| WAFT-Stereo (ZS) |  | 0.89 1 | 0.68 34 | 2.58 7 | 1.08 1 | 0.31 24 | 1.44 16 | 0.13 36 | 3.02 10 | 1.19 9 | 1.69 70 | 1.00 37 | 0.16 1 | 0.20 5 | 3.69 54 | 0.60 26 | 0.01 147 | 0.01 50 | 0.01 263 | 0.05 335 | 0.02 11 | 0.01 9 |
|
| S2M2_XL |  | 0.93 2 | 0.78 60 | 3.42 54 | 1.97 13 | 0.27 16 | 0.44 1 | 0.01 1 | 1.71 1 | 0.99 6 | 1.17 27 | 2.70 79 | 1.74 90 | 1.21 73 | 1.17 1 | 1.00 101 | 0.00 1 | 0.01 50 | 0.01 263 | 0.00 1 | 0.02 11 | 0.02 22 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| PSi22a |  | 0.94 3 | 0.55 5 | 2.07 1 | 2.13 27 | 0.25 8 | 1.14 6 | 0.09 24 | 4.93 33 | 0.89 1 | 0.74 5 | 0.08 2 | 2.33 131 | 1.03 66 | 1.87 3 | 0.49 12 | 0.01 147 | 0.05 216 | 0.00 1 | 0.00 1 | 0.03 50 | 0.03 56 |
|
| Foundation-i32 |  | 0.97 4 | 0.54 3 | 2.57 6 | 2.24 37 | 0.21 7 | 1.31 11 | 0.09 24 | 4.21 16 | 0.95 5 | 1.20 31 | 0.42 17 | 2.79 151 | 0.29 12 | 1.78 2 | 0.54 14 | 0.02 234 | 0.08 321 | 0.03 316 | 0.00 1 | 0.03 50 | 0.03 56 |
|
| VeloStereo |  | 0.98 5 | 0.69 37 | 3.01 26 | 2.02 19 | 0.36 49 | 1.52 19 | 0.04 15 | 2.25 5 | 1.26 14 | 0.80 6 | 0.46 20 | 2.04 116 | 0.99 63 | 3.52 46 | 0.57 19 | 0.00 1 | 0.03 152 | 0.00 1 | 0.01 210 | 0.03 50 | 0.04 87 |
|
| BLMT-Stereo |  | 0.99 6 | 0.51 2 | 3.10 35 | 2.65 89 | 0.36 49 | 0.56 2 | 0.27 59 | 1.94 2 | 1.86 45 | 1.00 16 | 2.57 73 | 1.18 59 | 0.15 1 | 1.90 4 | 1.49 146 | 0.14 393 | 0.01 50 | 0.00 1 | 0.02 255 | 0.03 50 | 0.03 56 |
|
| PSi22b |  | 1.02 7 | 0.57 7 | 2.28 2 | 2.14 28 | 0.25 8 | 1.23 8 | 0.13 36 | 5.00 34 | 0.90 2 | 0.64 2 | 0.09 4 | 3.29 160 | 0.60 35 | 2.65 21 | 0.46 8 | 0.03 275 | 0.11 384 | 0.00 1 | 0.00 1 | 0.03 50 | 0.03 56 |
|
| DepthFocus |  | 1.04 8 | 0.68 34 | 3.33 48 | 1.97 13 | 0.42 68 | 1.27 10 | 0.87 118 | 2.04 3 | 1.22 10 | 0.66 4 | 1.71 58 | 1.75 92 | 0.90 57 | 3.46 42 | 0.44 5 | 0.00 1 | 0.01 50 | 0.00 1 | 0.00 1 | 0.01 1 | 0.04 87 |
|
| PipStereo |  | 1.06 9 | 0.57 7 | 2.29 3 | 2.16 29 | 0.26 10 | 1.22 7 | 0.10 30 | 5.28 41 | 0.91 3 | 0.64 2 | 0.09 4 | 3.41 162 | 0.88 55 | 2.66 22 | 0.46 8 | 0.02 234 | 0.10 362 | 0.00 1 | 0.00 1 | 0.03 50 | 0.04 87 |
|
| flow |  | 1.07 10 | 0.69 37 | 3.01 26 | 2.02 19 | 0.36 49 | 1.52 19 | 0.04 15 | 2.25 5 | 1.26 14 | 0.80 6 | 0.46 20 | 2.04 116 | 0.99 63 | 5.35 100 | 0.57 19 | 0.00 1 | 0.03 152 | 0.00 1 | 0.01 210 | 0.03 50 | 0.04 87 |
|
| mm1 |  | 1.12 11 | 0.62 17 | 2.88 15 | 1.99 16 | 0.33 40 | 1.31 11 | 0.01 1 | 4.21 16 | 2.56 67 | 1.17 27 | 0.47 22 | 2.11 121 | 0.28 9 | 3.83 58 | 0.54 14 | 0.01 147 | 0.02 111 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| LACA1 |  | 1.12 11 | 0.73 43 | 2.61 8 | 1.25 3 | 0.59 108 | 2.50 45 | 0.45 74 | 4.45 19 | 0.93 4 | 1.64 67 | 0.22 10 | 0.47 28 | 1.78 105 | 4.39 76 | 0.36 2 | 0.00 1 | 0.03 152 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| LACA_dic |  | 1.15 13 | 0.73 43 | 2.51 4 | 2.24 37 | 0.31 24 | 1.89 26 | 0.06 18 | 3.15 12 | 1.02 7 | 1.64 67 | 0.20 9 | 1.79 98 | 1.58 91 | 5.41 101 | 0.42 4 | 0.04 296 | 0.03 152 | 0.00 1 | 0.00 1 | 0.01 1 | 0.00 1 |
|
| mm2 |  | 1.15 13 | 0.62 17 | 2.88 15 | 1.99 16 | 0.33 40 | 1.31 11 | 0.01 1 | 4.81 26 | 2.56 67 | 1.17 27 | 0.47 22 | 2.11 121 | 0.28 9 | 3.83 58 | 0.54 14 | 0.01 147 | 0.02 111 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| DF_test |  | 1.16 15 | 0.75 49 | 2.75 11 | 2.67 94 | 1.02 191 | 1.32 14 | 0.02 10 | 2.28 7 | 2.21 55 | 0.82 8 | 0.99 36 | 1.98 109 | 0.78 46 | 3.72 56 | 0.39 3 | 0.08 359 | 0.04 177 | 0.00 1 | 0.00 1 | 1.25 554 | 0.14 244 |
|
| LACA2 |  | 1.22 16 | 1.14 177 | 4.34 124 | 1.32 4 | 0.20 5 | 3.03 66 | 0.14 39 | 5.79 60 | 1.12 8 | 1.06 21 | 0.67 29 | 0.56 33 | 0.80 50 | 3.67 53 | 0.44 5 | 0.00 1 | 0.03 152 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 9 |
|
| derf |  | 1.23 17 | 0.58 10 | 3.00 24 | 2.94 123 | 0.35 44 | 1.60 21 | 0.09 24 | 4.56 21 | 3.52 125 | 1.15 26 | 0.33 12 | 1.14 58 | 0.25 6 | 4.24 71 | 0.48 10 | 0.01 147 | 0.07 284 | 0.00 1 | 0.25 501 | 0.02 11 | 0.02 22 |
|
| LGCAT |  | 1.26 18 | 0.62 17 | 2.91 20 | 2.64 88 | 0.31 24 | 1.47 17 | 0.01 1 | 2.88 9 | 1.65 33 | 1.31 40 | 0.45 18 | 1.79 98 | 1.38 83 | 5.91 115 | 0.85 68 | 0.10 372 | 0.42 567 | 0.00 1 | 0.00 1 | 0.01 1 | 0.44 435 |
|
| FoundationStereo |  | 1.26 18 | 0.73 43 | 2.84 14 | 2.65 89 | 0.58 105 | 2.31 37 | 0.61 90 | 3.40 14 | 1.57 26 | 1.89 87 | 0.09 4 | 2.61 141 | 2.90 155 | 2.37 17 | 0.60 26 | 0.04 296 | 0.04 177 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 56 |
|
| MonSter++ |  | 1.28 20 | 0.63 22 | 2.88 15 | 2.00 18 | 0.32 29 | 2.14 33 | 0.01 1 | 4.86 31 | 2.56 67 | 1.63 65 | 0.45 18 | 2.17 125 | 1.25 75 | 3.81 57 | 0.84 66 | 0.01 147 | 0.02 111 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 22 |
|
| GeoVLM |  | 1.29 21 | 0.62 17 | 2.88 15 | 2.04 21 | 0.32 29 | 2.13 31 | 0.01 1 | 4.81 26 | 2.57 72 | 1.67 69 | 0.50 25 | 2.09 120 | 1.29 77 | 3.91 61 | 0.85 68 | 0.01 147 | 0.02 111 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| small-0shot |  | 1.30 22 | 0.80 69 | 3.44 57 | 1.62 7 | 0.88 174 | 1.41 15 | 1.95 284 | 3.34 13 | 1.24 12 | 1.25 35 | 4.13 117 | 1.63 83 | 0.34 13 | 3.17 39 | 0.76 52 | 0.02 234 | 0.01 50 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| LiteMatch* |   | 1.32 23 | 0.85 91 | 4.93 156 | 2.28 46 | 0.28 18 | 2.07 30 | 0.03 13 | 4.90 32 | 2.57 72 | 1.39 51 | 0.67 29 | 1.58 81 | 0.52 29 | 3.52 46 | 0.69 42 | 0.01 147 | 0.01 50 | 0.00 1 | 0.00 1 | 0.04 79 | 0.06 135 |
|
| HiDET |  | 1.32 23 | 0.56 6 | 3.12 38 | 2.54 76 | 0.43 75 | 1.92 27 | 0.02 10 | 5.70 52 | 2.72 82 | 1.35 42 | 0.52 26 | 1.27 64 | 0.97 60 | 4.05 64 | 1.19 125 | 0.00 1 | 0.01 50 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 22 |
|
| testmc14 |  | 1.36 25 | 0.57 7 | 3.06 31 | 2.59 84 | 0.35 44 | 3.43 90 | 0.73 102 | 3.49 15 | 1.80 42 | 1.39 51 | 2.52 70 | 2.65 145 | 1.41 85 | 2.18 10 | 0.93 83 | 0.00 1 | 0.02 111 | 0.00 1 | 0.02 255 | 0.03 50 | 0.10 187 |
|
| qqai |  | 1.38 26 | 0.60 15 | 3.39 53 | 2.92 120 | 0.35 44 | 1.60 21 | 0.11 33 | 5.17 35 | 3.33 119 | 1.10 22 | 0.34 13 | 3.06 156 | 0.27 7 | 4.38 75 | 0.57 19 | 0.02 234 | 0.06 255 | 0.00 1 | 0.28 517 | 0.02 11 | 0.03 56 |
|
| LACA3 |  | 1.38 26 | 0.90 113 | 2.71 10 | 1.21 2 | 0.85 169 | 2.34 40 | 1.64 209 | 4.58 22 | 1.22 10 | 1.13 24 | 0.63 28 | 0.64 40 | 0.61 37 | 8.78 219 | 0.31 1 | 0.01 147 | 0.01 50 | 0.00 1 | 0.00 1 | 0.03 50 | 0.00 1 |
|
| PointNet |  | 1.43 28 | 0.63 22 | 3.11 36 | 2.08 24 | 0.29 22 | 2.64 49 | 0.19 51 | 5.26 37 | 3.30 118 | 1.94 88 | 0.68 31 | 2.46 135 | 0.28 9 | 4.68 87 | 0.83 60 | 0.01 147 | 0.09 340 | 0.00 1 | 0.02 255 | 0.02 11 | 0.03 56 |
|
| BridgeDepth_RVC |   | 1.46 29 | 0.72 41 | 2.76 12 | 1.47 6 | 0.75 154 | 4.05 119 | 0.01 1 | 5.97 66 | 1.58 30 | 1.29 38 | 1.19 45 | 1.02 52 | 2.98 158 | 3.52 46 | 0.87 74 | 0.79 575 | 0.08 321 | 0.12 445 | 0.05 335 | 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 30 | 0.65 31 | 3.04 30 | 2.52 72 | 0.79 159 | 3.11 72 | 0.16 45 | 6.26 81 | 1.80 42 | 0.84 9 | 0.10 8 | 1.51 76 | 0.65 42 | 7.44 162 | 0.53 13 | 0.02 234 | 0.09 340 | 0.00 1 | 0.03 282 | 0.03 50 | 0.02 22 |
|
| LGtest1 |  | 1.48 30 | 0.75 49 | 4.03 102 | 2.33 55 | 0.65 124 | 3.02 65 | 0.11 33 | 6.12 76 | 1.51 22 | 1.41 53 | 1.48 51 | 0.65 41 | 0.93 59 | 5.60 104 | 0.81 56 | 0.03 275 | 0.12 397 | 0.00 1 | 0.00 1 | 0.10 180 | 0.04 87 |
|
| depth_test_26 |  | 1.49 32 | 0.71 40 | 3.27 43 | 2.28 46 | 0.49 86 | 1.24 9 | 0.09 24 | 3.12 11 | 2.29 57 | 0.41 1 | 7.44 219 | 2.01 113 | 1.14 70 | 4.48 83 | 0.61 30 | 0.01 147 | 0.05 216 | 0.00 1 | 0.03 282 | 0.03 50 | 0.12 216 |
|
| MSE-Stereo |  | 1.49 32 | 0.75 49 | 3.35 49 | 2.32 52 | 1.32 240 | 3.23 79 | 0.68 94 | 5.27 38 | 2.97 99 | 1.47 56 | 0.87 33 | 1.67 85 | 0.35 14 | 4.46 80 | 0.75 49 | 0.03 275 | 0.15 437 | 0.00 1 | 0.00 1 | 0.06 103 | 0.04 87 |
|
| CSFM-Stereo |  | 1.49 32 | 0.59 12 | 3.11 36 | 2.47 67 | 0.31 24 | 3.07 68 | 0.15 43 | 6.28 87 | 2.36 63 | 2.48 122 | 1.08 41 | 1.50 75 | 1.10 68 | 4.29 74 | 0.89 76 | 0.02 234 | 0.02 111 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 56 |
|
| MLG-Stereo_test1 |  | 1.51 35 | 0.65 31 | 3.00 24 | 2.47 67 | 2.46 362 | 2.84 59 | 0.16 45 | 5.64 50 | 1.77 39 | 0.98 15 | 0.09 4 | 1.53 77 | 0.52 29 | 7.44 162 | 0.56 17 | 0.02 234 | 0.09 340 | 0.00 1 | 0.03 282 | 0.03 50 | 0.02 22 |
|
| MGA |  | 1.52 36 | 0.75 49 | 3.13 39 | 2.32 52 | 1.59 274 | 3.94 111 | 0.86 116 | 4.84 28 | 2.96 98 | 1.47 56 | 1.42 50 | 1.41 71 | 0.19 4 | 4.46 80 | 0.75 49 | 0.03 275 | 0.15 437 | 0.00 1 | 0.00 1 | 0.06 103 | 0.04 87 |
|
| 252Zero-FE |  | 1.52 36 | 0.84 84 | 3.49 63 | 2.85 111 | 0.54 98 | 1.97 29 | 0.08 21 | 6.14 77 | 4.11 138 | 1.76 79 | 3.45 97 | 0.16 1 | 0.27 7 | 3.61 51 | 0.82 58 | 0.01 147 | 0.10 362 | 0.08 397 | 0.04 306 | 0.04 79 | 0.03 56 |
|
| MLG-Stereo_test2 |  | 1.52 36 | 0.64 25 | 2.81 13 | 2.52 72 | 1.79 301 | 2.76 56 | 0.16 45 | 4.70 24 | 1.80 42 | 1.75 77 | 0.08 2 | 3.21 159 | 0.17 3 | 7.28 154 | 0.64 31 | 0.02 234 | 0.11 384 | 0.00 1 | 0.00 1 | 0.04 79 | 0.03 56 |
|
| CAR |  | 1.55 39 | 0.76 55 | 3.35 49 | 2.32 52 | 1.32 240 | 3.23 79 | 0.68 94 | 5.27 38 | 2.97 99 | 2.35 115 | 0.87 33 | 1.67 85 | 0.35 14 | 4.80 89 | 0.84 66 | 0.03 275 | 0.16 448 | 0.00 1 | 0.00 1 | 0.06 103 | 0.04 87 |
|
| MLG-Stereo_test3 |  | 1.57 40 | 0.69 37 | 3.82 87 | 2.19 33 | 1.34 249 | 3.92 110 | 0.25 56 | 5.89 64 | 1.27 16 | 0.91 13 | 1.07 40 | 1.99 112 | 0.64 41 | 6.09 119 | 1.10 111 | 0.03 275 | 0.09 340 | 0.00 1 | 0.00 1 | 0.05 96 | 0.04 87 |
|
| dual_stereo |  | 1.57 40 | 0.64 25 | 2.56 5 | 2.33 55 | 0.47 79 | 2.62 47 | 0.08 21 | 4.85 29 | 1.95 48 | 1.01 18 | 0.69 32 | 1.90 107 | 0.61 37 | 10.34 280 | 0.96 89 | 0.01 147 | 0.20 475 | 0.00 1 | 0.18 450 | 0.01 1 | 0.03 56 |
|
| Pro-Stereo |  | 1.58 42 | 0.49 1 | 3.02 29 | 2.86 112 | 0.49 86 | 5.49 239 | 0.77 108 | 2.05 4 | 1.90 47 | 1.48 58 | 1.19 45 | 1.46 72 | 0.15 1 | 8.09 189 | 1.54 151 | 0.16 405 | 0.03 152 | 0.00 1 | 0.30 529 | 0.04 79 | 0.02 22 |
|
| BridgeDepth |   | 1.59 43 | 0.74 46 | 2.65 9 | 1.86 9 | 0.15 3 | 6.66 328 | 0.05 17 | 5.75 54 | 2.52 65 | 1.38 50 | 0.38 14 | 1.98 109 | 2.79 152 | 4.44 79 | 0.44 5 | 0.00 1 | 0.02 111 | 0.00 1 | 0.00 1 | 0.02 11 | 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 43 | 0.87 97 | 4.31 121 | 2.54 76 | 0.69 132 | 2.76 56 | 0.44 72 | 6.85 106 | 1.57 26 | 1.59 62 | 0.39 16 | 0.39 25 | 0.52 29 | 7.85 179 | 0.82 58 | 0.04 296 | 0.12 397 | 0.00 1 | 0.00 1 | 0.03 50 | 0.02 22 |
|
| LG-Stereo_L1 |  | 1.59 43 | 0.89 104 | 4.07 108 | 2.55 78 | 0.95 188 | 2.93 61 | 0.50 78 | 6.75 101 | 1.54 23 | 1.32 41 | 0.24 11 | 0.50 30 | 0.59 34 | 7.91 180 | 0.85 68 | 0.04 296 | 0.12 397 | 0.01 263 | 0.00 1 | 0.03 50 | 0.02 22 |
|
| Test_v1 |  | 1.60 46 | 0.76 55 | 3.26 42 | 2.18 31 | 1.25 228 | 2.17 34 | 0.16 45 | 7.01 109 | 3.12 106 | 1.44 54 | 2.91 82 | 1.49 74 | 1.02 65 | 4.48 83 | 0.68 38 | 0.01 147 | 0.04 177 | 0.00 1 | 0.00 1 | 0.03 50 | 0.04 87 |
|
| Wavelet-MonSter |  | 1.61 47 | 0.84 84 | 4.03 102 | 2.47 67 | 2.55 368 | 2.93 61 | 0.03 13 | 4.71 25 | 1.40 19 | 1.96 89 | 4.34 125 | 0.34 22 | 0.83 54 | 4.87 92 | 0.90 77 | 0.00 1 | 0.03 152 | 0.02 296 | 0.00 1 | 0.02 11 | 0.03 56 |
|
| over-8 |  | 1.69 48 | 1.25 218 | 3.48 62 | 3.07 138 | 0.32 29 | 4.01 115 | 0.01 1 | 5.22 36 | 1.74 37 | 1.21 32 | 1.34 48 | 1.34 68 | 2.51 142 | 7.71 171 | 0.57 19 | 0.01 147 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 50 | 0.00 1 |
|
| over-9 |  | 1.69 48 | 1.39 269 | 3.63 69 | 2.94 123 | 0.33 40 | 3.77 105 | 0.02 10 | 5.32 43 | 1.78 40 | 1.29 38 | 0.98 35 | 1.27 64 | 2.62 144 | 7.78 176 | 0.66 35 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.04 79 | 0.00 1 |
|
| anonymous |  | 1.69 48 | 1.18 192 | 3.53 64 | 2.59 84 | 0.64 119 | 0.79 3 | 1.14 140 | 2.34 8 | 2.34 62 | 3.20 156 | 6.92 209 | 2.58 140 | 0.61 37 | 4.97 95 | 0.88 75 | 0.02 234 | 0.01 50 | 0.00 1 | 0.00 1 | 0.03 50 | 0.06 135 |
|
| MatchStereo |   | 1.70 51 | 0.88 99 | 3.85 88 | 2.11 26 | 0.14 1 | 2.35 41 | 0.33 64 | 5.87 62 | 4.80 158 | 0.90 12 | 4.35 127 | 0.81 48 | 1.32 78 | 4.93 93 | 1.30 131 | 0.01 147 | 0.05 216 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 9 |
| 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 51 | 0.59 12 | 2.97 23 | 1.86 9 | 0.58 105 | 1.95 28 | 0.09 24 | 6.27 83 | 7.21 235 | 1.23 34 | 1.48 51 | 1.25 63 | 1.34 79 | 6.03 117 | 1.05 109 | 0.00 1 | 0.01 50 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| MonSter |  | 1.74 53 | 0.74 46 | 3.64 71 | 2.27 41 | 1.62 278 | 6.01 296 | 0.13 36 | 6.02 69 | 2.88 94 | 1.35 42 | 2.11 61 | 0.30 15 | 0.36 16 | 6.50 128 | 0.83 60 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 255 | 0.02 11 | 0.02 22 |
|
| monster-pro |  | 1.75 54 | 0.74 46 | 3.64 71 | 2.27 41 | 1.62 278 | 5.99 291 | 0.14 39 | 6.02 69 | 2.87 92 | 1.35 42 | 2.11 61 | 0.30 15 | 0.36 16 | 6.78 141 | 0.83 60 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 255 | 0.02 11 | 0.02 22 |
|
| Monster-pub-eth3d |  | 1.75 54 | 0.75 49 | 3.64 71 | 2.27 41 | 1.62 278 | 6.02 299 | 0.14 39 | 6.02 69 | 2.87 92 | 1.35 42 | 2.11 61 | 0.30 15 | 0.36 16 | 6.59 131 | 0.83 60 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 255 | 0.02 11 | 0.02 22 |
|
| MCSU-Stereo |  | 1.76 56 | 0.54 3 | 3.43 56 | 2.57 82 | 0.32 29 | 3.22 77 | 0.57 85 | 5.56 46 | 3.23 110 | 2.38 117 | 3.86 111 | 3.78 177 | 0.40 22 | 3.99 63 | 1.20 127 | 0.00 1 | 0.02 111 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 56 |
|
| MonStereo |  | 1.76 56 | 0.75 49 | 3.64 71 | 2.27 41 | 1.61 277 | 6.04 300 | 0.14 39 | 6.02 69 | 2.88 94 | 1.35 42 | 2.11 61 | 0.30 15 | 0.36 16 | 6.84 143 | 0.83 60 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 210 | 0.02 11 | 0.02 22 |
|
| GREATEN-IGEV_RVC |   | 1.78 58 | 1.12 171 | 4.60 136 | 2.29 50 | 0.65 124 | 3.08 69 | 0.74 104 | 6.01 68 | 3.02 102 | 2.15 103 | 1.00 37 | 2.13 123 | 0.37 20 | 6.80 142 | 1.47 143 | 0.00 1 | 0.00 1 | 0.03 316 | 0.00 1 | 0.03 50 | 0.08 168 |
|
| over v1 |  | 1.81 59 | 1.37 260 | 3.35 49 | 2.87 113 | 0.31 24 | 4.66 164 | 0.01 1 | 5.35 44 | 2.07 50 | 1.17 27 | 1.50 53 | 1.32 67 | 3.47 178 | 7.94 181 | 0.74 46 | 0.01 147 | 0.01 50 | 0.00 1 | 0.00 1 | 0.03 50 | 0.00 1 |
|
| 4.5_new |  | 1.82 60 | 0.79 65 | 3.44 57 | 2.35 57 | 1.84 304 | 5.69 268 | 1.28 151 | 5.59 48 | 2.60 74 | 3.74 173 | 3.37 92 | 0.43 26 | 0.97 60 | 3.16 37 | 0.98 91 | 0.01 147 | 0.01 50 | 0.00 1 | 0.00 1 | 0.07 128 | 0.16 274 |
|
