0.60 31 | 4.86 87 | 0.90 66 | 0.00 1 | 0.07 268 | 0.00 1 | 0.08 358 | 0.09 144 | 0.05 109 |
|
| Selective-IGEV-i32 |  | 3.06 146 | 1.11 162 | 4.98 142 | 3.56 177 | 1.63 266 | 4.72 155 | 2.15 282 | 10.74 215 | 4.55 135 | 2.94 130 | 4.60 123 | 5.53 210 | 1.78 96 | 10.82 287 | 1.69 152 | 0.00 1 | 0.01 42 | 0.00 1 | 0.14 409 | 0.06 91 | 0.13 219 |
|
| Selective-IGEV |  | 3.06 146 | 1.11 162 | 4.98 142 | 3.56 177 | 1.66 268 | 4.73 156 | 2.14 281 | 10.73 214 | 4.56 136 | 2.93 128 | 4.60 123 | 5.54 211 | 1.77 95 | 10.82 287 | 1.69 152 | 0.00 1 | 0.01 42 | 0.00 1 | 0.14 409 | 0.06 91 | 0.13 219 |
|
| RSM++ |  | 3.08 149 | 1.04 138 | 5.27 166 | 4.25 245 | 0.50 80 | 5.04 193 | 2.63 321 | 10.11 194 | 4.34 131 | 3.16 138 | 4.66 128 | 6.73 244 | 1.87 104 | 9.96 252 | 1.69 152 | 0.00 1 | 0.00 1 | 0.01 245 | 0.18 428 | 0.14 199 | 0.10 174 |
|
| aanet-new |  | 3.09 150 | 1.23 199 | 5.57 202 | 4.01 218 | 2.64 360 | 10.34 376 | 1.80 243 | 7.22 104 | 1.74 32 | 1.88 75 | 5.05 150 | 2.33 118 | 7.68 355 | 9.12 222 | 0.99 83 | 0.01 140 | 0.07 268 | 0.00 1 | 0.00 1 | 0.05 84 | 0.05 109 |
|
| RSM |  | 3.10 151 | 0.98 122 | 4.86 135 | 4.17 230 | 1.08 190 | 4.76 164 | 1.83 249 | 10.14 195 | 4.21 126 | 3.38 145 | 4.34 110 | 7.82 272 | 1.75 94 | 10.69 276 | 1.64 150 | 0.00 1 | 0.03 140 | 0.00 1 | 0.18 428 | 0.13 193 | 0.07 141 |
|
| VIP-Stereo |  | 3.13 152 | 1.39 255 | 4.85 134 | 3.02 122 | 4.34 466 | 15.03 481 | 1.76 234 | 5.70 42 | 3.66 116 | 1.87 74 | 5.38 156 | 2.42 120 | 1.84 102 | 9.45 232 | 1.65 151 | 0.00 1 | 0.08 306 | 0.00 1 | 0.00 1 | 0.06 91 | 0.13 219 |
|
| FlowAnything_test |  | 3.13 152 | 1.42 262 | 6.59 249 | 8.69 528 | 1.35 236 | 8.70 354 | 2.51 312 | 7.60 118 | 3.03 92 | 4.10 172 | 2.67 67 | 3.52 156 | 0.75 39 | 5.86 105 | 4.48 345 | 0.06 330 | 0.03 140 | 0.15 446 | 0.66 575 | 0.16 218 | 0.18 278 |
|
| GCAP-Stereo-DPT-3K |  | 3.15 154 | 0.89 98 | 5.41 179 | 2.73 86 | 4.54 482 | 4.68 150 | 1.28 139 | 9.18 173 | 9.89 274 | 5.93 219 | 11.97 273 | 1.79 90 | 0.42 19 | 3.06 33 | 0.85 58 | 0.00 1 | 0.07 268 | 0.00 1 | 0.07 350 | 0.09 144 | 0.04 79 |
|
| DNS |  | 3.17 155 | 1.01 129 | 5.78 216 | 4.37 257 | 1.53 252 | 4.89 174 | 0.23 47 | 9.46 177 | 5.04 150 | 6.04 225 | 5.88 175 | 8.57 288 | 3.10 147 | 3.80 54 | 1.82 166 | 0.76 546 | 0.07 268 | 0.00 1 | 0.09 372 | 0.72 487 | 0.35 390 |
|
| DDF-Stereo |  | 3.17 155 | 1.08 151 | 4.40 116 | 4.63 278 | 4.02 443 | 3.40 77 | 1.51 169 | 5.27 31 | 1.78 34 | 0.85 9 | 2.57 62 | 1.68 79 | 4.63 227 | 8.01 169 | 2.80 251 | 0.27 444 | 0.13 396 | 0.00 1 | 0.14 409 | 16.19 672 | 0.09 162 |
|
| AEACV |  | 3.17 155 | 1.11 162 | 5.39 178 | 4.55 271 | 5.35 531 | 4.29 116 | 1.60 187 | 6.21 68 | 5.43 170 | 3.08 137 | 7.85 208 | 4.23 171 | 6.55 326 | 5.51 94 | 1.56 140 | 0.00 1 | 0.09 325 | 0.03 295 | 0.32 514 | 0.20 240 | 0.12 202 |
|
| GASTEREO |  | 3.18 158 | 1.99 435 | 5.13 154 | 4.28 249 | 0.70 123 | 5.59 232 | 1.49 164 | 8.66 160 | 4.94 148 | 5.17 207 | 6.84 190 | 1.58 75 | 7.14 345 | 7.72 159 | 1.38 128 | 0.00 1 | 0.02 100 | 0.00 1 | 0.64 574 | 0.08 133 | 0.23 329 |
|
| DEFOM-Stereo_RVC |  | 3.18 158 | 6.90 596 | 3.85 75 | 10.48 582 | 1.59 259 | 4.71 154 | 0.47 68 | 8.39 152 | 2.76 75 | 2.34 102 | 3.12 74 | 0.74 44 | 7.20 348 | 9.02 220 | 1.62 147 | 0.00 1 | 0.14 413 | 0.00 1 | 0.19 441 | 0.02 10 | 0.03 49 |
|
| NLSM3 |  | 3.19 160 | 0.86 88 | 3.90 80 | 3.11 129 | 4.00 442 | 3.18 64 | 0.55 76 | 13.79 287 | 8.23 243 | 3.39 146 | 6.88 192 | 1.79 90 | 3.97 183 | 7.12 140 | 3.01 263 | 0.01 140 | 0.00 1 | 0.05 328 | 0.00 1 | 0.03 46 | 0.01 4 |
|
| SCV |  | 3.20 161 | 1.40 257 | 5.96 224 | 4.71 281 | 0.71 128 | 4.21 112 | 1.70 207 | 10.94 216 | 6.06 184 | 1.85 73 | 4.80 138 | 6.16 224 | 2.74 138 | 9.82 245 | 1.74 157 | 0.05 309 | 0.09 325 | 0.00 1 | 0.24 473 | 0.50 425 | 0.30 366 |
|
| tt45 |  | 3.20 161 | 0.95 114 | 4.36 112 | 3.73 198 | 1.86 294 | 8.19 347 | 2.05 279 | 9.12 172 | 3.36 110 | 5.60 213 | 4.42 116 | 4.61 186 | 2.39 125 | 11.00 296 | 1.96 178 | 0.00 1 | 0.04 162 | 0.00 1 | 0.01 197 | 0.32 339 | 0.10 174 |
|
| MoCha-V2 |  | 3.20 161 | 0.92 110 | 4.82 133 | 5.09 312 | 0.40 52 | 4.63 146 | 1.37 153 | 9.81 188 | 5.41 169 | 5.58 212 | 5.26 154 | 2.63 130 | 6.48 321 | 9.90 249 | 1.15 110 | 0.02 224 | 0.24 494 | 0.00 1 | 0.25 479 | 0.07 116 | 0.04 79 |
|
| Pointernet |  | 3.22 164 | 0.84 78 | 5.79 217 | 3.22 140 | 0.35 39 | 5.27 209 | 0.37 58 | 16.46 338 | 5.96 182 | 4.11 173 | 6.81 189 | 4.84 190 | 2.73 137 | 4.78 84 | 2.52 230 | 0.00 1 | 0.15 420 | 0.00 1 | 0.22 454 | 0.04 69 | 0.02 16 |
|
| SCV_C0 |  | 3.23 165 | 1.31 228 | 6.44 245 | 3.20 136 | 0.82 154 | 4.84 171 | 1.61 190 | 10.34 201 | 6.85 203 | 2.74 123 | 4.91 141 | 6.26 231 | 1.81 100 | 11.06 300 | 1.50 134 | 0.11 360 | 0.06 239 | 0.00 1 | 0.23 463 | 0.33 347 | 0.11 192 |
|
| MGS-Stereo |  | 3.26 166 | 1.29 220 | 6.73 255 | 3.30 149 | 0.47 71 | 4.89 174 | 1.55 178 | 6.15 66 | 8.88 259 | 4.31 177 | 10.15 239 | 5.48 209 | 1.27 68 | 8.09 174 | 1.97 181 | 0.04 283 | 0.01 42 | 0.02 275 | 0.00 1 | 0.57 452 | 0.04 79 |
|
| rrr |  | 3.26 166 | 1.57 326 | 7.72 309 | 3.36 154 | 0.60 103 | 4.93 178 | 1.59 184 | 10.72 213 | 5.11 160 | 3.79 158 | 4.58 121 | 4.53 182 | 4.00 185 | 10.13 258 | 2.09 196 | 0.00 1 | 0.06 239 | 0.00 1 | 0.22 454 | 0.12 185 | 0.18 278 |
|
| CroCo-Stereo |   | 3.27 168 | 1.90 417 | 7.18 279 | 8.50 526 | 1.11 192 | 0.96 3 | 0.97 116 | 10.18 196 | 8.20 241 | 3.59 152 | 4.69 129 | 8.02 280 | 4.53 218 | 2.75 25 | 2.34 216 | 0.01 140 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 329 | 0.11 192 |
| 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 |  | 3.28 169 | 1.20 190 | 5.94 223 | 3.67 190 | 0.85 157 | 4.84 171 | 1.75 228 | 10.18 196 | 6.44 192 | 2.60 113 | 6.15 178 | 6.33 234 | 3.16 149 | 10.08 256 | 1.62 147 | 0.00 1 | 0.12 380 | 0.00 1 | 0.00 1 | 0.30 317 | 0.33 380 |
|
| IGEVStereo-DCA |  | 3.31 170 | 1.57 326 | 6.20 236 | 3.36 154 | 0.60 103 | 4.93 178 | 1.70 207 | 13.26 266 | 5.04 150 | 3.79 158 | 4.58 121 | 4.53 182 | 4.00 185 | 10.13 258 | 2.09 196 | 0.00 1 | 0.06 239 | 0.00 1 | 0.18 428 | 0.12 185 | 0.14 230 |
|
| test_xeample3 |  | 3.34 171 | 1.54 309 | 7.67 305 | 3.33 152 | 0.68 117 | 5.74 253 | 1.63 193 | 12.05 230 | 3.88 122 | 6.71 231 | 3.81 96 | 3.17 144 | 3.34 159 | 10.59 271 | 2.07 193 | 0.00 1 | 0.02 100 | 0.00 1 | 0.27 492 | 0.13 193 | 0.16 259 |
|
| GCAP-Stereo-DPT-FT |  | 3.37 172 | 5.20 568 | 20.75 594 | 3.26 142 | 3.66 419 | 3.19 65 | 1.77 238 | 8.61 158 | 2.83 80 | 2.16 94 | 3.61 91 | 3.75 160 | 3.63 175 | 3.13 36 | 1.41 129 | 0.05 309 | 0.12 380 | 0.00 1 | 0.01 197 | 0.13 193 | 0.22 318 |
|
| GLC_STEREO |  | 3.40 173 | 1.06 141 | 3.44 51 | 6.52 440 | 0.20 5 | 4.76 164 | 1.66 198 | 8.97 167 | 6.59 196 | 5.39 211 | 9.04 218 | 5.23 202 | 2.03 106 | 9.76 244 | 2.77 247 | 0.01 140 | 0.03 140 | 0.21 477 | 0.00 1 | 0.23 263 | 0.06 124 |
|
| VMStereo-Base |   | 3.41 174 | 0.84 78 | 4.19 105 | 1.72 6 | 0.47 71 | 3.01 55 | 0.57 77 | 10.10 193 | 14.58 341 | 3.85 162 | 9.11 220 | 7.48 269 | 2.36 122 | 7.75 162 | 1.90 171 | 0.07 341 | 0.08 306 | 0.04 317 | 0.00 1 | 0.06 91 | 0.02 16 |
|
| GCAP-Stereo-DPT-20K |  | 3.44 175 | 0.76 50 | 17.99 573 | 1.92 9 | 2.08 318 | 4.60 143 | 1.60 187 | 7.55 114 | 3.25 99 | 2.62 115 | 5.03 148 | 3.50 154 | 4.57 221 | 1.99 5 | 0.60 20 | 0.04 283 | 0.16 431 | 0.00 1 | 0.20 447 | 0.89 510 | 9.42 661 |
|
| 999 |  | 3.44 175 | 0.92 110 | 4.78 129 | 4.69 280 | 2.34 338 | 7.58 338 | 2.20 284 | 9.81 188 | 6.11 186 | 2.96 131 | 4.79 137 | 5.07 195 | 2.27 120 | 12.10 369 | 2.76 246 | 0.03 262 | 0.09 325 | 0.00 1 | 0.00 1 | 0.29 308 | 0.10 174 |
|
| GCAPDPT-zeroshot4090 |  | 3.44 175 | 0.76 50 | 17.99 573 | 1.92 9 | 2.08 318 | 4.60 143 | 1.60 187 | 7.55 114 | 3.25 99 | 2.62 115 | 5.03 148 | 3.50 154 | 4.57 221 | 1.99 5 | 0.60 20 | 0.04 283 | 0.16 431 | 0.00 1 | 0.20 447 | 0.89 510 | 9.42 661 |
|
| DF |  | 3.48 178 | 1.24 206 | 6.65 251 | 4.11 226 | 1.07 187 | 4.50 130 | 1.71 219 | 8.04 134 | 4.39 133 | 3.91 167 | 9.37 225 | 9.95 310 | 1.48 82 | 9.73 243 | 2.61 235 | 0.01 140 | 0.22 475 | 0.00 1 | 0.33 519 | 0.06 91 | 0.16 259 |
|
| ff7 |  | 3.48 178 | 1.76 394 | 6.20 236 | 3.45 161 | 1.13 196 | 5.02 187 | 1.70 207 | 13.26 266 | 5.04 150 | 4.66 192 | 5.47 165 | 3.49 150 | 4.70 230 | 11.14 305 | 2.01 185 | 0.00 1 | 0.04 162 | 0.00 1 | 0.18 428 | 0.30 317 | 0.14 230 |
|
| ffff |  | 3.48 178 | 1.76 394 | 6.20 236 | 3.45 161 | 1.13 196 | 5.02 187 | 1.70 207 | 13.26 266 | 5.04 150 | 4.66 192 | 5.47 165 | 3.49 150 | 4.70 230 | 11.14 305 | 2.01 185 | 0.00 1 | 0.04 162 | 0.00 1 | 0.18 428 | 0.30 317 | 0.14 230 |
|
| 11t |  | 3.48 178 | 1.76 394 | 6.20 236 | 3.45 161 | 1.13 196 | 5.02 187 | 1.70 207 | 13.26 266 | 5.04 150 | 4.66 192 | 5.47 165 | 3.49 150 | 4.70 230 | 11.14 305 | 2.01 185 | 0.00 1 | 0.04 162 | 0.00 1 | 0.18 428 | 0.30 317 | 0.14 230 |
|
| ccc-4 |  | 3.48 178 | 1.76 394 | 6.20 236 | 3.45 161 | 1.13 196 | 5.02 187 | 1.70 207 | 13.26 266 | 5.04 150 | 4.66 192 | 5.47 165 | 3.49 150 | 4.70 230 | 11.14 305 | 2.01 185 | 0.00 1 | 0.04 162 | 0.00 1 | 0.18 428 | 0.30 317 | 0.14 230 |
|
| anonymousdsp |  | 3.51 183 | 1.75 388 | 5.66 207 | 3.49 169 | 1.13 196 | 5.04 193 | 1.74 225 | 13.69 279 | 5.07 156 | 4.83 197 | 5.42 160 | 4.25 172 | 4.44 208 | 11.14 305 | 1.98 182 | 0.00 1 | 0.04 162 | 0.00 1 | 0.18 428 | 0.31 329 | 0.13 219 |
|
| castereo++ |  | 3.52 184 | 1.28 216 | 3.96 84 | 3.76 203 | 2.61 355 | 16.87 527 | 1.95 269 | 7.57 116 | 8.51 249 | 2.26 97 | 4.54 120 | 5.10 196 | 2.04 108 | 8.75 201 | 0.74 38 | 0.00 1 | 0.15 420 | 0.00 1 | 0.35 524 | 0.05 84 | 0.02 16 |
|
| IGEV-Stereo |   | 3.52 184 | 1.75 388 | 5.67 208 | 3.49 169 | 1.12 194 | 5.04 193 | 1.73 221 | 13.70 280 | 5.07 156 | 4.83 197 | 5.42 160 | 4.27 173 | 4.43 207 | 11.15 310 | 1.98 182 | 0.00 1 | 0.04 162 | 0.00 1 | 0.18 428 | 0.31 329 | 0.12 202 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| Foundation-i1 |  | 3.56 186 | 0.63 22 | 2.94 19 | 3.20 136 | 3.52 413 | 6.18 286 | 4.51 400 | 12.68 251 | 5.38 167 | 5.96 224 | 6.16 179 | 7.37 267 | 4.87 243 | 6.38 116 | 1.27 119 | 0.02 224 | 0.09 325 | 0.00 1 | 0.00 1 | 0.03 46 | 0.04 79 |
|
| CREStereo |  | 3.58 187 | 1.05 140 | 3.35 45 | 2.17 26 | 0.59 99 | 5.61 235 | 0.40 59 | 10.50 205 | 13.34 325 | 6.93 238 | 10.44 246 | 5.29 205 | 3.47 164 | 5.82 103 | 2.62 238 | 0.01 140 | 0.01 42 | 0.02 275 | 0.01 197 | 0.04 69 | 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 |  | 3.59 188 | 1.07 148 | 3.81 73 | 2.80 92 | 0.52 86 | 4.98 182 | 1.18 130 | 10.35 202 | 12.97 315 | 4.54 186 | 10.75 256 | 3.89 164 | 3.27 154 | 8.78 202 | 2.63 239 | 0.03 262 | 0.03 140 | 0.09 386 | 0.00 1 | 0.12 185 | 0.04 79 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| ProNet |  | 3.61 189 | 1.91 420 | 6.17 235 | 3.31 151 | 0.67 116 | 5.51 222 | 6.46 471 | 12.60 249 | 6.23 187 | 3.18 139 | 4.80 138 | 3.64 158 | 3.57 169 | 11.15 310 | 2.11 200 | 0.02 224 | 0.21 465 | 0.01 245 | 0.01 197 | 0.41 384 | 0.14 230 |
|
| trnet |  | 3.62 190 | 0.95 114 | 3.30 41 | 2.21 30 | 0.56 93 | 5.67 248 | 0.42 61 | 10.62 211 | 13.30 323 | 6.89 236 | 10.45 247 | 5.78 215 | 3.69 176 | 5.80 102 | 2.61 235 | 0.00 1 | 0.02 100 | 0.03 295 | 0.01 197 | 0.04 69 | 0.02 16 |
|
| GCAP-BAT |  | 3.64 191 | 1.06 141 | 7.37 293 | 3.46 165 | 3.60 416 | 2.72 43 | 1.55 178 | 8.93 165 | 12.16 301 | 4.62 188 | 6.47 183 | 7.18 260 | 1.80 98 | 9.68 240 | 1.82 166 | 0.04 283 | 0.10 346 | 0.00 1 | 0.01 197 | 0.07 116 | 0.14 230 |
|
| GCAPDPT-zeroshot |  | 3.64 191 | 1.06 141 | 7.35 292 | 3.46 165 | 3.60 416 | 2.72 43 | 1.55 178 | 8.93 165 | 12.16 301 | 4.62 188 | 6.47 183 | 7.18 260 | 1.80 98 | 9.68 240 | 1.81 164 | 0.04 283 | 0.10 346 | 0.00 1 | 0.01 197 | 0.07 116 | 0.14 230 |
|
| U |  | 3.65 193 | 0.64 25 | 5.91 221 | 3.91 213 | 11.89 651 | 11.50 407 | 0.20 44 | 7.66 120 | 5.38 167 | 1.79 71 | 2.55 61 | 0.76 45 | 1.61 84 | 2.34 14 | 0.70 35 | 0.00 1 | 0.04 162 | 10.60 664 | 5.47 653 | 0.04 69 | 0.02 16 |
|
| water-stereo |  | 3.66 194 | 0.84 78 | 4.79 132 | 3.60 186 | 0.79 148 | 5.03 192 | 0.89 110 | 12.93 256 | 5.45 172 | 5.82 217 | 14.74 301 | 6.51 241 | 4.76 240 | 3.37 39 | 3.26 285 | 0.03 262 | 0.13 396 | 0.09 386 | 0.04 291 | 0.06 91 | 0.07 141 |
|
| Anonymus123 |  | 3.68 195 | 1.51 298 | 15.51 541 | 2.95 113 | 1.03 179 | 12.63 430 | 3.41 356 | 11.91 227 | 5.56 175 | 2.75 124 | 1.76 49 | 2.49 124 | 0.78 41 | 7.72 159 | 3.07 271 | 0.01 140 | 0.03 140 | 0.04 317 | 0.09 372 | 0.09 144 | 0.17 268 |
|
| Occ-G |  | 3.68 195 | 1.07 148 | 4.68 124 | 3.11 129 | 1.26 215 | 3.63 88 | 6.75 485 | 7.88 126 | 4.90 147 | 4.37 182 | 8.36 209 | 9.68 307 | 4.39 202 | 9.65 238 | 3.23 284 | 0.00 1 | 0.11 367 | 0.00 1 | 0.19 441 | 0.19 236 | 0.07 141 |
|
| DA |  | 3.70 197 | 0.83 72 | 4.78 129 | 5.07 309 | 0.70 123 | 16.50 522 | 1.94 266 | 9.42 174 | 7.22 218 | 4.02 169 | 6.78 186 | 5.96 220 | 4.49 214 | 4.16 65 | 1.54 137 | 0.05 309 | 0.12 380 | 0.00 1 | 0.00 1 | 0.06 91 | 0.26 347 |
|
| GGEV |  | 3.70 197 | 0.83 72 | 4.78 129 | 5.07 309 | 0.70 123 | 16.50 522 | 1.94 266 | 9.42 174 | 7.22 218 | 4.02 169 | 6.78 186 | 5.96 220 | 4.49 214 | 4.16 65 | 1.54 137 | 0.05 309 | 0.12 380 | 0.00 1 | 0.00 1 | 0.06 91 | 0.26 347 |
|
| rvit_stereo_0081_aga |  | 3.72 199 | 2.39 482 | 8.60 362 | 5.27 341 | 2.99 387 | 5.02 187 | 1.94 266 | 8.12 139 | 6.24 188 | 6.74 232 | 6.85 191 | 5.85 218 | 3.28 156 | 7.31 146 | 3.04 268 | 0.02 224 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 458 | 0.22 318 |
|
| GCAP-Stereo |  | 3.72 199 | 1.60 336 | 7.39 294 | 4.24 240 | 0.37 45 | 5.78 255 | 1.12 126 | 12.28 234 | 6.53 195 | 8.35 255 | 9.69 229 | 6.62 242 | 3.57 169 | 4.58 82 | 1.91 173 | 0.00 1 | 0.07 268 | 0.05 328 | 0.00 1 | 0.25 275 | 0.04 79 |
|
| LoS_RVC |  | 3.72 199 | 2.57 495 | 3.90 80 | 4.27 247 | 7.61 606 | 5.39 216 | 2.90 335 | 7.29 108 | 3.84 120 | 3.67 155 | 10.20 240 | 3.66 159 | 4.48 212 | 6.19 113 | 2.14 204 | 0.01 140 | 0.03 140 | 0.00 1 | 0.00 1 | 0.06 91 | 6.15 630 |
|
| HART |  | 3.80 202 | 1.52 302 | 5.45 183 | 4.85 293 | 0.51 82 | 4.41 126 | 0.76 95 | 12.59 248 | 5.08 159 | 5.95 223 | 12.76 282 | 6.87 249 | 1.72 93 | 10.71 278 | 1.84 168 | 0.00 1 | 0.13 396 | 0.10 405 | 0.00 1 | 0.45 395 | 0.26 347 |
|
| DN |  | 3.83 203 | 1.19 188 | 4.90 138 | 4.27 247 | 3.75 424 | 6.26 291 | 0.71 90 | 11.51 222 | 11.19 291 | 3.90 164 | 5.72 173 | 10.08 312 | 2.26 119 | 7.28 143 | 1.96 178 | 0.00 1 | 0.20 457 | 0.32 513 | 0.32 514 | 0.32 339 | 0.53 440 |
|
| CES |  | 3.85 204 | 1.14 171 | 2.91 17 | 3.05 124 | 11.37 646 | 5.37 215 | 1.02 120 | 9.52 179 | 8.82 256 | 3.50 150 | 9.21 224 | 1.78 86 | 0.90 50 | 6.53 120 | 2.37 218 | 0.02 224 | 0.04 162 | 0.01 245 | 0.00 1 | 1.62 549 | 7.74 651 |
|
| WCG-NET |  | 3.86 205 | 0.96 119 | 5.80 218 | 2.92 108 | 0.28 19 | 4.48 129 | 1.80 243 | 7.23 105 | 15.03 344 | 8.77 266 | 9.58 228 | 6.94 253 | 4.20 194 | 6.92 135 | 2.05 190 | 0.00 1 | 0.08 306 | 0.00 1 | 0.00 1 | 0.14 199 | 0.08 156 |
|
| CASnet |  | 3.91 206 | 1.03 137 | 4.68 124 | 4.98 301 | 0.27 16 | 4.99 185 | 2.95 336 | 11.02 218 | 11.02 286 | 10.61 289 | 11.76 269 | 4.15 170 | 1.65 89 | 5.85 104 | 1.91 173 | 0.50 506 | 0.00 1 | 0.59 543 | 0.12 398 | 0.13 193 | 0.02 16 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| rvit_stereo_0081 |  | 3.93 207 | 1.78 403 | 8.60 362 | 6.26 423 | 1.73 276 | 3.48 80 | 2.36 298 | 7.71 122 | 15.81 363 | 4.41 183 | 5.39 158 | 5.14 198 | 3.94 181 | 7.95 167 | 3.57 296 | 0.01 140 | 0.01 42 | 0.00 1 | 0.01 197 | 0.39 376 | 0.10 174 |
|
| rvit_stereo_0082 |  | 3.93 207 | 1.78 403 | 8.60 362 | 6.26 423 | 1.73 276 | 3.48 80 | 2.36 298 | 7.71 122 | 15.81 363 | 4.41 183 | 5.39 158 | 5.14 198 | 3.94 181 | 7.95 167 | 3.57 296 | 0.01 140 | 0.01 42 | 0.00 1 | 0.01 197 | 0.39 376 | 0.10 174 |
|
| castereo |  | 3.96 209 | 1.45 274 | 4.33 109 | 3.73 198 | 1.04 182 | 6.35 296 | 7.23 502 | 9.95 191 | 15.86 366 | 3.01 134 | 7.69 205 | 3.59 157 | 7.43 351 | 5.17 92 | 1.88 169 | 0.03 262 | 0.13 396 | 0.00 1 | 0.26 485 | 0.07 116 | 0.03 49 |
|
| rvit_stereo_0080 |  | 3.98 210 | 2.11 460 | 7.62 302 | 3.68 192 | 1.90 303 | 4.16 106 | 7.60 509 | 9.69 183 | 8.13 238 | 5.08 205 | 7.39 199 | 6.27 232 | 4.44 208 | 6.73 129 | 3.92 321 | 0.20 404 | 0.01 42 | 0.00 1 | 0.00 1 | 0.55 443 | 0.12 202 |
|
| whm_eth |  | 3.98 210 | 2.11 460 | 7.62 302 | 3.68 192 | 1.90 303 | 4.16 106 | 7.60 509 | 9.69 183 | 8.13 238 | 5.08 205 | 7.39 199 | 6.27 232 | 4.44 208 | 6.73 129 | 3.92 321 | 0.20 404 | 0.01 42 | 0.00 1 | 0.00 1 | 0.55 443 | 0.12 202 |
|
| MC-Stereo |  | 3.99 212 | 0.95 114 | 4.70 128 | 5.09 312 | 0.44 68 | 3.77 93 | 1.79 241 | 9.86 190 | 7.05 215 | 6.34 229 | 13.35 289 | 6.83 248 | 6.34 316 | 10.80 285 | 1.75 158 | 0.00 1 | 0.11 367 | 0.06 351 | 0.24 473 | 0.12 185 | 0.14 230 |
|
| CroCo-Stereo Lap2 |  | 4.01 213 | 2.03 450 | 8.14 332 | 9.82 561 | 6.03 563 | 1.11 4 | 0.79 99 | 9.71 185 | 7.98 234 | 3.26 140 | 4.99 144 | 9.08 295 | 5.80 287 | 6.08 109 | 4.39 341 | 0.00 1 | 0.05 200 | 0.00 1 | 0.00 1 | 0.71 483 | 0.30 366 |
|
| depthmonostereo |  | 4.02 214 | 1.64 353 | 5.29 170 | 4.40 258 | 1.19 207 | 8.04 344 | 1.16 129 | 15.24 310 | 12.52 306 | 4.62 188 | 7.49 203 | 4.11 168 | 4.80 242 | 6.61 123 | 2.71 244 | 0.04 283 | 0.21 465 | 0.11 418 | 0.07 350 | 0.07 116 | 0.02 16 |
|
| MM-Stereo_test2 |  | 4.03 215 | 1.20 190 | 7.42 295 | 5.18 330 | 0.76 144 | 7.24 327 | 2.26 293 | 14.57 296 | 8.19 240 | 6.89 236 | 5.13 152 | 4.85 191 | 3.80 178 | 10.49 268 | 1.96 178 | 0.00 1 | 0.12 380 | 0.00 1 | 0.09 372 | 0.33 347 | 0.08 156 |
|
| GCAP-Stereo-DPT-36K |  | 4.05 216 | 10.05 617 | 27.86 613 | 2.06 18 | 3.89 430 | 3.82 94 | 1.73 221 | 8.20 141 | 3.20 96 | 2.36 104 | 4.75 132 | 2.89 138 | 2.70 135 | 4.26 70 | 0.58 17 | 0.04 283 | 0.14 413 | 0.00 1 | 0.44 552 | 0.47 408 | 1.52 550 |
|
| CAS++ |  | 4.07 217 | 1.67 362 | 6.02 228 | 4.17 230 | 1.02 178 | 4.26 115 | 1.68 202 | 19.10 393 | 10.01 276 | 9.18 269 | 9.17 222 | 1.98 100 | 1.41 77 | 9.54 234 | 1.73 156 | 0.02 224 | 0.05 200 | 0.00 1 | 0.00 1 | 0.32 339 | 0.11 192 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| GCAP-Stereo-DPT-50K |  | 4.15 218 | 9.32 608 | 33.97 632 | 2.49 64 | 3.65 418 | 2.87 51 | 1.51 169 | 8.07 136 | 2.71 71 | 2.04 88 | 4.75 132 | 3.05 140 | 3.21 150 | 2.20 11 | 0.66 28 | 0.03 262 | 0.19 451 | 0.00 1 | 0.41 541 | 0.75 495 | 1.05 521 |
|
| plain |  | 4.15 218 | 1.67 362 | 9.97 439 | 4.86 294 | 2.97 386 | 3.27 70 | 1.41 154 | 8.20 141 | 5.51 173 | 3.37 144 | 16.69 327 | 3.03 139 | 2.71 136 | 14.44 459 | 3.91 320 | 0.14 373 | 0.00 1 | 0.03 295 | 0.01 197 | 0.69 478 | 0.14 230 |
|
| PSi22 |  | 4.19 220 | 1.37 247 | 4.15 104 | 3.83 208 | 0.37 45 | 4.56 134 | 0.25 49 | 7.21 103 | 15.42 354 | 4.31 177 | 6.96 193 | 13.76 385 | 5.93 291 | 13.23 428 | 1.88 169 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.37 366 | 0.20 298 |
|
| DilatedVolume-Stereo |   | 4.23 221 | 1.38 252 | 5.58 205 | 3.85 211 | 1.58 257 | 10.80 391 | 1.02 120 | 11.59 223 | 5.65 177 | 11.75 301 | 9.98 230 | 4.54 184 | 3.29 157 | 9.83 246 | 3.01 263 | 0.05 309 | 0.18 444 | 0.08 374 | 0.23 463 | 0.08 133 | 0.06 124 |
|
| quiztm |  | 4.28 222 | 1.71 373 | 5.37 176 | 4.86 294 | 5.11 511 | 4.60 143 | 2.84 333 | 13.08 264 | 7.79 232 | 8.37 257 | 11.40 265 | 6.75 246 | 2.57 133 | 7.18 141 | 2.59 234 | 0.80 555 | 0.03 140 | 0.00 1 | 0.07 350 | 0.41 384 | 0.11 192 |
|
| MIF-Stereo (partial) |  | 4.33 223 | 1.23 199 | 7.27 285 | 5.04 305 | 5.31 529 | 3.47 79 | 0.95 115 | 9.06 170 | 7.41 224 | 4.15 176 | 15.76 314 | 5.38 206 | 5.22 264 | 11.56 330 | 4.21 334 | 0.04 283 | 0.02 100 | 0.05 328 | 0.03 266 | 0.34 353 | 0.12 202 |
|
| MyStereo07 |  | 4.38 224 | 1.92 424 | 5.06 150 | 6.09 410 | 4.31 462 | 6.54 305 | 9.96 546 | 15.35 314 | 5.15 161 | 4.34 180 | 5.65 171 | 3.15 143 | 5.77 286 | 11.33 319 | 1.81 164 | 0.06 330 | 0.10 346 | 0.03 295 | 0.04 291 | 0.63 467 | 0.30 366 |
|
| XX-TBD |  | 4.45 225 | 10.67 624 | 3.01 23 | 10.28 578 | 0.57 95 | 5.84 259 | 0.07 13 | 7.57 116 | 12.24 304 | 11.43 299 | 14.74 301 | 4.07 167 | 1.66 90 | 4.51 81 | 2.05 190 | 0.01 140 | 0.01 42 | 0.00 1 | 0.00 1 | 0.26 286 | 0.01 4 |
|
| rvit_stereo_0083 |  | 4.53 226 | 1.94 428 | 9.94 437 | 7.12 478 | 1.67 270 | 4.98 182 | 2.80 330 | 8.25 144 | 18.22 399 | 4.76 196 | 7.78 207 | 6.41 237 | 4.87 243 | 7.54 155 | 3.74 308 | 0.11 360 | 0.04 162 | 0.00 1 | 0.01 197 | 0.24 270 | 0.16 259 |
|
| FE-Mocha |  | 4.54 227 | 2.08 456 | 9.99 441 | 4.36 256 | 2.16 324 | 4.76 164 | 0.81 100 | 13.59 275 | 4.81 143 | 13.39 349 | 11.04 259 | 11.38 333 | 3.45 161 | 5.97 107 | 2.12 203 | 0.03 262 | 0.14 413 | 0.14 439 | 0.38 534 | 0.12 185 | 0.18 278 |
|
| Reg-Stereo(zero) |  | 4.54 227 | 0.68 34 | 4.39 115 | 3.20 136 | 1.30 219 | 3.29 72 | 0.89 110 | 16.64 341 | 12.89 314 | 10.01 278 | 10.70 253 | 10.29 315 | 4.51 217 | 8.83 208 | 2.63 239 | 0.01 140 | 0.14 413 | 0.00 1 | 0.13 403 | 0.03 46 | 0.17 268 |
|
| NLMM |  | 4.55 229 | 1.18 185 | 5.44 181 | 3.48 167 | 5.88 561 | 13.44 446 | 1.59 184 | 11.98 229 | 8.84 257 | 4.92 202 | 5.44 162 | 6.20 226 | 5.05 254 | 9.85 247 | 7.60 430 | 0.01 140 | 0.01 42 | 0.00 1 | 0.00 1 | 0.09 144 | 0.10 174 |
|
| WQFJA1 |  | 4.56 230 | 1.18 185 | 5.44 181 | 3.48 167 | 5.88 561 | 13.44 446 | 1.59 184 | 11.97 228 | 8.85 258 | 4.92 202 | 5.44 162 | 6.20 226 | 5.05 254 | 10.03 255 | 7.60 430 | 0.01 140 | 0.01 42 | 0.00 1 | 0.00 1 | 0.09 144 | 0.10 174 |
|
| WCG-NET(raft) |  | 4.57 231 | 1.16 179 | 6.01 227 | 2.95 113 | 0.19 4 | 5.09 198 | 2.01 274 | 10.28 199 | 15.34 352 | 8.64 264 | 11.43 266 | 9.63 305 | 5.06 256 | 10.96 294 | 2.19 207 | 0.00 1 | 0.13 396 | 0.00 1 | 0.01 197 | 0.14 199 | 0.12 202 |
|
| SE |  | 4.60 232 | 1.47 277 | 5.19 161 | 4.23 238 | 0.85 157 | 9.99 369 | 4.88 415 | 12.51 241 | 10.59 281 | 10.28 284 | 11.98 274 | 4.92 193 | 5.94 292 | 3.97 60 | 1.76 159 | 2.49 618 | 0.07 268 | 0.26 492 | 0.19 441 | 0.37 366 | 0.12 202 |
|
| CREStereo++_RVC |  | 4.61 233 | 0.99 127 | 3.70 65 | 4.08 222 | 2.01 314 | 3.94 98 | 0.10 23 | 9.10 171 | 16.94 378 | 8.65 265 | 16.77 329 | 4.46 177 | 2.18 112 | 5.72 100 | 3.12 275 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 674 | 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 |  | 4.68 234 | 1.09 157 | 5.54 196 | 4.07 219 | 5.82 556 | 10.92 398 | 3.99 378 | 10.31 200 | 10.17 277 | 5.90 218 | 4.99 144 | 5.79 216 | 5.18 261 | 12.80 407 | 6.89 411 | 0.01 140 | 0.00 1 | 0.01 245 | 0.00 1 | 0.15 207 | 0.06 124 |
|
| iRaftStereo_RVC |  | 4.68 234 | 1.51 298 | 6.89 268 | 4.91 299 | 0.72 137 | 5.26 208 | 0.46 67 | 17.60 355 | 10.47 280 | 9.53 273 | 15.13 306 | 5.75 214 | 3.24 153 | 8.93 212 | 2.22 210 | 0.00 1 | 0.09 325 | 0.00 1 | 0.00 1 | 0.46 401 | 0.41 408 |
|
| WQFJX |  | 4.69 236 | 1.22 194 | 5.36 175 | 3.29 148 | 5.73 552 | 14.19 463 | 1.93 264 | 11.24 220 | 8.68 251 | 5.78 216 | 5.47 165 | 5.72 213 | 5.99 298 | 12.05 361 | 6.87 409 | 0.02 224 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 179 | 0.15 250 |
|
| Former-RAFT_DAM_RVC |  | 4.69 236 | 2.56 494 | 8.72 367 | 4.26 246 | 3.52 413 | 9.22 362 | 1.48 160 | 13.54 273 | 18.88 406 | 7.47 247 | 7.08 195 | 2.04 106 | 2.24 114 | 9.66 239 | 2.27 213 | 0.05 309 | 0.02 100 | 0.07 363 | 0.00 1 | 0.53 436 | 0.21 310 |
|
| TANstereo |  | 4.70 238 | 1.08 151 | 4.01 88 | 3.53 175 | 0.47 71 | 14.26 464 | 0.15 35 | 8.67 163 | 12.54 307 | 12.50 314 | 18.43 349 | 5.20 200 | 4.54 220 | 5.68 98 | 2.07 193 | 0.00 1 | 0.13 396 | 0.00 1 | 0.01 197 | 0.02 10 | 0.63 461 |
|
| Weightmod |  | 4.73 239 | 1.47 277 | 4.38 114 | 2.73 86 | 2.87 375 | 10.79 390 | 1.76 234 | 11.42 221 | 9.66 267 | 8.14 250 | 10.48 249 | 9.45 301 | 6.51 325 | 9.57 236 | 3.48 294 | 0.87 565 | 0.25 502 | 0.06 351 | 0.02 239 | 0.55 443 | 0.18 278 |
|
| rvit_stereo_ft |  | 4.73 239 | 2.68 500 | 9.30 404 | 11.34 604 | 2.74 367 | 4.18 110 | 8.45 520 | 9.77 187 | 9.90 275 | 4.04 171 | 6.26 180 | 6.73 244 | 4.72 236 | 8.99 216 | 5.03 366 | 0.01 140 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 300 | 0.09 162 |
|
| MSKI-zero shot |  | 4.76 241 | 1.56 322 | 5.98 225 | 5.14 323 | 1.13 196 | 6.55 307 | 1.55 178 | 12.76 253 | 8.06 236 | 10.44 287 | 11.50 267 | 13.47 381 | 2.38 123 | 12.07 367 | 1.90 171 | 0.01 140 | 0.20 457 | 0.02 275 | 0.29 499 | 0.14 199 | 0.14 230 |
|
| NLSM1 |  | 4.91 242 | 1.17 182 | 5.72 212 | 4.31 255 | 5.71 551 | 13.78 452 | 1.41 154 | 14.12 290 | 9.85 273 | 5.22 209 | 10.88 258 | 4.43 176 | 4.74 238 | 10.99 295 | 5.64 386 | 0.00 1 | 0.00 1 | 0.01 245 | 0.00 1 | 0.09 144 | 0.04 79 |
|
| GGDA |   | 4.98 243 | 1.35 244 | 5.28 167 | 3.28 146 | 1.27 216 | 5.60 234 | 1.68 202 | 13.06 263 | 14.02 331 | 10.05 279 | 15.39 309 | 7.15 257 | 5.21 263 | 11.58 332 | 4.40 342 | 0.01 140 | 0.01 42 | 0.01 245 | 0.00 1 | 0.11 179 | 0.05 109 |
|
| NLCSM |  | 4.99 244 | 1.39 255 | 5.75 213 | 5.86 385 | 5.86 560 | 11.21 404 | 3.80 373 | 10.71 212 | 8.54 250 | 8.36 256 | 5.25 153 | 4.57 185 | 6.65 328 | 13.57 439 | 7.59 429 | 0.29 450 | 0.01 42 | 0.00 1 | 0.01 197 | 0.24 270 | 0.13 219 |
|
| MM-Stereo_test1 |  | 5.04 245 | 1.17 182 | 6.08 230 | 5.38 350 | 0.80 151 | 4.99 185 | 7.07 494 | 13.43 272 | 12.00 299 | 12.94 334 | 10.20 240 | 5.92 219 | 6.69 329 | 11.26 317 | 2.19 207 | 0.01 140 | 0.11 367 | 0.00 1 | 0.00 1 | 0.42 388 | 0.07 141 |
|
| sCroCo_RVC |  | 5.06 246 | 3.29 523 | 16.45 555 | 10.72 586 | 6.64 579 | 5.83 257 | 2.74 325 | 9.67 181 | 8.06 236 | 3.66 154 | 9.20 223 | 4.81 189 | 4.95 248 | 8.12 176 | 4.64 350 | 0.64 533 | 0.50 569 | 0.06 351 | 0.03 266 | 0.70 481 | 0.42 411 |
|
| RT-Monster |  | 5.07 247 | 1.10 159 | 4.69 126 | 3.44 160 | 4.24 453 | 5.19 203 | 0.81 100 | 12.47 238 | 19.77 412 | 13.38 348 | 13.37 290 | 9.84 308 | 3.27 154 | 7.69 158 | 1.91 173 | 0.04 283 | 0.08 306 | 0.00 1 | 0.00 1 | 0.05 84 | 0.12 202 |
|
| RAFT-Stereo-weight |  | 5.07 247 | 0.93 113 | 5.57 202 | 4.24 240 | 0.72 137 | 6.05 283 | 1.63 193 | 17.77 360 | 17.16 379 | 10.99 295 | 10.22 242 | 12.06 351 | 1.67 91 | 9.25 226 | 2.69 242 | 0.06 330 | 0.11 367 | 0.00 1 | 0.00 1 | 0.15 207 | 0.12 202 |
|
| tg |  | 5.09 249 | 1.48 284 | 6.73 255 | 4.83 289 | 1.23 212 | 7.57 337 | 0.49 69 | 18.35 374 | 11.87 295 | 9.28 271 | 14.61 298 | 7.15 257 | 4.12 189 | 10.58 269 | 2.74 245 | 0.00 1 | 0.04 162 | 0.00 1 | 0.00 1 | 0.45 395 | 0.36 394 |
|
| model_zeroshot |  | 5.12 250 | 1.53 304 | 9.70 429 | 5.33 346 | 1.54 256 | 8.71 355 | 2.23 290 | 15.60 321 | 8.29 244 | 13.74 353 | 10.02 235 | 10.57 319 | 2.97 143 | 8.47 183 | 2.61 235 | 0.02 224 | 0.18 444 | 0.14 439 | 0.25 479 | 0.06 91 | 0.34 384 |
|
| AE-Stereo |  | 5.15 251 | 1.56 322 | 7.99 324 | 8.70 529 | 2.18 325 | 9.12 361 | 3.02 340 | 11.78 225 | 13.30 323 | 4.34 180 | 12.84 283 | 10.83 322 | 4.53 218 | 8.71 199 | 2.82 252 | 0.04 283 | 0.44 553 | 0.05 328 | 0.33 519 | 0.20 240 | 0.17 268 |
|
| 4D-IteraStereo |  | 5.15 251 | 1.47 277 | 7.98 322 | 4.89 298 | 4.69 488 | 6.25 289 | 1.85 252 | 13.23 265 | 16.30 369 | 14.18 359 | 11.26 262 | 8.33 284 | 1.61 84 | 8.07 171 | 2.42 220 | 0.00 1 | 0.05 200 | 0.08 374 | 0.01 197 | 0.19 236 | 0.15 250 |
|
| ManiGeoR |   | 5.19 253 | 1.66 359 | 8.59 360 | 3.09 127 | 3.05 389 | 5.94 269 | 1.66 198 | 19.05 390 | 9.74 269 | 6.25 226 | 14.27 295 | 6.24 229 | 4.97 249 | 12.44 385 | 6.57 404 | 0.01 140 | 0.00 1 | 0.05 328 | 0.00 1 | 0.15 207 | 0.03 49 |
|
| HLf10 |  | 5.19 253 | 1.66 359 | 8.59 360 | 3.09 127 | 3.05 389 | 5.94 269 | 1.66 198 | 19.05 390 | 9.74 269 | 6.25 226 | 14.27 295 | 6.24 229 | 4.97 249 | 12.44 385 | 6.57 404 | 0.01 140 | 0.00 1 | 0.05 328 | 0.00 1 | 0.15 207 | 0.03 49 |
|
| CAS |  | 5.20 255 | 0.78 55 | 3.30 41 | 17.06 645 | 7.59 605 | 8.07 345 | 6.31 461 | 9.46 177 | 9.09 260 | 4.57 187 | 10.67 251 | 1.91 99 | 1.22 66 | 4.18 67 | 2.16 205 | 10.33 665 | 0.02 100 | 0.00 1 | 0.02 239 | 0.44 393 | 6.83 639 |
|
| test_1 |  | 5.20 255 | 1.06 141 | 7.72 309 | 4.21 237 | 0.59 99 | 6.69 310 | 3.03 341 | 12.98 259 | 17.51 388 | 12.35 312 | 8.66 213 | 13.20 372 | 4.12 189 | 9.00 218 | 2.11 200 | 0.00 1 | 0.05 200 | 0.00 1 | 0.32 514 | 0.25 275 | 0.18 278 |
|
| NLMM1 |  | 5.21 257 | 1.29 220 | 6.55 248 | 3.79 205 | 5.49 538 | 12.43 427 | 3.31 353 | 12.18 233 | 15.22 347 | 7.19 246 | 8.46 210 | 5.22 201 | 4.60 225 | 12.03 357 | 6.29 400 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.10 168 | 0.07 141 |
|
| test-3 |  | 5.21 257 | 1.06 141 | 7.71 308 | 4.19 235 | 0.59 99 | 6.72 313 | 3.01 339 | 12.96 257 | 17.49 387 | 12.53 322 | 8.65 211 | 13.20 372 | 4.14 191 | 9.00 218 | 2.11 200 | 0.00 1 | 0.05 200 | 0.00 1 | 0.32 514 | 0.25 275 | 0.18 278 |
|
| EAI-Stereo |  | 5.21 257 | 1.74 379 | 8.46 352 | 5.69 368 | 1.37 239 | 5.67 248 | 3.52 362 | 18.77 383 | 5.65 177 | 9.75 274 | 16.08 318 | 6.36 235 | 3.57 169 | 11.73 345 | 3.64 301 | 0.01 140 | 0.33 531 | 0.03 295 | 1.06 601 | 0.21 245 | 0.65 469 |
|
| TestStereo_HL2 |  | 5.22 260 | 1.38 252 | 5.53 193 | 3.26 142 | 1.86 294 | 5.59 232 | 2.00 272 | 12.91 255 | 13.35 326 | 10.93 294 | 18.83 356 | 7.13 255 | 5.06 256 | 11.93 354 | 4.59 348 | 0.01 140 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 133 | 0.02 16 |
|
| tt1 |  | 5.27 261 | 1.99 435 | 5.11 152 | 6.02 406 | 0.26 10 | 10.59 385 | 4.22 392 | 18.45 376 | 16.31 370 | 6.75 233 | 8.95 217 | 4.75 188 | 9.15 391 | 10.82 287 | 1.61 145 | 0.00 1 | 0.05 200 | 0.00 1 | 0.04 291 | 0.26 286 | 0.14 230 |
|
| IGEV-FE |  | 5.28 262 | 2.03 450 | 14.26 525 | 6.10 413 | 1.33 230 | 4.32 117 | 1.03 123 | 14.46 291 | 6.50 193 | 13.33 346 | 11.86 270 | 11.00 324 | 3.47 164 | 10.71 278 | 3.65 303 | 0.03 262 | 0.22 475 | 0.15 446 | 0.26 485 | 0.80 500 | 0.20 298 |
|
| ACVNet-DCA |  | 5.28 262 | 2.00 437 | 4.99 144 | 5.89 387 | 0.26 10 | 10.85 393 | 5.38 424 | 20.20 406 | 11.88 296 | 6.95 239 | 10.01 231 | 4.49 179 | 9.78 406 | 10.79 282 | 1.59 142 | 0.00 1 | 0.05 200 | 0.00 1 | 0.04 291 | 0.25 275 | 0.20 298 |
|
| IGEV_Zeroshot_test |  | 5.28 262 | 2.03 450 | 14.26 525 | 6.09 410 | 1.33 230 | 4.32 117 | 1.03 123 | 14.46 291 | 6.50 193 | 13.33 346 | 11.89 271 | 11.01 325 | 3.45 161 | 10.71 278 | 3.64 301 | 0.03 262 | 0.22 475 | 0.15 446 | 0.26 485 | 0.80 500 | 0.20 298 |
|
| HLf8 |  | 5.31 265 | 1.68 368 | 7.70 307 | 3.15 132 | 2.75 368 | 7.19 325 | 1.88 255 | 17.68 357 | 16.71 374 | 7.82 248 | 13.88 292 | 6.00 222 | 3.75 177 | 11.89 353 | 3.81 314 | 0.01 140 | 0.00 1 | 0.01 245 | 0.00 1 | 0.15 207 | 0.04 79 |
|
| RCA-Stereo |  | 5.32 266 | 1.08 151 | 5.91 221 | 4.29 253 | 0.51 82 | 5.65 238 | 4.12 385 | 16.97 345 | 18.67 404 | 8.27 254 | 14.16 293 | 8.86 290 | 8.90 386 | 6.45 118 | 2.18 206 | 0.00 1 | 0.07 268 | 0.10 405 | 0.00 1 | 0.10 168 | 0.07 141 |
|
| cc1 |  | 5.34 267 | 2.00 437 | 4.99 144 | 5.89 387 | 0.26 10 | 10.85 393 | 5.38 424 | 17.85 364 | 15.48 356 | 6.95 239 | 10.01 231 | 4.49 179 | 9.78 406 | 10.79 282 | 1.59 142 | 0.00 1 | 0.05 200 | 0.00 1 | 0.04 291 | 0.30 317 | 0.13 219 |
|
| PMTNet |  | 5.36 268 | 0.97 121 | 3.42 49 | 1.97 11 | 1.30 219 | 8.96 356 | 0.69 87 | 12.33 235 | 12.16 301 | 8.50 261 | 11.35 263 | 6.09 223 | 4.50 216 | 9.34 230 | 2.70 243 | 22.71 681 | 0.01 42 | 0.04 317 | 0.02 239 | 0.06 91 | 0.01 4 |
|
| cross-raft |  | 5.37 269 | 1.23 199 | 6.66 253 | 5.91 392 | 1.25 213 | 6.00 275 | 1.48 160 | 15.82 327 | 7.70 230 | 12.95 335 | 20.80 391 | 11.63 336 | 4.42 203 | 8.59 188 | 2.23 211 | 0.01 140 | 0.21 465 | 0.00 1 | 0.22 454 | 0.21 245 | 0.10 174 |
|
| xyz-stereo-finetune |  | 5.39 270 | 1.47 277 | 5.53 193 | 2.65 79 | 0.30 24 | 11.94 415 | 3.28 346 | 12.96 257 | 21.28 432 | 8.14 250 | 12.32 279 | 6.19 225 | 3.62 174 | 11.80 349 | 5.98 392 | 0.01 140 | 0.02 100 | 0.00 1 | 0.02 239 | 0.16 218 | 0.04 79 |
|
| TestStereo-Hl |   | 5.40 271 | 1.33 235 | 5.55 197 | 3.00 120 | 0.89 164 | 5.51 222 | 4.03 381 | 14.53 294 | 13.48 327 | 10.10 281 | 16.08 318 | 8.99 292 | 8.18 371 | 12.60 398 | 3.48 294 | 0.05 309 | 0.03 140 | 0.01 245 | 0.00 1 | 0.16 218 | 0.06 124 |
|
| HH |  | 5.47 272 | 2.08 456 | 9.00 382 | 4.88 296 | 1.07 187 | 4.93 178 | 3.60 369 | 16.68 342 | 6.83 201 | 8.39 258 | 12.14 276 | 15.05 403 | 9.06 389 | 12.68 399 | 1.93 176 | 0.02 224 | 0.17 436 | 0.18 461 | 0.00 1 | 0.28 300 | 0.48 430 |
|
| HanStereo |  | 5.47 272 | 2.08 456 | 9.00 382 | 4.88 296 | 1.07 187 | 4.93 178 | 3.60 369 | 16.68 342 | 6.83 201 | 8.39 258 | 12.14 276 | 15.05 403 | 9.06 389 | 12.68 399 | 1.93 176 | 0.02 224 | 0.17 436 | 0.18 461 | 0.00 1 | 0.28 300 | 0.48 430 |
|
| test_4 |  | 5.47 272 | 0.98 122 | 5.56 201 | 6.55 444 | 0.62 106 | 5.53 225 | 1.88 255 | 11.68 224 | 6.00 183 | 12.60 326 | 30.86 522 | 7.48 269 | 3.87 179 | 12.25 377 | 2.97 260 | 0.00 1 | 0.07 268 | 0.03 295 | 0.14 409 | 0.34 353 | 0.04 79 |
|
| HUI-Stereo |  | 5.48 275 | 1.74 379 | 9.01 384 | 5.08 311 | 0.42 60 | 5.65 238 | 2.77 327 | 12.55 247 | 7.03 214 | 12.54 324 | 18.10 343 | 13.07 370 | 6.71 330 | 9.92 250 | 3.74 308 | 0.61 526 | 0.08 306 | 0.09 386 | 0.00 1 | 0.22 248 | 0.23 329 |
|
| RAFT-Stereo + iAFF |  | 5.48 275 | 1.66 359 | 7.56 298 | 3.49 169 | 0.40 52 | 2.75 45 | 0.67 83 | 16.07 333 | 14.76 342 | 12.27 309 | 18.67 354 | 11.95 346 | 8.08 369 | 7.84 164 | 2.89 254 | 0.01 140 | 0.06 239 | 0.00 1 | 0.00 1 | 0.37 366 | 0.04 79 |
|
| ROB_FTStereo |  | 5.49 277 | 1.74 379 | 8.96 379 | 5.09 312 | 0.42 60 | 5.65 238 | 1.68 202 | 12.53 246 | 7.00 207 | 12.53 322 | 18.00 340 | 13.02 366 | 6.74 333 | 11.51 327 | 3.81 314 | 0.60 522 | 0.09 325 | 0.09 386 | 0.00 1 | 0.22 248 | 0.22 318 |
|
| PSM-adaLoss |  | 5.50 278 | 1.74 379 | 9.03 388 | 5.09 312 | 0.42 60 | 5.66 243 | 1.98 271 | 12.50 239 | 7.01 212 | 12.52 316 | 18.13 346 | 12.96 362 | 6.77 338 | 11.11 303 | 3.83 316 | 0.72 539 | 0.09 325 | 0.09 386 | 0.00 1 | 0.22 248 | 0.22 318 |
|
| ROB_FTStereo_v2 |  | 5.53 279 | 1.74 379 | 8.97 381 | 5.09 312 | 0.42 60 | 5.64 237 | 2.02 275 | 12.50 239 | 7.00 207 | 12.51 315 | 18.10 343 | 12.99 363 | 6.72 331 | 11.50 326 | 4.04 332 | 0.70 535 | 0.09 325 | 0.09 386 | 0.00 1 | 0.22 248 | 0.23 329 |
|
| CRE-IMP |  | 5.53 279 | 1.63 352 | 9.62 418 | 5.65 363 | 0.48 76 | 7.02 322 | 1.70 207 | 11.84 226 | 8.33 246 | 12.99 338 | 16.02 317 | 11.08 327 | 6.23 308 | 12.06 364 | 5.06 367 | 0.28 448 | 0.07 268 | 0.09 386 | 0.00 1 | 0.24 270 | 0.21 310 |
|
| RAFT-IKP |  | 5.53 279 | 1.74 379 | 8.95 376 | 5.09 312 | 0.41 55 | 5.45 219 | 2.08 280 | 12.52 243 | 7.00 207 | 12.52 316 | 18.13 346 | 12.93 361 | 6.79 339 | 11.59 335 | 3.99 327 | 0.80 555 | 0.09 325 | 0.09 386 | 0.00 1 | 0.22 248 | 0.22 318 |
|
| LL-Strereo2 |  | 5.54 282 | 2.17 467 | 9.12 394 | 5.65 363 | 2.54 351 | 6.48 301 | 2.27 294 | 15.08 305 | 7.79 232 | 10.99 295 | 10.26 243 | 15.94 417 | 3.50 167 | 13.25 429 | 3.63 300 | 0.00 1 | 0.13 396 | 1.34 599 | 0.10 385 | 0.30 317 | 0.19 293 |
|
| iGMRVC |  | 5.54 282 | 1.74 379 | 9.01 384 | 5.09 312 | 0.42 60 | 5.66 243 | 1.81 247 | 12.61 250 | 7.02 213 | 12.52 316 | 18.11 345 | 13.02 366 | 6.64 327 | 11.57 331 | 4.16 333 | 0.82 559 | 0.09 325 | 0.09 386 | 0.00 1 | 0.22 248 | 0.21 310 |
|
| Gwc-CoAtRS |  | 5.54 282 | 1.22 194 | 8.40 345 | 4.28 249 | 1.36 238 | 6.93 319 | 1.31 143 | 15.48 316 | 15.03 344 | 12.62 327 | 13.32 288 | 12.74 359 | 5.71 284 | 8.61 189 | 2.98 262 | 0.01 140 | 0.22 475 | 0.00 1 | 0.29 499 | 0.28 300 | 0.07 141 |
|
| test_3 |  | 5.55 285 | 1.02 132 | 8.07 329 | 6.18 418 | 0.54 89 | 9.00 357 | 3.28 346 | 13.55 274 | 18.66 403 | 11.97 306 | 8.89 216 | 13.98 387 | 4.05 187 | 8.96 214 | 2.10 199 | 0.00 1 | 0.05 200 | 0.00 1 | 0.31 511 | 0.26 286 | 0.18 278 |
|
| CFNet-RSSM |  | 5.55 285 | 1.08 151 | 8.60 362 | 4.30 254 | 1.21 210 | 6.42 300 | 1.25 137 | 16.12 334 | 17.84 392 | 13.12 339 | 11.14 261 | 11.84 341 | 5.52 273 | 9.14 223 | 2.35 217 | 0.01 140 | 0.20 457 | 0.00 1 | 0.36 527 | 0.34 353 | 0.07 141 |
|
| TestStereo_HLe17 |  | 5.56 287 | 1.69 371 | 9.09 392 | 3.07 125 | 2.43 344 | 7.21 326 | 2.98 337 | 17.93 367 | 16.13 368 | 8.49 260 | 16.14 321 | 5.57 212 | 4.29 198 | 12.87 409 | 3.21 282 | 0.04 283 | 0.00 1 | 0.01 245 | 0.00 1 | 0.10 168 | 0.04 79 |
|
| Patchmatch Stereo++ |  | 5.56 287 | 1.74 379 | 9.01 384 | 5.09 312 | 0.41 55 | 5.66 243 | 2.40 306 | 12.52 243 | 7.00 207 | 12.52 316 | 18.08 341 | 13.02 366 | 6.74 333 | 11.59 335 | 4.01 329 | 0.78 549 | 0.09 325 | 0.09 386 | 0.00 1 | 0.22 248 | 0.22 318 |
| 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 |  | 5.56 287 | 1.74 379 | 9.01 384 | 5.09 312 | 0.41 55 | 5.66 243 | 2.40 306 | 12.52 243 | 7.00 207 | 12.52 316 | 18.08 341 | 13.02 366 | 6.74 333 | 11.59 335 | 4.01 329 | 0.78 549 | 0.09 325 | 0.09 386 | 0.00 1 | 0.22 248 | 0.22 318 |
|
| raftrobust |  | 5.56 287 | 1.42 262 | 6.00 226 | 7.04 472 | 5.11 511 | 4.90 177 | 1.88 255 | 17.13 348 | 13.72 329 | 11.87 303 | 11.58 268 | 7.82 272 | 9.21 392 | 10.28 260 | 2.92 258 | 0.02 224 | 0.05 200 | 0.00 1 | 0.00 1 | 0.22 248 | 0.11 192 |
|
| 1test111 |  | 5.59 291 | 2.00 437 | 4.99 144 | 5.89 387 | 0.26 10 | 10.85 393 | 5.38 424 | 20.20 406 | 11.88 296 | 6.95 239 | 10.01 231 | 4.49 179 | 9.78 406 | 11.09 301 | 7.45 422 | 0.00 1 | 0.05 200 | 0.00 1 | 0.04 291 | 0.25 275 | 0.20 298 |
|
| xyz-stereo-finetune2 |  | 5.60 292 | 1.64 353 | 5.87 219 | 2.44 57 | 0.32 27 | 15.39 489 | 1.90 260 | 10.59 210 | 5.28 165 | 10.58 288 | 17.82 338 | 7.37 267 | 8.93 387 | 14.86 468 | 8.46 458 | 0.01 140 | 0.02 100 | 0.08 374 | 0.14 409 | 0.23 263 | 0.04 79 |
|
| test-1 |  | 5.62 293 | 1.53 304 | 14.78 536 | 7.44 491 | 1.11 192 | 7.99 343 | 1.19 131 | 13.03 261 | 12.04 300 | 9.39 272 | 15.23 308 | 11.15 330 | 5.56 276 | 7.06 138 | 3.57 296 | 0.07 341 | 0.50 569 | 0.00 1 | 0.10 385 | 0.16 218 | 0.47 426 |
|
| DeepStereo_RVC |  | 5.65 294 | 1.65 355 | 9.06 390 | 5.21 336 | 0.56 93 | 5.55 230 | 1.84 251 | 12.16 232 | 7.22 218 | 13.94 355 | 14.96 304 | 12.58 355 | 10.27 415 | 11.25 316 | 5.81 390 | 0.39 480 | 0.10 346 | 0.11 418 | 0.00 1 | 0.18 232 | 0.22 318 |
|
| HLF11 |  | 5.67 295 | 1.55 312 | 8.56 357 | 3.38 156 | 3.06 391 | 4.57 137 | 1.23 135 | 18.20 373 | 9.49 266 | 9.83 276 | 16.96 330 | 7.53 271 | 4.93 247 | 15.35 475 | 8.47 459 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.23 263 | 0.01 4 |
|
| MM-Stereo_test3 |  | 5.71 296 | 1.22 194 | 5.59 206 | 5.84 384 | 5.43 535 | 4.74 161 | 6.54 475 | 19.30 395 | 23.72 465 | 8.53 262 | 11.36 264 | 7.15 257 | 2.84 141 | 8.62 191 | 2.51 229 | 0.05 309 | 0.07 268 | 0.00 1 | 0.00 1 | 0.45 395 | 0.17 268 |
|
| EKT-Stereo |  | 5.73 297 | 1.42 262 | 7.85 313 | 7.16 480 | 5.35 531 | 5.22 204 | 4.41 396 | 18.13 372 | 14.05 332 | 8.77 266 | 12.85 284 | 9.55 303 | 4.26 197 | 11.19 312 | 2.45 226 | 0.45 494 | 0.23 483 | 0.07 363 | 0.10 385 | 0.16 218 | 0.87 502 |
|
| NRIStereo |  | 5.73 297 | 1.67 362 | 8.42 347 | 5.72 374 | 0.41 55 | 6.71 312 | 2.60 318 | 14.73 300 | 10.71 285 | 12.39 313 | 15.07 305 | 11.58 335 | 6.23 308 | 12.06 364 | 4.78 354 | 0.61 526 | 0.17 436 | 0.11 418 | 0.00 1 | 0.28 300 | 0.27 353 |
|
| rvit_0105_6 |  | 5.74 299 | 2.76 501 | 14.29 527 | 9.83 563 | 1.73 276 | 5.18 202 | 5.24 419 | 10.21 198 | 20.31 418 | 6.26 228 | 6.78 186 | 10.10 314 | 6.43 319 | 11.20 314 | 3.33 288 | 0.18 392 | 0.29 516 | 0.00 1 | 0.00 1 | 0.51 429 | 0.14 230 |
|
| RAFT-Test |  | 5.75 300 | 1.32 232 | 6.77 262 | 4.07 219 | 1.71 274 | 9.95 368 | 1.56 182 | 15.78 326 | 8.34 248 | 12.73 330 | 23.83 431 | 11.80 339 | 4.69 229 | 8.99 216 | 2.57 232 | 0.01 140 | 0.29 516 | 0.00 1 | 0.38 534 | 0.16 218 | 0.07 141 |
|