| 4.5w-stereo |  | 1.83 61 | 0.79 65 | 3.45 60 | 2.35 57 | 1.84 304 | 5.69 268 | 1.29 154 | 5.59 48 | 2.60 74 | 3.75 174 | 3.37 92 | 0.43 26 | 0.97 60 | 3.16 37 | 0.98 91 | 0.01 147 | 0.01 50 | 0.00 1 | 0.00 1 | 0.07 128 | 0.16 274 |
|
| Monster-pub-mixall |  | 1.84 62 | 0.85 91 | 3.45 60 | 2.27 41 | 0.94 187 | 2.43 43 | 0.54 83 | 6.32 88 | 2.65 79 | 3.04 151 | 3.56 98 | 0.38 24 | 0.49 26 | 8.93 229 | 0.74 46 | 0.01 147 | 0.06 255 | 0.00 1 | 0.00 1 | 0.04 79 | 0.04 87 |
|
| over-6 |  | 1.85 63 | 1.26 222 | 3.73 78 | 2.47 67 | 0.35 44 | 2.67 50 | 0.25 56 | 9.42 186 | 2.07 50 | 1.03 19 | 1.50 53 | 1.02 52 | 2.97 156 | 7.54 166 | 0.56 17 | 0.09 364 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.00 1 |
|
| IGEV |   | 1.86 64 | 0.58 10 | 3.90 93 | 2.40 61 | 3.49 431 | 4.20 126 | 0.97 127 | 7.16 114 | 3.22 108 | 2.00 96 | 4.16 119 | 0.26 12 | 0.62 40 | 3.40 41 | 0.65 34 | 0.03 275 | 0.09 340 | 0.00 1 | 0.00 1 | 0.03 50 | 0.02 22 |
|
| SGD-Stereo |  | 1.88 65 | 0.76 55 | 3.80 85 | 2.37 59 | 0.33 40 | 3.48 92 | 0.93 124 | 6.52 93 | 2.22 56 | 3.84 178 | 1.08 41 | 1.78 94 | 1.34 79 | 8.32 195 | 0.70 43 | 0.09 364 | 0.01 50 | 0.00 1 | 0.00 1 | 0.06 103 | 0.03 56 |
|
| GREATEN-IGEV-FM_RVC |   | 1.90 66 | 1.45 289 | 5.03 165 | 2.56 80 | 0.79 159 | 4.83 188 | 0.59 87 | 5.97 66 | 4.88 162 | 2.41 118 | 0.38 14 | 1.65 84 | 0.82 53 | 4.47 82 | 1.84 182 | 0.00 1 | 0.00 1 | 0.00 1 | 0.07 370 | 0.12 197 | 0.11 205 |
|
| GEAStereo |  | 1.94 67 | 0.95 120 | 3.61 67 | 3.84 225 | 0.64 119 | 4.39 138 | 1.50 178 | 8.01 143 | 2.33 60 | 2.24 107 | 2.61 75 | 1.19 60 | 2.25 124 | 3.50 43 | 1.15 120 | 0.01 147 | 0.06 255 | 0.05 351 | 0.00 1 | 0.22 263 | 0.14 244 |
|
| 4.25_new |  | 1.94 67 | 0.81 70 | 3.74 79 | 2.82 104 | 2.69 378 | 4.37 134 | 2.37 318 | 5.76 55 | 2.78 86 | 1.99 93 | 3.60 99 | 0.23 5 | 2.40 135 | 4.13 65 | 0.99 93 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 153 |
|
| 4.5w_new |  | 1.94 67 | 0.81 70 | 3.74 79 | 2.82 104 | 2.69 378 | 4.37 134 | 2.37 318 | 5.76 55 | 2.78 86 | 1.99 93 | 3.60 99 | 0.23 5 | 2.40 135 | 4.13 65 | 0.99 93 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 153 |
|
| 4.25w-stereo |  | 1.94 67 | 0.81 70 | 3.74 79 | 2.82 104 | 2.69 378 | 4.37 134 | 2.37 318 | 5.76 55 | 2.78 86 | 1.99 93 | 3.60 99 | 0.23 5 | 2.40 135 | 4.13 65 | 0.99 93 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 153 |
|
| asda |  | 1.95 71 | 0.81 70 | 4.14 116 | 2.66 92 | 1.93 321 | 3.30 85 | 0.86 116 | 5.92 65 | 3.10 105 | 2.41 118 | 3.10 84 | 0.63 38 | 2.99 159 | 5.57 103 | 1.48 144 | 0.02 234 | 0.01 50 | 0.00 1 | 0.00 1 | 0.07 128 | 0.07 153 |
|
| 4w-stereo |  | 2.03 72 | 0.98 128 | 4.12 114 | 2.31 51 | 1.96 322 | 3.70 103 | 0.61 90 | 6.37 90 | 2.37 64 | 2.10 101 | 4.19 120 | 0.33 20 | 3.33 172 | 7.03 146 | 1.12 114 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 50 | 0.08 168 |
|
| LiteMatch |  | 2.05 73 | 1.75 406 | 2.89 19 | 3.57 199 | 0.63 117 | 2.13 31 | 1.54 190 | 4.85 29 | 2.56 67 | 1.63 65 | 0.47 22 | 2.13 123 | 4.42 218 | 3.83 58 | 7.98 463 | 0.00 1 | 0.04 177 | 0.00 1 | 0.00 1 | 0.29 324 | 0.31 391 |
|
| asd |  | 2.06 74 | 0.78 60 | 3.85 88 | 2.45 64 | 2.18 341 | 3.99 114 | 0.35 65 | 6.94 107 | 2.60 74 | 2.99 148 | 2.79 80 | 0.52 31 | 2.27 129 | 8.33 196 | 0.93 83 | 0.02 234 | 0.01 50 | 0.00 1 | 0.00 1 | 0.07 128 | 0.11 205 |
|
| S2M2_L |  | 2.06 74 | 1.28 228 | 4.05 107 | 3.20 151 | 1.14 216 | 2.31 37 | 0.06 18 | 6.26 81 | 6.67 216 | 1.75 77 | 4.48 134 | 4.47 196 | 0.81 51 | 2.36 16 | 1.52 149 | 0.25 457 | 0.10 362 | 0.03 316 | 0.00 1 | 0.49 439 | 0.03 56 |
| 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 76 | 1.04 143 | 5.75 232 | 2.56 80 | 0.65 124 | 2.75 54 | 1.75 243 | 8.35 161 | 1.65 33 | 2.30 113 | 3.44 96 | 1.73 89 | 3.12 162 | 5.03 97 | 1.14 119 | 0.00 1 | 0.00 1 | 0.00 1 | 0.26 507 | 0.09 156 | 0.11 205 |
|
| Anonymus |   | 2.10 77 | 1.12 171 | 3.31 47 | 3.49 185 | 0.52 95 | 2.37 42 | 0.28 60 | 5.87 62 | 2.72 82 | 2.59 127 | 1.68 57 | 4.85 209 | 1.81 109 | 8.52 202 | 2.63 254 | 0.10 372 | 0.04 177 | 0.00 1 | 0.00 1 | 0.04 79 | 0.13 233 |
|
| 2.5w |  | 2.10 77 | 0.78 60 | 4.30 120 | 2.96 129 | 1.85 307 | 3.22 77 | 2.25 309 | 6.05 74 | 2.69 80 | 1.80 82 | 5.44 178 | 0.23 5 | 2.01 114 | 7.36 158 | 1.01 104 | 0.01 147 | 0.01 50 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 135 |
|
| 2.75w_new |  | 2.10 77 | 0.82 74 | 3.93 96 | 2.18 31 | 1.44 257 | 3.52 96 | 2.30 313 | 5.52 45 | 2.91 97 | 4.14 192 | 3.93 114 | 0.27 13 | 2.38 132 | 6.17 121 | 2.32 229 | 0.01 147 | 0.01 50 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 135 |
|
| GCAP-Stereo-DPT-24K |  | 2.12 80 | 0.85 91 | 4.64 137 | 2.77 102 | 1.97 324 | 3.66 102 | 1.64 209 | 8.33 160 | 3.33 119 | 1.46 55 | 3.30 89 | 0.63 38 | 4.15 207 | 2.05 9 | 0.67 37 | 0.02 234 | 0.17 453 | 0.00 1 | 0.43 572 | 0.26 302 | 2.07 593 |
|
| LG-G_1 |  | 2.14 81 | 0.64 25 | 4.04 104 | 3.18 149 | 0.37 53 | 11.00 420 | 0.60 88 | 6.27 83 | 1.55 24 | 1.28 36 | 1.15 43 | 1.34 68 | 2.14 119 | 8.08 187 | 0.99 93 | 0.04 296 | 0.12 397 | 0.00 1 | 0.00 1 | 0.06 103 | 0.03 56 |
|
| LG-G |  | 2.14 81 | 0.64 25 | 4.04 104 | 3.18 149 | 0.37 53 | 11.00 420 | 0.60 88 | 6.27 83 | 1.55 24 | 1.28 36 | 1.15 43 | 1.34 68 | 2.14 119 | 8.08 187 | 0.99 93 | 0.04 296 | 0.12 397 | 0.00 1 | 0.00 1 | 0.06 103 | 0.03 56 |
|
| aanet-new-28k |  | 2.16 83 | 1.14 177 | 7.58 317 | 2.96 129 | 0.49 86 | 4.51 147 | 1.81 262 | 6.35 89 | 2.32 59 | 1.74 76 | 4.46 132 | 1.54 78 | 4.71 250 | 2.29 13 | 0.81 56 | 0.00 1 | 0.04 177 | 0.00 1 | 0.29 521 | 0.07 128 | 0.08 168 |
|
| GSStereo |  | 2.16 83 | 0.95 120 | 3.61 67 | 4.08 238 | 0.64 119 | 4.39 138 | 1.50 178 | 8.60 168 | 4.56 150 | 2.71 135 | 2.61 75 | 1.86 104 | 2.25 124 | 3.50 43 | 1.15 120 | 0.00 1 | 0.07 284 | 0.00 1 | 0.39 560 | 0.22 263 | 0.15 265 |
|
| GREAT-IGEV |   | 2.18 85 | 1.15 184 | 4.04 104 | 2.89 117 | 0.69 132 | 2.95 63 | 0.20 52 | 5.82 61 | 5.88 197 | 0.92 14 | 5.07 167 | 1.08 55 | 1.46 88 | 9.60 255 | 0.86 73 | 0.00 1 | 0.13 413 | 0.00 1 | 0.24 495 | 0.14 212 | 0.46 442 |
| 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 86 | 0.82 74 | 4.90 154 | 3.27 161 | 2.91 396 | 3.54 99 | 0.70 98 | 5.30 42 | 3.05 104 | 1.73 75 | 3.31 90 | 0.49 29 | 1.60 92 | 10.91 310 | 0.96 89 | 0.03 275 | 0.11 384 | 0.00 1 | 0.23 485 | 0.04 79 | 0.03 56 |
|
| IGEV-Stereo++ |  | 2.20 86 | 0.79 65 | 3.67 76 | 3.72 213 | 3.17 410 | 3.39 87 | 0.10 30 | 8.37 163 | 3.77 130 | 2.11 102 | 4.25 123 | 2.01 113 | 4.78 257 | 2.96 30 | 0.59 24 | 0.01 147 | 0.02 111 | 0.08 397 | 0.00 1 | 0.06 103 | 0.05 119 |
|
| monsters |  | 2.21 88 | 1.25 218 | 4.09 110 | 3.59 201 | 4.35 488 | 2.20 36 | 0.18 50 | 8.31 159 | 2.84 91 | 4.11 190 | 2.86 81 | 0.20 3 | 0.76 45 | 8.41 198 | 0.95 88 | 0.01 147 | 0.01 50 | 0.00 1 | 0.00 1 | 0.02 11 | 0.01 9 |
|
| DEFOM-Stereo |  | 2.21 88 | 0.88 99 | 3.63 69 | 3.42 175 | 0.89 177 | 13.14 461 | 0.83 113 | 4.68 23 | 1.96 49 | 2.72 137 | 1.66 56 | 0.59 34 | 0.54 32 | 8.53 203 | 0.68 38 | 0.00 1 | 0.01 50 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| aanet-new-34k |  | 2.22 90 | 1.33 247 | 6.99 291 | 2.55 78 | 0.37 53 | 2.69 51 | 1.58 197 | 8.25 156 | 2.14 53 | 1.11 23 | 5.28 171 | 2.45 134 | 6.42 335 | 2.04 8 | 0.80 53 | 0.00 1 | 0.08 321 | 0.03 316 | 0.02 255 | 0.07 128 | 0.20 315 |
|
| aanet-new-16k |  | 2.22 90 | 1.02 137 | 5.90 238 | 3.73 214 | 0.42 68 | 3.84 108 | 1.65 211 | 7.64 131 | 2.53 66 | 1.54 60 | 4.47 133 | 2.61 141 | 4.68 244 | 2.97 31 | 1.19 125 | 0.00 1 | 0.04 177 | 0.00 1 | 0.03 282 | 0.07 128 | 0.10 187 |
|
| 3.25w_new |  | 2.24 92 | 0.88 99 | 3.97 98 | 2.28 46 | 1.34 249 | 6.00 293 | 1.19 143 | 6.56 94 | 3.26 114 | 3.90 181 | 3.77 106 | 0.62 35 | 2.46 139 | 7.46 165 | 0.99 93 | 0.00 1 | 0.01 50 | 0.00 1 | 0.00 1 | 0.06 103 | 0.06 135 |
|
| 3.25w |  | 2.24 92 | 0.88 99 | 3.97 98 | 2.28 46 | 1.34 249 | 6.01 296 | 1.19 143 | 6.56 94 | 3.26 114 | 3.90 181 | 3.77 106 | 0.62 35 | 2.46 139 | 7.44 162 | 0.99 93 | 0.00 1 | 0.01 50 | 0.00 1 | 0.00 1 | 0.06 103 | 0.06 135 |
|
| aanet-new-40k |  | 2.30 94 | 1.29 232 | 8.15 351 | 2.62 87 | 2.23 344 | 5.47 238 | 1.80 258 | 6.79 103 | 1.59 31 | 1.14 25 | 4.71 145 | 1.12 57 | 5.55 292 | 2.35 15 | 0.85 68 | 0.00 1 | 0.06 255 | 0.02 296 | 0.04 306 | 0.04 79 | 0.18 293 |
|
| aanet-new-24k |  | 2.30 94 | 1.22 204 | 5.12 170 | 2.70 96 | 1.53 268 | 5.69 268 | 1.70 221 | 6.27 83 | 1.48 21 | 2.45 121 | 5.91 191 | 2.25 128 | 4.48 228 | 3.69 54 | 1.10 111 | 0.00 1 | 0.03 152 | 0.01 263 | 0.25 501 | 0.11 191 | 0.02 22 |
|
| aanet-new-12k |  | 2.30 94 | 0.79 65 | 8.45 368 | 4.28 265 | 0.45 77 | 4.57 152 | 1.75 243 | 8.28 158 | 2.63 78 | 2.70 134 | 1.35 49 | 1.74 90 | 4.57 237 | 3.03 32 | 1.10 111 | 0.01 147 | 0.03 152 | 0.07 386 | 0.01 210 | 0.12 197 | 0.06 135 |
|
| qwe |  | 2.30 94 | 0.82 74 | 3.76 83 | 2.60 86 | 2.75 384 | 4.59 156 | 0.28 60 | 6.62 97 | 2.90 96 | 4.62 205 | 4.62 141 | 0.55 32 | 0.89 56 | 8.78 219 | 2.09 211 | 0.00 1 | 0.01 50 | 0.00 1 | 0.00 1 | 0.07 128 | 0.14 244 |
|
| StereoAnything_RVC |  | 2.31 98 | 11.20 653 | 4.65 138 | 2.23 35 | 0.14 1 | 1.49 18 | 0.17 49 | 4.50 20 | 1.24 12 | 1.03 19 | 0.06 1 | 0.20 3 | 3.60 188 | 8.05 185 | 0.59 24 | 0.02 234 | 0.11 384 | 0.00 1 | 0.00 1 | 6.97 655 | 0.03 56 |
|
| aanet-new-32k |  | 2.32 99 | 1.33 247 | 5.55 216 | 2.88 114 | 1.83 302 | 5.87 284 | 1.73 236 | 7.45 122 | 1.37 17 | 1.71 72 | 4.22 121 | 2.66 146 | 6.13 319 | 2.81 26 | 0.64 31 | 0.00 1 | 0.12 397 | 0.00 1 | 0.00 1 | 0.08 145 | 0.09 175 |
|
| aanet-new-30k |  | 2.32 99 | 1.33 247 | 5.55 216 | 2.88 114 | 1.83 302 | 5.87 284 | 1.73 236 | 7.45 122 | 1.37 17 | 1.71 72 | 4.22 121 | 2.66 146 | 6.13 319 | 2.81 26 | 0.64 31 | 0.00 1 | 0.12 397 | 0.00 1 | 0.00 1 | 0.08 145 | 0.09 175 |
|
| 3.75w |  | 2.32 99 | 0.89 104 | 3.85 88 | 2.45 64 | 3.23 415 | 8.15 367 | 1.42 168 | 5.77 58 | 2.79 89 | 2.60 128 | 4.64 142 | 0.31 19 | 2.77 151 | 6.56 130 | 0.94 85 | 0.00 1 | 0.01 50 | 0.00 1 | 0.00 1 | 0.06 103 | 0.05 119 |
|
| RAStereo |  | 2.32 99 | 1.08 156 | 6.36 261 | 3.73 214 | 1.39 256 | 1.81 25 | 0.12 35 | 7.70 133 | 7.44 243 | 2.27 110 | 3.94 115 | 3.43 163 | 0.81 51 | 3.55 49 | 2.47 242 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 324 | 0.07 153 |
|
| 2.25w |  | 2.37 103 | 0.87 97 | 4.69 141 | 2.52 72 | 1.76 296 | 3.53 97 | 0.41 68 | 6.10 75 | 2.56 67 | 3.93 185 | 6.70 201 | 0.35 23 | 2.47 141 | 8.53 203 | 2.97 275 | 0.00 1 | 0.01 50 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| 2w_stereo |  | 2.37 103 | 0.83 78 | 4.12 114 | 2.73 97 | 1.22 226 | 4.67 165 | 3.90 398 | 6.98 108 | 3.62 126 | 3.48 165 | 5.01 162 | 0.24 9 | 4.36 214 | 4.43 78 | 1.70 170 | 0.00 1 | 0.01 50 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 56 |
|
| WQFJA1++ |  | 2.38 105 | 0.59 12 | 4.21 119 | 2.66 92 | 1.85 307 | 2.47 44 | 0.29 63 | 7.02 110 | 2.10 52 | 3.41 164 | 2.43 69 | 0.68 43 | 1.63 95 | 7.27 153 | 1.00 101 | 0.01 147 | 0.05 216 | 0.01 263 | 0.01 210 | 9.83 671 | 0.09 175 |
|
| DispViT+ |  | 2.39 106 | 0.66 33 | 3.18 40 | 1.32 4 | 5.13 535 | 2.80 58 | 0.09 24 | 12.73 268 | 6.26 206 | 1.59 62 | 1.01 39 | 0.71 44 | 1.06 67 | 9.26 244 | 1.35 136 | 0.62 552 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 50 | 0.02 22 |
|
| gasm-f |  | 2.39 106 | 0.96 125 | 3.77 84 | 3.84 225 | 0.50 89 | 4.50 145 | 2.54 334 | 8.01 143 | 2.33 60 | 2.24 107 | 5.92 192 | 1.19 60 | 4.05 202 | 6.12 120 | 1.31 133 | 0.01 147 | 0.06 255 | 0.05 351 | 0.00 1 | 0.25 291 | 0.14 244 |
|
| aanet-new-22k |  | 2.41 108 | 1.25 218 | 5.47 206 | 3.25 157 | 0.40 60 | 4.44 142 | 2.00 288 | 8.36 162 | 5.01 166 | 1.72 74 | 4.75 147 | 1.55 79 | 4.99 268 | 3.65 52 | 1.01 104 | 0.00 1 | 0.07 284 | 0.01 263 | 0.03 282 | 0.09 156 | 0.10 187 |
|
| monsterstereo |  | 2.41 108 | 0.98 128 | 4.33 122 | 4.12 243 | 4.48 494 | 1.80 23 | 0.08 21 | 5.78 59 | 5.21 179 | 3.36 160 | 7.40 218 | 0.25 10 | 0.37 20 | 8.92 228 | 1.00 101 | 0.01 147 | 0.01 50 | 0.00 1 | 0.00 1 | 0.02 11 | 0.01 9 |
|
| aanet-new-90k |  | 2.42 110 | 1.26 222 | 9.16 418 | 2.92 120 | 1.53 268 | 3.13 73 | 1.43 170 | 6.60 96 | 1.73 36 | 0.84 9 | 3.32 91 | 0.91 51 | 5.09 275 | 9.29 246 | 0.80 53 | 0.00 1 | 0.05 216 | 0.00 1 | 0.00 1 | 0.05 96 | 0.25 360 |
|
| LG-Stereo |  | 2.43 111 | 1.44 287 | 7.64 322 | 3.73 214 | 0.82 166 | 3.64 101 | 1.24 148 | 6.41 92 | 5.30 182 | 1.97 90 | 7.31 214 | 0.84 49 | 0.74 43 | 4.85 90 | 2.21 224 | 0.05 323 | 0.04 177 | 0.01 263 | 0.03 282 | 0.33 363 | 0.10 187 |
|
| aanet-32k-new |  | 2.45 112 | 1.49 307 | 5.53 212 | 2.99 132 | 1.32 240 | 5.09 215 | 1.83 264 | 5.66 51 | 1.61 32 | 1.21 32 | 4.15 118 | 2.17 125 | 6.08 317 | 8.40 197 | 1.04 106 | 0.01 147 | 0.07 284 | 0.00 1 | 0.00 1 | 0.10 180 | 0.21 327 |
|
| GCAP-Stereo-DPT-25K |  | 2.45 112 | 0.84 84 | 4.09 110 | 2.41 62 | 1.89 315 | 3.98 113 | 1.61 204 | 11.16 235 | 5.53 190 | 2.00 96 | 4.92 159 | 2.56 139 | 3.54 183 | 2.27 12 | 0.68 38 | 0.02 234 | 0.17 453 | 0.00 1 | 0.43 572 | 0.12 197 | 0.81 508 |
|
| 111111 |  | 2.45 112 | 1.01 135 | 3.89 92 | 3.60 202 | 4.13 468 | 3.49 95 | 0.23 55 | 8.63 171 | 3.25 111 | 2.15 103 | 4.26 124 | 2.29 130 | 2.03 115 | 8.86 227 | 0.94 85 | 0.01 147 | 0.02 111 | 0.08 397 | 0.00 1 | 0.14 212 | 0.04 87 |
|
| PhaseNet |  | 2.46 115 | 1.14 177 | 3.75 82 | 3.35 169 | 0.92 185 | 5.85 279 | 0.43 71 | 7.96 142 | 3.27 116 | 2.28 111 | 2.35 66 | 6.22 246 | 1.10 68 | 6.36 124 | 3.43 309 | 0.15 402 | 0.09 340 | 0.00 1 | 0.00 1 | 0.06 103 | 0.42 428 |
|
| 3.5w_stereo |  | 2.46 115 | 1.21 202 | 4.40 129 | 2.23 35 | 1.53 268 | 6.00 293 | 1.12 137 | 6.82 104 | 2.60 74 | 3.48 165 | 4.35 127 | 0.33 20 | 2.08 118 | 9.99 272 | 3.03 282 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 1 | 0.06 135 |
|
| aanet-new-78k |  | 2.47 117 | 1.27 225 | 10.18 468 | 3.08 140 | 0.28 18 | 2.19 35 | 1.35 163 | 6.66 99 | 1.44 20 | 1.58 61 | 4.08 116 | 1.02 52 | 6.47 337 | 8.61 206 | 0.83 60 | 0.00 1 | 0.04 177 | 0.00 1 | 0.00 1 | 0.03 50 | 0.22 335 |
|
| aanet-new-36k |  | 2.47 117 | 1.13 174 | 5.18 178 | 2.94 123 | 0.28 18 | 5.32 229 | 1.22 146 | 7.53 125 | 2.20 54 | 1.37 49 | 4.35 127 | 1.56 80 | 6.50 340 | 8.66 214 | 0.91 80 | 0.00 1 | 0.07 284 | 0.02 296 | 0.00 1 | 0.03 50 | 0.14 244 |
|
| aanet-new-70k |  | 2.48 119 | 1.18 192 | 8.17 355 | 2.76 101 | 0.62 115 | 4.98 200 | 1.52 185 | 6.84 105 | 1.57 26 | 1.69 70 | 3.83 110 | 0.84 49 | 5.29 285 | 8.97 232 | 1.12 114 | 0.00 1 | 0.02 111 | 0.00 1 | 0.00 1 | 0.03 50 | 0.11 205 |
|