| Selective-RAFT |  | 5.78 301 | 0.83 72 | 10.24 450 | 6.70 455 | 0.72 137 | 15.49 494 | 1.13 128 | 13.82 288 | 15.41 353 | 6.97 243 | 6.97 194 | 11.63 336 | 8.27 373 | 12.32 379 | 4.73 352 | 0.10 353 | 0.01 42 | 0.00 1 | 0.26 485 | 0.07 116 | 0.03 49 |
|
| SMOE |  | 5.86 302 | 1.15 177 | 5.68 209 | 4.41 259 | 0.90 167 | 13.49 448 | 6.83 487 | 17.46 353 | 11.25 292 | 11.53 300 | 14.89 303 | 9.61 304 | 7.48 352 | 6.40 117 | 2.77 247 | 0.23 425 | 0.01 42 | 2.36 619 | 0.05 319 | 0.45 395 | 0.34 384 |
|
| 11t1 |  | 5.86 302 | 1.10 159 | 7.74 311 | 5.18 330 | 1.44 241 | 13.82 455 | 2.36 298 | 14.92 303 | 7.26 221 | 12.98 337 | 11.10 260 | 11.24 331 | 9.30 394 | 11.59 335 | 6.54 402 | 0.10 353 | 0.16 431 | 0.00 1 | 0.01 197 | 0.18 232 | 0.23 329 |
|
| s12784h |  | 5.87 304 | 0.88 93 | 4.11 100 | 3.01 121 | 0.51 82 | 18.49 547 | 0.98 118 | 18.89 387 | 17.60 389 | 12.52 316 | 12.46 280 | 7.87 275 | 5.01 253 | 11.05 299 | 3.13 277 | 0.73 543 | 0.01 42 | 0.04 317 | 0.00 1 | 0.07 116 | 0.01 4 |
|
| H2IRNET |  | 5.89 305 | 1.14 171 | 6.65 251 | 4.13 228 | 2.24 330 | 4.15 105 | 0.73 92 | 12.10 231 | 13.21 319 | 7.09 244 | 20.45 383 | 15.74 413 | 10.74 423 | 10.36 263 | 7.84 438 | 0.06 330 | 0.00 1 | 0.07 363 | 0.53 565 | 0.37 366 | 0.16 259 |
|
| anonymousdsp2 |  | 5.93 306 | 1.54 309 | 8.34 339 | 4.43 264 | 0.38 50 | 9.24 363 | 4.11 383 | 21.92 434 | 17.36 384 | 12.28 311 | 10.08 238 | 10.05 311 | 4.42 203 | 11.04 297 | 2.54 231 | 0.01 140 | 0.02 100 | 0.30 511 | 0.18 428 | 0.21 245 | 0.18 278 |
|
| GMStereo |   | 5.94 307 | 3.84 542 | 10.86 466 | 5.13 322 | 0.71 128 | 7.27 329 | 2.66 323 | 12.38 236 | 25.14 482 | 12.01 308 | 10.66 250 | 5.12 197 | 3.46 163 | 11.39 322 | 6.16 398 | 0.45 494 | 0.02 100 | 0.05 328 | 0.31 511 | 0.86 506 | 0.25 343 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| S0 |  | 5.95 308 | 1.20 190 | 5.32 171 | 4.51 267 | 2.78 371 | 18.26 542 | 13.84 601 | 12.84 254 | 7.10 216 | 11.37 298 | 13.26 287 | 8.10 281 | 5.94 292 | 8.70 198 | 2.58 233 | 1.95 604 | 0.27 510 | 0.15 446 | 0.07 350 | 0.45 395 | 0.20 298 |
|
| RALCasStereoNet |  | 5.95 308 | 2.02 447 | 7.09 278 | 7.06 473 | 5.10 510 | 6.36 297 | 5.44 430 | 13.97 289 | 13.25 321 | 9.93 277 | 17.45 334 | 10.37 317 | 3.89 180 | 11.64 340 | 4.24 337 | 0.02 224 | 0.46 560 | 0.10 405 | 0.00 1 | 0.20 240 | 0.31 374 |
|
| GMOStereo |  | 5.97 310 | 1.55 312 | 7.18 279 | 5.17 325 | 0.71 128 | 5.54 226 | 2.21 285 | 10.54 206 | 12.86 310 | 18.29 466 | 22.01 409 | 17.06 433 | 6.27 310 | 6.62 124 | 2.43 221 | 0.00 1 | 0.23 483 | 0.12 422 | 0.00 1 | 0.46 401 | 0.10 174 |
|
| error version |  | 5.97 310 | 1.55 312 | 7.18 279 | 5.17 325 | 0.71 128 | 5.54 226 | 2.21 285 | 10.54 206 | 12.86 310 | 18.29 466 | 22.01 409 | 17.06 433 | 6.27 310 | 6.62 124 | 2.43 221 | 0.00 1 | 0.23 483 | 0.12 422 | 0.00 1 | 0.46 401 | 0.10 174 |
|
| test-v |  | 5.97 310 | 1.55 312 | 7.18 279 | 5.17 325 | 0.71 128 | 5.54 226 | 2.21 285 | 10.54 206 | 12.86 310 | 18.29 466 | 22.01 409 | 17.06 433 | 6.27 310 | 6.62 124 | 2.43 221 | 0.00 1 | 0.23 483 | 0.12 422 | 0.00 1 | 0.46 401 | 0.10 174 |
|
| test-2 |  | 5.97 310 | 1.55 312 | 7.18 279 | 5.17 325 | 0.71 128 | 5.54 226 | 2.21 285 | 10.54 206 | 12.86 310 | 18.29 466 | 22.01 409 | 17.06 433 | 6.27 310 | 6.62 124 | 2.43 221 | 0.00 1 | 0.23 483 | 0.12 422 | 0.00 1 | 0.46 401 | 0.10 174 |
|
| xx1 |  | 5.99 314 | 2.00 437 | 4.99 144 | 5.89 387 | 0.26 10 | 10.85 393 | 5.38 424 | 17.84 362 | 15.48 356 | 6.95 239 | 10.01 231 | 16.02 420 | 11.15 435 | 10.79 282 | 1.59 142 | 0.00 1 | 0.05 200 | 0.02 275 | 0.05 319 | 0.25 275 | 0.20 298 |
|
| rafts_anoy |  | 6.02 315 | 1.67 362 | 6.27 242 | 6.53 441 | 4.98 500 | 5.30 210 | 2.53 313 | 13.77 285 | 21.01 426 | 12.70 329 | 16.23 323 | 8.56 287 | 5.65 282 | 9.09 221 | 5.22 373 | 0.04 283 | 0.31 523 | 0.09 386 | 0.03 266 | 0.25 275 | 0.17 268 |
|
| TestStereo |  | 6.02 315 | 2.55 493 | 7.33 291 | 5.57 359 | 1.68 273 | 6.05 283 | 1.78 240 | 13.73 282 | 16.40 373 | 10.87 293 | 23.79 430 | 9.00 293 | 5.63 281 | 11.26 317 | 3.96 324 | 0.09 347 | 0.01 42 | 0.00 1 | 0.00 1 | 0.69 478 | 0.01 4 |
|
| Any-RAFT |  | 6.04 317 | 1.16 179 | 4.52 120 | 4.47 265 | 1.20 208 | 10.46 377 | 1.97 270 | 21.84 429 | 15.52 358 | 11.21 297 | 19.37 362 | 13.34 375 | 4.72 236 | 8.65 195 | 2.03 189 | 0.01 140 | 0.19 451 | 0.00 1 | 0.00 1 | 0.04 69 | 0.08 156 |
|
| iRaft-Stereo_20w |  | 6.06 318 | 1.84 411 | 12.04 486 | 4.23 238 | 1.67 270 | 6.77 316 | 2.22 289 | 18.73 382 | 6.08 185 | 14.72 369 | 10.33 244 | 13.42 380 | 8.14 370 | 15.88 491 | 3.08 274 | 0.01 140 | 0.24 494 | 0.13 434 | 0.39 537 | 0.61 461 | 0.71 479 |
|
| DCRE |  | 6.07 319 | 1.75 388 | 8.41 346 | 7.20 481 | 3.82 429 | 6.48 301 | 4.18 391 | 15.52 318 | 10.42 279 | 9.24 270 | 22.47 419 | 11.71 338 | 5.46 270 | 10.62 273 | 3.02 266 | 0.02 224 | 0.26 506 | 0.05 328 | 0.30 506 | 0.15 207 | 0.24 336 |
|
| XX-Stereo |  | 6.14 320 | 1.47 277 | 9.11 393 | 11.87 611 | 6.76 583 | 3.27 70 | 0.93 113 | 15.13 307 | 5.43 170 | 8.79 268 | 28.46 485 | 13.71 384 | 2.22 113 | 11.51 327 | 2.07 193 | 0.20 404 | 0.24 494 | 0.08 374 | 0.29 499 | 1.04 520 | 0.13 219 |
|
| AFF-stereo |  | 6.17 321 | 1.61 341 | 7.02 275 | 4.08 222 | 0.64 110 | 3.53 85 | 0.76 95 | 16.00 331 | 13.14 317 | 12.86 331 | 25.42 447 | 15.67 412 | 7.86 362 | 11.12 304 | 3.21 282 | 0.02 224 | 0.06 239 | 0.00 1 | 0.00 1 | 0.40 381 | 0.08 156 |
|
| knoymous |  | 6.19 322 | 1.49 290 | 4.49 118 | 3.81 206 | 1.87 298 | 5.84 259 | 5.76 438 | 14.51 293 | 14.18 335 | 13.31 345 | 21.59 405 | 12.64 356 | 6.49 322 | 12.41 384 | 4.03 331 | 0.12 366 | 0.13 396 | 0.12 422 | 0.00 1 | 0.71 483 | 0.35 390 |
|
| TRStereo |  | 6.22 323 | 6.09 582 | 11.30 471 | 9.19 542 | 7.41 601 | 4.75 163 | 1.74 225 | 19.70 398 | 11.74 294 | 10.61 289 | 8.65 211 | 10.67 320 | 3.22 152 | 13.81 445 | 3.60 299 | 0.31 455 | 0.23 483 | 0.12 422 | 0.36 527 | 0.48 411 | 0.38 398 |
|
| AnonymousM |  | 6.33 324 | 11.42 632 | 3.06 26 | 3.93 214 | 1.49 248 | 4.54 133 | 3.29 348 | 11.00 217 | 7.70 230 | 16.52 422 | 9.38 226 | 9.07 294 | 3.97 183 | 7.10 139 | 3.01 263 | 0.43 490 | 0.07 268 | 22.69 677 | 7.67 663 | 0.06 91 | 0.21 310 |
|
| AIO-test1 |  | 6.38 325 | 1.41 261 | 5.70 211 | 9.77 559 | 5.61 542 | 9.09 359 | 1.79 241 | 21.63 427 | 20.69 422 | 6.75 233 | 17.68 336 | 8.19 282 | 4.99 251 | 10.38 264 | 3.16 278 | 0.01 140 | 0.01 42 | 0.00 1 | 0.13 403 | 0.28 300 | 0.26 347 |
|
| MyStereo06 |  | 6.40 326 | 1.76 394 | 13.15 501 | 6.19 419 | 4.40 470 | 7.09 323 | 9.95 544 | 16.68 342 | 6.98 206 | 12.91 332 | 10.76 257 | 17.84 454 | 5.71 284 | 9.97 253 | 3.39 291 | 0.06 330 | 0.10 346 | 0.02 275 | 0.04 291 | 0.73 489 | 0.29 363 |
|
| DCANet-4 |  | 6.41 327 | 1.02 132 | 9.66 423 | 3.41 158 | 0.68 117 | 4.73 156 | 1.70 207 | 17.70 358 | 24.33 475 | 15.10 380 | 20.25 377 | 6.45 239 | 8.65 378 | 8.47 183 | 5.31 377 | 0.01 140 | 0.04 162 | 0.00 1 | 0.00 1 | 0.09 144 | 0.63 461 |
|
| riskmin |  | 6.42 328 | 1.29 220 | 6.76 261 | 3.95 215 | 2.25 331 | 10.49 379 | 2.53 313 | 15.11 306 | 17.60 389 | 9.77 275 | 12.91 285 | 15.25 408 | 12.04 460 | 11.58 332 | 5.11 368 | 0.14 373 | 0.24 494 | 0.13 434 | 0.03 266 | 0.61 461 | 0.69 474 |
|
| DisPM |  | 6.43 329 | 1.31 228 | 8.36 341 | 6.61 450 | 1.06 186 | 5.83 257 | 3.82 375 | 13.04 262 | 11.63 293 | 16.38 417 | 23.88 433 | 12.80 360 | 6.50 323 | 13.03 423 | 3.04 268 | 0.51 509 | 0.01 42 | 0.08 374 | 0.15 418 | 0.10 168 | 0.42 411 |
|
| Lsterematch |  | 6.44 330 | 1.75 388 | 6.90 269 | 3.57 183 | 0.63 108 | 8.44 352 | 1.54 176 | 12.51 241 | 16.89 377 | 16.22 412 | 25.52 449 | 9.64 306 | 4.42 203 | 12.06 364 | 7.98 443 | 0.00 1 | 0.04 162 | 0.00 1 | 0.00 1 | 0.29 308 | 0.31 374 |
|
| DCANet |  | 6.46 331 | 1.59 332 | 7.28 286 | 3.51 174 | 0.68 117 | 4.77 169 | 1.75 228 | 15.33 312 | 23.62 460 | 15.55 396 | 20.73 390 | 7.31 264 | 11.56 450 | 8.83 208 | 5.26 375 | 0.00 1 | 0.05 200 | 0.00 1 | 0.00 1 | 0.26 286 | 1.11 526 |
|
| S |  | 6.47 332 | 1.14 171 | 6.16 234 | 3.77 204 | 5.27 524 | 15.96 502 | 7.30 503 | 15.06 304 | 16.00 367 | 13.40 350 | 17.00 331 | 6.36 235 | 8.81 384 | 7.41 150 | 3.32 287 | 0.22 415 | 0.07 268 | 0.59 543 | 0.41 541 | 0.53 436 | 0.57 451 |
|
| RALAANet |  | 6.49 333 | 2.49 489 | 9.69 428 | 7.09 474 | 4.98 500 | 6.23 288 | 1.68 202 | 19.90 403 | 14.26 336 | 15.04 379 | 14.56 297 | 12.69 358 | 4.38 201 | 12.91 413 | 3.07 271 | 0.02 224 | 0.07 268 | 0.00 1 | 0.10 385 | 0.51 429 | 0.15 250 |
|
| Pruner-Stereo |  | 6.59 334 | 1.51 298 | 8.71 366 | 6.34 428 | 0.85 157 | 5.66 243 | 4.15 386 | 13.74 283 | 11.02 286 | 18.11 461 | 22.09 414 | 15.86 416 | 5.80 287 | 11.75 347 | 5.15 370 | 0.60 522 | 0.02 100 | 0.18 461 | 0.10 385 | 0.07 116 | 0.16 259 |
|
| sAnonymous2 |  | 6.59 334 | 6.21 584 | 19.05 580 | 8.91 532 | 5.27 524 | 4.58 139 | 6.69 481 | 15.56 319 | 11.12 289 | 4.86 199 | 8.71 214 | 3.81 161 | 7.93 363 | 7.38 148 | 2.89 254 | 0.09 347 | 0.07 268 | 0.05 328 | 0.28 495 | 11.25 657 | 7.10 644 |
|
| CroCo_RVC |  | 6.59 334 | 6.21 584 | 19.05 580 | 8.91 532 | 5.27 524 | 4.58 139 | 6.69 481 | 15.56 319 | 11.12 289 | 4.86 199 | 8.71 214 | 3.81 161 | 7.93 363 | 7.38 148 | 2.89 254 | 0.09 347 | 0.07 268 | 0.05 328 | 0.28 495 | 11.25 657 | 7.10 644 |
|
| SST-Stereo |  | 6.60 337 | 1.46 275 | 8.37 342 | 6.68 453 | 0.77 145 | 6.01 278 | 1.93 264 | 14.68 299 | 9.24 262 | 19.09 484 | 20.43 382 | 16.86 431 | 8.59 377 | 13.49 435 | 3.80 313 | 0.22 415 | 0.05 200 | 0.13 434 | 0.00 1 | 0.08 133 | 0.05 109 |
|
| PSM-softLoss |  | 6.61 338 | 1.60 336 | 9.42 410 | 6.48 436 | 0.88 162 | 5.65 238 | 2.04 277 | 22.64 439 | 8.77 252 | 13.95 356 | 22.11 416 | 13.01 364 | 5.22 264 | 12.73 403 | 6.05 393 | 0.49 503 | 0.06 239 | 0.27 495 | 0.56 568 | 0.16 218 | 0.06 124 |
|
| KMStereo |  | 6.61 338 | 1.60 336 | 9.42 410 | 6.48 436 | 0.88 162 | 5.65 238 | 2.04 277 | 22.64 439 | 8.77 252 | 13.95 356 | 22.11 416 | 13.01 364 | 5.22 264 | 12.73 403 | 6.05 393 | 0.49 503 | 0.06 239 | 0.27 495 | 0.56 568 | 0.16 218 | 0.06 124 |
|
| ADStereo(finetuned) |  | 6.68 340 | 1.59 332 | 9.70 429 | 3.49 169 | 0.68 117 | 4.79 170 | 1.75 228 | 15.33 312 | 23.64 461 | 15.56 397 | 20.68 385 | 7.30 263 | 13.85 497 | 8.71 199 | 5.17 371 | 0.00 1 | 0.05 200 | 0.00 1 | 0.00 1 | 0.25 275 | 1.05 521 |
|
| PFNet+ |  | 6.68 340 | 1.40 257 | 9.60 416 | 5.64 362 | 0.85 157 | 5.79 256 | 1.74 225 | 13.63 276 | 15.30 350 | 17.88 454 | 21.38 402 | 14.52 395 | 6.07 299 | 12.74 405 | 4.89 362 | 0.63 531 | 0.20 457 | 0.11 418 | 0.30 506 | 0.05 84 | 0.91 508 |
|
| rvit_0105_4 |  | 6.69 342 | 2.81 503 | 15.46 540 | 10.22 575 | 1.58 257 | 5.99 273 | 5.81 439 | 13.77 285 | 23.65 462 | 7.16 245 | 9.46 227 | 12.64 356 | 7.78 360 | 12.03 357 | 3.83 316 | 0.19 396 | 0.47 562 | 0.00 1 | 0.01 197 | 0.60 459 | 0.37 395 |
|
| raft+_RVC |  | 6.69 342 | 1.61 341 | 5.57 202 | 6.37 429 | 4.62 485 | 6.51 304 | 6.18 458 | 20.39 413 | 23.38 457 | 10.62 291 | 17.82 338 | 9.89 309 | 5.65 282 | 10.70 277 | 3.67 305 | 0.00 1 | 0.14 413 | 0.00 1 | 0.00 1 | 0.34 353 | 0.27 353 |
|
| NF-Stereo |  | 6.72 344 | 1.59 332 | 8.93 372 | 6.60 448 | 0.73 142 | 6.27 292 | 3.38 355 | 20.21 412 | 18.01 395 | 13.22 344 | 19.46 366 | 11.82 340 | 6.16 304 | 12.39 383 | 4.74 353 | 0.33 458 | 0.06 239 | 0.20 472 | 0.23 463 | 0.08 133 | 0.05 109 |
|
| RE-Stereo |  | 6.73 345 | 1.58 329 | 8.94 374 | 6.59 445 | 0.71 128 | 6.27 292 | 3.51 360 | 20.20 406 | 17.99 393 | 13.21 341 | 19.46 366 | 11.94 344 | 6.20 306 | 12.34 380 | 4.79 357 | 0.34 462 | 0.05 200 | 0.20 472 | 0.23 463 | 0.09 144 | 0.05 109 |
|
| TVStereo |  | 6.73 345 | 1.58 329 | 8.94 374 | 6.59 445 | 0.71 128 | 6.27 292 | 3.51 360 | 20.20 406 | 17.99 393 | 13.21 341 | 19.46 366 | 11.94 344 | 6.20 306 | 12.34 380 | 4.79 357 | 0.34 462 | 0.05 200 | 0.20 472 | 0.23 463 | 0.09 144 | 0.05 109 |
|
| OCTAStereo |  | 6.74 347 | 1.59 332 | 8.96 379 | 6.60 448 | 0.72 137 | 6.25 289 | 3.50 358 | 20.20 406 | 18.03 396 | 13.21 341 | 19.45 364 | 12.07 352 | 6.16 304 | 12.36 382 | 4.78 354 | 0.35 465 | 0.06 239 | 0.20 472 | 0.23 463 | 0.09 144 | 0.05 109 |
|
| DIP-Stereo |  | 6.74 347 | 1.93 427 | 10.02 446 | 4.28 249 | 1.64 267 | 13.54 449 | 1.52 172 | 15.16 308 | 6.63 197 | 14.30 364 | 26.81 466 | 10.90 323 | 5.19 262 | 14.78 467 | 7.56 426 | 0.00 1 | 0.06 239 | 0.05 328 | 0.00 1 | 0.17 229 | 0.17 268 |
| 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 |  | 6.75 349 | 1.67 362 | 12.34 488 | 4.67 279 | 1.47 243 | 10.01 370 | 2.24 291 | 26.43 484 | 17.22 380 | 14.72 369 | 12.75 281 | 7.02 254 | 9.68 404 | 8.44 182 | 5.26 375 | 0.01 140 | 0.04 162 | 0.05 328 | 0.09 372 | 0.35 357 | 0.55 445 |
|
| TestStereo_HL3 |  | 6.76 350 | 1.13 168 | 9.61 417 | 3.71 196 | 1.99 311 | 10.46 377 | 6.01 452 | 13.68 277 | 8.31 245 | 12.97 336 | 33.03 559 | 12.44 354 | 8.03 368 | 11.04 297 | 2.39 219 | 0.11 360 | 0.05 200 | 0.01 245 | 0.01 197 | 0.09 144 | 0.06 124 |
|
| RAFT-345 |  | 6.79 351 | 1.29 220 | 6.80 264 | 5.06 308 | 0.91 169 | 5.61 235 | 3.32 354 | 13.36 271 | 10.17 277 | 13.73 352 | 43.66 636 | 9.12 296 | 5.38 269 | 12.29 378 | 4.44 343 | 0.32 456 | 0.05 200 | 0.09 386 | 0.06 339 | 0.06 91 | 0.03 49 |
|
| x |  | 6.80 352 | 1.36 245 | 6.94 271 | 4.58 275 | 1.88 299 | 10.78 389 | 4.55 401 | 19.79 401 | 10.62 282 | 12.69 328 | 19.54 369 | 14.87 401 | 10.11 412 | 9.52 233 | 8.03 447 | 0.07 341 | 0.15 420 | 0.04 317 | 0.04 291 | 0.24 270 | 0.22 318 |
|
| PAM_32 |  | 6.82 353 | 1.73 376 | 14.16 522 | 5.34 348 | 1.47 243 | 13.84 456 | 0.88 108 | 14.75 301 | 6.34 191 | 14.22 362 | 9.14 221 | 24.94 539 | 11.87 456 | 12.50 393 | 2.79 250 | 0.14 373 | 0.27 510 | 0.09 386 | 0.42 545 | 0.54 439 | 0.89 504 |
|
| fff |  | 6.83 354 | 1.55 312 | 7.28 286 | 3.56 177 | 0.32 27 | 4.73 156 | 1.70 207 | 15.75 323 | 31.87 544 | 15.11 381 | 20.25 377 | 6.90 250 | 12.80 476 | 8.63 192 | 5.33 378 | 0.01 140 | 0.04 162 | 0.00 1 | 0.00 1 | 0.09 144 | 0.63 461 |
|
| csc |  | 6.83 354 | 1.55 312 | 7.28 286 | 3.56 177 | 0.32 27 | 4.73 156 | 1.70 207 | 15.75 323 | 31.87 544 | 15.11 381 | 20.25 377 | 6.90 250 | 12.80 476 | 8.63 192 | 5.33 378 | 0.01 140 | 0.04 162 | 0.00 1 | 0.00 1 | 0.09 144 | 0.63 461 |
|
| cscssc |  | 6.83 354 | 1.55 312 | 7.28 286 | 3.56 177 | 0.32 27 | 4.73 156 | 1.70 207 | 15.75 323 | 31.87 544 | 15.11 381 | 20.25 377 | 6.90 250 | 12.80 476 | 8.63 192 | 5.33 378 | 0.01 140 | 0.04 162 | 0.00 1 | 0.00 1 | 0.09 144 | 0.63 461 |
|
| Hybrid-DGEV-03 |  | 6.90 357 | 1.58 329 | 5.75 213 | 6.11 414 | 1.20 208 | 11.62 408 | 2.60 318 | 13.70 280 | 14.15 334 | 16.58 424 | 29.44 498 | 14.00 388 | 5.86 289 | 10.87 291 | 3.69 306 | 0.00 1 | 0.07 268 | 0.13 434 | 0.00 1 | 0.35 357 | 0.28 358 |
|
| UGAM-zero |  | 6.91 358 | 1.47 277 | 13.65 513 | 4.24 240 | 1.67 270 | 5.51 222 | 0.72 91 | 17.44 352 | 6.74 199 | 14.56 365 | 15.84 315 | 24.16 527 | 14.20 506 | 12.79 406 | 3.96 324 | 0.00 1 | 0.22 475 | 0.02 275 | 0.58 570 | 0.14 199 | 0.27 353 |
|
| RAFT_R40 |  | 6.91 358 | 1.53 304 | 8.45 350 | 6.79 461 | 0.77 145 | 5.86 264 | 3.82 375 | 14.85 302 | 14.53 340 | 18.05 460 | 20.03 374 | 17.06 433 | 8.69 379 | 13.40 432 | 3.84 318 | 0.14 373 | 0.02 100 | 0.14 439 | 0.00 1 | 0.09 144 | 0.05 109 |
|
| SME |  | 6.92 360 | 2.49 489 | 5.22 162 | 5.77 377 | 1.73 276 | 21.26 566 | 4.16 387 | 17.28 351 | 15.47 355 | 11.84 302 | 16.16 322 | 7.82 272 | 10.32 416 | 11.72 344 | 5.18 372 | 0.80 555 | 0.00 1 | 0.05 328 | 0.07 350 | 0.87 508 | 0.22 318 |
|
| OMP-Stereo |  | 6.93 361 | 2.57 495 | 9.03 388 | 10.63 584 | 1.72 275 | 4.89 174 | 1.91 261 | 17.84 362 | 15.56 359 | 16.69 428 | 14.16 293 | 17.70 451 | 7.33 349 | 12.93 414 | 4.83 360 | 0.24 431 | 0.03 140 | 0.06 351 | 0.02 239 | 0.19 236 | 0.39 401 |
|
| PAM |  | 6.94 362 | 1.65 355 | 14.88 537 | 5.38 350 | 1.98 310 | 14.76 478 | 1.28 139 | 14.54 295 | 6.77 200 | 15.52 394 | 9.10 219 | 24.15 526 | 11.60 452 | 12.46 390 | 2.33 215 | 0.04 283 | 0.28 515 | 0.07 363 | 0.42 545 | 0.57 452 | 0.99 516 |
|
| qqq |  | 6.96 363 | 1.40 257 | 8.15 333 | 4.50 266 | 1.03 179 | 8.55 353 | 6.93 492 | 20.20 406 | 11.88 296 | 12.00 307 | 18.19 348 | 16.02 420 | 11.15 435 | 11.09 301 | 7.45 422 | 0.06 330 | 0.13 396 | 0.02 275 | 0.05 319 | 0.25 275 | 0.20 298 |
|
| AIO-test2 |  | 7.01 364 | 2.23 474 | 6.87 266 | 8.42 524 | 5.28 527 | 9.03 358 | 5.32 421 | 25.92 477 | 23.54 458 | 6.78 235 | 20.55 384 | 5.25 203 | 3.58 172 | 9.56 235 | 2.50 228 | 3.96 634 | 0.04 162 | 0.03 295 | 0.47 557 | 0.56 450 | 0.33 380 |
|
| MIM_Stereo |  | 7.02 365 | 1.55 312 | 10.78 463 | 4.17 230 | 0.58 96 | 5.25 207 | 1.32 146 | 19.03 388 | 12.59 309 | 16.74 430 | 28.83 488 | 13.20 372 | 5.53 274 | 12.89 411 | 7.11 414 | 0.00 1 | 0.23 483 | 0.00 1 | 0.01 197 | 0.38 373 | 0.28 358 |
|
| R-Stereo Train |  | 7.04 366 | 1.34 240 | 7.89 316 | 6.23 421 | 2.30 334 | 7.51 333 | 5.54 432 | 23.96 451 | 6.94 204 | 16.26 414 | 33.57 568 | 12.04 349 | 5.61 277 | 7.67 156 | 3.74 308 | 0.01 140 | 0.05 200 | 0.01 245 | 0.00 1 | 0.10 168 | 0.12 202 |
|
| RAFT-Stereo |   | 7.04 366 | 1.34 240 | 7.89 316 | 6.23 421 | 2.30 334 | 7.51 333 | 5.54 432 | 23.96 451 | 6.94 204 | 16.26 414 | 33.57 568 | 12.04 349 | 5.61 277 | 7.67 156 | 3.74 308 | 0.01 140 | 0.05 200 | 0.01 245 | 0.00 1 | 0.10 168 | 0.12 202 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| ACRE |  | 7.07 368 | 2.38 481 | 13.26 502 | 7.36 486 | 4.86 491 | 10.28 373 | 4.40 394 | 15.51 317 | 13.69 328 | 17.22 440 | 19.23 361 | 8.00 278 | 4.20 194 | 10.64 274 | 8.50 460 | 0.33 458 | 0.32 526 | 0.03 295 | 0.14 409 | 0.37 366 | 0.77 489 |
|
| MyStereo8 |  | 7.13 369 | 2.48 487 | 10.86 466 | 6.81 463 | 4.98 500 | 10.73 386 | 1.42 156 | 14.58 297 | 9.73 268 | 15.75 399 | 23.16 425 | 12.17 353 | 7.96 366 | 9.85 247 | 10.21 489 | 0.04 283 | 0.19 451 | 0.08 374 | 0.21 451 | 0.58 456 | 0.82 493 |
|
| IPLGR |  | 7.14 370 | 1.31 228 | 13.14 500 | 4.24 240 | 1.15 203 | 9.78 367 | 0.98 118 | 23.98 453 | 21.70 439 | 16.22 412 | 18.43 349 | 8.45 286 | 7.66 354 | 9.26 227 | 5.45 383 | 0.21 409 | 0.05 200 | 0.04 317 | 0.06 339 | 0.32 339 | 0.38 398 |
|
| CIPLG |  | 7.15 371 | 2.44 484 | 12.82 495 | 7.38 487 | 4.93 495 | 10.51 380 | 4.56 402 | 15.17 309 | 13.25 321 | 17.45 445 | 19.75 370 | 8.42 285 | 4.60 225 | 11.41 323 | 8.31 454 | 0.33 458 | 0.32 526 | 0.03 295 | 0.14 409 | 0.37 366 | 0.72 481 |
|
| AIO-Stereo-zeroshot |   | 7.16 372 | 3.12 520 | 14.04 520 | 4.74 282 | 6.89 590 | 6.58 308 | 0.68 84 | 21.97 435 | 9.36 265 | 10.84 292 | 17.38 332 | 17.36 447 | 9.24 393 | 12.45 389 | 4.44 343 | 0.04 283 | 0.24 494 | 0.10 405 | 1.00 599 | 1.36 542 | 1.43 545 |
|
| IPLGR_C |  | 7.16 372 | 2.48 487 | 12.98 498 | 7.52 496 | 4.91 494 | 10.56 381 | 4.59 404 | 15.63 322 | 14.12 333 | 17.42 443 | 18.87 357 | 8.00 278 | 4.59 224 | 10.76 281 | 8.81 464 | 0.32 456 | 0.32 526 | 0.03 295 | 0.13 403 | 0.36 359 | 0.76 486 |
|
| IPLG |  | 7.20 374 | 1.43 266 | 12.55 492 | 5.17 325 | 4.32 465 | 11.11 402 | 1.48 160 | 21.79 428 | 15.10 346 | 19.16 485 | 20.23 376 | 5.26 204 | 5.61 277 | 11.68 341 | 8.14 450 | 0.05 309 | 0.06 239 | 0.03 295 | 0.07 350 | 0.33 347 | 0.50 435 |
|
| StereoVision |  | 7.21 375 | 2.17 467 | 9.29 402 | 9.43 546 | 3.91 434 | 5.09 198 | 1.91 261 | 20.04 404 | 17.37 385 | 8.57 263 | 29.59 501 | 11.08 327 | 6.76 337 | 12.44 385 | 4.71 351 | 0.54 513 | 0.05 200 | 0.16 454 | 0.03 266 | 0.82 502 | 0.30 366 |
|
| 111 |  | 7.26 376 | 1.65 355 | 7.28 286 | 3.56 177 | 0.32 27 | 10.76 387 | 3.53 363 | 20.55 415 | 27.51 508 | 10.07 280 | 16.62 326 | 14.30 390 | 9.53 402 | 12.02 356 | 5.87 391 | 0.14 373 | 0.01 42 | 0.00 1 | 0.00 1 | 0.31 329 | 1.14 530 |
|
| HHNet |  | 7.39 377 | 1.75 388 | 7.24 284 | 3.26 142 | 3.18 394 | 5.04 193 | 6.40 468 | 19.04 389 | 15.70 361 | 20.71 515 | 32.13 546 | 10.69 321 | 5.91 290 | 10.45 267 | 4.60 349 | 0.40 483 | 0.07 268 | 0.21 477 | 0.13 403 | 0.54 439 | 0.41 408 |