| 3w_stereo |  | 2.49 120 | 0.84 84 | 5.43 199 | 2.46 66 | 0.46 78 | 5.44 236 | 6.54 497 | 7.07 111 | 3.41 123 | 3.30 158 | 4.77 151 | 0.28 14 | 4.24 211 | 4.24 71 | 1.30 131 | 0.00 1 | 0.01 50 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 153 |
|
| GCAP-Stereo-DPT-22K |  | 2.52 121 | 0.89 104 | 4.37 126 | 3.28 162 | 3.42 424 | 3.39 87 | 1.45 171 | 7.88 138 | 3.22 108 | 2.29 112 | 7.74 223 | 3.46 164 | 5.13 276 | 2.00 7 | 0.75 49 | 0.02 234 | 0.30 539 | 0.00 1 | 0.43 572 | 0.11 191 | 0.27 370 |
|
| fffft |  | 2.58 122 | 0.86 94 | 5.15 175 | 3.15 146 | 1.32 240 | 4.44 142 | 4.17 409 | 8.04 146 | 3.29 117 | 3.03 150 | 2.20 65 | 1.88 106 | 1.45 87 | 10.41 283 | 1.80 177 | 0.00 1 | 0.04 177 | 0.00 1 | 0.00 1 | 0.31 345 | 0.10 187 |
| 1: 1. 1 |
| AIO_test |  | 2.59 123 | 0.89 104 | 4.07 108 | 3.70 211 | 2.35 355 | 5.35 231 | 2.39 322 | 8.10 149 | 4.33 144 | 1.35 42 | 4.60 138 | 4.27 190 | 1.35 81 | 7.29 156 | 0.71 45 | 0.76 569 | 0.07 284 | 0.00 1 | 0.09 395 | 0.06 103 | 0.03 56 |
|
| Replicate-Monster |  | 2.63 124 | 3.33 545 | 11.97 504 | 2.38 60 | 1.08 204 | 3.13 73 | 0.44 72 | 6.76 102 | 4.42 148 | 3.79 175 | 1.30 47 | 0.66 42 | 1.15 71 | 8.78 219 | 0.48 10 | 0.01 147 | 0.08 321 | 0.00 1 | 0.00 1 | 0.26 302 | 2.68 609 |
|
| TS12 |  | 2.64 125 | 0.78 60 | 3.08 34 | 2.06 22 | 0.32 29 | 6.38 316 | 0.20 52 | 8.17 152 | 4.25 142 | 2.93 143 | 10.46 267 | 1.46 72 | 3.07 160 | 7.82 177 | 1.77 175 | 0.01 147 | 0.01 50 | 0.00 1 | 0.00 1 | 0.04 79 | 0.02 22 |
|
| aanet-new-60k |  | 2.64 125 | 1.31 240 | 9.62 437 | 2.69 95 | 0.91 182 | 6.94 339 | 1.66 212 | 6.67 100 | 1.57 26 | 1.53 59 | 3.90 113 | 2.64 144 | 3.38 174 | 8.81 224 | 0.90 77 | 0.00 1 | 0.07 284 | 0.01 263 | 0.01 210 | 0.04 79 | 0.20 315 |
|
| GIP-stereo |  | 2.66 127 | 1.00 134 | 4.00 100 | 4.99 319 | 3.41 422 | 3.38 86 | 0.77 108 | 8.73 176 | 5.69 196 | 2.08 100 | 5.38 172 | 4.13 186 | 3.21 164 | 5.21 99 | 1.05 109 | 0.01 147 | 0.06 255 | 0.00 1 | 0.00 1 | 0.07 128 | 0.04 87 |
|
| aanet-new-10k |  | 2.69 128 | 1.23 209 | 9.26 420 | 4.00 233 | 0.52 95 | 8.39 372 | 1.89 274 | 7.92 140 | 1.69 35 | 2.89 142 | 2.99 83 | 2.76 149 | 5.48 289 | 3.07 34 | 1.35 136 | 0.00 1 | 0.11 384 | 0.05 351 | 0.04 306 | 0.09 156 | 0.04 87 |
|
| Foundation-i1c-attn |  | 2.71 129 | 0.60 15 | 3.06 31 | 2.24 37 | 0.51 91 | 5.22 221 | 4.50 420 | 8.99 181 | 3.66 128 | 3.62 170 | 3.42 94 | 5.81 235 | 4.90 261 | 6.67 137 | 0.91 80 | 0.02 234 | 0.09 340 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 135 |
|
| Zero-FE251 |  | 2.73 130 | 1.57 344 | 5.05 166 | 4.17 246 | 1.92 320 | 7.26 347 | 0.75 105 | 7.75 136 | 3.01 101 | 4.88 218 | 2.40 67 | 5.44 226 | 4.17 208 | 4.39 76 | 1.31 133 | 0.27 464 | 0.06 255 | 0.04 340 | 0.03 282 | 0.03 50 | 0.12 216 |
|
| MaDis-Stereo |  | 2.73 130 | 1.56 340 | 6.21 259 | 2.96 129 | 2.45 361 | 1.80 23 | 0.28 60 | 7.43 121 | 5.07 172 | 2.57 124 | 3.43 95 | 7.13 273 | 4.71 250 | 5.74 109 | 2.91 272 | 0.00 1 | 0.05 216 | 0.00 1 | 0.00 1 | 0.15 220 | 0.12 216 |
|
| GCAP-Stereo-cres-4k |  | 2.74 132 | 1.02 137 | 5.23 181 | 4.54 286 | 2.61 371 | 9.27 385 | 1.75 243 | 7.23 117 | 3.64 127 | 1.98 92 | 5.02 163 | 2.28 129 | 5.13 276 | 3.57 50 | 1.16 124 | 0.00 1 | 0.13 413 | 0.00 1 | 0.02 255 | 0.05 96 | 0.13 233 |
|
| HUF |  | 2.75 133 | 1.32 244 | 5.28 185 | 2.83 107 | 0.55 100 | 5.23 223 | 2.19 300 | 8.97 179 | 4.23 141 | 1.97 90 | 4.39 130 | 5.03 212 | 2.64 145 | 6.86 144 | 1.44 142 | 0.73 566 | 0.63 608 | 0.09 409 | 0.00 1 | 0.17 242 | 0.44 435 |
|
| LG-Stereo_Zeroshot |  | 2.77 134 | 0.90 113 | 5.49 208 | 4.91 315 | 1.75 295 | 3.75 104 | 0.85 115 | 7.14 113 | 3.33 119 | 3.51 168 | 10.67 271 | 2.03 115 | 5.26 284 | 3.11 35 | 1.80 177 | 0.00 1 | 0.06 255 | 0.00 1 | 0.19 463 | 0.43 407 | 0.19 310 |
|
| IGEV-Stereo+ |  | 2.77 134 | 0.92 116 | 4.09 110 | 3.14 145 | 4.62 505 | 2.57 46 | 0.70 98 | 4.34 18 | 2.29 57 | 1.76 79 | 0.59 27 | 0.77 47 | 3.49 181 | 8.65 212 | 0.68 38 | 0.03 275 | 0.10 362 | 0.00 1 | 0.24 495 | 5.77 649 | 10.68 688 |
|
| gcap_with_dpt |  | 2.78 136 | 0.83 78 | 5.55 216 | 3.02 135 | 4.35 488 | 5.14 218 | 1.31 155 | 7.11 112 | 4.14 139 | 5.93 237 | 11.93 292 | 2.05 119 | 0.57 33 | 2.55 19 | 0.80 53 | 0.00 1 | 0.08 321 | 0.01 263 | 0.09 395 | 0.11 191 | 0.05 119 |
|
| GCAP-Stereo-DPT-cres |  | 2.79 137 | 0.82 74 | 4.94 157 | 2.88 114 | 4.51 500 | 7.85 361 | 1.68 216 | 7.92 140 | 2.72 82 | 2.50 123 | 5.74 190 | 3.82 180 | 6.75 353 | 2.59 20 | 0.94 85 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 191 | 0.03 56 |
|
| AIO_rvc |  | 2.81 138 | 1.10 164 | 4.88 152 | 3.63 205 | 2.59 370 | 5.36 232 | 1.85 267 | 8.21 155 | 4.37 146 | 1.60 64 | 4.74 146 | 4.74 205 | 1.16 72 | 10.10 275 | 1.13 118 | 0.47 523 | 0.04 177 | 0.00 1 | 0.04 306 | 0.15 220 | 0.12 216 |
|
| SMoEStereo_RVC |  | 2.81 138 | 1.07 153 | 5.08 168 | 3.86 228 | 0.60 112 | 6.39 317 | 1.91 276 | 7.82 137 | 3.79 131 | 3.87 180 | 3.69 105 | 2.78 150 | 2.25 124 | 10.60 290 | 1.99 199 | 0.00 1 | 0.02 111 | 0.03 316 | 0.00 1 | 0.25 291 | 0.17 283 |
|
| mms |  | 2.86 140 | 1.38 266 | 5.26 183 | 3.68 208 | 1.84 304 | 4.23 128 | 4.01 401 | 8.01 143 | 4.29 143 | 2.43 120 | 5.53 186 | 3.05 154 | 1.35 81 | 9.22 241 | 2.06 207 | 0.00 1 | 0.06 255 | 0.00 1 | 0.00 1 | 0.36 376 | 0.44 435 |
|
| aanet-new-8k |  | 2.87 141 | 1.08 156 | 5.00 164 | 3.55 192 | 0.36 49 | 5.96 289 | 1.77 253 | 9.42 186 | 4.81 159 | 2.01 98 | 3.89 112 | 1.30 66 | 6.79 356 | 9.92 268 | 1.42 141 | 0.01 147 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 145 | 0.04 87 |
|
| gcap-zeroshot |  | 2.89 142 | 0.89 104 | 5.46 203 | 2.84 108 | 4.48 494 | 4.56 149 | 1.32 158 | 8.66 172 | 7.60 244 | 5.67 232 | 10.03 254 | 1.78 94 | 0.45 24 | 2.69 23 | 1.04 106 | 0.00 1 | 0.07 284 | 0.00 1 | 0.06 358 | 0.10 180 | 0.04 87 |
|
| UniTT-Stereo |  | 2.89 142 | 0.90 113 | 6.74 275 | 4.08 238 | 2.42 358 | 2.63 48 | 0.42 69 | 5.57 47 | 4.88 162 | 5.36 228 | 7.63 221 | 1.09 56 | 1.47 89 | 8.80 223 | 5.11 385 | 0.03 275 | 0.07 284 | 0.00 1 | 0.01 210 | 0.48 430 | 0.11 205 |
|
| testlalala |  | 2.89 142 | 0.89 104 | 5.46 203 | 2.84 108 | 4.48 494 | 4.56 149 | 1.32 158 | 8.66 172 | 7.60 244 | 5.67 232 | 10.03 254 | 1.78 94 | 0.45 24 | 2.69 23 | 1.04 106 | 0.00 1 | 0.07 284 | 0.00 1 | 0.06 358 | 0.10 180 | 0.04 87 |
|
| 1w_stereo |  | 2.90 145 | 0.72 41 | 3.59 66 | 3.30 165 | 2.15 339 | 4.37 134 | 6.74 506 | 6.40 91 | 5.23 180 | 2.83 141 | 7.30 213 | 0.25 10 | 4.36 214 | 8.30 194 | 2.44 240 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| ours_stereo |  | 2.91 146 | 1.34 252 | 5.14 172 | 3.67 206 | 1.49 264 | 3.87 109 | 2.80 349 | 8.10 149 | 6.28 207 | 2.15 103 | 5.66 188 | 3.98 182 | 1.84 111 | 9.38 248 | 1.77 175 | 0.00 1 | 0.02 111 | 0.00 1 | 0.00 1 | 0.32 355 | 0.34 401 |
|
| AIO-Stereo |   | 2.91 146 | 1.19 197 | 5.14 172 | 4.15 245 | 0.79 159 | 4.67 165 | 1.76 249 | 9.59 194 | 5.19 178 | 2.66 133 | 4.76 150 | 5.40 225 | 0.78 46 | 10.30 279 | 1.23 129 | 0.00 1 | 0.06 255 | 0.00 1 | 0.36 550 | 0.09 156 | 0.15 265 |
|
| aanet-new-14k |  | 2.92 148 | 0.98 128 | 7.97 339 | 3.81 222 | 0.32 29 | 4.39 138 | 1.76 249 | 10.49 219 | 9.76 289 | 2.98 147 | 4.82 155 | 0.62 35 | 6.72 348 | 2.51 18 | 1.21 128 | 0.00 1 | 0.02 111 | 0.01 263 | 0.00 1 | 0.08 145 | 0.03 56 |
|
| Foundation-i1b |  | 2.92 148 | 0.62 17 | 3.27 43 | 2.10 25 | 0.80 163 | 6.05 301 | 4.79 431 | 9.72 200 | 3.49 124 | 4.53 202 | 3.28 88 | 6.44 256 | 5.47 288 | 6.76 140 | 0.92 82 | 0.02 234 | 0.09 340 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 56 |
|
| EGLCR-Stereo |  | 2.92 148 | 1.06 146 | 5.28 185 | 3.38 172 | 0.55 100 | 4.59 156 | 0.66 92 | 10.43 218 | 4.81 159 | 3.30 158 | 3.23 87 | 7.93 294 | 1.71 101 | 9.22 241 | 1.62 161 | 0.05 323 | 0.12 397 | 0.00 1 | 0.00 1 | 0.23 278 | 0.16 274 |
|
| Foundation-i1a |  | 2.94 151 | 0.64 25 | 3.21 41 | 2.24 37 | 0.39 59 | 5.32 229 | 3.99 399 | 9.68 196 | 3.94 136 | 5.17 224 | 3.16 86 | 6.62 260 | 5.95 312 | 7.03 146 | 1.32 135 | 0.02 234 | 0.10 362 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 135 |
|
| GEAR-Net |  | 2.97 152 | 1.14 177 | 5.16 176 | 5.41 371 | 0.47 79 | 4.63 161 | 1.70 221 | 9.96 206 | 4.75 155 | 2.58 125 | 6.27 196 | 4.35 192 | 4.45 227 | 4.96 94 | 3.06 286 | 0.00 1 | 0.09 340 | 0.00 1 | 0.08 379 | 0.24 285 | 0.18 293 |
|
| GELT-Stereo |  | 2.97 152 | 1.18 192 | 4.44 131 | 3.22 155 | 4.16 470 | 2.32 39 | 0.91 122 | 16.08 351 | 5.64 193 | 5.33 227 | 2.41 68 | 3.34 161 | 2.85 154 | 5.84 112 | 1.67 166 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.04 79 | 0.05 119 |
|
| IGEV++ |  | 2.98 154 | 1.27 225 | 5.17 177 | 5.41 371 | 0.47 79 | 4.63 161 | 1.71 234 | 9.97 207 | 4.75 155 | 2.58 125 | 6.27 196 | 4.35 192 | 4.44 223 | 4.98 96 | 3.05 285 | 0.00 1 | 0.07 284 | 0.00 1 | 0.08 379 | 0.24 285 | 0.18 293 |
|
| IGEV-RUCA |  | 3.00 155 | 1.12 171 | 4.51 133 | 4.78 303 | 2.30 350 | 6.18 304 | 1.80 258 | 7.24 119 | 4.79 157 | 2.63 132 | 4.91 157 | 4.06 183 | 2.44 138 | 9.70 260 | 1.50 147 | 0.14 393 | 0.26 524 | 0.21 500 | 0.29 521 | 0.74 513 | 0.35 407 |
|
| zero-FE |  | 3.01 156 | 1.06 146 | 4.57 135 | 4.18 250 | 4.04 463 | 3.24 81 | 1.51 182 | 6.17 79 | 1.87 46 | 1.00 16 | 2.52 70 | 1.72 88 | 4.92 262 | 6.19 122 | 2.77 262 | 0.27 464 | 0.10 362 | 0.00 1 | 0.05 335 | 13.94 688 | 0.09 175 |
|
| MSCF |  | 3.01 156 | 1.87 433 | 5.23 181 | 3.98 232 | 0.70 134 | 5.42 235 | 1.48 173 | 8.59 165 | 4.59 153 | 5.05 221 | 6.40 198 | 1.76 93 | 7.07 360 | 5.69 107 | 1.36 138 | 0.00 1 | 0.02 111 | 0.00 1 | 0.63 597 | 0.16 231 | 0.24 353 |
|
| GCAP-Stereo-DPT-5K |  | 3.02 158 | 0.89 104 | 5.34 190 | 2.90 118 | 4.48 494 | 4.69 168 | 1.34 161 | 8.59 165 | 8.81 272 | 5.94 239 | 10.70 273 | 1.84 102 | 0.51 27 | 2.94 28 | 1.12 114 | 0.00 1 | 0.07 284 | 0.00 1 | 0.04 306 | 0.09 156 | 0.04 87 |
|
| test_for_model |  | 3.02 158 | 0.89 104 | 5.34 190 | 2.90 118 | 4.48 494 | 4.69 168 | 1.34 161 | 8.59 165 | 8.81 272 | 5.94 239 | 10.70 273 | 1.84 102 | 0.51 27 | 2.94 28 | 1.12 114 | 0.00 1 | 0.07 284 | 0.00 1 | 0.04 306 | 0.09 156 | 0.04 87 |
|
| BStereo |   | 3.05 160 | 1.51 316 | 15.51 563 | 2.95 126 | 1.03 193 | 5.97 290 | 3.41 376 | 6.02 69 | 5.56 191 | 2.75 139 | 1.76 59 | 2.49 137 | 0.78 46 | 7.72 172 | 3.07 287 | 0.01 147 | 0.03 152 | 0.04 340 | 0.09 395 | 0.09 156 | 0.17 283 |
|
| GCAP-Stereo-DPT-2K |  | 3.06 161 | 0.86 94 | 5.37 194 | 2.84 108 | 4.43 492 | 4.03 117 | 1.27 150 | 7.50 124 | 7.27 240 | 6.46 247 | 12.28 298 | 2.19 127 | 0.60 35 | 4.86 91 | 0.90 77 | 0.00 1 | 0.07 284 | 0.00 1 | 0.08 379 | 0.09 156 | 0.05 119 |
|
| Selective-IGEV-i32 |  | 3.06 161 | 1.11 167 | 4.98 158 | 3.56 193 | 1.63 281 | 4.72 172 | 2.15 299 | 10.74 230 | 4.55 149 | 2.94 145 | 4.60 138 | 5.53 228 | 1.78 105 | 10.82 305 | 1.69 167 | 0.00 1 | 0.01 50 | 0.00 1 | 0.14 431 | 0.06 103 | 0.13 233 |
|
| Selective-IGEV |  | 3.06 161 | 1.11 167 | 4.98 158 | 3.56 193 | 1.66 283 | 4.73 173 | 2.14 298 | 10.73 229 | 4.56 150 | 2.93 143 | 4.60 138 | 5.54 229 | 1.77 104 | 10.82 305 | 1.69 167 | 0.00 1 | 0.01 50 | 0.00 1 | 0.14 431 | 0.06 103 | 0.13 233 |
|
| RSM++ |  | 3.08 164 | 1.04 143 | 5.27 184 | 4.25 261 | 0.50 89 | 5.04 211 | 2.63 339 | 10.11 209 | 4.34 145 | 3.16 154 | 4.66 143 | 6.73 262 | 1.87 113 | 9.96 270 | 1.69 167 | 0.00 1 | 0.00 1 | 0.01 263 | 0.18 450 | 0.14 212 | 0.10 187 |
|
| aanet-new |  | 3.09 165 | 1.23 209 | 5.57 221 | 4.01 234 | 2.64 376 | 10.34 397 | 1.80 258 | 7.22 116 | 1.74 37 | 1.88 86 | 5.05 166 | 2.33 131 | 7.68 372 | 9.12 239 | 0.99 93 | 0.01 147 | 0.07 284 | 0.00 1 | 0.00 1 | 0.05 96 | 0.05 119 |
|
| RSM |  | 3.10 166 | 0.98 128 | 4.86 151 | 4.17 246 | 1.08 204 | 4.76 181 | 1.83 264 | 10.14 210 | 4.21 140 | 3.38 162 | 4.34 125 | 7.82 290 | 1.75 103 | 10.69 294 | 1.64 164 | 0.00 1 | 0.03 152 | 0.00 1 | 0.18 450 | 0.13 206 | 0.07 153 |
|
| VIP-Stereo |  | 3.13 167 | 1.39 269 | 4.85 150 | 3.02 135 | 4.34 486 | 15.03 502 | 1.76 249 | 5.70 52 | 3.66 128 | 1.87 85 | 5.38 172 | 2.42 133 | 1.84 111 | 9.45 249 | 1.65 165 | 0.00 1 | 0.08 321 | 0.00 1 | 0.00 1 | 0.06 103 | 0.13 233 |
|
| FlowAnything_test |  | 3.13 167 | 1.42 277 | 6.59 267 | 8.69 551 | 1.35 252 | 8.70 375 | 2.51 329 | 7.60 130 | 3.03 103 | 4.10 189 | 2.67 78 | 3.52 171 | 0.75 44 | 5.86 114 | 4.48 362 | 0.06 344 | 0.03 152 | 0.15 469 | 0.66 599 | 0.16 231 | 0.18 293 |
|
| GCAP-Stereo-DPT-3K |  | 3.15 169 | 0.89 104 | 5.41 197 | 2.73 97 | 4.54 502 | 4.68 167 | 1.28 151 | 9.18 185 | 9.89 292 | 5.93 237 | 11.97 293 | 1.79 98 | 0.42 23 | 3.06 33 | 0.85 68 | 0.00 1 | 0.07 284 | 0.00 1 | 0.07 370 | 0.09 156 | 0.04 87 |
|
| DDF-Stereo |  | 3.17 170 | 1.08 156 | 4.40 129 | 4.63 294 | 4.02 462 | 3.40 89 | 1.51 182 | 5.27 38 | 1.78 40 | 0.85 11 | 2.57 73 | 1.68 87 | 4.63 243 | 8.01 184 | 2.80 266 | 0.27 464 | 0.13 413 | 0.00 1 | 0.14 431 | 16.19 694 | 0.09 175 |
|
| AEACV |  | 3.17 170 | 1.11 167 | 5.39 196 | 4.55 287 | 5.35 554 | 4.29 131 | 1.60 201 | 6.21 80 | 5.43 186 | 3.08 152 | 7.85 225 | 4.23 188 | 6.55 343 | 5.51 102 | 1.56 154 | 0.00 1 | 0.09 340 | 0.03 316 | 0.32 537 | 0.20 254 | 0.12 216 |
|
| GASTEREO |  | 3.18 172 | 1.99 454 | 5.13 171 | 4.28 265 | 0.70 134 | 5.59 250 | 1.49 177 | 8.66 172 | 4.94 165 | 5.17 224 | 6.84 206 | 1.58 81 | 7.14 362 | 7.72 172 | 1.38 139 | 0.00 1 | 0.02 111 | 0.00 1 | 0.64 598 | 0.08 145 | 0.23 346 |
|
| DEFOM-Stereo_RVC |  | 3.18 172 | 6.90 617 | 3.85 88 | 10.48 606 | 1.59 274 | 4.71 171 | 0.47 76 | 8.39 164 | 2.76 85 | 2.34 114 | 3.12 85 | 0.74 45 | 7.20 365 | 9.02 237 | 1.62 161 | 0.00 1 | 0.14 430 | 0.00 1 | 0.19 463 | 0.02 11 | 0.03 56 |
|
| NLSM3 |  | 3.19 174 | 0.86 94 | 3.90 93 | 3.11 143 | 4.00 461 | 3.18 75 | 0.55 84 | 13.79 304 | 8.23 261 | 3.39 163 | 6.88 208 | 1.79 98 | 3.97 198 | 7.12 151 | 3.01 278 | 0.01 147 | 0.00 1 | 0.05 351 | 0.00 1 | 0.03 50 | 0.01 9 |
|
| SCV |  | 3.20 175 | 1.40 272 | 5.96 242 | 4.71 297 | 0.71 139 | 4.21 127 | 1.70 221 | 10.94 232 | 6.06 201 | 1.85 84 | 4.80 153 | 6.16 242 | 2.74 150 | 9.82 263 | 1.74 172 | 0.05 323 | 0.09 340 | 0.00 1 | 0.24 495 | 0.50 444 | 0.30 383 |
|
| tt45 |  | 3.20 175 | 0.95 120 | 4.36 125 | 3.73 214 | 1.86 309 | 8.19 368 | 2.05 295 | 9.12 184 | 3.36 122 | 5.60 231 | 4.42 131 | 4.61 204 | 2.39 134 | 11.00 314 | 1.96 193 | 0.00 1 | 0.04 177 | 0.00 1 | 0.01 210 | 0.32 355 | 0.10 187 |
|
| MoCha-V2 |  | 3.20 175 | 0.92 116 | 4.82 149 | 5.09 328 | 0.40 60 | 4.63 161 | 1.37 165 | 9.81 202 | 5.41 185 | 5.58 230 | 5.26 170 | 2.63 143 | 6.48 338 | 9.90 267 | 1.15 120 | 0.02 234 | 0.24 512 | 0.00 1 | 0.25 501 | 0.07 128 | 0.04 87 |
|
| Pointernet |  | 3.22 178 | 0.84 84 | 5.79 235 | 3.22 155 | 0.35 44 | 5.27 226 | 0.37 66 | 16.46 356 | 5.96 199 | 4.11 190 | 6.81 205 | 4.84 208 | 2.73 149 | 4.78 88 | 2.52 245 | 0.00 1 | 0.15 437 | 0.00 1 | 0.22 476 | 0.04 79 | 0.02 22 |
|
| SCV_C0 |  | 3.23 179 | 1.31 240 | 6.44 263 | 3.20 151 | 0.82 166 | 4.84 189 | 1.61 204 | 10.34 216 | 6.85 221 | 2.74 138 | 4.91 157 | 6.26 249 | 1.81 109 | 11.06 318 | 1.50 147 | 0.11 379 | 0.06 255 | 0.00 1 | 0.23 485 | 0.33 363 | 0.11 205 |
|
| MGS-Stereo |  | 3.26 180 | 1.29 232 | 6.73 273 | 3.30 165 | 0.47 79 | 4.89 192 | 1.55 192 | 6.15 78 | 8.88 277 | 4.31 194 | 10.15 257 | 5.48 227 | 1.27 76 | 8.09 189 | 1.97 196 | 0.04 296 | 0.01 50 | 0.02 296 | 0.00 1 | 0.57 472 | 0.04 87 |
|
| rrr |  | 3.26 180 | 1.57 344 | 7.72 327 | 3.36 170 | 0.60 112 | 4.93 195 | 1.59 198 | 10.72 228 | 5.11 176 | 3.79 175 | 4.58 136 | 4.53 200 | 4.00 200 | 10.13 276 | 2.09 211 | 0.00 1 | 0.06 255 | 0.00 1 | 0.22 476 | 0.12 197 | 0.18 293 |
|
| CroCo-Stereo |   | 3.27 182 | 1.90 436 | 7.18 297 | 8.50 549 | 1.11 206 | 0.96 4 | 0.97 127 | 10.18 211 | 8.20 259 | 3.59 169 | 4.69 144 | 8.02 298 | 4.53 234 | 2.75 25 | 2.34 231 | 0.01 147 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 345 | 0.11 205 |
| 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 |  | 3.28 183 | 1.20 199 | 5.94 241 | 3.67 206 | 0.85 169 | 4.84 189 | 1.75 243 | 10.18 211 | 6.44 209 | 2.60 128 | 6.15 193 | 6.33 252 | 3.16 163 | 10.08 274 | 1.62 161 | 0.00 1 | 0.12 397 | 0.00 1 | 0.00 1 | 0.30 333 | 0.33 397 |
|
| IGEVStereo-DCA |  | 3.31 184 | 1.57 344 | 6.20 254 | 3.36 170 | 0.60 112 | 4.93 195 | 1.70 221 | 13.26 282 | 5.04 167 | 3.79 175 | 4.58 136 | 4.53 200 | 4.00 200 | 10.13 276 | 2.09 211 | 0.00 1 | 0.06 255 | 0.00 1 | 0.18 450 | 0.12 197 | 0.14 244 |
|
| test_xeample3 |  | 3.34 185 | 1.54 327 | 7.67 323 | 3.33 168 | 0.68 128 | 5.74 271 | 1.63 207 | 12.05 246 | 3.88 135 | 6.71 248 | 3.81 109 | 3.17 158 | 3.34 173 | 10.59 289 | 2.07 208 | 0.00 1 | 0.02 111 | 0.00 1 | 0.27 514 | 0.13 206 | 0.16 274 |
|
| GCAP-Stereo-DPT-FT |  | 3.37 186 | 5.20 588 | 20.75 618 | 3.26 158 | 3.66 438 | 3.19 76 | 1.77 253 | 8.61 170 | 2.83 90 | 2.16 106 | 3.61 102 | 3.75 176 | 3.63 190 | 3.13 36 | 1.41 140 | 0.05 323 | 0.12 397 | 0.00 1 | 0.01 210 | 0.13 206 | 0.22 335 |
|
| GLC_STEREO |  | 3.40 187 | 1.06 146 | 3.44 57 | 6.52 461 | 0.20 5 | 4.76 181 | 1.66 212 | 8.97 179 | 6.59 213 | 5.39 229 | 9.04 236 | 5.23 220 | 2.03 115 | 9.76 262 | 2.77 262 | 0.01 147 | 0.03 152 | 0.21 500 | 0.00 1 | 0.23 278 | 0.06 135 |
|
| VMStereo-Base |   | 3.41 188 | 0.84 84 | 4.19 118 | 1.72 8 | 0.47 79 | 3.01 64 | 0.57 85 | 10.10 208 | 14.58 361 | 3.85 179 | 9.11 238 | 7.48 287 | 2.36 131 | 7.75 175 | 1.90 186 | 0.07 355 | 0.08 321 | 0.04 340 | 0.00 1 | 0.06 103 | 0.02 22 |
|
| GCAP-Stereo-DPT-20K |  | 3.44 189 | 0.76 55 | 17.99 595 | 1.92 11 | 2.08 334 | 4.60 158 | 1.60 201 | 7.55 126 | 3.25 111 | 2.62 130 | 5.03 164 | 3.50 169 | 4.57 237 | 1.99 5 | 0.60 26 | 0.04 296 | 0.16 448 | 0.00 1 | 0.20 469 | 0.89 529 | 9.42 683 |
|
| 999 |  | 3.44 189 | 0.92 116 | 4.78 145 | 4.69 296 | 2.34 354 | 7.58 357 | 2.20 301 | 9.81 202 | 6.11 203 | 2.96 146 | 4.79 152 | 5.07 213 | 2.27 129 | 12.10 387 | 2.76 261 | 0.03 275 | 0.09 340 | 0.00 1 | 0.00 1 | 0.29 324 | 0.10 187 |
|
| GCAPDPT-zeroshot4090 |  | 3.44 189 | 0.76 55 | 17.99 595 | 1.92 11 | 2.08 334 | 4.60 158 | 1.60 201 | 7.55 126 | 3.25 111 | 2.62 130 | 5.03 164 | 3.50 169 | 4.57 237 | 1.99 5 | 0.60 26 | 0.04 296 | 0.16 448 | 0.00 1 | 0.20 469 | 0.89 529 | 9.42 683 |
|
| DF |  | 3.48 192 | 1.24 216 | 6.65 269 | 4.11 242 | 1.07 201 | 4.50 145 | 1.71 234 | 8.04 146 | 4.39 147 | 3.91 184 | 9.37 243 | 9.95 328 | 1.48 90 | 9.73 261 | 2.61 250 | 0.01 147 | 0.22 493 | 0.00 1 | 0.33 542 | 0.06 103 | 0.16 274 |
|
| ff7 |  | 3.48 192 | 1.76 412 | 6.20 254 | 3.45 177 | 1.13 210 | 5.02 205 | 1.70 221 | 13.26 282 | 5.04 167 | 4.66 209 | 5.47 181 | 3.49 165 | 4.70 246 | 11.14 323 | 2.01 200 | 0.00 1 | 0.04 177 | 0.00 1 | 0.18 450 | 0.30 333 | 0.14 244 |
|
| ffff |  | 3.48 192 | 1.76 412 | 6.20 254 | 3.45 177 | 1.13 210 | 5.02 205 | 1.70 221 | 13.26 282 | 5.04 167 | 4.66 209 | 5.47 181 | 3.49 165 | 4.70 246 | 11.14 323 | 2.01 200 | 0.00 1 | 0.04 177 | 0.00 1 | 0.18 450 | 0.30 333 | 0.14 244 |
|
| 11t |  | 3.48 192 | 1.76 412 | 6.20 254 | 3.45 177 | 1.13 210 | 5.02 205 | 1.70 221 | 13.26 282 | 5.04 167 | 4.66 209 | 5.47 181 | 3.49 165 | 4.70 246 | 11.14 323 | 2.01 200 | 0.00 1 | 0.04 177 | 0.00 1 | 0.18 450 | 0.30 333 | 0.14 244 |
|
| ccc-4 |  | 3.48 192 | 1.76 412 | 6.20 254 | 3.45 177 | 1.13 210 | 5.02 205 | 1.70 221 | 13.26 282 | 5.04 167 | 4.66 209 | 5.47 181 | 3.49 165 | 4.70 246 | 11.14 323 | 2.01 200 | 0.00 1 | 0.04 177 | 0.00 1 | 0.18 450 | 0.30 333 | 0.14 244 |
|
| anonymousdsp |  | 3.51 197 | 1.75 406 | 5.66 226 | 3.49 185 | 1.13 210 | 5.04 211 | 1.74 240 | 13.69 296 | 5.07 172 | 4.83 214 | 5.42 176 | 4.25 189 | 4.44 223 | 11.14 323 | 1.98 197 | 0.00 1 | 0.04 177 | 0.00 1 | 0.18 450 | 0.31 345 | 0.13 233 |
|
| castereo++ |  | 3.52 198 | 1.28 228 | 3.96 97 | 3.76 219 | 2.61 371 | 16.87 550 | 1.95 284 | 7.57 128 | 8.51 267 | 2.26 109 | 4.54 135 | 5.10 214 | 2.04 117 | 8.75 218 | 0.74 46 | 0.00 1 | 0.15 437 | 0.00 1 | 0.35 547 | 0.05 96 | 0.02 22 |
|
| IGEV-Stereo |   | 3.52 198 | 1.75 406 | 5.67 227 | 3.49 185 | 1.12 208 | 5.04 211 | 1.73 236 | 13.70 297 | 5.07 172 | 4.83 214 | 5.42 176 | 4.27 190 | 4.43 222 | 11.15 328 | 1.98 197 | 0.00 1 | 0.04 177 | 0.00 1 | 0.18 450 | 0.31 345 | 0.12 216 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| Foundation-i1 |  | 3.56 200 | 0.63 22 | 2.94 22 | 3.20 151 | 3.52 432 | 6.18 304 | 4.51 421 | 12.68 267 | 5.38 183 | 5.96 242 | 6.16 194 | 7.37 285 | 4.87 259 | 6.38 125 | 1.27 130 | 0.02 234 | 0.09 340 | 0.00 1 | 0.00 1 | 0.03 50 | 0.04 87 |
|
| CREStereo |  | 3.58 201 | 1.05 145 | 3.35 49 | 2.17 30 | 0.59 108 | 5.61 253 | 0.40 67 | 10.50 220 | 13.34 344 | 6.93 255 | 10.44 265 | 5.29 223 | 3.47 178 | 5.82 111 | 2.62 253 | 0.01 147 | 0.01 50 | 0.02 296 | 0.01 210 | 0.04 79 | 0.01 9 |
| 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 |  | 3.59 202 | 1.07 153 | 3.81 86 | 2.80 103 | 0.52 95 | 4.98 200 | 1.18 142 | 10.35 217 | 12.97 333 | 4.54 203 | 10.75 276 | 3.89 181 | 3.27 168 | 8.78 219 | 2.63 254 | 0.03 275 | 0.03 152 | 0.09 409 | 0.00 1 | 0.12 197 | 0.04 87 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| ProNet |  | 3.61 203 | 1.91 439 | 6.17 253 | 3.31 167 | 0.67 127 | 5.51 240 | 6.46 493 | 12.60 265 | 6.23 204 | 3.18 155 | 4.80 153 | 3.64 174 | 3.57 184 | 11.15 328 | 2.11 215 | 0.02 234 | 0.21 483 | 0.01 263 | 0.01 210 | 0.41 401 | 0.14 244 |
|
| trnet |  | 3.62 204 | 0.95 120 | 3.30 45 | 2.21 34 | 0.56 102 | 5.67 266 | 0.42 69 | 10.62 226 | 13.30 342 | 6.89 253 | 10.45 266 | 5.78 233 | 3.69 191 | 5.80 110 | 2.61 250 | 0.00 1 | 0.02 111 | 0.03 316 | 0.01 210 | 0.04 79 | 0.02 22 |
|
| GCAP-BAT |  | 3.64 205 | 1.06 146 | 7.37 311 | 3.46 181 | 3.60 435 | 2.72 52 | 1.55 192 | 8.93 177 | 12.16 319 | 4.62 205 | 6.47 199 | 7.18 278 | 1.80 107 | 9.68 258 | 1.82 181 | 0.04 296 | 0.10 362 | 0.00 1 | 0.01 210 | 0.07 128 | 0.14 244 |
|
| GCAPDPT-zeroshot |  | 3.64 205 | 1.06 146 | 7.35 310 | 3.46 181 | 3.60 435 | 2.72 52 | 1.55 192 | 8.93 177 | 12.16 319 | 4.62 205 | 6.47 199 | 7.18 278 | 1.80 107 | 9.68 258 | 1.81 179 | 0.04 296 | 0.10 362 | 0.00 1 | 0.01 210 | 0.07 128 | 0.14 244 |
|
| U |  | 3.65 207 | 0.64 25 | 5.91 239 | 3.91 229 | 11.89 675 | 11.50 428 | 0.20 52 | 7.66 132 | 5.38 183 | 1.79 81 | 2.55 72 | 0.76 46 | 1.61 93 | 2.34 14 | 0.70 43 | 0.00 1 | 0.04 177 | 10.60 688 | 5.47 677 | 0.04 79 | 0.02 22 |
|
| water-stereo |  | 3.66 208 | 0.84 84 | 4.79 148 | 3.60 202 | 0.79 159 | 5.03 210 | 0.89 120 | 12.93 272 | 5.45 188 | 5.82 235 | 14.74 321 | 6.51 259 | 4.76 256 | 3.37 40 | 3.26 301 | 0.03 275 | 0.13 413 | 0.09 409 | 0.04 306 | 0.06 103 | 0.07 153 |
|
| Anonymus123 |  | 3.68 209 | 1.51 316 | 15.51 563 | 2.95 126 | 1.03 193 | 12.63 451 | 3.41 376 | 11.91 243 | 5.56 191 | 2.75 139 | 1.76 59 | 2.49 137 | 0.78 46 | 7.72 172 | 3.07 287 | 0.01 147 | 0.03 152 | 0.04 340 | 0.09 395 | 0.09 156 | 0.17 283 |
|
| Occ-G |  | 3.68 209 | 1.07 153 | 4.68 139 | 3.11 143 | 1.26 230 | 3.63 100 | 6.75 507 | 7.88 138 | 4.90 164 | 4.37 199 | 8.36 227 | 9.68 325 | 4.39 217 | 9.65 256 | 3.23 300 | 0.00 1 | 0.11 384 | 0.00 1 | 0.19 463 | 0.19 250 | 0.07 153 |
|
| DA |  | 3.70 211 | 0.83 78 | 4.78 145 | 5.07 325 | 0.70 134 | 16.50 544 | 1.94 281 | 9.42 186 | 7.22 236 | 4.02 186 | 6.78 202 | 5.96 238 | 4.49 230 | 4.16 68 | 1.54 151 | 0.05 323 | 0.12 397 | 0.00 1 | 0.00 1 | 0.06 103 | 0.26 364 |
|
| GGEV |  | 3.70 211 | 0.83 78 | 4.78 145 | 5.07 325 | 0.70 134 | 16.50 544 | 1.94 281 | 9.42 186 | 7.22 236 | 4.02 186 | 6.78 202 | 5.96 238 | 4.49 230 | 4.16 68 | 1.54 151 | 0.05 323 | 0.12 397 | 0.00 1 | 0.00 1 | 0.06 103 | 0.26 364 |
|
| rvit_stereo_0081_aga |  | 3.72 213 | 2.39 502 | 8.60 380 | 5.27 358 | 2.99 403 | 5.02 205 | 1.94 281 | 8.12 151 | 6.24 205 | 6.74 249 | 6.85 207 | 5.85 236 | 3.28 170 | 7.31 157 | 3.04 283 | 0.02 234 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 478 | 0.22 335 |
|
| GCAP-Stereo |  | 3.72 213 | 1.60 354 | 7.39 312 | 4.24 256 | 0.37 53 | 5.78 273 | 1.12 137 | 12.28 250 | 6.53 212 | 8.35 274 | 9.69 247 | 6.62 260 | 3.57 184 | 4.58 86 | 1.91 188 | 0.00 1 | 0.07 284 | 0.05 351 | 0.00 1 | 0.25 291 | 0.04 87 |
|
| LoS_RVC |  | 3.72 213 | 2.57 515 | 3.90 93 | 4.27 263 | 7.61 629 | 5.39 234 | 2.90 354 | 7.29 120 | 3.84 133 | 3.67 172 | 10.20 259 | 3.66 175 | 4.48 228 | 6.19 122 | 2.14 219 | 0.01 147 | 0.03 152 | 0.00 1 | 0.00 1 | 0.06 103 | 6.15 652 |
|
| HART |  | 3.80 216 | 1.52 320 | 5.45 202 | 4.85 309 | 0.51 91 | 4.41 141 | 0.76 106 | 12.59 264 | 5.08 175 | 5.95 241 | 12.76 302 | 6.87 267 | 1.72 102 | 10.71 296 | 1.84 182 | 0.00 1 | 0.13 413 | 0.10 428 | 0.00 1 | 0.45 413 | 0.26 364 |
|
| FAST (zero-shot) |  | 3.82 217 | 1.49 307 | 9.02 406 | 10.34 602 | 11.08 667 | 4.96 199 | 2.52 330 | 10.78 231 | 4.74 154 | 1.82 83 | 3.67 104 | 1.22 62 | 2.64 145 | 8.20 193 | 1.52 149 | 0.08 359 | 2.06 656 | 0.00 1 | 0.04 306 | 0.21 259 | 0.03 56 |
|
| DN |  | 3.83 218 | 1.19 197 | 4.90 154 | 4.27 263 | 3.75 443 | 6.26 309 | 0.71 100 | 11.51 238 | 11.19 309 | 3.90 181 | 5.72 189 | 10.08 330 | 2.26 128 | 7.28 154 | 1.96 193 | 0.00 1 | 0.20 475 | 0.32 536 | 0.32 537 | 0.32 355 | 0.53 457 |
|
| CES |  | 3.85 219 | 1.14 177 | 2.91 20 | 3.05 137 | 11.37 670 | 5.37 233 | 1.02 131 | 9.52 192 | 8.82 274 | 3.50 167 | 9.21 242 | 1.78 94 | 0.90 57 | 6.53 129 | 2.37 233 | 0.02 234 | 0.04 177 | 0.01 263 | 0.00 1 | 1.62 570 | 7.74 673 |
|
| WCG-NET |  | 3.86 220 | 0.96 125 | 5.80 236 | 2.92 120 | 0.28 18 | 4.48 144 | 1.80 258 | 7.23 117 | 15.03 364 | 8.77 285 | 9.58 246 | 6.94 271 | 4.20 209 | 6.92 145 | 2.05 205 | 0.00 1 | 0.08 321 | 0.00 1 | 0.00 1 | 0.14 212 | 0.08 168 |
|
| CASnet |  | 3.91 221 | 1.03 142 | 4.68 139 | 4.98 317 | 0.27 16 | 4.99 203 | 2.95 355 | 11.02 234 | 11.02 304 | 10.61 310 | 11.76 289 | 4.15 187 | 1.65 98 | 5.85 113 | 1.91 188 | 0.50 529 | 0.00 1 | 0.59 567 | 0.12 420 | 0.13 206 | 0.02 22 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| rvit_stereo_0081 |  | 3.93 222 | 1.78 421 | 8.60 380 | 6.26 443 | 1.73 291 | 3.48 92 | 2.36 315 | 7.71 134 | 15.81 383 | 4.41 200 | 5.39 174 | 5.14 216 | 3.94 196 | 7.95 182 | 3.57 312 | 0.01 147 | 0.01 50 | 0.00 1 | 0.01 210 | 0.39 393 | 0.10 187 |
|
| rvit_stereo_0082 |  | 3.93 222 | 1.78 421 | 8.60 380 | 6.26 443 | 1.73 291 | 3.48 92 | 2.36 315 | 7.71 134 | 15.81 383 | 4.41 200 | 5.39 174 | 5.14 216 | 3.94 196 | 7.95 182 | 3.57 312 | 0.01 147 | 0.01 50 | 0.00 1 | 0.01 210 | 0.39 393 | 0.10 187 |
|
| castereo |  | 3.96 224 | 1.45 289 | 4.33 122 | 3.73 214 | 1.04 196 | 6.35 314 | 7.23 524 | 9.95 205 | 15.86 386 | 3.01 149 | 7.69 222 | 3.59 172 | 7.43 368 | 5.17 98 | 1.88 184 | 0.03 275 | 0.13 413 | 0.00 1 | 0.26 507 | 0.07 128 | 0.03 56 |
|
| rvit_stereo_0080 |  | 3.98 225 | 2.11 479 | 7.62 320 | 3.68 208 | 1.90 318 | 4.16 121 | 7.60 531 | 9.69 197 | 8.13 256 | 5.08 222 | 7.39 216 | 6.27 250 | 4.44 223 | 6.73 138 | 3.92 338 | 0.20 424 | 0.01 50 | 0.00 1 | 0.00 1 | 0.55 463 | 0.12 216 |
|
| whm_eth |  | 3.98 225 | 2.11 479 | 7.62 320 | 3.68 208 | 1.90 318 | 4.16 121 | 7.60 531 | 9.69 197 | 8.13 256 | 5.08 222 | 7.39 216 | 6.27 250 | 4.44 223 | 6.73 138 | 3.92 338 | 0.20 424 | 0.01 50 | 0.00 1 | 0.00 1 | 0.55 463 | 0.12 216 |
|
| MC-Stereo |  | 3.99 227 | 0.95 120 | 4.70 143 | 5.09 328 | 0.44 76 | 3.77 105 | 1.79 256 | 9.86 204 | 7.05 233 | 6.34 246 | 13.35 309 | 6.83 266 | 6.34 333 | 10.80 303 | 1.75 173 | 0.00 1 | 0.11 384 | 0.06 374 | 0.24 495 | 0.12 197 | 0.14 244 |
|
| CroCo-Stereo Lap2 |  | 4.01 228 | 2.03 469 | 8.14 350 | 9.82 584 | 6.03 586 | 1.11 5 | 0.79 110 | 9.71 199 | 7.98 252 | 3.26 157 | 4.99 160 | 9.08 312 | 5.80 304 | 6.08 118 | 4.39 358 | 0.00 1 | 0.05 216 | 0.00 1 | 0.00 1 | 0.71 503 | 0.30 383 |
|
| depthmonostereo |  | 4.02 229 | 1.64 371 | 5.29 188 | 4.40 274 | 1.19 221 | 8.04 365 | 1.16 141 | 15.24 327 | 12.52 324 | 4.62 205 | 7.49 220 | 4.11 185 | 4.80 258 | 6.61 132 | 2.71 259 | 0.04 296 | 0.21 483 | 0.11 441 | 0.07 370 | 0.07 128 | 0.02 22 |
|
| MM-Stereo_test2 |  | 4.03 230 | 1.20 199 | 7.42 313 | 5.18 346 | 0.76 155 | 7.24 346 | 2.26 310 | 14.57 313 | 8.19 258 | 6.89 253 | 5.13 168 | 4.85 209 | 3.80 193 | 10.49 286 | 1.96 193 | 0.00 1 | 0.12 397 | 0.00 1 | 0.09 395 | 0.33 363 | 0.08 168 |
|
| GCAP-Stereo-DPT-36K |  | 4.05 231 | 10.05 639 | 27.86 637 | 2.06 22 | 3.89 449 | 3.82 107 | 1.73 236 | 8.20 153 | 3.20 107 | 2.36 116 | 4.75 147 | 2.89 152 | 2.70 147 | 4.26 73 | 0.58 23 | 0.04 296 | 0.14 430 | 0.00 1 | 0.44 576 | 0.47 427 | 1.52 571 |
|
| CAS++ |  | 4.07 232 | 1.67 380 | 6.02 246 | 4.17 246 | 1.02 191 | 4.26 130 | 1.68 216 | 19.10 411 | 10.01 294 | 9.18 288 | 9.17 240 | 1.98 109 | 1.41 85 | 9.54 252 | 1.73 171 | 0.02 234 | 0.05 216 | 0.00 1 | 0.00 1 | 0.32 355 | 0.11 205 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| GCAP-Stereo-DPT-50K |  | 4.15 233 | 9.32 630 | 33.97 656 | 2.49 71 | 3.65 437 | 2.87 60 | 1.51 182 | 8.07 148 | 2.71 81 | 2.04 99 | 4.75 147 | 3.05 154 | 3.21 164 | 2.20 11 | 0.66 35 | 0.03 275 | 0.19 469 | 0.00 1 | 0.41 564 | 0.75 514 | 1.05 540 |
|