|
| ASMatch |  | 7.40 378 | 1.42 262 | 8.49 354 | 5.09 312 | 2.00 313 | 4.74 161 | 2.62 320 | 16.54 340 | 13.17 318 | 17.08 435 | 34.75 576 | 13.13 371 | 10.33 418 | 12.04 360 | 4.82 359 | 0.05 309 | 0.24 494 | 0.21 477 | 0.17 426 | 0.16 218 | 0.97 512 |
|
| IIG-Stereo |  | 7.41 379 | 2.13 465 | 8.55 356 | 10.02 569 | 1.76 281 | 6.82 317 | 1.53 174 | 17.17 349 | 15.84 365 | 18.74 479 | 20.30 381 | 18.01 458 | 8.39 375 | 12.89 411 | 5.22 373 | 0.27 444 | 0.03 140 | 0.03 295 | 0.00 1 | 0.16 218 | 0.30 366 |
|
| RAFT+CT+SA |  | 7.44 380 | 1.46 275 | 6.46 247 | 10.73 587 | 3.34 403 | 4.70 153 | 7.45 507 | 16.45 337 | 25.89 490 | 10.18 283 | 27.15 471 | 7.27 262 | 8.00 367 | 15.11 470 | 3.19 281 | 0.02 224 | 0.00 1 | 0.18 461 | 0.46 556 | 0.30 317 | 0.47 426 |
|
| LCNet |  | 7.52 381 | 1.23 199 | 5.35 174 | 6.42 434 | 1.29 218 | 9.27 364 | 5.64 435 | 17.85 364 | 10.63 283 | 16.54 423 | 24.54 438 | 14.85 400 | 11.29 439 | 11.74 346 | 3.88 319 | 0.02 224 | 0.02 100 | 0.22 481 | 2.04 625 | 0.90 514 | 6.76 637 |
|
| rvit_0105_5 |  | 7.60 382 | 3.13 521 | 16.37 554 | 9.97 568 | 1.59 259 | 7.41 331 | 6.27 460 | 17.78 361 | 25.62 487 | 10.30 285 | 10.39 245 | 14.79 399 | 8.95 388 | 12.51 394 | 4.87 361 | 0.17 389 | 0.42 546 | 0.00 1 | 0.11 395 | 0.62 464 | 0.71 479 |
|
| IGEV-BASED-STEREO- |  | 7.61 383 | 27.25 673 | 41.87 649 | 2.73 86 | 0.41 55 | 4.25 114 | 1.50 165 | 6.63 86 | 3.87 121 | 4.31 177 | 3.78 95 | 2.48 123 | 1.39 76 | 5.67 97 | 1.56 140 | 25.09 683 | 0.05 200 | 0.01 245 | 0.08 358 | 4.67 615 | 14.58 673 |
|
| TestStereo1 |  | 7.62 384 | 1.62 347 | 7.60 300 | 10.47 580 | 1.86 294 | 4.76 164 | 2.48 310 | 19.73 399 | 22.33 446 | 16.79 431 | 26.02 454 | 9.33 298 | 9.30 394 | 15.92 494 | 3.37 289 | 0.01 140 | 0.02 100 | 0.02 275 | 0.05 319 | 0.55 443 | 0.28 358 |
|
| SA-5K |  | 7.62 384 | 1.62 347 | 7.60 300 | 10.47 580 | 1.86 294 | 4.76 164 | 2.48 310 | 19.73 399 | 22.33 446 | 16.79 431 | 26.02 454 | 9.33 298 | 9.30 394 | 15.92 494 | 3.37 289 | 0.01 140 | 0.02 100 | 0.02 275 | 0.05 319 | 0.55 443 | 0.28 358 |
|
| Select-FE |  | 7.63 386 | 3.47 529 | 20.76 595 | 6.30 425 | 3.70 421 | 4.03 102 | 0.92 112 | 18.82 384 | 5.95 181 | 12.56 325 | 23.32 426 | 19.63 483 | 12.90 479 | 13.98 449 | 3.39 291 | 0.09 347 | 0.51 573 | 0.05 328 | 0.70 578 | 0.29 308 | 1.21 537 |
|
| FACV-RUCA |  | 7.66 387 | 1.94 428 | 9.40 409 | 7.72 505 | 6.03 563 | 12.99 438 | 3.10 343 | 19.47 396 | 18.51 401 | 12.27 309 | 18.43 349 | 8.28 283 | 10.16 413 | 11.38 321 | 5.62 385 | 0.36 467 | 0.62 586 | 4.36 636 | 0.30 506 | 1.72 556 | 0.55 445 |
|
| test_sample1 |  | 7.66 387 | 1.26 211 | 8.87 370 | 5.04 305 | 2.61 355 | 14.61 475 | 4.58 403 | 20.08 405 | 9.81 272 | 13.83 354 | 21.62 406 | 18.21 464 | 12.26 463 | 11.71 342 | 8.01 445 | 0.11 360 | 0.11 367 | 0.02 275 | 0.02 239 | 0.20 240 | 0.17 268 |
|
| mmm |  | 7.72 389 | 1.50 295 | 8.56 357 | 5.29 342 | 1.89 300 | 14.14 462 | 5.70 437 | 18.42 375 | 11.02 286 | 16.04 407 | 23.78 429 | 17.00 432 | 10.03 411 | 12.03 357 | 7.54 425 | 0.12 366 | 0.07 268 | 0.50 534 | 0.20 447 | 0.31 329 | 0.18 278 |
|
| RAFT-RH_RVC |  | 7.73 390 | 1.25 208 | 6.99 273 | 4.83 289 | 0.90 167 | 11.76 410 | 1.53 174 | 13.00 260 | 14.43 339 | 17.51 447 | 46.41 649 | 11.02 326 | 6.30 314 | 12.68 399 | 4.93 364 | 0.51 509 | 0.04 162 | 0.12 422 | 0.13 403 | 0.09 144 | 0.09 162 |
|
| AIO-Stereo-zeroshot1 |   | 7.76 391 | 3.78 538 | 19.59 583 | 5.04 305 | 10.79 642 | 5.87 266 | 1.85 252 | 19.52 397 | 7.33 223 | 14.18 359 | 21.16 398 | 16.50 426 | 5.97 297 | 13.73 444 | 3.79 312 | 0.04 283 | 0.17 436 | 0.04 317 | 1.30 612 | 2.45 574 | 2.15 577 |
|
| TransformOpticalFlow |  | 7.76 391 | 1.90 417 | 9.31 405 | 5.50 357 | 1.18 206 | 6.97 321 | 8.27 515 | 17.86 366 | 13.21 319 | 14.58 366 | 29.13 490 | 19.01 471 | 10.85 425 | 12.51 394 | 3.69 306 | 0.01 140 | 0.04 162 | 0.20 472 | 0.04 291 | 0.17 229 | 0.84 496 |
|
| HITNet |  | 7.83 393 | 2.93 511 | 8.39 343 | 4.76 286 | 1.48 246 | 12.75 433 | 4.64 405 | 20.97 417 | 14.37 338 | 15.14 385 | 22.15 418 | 14.57 396 | 10.62 420 | 14.38 458 | 8.14 450 | 0.04 283 | 0.01 42 | 0.48 531 | 0.02 239 | 0.57 452 | 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 |  | 7.86 394 | 1.27 213 | 7.98 322 | 5.00 304 | 2.29 333 | 13.33 444 | 6.88 489 | 20.42 414 | 15.24 348 | 13.95 356 | 21.58 404 | 18.96 470 | 12.12 461 | 12.07 367 | 5.36 381 | 0.12 366 | 0.10 346 | 0.07 363 | 0.03 266 | 0.28 300 | 0.19 293 |
|
| PFNet |  | 7.91 395 | 1.44 272 | 11.60 477 | 7.03 470 | 2.42 342 | 7.60 339 | 6.03 453 | 23.36 448 | 17.24 382 | 20.29 507 | 17.67 335 | 15.44 411 | 7.71 357 | 13.02 422 | 5.71 388 | 0.24 431 | 0.20 457 | 0.12 422 | 0.19 441 | 0.31 329 | 0.61 459 |
|
| SA |  | 7.93 396 | 1.54 309 | 9.13 396 | 7.98 512 | 0.64 110 | 5.85 261 | 2.29 295 | 22.27 436 | 24.54 480 | 13.17 340 | 31.07 526 | 8.87 291 | 10.32 416 | 16.49 511 | 3.12 275 | 0.04 283 | 0.12 380 | 0.17 456 | 0.30 506 | 0.45 395 | 0.17 268 |
|
| AAGNet |  | 7.94 397 | 1.48 284 | 9.34 407 | 7.13 479 | 0.70 123 | 5.85 261 | 5.16 417 | 15.40 315 | 14.01 330 | 20.13 504 | 24.03 434 | 15.28 409 | 11.52 446 | 12.05 361 | 15.47 542 | 0.63 531 | 0.06 239 | 0.32 513 | 0.01 197 | 0.12 185 | 0.09 162 |
|
| FENet |  | 7.94 397 | 1.01 129 | 6.72 254 | 5.87 386 | 2.07 317 | 11.11 402 | 2.03 276 | 21.39 422 | 20.81 423 | 17.14 438 | 22.65 420 | 14.43 392 | 11.54 449 | 12.97 417 | 7.89 440 | 0.15 382 | 0.24 494 | 0.03 295 | 0.02 239 | 0.14 199 | 0.62 460 |
|
| dd |  | 7.96 399 | 4.08 546 | 11.49 476 | 6.53 441 | 0.93 173 | 8.28 350 | 4.03 381 | 16.53 339 | 33.82 563 | 15.17 387 | 16.50 325 | 6.79 247 | 5.96 296 | 14.30 455 | 9.90 480 | 1.13 584 | 0.42 546 | 0.17 456 | 0.44 552 | 2.01 567 | 0.79 490 |
|
| raft_robust |  | 7.97 400 | 2.26 476 | 6.75 258 | 5.83 382 | 0.72 137 | 5.57 231 | 0.84 103 | 33.59 584 | 34.21 569 | 18.17 462 | 19.88 373 | 6.50 240 | 5.62 280 | 15.33 473 | 2.83 253 | 0.03 262 | 0.23 483 | 0.00 1 | 0.37 531 | 0.32 339 | 0.39 401 |
|
| STrans-v2 |  | 7.98 401 | 1.84 411 | 9.42 410 | 4.84 292 | 1.48 246 | 12.23 422 | 10.05 549 | 19.06 392 | 12.32 305 | 13.63 351 | 26.06 458 | 18.13 463 | 12.35 466 | 12.99 419 | 3.99 327 | 0.01 140 | 0.01 42 | 0.18 461 | 0.01 197 | 0.22 248 | 0.83 494 |
|
| Prome-Stereo |  | 8.10 402 | 1.28 216 | 5.48 188 | 6.50 438 | 1.51 250 | 6.70 311 | 9.42 535 | 21.08 419 | 9.13 261 | 20.88 516 | 32.84 555 | 11.95 346 | 11.86 455 | 11.75 347 | 3.97 326 | 0.01 140 | 0.02 100 | 0.18 461 | 0.12 398 | 0.41 384 | 7.01 642 |
|
| IGEV_i1 |  | 8.11 403 | 1.53 304 | 9.99 441 | 5.80 378 | 1.15 203 | 16.03 503 | 7.19 501 | 19.82 402 | 15.30 350 | 16.39 418 | 17.38 332 | 17.95 457 | 8.38 374 | 14.44 459 | 7.44 420 | 0.25 437 | 0.19 451 | 1.08 585 | 1.12 606 | 0.26 286 | 0.54 443 |
|
| ffm |  | 8.12 404 | 1.43 266 | 9.67 424 | 5.70 369 | 3.44 406 | 11.96 416 | 6.35 462 | 18.45 376 | 16.31 370 | 15.83 402 | 31.44 534 | 17.22 442 | 10.87 427 | 10.82 287 | 1.61 145 | 0.00 1 | 0.05 200 | 0.80 563 | 0.08 358 | 0.26 286 | 0.14 230 |
|
| CASS |  | 8.15 405 | 1.67 362 | 7.68 306 | 8.25 521 | 1.52 251 | 14.39 467 | 2.72 324 | 22.65 441 | 17.23 381 | 15.42 392 | 22.68 421 | 13.47 381 | 11.87 456 | 12.44 385 | 6.07 396 | 0.96 573 | 0.05 200 | 0.12 422 | 0.01 197 | 0.71 483 | 3.14 600 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| Hybrid-DGEV-2 |  | 8.17 406 | 2.51 492 | 8.34 339 | 8.55 527 | 1.17 205 | 11.10 401 | 1.08 125 | 30.90 546 | 27.91 509 | 12.92 333 | 15.67 311 | 11.91 343 | 14.50 516 | 11.71 342 | 4.55 346 | 0.05 309 | 0.08 306 | 0.00 1 | 0.05 319 | 0.28 300 | 0.13 219 |
|
| DN-CSS_ROB |  | 8.17 406 | 2.59 497 | 14.14 521 | 6.11 414 | 3.22 397 | 6.31 295 | 3.53 363 | 22.92 445 | 20.59 421 | 16.66 426 | 30.05 509 | 9.31 297 | 7.95 365 | 13.49 435 | 4.78 354 | 0.72 539 | 0.00 1 | 0.45 528 | 0.00 1 | 0.54 439 | 0.09 162 |
|
| RAFT_CTSACE |  | 8.24 408 | 1.97 432 | 8.39 343 | 6.89 467 | 5.11 511 | 5.86 264 | 2.63 321 | 14.62 298 | 16.88 376 | 23.52 554 | 34.77 577 | 16.02 420 | 7.37 350 | 17.91 528 | 2.23 211 | 0.00 1 | 0.12 380 | 0.00 1 | 0.03 266 | 0.39 376 | 0.05 109 |
|
| fast-iter |  | 8.30 409 | 2.00 437 | 6.75 258 | 4.58 275 | 5.15 516 | 4.16 106 | 0.50 70 | 17.99 369 | 9.24 262 | 25.03 568 | 28.22 481 | 20.23 486 | 12.47 469 | 17.93 529 | 11.49 506 | 0.00 1 | 0.10 346 | 0.00 1 | 0.05 319 | 0.08 133 | 0.05 109 |
|
| CoSv |  | 8.30 409 | 2.00 437 | 6.75 258 | 4.58 275 | 5.15 516 | 4.16 106 | 0.50 70 | 17.99 369 | 9.24 262 | 25.03 568 | 28.22 481 | 20.23 486 | 12.47 469 | 17.93 529 | 11.49 506 | 0.00 1 | 0.10 346 | 0.00 1 | 0.05 319 | 0.08 133 | 0.05 109 |
|
| GMM-Stereo |  | 8.34 411 | 1.09 157 | 6.42 244 | 6.14 417 | 2.52 348 | 10.30 375 | 9.64 540 | 23.44 449 | 10.64 284 | 17.84 452 | 29.89 505 | 17.37 448 | 7.75 359 | 11.55 329 | 4.36 339 | 0.05 309 | 0.01 42 | 0.23 485 | 0.90 588 | 0.46 401 | 6.26 631 |
|
| GANet-ADL |  | 8.36 412 | 2.31 479 | 8.44 349 | 7.39 489 | 2.65 361 | 12.58 429 | 5.24 419 | 29.55 528 | 25.24 483 | 14.19 361 | 16.70 328 | 17.07 438 | 6.91 341 | 10.65 275 | 6.26 399 | 0.38 471 | 0.39 538 | 0.10 405 | 0.12 398 | 0.75 495 | 0.28 358 |
|
| Sa-1000 |  | 8.38 413 | 1.50 295 | 8.13 331 | 7.56 498 | 0.89 164 | 14.39 467 | 2.47 309 | 24.31 459 | 23.74 466 | 15.18 388 | 28.35 484 | 11.42 334 | 8.85 385 | 16.20 506 | 3.28 286 | 0.17 389 | 0.23 483 | 0.15 446 | 0.23 463 | 0.46 401 | 0.19 293 |
|
| GwcNet-ADL |  | 8.48 414 | 1.70 372 | 9.38 408 | 7.10 476 | 2.78 371 | 6.74 315 | 6.57 478 | 30.15 533 | 26.01 494 | 15.15 386 | 17.77 337 | 13.93 386 | 6.96 342 | 12.96 416 | 9.91 481 | 0.48 502 | 0.72 593 | 0.01 245 | 0.01 197 | 0.51 429 | 0.84 496 |
|
| ARAFT |  | 8.50 415 | 3.19 522 | 16.58 556 | 5.52 358 | 0.91 169 | 12.13 421 | 11.20 572 | 17.19 350 | 18.28 400 | 18.40 473 | 16.33 324 | 17.10 439 | 8.58 376 | 18.56 535 | 5.00 365 | 0.11 360 | 0.04 162 | 0.00 1 | 0.00 1 | 0.55 443 | 0.25 343 |
|
| test_5 |  | 8.51 416 | 1.50 295 | 8.19 338 | 11.06 596 | 5.00 503 | 6.91 318 | 5.67 436 | 17.50 354 | 22.09 443 | 16.07 408 | 29.63 502 | 15.28 409 | 10.78 424 | 15.94 496 | 3.65 303 | 0.00 1 | 0.00 1 | 0.26 492 | 0.08 358 | 0.31 329 | 0.35 390 |
|
| RAFT |  | 8.51 416 | 2.16 466 | 8.93 372 | 8.14 516 | 0.81 153 | 12.63 430 | 8.49 522 | 16.34 335 | 15.56 359 | 22.31 537 | 18.99 359 | 19.29 478 | 11.39 444 | 17.57 524 | 6.05 393 | 0.01 140 | 0.19 451 | 0.27 495 | 0.02 239 | 0.64 471 | 0.45 423 |
|
| GES |  | 8.51 416 | 1.98 434 | 11.82 480 | 6.39 431 | 1.77 283 | 12.36 426 | 6.22 459 | 21.55 424 | 21.34 433 | 19.02 483 | 26.02 454 | 8.79 289 | 9.34 397 | 13.94 448 | 7.24 416 | 0.38 471 | 0.10 346 | 0.30 511 | 0.14 409 | 0.69 478 | 0.73 482 |
|
| DMCA |  | 8.51 416 | 1.90 417 | 9.96 438 | 5.16 324 | 4.14 450 | 10.29 374 | 4.46 398 | 25.52 469 | 19.55 409 | 16.33 416 | 20.69 386 | 17.59 449 | 11.26 438 | 10.42 266 | 11.36 505 | 0.50 506 | 0.08 306 | 0.35 517 | 0.05 319 | 0.36 359 | 0.31 374 |
|
| PSM-AAD |  | 8.62 420 | 1.22 194 | 5.69 210 | 6.31 427 | 1.12 194 | 12.74 432 | 10.01 548 | 19.29 394 | 15.25 349 | 21.54 531 | 25.11 443 | 14.24 389 | 13.47 487 | 12.15 372 | 3.93 323 | 0.01 140 | 0.06 239 | 2.48 621 | 0.16 421 | 0.38 373 | 7.28 647 |
|
| FTStereo |  | 8.67 421 | 1.13 168 | 6.04 229 | 6.04 407 | 2.39 341 | 7.86 342 | 12.05 586 | 17.72 359 | 8.33 246 | 20.16 505 | 41.41 620 | 16.10 424 | 12.64 474 | 10.80 285 | 4.37 340 | 0.18 392 | 0.01 42 | 0.09 386 | 0.16 421 | 0.15 207 | 5.71 625 |
|
| iRaft-Stereo_5w |  | 8.70 422 | 1.81 409 | 9.33 406 | 5.83 382 | 3.78 425 | 4.87 173 | 11.12 571 | 15.86 330 | 14.80 343 | 15.23 389 | 26.36 460 | 21.49 497 | 12.91 480 | 15.94 496 | 12.73 514 | 0.58 517 | 0.05 200 | 0.08 374 | 0.09 372 | 0.85 505 | 0.33 380 |
|
| test_sample3 |  | 8.76 423 | 1.62 347 | 9.99 441 | 5.21 336 | 2.61 355 | 17.43 533 | 5.37 422 | 26.91 491 | 19.77 412 | 17.13 437 | 20.82 392 | 16.55 428 | 9.70 405 | 12.52 396 | 8.59 461 | 0.21 409 | 0.07 268 | 0.05 328 | 0.04 291 | 0.39 376 | 0.30 366 |
|
| IRAFT_RVC |  | 8.76 423 | 1.47 277 | 9.55 415 | 7.31 483 | 1.77 283 | 6.49 303 | 10.43 559 | 25.94 478 | 27.33 504 | 17.50 446 | 19.85 372 | 17.93 456 | 10.21 414 | 12.88 410 | 5.44 382 | 0.17 389 | 0.30 519 | 0.19 469 | 0.05 319 | 0.22 248 | 0.12 202 |
|
| HCRNet |  | 8.80 425 | 1.43 266 | 7.74 311 | 14.41 632 | 5.25 520 | 10.85 393 | 2.56 317 | 26.07 480 | 18.04 397 | 15.48 393 | 25.03 441 | 18.63 468 | 9.93 409 | 13.01 420 | 6.76 407 | 0.04 283 | 0.04 162 | 0.10 405 | 0.01 197 | 0.18 232 | 0.38 398 |
|
| DEmStereo |  | 8.85 426 | 1.36 245 | 9.99 441 | 4.24 240 | 1.05 185 | 11.49 406 | 5.91 441 | 13.76 284 | 26.68 500 | 22.03 535 | 32.92 557 | 11.86 342 | 15.27 532 | 11.48 324 | 8.08 449 | 0.16 385 | 0.15 420 | 0.02 275 | 0.09 372 | 0.09 144 | 0.44 418 |
|
| SFCPSM |  | 8.85 426 | 1.40 257 | 11.34 472 | 5.23 340 | 3.47 411 | 16.55 524 | 7.18 500 | 30.71 544 | 25.24 483 | 16.45 419 | 19.45 364 | 11.10 329 | 9.61 403 | 11.88 351 | 5.52 384 | 0.22 415 | 0.17 436 | 0.36 520 | 0.22 454 | 0.29 308 | 0.58 454 |
|
| Selective-IGEV-i1 |  | 8.86 428 | 1.33 235 | 10.58 456 | 5.92 393 | 2.99 387 | 13.65 451 | 10.07 550 | 24.12 457 | 28.99 517 | 14.85 373 | 19.75 370 | 18.80 469 | 6.10 301 | 11.22 315 | 5.69 387 | 0.10 353 | 0.29 516 | 0.92 576 | 1.10 603 | 0.26 286 | 0.51 436 |
|
| GrayStereo |  | 8.86 428 | 1.17 182 | 6.94 271 | 8.09 514 | 2.82 373 | 10.58 384 | 11.40 577 | 17.93 367 | 15.74 362 | 22.43 540 | 30.95 523 | 17.80 453 | 12.44 468 | 11.19 312 | 4.57 347 | 0.02 224 | 0.02 100 | 0.18 461 | 0.79 584 | 0.31 329 | 1.90 565 |
|
| anonymousa |  | 9.03 430 | 1.62 347 | 8.03 328 | 4.19 235 | 5.53 540 | 15.37 488 | 3.81 374 | 18.55 379 | 21.20 431 | 18.28 465 | 30.99 524 | 20.79 489 | 13.42 485 | 10.58 269 | 7.57 427 | 0.00 1 | 0.05 200 | 0.29 507 | 0.18 428 | 0.10 168 | 0.11 192 |
|
| KYRaft |  | 9.04 431 | 1.11 162 | 7.02 275 | 6.50 438 | 0.97 177 | 8.27 349 | 8.19 514 | 22.86 444 | 8.20 241 | 21.30 528 | 31.38 531 | 22.64 509 | 8.20 372 | 11.99 355 | 2.96 259 | 0.02 224 | 0.02 100 | 0.05 328 | 0.68 577 | 0.40 381 | 18.09 681 |
|
| DFGA-Net |  | 9.06 432 | 3.56 531 | 17.96 572 | 5.71 373 | 3.89 430 | 10.76 387 | 3.08 342 | 25.17 466 | 29.50 518 | 16.21 411 | 18.47 352 | 9.49 302 | 6.31 315 | 15.80 487 | 12.54 511 | 0.05 309 | 0.00 1 | 0.06 351 | 0.09 372 | 1.76 557 | 0.83 494 |
|
| rvit_stereo_0075_2 |  | 9.10 433 | 3.87 543 | 19.26 582 | 11.81 609 | 8.82 628 | 5.75 254 | 4.40 394 | 22.77 442 | 17.68 391 | 11.90 304 | 28.34 483 | 16.05 423 | 6.35 317 | 14.30 455 | 7.67 435 | 0.52 511 | 0.34 534 | 0.51 535 | 0.08 358 | 0.38 373 | 1.14 530 |
|
| test_sample4 |  | 9.10 433 | 1.65 355 | 9.91 436 | 5.19 333 | 2.57 353 | 16.59 525 | 5.38 424 | 27.37 496 | 19.80 414 | 17.80 451 | 27.52 474 | 15.01 402 | 11.21 437 | 12.69 402 | 8.15 452 | 0.21 409 | 0.07 268 | 0.06 351 | 0.03 266 | 0.43 390 | 0.30 366 |
|
| BUS |  | 9.20 435 | 1.48 284 | 7.93 318 | 6.74 458 | 3.96 435 | 17.62 539 | 2.79 328 | 33.06 579 | 21.58 436 | 17.99 457 | 21.34 399 | 14.49 393 | 9.40 399 | 14.18 451 | 10.57 493 | 0.19 396 | 0.13 396 | 0.14 439 | 0.04 291 | 0.30 317 | 0.09 162 |
|
| rvit_0105_3 |  | 9.23 436 | 3.67 534 | 17.68 568 | 11.75 607 | 1.89 300 | 9.37 366 | 8.48 521 | 18.68 380 | 30.64 534 | 15.02 378 | 14.72 300 | 17.87 455 | 9.94 410 | 15.66 483 | 6.54 402 | 0.36 467 | 0.43 551 | 0.01 245 | 0.41 541 | 0.50 425 | 1.01 519 |
|
| MyStereo04 |  | 9.24 437 | 1.92 424 | 8.78 368 | 6.09 410 | 4.31 462 | 6.54 305 | 9.96 546 | 32.24 570 | 41.99 617 | 14.26 363 | 11.98 274 | 12.00 348 | 12.01 459 | 13.93 446 | 7.53 424 | 0.06 330 | 0.10 346 | 0.03 295 | 0.04 291 | 0.63 467 | 0.30 366 |
|
| CoDeX |  | 9.24 437 | 1.77 400 | 9.54 414 | 6.08 409 | 3.79 427 | 16.45 521 | 6.76 486 | 26.15 481 | 25.03 481 | 17.18 439 | 25.12 444 | 14.69 398 | 11.68 453 | 12.22 374 | 6.71 406 | 0.30 452 | 0.20 457 | 0.15 446 | 0.02 239 | 0.23 263 | 0.68 472 |
|
| CrosDoStereo |  | 9.24 437 | 1.29 220 | 8.16 335 | 4.56 273 | 1.04 182 | 7.52 335 | 15.00 615 | 15.85 328 | 24.31 473 | 24.27 557 | 33.44 565 | 13.37 376 | 13.82 495 | 12.23 375 | 8.86 467 | 0.01 140 | 0.11 367 | 0.09 386 | 0.04 291 | 0.36 359 | 0.53 440 |
|
| DeepStereo_LL |  | 9.24 437 | 1.29 220 | 8.16 335 | 4.56 273 | 1.04 182 | 7.52 335 | 15.00 615 | 15.85 328 | 24.31 473 | 24.27 557 | 33.44 565 | 13.37 376 | 13.82 495 | 12.23 375 | 8.86 467 | 0.01 140 | 0.11 367 | 0.09 386 | 0.04 291 | 0.36 359 | 0.53 440 |
|
| DRaft |  | 9.27 441 | 1.23 199 | 9.08 391 | 3.62 188 | 0.78 147 | 13.27 443 | 5.89 440 | 16.97 345 | 29.57 520 | 21.15 526 | 38.46 603 | 10.09 313 | 13.98 501 | 11.58 332 | 7.91 441 | 0.43 490 | 0.30 519 | 0.06 351 | 0.26 485 | 0.26 286 | 0.45 423 |
|
| MyStereo05 |  | 9.29 442 | 1.76 394 | 8.95 376 | 6.19 419 | 4.40 470 | 7.09 323 | 9.95 544 | 31.21 550 | 40.82 609 | 17.31 441 | 12.93 286 | 10.33 316 | 12.52 472 | 13.93 446 | 7.05 413 | 0.06 330 | 0.10 346 | 0.02 275 | 0.04 291 | 0.73 489 | 0.29 363 |
|
| MLCV |  | 9.32 443 | 2.22 472 | 12.55 492 | 5.22 338 | 1.32 225 | 13.79 454 | 1.35 151 | 21.14 421 | 23.65 462 | 21.91 534 | 31.37 530 | 17.14 440 | 7.57 353 | 16.00 500 | 10.18 487 | 0.22 415 | 0.01 42 | 0.03 295 | 0.02 239 | 0.40 381 | 0.29 363 |
|
| DispNO |  | 9.33 444 | 1.78 403 | 15.84 546 | 5.73 375 | 5.74 553 | 12.24 423 | 4.81 413 | 25.06 464 | 21.10 428 | 16.70 429 | 20.86 393 | 17.78 452 | 11.76 454 | 16.74 515 | 8.85 466 | 0.22 415 | 0.15 420 | 0.03 295 | 0.12 398 | 0.41 384 | 0.64 467 |
|
| test_sample5 |  | 9.36 445 | 1.61 341 | 9.63 420 | 5.30 343 | 2.52 348 | 15.42 491 | 6.00 448 | 27.25 494 | 19.96 415 | 18.36 471 | 31.81 540 | 15.99 418 | 11.29 439 | 13.21 425 | 7.66 433 | 0.23 425 | 0.08 306 | 0.07 363 | 0.04 291 | 0.48 411 | 0.34 384 |
|
| BEATNet_4x |  | 9.37 446 | 4.85 559 | 12.05 487 | 5.48 356 | 1.35 236 | 13.15 441 | 6.15 457 | 25.06 464 | 16.74 375 | 16.18 410 | 24.65 439 | 17.29 446 | 12.51 471 | 16.91 518 | 10.92 498 | 0.38 471 | 0.18 444 | 0.81 568 | 0.05 319 | 1.95 563 | 0.65 469 |
|
| THIR-Stereo |  | 9.38 447 | 1.78 403 | 8.50 355 | 4.74 282 | 0.71 128 | 15.92 501 | 11.93 584 | 16.39 336 | 21.56 435 | 24.27 557 | 32.07 544 | 14.40 391 | 14.14 505 | 11.49 325 | 8.39 457 | 0.05 309 | 0.25 502 | 0.10 405 | 0.05 319 | 0.33 347 | 0.58 454 |
|
| ff1 |  | 9.41 448 | 1.43 266 | 9.67 424 | 5.70 369 | 3.44 406 | 11.96 416 | 6.35 462 | 18.45 376 | 16.31 370 | 15.83 402 | 31.44 534 | 17.22 442 | 10.87 427 | 16.19 503 | 21.98 588 | 0.00 1 | 0.05 200 | 0.80 563 | 0.08 358 | 0.26 286 | 0.14 230 |
|
| G2L-ROB |  | 9.43 449 | 1.49 290 | 8.01 326 | 5.66 366 | 4.08 445 | 11.74 409 | 7.70 511 | 29.33 523 | 18.14 398 | 19.72 495 | 21.64 407 | 22.32 507 | 11.02 432 | 16.47 510 | 10.74 497 | 0.02 224 | 0.01 42 | 0.00 1 | 0.00 1 | 0.19 236 | 0.33 380 |
|
| GANet-RSSM |  | 9.48 450 | 1.32 232 | 6.45 246 | 6.72 457 | 5.51 539 | 12.78 434 | 6.03 453 | 26.55 485 | 18.96 407 | 14.92 374 | 27.95 477 | 25.41 544 | 14.69 520 | 13.52 438 | 7.60 430 | 0.10 353 | 0.10 346 | 0.16 454 | 0.01 197 | 0.51 429 | 0.39 401 |
|
| UCFNet_RVC |  | 9.48 450 | 2.12 463 | 4.89 137 | 7.03 470 | 3.78 425 | 16.05 504 | 6.37 466 | 28.25 507 | 20.00 417 | 15.93 406 | 23.07 424 | 25.21 541 | 12.79 475 | 12.57 397 | 8.01 445 | 0.07 341 | 0.04 162 | 1.17 589 | 0.23 463 | 1.31 540 | 0.69 474 |
|
| DualNet |  | 9.49 452 | 1.61 341 | 9.63 420 | 5.30 343 | 2.52 348 | 15.42 491 | 6.00 448 | 27.25 494 | 19.96 415 | 19.40 487 | 33.22 561 | 15.99 418 | 11.29 439 | 13.21 425 | 7.66 433 | 0.23 425 | 0.08 306 | 0.07 363 | 0.04 291 | 0.48 411 | 0.34 384 |
|
| CFNet_pseudo |  | 9.58 453 | 1.91 420 | 10.73 461 | 4.53 269 | 2.91 380 | 14.26 464 | 2.75 326 | 26.73 489 | 32.14 551 | 17.10 436 | 23.02 423 | 22.14 504 | 8.74 382 | 12.17 373 | 7.43 419 | 0.20 404 | 0.45 558 | 1.24 598 | 0.24 473 | 2.49 576 | 0.49 434 |
|
| Anonymous3 |  | 9.60 454 | 3.45 528 | 29.83 621 | 9.58 554 | 4.75 489 | 24.51 589 | 10.20 556 | 24.04 455 | 18.77 405 | 10.42 286 | 14.64 299 | 7.97 277 | 8.75 383 | 14.05 450 | 5.80 389 | 2.44 617 | 1.39 622 | 0.08 374 | 0.06 339 | 0.73 489 | 0.48 430 |
|
| ccs_rob |  | 9.61 455 | 1.92 424 | 10.72 460 | 4.55 271 | 2.89 377 | 14.33 466 | 2.86 334 | 26.85 490 | 32.36 554 | 17.05 434 | 22.91 422 | 22.12 503 | 8.70 380 | 12.10 369 | 7.44 420 | 0.19 396 | 0.44 553 | 1.38 600 | 0.25 479 | 2.68 579 | 0.57 451 |
|
| PCWNet_CMD |  | 9.64 456 | 1.77 400 | 10.59 457 | 4.80 288 | 2.90 378 | 16.25 518 | 2.42 308 | 29.37 525 | 34.10 567 | 17.41 442 | 22.04 413 | 19.10 474 | 7.70 356 | 12.05 361 | 6.86 408 | 0.22 415 | 0.45 558 | 0.80 563 | 0.22 454 | 3.11 591 | 0.69 474 |
|
| MSMDNet |  | 9.64 456 | 1.77 400 | 10.63 458 | 4.83 289 | 2.90 378 | 16.35 519 | 2.37 301 | 29.33 523 | 34.29 570 | 17.43 444 | 22.10 415 | 19.05 473 | 7.79 361 | 12.11 371 | 6.87 409 | 0.23 425 | 0.46 560 | 0.67 552 | 0.21 451 | 2.77 582 | 0.60 457 |
|
| DCVSM-stereo |  | 9.70 458 | 1.83 410 | 11.36 473 | 5.81 379 | 3.59 415 | 10.57 382 | 3.00 338 | 18.71 381 | 22.11 444 | 23.79 555 | 19.02 360 | 29.73 570 | 17.68 563 | 13.33 430 | 9.11 472 | 0.21 409 | 1.14 616 | 0.27 495 | 0.06 339 | 0.75 495 | 1.89 564 |
|
| BSDual-CNN |  | 9.70 458 | 1.48 284 | 7.93 318 | 6.74 458 | 3.96 435 | 16.10 508 | 7.13 497 | 33.06 579 | 21.58 436 | 17.99 457 | 21.34 399 | 22.28 505 | 11.53 447 | 14.18 451 | 7.81 436 | 0.19 396 | 0.13 396 | 0.14 439 | 0.04 291 | 0.30 317 | 0.09 162 |
|
| PSMNet-RSSM |  | 9.71 460 | 1.73 376 | 6.09 231 | 7.47 494 | 4.27 456 | 10.06 371 | 6.00 448 | 29.14 519 | 21.74 440 | 15.76 400 | 32.88 556 | 22.63 508 | 13.18 482 | 12.94 415 | 9.12 473 | 0.09 347 | 0.02 100 | 0.07 363 | 0.10 385 | 0.70 481 | 0.24 336 |
|
| IER |  | 9.78 461 | 1.55 312 | 9.97 439 | 4.51 267 | 5.23 518 | 13.78 452 | 5.11 416 | 26.66 487 | 22.79 453 | 19.69 494 | 29.45 499 | 16.42 425 | 18.52 574 | 13.64 443 | 7.57 427 | 0.06 330 | 0.03 140 | 0.18 461 | 0.09 372 | 0.18 232 | 0.23 329 |
|
| test_sample6 |  | 9.79 462 | 1.61 341 | 9.84 433 | 5.35 349 | 2.35 339 | 15.59 495 | 6.60 480 | 28.40 508 | 20.96 425 | 19.40 487 | 33.22 561 | 17.17 441 | 11.58 451 | 13.43 434 | 8.82 465 | 0.26 442 | 0.10 346 | 0.10 405 | 0.06 339 | 0.50 425 | 0.41 408 |
|
| psmg |  | 9.80 463 | 1.48 284 | 7.93 318 | 5.18 330 | 3.96 435 | 15.85 500 | 7.93 513 | 29.11 518 | 21.58 436 | 20.93 517 | 25.06 442 | 22.28 505 | 11.53 447 | 14.18 451 | 7.81 436 | 0.19 396 | 0.13 396 | 0.17 456 | 0.04 291 | 0.36 359 | 0.21 310 |
|
| gwcnet-sp |  | 9.81 464 | 2.82 504 | 13.47 509 | 5.99 400 | 4.27 456 | 16.20 514 | 5.91 441 | 25.55 470 | 24.34 476 | 21.01 519 | 20.69 386 | 15.22 405 | 14.96 524 | 14.50 462 | 9.97 482 | 0.05 309 | 0.15 420 | 0.02 275 | 0.08 358 | 0.49 420 | 0.51 436 |
|
| scenet |  | 9.81 464 | 2.82 504 | 13.47 509 | 5.99 400 | 4.27 456 | 16.20 514 | 5.91 441 | 25.55 470 | 24.34 476 | 21.01 519 | 20.69 386 | 15.22 405 | 14.96 524 | 14.50 462 | 9.97 482 | 0.05 309 | 0.15 420 | 0.02 275 | 0.08 358 | 0.49 420 | 0.51 436 |
|
| ssnet |  | 9.81 464 | 2.82 504 | 13.47 509 | 5.99 400 | 4.27 456 | 16.20 514 | 5.91 441 | 25.55 470 | 24.34 476 | 21.01 519 | 20.69 386 | 15.22 405 | 14.96 524 | 14.50 462 | 9.97 482 | 0.05 309 | 0.15 420 | 0.02 275 | 0.08 358 | 0.49 420 | 0.51 436 |
|
| CCAANet |  | 9.84 467 | 1.49 290 | 9.29 402 | 6.41 433 | 5.05 506 | 12.91 436 | 3.79 372 | 28.06 504 | 22.91 454 | 15.23 389 | 36.91 589 | 18.50 467 | 10.70 422 | 16.74 515 | 8.06 448 | 0.12 366 | 0.00 1 | 0.27 495 | 0.01 197 | 0.20 240 | 0.15 250 |
|
| CFNet-ft |   | 9.87 468 | 2.18 470 | 5.49 189 | 7.45 492 | 5.25 520 | 15.76 497 | 5.98 446 | 21.89 431 | 21.87 441 | 14.96 375 | 30.02 507 | 25.68 545 | 13.68 491 | 12.46 390 | 10.94 500 | 0.08 345 | 0.06 239 | 1.83 606 | 0.22 454 | 1.09 522 | 0.43 415 |
|
| CFNet_RVC |  | 9.87 468 | 2.18 470 | 5.49 189 | 7.45 492 | 5.25 520 | 15.76 497 | 5.98 446 | 21.89 431 | 21.87 441 | 14.96 375 | 30.02 507 | 25.68 545 | 13.68 491 | 12.46 390 | 10.94 500 | 0.08 345 | 0.06 239 | 1.83 606 | 0.22 454 | 1.09 522 | 0.43 415 |
|
| PSMNet-ADL |  | 9.88 470 | 2.01 445 | 6.80 264 | 9.18 541 | 4.26 455 | 15.11 483 | 3.50 358 | 27.12 493 | 24.42 479 | 14.72 369 | 18.96 358 | 25.32 543 | 13.43 486 | 15.76 486 | 14.04 528 | 0.79 553 | 0.78 599 | 0.00 1 | 0.02 239 | 0.26 286 | 1.18 534 |
|
| qqq1 |  | 9.96 471 | 1.37 247 | 13.37 504 | 4.41 259 | 1.30 219 | 14.40 470 | 3.29 348 | 30.25 535 | 29.81 524 | 19.55 489 | 29.37 492 | 18.06 459 | 14.40 512 | 15.42 477 | 3.18 279 | 0.38 471 | 0.21 465 | 0.00 1 | 0.01 197 | 0.29 308 | 0.18 278 |
|
| fff1 |  | 9.96 471 | 1.37 247 | 13.37 504 | 4.41 259 | 1.30 219 | 14.40 470 | 3.29 348 | 30.25 535 | 29.81 524 | 19.55 489 | 29.37 492 | 18.06 459 | 14.40 512 | 15.42 477 | 3.18 279 | 0.38 471 | 0.21 465 | 0.00 1 | 0.01 197 | 0.29 308 | 0.18 278 |
|
| UGAM |  | 10.01 473 | 1.28 216 | 9.19 400 | 6.53 441 | 4.31 462 | 6.72 313 | 10.45 561 | 15.31 311 | 25.98 492 | 20.56 511 | 27.42 473 | 22.70 510 | 11.49 445 | 26.30 609 | 10.64 496 | 0.00 1 | 0.00 1 | 0.46 529 | 0.03 266 | 0.39 376 | 0.43 415 |
|
| UDGNet |  | 10.05 474 | 13.89 642 | 10.00 445 | 9.36 545 | 2.69 362 | 7.82 340 | 1.88 255 | 18.86 386 | 34.64 572 | 17.52 448 | 13.70 291 | 13.40 378 | 7.18 347 | 13.01 420 | 6.30 401 | 5.30 643 | 0.08 306 | 12.57 667 | 2.80 634 | 8.19 643 | 1.71 559 |
|
| Selective-IGEV-i16pc |  | 10.06 475 | 1.72 375 | 15.71 544 | 5.65 363 | 1.66 268 | 36.81 653 | 11.67 580 | 18.83 385 | 26.73 501 | 10.16 282 | 21.57 403 | 15.78 414 | 7.07 343 | 14.19 454 | 8.16 453 | 2.15 608 | 0.94 611 | 0.26 492 | 0.53 565 | 0.77 498 | 0.87 502 |
|
| cf-r |  | 10.06 475 | 1.60 336 | 7.99 324 | 5.82 380 | 5.70 550 | 12.92 437 | 4.78 408 | 24.18 458 | 27.47 507 | 16.91 433 | 31.02 525 | 25.12 540 | 14.05 502 | 11.63 339 | 11.01 503 | 0.03 262 | 0.03 140 | 0.05 328 | 0.03 266 | 0.43 390 | 0.39 401 |
|
| ICVP |  | 10.07 477 | 1.73 376 | 6.11 232 | 9.08 537 | 3.31 401 | 12.25 424 | 6.56 477 | 26.30 483 | 22.52 449 | 16.49 421 | 31.80 539 | 26.94 556 | 12.42 467 | 11.35 320 | 10.92 498 | 1.17 587 | 0.57 582 | 0.17 456 | 0.10 385 | 0.58 456 | 1.07 525 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| G2L-Stereo |  | 10.09 478 | 1.97 432 | 9.53 413 | 7.09 474 | 4.21 452 | 9.10 360 | 8.53 523 | 29.05 517 | 22.51 448 | 19.28 486 | 25.57 450 | 22.70 510 | 10.67 421 | 15.44 481 | 14.88 538 | 0.25 437 | 0.04 162 | 0.08 374 | 0.01 197 | 0.36 359 | 0.42 411 |
|
| hknet |  | 10.13 479 | 1.56 322 | 10.27 451 | 6.74 458 | 3.72 422 | 16.10 508 | 7.13 497 | 33.06 579 | 21.12 429 | 17.99 457 | 21.34 399 | 23.11 513 | 14.95 523 | 16.43 509 | 8.34 456 | 0.14 373 | 0.13 396 | 0.14 439 | 0.04 291 | 0.30 317 | 0.09 162 |
|
| AdaStereo |  | 10.22 480 | 3.63 532 | 9.14 398 | 9.15 539 | 3.24 399 | 15.79 499 | 5.39 429 | 31.94 560 | 25.42 485 | 18.39 472 | 26.47 461 | 19.44 479 | 9.50 401 | 16.60 513 | 8.59 461 | 0.44 492 | 0.05 200 | 0.40 525 | 0.00 1 | 0.57 452 | 0.16 259 |
| 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 |  | 10.25 481 | 1.91 420 | 11.88 481 | 4.98 301 | 4.08 445 | 15.11 483 | 3.57 367 | 28.02 503 | 31.98 550 | 18.21 464 | 25.20 445 | 23.27 516 | 9.38 398 | 13.38 431 | 7.22 415 | 0.23 425 | 0.81 600 | 1.65 605 | 0.22 454 | 3.01 587 | 0.93 509 |
|
| iResNet |  | 10.26 482 | 3.10 519 | 15.72 545 | 7.35 485 | 2.13 320 | 13.86 457 | 7.07 494 | 22.80 443 | 28.01 510 | 20.10 503 | 30.40 513 | 16.79 430 | 11.06 433 | 14.46 461 | 10.29 492 | 0.39 480 | 0.05 200 | 0.00 1 | 0.07 350 | 0.73 489 | 0.73 482 |
|
| RAFT + AFF |  | 10.27 483 | 3.77 537 | 17.13 558 | 10.24 576 | 4.97 498 | 13.08 439 | 11.52 578 | 25.69 473 | 25.80 488 | 14.72 369 | 16.12 320 | 19.16 475 | 11.35 443 | 16.24 507 | 9.04 471 | 0.30 452 | 1.46 624 | 0.66 551 | 0.20 447 | 2.03 569 | 1.94 566 |
|
| ACVNet |  | 10.36 484 | 1.68 368 | 5.49 189 | 6.01 403 | 2.75 368 | 12.78 434 | 3.56 365 | 21.89 431 | 34.81 573 | 14.96 375 | 30.78 519 | 24.72 536 | 13.88 499 | 15.81 488 | 17.20 555 | 0.13 371 | 0.01 42 | 0.06 351 | 0.06 339 | 0.51 429 | 0.15 250 |
|
| G2L-Stereo_test |  | 10.39 485 | 1.61 341 | 7.86 314 | 4.75 285 | 4.34 466 | 11.83 411 | 11.94 585 | 32.49 571 | 22.58 450 | 23.08 549 | 24.40 435 | 21.48 496 | 11.95 458 | 15.64 482 | 13.00 515 | 0.04 283 | 0.06 239 | 0.01 245 | 0.02 239 | 0.32 339 | 0.37 395 |
|
| RT-IGEV |  | 10.44 486 | 1.62 347 | 11.92 482 | 5.95 396 | 2.23 328 | 21.30 568 | 14.50 608 | 29.47 526 | 24.30 472 | 21.51 530 | 20.17 375 | 23.81 525 | 12.18 462 | 13.13 424 | 4.90 363 | 0.10 353 | 0.27 510 | 0.05 328 | 0.37 531 | 0.52 435 | 0.55 445 |
|
| test_sample7 |  | 10.45 487 | 2.24 475 | 9.90 435 | 5.32 345 | 2.01 314 | 14.98 480 | 7.44 506 | 28.75 511 | 23.91 469 | 24.38 562 | 21.03 395 | 24.64 532 | 17.82 566 | 13.58 440 | 9.82 478 | 0.59 521 | 0.87 605 | 0.39 524 | 0.12 398 | 0.66 477 | 0.47 426 |
|
| tta |  | 10.45 487 | 1.37 247 | 13.37 504 | 4.41 259 | 1.30 219 | 14.39 467 | 3.29 348 | 30.25 535 | 29.81 524 | 19.55 489 | 29.37 492 | 18.06 459 | 14.40 512 | 15.42 477 | 12.69 512 | 0.38 471 | 0.21 465 | 0.28 503 | 0.03 266 | 0.29 308 | 0.18 278 |
|
| SMFormer |  | 10.46 489 | 1.37 247 | 13.37 504 | 4.41 259 | 1.30 219 | 14.40 470 | 3.29 348 | 30.25 535 | 29.81 524 | 19.55 489 | 29.37 492 | 18.06 459 | 14.40 512 | 15.42 477 | 12.70 513 | 0.38 471 | 0.21 465 | 0.28 503 | 0.03 266 | 0.33 347 | 0.31 374 |
|
| ToySt |  | 10.51 490 | 2.00 437 | 15.67 543 | 5.33 346 | 0.95 175 | 14.97 479 | 9.51 537 | 24.02 454 | 27.37 505 | 14.61 367 | 24.67 440 | 24.56 530 | 14.70 521 | 16.86 517 | 13.35 520 | 0.06 330 | 0.23 483 | 0.03 295 | 0.09 372 | 0.62 464 | 0.67 471 |
|
| AACVNet |  | 10.58 491 | 2.86 507 | 9.78 432 | 8.95 534 | 3.30 400 | 10.80 391 | 4.78 408 | 22.37 437 | 12.55 308 | 27.50 595 | 29.84 504 | 30.06 576 | 15.99 541 | 19.10 544 | 11.60 508 | 0.40 483 | 0.18 444 | 0.22 481 | 0.03 266 | 0.62 464 | 0.73 482 |
|
| GwcNet-RSSM |  | 10.65 492 | 1.94 428 | 8.57 359 | 6.89 467 | 5.26 523 | 12.26 425 | 5.21 418 | 25.80 476 | 31.50 541 | 16.67 427 | 33.52 567 | 23.70 523 | 13.88 499 | 12.84 408 | 13.67 524 | 0.05 309 | 0.10 346 | 0.14 439 | 0.02 239 | 0.65 473 | 0.39 401 |
|
| CFNet |  | 10.67 493 | 2.33 480 | 8.90 371 | 6.66 452 | 4.09 447 | 16.05 504 | 4.26 393 | 30.44 541 | 31.01 537 | 18.53 474 | 26.48 462 | 23.69 522 | 13.68 491 | 15.27 471 | 10.59 495 | 0.05 309 | 0.02 100 | 0.44 526 | 0.05 319 | 0.73 489 | 0.23 329 |
|
| DDVS |  | 10.70 494 | 3.00 515 | 11.95 483 | 6.84 465 | 3.80 428 | 15.73 496 | 2.83 332 | 23.57 450 | 17.37 385 | 20.98 518 | 29.89 505 | 31.40 586 | 8.70 380 | 19.22 547 | 13.19 518 | 0.74 545 | 1.53 627 | 0.07 363 | 0.21 451 | 0.84 504 | 2.11 572 |
|
| mmx |  | 10.71 495 | 1.43 266 | 9.67 424 | 5.70 369 | 3.44 406 | 11.96 416 | 6.35 462 | 32.18 564 | 28.03 511 | 15.83 402 | 31.44 534 | 17.22 442 | 10.87 427 | 16.19 503 | 21.98 588 | 0.22 415 | 0.06 239 | 0.80 563 | 0.08 358 | 0.48 411 | 0.21 310 |
|
| xxx |   | 10.71 495 | 1.43 266 | 9.67 424 | 5.70 369 | 3.44 406 | 11.96 416 | 6.35 462 | 32.18 564 | 28.03 511 | 15.83 402 | 31.44 534 | 17.22 442 | 10.87 427 | 16.19 503 | 21.98 588 | 0.22 415 | 0.06 239 | 0.80 563 | 0.08 358 | 0.48 411 | 0.21 310 |
|
| NINENet |  | 10.74 497 | 2.29 477 | 10.44 454 | 8.03 513 | 5.09 508 | 17.62 539 | 2.79 328 | 38.69 635 | 33.24 562 | 18.35 470 | 26.31 459 | 14.49 393 | 9.40 399 | 15.88 491 | 10.57 493 | 0.41 485 | 0.21 465 | 0.29 507 | 0.00 1 | 0.42 388 | 0.23 329 |
|
| LMCR-Stereo |   | 10.75 498 | 4.13 548 | 10.67 459 | 13.11 619 | 3.99 440 | 16.68 526 | 5.91 441 | 25.30 467 | 22.69 451 | 22.04 536 | 21.80 408 | 14.67 397 | 14.24 508 | 20.55 574 | 15.86 544 | 1.90 603 | 0.04 162 | 0.00 1 | 0.02 239 | 1.29 537 | 0.18 278 |
|
| DeepPruner_ROB |  | 10.77 499 | 4.56 554 | 13.13 499 | 6.37 429 | 4.28 461 | 10.14 372 | 6.86 488 | 36.42 616 | 19.59 410 | 17.87 453 | 27.37 472 | 23.19 515 | 12.26 463 | 19.09 543 | 10.23 490 | 1.05 580 | 0.48 564 | 0.23 485 | 0.15 418 | 0.89 510 | 1.17 532 |
|
| LL-Strereo |  | 10.79 500 | 3.52 530 | 12.54 491 | 8.77 530 | 5.44 536 | 7.49 332 | 9.26 533 | 35.15 604 | 28.70 516 | 16.47 420 | 15.85 316 | 21.06 493 | 17.42 561 | 21.62 580 | 9.72 477 | 0.21 409 | 0.22 475 | 0.74 557 | 0.08 358 | 0.98 516 | 0.60 457 |
|
| DAS |  | 10.80 501 | 2.03 450 | 13.96 517 | 9.01 535 | 6.23 570 | 14.67 476 | 7.38 504 | 21.59 425 | 32.58 557 | 18.67 477 | 28.13 479 | 19.20 476 | 17.08 556 | 16.54 512 | 7.31 417 | 0.58 517 | 0.01 42 | 0.29 507 | 0.01 197 | 0.47 408 | 0.20 298 |
|
| GMStereo_Zeroshot |   | 10.83 502 | 7.81 602 | 19.95 589 | 9.55 552 | 2.47 347 | 11.83 411 | 1.31 143 | 20.84 416 | 20.52 419 | 22.73 543 | 35.93 582 | 24.76 538 | 5.94 292 | 19.68 551 | 7.04 412 | 0.45 494 | 0.02 100 | 0.25 489 | 0.01 197 | 5.38 625 | 0.19 293 |
|
| HSM-Net_RVC |   | 10.88 503 | 1.23 199 | 5.46 184 | 5.57 359 | 2.63 359 | 20.12 558 | 6.06 455 | 27.67 500 | 28.35 515 | 20.63 513 | 25.51 448 | 34.01 609 | 14.38 511 | 16.18 502 | 9.29 474 | 0.11 360 | 0.07 268 | 0.01 245 | 0.00 1 | 0.13 193 | 0.14 230 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| NOSS_ROB |  | 10.99 504 | 3.81 540 | 6.88 267 | 6.69 454 | 2.30 334 | 16.06 506 | 10.94 566 | 30.06 532 | 32.41 555 | 16.10 409 | 18.72 355 | 22.78 512 | 14.21 507 | 17.52 523 | 8.62 463 | 2.35 612 | 1.84 632 | 3.32 633 | 1.57 617 | 2.06 570 | 1.52 550 |
|
| ac_64 |  | 11.10 505 | 1.49 290 | 9.88 434 | 8.24 520 | 5.45 537 | 19.12 550 | 6.46 471 | 24.10 456 | 14.34 337 | 22.80 545 | 23.87 432 | 33.28 602 | 15.54 536 | 18.87 539 | 17.26 557 | 0.28 448 | 0.12 380 | 0.02 275 | 0.02 239 | 0.26 286 | 0.63 461 |
|
| 1111x |  | 11.32 506 | 1.34 240 | 8.95 376 | 5.20 334 | 1.96 307 | 14.46 473 | 7.75 512 | 35.65 609 | 28.23 514 | 15.66 398 | 26.66 465 | 26.65 550 | 14.76 522 | 15.88 491 | 22.27 593 | 0.24 431 | 0.13 396 | 0.04 317 | 0.06 339 | 0.30 317 | 0.24 336 |
|
| HSM |  | 11.33 507 | 1.80 408 | 7.04 277 | 6.13 416 | 3.99 440 | 16.16 512 | 6.92 491 | 29.69 530 | 19.39 408 | 22.95 546 | 26.05 457 | 41.08 645 | 15.79 539 | 20.25 565 | 8.89 470 | 0.02 224 | 0.03 140 | 0.01 245 | 0.00 1 | 0.15 207 | 0.34 384 |
|
| SepStereo |  | 11.34 508 | 2.03 450 | 13.96 517 | 9.01 535 | 6.23 570 | 14.67 476 | 7.38 504 | 21.59 425 | 32.58 557 | 18.67 477 | 28.13 479 | 19.20 476 | 17.08 556 | 27.36 614 | 7.31 417 | 0.58 517 | 0.01 42 | 0.29 507 | 0.01 197 | 0.47 408 | 0.20 298 |
|
| DMCA-RVC |   | 11.41 509 | 3.32 524 | 11.68 478 | 10.12 571 | 4.81 490 | 11.92 414 | 4.11 383 | 24.67 462 | 23.66 464 | 20.06 502 | 28.51 486 | 26.71 551 | 24.96 613 | 15.95 499 | 14.82 535 | 0.41 485 | 0.34 534 | 0.56 541 | 0.16 421 | 0.72 487 | 0.69 474 |
|
| ITSA-stereo |  | 11.44 510 | 2.03 450 | 10.92 468 | 5.90 391 | 1.78 285 | 12.05 420 | 4.17 388 | 36.77 619 | 49.15 646 | 18.17 462 | 18.53 353 | 21.79 499 | 12.59 473 | 15.74 485 | 14.05 529 | 0.45 494 | 0.39 538 | 0.28 503 | 0.29 499 | 0.98 516 | 2.81 588 |
|
| test_xeample |   | 11.49 511 | 1.24 206 | 7.50 297 | 5.22 338 | 2.18 325 | 17.40 532 | 6.49 473 | 31.14 549 | 22.77 452 | 17.90 455 | 33.09 560 | 18.48 466 | 14.61 518 | 13.51 437 | 37.38 665 | 0.16 385 | 0.13 396 | 0.01 245 | 0.03 266 | 0.23 263 | 0.24 336 |
|
| coex_refinement |  | 11.56 512 | 1.53 304 | 7.45 296 | 8.18 517 | 5.09 508 | 17.10 529 | 7.07 494 | 31.05 548 | 32.20 553 | 18.57 475 | 30.81 521 | 25.84 547 | 12.31 465 | 13.41 433 | 19.47 570 | 0.23 425 | 0.04 162 | 0.02 275 | 0.10 385 | 0.44 393 | 0.37 395 |
|
| RASNet |  | 11.59 513 | 1.71 373 | 10.36 453 | 6.30 425 | 5.66 546 | 15.48 493 | 6.12 456 | 34.50 598 | 20.86 424 | 16.61 425 | 32.51 551 | 22.04 502 | 23.00 597 | 19.44 548 | 16.15 548 | 0.71 537 | 0.03 140 | 0.05 328 | 0.01 197 | 0.15 207 | 0.13 219 |
|
| ACV-stereo |  | 11.65 514 | 5.15 566 | 28.84 614 | 6.80 462 | 3.33 402 | 20.38 559 | 6.59 479 | 21.03 418 | 20.57 420 | 17.67 450 | 20.95 394 | 26.81 553 | 16.69 548 | 20.19 563 | 13.26 519 | 0.72 539 | 1.11 615 | 0.15 446 | 0.09 372 | 0.65 473 | 2.13 573 |
|
| iResNet_ROB |  | 11.71 515 | 1.96 431 | 10.77 462 | 6.01 403 | 3.68 420 | 15.13 485 | 2.34 297 | 31.72 557 | 37.58 592 | 26.16 583 | 32.77 553 | 25.88 548 | 15.34 534 | 16.35 508 | 7.94 442 | 0.19 396 | 0.01 42 | 0.00 1 | 0.00 1 | 0.31 329 | 0.12 202 |
|
| UPFNet |  | 11.72 516 | 1.52 302 | 10.33 452 | 7.38 487 | 7.14 595 | 20.05 557 | 9.62 539 | 28.90 516 | 25.94 491 | 20.02 500 | 29.73 503 | 20.91 490 | 16.34 544 | 18.61 537 | 16.17 549 | 0.26 442 | 0.17 436 | 0.25 489 | 0.03 266 | 0.55 443 | 0.56 450 |
|
| FADNet-RVC-Resample |  | 11.72 516 | 4.35 552 | 30.33 624 | 9.46 550 | 3.90 432 | 14.11 459 | 7.17 499 | 25.78 474 | 23.31 456 | 23.27 551 | 29.52 500 | 19.50 481 | 15.00 528 | 15.38 476 | 8.33 455 | 0.53 512 | 0.50 569 | 0.49 532 | 0.50 561 | 1.38 544 | 1.67 557 |
|
| xxxx |  | 11.74 518 | 1.16 179 | 7.88 315 | 5.61 361 | 1.99 311 | 20.46 560 | 3.12 344 | 33.99 589 | 23.76 468 | 15.53 395 | 30.67 515 | 26.88 555 | 14.50 516 | 12.98 418 | 35.48 656 | 0.19 396 | 0.18 444 | 0.01 245 | 0.02 239 | 0.22 248 | 0.27 353 |
|
| CBMV_ROB |  | 11.77 519 | 2.89 508 | 6.92 270 | 5.20 334 | 2.88 376 | 14.12 460 | 4.79 410 | 26.69 488 | 29.84 528 | 26.17 584 | 31.92 541 | 23.61 521 | 20.74 589 | 20.20 564 | 10.18 487 | 1.78 600 | 1.80 631 | 2.17 614 | 1.26 611 | 1.61 548 | 0.55 445 |
|
| PStereo |  | 11.80 520 | 21.18 663 | 5.14 155 | 4.07 219 | 1.27 216 | 10.57 382 | 8.37 519 | 16.06 332 | 37.64 593 | 11.94 305 | 1.56 45 | 11.27 332 | 10.54 419 | 24.16 595 | 33.61 648 | 10.87 667 | 1.46 624 | 1.51 602 | 0.88 586 | 14.24 667 | 9.68 663 |
|
| DSFCA |  | 11.85 521 | 2.01 445 | 12.93 497 | 5.40 353 | 6.87 588 | 15.36 487 | 10.45 561 | 30.68 543 | 31.84 543 | 25.99 580 | 23.52 427 | 22.03 501 | 14.05 502 | 20.28 568 | 12.46 510 | 0.57 516 | 0.41 542 | 0.28 503 | 0.38 534 | 1.02 518 | 0.47 426 |
|
| FADNet_RVC |  | 11.94 522 | 5.17 567 | 39.74 642 | 6.44 435 | 3.46 410 | 11.42 405 | 4.17 388 | 29.16 520 | 26.89 502 | 17.97 456 | 25.96 451 | 13.41 379 | 15.67 537 | 15.84 490 | 13.54 523 | 0.90 569 | 0.75 597 | 0.55 539 | 1.20 608 | 3.65 605 | 2.85 589 |
|
| iResNetv2_ROB |  | 12.00 523 | 2.91 510 | 13.46 508 | 5.82 380 | 3.73 423 | 13.15 441 | 6.45 470 | 34.15 591 | 36.02 583 | 25.25 572 | 33.81 571 | 29.79 572 | 14.24 508 | 13.61 442 | 6.10 397 | 0.21 409 | 0.02 100 | 0.12 422 | 0.00 1 | 0.82 502 | 0.25 343 |
|
| hitnet-ft |   | 12.04 524 | 2.11 460 | 6.14 233 | 7.27 482 | 3.90 432 | 25.98 604 | 3.56 365 | 22.56 438 | 23.74 466 | 20.55 509 | 33.81 571 | 31.59 587 | 18.67 577 | 19.47 549 | 17.20 555 | 0.42 489 | 1.36 621 | 0.35 517 | 0.07 350 | 1.11 525 | 0.86 500 |
|
| NLCA_NET_v2_RVC |  | 12.05 525 | 3.43 527 | 16.25 551 | 7.62 500 | 5.58 541 | 14.57 474 | 6.00 448 | 32.98 578 | 27.41 506 | 21.69 532 | 31.40 532 | 25.21 541 | 13.47 487 | 14.96 469 | 15.60 543 | 0.84 562 | 0.33 531 | 0.35 517 | 0.35 524 | 1.29 537 | 1.78 560 |
| 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 |  | 12.16 526 | 1.68 368 | 11.97 484 | 7.70 502 | 6.20 567 | 19.61 554 | 5.52 431 | 25.78 474 | 34.81 573 | 25.62 578 | 30.78 519 | 24.72 536 | 13.20 484 | 15.81 488 | 18.80 566 | 0.13 371 | 0.01 42 | 0.06 351 | 0.06 339 | 0.63 467 | 0.15 250 |
|
| dad |  | 12.24 527 | 10.20 618 | 13.68 514 | 6.64 451 | 1.47 243 | 13.55 450 | 3.58 368 | 17.62 356 | 35.33 578 | 27.15 594 | 32.65 552 | 30.85 580 | 10.86 426 | 14.33 457 | 10.04 485 | 2.95 624 | 0.55 580 | 7.92 657 | 0.91 591 | 3.35 600 | 1.17 532 |