| plain |  | 4.15 233 | 1.67 380 | 9.97 458 | 4.86 310 | 2.97 402 | 3.27 82 | 1.41 166 | 8.20 153 | 5.51 189 | 3.37 161 | 16.69 348 | 3.03 153 | 2.71 148 | 14.44 479 | 3.91 337 | 0.14 393 | 0.00 1 | 0.03 316 | 0.01 210 | 0.69 498 | 0.14 244 |
|
| PSi22 |  | 4.19 235 | 1.37 260 | 4.15 117 | 3.83 224 | 0.37 53 | 4.56 149 | 0.25 56 | 7.21 115 | 15.42 374 | 4.31 194 | 6.96 210 | 13.76 404 | 5.93 308 | 13.23 447 | 1.88 184 | 0.00 1 | 0.02 111 | 0.00 1 | 0.00 1 | 0.37 383 | 0.20 315 |
|
| DVStereo |   | 4.23 236 | 1.38 266 | 5.58 224 | 3.85 227 | 1.58 272 | 10.80 412 | 1.02 131 | 11.59 239 | 5.65 194 | 11.75 322 | 9.98 248 | 4.54 202 | 3.29 171 | 9.83 264 | 3.01 278 | 0.05 323 | 0.18 461 | 0.08 397 | 0.23 485 | 0.08 145 | 0.06 135 |
|
| quiztm |  | 4.28 237 | 1.71 391 | 5.37 194 | 4.86 310 | 5.11 532 | 4.60 158 | 2.84 352 | 13.08 280 | 7.79 250 | 8.37 276 | 11.40 285 | 6.75 264 | 2.57 143 | 7.18 152 | 2.59 249 | 0.80 577 | 0.03 152 | 0.00 1 | 0.07 370 | 0.41 401 | 0.11 205 |
|
| MIF-Stereo (partial) |  | 4.33 238 | 1.23 209 | 7.27 303 | 5.04 321 | 5.31 552 | 3.47 91 | 0.95 126 | 9.06 182 | 7.41 242 | 4.15 193 | 15.76 334 | 5.38 224 | 5.22 281 | 11.56 348 | 4.21 351 | 0.04 296 | 0.02 111 | 0.05 351 | 0.03 282 | 0.34 369 | 0.12 216 |
|
| MyStereo07 |  | 4.38 239 | 1.92 443 | 5.06 167 | 6.09 430 | 4.31 482 | 6.54 324 | 9.96 569 | 15.35 331 | 5.15 177 | 4.34 197 | 5.65 187 | 3.15 157 | 5.77 303 | 11.33 337 | 1.81 179 | 0.06 344 | 0.10 362 | 0.03 316 | 0.04 306 | 0.63 487 | 0.30 383 |
|
| XX-TBD |  | 4.45 240 | 10.67 646 | 3.01 26 | 10.28 601 | 0.57 104 | 5.84 277 | 0.07 20 | 7.57 128 | 12.24 322 | 11.43 320 | 14.74 321 | 4.07 184 | 1.66 99 | 4.51 85 | 2.05 205 | 0.01 147 | 0.01 50 | 0.00 1 | 0.00 1 | 0.26 302 | 0.01 9 |
|
| rvit_stereo_0083 |  | 4.53 241 | 1.94 447 | 9.94 456 | 7.12 500 | 1.67 285 | 4.98 200 | 2.80 349 | 8.25 156 | 18.22 419 | 4.76 213 | 7.78 224 | 6.41 255 | 4.87 259 | 7.54 166 | 3.74 325 | 0.11 379 | 0.04 177 | 0.00 1 | 0.01 210 | 0.24 285 | 0.16 274 |
|
| FE-Mocha |  | 4.54 242 | 2.08 475 | 9.99 460 | 4.36 273 | 2.16 340 | 4.76 181 | 0.81 111 | 13.59 292 | 4.81 159 | 13.39 370 | 11.04 279 | 11.38 351 | 3.45 175 | 5.97 116 | 2.12 218 | 0.03 275 | 0.14 430 | 0.14 462 | 0.38 557 | 0.12 197 | 0.18 293 |
|
| Reg-Stereo(zero) |  | 4.54 242 | 0.68 34 | 4.39 128 | 3.20 151 | 1.30 234 | 3.29 84 | 0.89 120 | 16.64 359 | 12.89 332 | 10.01 297 | 10.70 273 | 10.29 333 | 4.51 233 | 8.83 225 | 2.63 254 | 0.01 147 | 0.14 430 | 0.00 1 | 0.13 425 | 0.03 50 | 0.17 283 |
|
| NLMM |  | 4.55 244 | 1.18 192 | 5.44 200 | 3.48 183 | 5.88 584 | 13.44 467 | 1.59 198 | 11.98 245 | 8.84 275 | 4.92 219 | 5.44 178 | 6.20 244 | 5.05 271 | 9.85 265 | 7.60 450 | 0.01 147 | 0.01 50 | 0.00 1 | 0.00 1 | 0.09 156 | 0.10 187 |
|
| WQFJA1 |  | 4.56 245 | 1.18 192 | 5.44 200 | 3.48 183 | 5.88 584 | 13.44 467 | 1.59 198 | 11.97 244 | 8.85 276 | 4.92 219 | 5.44 178 | 6.20 244 | 5.05 271 | 10.03 273 | 7.60 450 | 0.01 147 | 0.01 50 | 0.00 1 | 0.00 1 | 0.09 156 | 0.10 187 |
|
| WCG-NET(raft) |  | 4.57 246 | 1.16 186 | 6.01 245 | 2.95 126 | 0.19 4 | 5.09 215 | 2.01 290 | 10.28 214 | 15.34 372 | 8.64 283 | 11.43 286 | 9.63 323 | 5.06 273 | 10.96 312 | 2.19 222 | 0.00 1 | 0.13 413 | 0.00 1 | 0.01 210 | 0.14 212 | 0.12 216 |
|
| SE |  | 4.60 247 | 1.47 293 | 5.19 179 | 4.23 254 | 0.85 169 | 9.99 390 | 4.88 436 | 12.51 257 | 10.59 299 | 10.28 305 | 11.98 294 | 4.92 211 | 5.94 309 | 3.97 62 | 1.76 174 | 2.49 641 | 0.07 284 | 0.26 515 | 0.19 463 | 0.37 383 | 0.12 216 |
|
| CREStereo++_RVC |  | 4.61 248 | 0.99 133 | 3.70 77 | 4.08 238 | 2.01 329 | 3.94 111 | 0.10 30 | 9.10 183 | 16.94 398 | 8.65 284 | 16.77 350 | 4.46 195 | 2.18 121 | 5.72 108 | 3.12 291 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 698 | 0.02 11 | 0.01 9 |
| 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 |  | 4.68 249 | 1.09 162 | 5.54 215 | 4.07 235 | 5.82 579 | 10.92 419 | 3.99 399 | 10.31 215 | 10.17 295 | 5.90 236 | 4.99 160 | 5.79 234 | 5.18 278 | 12.80 426 | 6.89 429 | 0.01 147 | 0.00 1 | 0.01 263 | 0.00 1 | 0.15 220 | 0.06 135 |
|
| iRaftStereo_RVC |  | 4.68 249 | 1.51 316 | 6.89 286 | 4.91 315 | 0.72 148 | 5.26 225 | 0.46 75 | 17.60 373 | 10.47 298 | 9.53 292 | 15.13 326 | 5.75 232 | 3.24 167 | 8.93 229 | 2.22 225 | 0.00 1 | 0.09 340 | 0.00 1 | 0.00 1 | 0.46 419 | 0.41 425 |
|
| WQFJX |  | 4.69 251 | 1.22 204 | 5.36 193 | 3.29 164 | 5.73 575 | 14.19 484 | 1.93 279 | 11.24 236 | 8.68 269 | 5.78 234 | 5.47 181 | 5.72 231 | 5.99 315 | 12.05 379 | 6.87 427 | 0.02 234 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 191 | 0.15 265 |
|
| Former-RAFT_DAM_RVC |  | 4.69 251 | 2.56 514 | 8.72 385 | 4.26 262 | 3.52 432 | 9.22 383 | 1.48 173 | 13.54 290 | 18.88 427 | 7.47 264 | 7.08 212 | 2.04 116 | 2.24 123 | 9.66 257 | 2.27 228 | 0.05 323 | 0.02 111 | 0.07 386 | 0.00 1 | 0.53 456 | 0.21 327 |
|
| TANstereo |  | 4.70 253 | 1.08 156 | 4.01 101 | 3.53 191 | 0.47 79 | 14.26 485 | 0.15 43 | 8.67 175 | 12.54 325 | 12.50 335 | 18.43 370 | 5.20 218 | 4.54 236 | 5.68 106 | 2.07 208 | 0.00 1 | 0.13 413 | 0.00 1 | 0.01 210 | 0.02 11 | 0.63 478 |
|
| Weightmod |  | 4.73 254 | 1.47 293 | 4.38 127 | 2.73 97 | 2.87 391 | 10.79 411 | 1.76 249 | 11.42 237 | 9.66 285 | 8.14 269 | 10.48 268 | 9.45 319 | 6.51 342 | 9.57 254 | 3.48 310 | 0.87 587 | 0.25 520 | 0.06 374 | 0.02 255 | 0.55 463 | 0.18 293 |
|
| rvit_stereo_ft |  | 4.73 254 | 2.68 520 | 9.30 423 | 11.34 628 | 2.74 383 | 4.18 125 | 8.45 542 | 9.77 201 | 9.90 293 | 4.04 188 | 6.26 195 | 6.73 262 | 4.72 252 | 8.99 233 | 5.03 383 | 0.01 147 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 316 | 0.09 175 |
|
| MSKI-zero shot |  | 4.76 256 | 1.56 340 | 5.98 243 | 5.14 339 | 1.13 210 | 6.55 326 | 1.55 192 | 12.76 269 | 8.06 254 | 10.44 308 | 11.50 287 | 13.47 400 | 2.38 132 | 12.07 385 | 1.90 186 | 0.01 147 | 0.20 475 | 0.02 296 | 0.29 521 | 0.14 212 | 0.14 244 |
|
| Weightmod_eth |  | 4.78 257 | 1.21 202 | 4.72 144 | 4.31 271 | 4.65 508 | 7.97 363 | 2.77 345 | 13.53 289 | 6.62 214 | 7.96 268 | 8.11 226 | 9.28 314 | 8.39 393 | 9.49 250 | 1.48 144 | 4.37 663 | 0.10 362 | 0.00 1 | 0.00 1 | 0.51 448 | 0.18 293 |
|
| NLSM1 |  | 4.91 258 | 1.17 189 | 5.72 231 | 4.31 271 | 5.71 574 | 13.78 473 | 1.41 166 | 14.12 307 | 9.85 291 | 5.22 226 | 10.88 278 | 4.43 194 | 4.74 254 | 10.99 313 | 5.64 403 | 0.00 1 | 0.00 1 | 0.01 263 | 0.00 1 | 0.09 156 | 0.04 87 |
|
| GGDA |   | 4.98 259 | 1.35 256 | 5.28 185 | 3.28 162 | 1.27 231 | 5.60 252 | 1.68 216 | 13.06 279 | 14.02 350 | 10.05 298 | 15.39 329 | 7.15 275 | 5.21 280 | 11.58 350 | 4.40 359 | 0.01 147 | 0.01 50 | 0.01 263 | 0.00 1 | 0.11 191 | 0.05 119 |
|
| NLCSM |  | 4.99 260 | 1.39 269 | 5.75 232 | 5.86 405 | 5.86 583 | 11.21 425 | 3.80 394 | 10.71 227 | 8.54 268 | 8.36 275 | 5.25 169 | 4.57 203 | 6.65 345 | 13.57 458 | 7.59 449 | 0.29 470 | 0.01 50 | 0.00 1 | 0.01 210 | 0.24 285 | 0.13 233 |
|
| MM-Stereo_test1 |  | 5.04 261 | 1.17 189 | 6.08 248 | 5.38 367 | 0.80 163 | 4.99 203 | 7.07 516 | 13.43 288 | 12.00 317 | 12.94 355 | 10.20 259 | 5.92 237 | 6.69 346 | 11.26 335 | 2.19 222 | 0.01 147 | 0.11 384 | 0.00 1 | 0.00 1 | 0.42 405 | 0.07 153 |
|
| sCroCo_RVC |  | 5.06 262 | 3.29 543 | 16.45 577 | 10.72 610 | 6.64 602 | 5.83 275 | 2.74 343 | 9.67 195 | 8.06 254 | 3.66 171 | 9.20 241 | 4.81 207 | 4.95 264 | 8.12 191 | 4.64 367 | 0.64 556 | 0.50 590 | 0.06 374 | 0.03 282 | 0.70 501 | 0.42 428 |
|
| RT-Monster |  | 5.07 263 | 1.10 164 | 4.69 141 | 3.44 176 | 4.24 473 | 5.19 220 | 0.81 111 | 12.47 254 | 19.77 433 | 13.38 369 | 13.37 310 | 9.84 326 | 3.27 168 | 7.69 170 | 1.91 188 | 0.04 296 | 0.08 321 | 0.00 1 | 0.00 1 | 0.05 96 | 0.12 216 |
|
| RAFT-Stereo-weight |  | 5.07 263 | 0.93 119 | 5.57 221 | 4.24 256 | 0.72 148 | 6.05 301 | 1.63 207 | 17.77 378 | 17.16 399 | 10.99 316 | 10.22 261 | 12.06 369 | 1.67 100 | 9.25 243 | 2.69 257 | 0.06 344 | 0.11 384 | 0.00 1 | 0.00 1 | 0.15 220 | 0.12 216 |
|
| tg |  | 5.09 265 | 1.48 300 | 6.73 273 | 4.83 305 | 1.23 227 | 7.57 356 | 0.49 77 | 18.35 392 | 11.87 313 | 9.28 290 | 14.61 318 | 7.15 275 | 4.12 204 | 10.58 287 | 2.74 260 | 0.00 1 | 0.04 177 | 0.00 1 | 0.00 1 | 0.45 413 | 0.36 410 |
|
| model_zeroshot |  | 5.12 266 | 1.53 322 | 9.70 448 | 5.33 363 | 1.54 271 | 8.71 376 | 2.23 307 | 15.60 338 | 8.29 262 | 13.74 374 | 10.02 253 | 10.57 337 | 2.97 156 | 8.47 200 | 2.61 250 | 0.02 234 | 0.18 461 | 0.14 462 | 0.25 501 | 0.06 103 | 0.34 401 |
|
| AE-Stereo |  | 5.15 267 | 1.56 340 | 7.99 342 | 8.70 552 | 2.18 341 | 9.12 382 | 3.02 359 | 11.78 241 | 13.30 342 | 4.34 197 | 12.84 303 | 10.83 340 | 4.53 234 | 8.71 216 | 2.82 267 | 0.04 296 | 0.44 574 | 0.05 351 | 0.33 542 | 0.20 254 | 0.17 283 |
|
| 4D-IteraStereo |  | 5.15 267 | 1.47 293 | 7.98 340 | 4.89 314 | 4.69 509 | 6.25 307 | 1.85 267 | 13.23 281 | 16.30 389 | 14.18 380 | 11.26 282 | 8.33 302 | 1.61 93 | 8.07 186 | 2.42 235 | 0.00 1 | 0.05 216 | 0.08 397 | 0.01 210 | 0.19 250 | 0.15 265 |
|
| ManiGeoR |   | 5.19 269 | 1.66 377 | 8.59 378 | 3.09 141 | 3.05 405 | 5.94 287 | 1.66 212 | 19.05 408 | 9.74 287 | 6.25 243 | 14.27 315 | 6.24 247 | 4.97 266 | 12.44 404 | 6.57 422 | 0.01 147 | 0.00 1 | 0.05 351 | 0.00 1 | 0.15 220 | 0.03 56 |
|
| HLf10 |  | 5.19 269 | 1.66 377 | 8.59 378 | 3.09 141 | 3.05 405 | 5.94 287 | 1.66 212 | 19.05 408 | 9.74 287 | 6.25 243 | 14.27 315 | 6.24 247 | 4.97 266 | 12.44 404 | 6.57 422 | 0.01 147 | 0.00 1 | 0.05 351 | 0.00 1 | 0.15 220 | 0.03 56 |
|
| CAS |  | 5.20 271 | 0.78 60 | 3.30 45 | 17.06 669 | 7.59 628 | 8.07 366 | 6.31 483 | 9.46 191 | 9.09 278 | 4.57 204 | 10.67 271 | 1.91 108 | 1.22 74 | 4.18 70 | 2.16 220 | 10.33 689 | 0.02 111 | 0.00 1 | 0.02 255 | 0.44 411 | 6.83 661 |
|
| test_1 |  | 5.20 271 | 1.06 146 | 7.72 327 | 4.21 253 | 0.59 108 | 6.69 329 | 3.03 360 | 12.98 275 | 17.51 408 | 12.35 333 | 8.66 231 | 13.20 391 | 4.12 204 | 9.00 235 | 2.11 215 | 0.00 1 | 0.05 216 | 0.00 1 | 0.32 537 | 0.25 291 | 0.18 293 |
|
| NLMM1 |  | 5.21 273 | 1.29 232 | 6.55 266 | 3.79 221 | 5.49 561 | 12.43 448 | 3.31 373 | 12.18 249 | 15.22 367 | 7.19 263 | 8.46 228 | 5.22 219 | 4.60 241 | 12.03 375 | 6.29 418 | 0.00 1 | 0.02 111 | 0.00 1 | 0.00 1 | 0.10 180 | 0.07 153 |
|
| test-3 |  | 5.21 273 | 1.06 146 | 7.71 326 | 4.19 251 | 0.59 108 | 6.72 332 | 3.01 358 | 12.96 273 | 17.49 407 | 12.53 343 | 8.65 229 | 13.20 391 | 4.14 206 | 9.00 235 | 2.11 215 | 0.00 1 | 0.05 216 | 0.00 1 | 0.32 537 | 0.25 291 | 0.18 293 |
|
| EAI-Stereo |  | 5.21 273 | 1.74 397 | 8.46 370 | 5.69 386 | 1.37 255 | 5.67 266 | 3.52 382 | 18.77 401 | 5.65 194 | 9.75 293 | 16.08 338 | 6.36 253 | 3.57 184 | 11.73 363 | 3.64 317 | 0.01 147 | 0.33 551 | 0.03 316 | 1.06 625 | 0.21 259 | 0.65 486 |
|
| TestStereo_HL2 |  | 5.22 276 | 1.38 266 | 5.53 212 | 3.26 158 | 1.86 309 | 5.59 250 | 2.00 288 | 12.91 271 | 13.35 345 | 10.93 315 | 18.83 377 | 7.13 273 | 5.06 273 | 11.93 372 | 4.59 365 | 0.01 147 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 145 | 0.02 22 |
|
| tt1 |  | 5.27 277 | 1.99 454 | 5.11 169 | 6.02 426 | 0.26 10 | 10.59 406 | 4.22 413 | 18.45 394 | 16.31 390 | 6.75 250 | 8.95 235 | 4.75 206 | 9.15 410 | 10.82 305 | 1.61 159 | 0.00 1 | 0.05 216 | 0.00 1 | 0.04 306 | 0.26 302 | 0.14 244 |
|
| IGEV-FE |  | 5.28 278 | 2.03 469 | 14.26 547 | 6.10 433 | 1.33 245 | 4.32 132 | 1.03 134 | 14.46 308 | 6.50 210 | 13.33 367 | 11.86 290 | 11.00 342 | 3.47 178 | 10.71 296 | 3.65 319 | 0.03 275 | 0.22 493 | 0.15 469 | 0.26 507 | 0.80 519 | 0.20 315 |
|
| ACVNet-DCA |  | 5.28 278 | 2.00 456 | 4.99 160 | 5.89 407 | 0.26 10 | 10.85 414 | 5.38 446 | 20.20 425 | 11.88 314 | 6.95 256 | 10.01 249 | 4.49 197 | 9.78 426 | 10.79 300 | 1.59 156 | 0.00 1 | 0.05 216 | 0.00 1 | 0.04 306 | 0.25 291 | 0.20 315 |
|
| IGEV_Zeroshot_test |  | 5.28 278 | 2.03 469 | 14.26 547 | 6.09 430 | 1.33 245 | 4.32 132 | 1.03 134 | 14.46 308 | 6.50 210 | 13.33 367 | 11.89 291 | 11.01 343 | 3.45 175 | 10.71 296 | 3.64 317 | 0.03 275 | 0.22 493 | 0.15 469 | 0.26 507 | 0.80 519 | 0.20 315 |
|
| HLf8 |  | 5.31 281 | 1.68 386 | 7.70 325 | 3.15 146 | 2.75 384 | 7.19 344 | 1.88 270 | 17.68 375 | 16.71 394 | 7.82 266 | 13.88 312 | 6.00 240 | 3.75 192 | 11.89 371 | 3.81 331 | 0.01 147 | 0.00 1 | 0.01 263 | 0.00 1 | 0.15 220 | 0.04 87 |
|
| RCA-Stereo |  | 5.32 282 | 1.08 156 | 5.91 239 | 4.29 269 | 0.51 91 | 5.65 256 | 4.12 406 | 16.97 363 | 18.67 424 | 8.27 273 | 14.16 313 | 8.86 307 | 8.90 405 | 6.45 127 | 2.18 221 | 0.00 1 | 0.07 284 | 0.10 428 | 0.00 1 | 0.10 180 | 0.07 153 |
|
| cc1 |  | 5.34 283 | 2.00 456 | 4.99 160 | 5.89 407 | 0.26 10 | 10.85 414 | 5.38 446 | 17.85 382 | 15.48 376 | 6.95 256 | 10.01 249 | 4.49 197 | 9.78 426 | 10.79 300 | 1.59 156 | 0.00 1 | 0.05 216 | 0.00 1 | 0.04 306 | 0.30 333 | 0.13 233 |
|
| PMTNet |  | 5.36 284 | 0.97 127 | 3.42 54 | 1.97 13 | 1.30 234 | 8.96 377 | 0.69 97 | 12.33 251 | 12.16 319 | 8.50 280 | 11.35 283 | 6.09 241 | 4.50 232 | 9.34 247 | 2.70 258 | 22.71 705 | 0.01 50 | 0.04 340 | 0.02 255 | 0.06 103 | 0.01 9 |
|
| cross-raft |  | 5.37 285 | 1.23 209 | 6.66 271 | 5.91 412 | 1.25 228 | 6.00 293 | 1.48 173 | 15.82 344 | 7.70 248 | 12.95 356 | 20.80 412 | 11.63 354 | 4.42 218 | 8.59 205 | 2.23 226 | 0.01 147 | 0.21 483 | 0.00 1 | 0.22 476 | 0.21 259 | 0.10 187 |
|
| xyz-stereo-finetune |  | 5.39 286 | 1.47 293 | 5.53 212 | 2.65 89 | 0.30 23 | 11.94 436 | 3.28 365 | 12.96 273 | 21.28 453 | 8.14 269 | 12.32 299 | 6.19 243 | 3.62 189 | 11.80 367 | 5.98 409 | 0.01 147 | 0.02 111 | 0.00 1 | 0.02 255 | 0.16 231 | 0.04 87 |
|
| TestStereo-Hl |   | 5.40 287 | 1.33 247 | 5.55 216 | 3.00 133 | 0.89 177 | 5.51 240 | 4.03 402 | 14.53 311 | 13.48 346 | 10.10 300 | 16.08 338 | 8.99 309 | 8.18 389 | 12.60 417 | 3.48 310 | 0.05 323 | 0.03 152 | 0.01 263 | 0.00 1 | 0.16 231 | 0.06 135 |
|
| HH |  | 5.47 288 | 2.08 475 | 9.00 400 | 4.88 312 | 1.07 201 | 4.93 195 | 3.60 389 | 16.68 360 | 6.83 219 | 8.39 277 | 12.14 296 | 15.05 423 | 9.06 408 | 12.68 418 | 1.93 191 | 0.02 234 | 0.17 453 | 0.18 484 | 0.00 1 | 0.28 316 | 0.48 447 |
|
| HanStereo |  | 5.47 288 | 2.08 475 | 9.00 400 | 4.88 312 | 1.07 201 | 4.93 195 | 3.60 389 | 16.68 360 | 6.83 219 | 8.39 277 | 12.14 296 | 15.05 423 | 9.06 408 | 12.68 418 | 1.93 191 | 0.02 234 | 0.17 453 | 0.18 484 | 0.00 1 | 0.28 316 | 0.48 447 |
|
| test_4 |  | 5.47 288 | 0.98 128 | 5.56 220 | 6.55 465 | 0.62 115 | 5.53 243 | 1.88 270 | 11.68 240 | 6.00 200 | 12.60 347 | 30.86 545 | 7.48 287 | 3.87 194 | 12.25 395 | 2.97 275 | 0.00 1 | 0.07 284 | 0.03 316 | 0.14 431 | 0.34 369 | 0.04 87 |
|
| HUI-Stereo |  | 5.48 291 | 1.74 397 | 9.01 402 | 5.08 327 | 0.42 68 | 5.65 256 | 2.77 345 | 12.55 263 | 7.03 232 | 12.54 345 | 18.10 364 | 13.07 389 | 6.71 347 | 9.92 268 | 3.74 325 | 0.61 549 | 0.08 321 | 0.09 409 | 0.00 1 | 0.22 263 | 0.23 346 |
|
| RAFT-Stereo + iAFF |  | 5.48 291 | 1.66 377 | 7.56 316 | 3.49 185 | 0.40 60 | 2.75 54 | 0.67 93 | 16.07 350 | 14.76 362 | 12.27 330 | 18.67 375 | 11.95 364 | 8.08 387 | 7.84 178 | 2.89 269 | 0.01 147 | 0.06 255 | 0.00 1 | 0.00 1 | 0.37 383 | 0.04 87 |
|
| ROB_FTStereo |  | 5.49 293 | 1.74 397 | 8.96 397 | 5.09 328 | 0.42 68 | 5.65 256 | 1.68 216 | 12.53 262 | 7.00 225 | 12.53 343 | 18.00 361 | 13.02 385 | 6.74 350 | 11.51 345 | 3.81 331 | 0.60 545 | 0.09 340 | 0.09 409 | 0.00 1 | 0.22 263 | 0.22 335 |
|
| PSM-adaLoss |  | 5.50 294 | 1.74 397 | 9.03 407 | 5.09 328 | 0.42 68 | 5.66 261 | 1.98 287 | 12.50 255 | 7.01 230 | 12.52 337 | 18.13 367 | 12.96 381 | 6.77 355 | 11.11 321 | 3.83 333 | 0.72 562 | 0.09 340 | 0.09 409 | 0.00 1 | 0.22 263 | 0.22 335 |
|
| ROB_FTStereo_v2 |  | 5.53 295 | 1.74 397 | 8.97 399 | 5.09 328 | 0.42 68 | 5.64 255 | 2.02 291 | 12.50 255 | 7.00 225 | 12.51 336 | 18.10 364 | 12.99 382 | 6.72 348 | 11.50 344 | 4.04 349 | 0.70 558 | 0.09 340 | 0.09 409 | 0.00 1 | 0.22 263 | 0.23 346 |
|
| CRE-IMP |  | 5.53 295 | 1.63 370 | 9.62 437 | 5.65 381 | 0.48 85 | 7.02 341 | 1.70 221 | 11.84 242 | 8.33 264 | 12.99 359 | 16.02 337 | 11.08 345 | 6.23 325 | 12.06 382 | 5.06 384 | 0.28 468 | 0.07 284 | 0.09 409 | 0.00 1 | 0.24 285 | 0.21 327 |
|
| RAFT-IKP |  | 5.53 295 | 1.74 397 | 8.95 394 | 5.09 328 | 0.41 63 | 5.45 237 | 2.08 296 | 12.52 259 | 7.00 225 | 12.52 337 | 18.13 367 | 12.93 380 | 6.79 356 | 11.59 353 | 3.99 344 | 0.80 577 | 0.09 340 | 0.09 409 | 0.00 1 | 0.22 263 | 0.22 335 |
|
| LL-Strereo2 |  | 5.54 298 | 2.17 486 | 9.12 413 | 5.65 381 | 2.54 367 | 6.48 320 | 2.27 311 | 15.08 322 | 7.79 250 | 10.99 316 | 10.26 262 | 15.94 438 | 3.50 182 | 13.25 448 | 3.63 316 | 0.00 1 | 0.13 413 | 1.34 623 | 0.10 407 | 0.30 333 | 0.19 310 |
|
| iGMRVC |  | 5.54 298 | 1.74 397 | 9.01 402 | 5.09 328 | 0.42 68 | 5.66 261 | 1.81 262 | 12.61 266 | 7.02 231 | 12.52 337 | 18.11 366 | 13.02 385 | 6.64 344 | 11.57 349 | 4.16 350 | 0.82 581 | 0.09 340 | 0.09 409 | 0.00 1 | 0.22 263 | 0.21 327 |
|
| Gwc-CoAtRS |  | 5.54 298 | 1.22 204 | 8.40 363 | 4.28 265 | 1.36 254 | 6.93 338 | 1.31 155 | 15.48 333 | 15.03 364 | 12.62 348 | 13.32 308 | 12.74 378 | 5.71 301 | 8.61 206 | 2.98 277 | 0.01 147 | 0.22 493 | 0.00 1 | 0.29 521 | 0.28 316 | 0.07 153 |
|
| test_3 |  | 5.55 301 | 1.02 137 | 8.07 347 | 6.18 438 | 0.54 98 | 9.00 378 | 3.28 365 | 13.55 291 | 18.66 423 | 11.97 327 | 8.89 234 | 13.98 406 | 4.05 202 | 8.96 231 | 2.10 214 | 0.00 1 | 0.05 216 | 0.00 1 | 0.31 534 | 0.26 302 | 0.18 293 |
|
| CFNet-RSSM |  | 5.55 301 | 1.08 156 | 8.60 380 | 4.30 270 | 1.21 224 | 6.42 319 | 1.25 149 | 16.12 352 | 17.84 412 | 13.12 360 | 11.14 281 | 11.84 359 | 5.52 290 | 9.14 240 | 2.35 232 | 0.01 147 | 0.20 475 | 0.00 1 | 0.36 550 | 0.34 369 | 0.07 153 |
|
| TestStereo_HLe17 |  | 5.56 303 | 1.69 389 | 9.09 411 | 3.07 138 | 2.43 360 | 7.21 345 | 2.98 356 | 17.93 385 | 16.13 388 | 8.49 279 | 16.14 341 | 5.57 230 | 4.29 213 | 12.87 428 | 3.21 298 | 0.04 296 | 0.00 1 | 0.01 263 | 0.00 1 | 0.10 180 | 0.04 87 |
|
| Patchmatch Stereo++ |  | 5.56 303 | 1.74 397 | 9.01 402 | 5.09 328 | 0.41 63 | 5.66 261 | 2.40 323 | 12.52 259 | 7.00 225 | 12.52 337 | 18.08 362 | 13.02 385 | 6.74 350 | 11.59 353 | 4.01 346 | 0.78 571 | 0.09 340 | 0.09 409 | 0.00 1 | 0.22 263 | 0.22 335 |
| 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 |  | 5.56 303 | 1.74 397 | 9.01 402 | 5.09 328 | 0.41 63 | 5.66 261 | 2.40 323 | 12.52 259 | 7.00 225 | 12.52 337 | 18.08 362 | 13.02 385 | 6.74 350 | 11.59 353 | 4.01 346 | 0.78 571 | 0.09 340 | 0.09 409 | 0.00 1 | 0.22 263 | 0.22 335 |
|
| raftrobust |  | 5.56 303 | 1.42 277 | 6.00 244 | 7.04 494 | 5.11 532 | 4.90 194 | 1.88 270 | 17.13 366 | 13.72 348 | 11.87 324 | 11.58 288 | 7.82 290 | 9.21 411 | 10.28 278 | 2.92 273 | 0.02 234 | 0.05 216 | 0.00 1 | 0.00 1 | 0.22 263 | 0.11 205 |
|
| monster_256*512 |  | 5.59 307 | 1.48 300 | 5.42 198 | 5.24 357 | 3.41 422 | 5.27 226 | 3.69 391 | 24.08 475 | 13.24 339 | 7.52 265 | 10.58 269 | 12.66 376 | 7.73 375 | 7.05 148 | 3.68 322 | 0.02 234 | 0.00 1 | 0.00 1 | 0.01 210 | 0.35 373 | 0.40 424 |
|
| 1test111 |  | 5.59 307 | 2.00 456 | 4.99 160 | 5.89 407 | 0.26 10 | 10.85 414 | 5.38 446 | 20.20 425 | 11.88 314 | 6.95 256 | 10.01 249 | 4.49 197 | 9.78 426 | 11.09 319 | 7.45 440 | 0.00 1 | 0.05 216 | 0.00 1 | 0.04 306 | 0.25 291 | 0.20 315 |
|
| xyz-stereo-finetune2 |  | 5.60 309 | 1.64 371 | 5.87 237 | 2.44 63 | 0.32 29 | 15.39 511 | 1.90 275 | 10.59 225 | 5.28 181 | 10.58 309 | 17.82 359 | 7.37 285 | 8.93 406 | 14.86 488 | 8.46 478 | 0.01 147 | 0.02 111 | 0.08 397 | 0.14 431 | 0.23 278 | 0.04 87 |
|
| test-1 |  | 5.62 310 | 1.53 322 | 14.78 558 | 7.44 513 | 1.11 206 | 7.99 364 | 1.19 143 | 13.03 277 | 12.04 318 | 9.39 291 | 15.23 328 | 11.15 348 | 5.56 293 | 7.06 149 | 3.57 312 | 0.07 355 | 0.50 590 | 0.00 1 | 0.10 407 | 0.16 231 | 0.47 443 |
|
| DeepStereo_RVC |  | 5.65 311 | 1.65 373 | 9.06 409 | 5.21 352 | 0.56 102 | 5.55 248 | 1.84 266 | 12.16 248 | 7.22 236 | 13.94 376 | 14.96 324 | 12.58 373 | 10.27 435 | 11.25 334 | 5.81 407 | 0.39 503 | 0.10 362 | 0.11 441 | 0.00 1 | 0.18 246 | 0.22 335 |
|
| HLF11 |  | 5.67 312 | 1.55 330 | 8.56 375 | 3.38 172 | 3.06 407 | 4.57 152 | 1.23 147 | 18.20 391 | 9.49 284 | 9.83 295 | 16.96 351 | 7.53 289 | 4.93 263 | 15.35 495 | 8.47 479 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.23 278 | 0.01 9 |
|
| MM-Stereo_test3 |  | 5.71 313 | 1.22 204 | 5.59 225 | 5.84 404 | 5.43 558 | 4.74 178 | 6.54 497 | 19.30 413 | 23.72 486 | 8.53 281 | 11.36 284 | 7.15 275 | 2.84 153 | 8.62 208 | 2.51 244 | 0.05 323 | 0.07 284 | 0.00 1 | 0.00 1 | 0.45 413 | 0.17 283 |
|
| EKT-Stereo |  | 5.73 314 | 1.42 277 | 7.85 331 | 7.16 502 | 5.35 554 | 5.22 221 | 4.41 417 | 18.13 390 | 14.05 351 | 8.77 285 | 12.85 304 | 9.55 321 | 4.26 212 | 11.19 330 | 2.45 241 | 0.45 517 | 0.23 501 | 0.07 386 | 0.10 407 | 0.16 231 | 0.87 519 |
|
| NRIStereo |  | 5.73 314 | 1.67 380 | 8.42 365 | 5.72 393 | 0.41 63 | 6.71 331 | 2.60 336 | 14.73 317 | 10.71 303 | 12.39 334 | 15.07 325 | 11.58 353 | 6.23 325 | 12.06 382 | 4.78 371 | 0.61 549 | 0.17 453 | 0.11 441 | 0.00 1 | 0.28 316 | 0.27 370 |
|
| rvit_0105_6 |  | 5.74 316 | 2.76 521 | 14.29 549 | 9.83 586 | 1.73 291 | 5.18 219 | 5.24 441 | 10.21 213 | 20.31 439 | 6.26 245 | 6.78 202 | 10.10 332 | 6.43 336 | 11.20 332 | 3.33 304 | 0.18 412 | 0.29 535 | 0.00 1 | 0.00 1 | 0.51 448 | 0.14 244 |
|
| RAFT-Test |  | 5.75 317 | 1.32 244 | 6.77 280 | 4.07 235 | 1.71 289 | 9.95 389 | 1.56 196 | 15.78 343 | 8.34 266 | 12.73 351 | 23.83 453 | 11.80 357 | 4.69 245 | 8.99 233 | 2.57 247 | 0.01 147 | 0.29 535 | 0.00 1 | 0.38 557 | 0.16 231 | 0.07 153 |
|
| Selective-RAFT |  | 5.78 318 | 0.83 78 | 10.24 469 | 6.70 477 | 0.72 148 | 15.49 516 | 1.13 139 | 13.82 305 | 15.41 373 | 6.97 260 | 6.97 211 | 11.63 354 | 8.27 391 | 12.32 397 | 4.73 369 | 0.10 372 | 0.01 50 | 0.00 1 | 0.26 507 | 0.07 128 | 0.03 56 |
|
| SMOE |  | 5.86 319 | 1.15 184 | 5.68 228 | 4.41 275 | 0.90 180 | 13.49 469 | 6.83 509 | 17.46 371 | 11.25 310 | 11.53 321 | 14.89 323 | 9.61 322 | 7.48 369 | 6.40 126 | 2.77 262 | 0.23 445 | 0.01 50 | 2.36 643 | 0.05 335 | 0.45 413 | 0.34 401 |
|
| 11t1 |  | 5.86 319 | 1.10 164 | 7.74 329 | 5.18 346 | 1.44 257 | 13.82 476 | 2.36 315 | 14.92 320 | 7.26 239 | 12.98 358 | 11.10 280 | 11.24 349 | 9.30 413 | 11.59 353 | 6.54 420 | 0.10 372 | 0.16 448 | 0.00 1 | 0.01 210 | 0.18 246 | 0.23 346 |
|
| s12784h |  | 5.87 321 | 0.88 99 | 4.11 113 | 3.01 134 | 0.51 91 | 18.49 571 | 0.98 129 | 18.89 405 | 17.60 409 | 12.52 337 | 12.46 300 | 7.87 293 | 5.01 270 | 11.05 317 | 3.13 293 | 0.73 566 | 0.01 50 | 0.04 340 | 0.00 1 | 0.07 128 | 0.01 9 |
|
| H2IRNET |  | 5.89 322 | 1.14 177 | 6.65 269 | 4.13 244 | 2.24 346 | 4.15 120 | 0.73 102 | 12.10 247 | 13.21 337 | 7.09 261 | 20.45 404 | 15.74 434 | 10.74 444 | 10.36 281 | 7.84 458 | 0.06 344 | 0.00 1 | 0.07 386 | 0.53 589 | 0.37 383 | 0.16 274 |
|
| anonymousdsp2 |  | 5.93 323 | 1.54 327 | 8.34 357 | 4.43 280 | 0.38 58 | 9.24 384 | 4.11 404 | 21.92 453 | 17.36 404 | 12.28 332 | 10.08 256 | 10.05 329 | 4.42 218 | 11.04 315 | 2.54 246 | 0.01 147 | 0.02 111 | 0.30 534 | 0.18 450 | 0.21 259 | 0.18 293 |
|
| GMStereo |   | 5.94 324 | 3.84 562 | 10.86 485 | 5.13 338 | 0.71 139 | 7.27 348 | 2.66 341 | 12.38 252 | 25.14 503 | 12.01 329 | 10.66 270 | 5.12 215 | 3.46 177 | 11.39 340 | 6.16 415 | 0.45 517 | 0.02 111 | 0.05 351 | 0.31 534 | 0.86 525 | 0.25 360 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| S0 |  | 5.95 325 | 1.20 199 | 5.32 189 | 4.51 283 | 2.78 387 | 18.26 566 | 13.84 624 | 12.84 270 | 7.10 234 | 11.37 319 | 13.26 307 | 8.10 299 | 5.94 309 | 8.70 215 | 2.58 248 | 1.95 627 | 0.27 528 | 0.15 469 | 0.07 370 | 0.45 413 | 0.20 315 |
|
| RALCasStereoNet |  | 5.95 325 | 2.02 466 | 7.09 296 | 7.06 495 | 5.10 531 | 6.36 315 | 5.44 452 | 13.97 306 | 13.25 340 | 9.93 296 | 17.45 355 | 10.37 335 | 3.89 195 | 11.64 358 | 4.24 354 | 0.02 234 | 0.46 581 | 0.10 428 | 0.00 1 | 0.20 254 | 0.31 391 |
|
| GMOStereo |  | 5.97 327 | 1.55 330 | 7.18 297 | 5.17 341 | 0.71 139 | 5.54 244 | 2.21 302 | 10.54 221 | 12.86 328 | 18.29 488 | 22.01 430 | 17.06 454 | 6.27 327 | 6.62 133 | 2.43 236 | 0.00 1 | 0.23 501 | 0.12 445 | 0.00 1 | 0.46 419 | 0.10 187 |
|
| error version |  | 5.97 327 | 1.55 330 | 7.18 297 | 5.17 341 | 0.71 139 | 5.54 244 | 2.21 302 | 10.54 221 | 12.86 328 | 18.29 488 | 22.01 430 | 17.06 454 | 6.27 327 | 6.62 133 | 2.43 236 | 0.00 1 | 0.23 501 | 0.12 445 | 0.00 1 | 0.46 419 | 0.10 187 |
|
| test-v |  | 5.97 327 | 1.55 330 | 7.18 297 | 5.17 341 | 0.71 139 | 5.54 244 | 2.21 302 | 10.54 221 | 12.86 328 | 18.29 488 | 22.01 430 | 17.06 454 | 6.27 327 | 6.62 133 | 2.43 236 | 0.00 1 | 0.23 501 | 0.12 445 | 0.00 1 | 0.46 419 | 0.10 187 |
|
| test-2 |  | 5.97 327 | 1.55 330 | 7.18 297 | 5.17 341 | 0.71 139 | 5.54 244 | 2.21 302 | 10.54 221 | 12.86 328 | 18.29 488 | 22.01 430 | 17.06 454 | 6.27 327 | 6.62 133 | 2.43 236 | 0.00 1 | 0.23 501 | 0.12 445 | 0.00 1 | 0.46 419 | 0.10 187 |
|
| xx1 |  | 5.99 331 | 2.00 456 | 4.99 160 | 5.89 407 | 0.26 10 | 10.85 414 | 5.38 446 | 17.84 380 | 15.48 376 | 6.95 256 | 10.01 249 | 16.02 441 | 11.15 456 | 10.79 300 | 1.59 156 | 0.00 1 | 0.05 216 | 0.02 296 | 0.05 335 | 0.25 291 | 0.20 315 |
|
| rafts_anoy |  | 6.02 332 | 1.67 380 | 6.27 260 | 6.53 462 | 4.98 521 | 5.30 228 | 2.53 331 | 13.77 302 | 21.01 447 | 12.70 350 | 16.23 343 | 8.56 305 | 5.65 299 | 9.09 238 | 5.22 390 | 0.04 296 | 0.31 543 | 0.09 409 | 0.03 282 | 0.25 291 | 0.17 283 |
|
| TestStereo |  | 6.02 332 | 2.55 513 | 7.33 309 | 5.57 377 | 1.68 288 | 6.05 301 | 1.78 255 | 13.73 299 | 16.40 393 | 10.87 314 | 23.79 452 | 9.00 310 | 5.63 298 | 11.26 335 | 3.96 341 | 0.09 364 | 0.01 50 | 0.00 1 | 0.00 1 | 0.69 498 | 0.01 9 |
|
| Any-RAFT |  | 6.04 334 | 1.16 186 | 4.52 134 | 4.47 281 | 1.20 222 | 10.46 398 | 1.97 286 | 21.84 448 | 15.52 378 | 11.21 318 | 19.37 383 | 13.34 394 | 4.72 252 | 8.65 212 | 2.03 204 | 0.01 147 | 0.19 469 | 0.00 1 | 0.00 1 | 0.04 79 | 0.08 168 |
|
| iRaft-Stereo_20w |  | 6.06 335 | 1.84 430 | 12.04 506 | 4.23 254 | 1.67 285 | 6.77 335 | 2.22 306 | 18.73 400 | 6.08 202 | 14.72 390 | 10.33 263 | 13.42 399 | 8.14 388 | 15.88 511 | 3.08 290 | 0.01 147 | 0.24 512 | 0.13 457 | 0.39 560 | 0.61 481 | 0.71 496 |
|
| DCRE |  | 6.07 336 | 1.75 406 | 8.41 364 | 7.20 503 | 3.82 448 | 6.48 320 | 4.18 412 | 15.52 335 | 10.42 297 | 9.24 289 | 22.47 441 | 11.71 356 | 5.46 287 | 10.62 291 | 3.02 281 | 0.02 234 | 0.26 524 | 0.05 351 | 0.30 529 | 0.15 220 | 0.24 353 |
|
| XX-Stereo |  | 6.14 337 | 1.47 293 | 9.11 412 | 11.87 635 | 6.76 606 | 3.27 82 | 0.93 124 | 15.13 324 | 5.43 186 | 8.79 287 | 28.46 507 | 13.71 403 | 2.22 122 | 11.51 345 | 2.07 208 | 0.20 424 | 0.24 512 | 0.08 397 | 0.29 521 | 1.04 539 | 0.13 233 |
|
| AFF-stereo |  | 6.17 338 | 1.61 359 | 7.02 293 | 4.08 238 | 0.64 119 | 3.53 97 | 0.76 106 | 16.00 348 | 13.14 335 | 12.86 352 | 25.42 469 | 15.67 433 | 7.86 380 | 11.12 322 | 3.21 298 | 0.02 234 | 0.06 255 | 0.00 1 | 0.00 1 | 0.40 398 | 0.08 168 |
|
| knoymous |  | 6.19 339 | 1.49 307 | 4.49 132 | 3.81 222 | 1.87 313 | 5.84 277 | 5.76 460 | 14.51 310 | 14.18 354 | 13.31 366 | 21.59 426 | 12.64 374 | 6.49 339 | 12.41 403 | 4.03 348 | 0.12 385 | 0.13 413 | 0.12 445 | 0.00 1 | 0.71 503 | 0.35 407 |
|
| TRStereo |  | 6.22 340 | 6.09 602 | 11.30 491 | 9.19 565 | 7.41 624 | 4.75 180 | 1.74 240 | 19.70 417 | 11.74 312 | 10.61 310 | 8.65 229 | 10.67 338 | 3.22 166 | 13.81 464 | 3.60 315 | 0.31 475 | 0.23 501 | 0.12 445 | 0.36 550 | 0.48 430 | 0.38 414 |
|
| AnonymousM |  | 6.33 341 | 11.42 654 | 3.06 31 | 3.93 230 | 1.49 264 | 4.54 148 | 3.29 367 | 11.00 233 | 7.70 248 | 16.52 443 | 9.38 244 | 9.07 311 | 3.97 198 | 7.10 150 | 3.01 278 | 0.43 513 | 0.07 284 | 22.69 701 | 7.67 687 | 0.06 103 | 0.21 327 |
|
| AIO-test1 |  | 6.38 342 | 1.41 276 | 5.70 230 | 9.77 582 | 5.61 565 | 9.09 380 | 1.79 256 | 21.63 446 | 20.69 443 | 6.75 250 | 17.68 357 | 8.19 300 | 4.99 268 | 10.38 282 | 3.16 294 | 0.01 147 | 0.01 50 | 0.00 1 | 0.13 425 | 0.28 316 | 0.26 364 |
|
| MyStereo06 |  | 6.40 343 | 1.76 412 | 13.15 521 | 6.19 439 | 4.40 490 | 7.09 342 | 9.95 567 | 16.68 360 | 6.98 224 | 12.91 353 | 10.76 277 | 17.84 475 | 5.71 301 | 9.97 271 | 3.39 307 | 0.06 344 | 0.10 362 | 0.02 296 | 0.04 306 | 0.73 508 | 0.29 380 |
|
| DCANet-4 |  | 6.41 344 | 1.02 137 | 9.66 442 | 3.41 174 | 0.68 128 | 4.73 173 | 1.70 221 | 17.70 376 | 24.33 496 | 15.10 401 | 20.25 398 | 6.45 257 | 8.65 397 | 8.47 200 | 5.31 394 | 0.01 147 | 0.04 177 | 0.00 1 | 0.00 1 | 0.09 156 | 0.63 478 |
|
| riskmin |  | 6.42 345 | 1.29 232 | 6.76 279 | 3.95 231 | 2.25 347 | 10.49 400 | 2.53 331 | 15.11 323 | 17.60 409 | 9.77 294 | 12.91 305 | 15.25 428 | 12.04 481 | 11.58 350 | 5.11 385 | 0.14 393 | 0.24 512 | 0.13 457 | 0.03 282 | 0.61 481 | 0.69 491 |
|
| DisPM |  | 6.43 346 | 1.31 240 | 8.36 359 | 6.61 472 | 1.06 200 | 5.83 275 | 3.82 396 | 13.04 278 | 11.63 311 | 16.38 438 | 23.88 455 | 12.80 379 | 6.50 340 | 13.03 442 | 3.04 283 | 0.51 532 | 0.01 50 | 0.08 397 | 0.15 440 | 0.10 180 | 0.42 428 |