|
| ISRNet |  | 12.26 528 | 2.02 447 | 17.38 559 | 12.71 616 | 6.24 572 | 7.39 330 | 1.62 192 | 29.23 522 | 31.94 549 | 22.65 542 | 35.28 578 | 24.62 531 | 15.27 532 | 15.28 472 | 13.76 526 | 0.78 549 | 1.00 612 | 2.30 617 | 0.52 563 | 0.92 515 | 4.29 613 |
|
| pcwnet_v2 |  | 12.32 529 | 2.00 437 | 17.53 563 | 7.79 507 | 5.69 549 | 17.06 528 | 3.69 371 | 36.52 617 | 46.17 636 | 20.55 509 | 29.39 497 | 16.50 426 | 13.00 481 | 15.70 484 | 9.32 475 | 0.50 506 | 1.00 612 | 0.34 516 | 0.24 473 | 2.00 566 | 1.38 542 |
|
| 222 |  | 12.33 530 | 1.29 220 | 8.09 330 | 6.06 408 | 2.14 321 | 19.51 553 | 2.53 313 | 33.63 585 | 23.55 459 | 21.72 533 | 30.51 514 | 20.11 485 | 16.77 550 | 13.22 427 | 46.51 687 | 0.15 382 | 0.14 413 | 0.01 245 | 0.03 266 | 0.26 286 | 0.26 347 |
|
| ADLNet |  | 12.34 531 | 2.22 472 | 10.14 448 | 8.38 523 | 6.78 585 | 17.56 535 | 9.05 527 | 33.21 582 | 26.28 496 | 27.06 591 | 26.01 453 | 26.80 552 | 13.76 494 | 16.99 519 | 18.74 565 | 0.24 431 | 0.39 538 | 0.23 485 | 0.10 385 | 0.64 471 | 2.16 578 |
|
| CBFPSM |  | 12.42 532 | 2.59 497 | 28.96 617 | 4.74 282 | 3.20 396 | 22.33 574 | 16.31 628 | 21.13 420 | 21.03 427 | 21.04 522 | 27.81 475 | 30.24 577 | 15.99 541 | 14.59 466 | 14.80 534 | 0.04 283 | 0.49 567 | 0.10 405 | 0.16 421 | 0.51 429 | 2.34 582 |
|
| DualNet (step1) |  | 12.44 533 | 4.86 560 | 17.49 560 | 5.97 397 | 2.94 383 | 17.57 536 | 8.30 516 | 28.75 511 | 23.91 469 | 24.38 562 | 21.03 395 | 24.64 532 | 17.82 566 | 13.58 440 | 9.82 478 | 6.44 651 | 0.87 605 | 6.62 646 | 7.44 659 | 3.20 596 | 3.11 596 |
|
| ADLNet2 |  | 12.44 533 | 2.17 467 | 12.84 496 | 9.17 540 | 5.82 556 | 20.00 556 | 10.13 554 | 32.53 573 | 36.22 586 | 18.62 476 | 19.39 363 | 21.96 500 | 17.07 555 | 21.43 579 | 19.42 569 | 0.24 431 | 0.15 420 | 0.06 351 | 0.08 358 | 0.86 506 | 0.57 451 |
|
| AASNet |  | 12.49 535 | 2.46 486 | 10.49 455 | 9.82 561 | 6.86 587 | 17.33 531 | 6.73 483 | 41.09 649 | 37.86 596 | 22.53 541 | 29.11 489 | 16.68 429 | 13.48 489 | 14.54 465 | 17.87 561 | 0.20 404 | 0.02 100 | 0.78 559 | 0.05 319 | 1.18 529 | 0.76 486 |
|
| HBP-ISP |  | 12.52 536 | 7.82 603 | 8.47 353 | 7.57 499 | 4.27 456 | 12.56 428 | 6.42 469 | 28.68 510 | 29.56 519 | 21.11 524 | 35.69 580 | 15.85 415 | 18.42 573 | 20.44 571 | 11.00 502 | 3.03 625 | 2.63 645 | 7.09 655 | 3.97 644 | 3.58 603 | 2.27 580 |
|
| Selective-IGEV-i16pb |  | 12.56 537 | 1.79 407 | 18.70 577 | 6.40 432 | 2.14 321 | 35.66 649 | 11.00 568 | 31.78 558 | 35.44 579 | 14.65 368 | 26.95 467 | 19.68 484 | 11.09 434 | 15.94 496 | 13.10 516 | 2.24 609 | 1.00 612 | 0.49 532 | 0.95 595 | 1.14 528 | 1.06 523 |
|
| CRFU-Net |  | 12.56 537 | 2.89 508 | 11.77 479 | 8.18 517 | 5.80 555 | 24.84 592 | 10.46 565 | 24.56 460 | 13.12 316 | 30.06 613 | 29.37 492 | 29.09 563 | 19.64 582 | 19.96 556 | 18.53 564 | 0.82 559 | 0.48 564 | 0.27 495 | 0.15 418 | 0.53 436 | 0.68 472 |
|
| UNet |  | 12.64 539 | 2.02 447 | 13.36 503 | 6.85 466 | 7.76 609 | 25.31 601 | 4.74 407 | 34.10 590 | 28.19 513 | 20.03 501 | 31.07 526 | 27.02 558 | 17.36 559 | 20.18 562 | 13.87 527 | 0.06 330 | 0.05 200 | 0.27 495 | 0.01 197 | 0.23 263 | 0.39 401 |
|
| delet |  | 12.65 540 | 1.85 413 | 11.36 473 | 7.71 504 | 6.22 569 | 22.52 576 | 10.22 558 | 28.14 506 | 37.67 594 | 19.66 493 | 29.24 491 | 21.00 492 | 15.99 541 | 21.97 581 | 17.77 560 | 0.03 262 | 0.07 268 | 0.19 469 | 0.04 291 | 0.60 459 | 0.75 485 |
|
| HGLStereo |  | 12.72 541 | 2.66 499 | 12.34 488 | 9.93 565 | 7.55 603 | 16.16 512 | 7.45 507 | 31.48 555 | 27.01 503 | 20.01 499 | 35.31 579 | 26.98 557 | 18.90 578 | 17.87 527 | 18.90 567 | 0.33 458 | 0.16 431 | 0.07 363 | 0.05 319 | 0.48 411 | 0.70 478 |
|
| GEStereo_RVC |  | 12.81 542 | 2.49 489 | 13.64 512 | 9.68 557 | 4.97 498 | 18.16 541 | 11.30 574 | 31.26 551 | 47.47 639 | 19.84 496 | 26.97 468 | 19.03 472 | 13.19 483 | 20.14 561 | 14.86 537 | 0.83 561 | 0.51 573 | 0.10 405 | 0.13 403 | 0.54 439 | 0.99 516 |
|
| CSP-Net |  | 12.85 543 | 2.95 512 | 9.64 422 | 5.94 395 | 3.96 435 | 25.85 602 | 9.93 543 | 28.81 515 | 26.00 493 | 29.31 609 | 32.44 550 | 30.00 574 | 15.16 530 | 20.25 565 | 14.30 532 | 0.55 515 | 0.19 451 | 0.03 295 | 0.00 1 | 0.65 473 | 0.98 515 |
|
| SGM-Forest |  | 12.92 544 | 1.87 414 | 6.61 250 | 5.68 367 | 2.05 316 | 23.19 582 | 11.30 574 | 34.24 594 | 30.77 535 | 26.54 586 | 31.99 542 | 29.98 573 | 15.74 538 | 21.17 578 | 13.36 521 | 1.05 580 | 0.33 531 | 0.84 570 | 0.01 197 | 0.71 483 | 0.97 512 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| MMNet |  | 12.97 545 | 2.08 456 | 12.74 494 | 6.98 469 | 6.27 574 | 26.39 609 | 4.73 406 | 23.10 446 | 41.79 614 | 25.48 576 | 32.29 549 | 21.09 494 | 17.79 564 | 19.52 550 | 17.90 562 | 0.19 396 | 0.07 268 | 0.10 405 | 0.00 1 | 0.37 366 | 0.59 456 |
|
| STTStereo |  | 12.97 545 | 4.88 563 | 26.57 610 | 7.54 497 | 5.41 533 | 13.43 445 | 6.49 473 | 30.53 542 | 26.35 498 | 25.14 571 | 31.43 533 | 32.00 590 | 14.12 504 | 16.01 501 | 14.83 536 | 0.29 450 | 0.31 523 | 0.67 552 | 1.08 602 | 1.21 531 | 1.11 526 |
|
| TDLM |  | 12.98 547 | 3.78 538 | 9.77 431 | 10.75 589 | 4.94 496 | 16.10 508 | 14.08 604 | 35.05 602 | 31.87 544 | 22.36 538 | 26.51 464 | 26.09 549 | 14.97 527 | 24.73 601 | 13.11 517 | 1.05 580 | 0.05 200 | 1.21 593 | 0.27 492 | 1.83 559 | 1.00 518 |
|
| AANet_RVC |  | 13.16 548 | 5.34 571 | 10.83 465 | 8.20 519 | 4.44 473 | 14.13 461 | 9.46 536 | 28.78 514 | 37.67 594 | 23.44 553 | 37.47 594 | 23.48 519 | 15.83 540 | 22.39 585 | 16.63 551 | 1.67 597 | 0.86 603 | 0.24 488 | 0.02 239 | 0.63 467 | 1.60 553 |
|
| psm_up |  | 13.18 549 | 1.91 420 | 8.81 369 | 9.59 555 | 5.84 559 | 15.17 486 | 11.37 576 | 38.74 636 | 30.81 536 | 20.66 514 | 30.32 512 | 30.00 574 | 23.12 598 | 19.19 545 | 16.02 545 | 0.58 517 | 0.10 346 | 0.17 456 | 0.01 197 | 0.65 473 | 0.55 445 |
|
| xyz-stereo |  | 13.23 550 | 0.83 72 | 38.70 640 | 2.53 69 | 0.83 156 | 41.19 667 | 4.82 414 | 13.68 277 | 26.28 496 | 22.98 547 | 37.78 596 | 29.35 568 | 18.53 575 | 18.11 532 | 7.85 439 | 0.22 415 | 0.03 140 | 0.64 549 | 0.01 197 | 0.13 193 | 0.06 124 |
|
| ssnet_v2 |  | 13.23 550 | 2.43 483 | 11.25 470 | 7.34 484 | 2.92 382 | 23.05 581 | 12.95 592 | 35.93 612 | 32.92 561 | 21.23 527 | 25.38 446 | 28.81 562 | 15.22 531 | 22.57 586 | 19.81 573 | 0.18 392 | 0.08 306 | 0.19 469 | 0.05 319 | 1.24 534 | 1.06 523 |
|
| CVANet_RVC |  | 13.24 552 | 3.39 526 | 8.43 348 | 8.42 524 | 5.04 505 | 18.52 548 | 11.72 582 | 32.03 562 | 33.85 564 | 23.17 550 | 32.77 553 | 29.78 571 | 16.51 547 | 23.20 590 | 11.28 504 | 0.94 570 | 0.04 162 | 1.19 592 | 0.47 557 | 3.13 592 | 1.01 519 |
|
| FADNet-RVC |  | 13.27 553 | 11.57 633 | 39.71 641 | 7.94 510 | 4.50 479 | 15.41 490 | 6.95 493 | 27.96 501 | 22.98 455 | 20.37 508 | 30.73 518 | 26.86 554 | 11.31 442 | 20.50 573 | 14.28 531 | 0.14 373 | 0.14 413 | 0.13 434 | 0.18 428 | 2.83 583 | 0.86 500 |
|
| DLCB_ROB |  | 13.35 554 | 3.00 515 | 9.12 394 | 9.43 546 | 5.68 547 | 21.80 571 | 10.12 553 | 29.19 521 | 29.92 529 | 27.71 596 | 31.45 538 | 32.37 593 | 19.50 581 | 19.02 541 | 16.73 552 | 0.22 415 | 0.04 162 | 0.38 523 | 0.06 339 | 0.49 420 | 0.85 499 |
|
| StereoDRNet-Refined |  | 13.36 555 | 2.80 502 | 10.82 464 | 7.94 510 | 3.10 392 | 18.95 549 | 4.45 397 | 28.47 509 | 29.65 522 | 29.11 605 | 41.47 621 | 24.44 529 | 17.64 562 | 23.34 591 | 21.66 584 | 0.16 385 | 0.07 268 | 0.53 537 | 0.32 514 | 0.77 498 | 1.64 555 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| SACVNet |  | 13.38 556 | 4.08 546 | 11.41 475 | 11.67 606 | 5.79 554 | 17.28 530 | 9.39 534 | 32.77 575 | 22.29 445 | 28.11 599 | 33.35 563 | 32.48 594 | 21.86 593 | 19.75 552 | 10.28 491 | 1.00 576 | 0.48 564 | 0.85 571 | 0.29 499 | 1.31 540 | 3.08 594 |
|
| iinet-f |  | 13.51 557 | 4.29 549 | 45.90 655 | 6.01 403 | 3.96 435 | 21.00 563 | 13.40 598 | 27.40 498 | 21.12 429 | 21.11 524 | 30.72 517 | 21.49 497 | 16.96 553 | 15.33 473 | 19.50 571 | 0.12 366 | 0.42 546 | 0.09 386 | 0.05 319 | 0.89 510 | 0.39 401 |
|
| rvit_105_1 |  | 13.56 558 | 5.57 574 | 19.88 588 | 13.22 620 | 4.58 484 | 15.04 482 | 28.61 678 | 26.56 486 | 42.75 620 | 18.83 480 | 24.53 437 | 20.93 491 | 13.85 497 | 18.02 531 | 11.90 509 | 1.74 598 | 0.60 584 | 0.25 489 | 2.10 628 | 0.61 461 | 1.64 555 |
|
| CBMV |   | 13.69 559 | 3.63 532 | 8.02 327 | 5.93 394 | 2.69 362 | 22.57 577 | 12.44 589 | 29.81 531 | 31.57 542 | 31.20 619 | 33.79 570 | 31.04 581 | 17.41 560 | 25.28 604 | 14.11 530 | 0.71 537 | 0.60 584 | 0.60 545 | 0.11 395 | 1.11 525 | 1.13 529 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| PS-NSSS |  | 13.70 560 | 7.41 600 | 14.68 533 | 6.70 455 | 5.63 544 | 18.43 546 | 12.59 590 | 38.89 638 | 25.56 486 | 20.27 506 | 35.71 581 | 21.11 495 | 16.35 545 | 17.16 521 | 17.56 558 | 2.28 610 | 0.53 577 | 5.37 639 | 0.36 527 | 4.28 612 | 3.09 595 |
|
| FADNet |  | 14.18 561 | 10.92 627 | 37.56 637 | 7.79 507 | 6.64 579 | 17.48 534 | 6.91 490 | 34.73 600 | 34.03 565 | 18.85 481 | 27.02 469 | 28.26 560 | 14.24 508 | 17.77 526 | 10.09 486 | 0.41 485 | 0.67 591 | 0.37 521 | 0.37 531 | 8.13 641 | 1.34 539 |
|
| fast-acv-ft |  | 14.25 562 | 4.00 545 | 16.20 549 | 7.51 495 | 5.14 515 | 26.38 608 | 9.77 541 | 24.62 461 | 34.84 575 | 25.30 574 | 37.27 592 | 32.09 591 | 20.38 587 | 18.32 533 | 19.50 571 | 0.36 467 | 0.32 526 | 0.63 547 | 0.47 557 | 1.18 529 | 0.76 486 |
|
| DStereoRT |  | 14.31 563 | 2.30 478 | 10.03 447 | 10.45 579 | 5.01 504 | 18.36 543 | 6.38 467 | 27.11 492 | 26.47 499 | 15.77 401 | 24.40 435 | 10.48 318 | 14.62 519 | 17.08 520 | 9.45 476 | 1.32 591 | 0.51 573 | 57.89 698 | 25.93 687 | 0.56 450 | 2.01 569 |
|
| pmcnn |  | 14.59 564 | 3.68 535 | 19.78 587 | 6.83 464 | 4.51 480 | 21.27 567 | 14.67 610 | 27.37 496 | 30.54 532 | 27.09 593 | 40.19 613 | 38.71 631 | 18.53 575 | 17.70 525 | 19.27 568 | 0.84 562 | 0.09 325 | 0.00 1 | 0.00 1 | 0.48 411 | 0.31 374 |
|
| Anonymous_2 |  | 14.95 565 | 6.75 593 | 17.63 565 | 5.45 355 | 7.10 594 | 26.19 605 | 11.58 579 | 18.06 371 | 17.30 383 | 17.61 449 | 15.47 310 | 23.33 517 | 20.95 591 | 20.55 574 | 14.63 533 | 11.05 671 | 12.86 681 | 11.27 665 | 25.12 686 | 11.32 659 | 4.82 621 |
|
| z-ln-s-r |  | 14.97 566 | 6.05 578 | 40.55 644 | 5.39 352 | 5.41 533 | 13.95 458 | 13.34 597 | 21.84 429 | 36.75 589 | 18.86 482 | 43.90 639 | 23.71 524 | 16.41 546 | 22.64 588 | 28.99 639 | 0.02 224 | 0.02 100 | 0.00 1 | 0.00 1 | 1.04 520 | 0.48 430 |
|
| test_sample9 |  | 15.04 567 | 4.86 560 | 17.49 560 | 5.97 397 | 2.94 383 | 17.57 536 | 8.30 516 | 28.75 511 | 23.91 469 | 24.38 562 | 21.03 395 | 24.64 532 | 17.82 566 | 20.07 559 | 20.17 575 | 6.44 651 | 36.07 695 | 6.62 646 | 7.44 659 | 3.20 596 | 3.11 596 |
|
| NVstereo2D |  | 15.15 568 | 2.97 513 | 16.28 552 | 9.23 543 | 7.56 604 | 30.03 625 | 9.53 538 | 42.80 659 | 42.72 619 | 15.11 381 | 27.03 470 | 23.16 514 | 16.93 552 | 24.28 597 | 15.45 541 | 3.07 627 | 0.43 551 | 1.44 601 | 0.61 571 | 6.74 631 | 7.60 649 |
|
| TCMNet |  | 15.19 569 | 6.68 591 | 19.70 585 | 13.83 625 | 12.53 655 | 26.35 607 | 13.66 599 | 29.47 526 | 35.21 576 | 24.71 566 | 31.20 528 | 23.44 518 | 15.13 529 | 18.97 540 | 22.59 596 | 1.13 584 | 0.65 588 | 2.04 610 | 0.97 597 | 3.18 593 | 2.31 581 |
|
| Wz-Net-LNSev-Ref |  | 15.26 570 | 3.68 535 | 27.36 612 | 7.11 477 | 5.83 558 | 24.88 594 | 12.12 587 | 30.19 534 | 36.12 585 | 27.08 592 | 45.98 644 | 29.10 564 | 13.65 490 | 20.45 572 | 20.26 578 | 0.67 534 | 0.00 1 | 0.10 405 | 0.00 1 | 0.32 339 | 0.26 347 |
|
| StereoDRNet |  | 15.30 571 | 4.47 553 | 14.35 529 | 10.71 585 | 8.69 623 | 25.02 597 | 11.03 569 | 39.66 640 | 35.62 581 | 29.17 606 | 28.81 487 | 34.05 610 | 17.80 565 | 18.80 538 | 23.77 602 | 0.41 485 | 0.30 519 | 0.15 446 | 0.14 409 | 1.64 551 | 1.42 544 |
|
| FINET |  | 15.49 572 | 6.08 579 | 24.99 605 | 8.12 515 | 7.69 607 | 21.80 571 | 22.35 658 | 33.76 587 | 48.27 641 | 25.99 580 | 32.27 548 | 19.48 480 | 16.83 551 | 19.07 542 | 16.38 550 | 1.37 592 | 0.70 592 | 0.95 578 | 0.27 492 | 2.61 578 | 0.90 505 |
|
| DRN-Test |  | 15.88 573 | 3.83 541 | 14.70 534 | 9.96 567 | 8.02 616 | 28.93 622 | 14.65 609 | 42.34 654 | 38.25 599 | 28.18 600 | 34.31 575 | 29.22 566 | 18.35 572 | 20.01 557 | 22.68 597 | 0.37 470 | 0.41 542 | 0.46 529 | 0.28 495 | 1.28 536 | 1.34 539 |
|
| YMNet |  | 15.91 574 | 5.68 576 | 21.74 597 | 10.94 592 | 8.77 625 | 25.22 599 | 9.21 530 | 32.22 568 | 31.35 538 | 33.81 637 | 38.84 604 | 34.00 607 | 17.83 569 | 19.95 554 | 21.57 582 | 0.87 565 | 1.30 617 | 1.22 595 | 0.91 591 | 1.64 551 | 1.18 534 |
|
| YMNet_1 |  | 15.91 574 | 5.68 576 | 21.74 597 | 10.94 592 | 8.77 625 | 25.22 599 | 9.21 530 | 32.22 568 | 31.35 538 | 33.81 637 | 38.84 604 | 34.00 607 | 17.83 569 | 19.95 554 | 21.57 582 | 0.87 565 | 1.30 617 | 1.22 595 | 0.91 591 | 1.64 551 | 1.18 534 |
|
| SDNR |  | 16.15 576 | 5.23 569 | 28.92 616 | 5.73 375 | 6.05 566 | 56.85 687 | 3.26 345 | 23.18 447 | 29.73 523 | 20.62 512 | 36.48 585 | 13.59 383 | 16.97 554 | 18.43 534 | 13.44 522 | 10.56 666 | 13.84 683 | 3.10 630 | 0.44 552 | 7.80 637 | 8.81 656 |
|
| PA-Net |  | 16.29 577 | 6.88 595 | 27.34 611 | 9.88 564 | 11.12 644 | 21.77 570 | 28.15 677 | 32.06 563 | 39.49 600 | 19.99 498 | 27.91 476 | 23.50 520 | 20.59 588 | 20.25 565 | 24.04 605 | 0.24 431 | 2.26 641 | 0.22 481 | 4.59 648 | 1.13 527 | 4.48 617 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| DISCO |  | 16.36 578 | 1.88 416 | 16.15 548 | 7.78 506 | 4.19 451 | 26.92 612 | 10.21 557 | 30.31 539 | 44.26 629 | 21.35 529 | 33.91 573 | 35.80 620 | 22.40 595 | 35.65 648 | 33.87 650 | 0.18 392 | 0.08 306 | 0.04 317 | 0.04 291 | 1.71 555 | 0.54 443 |
|
| GwcNet |   | 16.48 579 | 5.23 569 | 20.03 590 | 10.24 576 | 8.48 620 | 28.79 619 | 10.09 551 | 38.60 634 | 44.51 630 | 23.29 552 | 36.95 590 | 31.29 584 | 19.79 585 | 20.42 570 | 25.70 618 | 0.54 513 | 0.72 593 | 0.57 542 | 0.39 537 | 1.37 543 | 2.64 585 |
|
| NaN_ROB |  | 16.51 580 | 6.51 588 | 16.22 550 | 10.53 583 | 4.64 487 | 31.76 635 | 17.78 640 | 37.00 623 | 43.37 624 | 29.68 611 | 31.29 529 | 32.67 599 | 20.32 586 | 28.00 620 | 16.06 546 | 0.38 471 | 0.41 542 | 0.32 513 | 0.41 541 | 0.87 508 | 1.94 566 |
|
| FAT-Stereo |  | 16.81 581 | 2.97 513 | 17.56 564 | 9.80 560 | 6.21 568 | 16.12 511 | 13.23 596 | 38.18 633 | 39.67 603 | 27.00 590 | 39.73 611 | 37.55 627 | 31.30 643 | 20.39 569 | 21.52 581 | 3.44 629 | 2.05 634 | 0.81 568 | 1.10 603 | 1.89 562 | 5.72 626 |
|
| S-Stereo |  | 16.85 582 | 3.95 544 | 20.67 593 | 12.08 612 | 8.91 629 | 21.68 569 | 12.61 591 | 32.20 567 | 44.61 631 | 22.37 539 | 38.42 602 | 29.15 565 | 28.02 627 | 18.58 536 | 22.36 595 | 2.88 623 | 3.11 654 | 0.87 575 | 1.82 622 | 3.58 603 | 9.08 658 |
|
| DANet |  | 16.85 582 | 8.00 604 | 26.04 609 | 14.56 634 | 7.25 597 | 20.59 561 | 5.37 422 | 26.22 482 | 26.02 495 | 32.17 627 | 36.00 583 | 37.20 625 | 29.77 635 | 30.75 628 | 24.62 610 | 1.14 586 | 1.34 619 | 2.21 615 | 0.51 562 | 3.18 593 | 4.07 611 |
| 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 |  | 16.87 584 | 16.27 650 | 17.93 571 | 11.24 600 | 6.69 582 | 28.95 623 | 10.44 560 | 41.23 651 | 21.49 434 | 29.68 611 | 34.27 574 | 32.48 594 | 11.00 431 | 20.05 558 | 15.09 539 | 8.22 658 | 2.59 644 | 12.23 666 | 0.75 582 | 10.40 652 | 6.34 633 |
|
| PSMNet_ROB |  | 16.90 585 | 5.45 572 | 14.16 522 | 13.77 623 | 7.25 597 | 27.65 615 | 32.74 684 | 43.21 662 | 37.88 597 | 24.00 556 | 32.97 558 | 34.55 614 | 16.69 548 | 17.41 522 | 23.96 604 | 0.38 471 | 0.22 475 | 0.93 577 | 2.05 626 | 1.83 559 | 0.96 511 |
|
| GANet |  | 16.92 586 | 4.32 551 | 12.46 490 | 10.84 591 | 4.24 453 | 23.04 580 | 15.36 622 | 39.91 643 | 34.47 571 | 32.42 628 | 45.10 643 | 40.04 640 | 27.54 622 | 23.61 594 | 20.20 577 | 1.02 579 | 0.08 306 | 0.67 552 | 0.22 454 | 1.87 561 | 0.97 512 |
|
| Syn2CoEx |  | 17.03 587 | 10.40 621 | 25.65 608 | 20.35 653 | 8.02 616 | 26.28 606 | 11.27 573 | 37.16 625 | 32.69 559 | 28.89 603 | 40.17 612 | 29.27 567 | 26.63 617 | 19.19 545 | 17.63 559 | 0.98 574 | 0.54 578 | 1.23 597 | 0.23 463 | 1.82 558 | 2.24 579 |
|
| test_sample8 |  | 17.19 588 | 4.86 560 | 17.49 560 | 5.97 397 | 2.94 383 | 17.57 536 | 8.30 516 | 31.87 559 | 18.55 402 | 33.54 634 | 26.00 452 | 40.64 643 | 32.90 648 | 20.07 559 | 20.17 575 | 6.44 651 | 36.07 695 | 6.62 646 | 7.44 659 | 3.20 596 | 3.11 596 |
|
| NCCL2 |  | 17.23 589 | 6.37 587 | 14.30 528 | 23.45 666 | 7.18 596 | 24.16 586 | 17.05 635 | 34.39 596 | 25.88 489 | 31.55 621 | 38.01 598 | 42.09 650 | 26.81 618 | 20.94 577 | 22.69 598 | 0.45 494 | 0.23 483 | 2.63 623 | 1.80 621 | 2.02 568 | 2.57 583 |
|
| GASNet |  | 17.30 590 | 19.38 658 | 30.46 625 | 20.66 655 | 9.36 633 | 16.06 506 | 9.06 528 | 43.89 666 | 40.04 606 | 25.35 575 | 23.73 428 | 32.90 600 | 15.37 535 | 28.91 622 | 17.05 553 | 3.04 626 | 0.27 510 | 1.88 608 | 0.45 555 | 6.73 630 | 1.37 541 |
|
| ADCRef |  | 17.30 590 | 6.73 592 | 42.01 650 | 10.11 570 | 8.78 627 | 26.61 610 | 10.45 561 | 31.29 553 | 32.75 560 | 31.19 618 | 41.62 624 | 18.47 465 | 19.78 584 | 24.29 598 | 34.06 652 | 0.76 546 | 0.42 546 | 2.16 613 | 1.79 620 | 1.23 533 | 1.56 552 |
|
| XPNet_ROB |  | 17.33 592 | 4.84 558 | 15.44 539 | 11.15 597 | 6.64 579 | 20.88 562 | 16.10 625 | 36.26 615 | 39.54 601 | 31.80 625 | 41.32 619 | 41.30 647 | 23.91 602 | 24.67 599 | 27.40 626 | 1.07 583 | 0.74 595 | 0.79 561 | 0.25 479 | 1.10 524 | 1.31 538 |
|
| w-ln-seven-2 |  | 17.58 593 | 7.62 601 | 41.78 648 | 11.29 602 | 6.55 578 | 23.49 583 | 14.08 604 | 29.64 529 | 39.85 605 | 28.44 602 | 42.38 627 | 30.45 578 | 27.66 624 | 22.16 583 | 22.15 591 | 0.44 492 | 0.49 567 | 0.65 550 | 0.17 426 | 1.58 547 | 0.81 491 |
|
| RP |  | 17.58 593 | 4.92 564 | 15.27 538 | 15.44 640 | 11.95 652 | 21.05 564 | 11.75 583 | 27.64 499 | 45.09 634 | 22.99 548 | 42.05 626 | 39.39 636 | 27.74 625 | 25.54 605 | 22.33 594 | 5.45 644 | 0.59 583 | 4.33 635 | 1.62 619 | 3.53 602 | 2.86 591 |
|
| SuperB |  | 17.60 595 | 6.22 586 | 56.40 677 | 7.91 509 | 5.07 507 | 19.70 555 | 9.03 526 | 24.87 463 | 50.15 653 | 26.25 585 | 39.13 606 | 17.61 450 | 20.84 590 | 22.28 584 | 25.31 614 | 0.70 535 | 0.31 523 | 1.10 587 | 0.71 579 | 16.58 673 | 1.86 561 |
|
| ETE_ROB |  | 17.67 596 | 9.48 612 | 17.66 566 | 13.60 621 | 4.57 483 | 23.03 579 | 21.09 653 | 32.49 571 | 35.24 577 | 30.49 615 | 38.06 599 | 46.18 663 | 24.49 605 | 26.40 610 | 24.21 607 | 0.46 499 | 0.24 494 | 1.14 588 | 0.84 585 | 1.52 546 | 2.13 573 |
|
| APVNet |  | 17.75 597 | 5.46 573 | 20.35 592 | 12.31 614 | 8.40 619 | 30.16 627 | 24.10 667 | 41.14 650 | 30.12 530 | 25.08 570 | 41.09 617 | 31.24 582 | 23.12 598 | 27.07 613 | 27.86 632 | 0.34 462 | 0.56 581 | 3.02 628 | 0.52 563 | 1.68 554 | 1.45 546 |
|
| PWCDC_ROB |   | 17.80 598 | 9.62 613 | 18.38 575 | 17.95 647 | 7.74 608 | 24.61 591 | 5.56 434 | 34.41 597 | 52.79 658 | 29.66 610 | 50.20 659 | 20.63 488 | 19.69 583 | 29.85 627 | 20.87 579 | 6.18 648 | 0.26 506 | 0.10 405 | 0.05 319 | 5.36 624 | 2.00 568 |
|
| MDST_ROB |  | 17.92 599 | 1.60 336 | 13.68 514 | 13.88 627 | 6.44 576 | 43.05 669 | 14.86 612 | 42.74 658 | 41.66 612 | 43.25 663 | 42.85 631 | 28.43 561 | 17.28 558 | 29.35 624 | 16.06 546 | 0.88 568 | 0.11 367 | 0.63 547 | 0.47 557 | 0.50 425 | 0.64 467 |
|
| Nwc_Net |  | 17.98 600 | 4.67 556 | 17.79 570 | 14.26 630 | 11.65 650 | 25.14 598 | 14.88 613 | 40.85 647 | 39.83 604 | 21.07 523 | 43.24 633 | 34.50 613 | 27.64 623 | 26.44 612 | 25.03 611 | 3.22 628 | 0.18 444 | 2.52 622 | 3.18 635 | 1.98 564 | 1.51 549 |
|
| ADCP+ |  | 18.16 601 | 4.61 555 | 32.94 628 | 9.31 544 | 10.23 638 | 28.87 620 | 11.69 581 | 33.43 583 | 36.49 587 | 29.28 608 | 40.49 614 | 24.18 528 | 24.61 608 | 33.89 637 | 35.33 654 | 0.25 437 | 0.40 541 | 2.00 609 | 1.17 607 | 2.16 571 | 1.87 563 |
|
| Wz-Net-LNSev |  | 18.19 602 | 10.57 623 | 41.33 646 | 10.19 573 | 7.94 614 | 24.29 587 | 15.28 620 | 34.15 591 | 43.38 625 | 32.90 631 | 43.72 637 | 31.94 589 | 22.21 594 | 20.81 576 | 22.26 592 | 0.47 500 | 0.22 475 | 0.00 1 | 0.02 239 | 1.22 532 | 0.94 510 |
|
| PWC_ROB |   | 18.37 603 | 10.55 622 | 25.19 606 | 10.21 574 | 6.29 575 | 23.75 584 | 4.79 410 | 35.93 612 | 48.75 645 | 32.56 629 | 44.46 642 | 34.68 615 | 24.78 610 | 30.99 629 | 25.72 619 | 1.38 594 | 0.08 306 | 1.57 603 | 0.26 485 | 2.18 572 | 3.17 601 |
|
| AF-Net |  | 18.38 604 | 5.60 575 | 14.21 524 | 15.95 641 | 10.78 641 | 22.26 573 | 10.45 561 | 35.39 606 | 50.22 654 | 24.71 566 | 37.77 595 | 41.55 648 | 29.24 633 | 29.11 623 | 26.67 620 | 4.35 639 | 0.06 239 | 4.56 637 | 0.90 588 | 2.42 573 | 1.38 542 |
|
| stereogan |  | 18.62 605 | 3.07 517 | 16.31 553 | 13.04 618 | 9.99 636 | 35.74 650 | 9.09 529 | 38.17 632 | 45.27 635 | 24.39 565 | 41.24 618 | 39.93 638 | 25.46 614 | 31.29 631 | 24.33 609 | 1.80 601 | 0.91 609 | 2.71 625 | 0.75 582 | 5.15 622 | 3.70 602 |
|
| edge stereo |  | 18.75 606 | 5.12 565 | 17.66 566 | 10.77 590 | 7.84 612 | 22.41 575 | 11.03 569 | 35.23 605 | 42.07 618 | 34.62 639 | 42.74 629 | 41.28 646 | 35.50 654 | 25.14 603 | 24.17 606 | 2.42 616 | 2.42 643 | 6.35 645 | 1.45 615 | 2.89 586 | 3.80 603 |
|
| RYNet |  | 18.92 607 | 4.69 557 | 16.88 557 | 10.99 594 | 15.84 665 | 46.72 672 | 16.57 631 | 37.84 629 | 48.03 640 | 26.92 588 | 26.48 462 | 37.84 630 | 24.92 612 | 19.80 553 | 31.04 645 | 0.25 437 | 0.25 502 | 0.62 546 | 0.03 266 | 6.34 629 | 6.39 634 |
|
| Wz-Net-MNSev |  | 18.98 608 | 6.53 589 | 33.16 630 | 10.15 572 | 7.26 599 | 38.37 660 | 16.45 629 | 34.19 593 | 43.20 623 | 30.65 616 | 40.76 615 | 40.51 642 | 19.24 580 | 27.56 615 | 28.06 637 | 0.81 558 | 0.26 506 | 0.05 328 | 0.10 385 | 1.45 545 | 0.84 496 |
|
| LALA_ROB |  | 19.19 609 | 7.15 598 | 15.93 547 | 12.96 617 | 5.30 528 | 28.30 618 | 23.21 665 | 42.51 655 | 36.69 588 | 33.45 633 | 40.81 616 | 50.96 675 | 24.53 606 | 27.92 617 | 25.66 617 | 0.60 522 | 0.44 553 | 2.04 610 | 1.22 609 | 2.54 577 | 1.47 547 |
|
| aanetorigin |  | 19.21 610 | 12.59 635 | 53.50 664 | 9.67 556 | 7.83 611 | 11.85 413 | 13.87 602 | 17.05 347 | 34.15 568 | 49.18 673 | 48.89 655 | 34.05 610 | 30.22 637 | 22.86 589 | 28.00 636 | 1.01 578 | 0.75 597 | 0.67 552 | 0.89 587 | 3.07 589 | 4.14 612 |
|
| SGM_RVC |   | 19.52 611 | 2.12 463 | 6.79 263 | 6.59 445 | 1.33 230 | 38.20 659 | 15.74 623 | 38.13 631 | 34.07 566 | 45.71 668 | 41.91 625 | 51.41 676 | 38.10 661 | 38.77 664 | 27.80 631 | 0.61 526 | 0.36 536 | 0.51 535 | 0.33 519 | 1.03 519 | 0.90 505 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| RTSC |  | 19.64 612 | 9.36 609 | 31.06 626 | 10.99 594 | 6.24 572 | 28.10 617 | 10.14 555 | 37.50 628 | 58.34 681 | 31.74 623 | 36.70 587 | 32.50 596 | 21.03 592 | 36.00 653 | 37.24 664 | 1.23 589 | 0.44 553 | 0.12 422 | 0.31 511 | 1.98 564 | 1.69 558 |
|
| NCC-stereo |  | 19.75 613 | 6.08 579 | 23.96 601 | 15.05 636 | 16.17 666 | 18.42 544 | 21.45 654 | 43.31 664 | 41.00 610 | 24.30 560 | 38.12 600 | 34.98 616 | 26.92 619 | 35.46 645 | 25.65 615 | 4.29 637 | 2.07 636 | 3.24 631 | 8.90 669 | 2.86 584 | 2.86 591 |
|
| Abc-Net |  | 19.75 613 | 6.08 579 | 23.96 601 | 15.05 636 | 16.17 666 | 18.42 544 | 21.45 654 | 43.31 664 | 41.00 610 | 24.30 560 | 38.12 600 | 34.98 616 | 26.92 619 | 35.46 645 | 25.65 615 | 4.29 637 | 2.07 636 | 3.24 631 | 8.90 669 | 2.86 584 | 2.86 591 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| DGSMNet |  | 19.79 615 | 12.06 634 | 33.43 631 | 13.79 624 | 16.23 668 | 22.97 578 | 15.88 624 | 35.41 607 | 41.96 616 | 19.90 497 | 32.16 547 | 35.60 619 | 18.14 571 | 29.48 626 | 23.10 599 | 3.85 633 | 3.89 665 | 6.16 644 | 4.75 649 | 13.56 663 | 13.44 672 |
|
| RGC |  | 19.90 616 | 13.26 638 | 20.24 591 | 18.19 648 | 14.06 661 | 21.21 565 | 14.33 606 | 34.97 601 | 43.60 627 | 27.73 597 | 41.49 622 | 39.76 637 | 27.98 626 | 34.52 640 | 21.37 580 | 3.66 632 | 0.54 578 | 8.67 658 | 4.16 646 | 4.19 610 | 4.02 609 |
|
| DeepPrunerF |  | 19.92 617 | 11.02 630 | 44.29 651 | 20.74 656 | 17.75 670 | 19.19 551 | 22.57 659 | 36.86 622 | 49.93 649 | 25.48 576 | 36.62 586 | 24.69 535 | 23.97 603 | 23.44 592 | 21.79 585 | 2.68 621 | 1.63 629 | 5.70 641 | 3.95 643 | 3.38 601 | 2.67 586 |
|
| WCMA_ROB |  | 20.02 618 | 4.30 550 | 19.72 586 | 9.47 551 | 7.00 592 | 32.71 641 | 13.99 603 | 31.97 561 | 32.48 556 | 41.51 658 | 52.00 664 | 44.09 654 | 36.14 656 | 32.43 633 | 24.29 608 | 6.19 649 | 2.79 650 | 1.09 586 | 1.10 603 | 3.95 607 | 3.13 599 |
|
| MSAF-DinoV2 |  | 20.61 619 | 7.35 599 | 24.41 603 | 11.43 605 | 4.88 493 | 30.12 626 | 16.70 632 | 39.67 641 | 54.27 662 | 22.75 544 | 32.01 543 | 48.05 669 | 30.44 639 | 37.52 658 | 40.45 672 | 0.72 539 | 0.50 569 | 0.44 526 | 1.23 610 | 4.64 614 | 4.54 618 |
|
| psmorigin |  | 20.95 620 | 10.24 620 | 35.84 633 | 9.75 558 | 7.05 593 | 24.59 590 | 10.11 552 | 32.85 577 | 32.17 552 | 43.09 661 | 54.57 674 | 42.79 651 | 36.62 657 | 35.99 652 | 27.41 627 | 1.58 596 | 2.72 648 | 0.79 561 | 1.05 600 | 3.26 599 | 6.50 635 |
|
| SANet |  | 20.96 621 | 6.60 590 | 29.81 620 | 8.83 531 | 3.19 395 | 31.27 634 | 20.56 651 | 41.86 653 | 56.09 673 | 39.30 653 | 43.62 635 | 44.95 656 | 31.93 645 | 27.83 616 | 23.67 601 | 0.94 570 | 0.52 576 | 0.99 580 | 0.42 545 | 4.72 616 | 2.03 570 |
|
| FBW_ROB |  | 21.00 622 | 10.23 619 | 22.72 599 | 13.71 622 | 6.77 584 | 30.49 632 | 16.46 630 | 44.58 667 | 43.57 626 | 44.25 666 | 39.59 609 | 43.27 653 | 26.12 616 | 33.96 638 | 21.80 586 | 2.58 620 | 1.84 632 | 7.14 656 | 2.78 633 | 4.00 608 | 4.06 610 |
|
| w-ln-seven |  | 21.04 623 | 9.30 607 | 55.15 675 | 11.32 603 | 9.98 635 | 30.27 628 | 18.05 642 | 37.06 624 | 55.12 669 | 36.70 645 | 43.26 634 | 33.73 606 | 22.90 596 | 22.63 587 | 29.52 640 | 0.39 480 | 0.18 444 | 0.85 571 | 0.16 421 | 2.75 581 | 1.47 547 |
|
| z-mn7 |  | 21.05 624 | 9.91 615 | 45.96 656 | 11.27 601 | 5.23 518 | 33.41 643 | 15.27 619 | 35.65 609 | 57.07 677 | 26.62 587 | 53.08 666 | 32.21 592 | 24.80 611 | 35.65 648 | 30.93 644 | 0.49 503 | 0.25 502 | 0.55 539 | 0.11 395 | 1.62 549 | 0.90 505 |
|
| SQANet |  | 21.24 625 | 24.08 669 | 19.60 584 | 26.40 671 | 18.74 672 | 30.87 633 | 9.24 532 | 32.70 574 | 29.58 521 | 25.25 572 | 33.37 564 | 33.47 604 | 19.19 579 | 28.11 621 | 18.32 563 | 10.87 667 | 2.92 652 | 26.49 683 | 5.65 654 | 18.43 677 | 11.48 667 |
|
| G-Net |  | 21.25 626 | 8.24 605 | 37.97 639 | 15.14 639 | 9.26 632 | 50.87 678 | 16.80 634 | 27.96 501 | 30.54 532 | 38.92 650 | 42.93 632 | 33.27 601 | 32.17 646 | 27.99 619 | 25.25 613 | 4.40 640 | 3.83 662 | 3.60 634 | 0.97 597 | 7.91 640 | 6.95 641 |
|
| SHD |  | 21.32 627 | 10.03 616 | 30.16 623 | 14.30 631 | 8.68 622 | 24.15 585 | 8.93 524 | 40.82 646 | 61.17 686 | 35.79 642 | 44.15 640 | 38.73 632 | 30.20 636 | 33.88 636 | 31.09 646 | 2.00 605 | 0.81 600 | 1.17 589 | 1.55 616 | 4.08 609 | 4.78 620 |
|
| MultiAttention |  | 21.34 628 | 1.48 284 | 14.65 532 | 12.08 612 | 4.10 448 | 63.05 696 | 95.71 725 | 42.52 656 | 41.89 615 | 15.33 391 | 30.20 511 | 28.14 559 | 7.73 358 | 44.07 675 | 13.67 524 | 0.84 562 | 0.27 510 | 1.06 582 | 1.58 618 | 4.47 613 | 3.88 607 |
|
| CSAN |  | 21.34 628 | 9.45 611 | 23.34 600 | 20.99 658 | 4.95 497 | 32.57 639 | 34.26 685 | 38.83 637 | 49.95 651 | 36.97 647 | 39.72 610 | 44.97 657 | 31.73 644 | 26.05 607 | 23.94 603 | 1.52 595 | 0.47 562 | 0.85 571 | 1.43 614 | 2.73 580 | 2.14 576 |
|
| UDG |  | 21.45 630 | 14.84 644 | 14.44 530 | 21.30 661 | 20.08 674 | 32.05 638 | 13.76 600 | 35.98 614 | 35.52 580 | 25.93 579 | 30.69 516 | 37.26 626 | 30.66 640 | 21.97 581 | 19.89 574 | 10.88 669 | 5.55 670 | 22.78 678 | 7.65 662 | 14.83 669 | 13.05 671 |
|
| ADCL |  | 21.64 631 | 6.20 583 | 47.32 658 | 9.93 565 | 6.91 591 | 38.69 663 | 19.97 649 | 31.26 551 | 54.04 660 | 27.89 598 | 47.97 652 | 31.35 585 | 30.66 640 | 33.18 635 | 36.62 659 | 0.99 575 | 0.92 610 | 2.63 623 | 1.82 622 | 2.45 574 | 2.13 573 |
|
| ADCPNet |  | 21.93 632 | 9.38 610 | 57.92 679 | 11.76 608 | 6.88 589 | 36.03 651 | 18.44 644 | 32.80 576 | 35.93 582 | 32.91 632 | 43.80 638 | 39.21 635 | 26.99 621 | 31.14 630 | 36.94 661 | 2.05 606 | 2.67 647 | 2.30 617 | 3.45 639 | 4.22 611 | 3.82 604 |
|
| zh-mn7 |  | 21.99 633 | 13.21 637 | 53.55 667 | 10.73 587 | 5.68 547 | 27.38 614 | 14.94 614 | 34.53 599 | 56.55 675 | 40.02 654 | 57.13 678 | 31.28 583 | 23.73 601 | 35.83 650 | 30.28 642 | 0.95 572 | 0.44 553 | 0.22 481 | 0.19 441 | 1.26 535 | 1.86 561 |
|
| CC-Net-ROB |  | 22.04 634 | 22.91 666 | 28.86 615 | 14.05 628 | 8.73 624 | 33.79 644 | 15.26 618 | 46.84 671 | 36.06 584 | 33.72 635 | 32.10 545 | 35.47 618 | 24.02 604 | 23.57 593 | 27.88 633 | 8.95 661 | 2.95 653 | 24.94 680 | 3.68 640 | 12.41 661 | 4.62 619 |
|
| MeshStereo |   | 22.27 635 | 6.87 594 | 11.15 469 | 7.69 501 | 4.87 492 | 37.70 657 | 13.06 594 | 41.64 652 | 36.95 590 | 50.92 676 | 53.41 669 | 58.12 681 | 41.93 673 | 37.73 660 | 27.62 630 | 2.52 619 | 2.37 642 | 2.99 627 | 2.07 627 | 3.09 590 | 2.60 584 |
| 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 |  | 22.66 636 | 19.69 660 | 14.64 531 | 24.11 667 | 22.38 678 | 24.84 592 | 17.71 639 | 30.36 540 | 30.32 531 | 29.02 604 | 37.31 593 | 37.63 628 | 24.66 609 | 24.67 599 | 17.08 554 | 18.42 678 | 7.92 678 | 26.43 682 | 11.81 677 | 17.23 674 | 16.95 678 |
|
| Wz-Net-SNSev |  | 22.67 637 | 16.94 652 | 45.69 654 | 13.85 626 | 8.52 621 | 28.89 621 | 27.06 674 | 39.39 639 | 55.04 667 | 31.77 624 | 53.23 667 | 39.18 634 | 23.41 600 | 26.40 610 | 36.25 657 | 0.78 549 | 0.21 465 | 1.21 593 | 0.90 588 | 3.03 588 | 1.62 554 |
|
| ADCMid |  | 22.76 638 | 10.75 625 | 41.73 647 | 11.23 599 | 7.97 615 | 27.26 613 | 19.18 648 | 35.44 608 | 38.02 598 | 40.23 655 | 46.38 647 | 36.56 623 | 42.70 674 | 38.20 662 | 40.75 673 | 1.77 599 | 1.43 623 | 3.05 629 | 3.81 642 | 4.96 618 | 3.82 604 |
|
| MSMD_ROB |  | 22.90 639 | 9.64 614 | 14.76 535 | 17.46 646 | 9.88 634 | 34.94 646 | 18.83 645 | 33.67 586 | 37.47 591 | 40.97 657 | 59.80 682 | 45.93 661 | 38.34 663 | 31.74 632 | 23.24 600 | 6.22 650 | 3.58 659 | 8.78 659 | 11.03 675 | 6.76 632 | 5.06 624 |
|
| LE_ROB |  | 22.93 640 | 3.07 517 | 14.02 519 | 7.70 502 | 2.86 374 | 31.99 637 | 17.35 637 | 28.10 505 | 67.19 698 | 70.51 700 | 55.61 677 | 49.07 670 | 47.62 680 | 24.76 602 | 36.49 658 | 0.35 465 | 0.20 457 | 0.27 495 | 0.55 567 | 0.48 411 | 0.44 418 |
|
| zh-sn7 |  | 23.03 641 | 15.48 646 | 50.25 660 | 14.08 629 | 7.77 610 | 26.71 611 | 23.32 666 | 36.59 618 | 48.43 643 | 33.80 636 | 51.71 662 | 33.34 603 | 33.77 650 | 39.91 668 | 37.07 662 | 0.60 522 | 0.86 603 | 0.54 538 | 0.35 524 | 3.18 593 | 2.85 589 |
|
| DStereoO |  | 23.30 642 | 15.58 647 | 13.92 516 | 14.76 635 | 8.35 618 | 16.44 520 | 16.19 627 | 33.98 588 | 39.60 602 | 30.48 614 | 28.08 478 | 31.65 588 | 32.30 647 | 41.39 671 | 27.39 625 | 48.20 697 | 3.83 662 | 28.72 684 | 3.33 638 | 25.98 684 | 5.78 627 |
|
| AnyNet_C32 |  | 23.37 643 | 13.28 639 | 40.29 643 | 12.36 615 | 11.44 647 | 30.39 629 | 29.15 679 | 31.36 554 | 44.90 633 | 35.36 640 | 48.86 653 | 33.61 605 | 34.20 651 | 43.15 674 | 41.62 679 | 1.27 590 | 1.35 620 | 1.18 591 | 2.58 631 | 4.77 617 | 6.27 632 |
|
| SGM-ForestM |  | 23.72 644 | 2.44 484 | 9.13 396 | 7.43 490 | 2.25 331 | 44.80 671 | 19.11 647 | 44.90 668 | 49.97 652 | 50.74 675 | 51.18 660 | 62.06 689 | 45.83 678 | 44.96 676 | 33.88 651 | 1.00 576 | 0.84 602 | 0.78 559 | 0.62 572 | 1.29 537 | 1.11 526 |
|
| MFN_U_SF_DS_RVC |  | 23.92 645 | 13.60 640 | 30.09 622 | 25.46 669 | 10.02 637 | 38.51 661 | 20.40 650 | 35.77 611 | 43.76 628 | 42.15 659 | 47.10 651 | 39.99 639 | 28.20 629 | 35.96 651 | 27.06 623 | 3.64 631 | 3.85 664 | 6.66 649 | 16.30 683 | 4.97 619 | 4.98 623 |
|
| ccnet |  | 24.02 646 | 16.16 649 | 21.70 596 | 11.83 610 | 17.75 670 | 37.87 658 | 16.18 626 | 45.46 670 | 31.93 548 | 36.99 648 | 46.46 650 | 38.76 633 | 29.52 634 | 37.55 659 | 40.93 676 | 9.20 662 | 6.29 672 | 9.63 661 | 7.71 664 | 11.19 656 | 7.21 646 |
|
| PSMNet-RUCA |  | 24.03 647 | 26.83 672 | 40.96 645 | 35.46 679 | 34.27 685 | 16.24 517 | 9.79 542 | 39.82 642 | 31.45 540 | 31.49 620 | 41.54 623 | 36.82 624 | 26.02 615 | 27.92 617 | 15.09 539 | 11.51 673 | 2.06 635 | 20.58 675 | 8.10 667 | 15.83 671 | 8.74 655 |
|
| XQC |  | 24.10 648 | 16.76 651 | 50.68 661 | 21.37 662 | 11.01 643 | 35.24 648 | 18.84 646 | 37.28 627 | 55.11 668 | 31.64 622 | 30.06 510 | 37.71 629 | 30.31 638 | 37.17 656 | 39.66 669 | 4.20 636 | 0.41 542 | 2.76 626 | 1.89 624 | 11.46 660 | 8.42 654 |
|
| FC-DCNN |   | 24.37 649 | 10.99 629 | 19.02 579 | 18.44 649 | 9.16 630 | 36.98 654 | 23.07 663 | 40.44 644 | 43.05 622 | 46.25 670 | 53.58 671 | 50.44 672 | 37.86 660 | 35.45 644 | 27.57 629 | 6.87 655 | 3.37 655 | 6.01 642 | 4.88 650 | 7.86 639 | 6.05 629 |
|
| DPSNet |  | 24.40 650 | 6.97 597 | 33.14 629 | 11.16 598 | 6.54 577 | 53.33 681 | 43.32 693 | 51.28 683 | 59.37 684 | 30.89 617 | 39.36 607 | 40.35 641 | 34.30 652 | 32.57 634 | 25.09 612 | 4.65 642 | 1.62 628 | 0.37 521 | 0.66 575 | 8.51 645 | 4.44 616 |
|
| FC-DCNN v2 |   | 24.44 651 | 10.97 628 | 18.53 576 | 18.49 650 | 9.18 631 | 37.41 656 | 23.03 662 | 40.91 648 | 43.02 621 | 46.46 671 | 54.06 672 | 50.67 673 | 38.26 662 | 35.41 643 | 27.52 628 | 6.85 654 | 3.38 656 | 6.03 643 | 4.89 651 | 7.82 638 | 5.94 628 |
|
| PDISCO_ROB |  | 24.45 652 | 9.24 606 | 29.28 618 | 28.68 674 | 19.96 673 | 37.14 655 | 15.33 621 | 45.04 669 | 54.69 664 | 29.24 607 | 42.67 628 | 46.07 662 | 28.17 628 | 35.35 642 | 30.30 643 | 9.92 664 | 2.13 638 | 6.90 650 | 3.20 636 | 8.74 646 | 6.87 640 |
|
| Wz-Net-TNSev |  | 25.12 653 | 20.16 661 | 57.98 680 | 9.56 553 | 7.42 602 | 42.73 668 | 22.27 657 | 35.14 603 | 53.46 659 | 35.97 644 | 42.74 629 | 45.83 659 | 39.87 667 | 36.56 654 | 34.73 653 | 1.82 602 | 1.51 626 | 0.76 558 | 1.34 613 | 5.84 628 | 6.80 638 |
|
| EDNetEfficient |  | 25.16 654 | 22.23 665 | 77.22 705 | 9.09 538 | 7.38 600 | 19.38 552 | 16.78 633 | 21.41 423 | 55.74 672 | 61.52 691 | 53.51 670 | 36.22 621 | 40.65 671 | 24.22 596 | 38.27 666 | 0.62 529 | 0.74 595 | 0.86 574 | 2.60 632 | 7.70 636 | 7.09 643 |
|
| WZ-Net |  | 25.17 655 | 12.95 636 | 63.02 684 | 15.13 638 | 10.42 640 | 38.51 661 | 27.42 676 | 40.46 645 | 54.17 661 | 28.32 601 | 52.95 665 | 40.81 644 | 28.36 630 | 37.07 655 | 41.35 678 | 1.21 588 | 0.21 465 | 0.73 556 | 0.94 594 | 5.42 626 | 3.87 606 |
|
| AANet |  | 25.23 656 | 25.90 671 | 70.86 698 | 8.25 521 | 6.82 586 | 24.45 588 | 10.96 567 | 32.18 564 | 56.29 674 | 56.40 682 | 51.41 661 | 47.70 667 | 40.20 668 | 25.76 606 | 35.38 655 | 2.68 621 | 0.32 526 | 0.99 580 | 0.43 548 | 3.80 606 | 3.92 608 |
|
| GANetREF_RVC |   | 25.41 657 | 29.28 674 | 24.63 604 | 25.18 668 | 6.04 565 | 30.44 630 | 35.39 688 | 47.84 674 | 50.60 655 | 36.88 646 | 36.04 584 | 34.11 612 | 31.23 642 | 37.46 657 | 27.96 635 | 8.58 659 | 2.66 646 | 16.29 671 | 4.95 652 | 14.37 668 | 8.32 653 |
| 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 |  | 25.59 658 | 14.91 645 | 18.83 578 | 28.55 673 | 15.68 664 | 39.29 664 | 18.16 643 | 42.83 661 | 41.69 613 | 44.43 667 | 51.94 663 | 50.82 674 | 39.22 666 | 34.59 641 | 27.29 624 | 6.05 647 | 3.63 660 | 7.01 653 | 6.41 655 | 10.35 651 | 10.17 665 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| DStereoSA |  | 26.02 659 | 16.00 648 | 36.80 636 | 23.05 665 | 13.50 657 | 27.80 616 | 20.87 652 | 49.24 678 | 58.93 682 | 26.92 588 | 36.89 588 | 29.48 569 | 37.74 659 | 38.81 665 | 26.96 621 | 7.13 656 | 7.34 677 | 15.03 669 | 11.26 676 | 21.25 679 | 15.34 674 |
|
| ADCS |  | 26.20 660 | 13.71 641 | 46.90 657 | 14.51 633 | 10.34 639 | 30.46 631 | 22.72 661 | 42.81 660 | 57.61 680 | 42.58 660 | 49.37 657 | 41.91 649 | 40.43 669 | 41.90 673 | 44.58 684 | 2.37 613 | 2.19 640 | 2.37 620 | 3.29 637 | 7.32 634 | 6.52 636 |
|
| DStereoFS |  | 26.88 661 | 21.28 664 | 29.50 619 | 18.65 651 | 12.35 654 | 29.13 624 | 13.04 593 | 50.34 682 | 47.29 638 | 35.95 643 | 44.38 641 | 36.32 622 | 41.02 672 | 51.90 689 | 33.82 649 | 7.92 657 | 5.83 671 | 15.86 670 | 9.22 671 | 17.41 676 | 16.41 676 |
|
| DLNR_Zeroshot_test |   | 27.62 662 | 51.32 689 | 91.46 717 | 98.51 727 | 98.03 728 | 3.10 59 | 0.50 70 | 30.95 547 | 7.65 228 | 8.16 252 | 15.68 313 | 7.31 264 | 1.63 86 | 11.87 350 | 4.21 334 | 40.37 691 | 0.87 605 | 0.06 351 | 0.34 522 | 80.23 716 | 0.24 336 |
|
| DLNR-FE |  | 27.66 663 | 51.31 688 | 91.55 719 | 98.52 728 | 97.91 727 | 3.10 59 | 0.50 70 | 31.55 556 | 7.66 229 | 8.18 253 | 15.67 311 | 7.31 264 | 1.63 86 | 11.88 351 | 4.21 334 | 40.23 690 | 0.89 608 | 0.06 351 | 0.34 522 | 80.38 717 | 0.24 336 |
|
| MFN_U_SF_RVC |  | 28.16 664 | 14.14 643 | 53.23 663 | 21.11 659 | 7.91 613 | 39.97 665 | 13.13 595 | 51.65 685 | 46.34 637 | 47.41 672 | 53.38 668 | 55.32 679 | 40.53 670 | 38.47 663 | 39.74 670 | 5.67 646 | 4.46 666 | 6.98 652 | 8.73 668 | 7.47 635 | 7.44 648 |
|
| PASM |  | 28.19 665 | 17.35 653 | 48.18 659 | 22.49 664 | 22.20 677 | 25.92 603 | 25.84 672 | 34.35 595 | 49.45 647 | 35.37 641 | 39.48 608 | 46.72 665 | 33.36 649 | 34.28 639 | 36.77 660 | 11.73 674 | 14.94 685 | 17.43 674 | 22.18 685 | 13.45 662 | 12.32 670 |
|
| EDNetEfficientorigin |  | 28.98 666 | 35.45 681 | 99.82 731 | 9.43 546 | 5.65 545 | 24.97 595 | 14.79 611 | 26.06 479 | 54.82 665 | 60.87 687 | 57.59 679 | 45.42 658 | 50.27 683 | 26.11 608 | 43.62 681 | 0.30 452 | 0.37 537 | 1.61 604 | 2.35 629 | 10.17 650 | 9.99 664 |
|
| AnyNet_C01 |  | 29.76 667 | 25.78 670 | 75.37 703 | 17.03 644 | 11.34 645 | 49.00 676 | 27.12 675 | 37.99 630 | 40.05 607 | 40.73 656 | 65.13 693 | 46.98 666 | 38.86 665 | 46.63 677 | 48.19 689 | 2.14 607 | 2.13 638 | 2.13 612 | 2.56 630 | 8.14 642 | 7.98 652 |
|
| LSM |  | 29.98 668 | 19.52 659 | 55.11 674 | 19.06 652 | 53.75 698 | 32.57 639 | 23.17 664 | 42.61 657 | 48.57 644 | 45.97 669 | 55.04 676 | 42.93 652 | 36.02 655 | 35.63 647 | 27.03 622 | 2.33 611 | 9.19 679 | 4.87 638 | 7.71 664 | 10.65 654 | 27.91 688 |
|
| RTS |  | 30.15 669 | 23.12 667 | 96.33 721 | 16.71 642 | 11.63 648 | 58.66 690 | 24.28 668 | 36.80 620 | 62.63 690 | 43.79 664 | 46.10 645 | 32.56 597 | 43.90 675 | 51.29 685 | 40.92 674 | 2.38 614 | 0.66 589 | 1.06 582 | 0.74 580 | 5.11 620 | 4.34 614 |
|
| RTSA |  | 30.15 669 | 23.12 667 | 96.33 721 | 16.71 642 | 11.63 648 | 58.66 690 | 24.28 668 | 36.80 620 | 62.63 690 | 43.79 664 | 46.10 645 | 32.56 597 | 43.90 675 | 51.29 685 | 40.92 674 | 2.38 614 | 0.66 589 | 1.06 582 | 0.74 580 | 5.11 620 | 4.34 614 |
|
| DispFullNet |  | 30.27 671 | 31.74 676 | 58.63 681 | 30.13 676 | 28.18 682 | 31.79 636 | 8.94 525 | 37.16 625 | 54.68 663 | 32.60 630 | 37.99 597 | 44.62 655 | 28.80 632 | 41.55 672 | 27.93 634 | 11.94 675 | 3.46 657 | 35.53 688 | 12.34 678 | 30.08 687 | 17.26 679 |
|
| coex-ft |  | 30.77 672 | 38.58 684 | 93.29 720 | 9.44 549 | 5.62 543 | 34.95 647 | 25.30 671 | 30.83 545 | 59.36 683 | 73.23 704 | 58.53 680 | 45.92 660 | 47.29 679 | 29.44 625 | 45.30 685 | 1.37 592 | 1.65 630 | 0.95 578 | 0.96 596 | 8.35 644 | 4.96 622 |
|
| MANE |  | 31.97 673 | 10.75 625 | 17.71 569 | 20.94 657 | 13.77 659 | 47.80 674 | 26.85 673 | 53.00 688 | 55.20 670 | 59.29 683 | 64.30 690 | 64.93 693 | 56.31 693 | 51.83 688 | 38.69 668 | 9.61 663 | 4.72 667 | 6.91 651 | 19.93 684 | 9.20 647 | 7.64 650 |
|
| otaku |  | 33.18 674 | 35.99 682 | 52.93 662 | 40.01 682 | 21.41 675 | 55.08 682 | 17.25 636 | 43.30 663 | 61.58 687 | 39.25 652 | 49.16 656 | 46.61 664 | 28.49 631 | 39.77 667 | 28.76 638 | 18.56 679 | 7.00 676 | 31.82 686 | 9.61 672 | 21.53 681 | 15.48 675 |