|
| Lsterematch |  | 6.44 347 | 1.75 406 | 6.90 287 | 3.57 199 | 0.63 117 | 8.44 373 | 1.54 190 | 12.51 257 | 16.89 397 | 16.22 433 | 25.52 471 | 9.64 324 | 4.42 218 | 12.06 382 | 7.98 463 | 0.00 1 | 0.04 177 | 0.00 1 | 0.00 1 | 0.29 324 | 0.31 391 |
|
| DCANet |  | 6.46 348 | 1.59 350 | 7.28 304 | 3.51 190 | 0.68 128 | 4.77 186 | 1.75 243 | 15.33 329 | 23.62 481 | 15.55 417 | 20.73 411 | 7.31 282 | 11.56 471 | 8.83 225 | 5.26 392 | 0.00 1 | 0.05 216 | 0.00 1 | 0.00 1 | 0.26 302 | 1.11 545 |
|
| S |  | 6.47 349 | 1.14 177 | 6.16 252 | 3.77 220 | 5.27 547 | 15.96 524 | 7.30 525 | 15.06 321 | 16.00 387 | 13.40 371 | 17.00 352 | 6.36 253 | 8.81 403 | 7.41 161 | 3.32 303 | 0.22 435 | 0.07 284 | 0.59 567 | 0.41 564 | 0.53 456 | 0.57 468 |
|
| RALAANet |  | 6.49 350 | 2.49 509 | 9.69 447 | 7.09 496 | 4.98 521 | 6.23 306 | 1.68 216 | 19.90 422 | 14.26 355 | 15.04 400 | 14.56 317 | 12.69 377 | 4.38 216 | 12.91 432 | 3.07 287 | 0.02 234 | 0.07 284 | 0.00 1 | 0.10 407 | 0.51 448 | 0.15 265 |
|
| Pruner-Stereo |  | 6.59 351 | 1.51 316 | 8.71 384 | 6.34 448 | 0.85 169 | 5.66 261 | 4.15 407 | 13.74 300 | 11.02 304 | 18.11 483 | 22.09 435 | 15.86 437 | 5.80 304 | 11.75 365 | 5.15 387 | 0.60 545 | 0.02 111 | 0.18 484 | 0.10 407 | 0.07 128 | 0.16 274 |
|
| sAnonymous2 |  | 6.59 351 | 6.21 604 | 19.05 603 | 8.91 555 | 5.27 547 | 4.58 154 | 6.69 503 | 15.56 336 | 11.12 307 | 4.86 216 | 8.71 232 | 3.81 178 | 7.93 381 | 7.38 159 | 2.89 269 | 0.09 364 | 0.07 284 | 0.05 351 | 0.28 517 | 11.25 679 | 7.10 666 |
|
| CroCo_RVC |  | 6.59 351 | 6.21 604 | 19.05 603 | 8.91 555 | 5.27 547 | 4.58 154 | 6.69 503 | 15.56 336 | 11.12 307 | 4.86 216 | 8.71 232 | 3.81 178 | 7.93 381 | 7.38 159 | 2.89 269 | 0.09 364 | 0.07 284 | 0.05 351 | 0.28 517 | 11.25 679 | 7.10 666 |
|
| SST-Stereo |  | 6.60 354 | 1.46 291 | 8.37 360 | 6.68 475 | 0.77 156 | 6.01 296 | 1.93 279 | 14.68 316 | 9.24 280 | 19.09 506 | 20.43 403 | 16.86 452 | 8.59 396 | 13.49 454 | 3.80 330 | 0.22 435 | 0.05 216 | 0.13 457 | 0.00 1 | 0.08 145 | 0.05 119 |
|
| PSM-softLoss |  | 6.61 355 | 1.60 354 | 9.42 429 | 6.48 457 | 0.88 174 | 5.65 256 | 2.04 293 | 22.64 458 | 8.77 270 | 13.95 377 | 22.11 437 | 13.01 383 | 5.22 281 | 12.73 422 | 6.05 410 | 0.49 526 | 0.06 255 | 0.27 518 | 0.56 592 | 0.16 231 | 0.06 135 |
|
| KMStereo |  | 6.61 355 | 1.60 354 | 9.42 429 | 6.48 457 | 0.88 174 | 5.65 256 | 2.04 293 | 22.64 458 | 8.77 270 | 13.95 377 | 22.11 437 | 13.01 383 | 5.22 281 | 12.73 422 | 6.05 410 | 0.49 526 | 0.06 255 | 0.27 518 | 0.56 592 | 0.16 231 | 0.06 135 |
|
| ADStereo(finetuned) |  | 6.68 357 | 1.59 350 | 9.70 448 | 3.49 185 | 0.68 128 | 4.79 187 | 1.75 243 | 15.33 329 | 23.64 482 | 15.56 418 | 20.68 406 | 7.30 281 | 13.85 518 | 8.71 216 | 5.17 388 | 0.00 1 | 0.05 216 | 0.00 1 | 0.00 1 | 0.25 291 | 1.05 540 |
|
| PFNet+ |  | 6.68 357 | 1.40 272 | 9.60 435 | 5.64 380 | 0.85 169 | 5.79 274 | 1.74 240 | 13.63 293 | 15.30 370 | 17.88 476 | 21.38 423 | 14.52 415 | 6.07 316 | 12.74 424 | 4.89 379 | 0.63 554 | 0.20 475 | 0.11 441 | 0.30 529 | 0.05 96 | 0.91 526 |
|
| rvit_0105_4 |  | 6.69 359 | 2.81 523 | 15.46 562 | 10.22 598 | 1.58 272 | 5.99 291 | 5.81 461 | 13.77 302 | 23.65 483 | 7.16 262 | 9.46 245 | 12.64 374 | 7.78 378 | 12.03 375 | 3.83 333 | 0.19 416 | 0.47 583 | 0.00 1 | 0.01 210 | 0.60 479 | 0.37 411 |
|
| raft+_RVC |  | 6.69 359 | 1.61 359 | 5.57 221 | 6.37 449 | 4.62 505 | 6.51 323 | 6.18 480 | 20.39 432 | 23.38 478 | 10.62 312 | 17.82 359 | 9.89 327 | 5.65 299 | 10.70 295 | 3.67 321 | 0.00 1 | 0.14 430 | 0.00 1 | 0.00 1 | 0.34 369 | 0.27 370 |
|
| NF-Stereo |  | 6.72 361 | 1.59 350 | 8.93 390 | 6.60 470 | 0.73 153 | 6.27 310 | 3.38 375 | 20.21 431 | 18.01 415 | 13.22 365 | 19.46 387 | 11.82 358 | 6.16 321 | 12.39 401 | 4.74 370 | 0.33 478 | 0.06 255 | 0.20 495 | 0.23 485 | 0.08 145 | 0.05 119 |
|
| RE-Stereo |  | 6.73 362 | 1.58 347 | 8.94 392 | 6.59 467 | 0.71 139 | 6.27 310 | 3.51 380 | 20.20 425 | 17.99 413 | 13.21 362 | 19.46 387 | 11.94 362 | 6.20 323 | 12.34 398 | 4.79 374 | 0.34 482 | 0.05 216 | 0.20 495 | 0.23 485 | 0.09 156 | 0.05 119 |
|
| TVStereo |  | 6.73 362 | 1.58 347 | 8.94 392 | 6.59 467 | 0.71 139 | 6.27 310 | 3.51 380 | 20.20 425 | 17.99 413 | 13.21 362 | 19.46 387 | 11.94 362 | 6.20 323 | 12.34 398 | 4.79 374 | 0.34 482 | 0.05 216 | 0.20 495 | 0.23 485 | 0.09 156 | 0.05 119 |
|
| OCTAStereo |  | 6.74 364 | 1.59 350 | 8.96 397 | 6.60 470 | 0.72 148 | 6.25 307 | 3.50 378 | 20.20 425 | 18.03 416 | 13.21 362 | 19.45 385 | 12.07 370 | 6.16 321 | 12.36 400 | 4.78 371 | 0.35 485 | 0.06 255 | 0.20 495 | 0.23 485 | 0.09 156 | 0.05 119 |
|
| DIP-Stereo |  | 6.74 364 | 1.93 446 | 10.02 465 | 4.28 265 | 1.64 282 | 13.54 470 | 1.52 185 | 15.16 325 | 6.63 215 | 14.30 385 | 26.81 488 | 10.90 341 | 5.19 279 | 14.78 487 | 7.56 446 | 0.00 1 | 0.06 255 | 0.05 351 | 0.00 1 | 0.17 242 | 0.17 283 |
| 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 |  | 6.75 366 | 1.67 380 | 12.34 508 | 4.67 295 | 1.47 259 | 10.01 391 | 2.24 308 | 26.43 505 | 17.22 400 | 14.72 390 | 12.75 301 | 7.02 272 | 9.68 424 | 8.44 199 | 5.26 392 | 0.01 147 | 0.04 177 | 0.05 351 | 0.09 395 | 0.35 373 | 0.55 462 |
|
| TestStereo_HL3 |  | 6.76 367 | 1.13 174 | 9.61 436 | 3.71 212 | 1.99 326 | 10.46 398 | 6.01 474 | 13.68 294 | 8.31 263 | 12.97 357 | 33.03 583 | 12.44 372 | 8.03 386 | 11.04 315 | 2.39 234 | 0.11 379 | 0.05 216 | 0.01 263 | 0.01 210 | 0.09 156 | 0.06 135 |
|
| RAFT-345 |  | 6.79 368 | 1.29 232 | 6.80 282 | 5.06 324 | 0.91 182 | 5.61 253 | 3.32 374 | 13.36 287 | 10.17 295 | 13.73 373 | 43.66 660 | 9.12 313 | 5.38 286 | 12.29 396 | 4.44 360 | 0.32 476 | 0.05 216 | 0.09 409 | 0.06 358 | 0.06 103 | 0.03 56 |
|
| x |  | 6.80 369 | 1.36 257 | 6.94 289 | 4.58 291 | 1.88 314 | 10.78 410 | 4.55 422 | 19.79 420 | 10.62 300 | 12.69 349 | 19.54 390 | 14.87 421 | 10.11 432 | 9.52 251 | 8.03 467 | 0.07 355 | 0.15 437 | 0.04 340 | 0.04 306 | 0.24 285 | 0.22 335 |
|
| PAM_32 |  | 6.82 370 | 1.73 394 | 14.16 544 | 5.34 365 | 1.47 259 | 13.84 477 | 0.88 119 | 14.75 318 | 6.34 208 | 14.22 383 | 9.14 239 | 24.94 563 | 11.87 477 | 12.50 412 | 2.79 265 | 0.14 393 | 0.27 528 | 0.09 409 | 0.42 569 | 0.54 459 | 0.89 522 |
|
| fff |  | 6.83 371 | 1.55 330 | 7.28 304 | 3.56 193 | 0.32 29 | 4.73 173 | 1.70 221 | 15.75 340 | 31.87 566 | 15.11 402 | 20.25 398 | 6.90 268 | 12.80 497 | 8.63 209 | 5.33 395 | 0.01 147 | 0.04 177 | 0.00 1 | 0.00 1 | 0.09 156 | 0.63 478 |
|
| csc |  | 6.83 371 | 1.55 330 | 7.28 304 | 3.56 193 | 0.32 29 | 4.73 173 | 1.70 221 | 15.75 340 | 31.87 566 | 15.11 402 | 20.25 398 | 6.90 268 | 12.80 497 | 8.63 209 | 5.33 395 | 0.01 147 | 0.04 177 | 0.00 1 | 0.00 1 | 0.09 156 | 0.63 478 |
|
| cscssc |  | 6.83 371 | 1.55 330 | 7.28 304 | 3.56 193 | 0.32 29 | 4.73 173 | 1.70 221 | 15.75 340 | 31.87 566 | 15.11 402 | 20.25 398 | 6.90 268 | 12.80 497 | 8.63 209 | 5.33 395 | 0.01 147 | 0.04 177 | 0.00 1 | 0.00 1 | 0.09 156 | 0.63 478 |
|
| Hybrid-DGEV-03 |  | 6.90 374 | 1.58 347 | 5.75 232 | 6.11 434 | 1.20 222 | 11.62 429 | 2.60 336 | 13.70 297 | 14.15 353 | 16.58 445 | 29.44 521 | 14.00 407 | 5.86 306 | 10.87 309 | 3.69 323 | 0.00 1 | 0.07 284 | 0.13 457 | 0.00 1 | 0.35 373 | 0.28 375 |
|
| UGAM-zero |  | 6.91 375 | 1.47 293 | 13.65 535 | 4.24 256 | 1.67 285 | 5.51 240 | 0.72 101 | 17.44 370 | 6.74 217 | 14.56 386 | 15.84 335 | 24.16 551 | 14.20 527 | 12.79 425 | 3.96 341 | 0.00 1 | 0.22 493 | 0.02 296 | 0.58 594 | 0.14 212 | 0.27 370 |
|
| RAFT_R40 |  | 6.91 375 | 1.53 322 | 8.45 368 | 6.79 483 | 0.77 156 | 5.86 282 | 3.82 396 | 14.85 319 | 14.53 360 | 18.05 482 | 20.03 395 | 17.06 454 | 8.69 398 | 13.40 451 | 3.84 335 | 0.14 393 | 0.02 111 | 0.14 462 | 0.00 1 | 0.09 156 | 0.05 119 |
|
| SME |  | 6.92 377 | 2.49 509 | 5.22 180 | 5.77 397 | 1.73 291 | 21.26 590 | 4.16 408 | 17.28 369 | 15.47 375 | 11.84 323 | 16.16 342 | 7.82 290 | 10.32 436 | 11.72 362 | 5.18 389 | 0.80 577 | 0.00 1 | 0.05 351 | 0.07 370 | 0.87 527 | 0.22 335 |
|
| OMP-Stereo |  | 6.93 378 | 2.57 515 | 9.03 407 | 10.63 608 | 1.72 290 | 4.89 192 | 1.91 276 | 17.84 380 | 15.56 379 | 16.69 449 | 14.16 313 | 17.70 472 | 7.33 366 | 12.93 433 | 4.83 377 | 0.24 451 | 0.03 152 | 0.06 374 | 0.02 255 | 0.19 250 | 0.39 417 |
|
| PAM |  | 6.94 379 | 1.65 373 | 14.88 559 | 5.38 367 | 1.98 325 | 14.76 499 | 1.28 151 | 14.54 312 | 6.77 218 | 15.52 415 | 9.10 237 | 24.15 550 | 11.60 473 | 12.46 409 | 2.33 230 | 0.04 296 | 0.28 534 | 0.07 386 | 0.42 569 | 0.57 472 | 0.99 534 |
|
| qqq |  | 6.96 380 | 1.40 272 | 8.15 351 | 4.50 282 | 1.03 193 | 8.55 374 | 6.93 514 | 20.20 425 | 11.88 314 | 12.00 328 | 18.19 369 | 16.02 441 | 11.15 456 | 11.09 319 | 7.45 440 | 0.06 344 | 0.13 413 | 0.02 296 | 0.05 335 | 0.25 291 | 0.20 315 |
|
| AIO-test2 |  | 7.01 381 | 2.23 494 | 6.87 284 | 8.42 547 | 5.28 550 | 9.03 379 | 5.32 443 | 25.92 498 | 23.54 479 | 6.78 252 | 20.55 405 | 5.25 221 | 3.58 187 | 9.56 253 | 2.50 243 | 3.96 657 | 0.04 177 | 0.03 316 | 0.47 581 | 0.56 470 | 0.33 397 |
|
| MIM_Stereo |  | 7.02 382 | 1.55 330 | 10.78 482 | 4.17 246 | 0.58 105 | 5.25 224 | 1.32 158 | 19.03 406 | 12.59 327 | 16.74 451 | 28.83 510 | 13.20 391 | 5.53 291 | 12.89 430 | 7.11 432 | 0.00 1 | 0.23 501 | 0.00 1 | 0.01 210 | 0.38 390 | 0.28 375 |
|
| R-Stereo Train |  | 7.04 383 | 1.34 252 | 7.89 334 | 6.23 441 | 2.30 350 | 7.51 352 | 5.54 454 | 23.96 470 | 6.94 222 | 16.26 435 | 33.57 592 | 12.04 367 | 5.61 294 | 7.67 168 | 3.74 325 | 0.01 147 | 0.05 216 | 0.01 263 | 0.00 1 | 0.10 180 | 0.12 216 |
|
| RAFT-Stereo |   | 7.04 383 | 1.34 252 | 7.89 334 | 6.23 441 | 2.30 350 | 7.51 352 | 5.54 454 | 23.96 470 | 6.94 222 | 16.26 435 | 33.57 592 | 12.04 367 | 5.61 294 | 7.67 168 | 3.74 325 | 0.01 147 | 0.05 216 | 0.01 263 | 0.00 1 | 0.10 180 | 0.12 216 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| ACRE |  | 7.07 385 | 2.38 501 | 13.26 522 | 7.36 508 | 4.86 512 | 10.28 394 | 4.40 415 | 15.51 334 | 13.69 347 | 17.22 461 | 19.23 382 | 8.00 296 | 4.20 209 | 10.64 292 | 8.50 480 | 0.33 478 | 0.32 546 | 0.03 316 | 0.14 431 | 0.37 383 | 0.77 506 |
|
| MyStereo8 |  | 7.13 386 | 2.48 507 | 10.86 485 | 6.81 485 | 4.98 521 | 10.73 407 | 1.42 168 | 14.58 314 | 9.73 286 | 15.75 420 | 23.16 447 | 12.17 371 | 7.96 384 | 9.85 265 | 10.21 509 | 0.04 296 | 0.19 469 | 0.08 397 | 0.21 473 | 0.58 476 | 0.82 510 |
|
| IPLGR |  | 7.14 387 | 1.31 240 | 13.14 520 | 4.24 256 | 1.15 217 | 9.78 388 | 0.98 129 | 23.98 472 | 21.70 460 | 16.22 433 | 18.43 370 | 8.45 304 | 7.66 371 | 9.26 244 | 5.45 400 | 0.21 429 | 0.05 216 | 0.04 340 | 0.06 358 | 0.32 355 | 0.38 414 |
|
| CIPLG |  | 7.15 388 | 2.44 504 | 12.82 515 | 7.38 509 | 4.93 516 | 10.51 401 | 4.56 423 | 15.17 326 | 13.25 340 | 17.45 467 | 19.75 391 | 8.42 303 | 4.60 241 | 11.41 341 | 8.31 474 | 0.33 478 | 0.32 546 | 0.03 316 | 0.14 431 | 0.37 383 | 0.72 498 |
|
| AIO-Stereo-zeroshot |   | 7.16 389 | 3.12 540 | 14.04 542 | 4.74 298 | 6.89 613 | 6.58 327 | 0.68 94 | 21.97 454 | 9.36 283 | 10.84 313 | 17.38 353 | 17.36 468 | 9.24 412 | 12.45 408 | 4.44 360 | 0.04 296 | 0.24 512 | 0.10 428 | 1.00 623 | 1.36 562 | 1.43 566 |
|
| IPLGR_C |  | 7.16 389 | 2.48 507 | 12.98 518 | 7.52 518 | 4.91 515 | 10.56 402 | 4.59 425 | 15.63 339 | 14.12 352 | 17.42 465 | 18.87 378 | 8.00 296 | 4.59 240 | 10.76 299 | 8.81 484 | 0.32 476 | 0.32 546 | 0.03 316 | 0.13 425 | 0.36 376 | 0.76 503 |
|
| IPLG |  | 7.20 391 | 1.43 281 | 12.55 512 | 5.17 341 | 4.32 485 | 11.11 423 | 1.48 173 | 21.79 447 | 15.10 366 | 19.16 507 | 20.23 397 | 5.26 222 | 5.61 294 | 11.68 359 | 8.14 470 | 0.05 323 | 0.06 255 | 0.03 316 | 0.07 370 | 0.33 363 | 0.50 452 |
|
| StereoVision |  | 7.21 392 | 2.17 486 | 9.29 421 | 9.43 569 | 3.91 453 | 5.09 215 | 1.91 276 | 20.04 423 | 17.37 405 | 8.57 282 | 29.59 524 | 11.08 345 | 6.76 354 | 12.44 404 | 4.71 368 | 0.54 536 | 0.05 216 | 0.16 477 | 0.03 282 | 0.82 521 | 0.30 383 |
|
| 111 |  | 7.26 393 | 1.65 373 | 7.28 304 | 3.56 193 | 0.32 29 | 10.76 408 | 3.53 383 | 20.55 434 | 27.51 529 | 10.07 299 | 16.62 347 | 14.30 409 | 9.53 421 | 12.02 374 | 5.87 408 | 0.14 393 | 0.01 50 | 0.00 1 | 0.00 1 | 0.31 345 | 1.14 549 |
|
| HHNet |  | 7.39 394 | 1.75 406 | 7.24 302 | 3.26 158 | 3.18 411 | 5.04 211 | 6.40 490 | 19.04 407 | 15.70 381 | 20.71 537 | 32.13 569 | 10.69 339 | 5.91 307 | 10.45 285 | 4.60 366 | 0.40 506 | 0.07 284 | 0.21 500 | 0.13 425 | 0.54 459 | 0.41 425 |
|
| noway7 |  | 7.40 395 | 6.70 612 | 18.40 598 | 5.73 394 | 3.28 417 | 6.40 318 | 2.10 297 | 27.85 522 | 14.49 359 | 10.18 302 | 10.19 258 | 15.48 432 | 10.32 436 | 8.19 192 | 6.26 416 | 0.08 359 | 0.00 1 | 0.01 263 | 0.00 1 | 1.41 565 | 1.02 539 |
|
| ASMatch |  | 7.40 395 | 1.42 277 | 8.49 372 | 5.09 328 | 2.00 328 | 4.74 178 | 2.62 338 | 16.54 358 | 13.17 336 | 17.08 456 | 34.75 600 | 13.13 390 | 10.33 439 | 12.04 378 | 4.82 376 | 0.05 323 | 0.24 512 | 0.21 500 | 0.17 448 | 0.16 231 | 0.97 530 |
|
| IIG-Stereo |  | 7.41 397 | 2.13 484 | 8.55 374 | 10.02 592 | 1.76 296 | 6.82 336 | 1.53 188 | 17.17 367 | 15.84 385 | 18.74 501 | 20.30 402 | 18.01 480 | 8.39 393 | 12.89 430 | 5.22 390 | 0.27 464 | 0.03 152 | 0.03 316 | 0.00 1 | 0.16 231 | 0.30 383 |
|
| RAFT+CT+SA |  | 7.44 398 | 1.46 291 | 6.46 265 | 10.73 611 | 3.34 421 | 4.70 170 | 7.45 529 | 16.45 355 | 25.89 511 | 10.18 302 | 27.15 493 | 7.27 280 | 8.00 385 | 15.11 490 | 3.19 297 | 0.02 234 | 0.00 1 | 0.18 484 | 0.46 580 | 0.30 333 | 0.47 443 |
|
| LCNet |  | 7.52 399 | 1.23 209 | 5.35 192 | 6.42 454 | 1.29 233 | 9.27 385 | 5.64 457 | 17.85 382 | 10.63 301 | 16.54 444 | 24.54 460 | 14.85 420 | 11.29 460 | 11.74 364 | 3.88 336 | 0.02 234 | 0.02 111 | 0.22 504 | 2.04 649 | 0.90 533 | 6.76 659 |
|
| rvit_0105_5 |  | 7.60 400 | 3.13 541 | 16.37 576 | 9.97 591 | 1.59 274 | 7.41 350 | 6.27 482 | 17.78 379 | 25.62 508 | 10.30 306 | 10.39 264 | 14.79 419 | 8.95 407 | 12.51 413 | 4.87 378 | 0.17 409 | 0.42 567 | 0.00 1 | 0.11 417 | 0.62 484 | 0.71 496 |
|
| IGEV-BASED-STEREO- |  | 7.61 401 | 27.25 697 | 41.87 673 | 2.73 97 | 0.41 63 | 4.25 129 | 1.50 178 | 6.63 98 | 3.87 134 | 4.31 194 | 3.78 108 | 2.48 136 | 1.39 84 | 5.67 105 | 1.56 154 | 25.09 707 | 0.05 216 | 0.01 263 | 0.08 379 | 4.67 637 | 14.58 695 |
|
| TestStereo1 |  | 7.62 402 | 1.62 365 | 7.60 318 | 10.47 604 | 1.86 309 | 4.76 181 | 2.48 327 | 19.73 418 | 22.33 467 | 16.79 452 | 26.02 476 | 9.33 316 | 9.30 413 | 15.92 514 | 3.37 305 | 0.01 147 | 0.02 111 | 0.02 296 | 0.05 335 | 0.55 463 | 0.28 375 |