|
| PVD |  | 33.19 675 | 18.59 655 | 37.64 638 | 26.09 670 | 16.99 669 | 33.25 642 | 42.25 692 | 51.42 684 | 66.03 696 | 52.65 679 | 64.31 691 | 51.93 677 | 55.13 689 | 51.61 687 | 40.40 671 | 4.00 635 | 3.51 658 | 9.53 660 | 4.26 647 | 10.62 653 | 23.56 683 |
|
| ELAS |   | 33.68 676 | 18.95 656 | 36.71 635 | 20.64 654 | 13.61 658 | 56.43 683 | 35.14 687 | 50.03 681 | 49.90 648 | 60.58 686 | 63.83 688 | 58.64 684 | 53.36 685 | 50.73 683 | 44.44 683 | 11.03 670 | 6.58 674 | 10.02 662 | 7.43 658 | 13.58 665 | 11.94 669 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ELAS_RVC |   | 33.79 677 | 19.15 657 | 35.97 634 | 21.28 660 | 13.79 660 | 52.58 679 | 36.11 689 | 48.96 677 | 55.66 671 | 61.47 690 | 62.91 684 | 58.35 683 | 53.55 686 | 53.37 691 | 42.23 680 | 11.25 672 | 6.64 675 | 10.32 663 | 7.05 657 | 13.56 663 | 11.58 668 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| SAMSARA |  | 34.43 678 | 18.53 654 | 31.91 627 | 55.34 692 | 35.34 686 | 75.99 710 | 94.71 724 | 47.97 675 | 50.84 656 | 37.47 649 | 36.99 591 | 53.12 678 | 38.55 664 | 39.56 666 | 38.65 667 | 3.59 630 | 5.40 669 | 2.22 616 | 3.72 641 | 9.43 648 | 9.29 660 |
|
| Ntro |  | 34.97 679 | 37.63 683 | 54.53 670 | 43.26 686 | 22.45 679 | 57.73 688 | 21.97 656 | 47.14 673 | 64.21 693 | 39.12 651 | 48.86 653 | 47.93 668 | 36.94 658 | 40.66 669 | 29.83 641 | 17.16 677 | 6.51 673 | 32.70 687 | 10.17 673 | 24.06 682 | 16.48 677 |
|
| BEATNet-Init1 |  | 35.08 680 | 20.64 662 | 54.70 672 | 27.43 672 | 12.00 653 | 58.29 689 | 31.01 682 | 52.58 687 | 57.49 679 | 60.36 685 | 62.98 685 | 69.98 696 | 55.54 691 | 53.00 690 | 44.40 682 | 4.61 641 | 2.84 651 | 7.05 654 | 6.89 656 | 10.97 655 | 8.94 657 |
|
| ACVNet-4b |  | 36.40 681 | 52.20 690 | 56.11 676 | 42.45 685 | 21.78 676 | 48.56 675 | 14.37 607 | 49.50 679 | 60.15 685 | 43.17 662 | 46.38 647 | 55.62 680 | 24.56 607 | 38.15 661 | 21.97 587 | 25.13 684 | 3.66 661 | 46.93 691 | 33.56 692 | 25.97 683 | 17.74 680 |
|
| MSC_U_SF_DS_RVC |  | 37.16 682 | 34.69 679 | 53.68 668 | 37.47 681 | 12.55 656 | 56.80 686 | 22.63 660 | 52.02 686 | 63.29 692 | 66.20 696 | 63.82 687 | 58.12 681 | 53.73 688 | 51.21 684 | 46.48 686 | 8.79 660 | 5.31 668 | 14.69 668 | 15.22 682 | 17.27 675 | 9.21 659 |
|
| GCST |   | 37.32 683 | 40.98 685 | 25.25 607 | 92.15 722 | 35.59 687 | 25.00 596 | 1.02 120 | 25.45 468 | 19.73 411 | 26.01 582 | 15.21 307 | 19.51 482 | 4.75 239 | 16.71 514 | 4.32 338 | 80.90 716 | 35.46 694 | 87.50 722 | 74.71 712 | 73.21 712 | 42.99 698 |
|
| ACVNet_1 |  | 41.30 684 | 49.46 687 | 64.91 689 | 44.67 687 | 25.07 680 | 49.43 677 | 25.23 670 | 55.33 690 | 65.87 695 | 59.72 684 | 59.33 681 | 63.43 691 | 48.79 682 | 49.63 681 | 37.09 663 | 19.05 680 | 9.82 680 | 38.29 689 | 13.97 681 | 28.67 685 | 18.23 682 |
|
| light-stereo |  | 41.36 685 | 29.75 675 | 55.07 673 | 54.98 691 | 49.52 693 | 36.70 652 | 17.57 638 | 46.92 672 | 51.01 657 | 53.58 680 | 54.47 673 | 62.25 690 | 35.15 653 | 48.78 679 | 33.36 647 | 34.63 687 | 26.20 691 | 20.76 676 | 28.59 688 | 46.39 692 | 41.49 697 |
|
| Consistency-Raft |  | 41.82 686 | 35.10 680 | 44.56 653 | 32.85 677 | 41.39 691 | 46.76 673 | 34.76 686 | 57.01 692 | 54.94 666 | 32.10 626 | 65.22 694 | 30.82 579 | 48.46 681 | 40.81 670 | 48.77 690 | 27.39 685 | 34.28 693 | 42.92 690 | 51.66 702 | 39.28 689 | 27.28 685 |
|
| NVStereoNet_ROB |  | 41.93 687 | 32.40 677 | 44.55 652 | 36.60 680 | 27.78 681 | 34.52 645 | 32.38 683 | 48.84 676 | 57.18 678 | 69.34 699 | 75.62 705 | 66.07 695 | 64.86 697 | 47.34 678 | 60.78 701 | 15.72 676 | 23.99 688 | 23.40 679 | 32.06 691 | 21.34 680 | 23.86 684 |
| 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 |  | 45.10 688 | 33.36 678 | 54.69 671 | 33.57 678 | 31.94 684 | 43.06 670 | 17.79 641 | 49.52 680 | 56.61 676 | 50.97 677 | 64.04 689 | 70.09 697 | 53.57 687 | 49.77 682 | 53.19 695 | 53.87 700 | 14.08 684 | 54.69 697 | 35.89 693 | 41.66 690 | 39.69 695 |
|
| RainbowNet |  | 51.25 689 | 62.74 699 | 64.52 688 | 60.13 693 | 39.00 690 | 58.72 692 | 30.83 681 | 57.31 693 | 79.18 710 | 50.24 674 | 65.35 695 | 60.13 686 | 44.25 677 | 49.47 680 | 41.16 677 | 46.52 696 | 46.06 701 | 52.72 695 | 31.78 690 | 52.33 697 | 32.47 689 |
|
| anonymity |  | 52.32 690 | 58.23 694 | 63.91 685 | 41.12 684 | 59.25 702 | 53.27 680 | 41.04 691 | 55.69 691 | 40.20 608 | 54.85 681 | 49.49 658 | 49.13 671 | 55.48 690 | 59.07 693 | 49.65 693 | 55.86 701 | 50.03 707 | 51.00 693 | 51.08 700 | 51.71 695 | 56.36 701 |
|
| MADNet+ |  | 53.31 691 | 68.61 702 | 98.75 728 | 67.03 697 | 37.58 688 | 79.83 716 | 81.74 718 | 60.38 695 | 61.61 688 | 51.43 678 | 54.92 675 | 61.11 688 | 59.29 695 | 69.66 702 | 76.71 718 | 23.88 682 | 24.03 689 | 17.08 673 | 12.35 679 | 32.47 688 | 27.69 687 |
|
| JetBlue |  | 54.08 692 | 45.10 686 | 74.15 701 | 51.17 689 | 47.68 692 | 75.66 709 | 60.97 703 | 63.63 696 | 62.09 689 | 63.32 694 | 64.88 692 | 78.86 705 | 68.17 698 | 68.15 700 | 75.09 717 | 36.86 688 | 24.88 690 | 29.01 685 | 29.12 689 | 28.71 686 | 34.13 691 |
|
| SGM+DAISY |  | 54.67 693 | 56.61 691 | 62.73 683 | 40.21 683 | 53.22 696 | 61.95 695 | 48.59 696 | 55.05 689 | 44.62 632 | 61.03 689 | 63.68 686 | 60.46 687 | 55.62 692 | 60.68 695 | 55.34 697 | 56.34 703 | 48.56 704 | 50.16 692 | 49.63 699 | 52.25 696 | 56.76 703 |
|
| SPS-STEREO |   | 55.62 694 | 59.14 695 | 64.16 686 | 45.05 688 | 53.84 699 | 59.88 693 | 44.00 694 | 59.53 694 | 49.94 650 | 62.33 692 | 61.09 683 | 59.80 685 | 56.82 694 | 60.06 694 | 57.85 698 | 58.41 704 | 48.34 703 | 51.07 694 | 49.21 698 | 55.41 699 | 56.48 702 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| Selective-IGEV-i16pa |  | 56.08 695 | 59.75 696 | 69.90 696 | 21.43 663 | 14.80 662 | 97.01 724 | 29.83 680 | 86.97 722 | 94.48 726 | 85.76 719 | 93.21 722 | 81.88 710 | 74.46 708 | 96.71 729 | 79.25 721 | 30.92 686 | 13.32 682 | 16.91 672 | 7.73 666 | 15.59 670 | 51.73 699 |
|
| Selective-IGEV-i1pa |  | 56.65 696 | 73.08 707 | 56.50 678 | 29.63 675 | 14.87 663 | 94.58 721 | 46.49 695 | 80.65 719 | 87.08 718 | 88.18 722 | 87.03 719 | 74.01 701 | 68.51 699 | 94.68 727 | 74.38 714 | 45.10 695 | 26.62 692 | 26.16 681 | 13.27 680 | 19.40 678 | 32.71 690 |
|
| ACVNet_2 |  | 57.39 697 | 61.72 698 | 72.56 700 | 66.35 696 | 38.29 689 | 61.93 694 | 48.64 697 | 71.64 708 | 81.91 713 | 79.28 712 | 88.72 721 | 76.25 702 | 72.87 704 | 54.33 692 | 46.74 688 | 37.13 689 | 23.36 687 | 54.52 696 | 37.80 694 | 46.22 691 | 27.59 686 |
|
| IMH-64-1 |  | 59.25 698 | 58.09 692 | 67.69 693 | 66.06 694 | 50.51 694 | 56.45 684 | 49.45 698 | 68.83 701 | 67.75 699 | 67.58 697 | 80.37 709 | 70.15 698 | 74.28 706 | 72.16 707 | 48.94 691 | 42.00 692 | 42.87 698 | 65.57 699 | 47.02 695 | 51.52 693 | 37.76 693 |
|
| IMH-64 |  | 59.25 698 | 58.09 692 | 67.69 693 | 66.06 694 | 50.51 694 | 56.45 684 | 49.45 698 | 68.83 701 | 67.75 699 | 67.58 697 | 80.37 709 | 70.15 698 | 74.28 706 | 72.16 707 | 48.94 691 | 42.00 692 | 42.87 698 | 65.57 699 | 47.02 695 | 51.52 693 | 37.76 693 |
|
| IMH |  | 62.95 700 | 60.33 697 | 67.78 695 | 69.51 698 | 53.65 697 | 65.09 699 | 54.21 700 | 72.00 709 | 73.28 704 | 72.49 702 | 81.93 711 | 72.96 700 | 79.81 711 | 76.65 713 | 51.41 694 | 43.57 694 | 49.82 706 | 67.81 701 | 51.14 701 | 54.83 698 | 40.67 696 |
|
| TorneroNet-64 |  | 65.66 701 | 70.70 704 | 71.20 699 | 76.52 702 | 59.70 704 | 66.78 700 | 58.05 701 | 67.53 700 | 80.00 711 | 62.67 693 | 67.40 696 | 83.09 711 | 69.42 701 | 67.34 697 | 62.05 704 | 48.31 699 | 44.07 700 | 72.93 703 | 63.88 704 | 68.05 703 | 53.58 700 |
|
| PWCK |  | 65.90 702 | 88.63 721 | 79.40 708 | 80.32 710 | 29.96 683 | 63.85 698 | 39.45 690 | 72.07 710 | 71.26 702 | 78.74 711 | 68.99 698 | 77.82 704 | 61.77 696 | 82.81 719 | 62.64 705 | 80.17 715 | 39.88 697 | 81.90 713 | 47.37 697 | 73.54 713 | 37.51 692 |
|
| WAO-6 |  | 70.64 703 | 73.02 706 | 66.25 690 | 79.92 709 | 61.74 706 | 68.74 701 | 59.08 702 | 75.27 713 | 87.02 717 | 74.72 705 | 79.40 708 | 79.19 706 | 84.60 719 | 67.70 699 | 60.53 700 | 67.85 707 | 48.88 705 | 81.48 711 | 73.29 709 | 65.57 701 | 58.60 704 |
|
| TorneroNet |  | 71.21 704 | 73.44 708 | 75.82 704 | 80.82 711 | 65.65 708 | 70.53 703 | 64.39 706 | 71.42 707 | 75.97 706 | 71.47 701 | 73.68 703 | 84.17 714 | 74.00 705 | 69.85 703 | 69.09 708 | 59.37 705 | 48.19 702 | 79.67 707 | 73.51 710 | 74.93 714 | 68.26 713 |
|
| LVE |  | 71.50 705 | 72.46 705 | 83.91 712 | 75.21 701 | 55.29 701 | 74.81 704 | 62.76 705 | 77.22 714 | 83.77 715 | 82.09 714 | 87.11 720 | 83.38 712 | 82.41 716 | 75.93 711 | 64.49 706 | 48.28 698 | 57.24 713 | 74.61 705 | 62.53 703 | 65.49 700 | 61.01 705 |
|
| MFMNet_re |  | 72.05 706 | 79.64 714 | 64.23 687 | 52.73 690 | 84.71 717 | 77.93 712 | 68.35 707 | 63.96 697 | 66.93 697 | 61.00 688 | 71.29 701 | 63.84 692 | 68.91 700 | 72.42 709 | 61.11 702 | 82.03 719 | 74.22 720 | 80.34 710 | 74.44 711 | 83.62 720 | 89.34 721 |
|
| notaker |  | 72.18 707 | 79.78 715 | 78.84 707 | 78.75 706 | 68.52 710 | 63.26 697 | 61.68 704 | 69.22 704 | 75.95 705 | 77.58 709 | 78.85 707 | 79.69 708 | 84.79 720 | 77.39 714 | 58.43 699 | 69.68 710 | 60.79 714 | 77.46 706 | 68.48 706 | 69.62 705 | 64.92 710 |
|
| WAO-7 |  | 72.21 708 | 78.21 710 | 54.04 669 | 79.33 708 | 69.31 712 | 70.20 702 | 72.09 713 | 77.85 717 | 84.90 716 | 77.35 708 | 86.03 715 | 79.37 707 | 79.88 712 | 65.32 696 | 65.33 707 | 62.33 706 | 69.70 718 | 70.51 702 | 73.21 708 | 67.23 702 | 62.02 706 |
|
| ktn |  | 72.58 709 | 80.06 717 | 69.96 697 | 79.14 707 | 69.86 713 | 75.40 708 | 70.43 712 | 69.01 703 | 76.90 707 | 72.88 703 | 77.46 706 | 77.43 703 | 77.41 710 | 72.78 710 | 55.00 696 | 79.09 713 | 65.99 715 | 80.09 709 | 68.29 705 | 71.46 710 | 62.98 707 |
|
| UNDER WATER-64 |  | 73.11 710 | 74.48 709 | 87.70 713 | 74.03 700 | 55.20 700 | 78.24 713 | 75.71 715 | 65.33 698 | 67.91 701 | 75.60 707 | 69.32 699 | 84.41 715 | 76.93 709 | 68.43 701 | 72.45 711 | 81.18 717 | 56.77 712 | 82.46 714 | 80.34 715 | 68.22 704 | 67.48 712 |
|
| LRCNet_RVC |  | 73.59 711 | 69.80 703 | 74.41 702 | 77.63 704 | 60.56 705 | 40.33 666 | 15.08 617 | 71.04 706 | 48.36 642 | 88.07 721 | 94.62 724 | 90.11 722 | 81.83 714 | 80.58 718 | 61.26 703 | 97.12 730 | 72.30 719 | 96.65 729 | 97.58 730 | 77.13 715 | 77.30 717 |
|
| DPSimNet_ROB |  | 74.29 712 | 83.27 719 | 59.30 682 | 77.19 703 | 65.13 707 | 75.14 706 | 74.95 714 | 73.99 712 | 76.94 708 | 81.99 713 | 75.48 704 | 80.18 709 | 71.76 702 | 67.39 698 | 84.00 723 | 81.87 718 | 51.14 708 | 79.99 708 | 76.70 714 | 70.17 706 | 79.21 718 |
|
| UNDER WATER |  | 75.92 713 | 79.25 713 | 87.75 714 | 84.39 712 | 66.43 709 | 77.08 711 | 77.22 716 | 66.90 699 | 72.16 703 | 75.32 706 | 71.56 702 | 85.89 721 | 82.15 715 | 70.11 704 | 74.99 716 | 79.34 714 | 53.61 709 | 86.40 720 | 84.53 719 | 71.29 709 | 72.11 715 |
|
| TCMNet-wrong-test |  | 76.74 714 | 91.47 724 | 89.31 715 | 97.64 725 | 97.35 726 | 94.87 722 | 92.51 723 | 69.78 705 | 65.29 694 | 63.44 695 | 71.10 700 | 65.66 694 | 51.44 684 | 85.29 721 | 74.70 715 | 56.06 702 | 20.22 686 | 83.11 718 | 82.39 716 | 95.02 727 | 88.18 720 |
|
| WAO-8 |  | 76.87 715 | 78.41 711 | 66.45 691 | 86.81 716 | 72.47 714 | 79.27 714 | 68.59 709 | 77.75 715 | 89.01 720 | 83.09 716 | 86.98 716 | 85.87 719 | 84.97 721 | 72.12 705 | 69.11 709 | 74.93 711 | 55.23 710 | 87.79 723 | 83.50 717 | 70.47 707 | 64.56 708 |
|
| Venus |  | 76.87 715 | 78.41 711 | 66.45 691 | 86.81 716 | 72.47 714 | 79.27 714 | 68.59 709 | 77.75 715 | 89.01 720 | 83.09 716 | 86.98 716 | 85.87 719 | 84.97 721 | 72.12 705 | 69.11 709 | 74.93 711 | 55.23 710 | 87.79 723 | 83.50 717 | 70.48 708 | 64.56 708 |
|
| HanzoNet |  | 77.61 717 | 81.11 718 | 82.83 709 | 77.82 705 | 69.15 711 | 75.25 707 | 69.06 711 | 73.49 711 | 77.84 709 | 82.19 715 | 82.80 712 | 85.42 716 | 86.67 723 | 85.99 722 | 73.64 713 | 85.24 723 | 68.38 717 | 81.71 712 | 75.47 713 | 71.98 711 | 66.24 711 |
|
| JetRed |  | 79.55 718 | 79.88 716 | 91.52 718 | 71.05 699 | 75.80 716 | 91.66 718 | 80.11 717 | 79.14 718 | 80.44 712 | 84.35 718 | 84.23 714 | 83.38 712 | 72.48 703 | 79.43 715 | 85.44 724 | 69.33 709 | 81.58 721 | 73.66 704 | 72.56 707 | 82.35 718 | 72.60 716 |
|
| Dean |  | 80.72 719 | 85.82 720 | 83.27 710 | 84.91 715 | 59.53 703 | 75.11 705 | 68.39 708 | 81.59 720 | 88.05 719 | 92.41 723 | 86.98 716 | 92.41 724 | 93.02 725 | 83.11 720 | 73.31 712 | 68.01 708 | 66.13 716 | 94.82 728 | 84.66 720 | 83.28 719 | 69.50 714 |
|
| RSGM-EC |  | 88.03 720 | 67.44 700 | 53.54 665 | 84.82 713 | 87.13 718 | 94.34 719 | 92.20 721 | 94.86 727 | 98.29 727 | 95.56 727 | 98.06 728 | 85.65 717 | 83.07 717 | 79.52 716 | 79.00 719 | 95.80 726 | 97.66 727 | 91.52 725 | 95.19 727 | 95.05 728 | 91.80 726 |
|
| acva |  | 88.03 720 | 67.44 700 | 53.54 665 | 84.82 713 | 87.13 718 | 94.34 719 | 92.20 721 | 94.86 727 | 98.29 727 | 95.56 727 | 98.06 728 | 85.65 717 | 83.07 717 | 79.52 716 | 79.00 719 | 95.80 726 | 97.66 727 | 91.52 725 | 95.19 727 | 95.05 728 | 91.80 726 |
|
| KSHMR |  | 88.54 722 | 93.03 725 | 83.31 711 | 95.54 723 | 91.74 723 | 82.37 717 | 83.41 719 | 84.43 721 | 81.99 714 | 87.89 720 | 84.05 713 | 91.94 723 | 81.33 713 | 76.34 712 | 81.76 722 | 96.44 729 | 96.14 726 | 96.69 730 | 97.12 729 | 92.52 726 | 92.67 728 |
|
| tt |  | 89.96 723 | 1.02 132 | 100.00 734 | 99.40 730 | 100.00 735 | 100.00 733 | 100.00 734 | 100.00 736 | 100.00 734 | 78.36 710 | 67.94 697 | 99.99 737 | 100.00 734 | 100.00 737 | 100.00 737 | 95.81 728 | 99.93 733 | 87.43 721 | 86.39 721 | 95.11 730 | 87.89 719 |
|
| xxxxx1 |  | 91.92 724 | 95.33 727 | 98.45 725 | 87.29 718 | 89.24 720 | 98.50 726 | 98.17 729 | 92.95 723 | 93.21 723 | 93.55 724 | 95.36 725 | 96.99 726 | 96.28 726 | 94.65 724 | 94.94 725 | 83.26 720 | 84.17 722 | 82.90 715 | 88.32 723 | 85.49 722 | 89.37 722 |
|
| tt_ll |  | 91.92 724 | 95.33 727 | 98.45 725 | 87.29 718 | 89.24 720 | 98.50 726 | 98.17 729 | 92.95 723 | 93.21 723 | 93.55 724 | 95.36 725 | 96.99 726 | 96.28 726 | 94.65 724 | 94.94 725 | 83.26 720 | 84.17 722 | 82.90 715 | 88.32 723 | 85.49 722 | 89.37 722 |
|
| ff |  | 91.92 724 | 95.33 727 | 98.45 725 | 87.29 718 | 89.24 720 | 98.50 726 | 98.17 729 | 92.95 723 | 93.21 723 | 93.55 724 | 95.36 725 | 96.99 726 | 96.28 726 | 94.65 724 | 94.94 725 | 83.26 720 | 84.17 722 | 82.90 715 | 88.32 723 | 85.49 722 | 89.37 722 |
|
| USTest |  | 93.52 727 | 90.92 723 | 77.74 706 | 87.90 721 | 92.63 724 | 100.00 733 | 100.00 734 | 99.79 733 | 99.80 731 | 99.21 732 | 99.52 731 | 98.03 729 | 99.15 731 | 89.52 723 | 99.31 732 | 90.37 724 | 98.47 729 | 84.34 719 | 87.43 722 | 84.58 721 | 91.71 725 |
|
| MADNet++ |  | 94.16 728 | 94.02 726 | 90.25 716 | 96.28 724 | 96.84 725 | 97.17 725 | 90.16 720 | 94.71 726 | 91.69 722 | 97.07 729 | 93.71 723 | 94.62 725 | 92.63 724 | 96.15 728 | 95.18 728 | 95.42 725 | 95.89 725 | 92.80 727 | 92.23 726 | 92.10 725 | 94.30 730 |
|
| PML |  | 99.19 729 | 100.00 736 | 98.08 724 | 99.28 729 | 99.53 730 | 100.00 733 | 99.73 732 | 98.24 729 | 99.44 730 | 100.00 736 | 99.57 732 | 98.76 731 | 99.84 732 | 100.00 737 | 98.88 731 | 100.00 733 | 99.54 730 | 100.00 734 | 99.50 732 | 99.90 733 | 93.55 729 |
|
| MEDIAN_ROB |  | 99.19 729 | 99.84 731 | 99.62 730 | 98.49 726 | 98.51 729 | 98.58 729 | 97.81 728 | 98.80 731 | 98.56 729 | 99.36 733 | 99.49 730 | 99.56 732 | 99.06 730 | 98.35 730 | 98.31 730 | 99.99 732 | 99.63 731 | 100.00 734 | 100.00 735 | 99.81 732 | 99.95 734 |
|
| HaxPig |  | 99.40 731 | 99.99 733 | 97.38 723 | 100.00 734 | 100.00 735 | 96.91 723 | 97.35 726 | 99.59 732 | 99.99 733 | 100.00 736 | 100.00 734 | 99.99 737 | 99.99 733 | 99.04 731 | 97.77 729 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 99.99 735 |
|
| Anonymous_1 |  | 99.65 732 | 99.95 732 | 99.93 732 | 99.80 731 | 99.60 731 | 100.00 733 | 100.00 734 | 99.82 735 | 99.98 732 | 99.62 734 | 99.94 733 | 99.75 734 | 100.00 734 | 99.66 732 | 99.88 733 | 98.45 731 | 99.84 732 | 98.73 731 | 99.26 731 | 99.41 731 | 99.36 731 |
|
| test_example2 |  | 99.68 733 | 99.99 733 | 99.99 733 | 100.00 734 | 99.99 734 | 99.86 732 | 99.99 733 | 98.29 730 | 100.00 734 | 100.00 736 | 100.00 734 | 98.15 730 | 98.39 729 | 99.98 734 | 99.98 734 | 100.00 733 | 99.99 734 | 99.40 732 | 99.53 733 | 100.00 736 | 100.00 736 |
|
| AVERAGE_ROB |  | 99.80 734 | 99.99 733 | 99.40 729 | 100.00 734 | 100.00 735 | 98.99 730 | 97.72 727 | 100.00 736 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 736 |
|
| DPSMNet_ROB |  | 99.95 735 | 100.00 736 | 100.00 734 | 100.00 734 | 100.00 735 | 100.00 733 | 100.00 734 | 100.00 736 | 100.00 734 | 99.15 731 | 100.00 734 | 99.96 735 | 100.00 734 | 99.99 735 | 99.99 735 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 736 |
|
| DGTPSM_ROB |  | 99.95 735 | 100.00 736 | 100.00 734 | 100.00 734 | 100.00 735 | 100.00 733 | 100.00 734 | 100.00 736 | 100.00 734 | 99.14 730 | 100.00 734 | 99.96 735 | 100.00 734 | 99.99 735 | 99.99 735 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 736 |
|
| iinet-test |  | 99.97 737 | 100.00 736 | 100.00 734 | 99.84 732 | 99.86 732 | 100.00 733 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 99.93 734 | 99.85 733 |
|
| IINet |  | 99.97 737 | 100.00 736 | 100.00 734 | 99.84 732 | 99.87 733 | 100.00 733 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 99.93 734 | 99.84 732 |
|
| fast-reg |  | 100.00 739 | 100.00 736 | 100.00 734 | 100.00 734 | 100.00 735 | 100.00 733 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 736 |
|
| Hybrid-DGEV |  | 100.00 739 | 100.00 736 | 100.00 734 | 100.00 734 | 100.00 735 | 100.00 733 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 736 |
|
| RAFT-FEzeroshot |  | 100.00 739 | 100.00 736 | 100.00 734 | 100.00 734 | 100.00 735 | 100.00 733 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 736 |
|
| RAFT-FE |  | 100.00 739 | 100.00 736 | 100.00 734 | 100.00 734 | 100.00 735 | 100.00 733 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 736 |
|
| FlowAnything |  | 100.00 739 | 100.00 736 | 100.00 734 | 100.00 734 | 100.00 735 | 100.00 733 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 736 |
|
| Selective-RAFT-Error |  | 100.00 739 | 100.00 736 | 100.00 734 | 100.00 734 | 100.00 735 | 100.00 733 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 736 |
|
| CasAABBNet |  | 100.00 739 | 100.00 736 | 100.00 734 | 100.00 734 | 100.00 735 | 100.00 733 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 736 |
|
| LSM0 |  | 100.00 739 | 100.00 736 | 100.00 734 | 100.00 734 | 100.00 735 | 100.00 733 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 736 |
|
| DPSM_ROB |  | 100.00 739 | 100.00 736 | 100.00 734 | 100.00 734 | 100.00 735 | 100.00 733 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 736 |
|
| DPSM |  | 100.00 739 | 100.00 736 | 100.00 734 | 100.00 734 | 100.00 735 | 100.00 733 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 736 |
|
| GS-Stereo |  | | | | | | | 1.50 165 | 8.60 156 | 4.56 136 | 2.71 120 | 2.61 64 | 1.86 95 | 2.25 115 | 3.50 43 | 1.15 110 | 0.00 1 | 0.07 268 | 0.00 1 | 0.39 537 | 0.22 248 | 0.15 250 |
|
| FSD |  | | | | | 5.31 529 | 8.20 348 | 12.18 588 | 12.39 237 | 7.98 234 | 7.94 249 | 7.35 198 | 9.35 300 | 7.17 346 | 10.94 293 | 8.86 467 | 5.58 645 | 2.77 649 | 5.46 640 | 4.09 645 | 5.17 623 | |
|
| ccccc |  | | 98.19 730 | | 100.00 734 | 100.00 735 | 99.32 731 | | 99.79 733 | | 99.63 735 | | 99.69 733 | | 99.95 733 | | 100.00 733 | 100.00 735 | 99.97 733 | 99.90 734 | 100.00 736 | |
|
| ASD4 |  | | 90.49 722 | | | | | | | | | | | | | | | | | | | |
|