|
| SA-5K |  | 7.62 402 | 1.62 365 | 7.60 318 | 10.47 604 | 1.86 309 | 4.76 181 | 2.48 327 | 19.73 418 | 22.33 467 | 16.79 452 | 26.02 476 | 9.33 316 | 9.30 413 | 15.92 514 | 3.37 305 | 0.01 147 | 0.02 111 | 0.02 296 | 0.05 335 | 0.55 463 | 0.28 375 |
|
| Select-FE |  | 7.63 404 | 3.47 549 | 20.76 619 | 6.30 445 | 3.70 440 | 4.03 117 | 0.92 123 | 18.82 402 | 5.95 198 | 12.56 346 | 23.32 448 | 19.63 506 | 12.90 500 | 13.98 468 | 3.39 307 | 0.09 364 | 0.51 594 | 0.05 351 | 0.70 602 | 0.29 324 | 1.21 557 |
|
| FACV-RUCA |  | 7.66 405 | 1.94 447 | 9.40 428 | 7.72 528 | 6.03 586 | 12.99 459 | 3.10 362 | 19.47 414 | 18.51 421 | 12.27 330 | 18.43 370 | 8.28 301 | 10.16 433 | 11.38 339 | 5.62 402 | 0.36 488 | 0.62 607 | 4.36 660 | 0.30 529 | 1.72 578 | 0.55 462 |
|
| test_sample1 |  | 7.66 405 | 1.26 222 | 8.87 388 | 5.04 321 | 2.61 371 | 14.61 496 | 4.58 424 | 20.08 424 | 9.81 290 | 13.83 375 | 21.62 427 | 18.21 486 | 12.26 484 | 11.71 360 | 8.01 465 | 0.11 379 | 0.11 384 | 0.02 296 | 0.02 255 | 0.20 254 | 0.17 283 |
|
| mmm |  | 7.72 407 | 1.50 313 | 8.56 375 | 5.29 359 | 1.89 315 | 14.14 483 | 5.70 459 | 18.42 393 | 11.02 304 | 16.04 428 | 23.78 451 | 17.00 453 | 10.03 431 | 12.03 375 | 7.54 444 | 0.12 385 | 0.07 284 | 0.50 558 | 0.20 469 | 0.31 345 | 0.18 293 |
|
| RAFT-RH_RVC |  | 7.73 408 | 1.25 218 | 6.99 291 | 4.83 305 | 0.90 180 | 11.76 431 | 1.53 188 | 13.00 276 | 14.43 358 | 17.51 469 | 46.41 673 | 11.02 344 | 6.30 331 | 12.68 418 | 4.93 381 | 0.51 532 | 0.04 177 | 0.12 445 | 0.13 425 | 0.09 156 | 0.09 175 |
|
| AIO-Stereo-zeroshot1 |   | 7.76 409 | 3.78 558 | 19.59 607 | 5.04 321 | 10.79 665 | 5.87 284 | 1.85 267 | 19.52 415 | 7.33 241 | 14.18 380 | 21.16 419 | 16.50 447 | 5.97 314 | 13.73 463 | 3.79 329 | 0.04 296 | 0.17 453 | 0.04 340 | 1.30 636 | 2.45 596 | 2.15 599 |
|
| TransformOpticalFlow |  | 7.76 409 | 1.90 436 | 9.31 424 | 5.50 375 | 1.18 220 | 6.97 340 | 8.27 537 | 17.86 384 | 13.21 337 | 14.58 387 | 29.13 513 | 19.01 494 | 10.85 446 | 12.51 413 | 3.69 323 | 0.01 147 | 0.04 177 | 0.20 495 | 0.04 306 | 0.17 242 | 0.84 513 |
|
| HITNet |  | 7.83 411 | 2.93 531 | 8.39 361 | 4.76 302 | 1.48 262 | 12.75 454 | 4.64 426 | 20.97 436 | 14.37 357 | 15.14 406 | 22.15 439 | 14.57 416 | 10.62 441 | 14.38 478 | 8.14 470 | 0.04 296 | 0.01 50 | 0.48 555 | 0.02 255 | 0.57 472 | 0.10 187 |
| 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 |  | 7.86 412 | 1.27 225 | 7.98 340 | 5.00 320 | 2.29 349 | 13.33 465 | 6.88 511 | 20.42 433 | 15.24 368 | 13.95 377 | 21.58 425 | 18.96 493 | 12.12 482 | 12.07 385 | 5.36 398 | 0.12 385 | 0.10 362 | 0.07 386 | 0.03 282 | 0.28 316 | 0.19 310 |
|
| PFNet |  | 7.91 413 | 1.44 287 | 11.60 497 | 7.03 492 | 2.42 358 | 7.60 358 | 6.03 475 | 23.36 467 | 17.24 402 | 20.29 529 | 17.67 356 | 15.44 431 | 7.71 374 | 13.02 441 | 5.71 405 | 0.24 451 | 0.20 475 | 0.12 445 | 0.19 463 | 0.31 345 | 0.61 476 |
|
| SA |  | 7.93 414 | 1.54 327 | 9.13 415 | 7.98 535 | 0.64 119 | 5.85 279 | 2.29 312 | 22.27 455 | 24.54 501 | 13.17 361 | 31.07 549 | 8.87 308 | 10.32 436 | 16.49 531 | 3.12 291 | 0.04 296 | 0.12 397 | 0.17 479 | 0.30 529 | 0.45 413 | 0.17 283 |
|
| AAGNet |  | 7.94 415 | 1.48 300 | 9.34 426 | 7.13 501 | 0.70 134 | 5.85 279 | 5.16 439 | 15.40 332 | 14.01 349 | 20.13 526 | 24.03 456 | 15.28 429 | 11.52 467 | 12.05 379 | 15.47 564 | 0.63 554 | 0.06 255 | 0.32 536 | 0.01 210 | 0.12 197 | 0.09 175 |
|
| FENet |  | 7.94 415 | 1.01 135 | 6.72 272 | 5.87 406 | 2.07 333 | 11.11 423 | 2.03 292 | 21.39 441 | 20.81 444 | 17.14 459 | 22.65 442 | 14.43 411 | 11.54 470 | 12.97 436 | 7.89 460 | 0.15 402 | 0.24 512 | 0.03 316 | 0.02 255 | 0.14 212 | 0.62 477 |
|
| dd |  | 7.96 417 | 4.08 566 | 11.49 496 | 6.53 462 | 0.93 186 | 8.28 371 | 4.03 402 | 16.53 357 | 33.82 585 | 15.17 408 | 16.50 346 | 6.79 265 | 5.96 313 | 14.30 475 | 9.90 500 | 1.13 607 | 0.42 567 | 0.17 479 | 0.44 576 | 2.01 589 | 0.79 507 |
|
| raft_robust |  | 7.97 418 | 2.26 496 | 6.75 276 | 5.83 402 | 0.72 148 | 5.57 249 | 0.84 114 | 33.59 606 | 34.21 592 | 18.17 484 | 19.88 394 | 6.50 258 | 5.62 297 | 15.33 493 | 2.83 268 | 0.03 275 | 0.23 501 | 0.00 1 | 0.37 554 | 0.32 355 | 0.39 417 |
|
| STrans-v2 |  | 7.98 419 | 1.84 430 | 9.42 429 | 4.84 308 | 1.48 262 | 12.23 443 | 10.05 572 | 19.06 410 | 12.32 323 | 13.63 372 | 26.06 480 | 18.13 485 | 12.35 487 | 12.99 438 | 3.99 344 | 0.01 147 | 0.01 50 | 0.18 484 | 0.01 210 | 0.22 263 | 0.83 511 |
|
| zzzzzzz1 |  | 8.07 420 | 7.41 621 | 19.27 606 | 5.70 387 | 5.22 539 | 7.73 359 | 3.29 367 | 19.54 416 | 18.81 426 | 10.22 304 | 16.45 345 | 14.44 412 | 9.67 423 | 12.40 402 | 7.55 445 | 0.94 592 | 0.27 528 | 0.00 1 | 0.06 358 | 1.62 570 | 0.87 519 |
|
| Prome-Stereo |  | 8.10 421 | 1.28 228 | 5.48 207 | 6.50 459 | 1.51 266 | 6.70 330 | 9.42 557 | 21.08 438 | 9.13 279 | 20.88 538 | 32.84 578 | 11.95 364 | 11.86 476 | 11.75 365 | 3.97 343 | 0.01 147 | 0.02 111 | 0.18 484 | 0.12 420 | 0.41 401 | 7.01 664 |
|
| IGEV_i1 |  | 8.11 422 | 1.53 322 | 9.99 460 | 5.80 398 | 1.15 217 | 16.03 525 | 7.19 523 | 19.82 421 | 15.30 370 | 16.39 439 | 17.38 353 | 17.95 478 | 8.38 392 | 14.44 479 | 7.44 438 | 0.25 457 | 0.19 469 | 1.08 609 | 1.12 630 | 0.26 302 | 0.54 460 |
|
| ffm |  | 8.12 423 | 1.43 281 | 9.67 443 | 5.70 387 | 3.44 425 | 11.96 437 | 6.35 484 | 18.45 394 | 16.31 390 | 15.83 423 | 31.44 557 | 17.22 463 | 10.87 448 | 10.82 305 | 1.61 159 | 0.00 1 | 0.05 216 | 0.80 587 | 0.08 379 | 0.26 302 | 0.14 244 |
|
| CASS |  | 8.15 424 | 1.67 380 | 7.68 324 | 8.25 544 | 1.52 267 | 14.39 488 | 2.72 342 | 22.65 460 | 17.23 401 | 15.42 413 | 22.68 443 | 13.47 400 | 11.87 477 | 12.44 404 | 6.07 413 | 0.96 596 | 0.05 216 | 0.12 445 | 0.01 210 | 0.71 503 | 3.14 622 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| Hybrid-DGEV-2 |  | 8.17 425 | 2.51 512 | 8.34 357 | 8.55 550 | 1.17 219 | 11.10 422 | 1.08 136 | 30.90 568 | 27.91 530 | 12.92 354 | 15.67 331 | 11.91 361 | 14.50 537 | 11.71 360 | 4.55 363 | 0.05 323 | 0.08 321 | 0.00 1 | 0.05 335 | 0.28 316 | 0.13 233 |
|
| DN-CSS_ROB |  | 8.17 425 | 2.59 517 | 14.14 543 | 6.11 434 | 3.22 414 | 6.31 313 | 3.53 383 | 22.92 464 | 20.59 442 | 16.66 447 | 30.05 532 | 9.31 315 | 7.95 383 | 13.49 454 | 4.78 371 | 0.72 562 | 0.00 1 | 0.45 552 | 0.00 1 | 0.54 459 | 0.09 175 |
|
| RAFT_CTSACE |  | 8.24 427 | 1.97 451 | 8.39 361 | 6.89 489 | 5.11 532 | 5.86 282 | 2.63 339 | 14.62 315 | 16.88 396 | 23.52 577 | 34.77 601 | 16.02 441 | 7.37 367 | 17.91 549 | 2.23 226 | 0.00 1 | 0.12 397 | 0.00 1 | 0.03 282 | 0.39 393 | 0.05 119 |
|
| FLISNet |  | 8.30 428 | 2.00 456 | 6.75 276 | 4.58 291 | 5.15 537 | 4.16 121 | 0.50 78 | 17.99 387 | 9.24 280 | 25.03 591 | 28.22 503 | 20.23 509 | 12.47 490 | 17.93 550 | 11.49 527 | 0.00 1 | 0.10 362 | 0.00 1 | 0.05 335 | 0.08 145 | 0.05 119 |
|
| CoSv |  | 8.30 428 | 2.00 456 | 6.75 276 | 4.58 291 | 5.15 537 | 4.16 121 | 0.50 78 | 17.99 387 | 9.24 280 | 25.03 591 | 28.22 503 | 20.23 509 | 12.47 490 | 17.93 550 | 11.49 527 | 0.00 1 | 0.10 362 | 0.00 1 | 0.05 335 | 0.08 145 | 0.05 119 |
|
| GMM-Stereo |  | 8.34 430 | 1.09 162 | 6.42 262 | 6.14 437 | 2.52 364 | 10.30 396 | 9.64 563 | 23.44 468 | 10.64 302 | 17.84 474 | 29.89 528 | 17.37 469 | 7.75 377 | 11.55 347 | 4.36 356 | 0.05 323 | 0.01 50 | 0.23 508 | 0.90 612 | 0.46 419 | 6.26 653 |
|
| GANet-ADL |  | 8.36 431 | 2.31 499 | 8.44 367 | 7.39 511 | 2.65 377 | 12.58 450 | 5.24 441 | 29.55 550 | 25.24 504 | 14.19 382 | 16.70 349 | 17.07 459 | 6.91 358 | 10.65 293 | 6.26 416 | 0.38 493 | 0.39 559 | 0.10 428 | 0.12 420 | 0.75 514 | 0.28 375 |
|
| Sa-1000 |  | 8.38 432 | 1.50 313 | 8.13 349 | 7.56 520 | 0.89 177 | 14.39 488 | 2.47 326 | 24.31 479 | 23.74 487 | 15.18 409 | 28.35 506 | 11.42 352 | 8.85 404 | 16.20 526 | 3.28 302 | 0.17 409 | 0.23 501 | 0.15 469 | 0.23 485 | 0.46 419 | 0.19 310 |
|
| GwcNet-ADL |  | 8.48 433 | 1.70 390 | 9.38 427 | 7.10 498 | 2.78 387 | 6.74 334 | 6.57 500 | 30.15 555 | 26.01 515 | 15.15 407 | 17.77 358 | 13.93 405 | 6.96 359 | 12.96 435 | 9.91 501 | 0.48 525 | 0.72 614 | 0.01 263 | 0.01 210 | 0.51 448 | 0.84 513 |
|
| ARAFT |  | 8.50 434 | 3.19 542 | 16.58 578 | 5.52 376 | 0.91 182 | 12.13 442 | 11.20 595 | 17.19 368 | 18.28 420 | 18.40 495 | 16.33 344 | 17.10 460 | 8.58 395 | 18.56 557 | 5.00 382 | 0.11 379 | 0.04 177 | 0.00 1 | 0.00 1 | 0.55 463 | 0.25 360 |
|
| test_5 |  | 8.51 435 | 1.50 313 | 8.19 356 | 11.06 620 | 5.00 524 | 6.91 337 | 5.67 458 | 17.50 372 | 22.09 464 | 16.07 429 | 29.63 525 | 15.28 429 | 10.78 445 | 15.94 516 | 3.65 319 | 0.00 1 | 0.00 1 | 0.26 515 | 0.08 379 | 0.31 345 | 0.35 407 |
|
| RAFT |  | 8.51 435 | 2.16 485 | 8.93 390 | 8.14 539 | 0.81 165 | 12.63 451 | 8.49 544 | 16.34 353 | 15.56 379 | 22.31 560 | 18.99 380 | 19.29 501 | 11.39 465 | 17.57 545 | 6.05 410 | 0.01 147 | 0.19 469 | 0.27 518 | 0.02 255 | 0.64 491 | 0.45 440 |
|
| GES |  | 8.51 435 | 1.98 453 | 11.82 500 | 6.39 451 | 1.77 298 | 12.36 447 | 6.22 481 | 21.55 443 | 21.34 454 | 19.02 505 | 26.02 476 | 8.79 306 | 9.34 416 | 13.94 467 | 7.24 434 | 0.38 493 | 0.10 362 | 0.30 534 | 0.14 431 | 0.69 498 | 0.73 499 |
|
| DMCA |  | 8.51 435 | 1.90 436 | 9.96 457 | 5.16 340 | 4.14 469 | 10.29 395 | 4.46 419 | 25.52 490 | 19.55 430 | 16.33 437 | 20.69 407 | 17.59 470 | 11.26 459 | 10.42 284 | 11.36 526 | 0.50 529 | 0.08 321 | 0.35 540 | 0.05 335 | 0.36 376 | 0.31 391 |
|
| PSM-AAD |  | 8.62 439 | 1.22 204 | 5.69 229 | 6.31 447 | 1.12 208 | 12.74 453 | 10.01 571 | 19.29 412 | 15.25 369 | 21.54 553 | 25.11 465 | 14.24 408 | 13.47 508 | 12.15 390 | 3.93 340 | 0.01 147 | 0.06 255 | 2.48 645 | 0.16 443 | 0.38 390 | 7.28 669 |
|
| FTStereo |  | 8.67 440 | 1.13 174 | 6.04 247 | 6.04 427 | 2.39 357 | 7.86 362 | 12.05 609 | 17.72 377 | 8.33 264 | 20.16 527 | 41.41 644 | 16.10 445 | 12.64 495 | 10.80 303 | 4.37 357 | 0.18 412 | 0.01 50 | 0.09 409 | 0.16 443 | 0.15 220 | 5.71 647 |
|
| iRaft-Stereo_5w |  | 8.70 441 | 1.81 428 | 9.33 425 | 5.83 402 | 3.78 444 | 4.87 191 | 11.12 594 | 15.86 347 | 14.80 363 | 15.23 410 | 26.36 482 | 21.49 520 | 12.91 501 | 15.94 516 | 12.73 536 | 0.58 540 | 0.05 216 | 0.08 397 | 0.09 395 | 0.85 524 | 0.33 397 |
|
| test_sample3 |  | 8.76 442 | 1.62 365 | 9.99 460 | 5.21 352 | 2.61 371 | 17.43 557 | 5.37 444 | 26.91 512 | 19.77 433 | 17.13 458 | 20.82 413 | 16.55 449 | 9.70 425 | 12.52 415 | 8.59 481 | 0.21 429 | 0.07 284 | 0.05 351 | 0.04 306 | 0.39 393 | 0.30 383 |
|
| IRAFT_RVC |  | 8.76 442 | 1.47 293 | 9.55 434 | 7.31 505 | 1.77 298 | 6.49 322 | 10.43 582 | 25.94 499 | 27.33 525 | 17.50 468 | 19.85 393 | 17.93 477 | 10.21 434 | 12.88 429 | 5.44 399 | 0.17 409 | 0.30 539 | 0.19 492 | 0.05 335 | 0.22 263 | 0.12 216 |
|
| HCRNet |  | 8.80 444 | 1.43 281 | 7.74 329 | 14.41 656 | 5.25 543 | 10.85 414 | 2.56 335 | 26.07 501 | 18.04 417 | 15.48 414 | 25.03 463 | 18.63 491 | 9.93 429 | 13.01 439 | 6.76 425 | 0.04 296 | 0.04 177 | 0.10 428 | 0.01 210 | 0.18 246 | 0.38 414 |
|
| DEmStereo |  | 8.85 445 | 1.36 257 | 9.99 460 | 4.24 256 | 1.05 199 | 11.49 427 | 5.91 463 | 13.76 301 | 26.68 521 | 22.03 558 | 32.92 580 | 11.86 360 | 15.27 554 | 11.48 342 | 8.08 469 | 0.16 405 | 0.15 437 | 0.02 296 | 0.09 395 | 0.09 156 | 0.44 435 |
|
| SFCPSM |  | 8.85 445 | 1.40 272 | 11.34 492 | 5.23 356 | 3.47 430 | 16.55 546 | 7.18 522 | 30.71 566 | 25.24 504 | 16.45 440 | 19.45 385 | 11.10 347 | 9.61 422 | 11.88 369 | 5.52 401 | 0.22 435 | 0.17 453 | 0.36 543 | 0.22 476 | 0.29 324 | 0.58 471 |
|
| Selective-IGEV-i1 |  | 8.86 447 | 1.33 247 | 10.58 475 | 5.92 413 | 2.99 403 | 13.65 472 | 10.07 573 | 24.12 477 | 28.99 538 | 14.85 394 | 19.75 391 | 18.80 492 | 6.10 318 | 11.22 333 | 5.69 404 | 0.10 372 | 0.29 535 | 0.92 600 | 1.10 627 | 0.26 302 | 0.51 453 |
|
| GrayStereo |  | 8.86 447 | 1.17 189 | 6.94 289 | 8.09 537 | 2.82 389 | 10.58 405 | 11.40 600 | 17.93 385 | 15.74 382 | 22.43 563 | 30.95 546 | 17.80 474 | 12.44 489 | 11.19 330 | 4.57 364 | 0.02 234 | 0.02 111 | 0.18 484 | 0.79 608 | 0.31 345 | 1.90 587 |
|
| anonymousa |  | 9.03 449 | 1.62 365 | 8.03 346 | 4.19 251 | 5.53 563 | 15.37 510 | 3.81 395 | 18.55 397 | 21.20 452 | 18.28 487 | 30.99 547 | 20.79 512 | 13.42 506 | 10.58 287 | 7.57 447 | 0.00 1 | 0.05 216 | 0.29 530 | 0.18 450 | 0.10 180 | 0.11 205 |
|
| KYRaft |  | 9.04 450 | 1.11 167 | 7.02 293 | 6.50 459 | 0.97 190 | 8.27 370 | 8.19 536 | 22.86 463 | 8.20 259 | 21.30 550 | 31.38 554 | 22.64 533 | 8.20 390 | 11.99 373 | 2.96 274 | 0.02 234 | 0.02 111 | 0.05 351 | 0.68 601 | 0.40 398 | 18.09 703 |
|
| DFGA-Net |  | 9.06 451 | 3.56 551 | 17.96 594 | 5.71 392 | 3.89 449 | 10.76 408 | 3.08 361 | 25.17 486 | 29.50 539 | 16.21 432 | 18.47 373 | 9.49 320 | 6.31 332 | 15.80 507 | 12.54 533 | 0.05 323 | 0.00 1 | 0.06 374 | 0.09 395 | 1.76 579 | 0.83 511 |
|
| rvit_stereo_0075_2 |  | 9.10 452 | 3.87 563 | 19.26 605 | 11.81 633 | 8.82 651 | 5.75 272 | 4.40 415 | 22.77 461 | 17.68 411 | 11.90 325 | 28.34 505 | 16.05 444 | 6.35 334 | 14.30 475 | 7.67 455 | 0.52 534 | 0.34 554 | 0.51 559 | 0.08 379 | 0.38 390 | 1.14 549 |
|
| test_sample4 |  | 9.10 452 | 1.65 373 | 9.91 455 | 5.19 349 | 2.57 369 | 16.59 548 | 5.38 446 | 27.37 517 | 19.80 435 | 17.80 473 | 27.52 496 | 15.01 422 | 11.21 458 | 12.69 421 | 8.15 472 | 0.21 429 | 0.07 284 | 0.06 374 | 0.03 282 | 0.43 407 | 0.30 383 |
|
| BUS |  | 9.20 454 | 1.48 300 | 7.93 336 | 6.74 480 | 3.96 454 | 17.62 563 | 2.79 347 | 33.06 601 | 21.58 457 | 17.99 479 | 21.34 420 | 14.49 413 | 9.40 418 | 14.18 470 | 10.57 513 | 0.19 416 | 0.13 413 | 0.14 462 | 0.04 306 | 0.30 333 | 0.09 175 |
|
| rvit_0105_3 |  | 9.23 455 | 3.67 554 | 17.68 590 | 11.75 631 | 1.89 315 | 9.37 387 | 8.48 543 | 18.68 398 | 30.64 556 | 15.02 399 | 14.72 320 | 17.87 476 | 9.94 430 | 15.66 503 | 6.54 420 | 0.36 488 | 0.43 572 | 0.01 263 | 0.41 564 | 0.50 444 | 1.01 537 |
|
| MyStereo04 |  | 9.24 456 | 1.92 443 | 8.78 386 | 6.09 430 | 4.31 482 | 6.54 324 | 9.96 569 | 32.24 592 | 41.99 641 | 14.26 384 | 11.98 294 | 12.00 366 | 12.01 480 | 13.93 465 | 7.53 443 | 0.06 344 | 0.10 362 | 0.03 316 | 0.04 306 | 0.63 487 | 0.30 383 |
|
| CoDeX |  | 9.24 456 | 1.77 418 | 9.54 433 | 6.08 429 | 3.79 446 | 16.45 543 | 6.76 508 | 26.15 502 | 25.03 502 | 17.18 460 | 25.12 466 | 14.69 418 | 11.68 474 | 12.22 392 | 6.71 424 | 0.30 472 | 0.20 475 | 0.15 469 | 0.02 255 | 0.23 278 | 0.68 489 |
|
| CrosDoStereo |  | 9.24 456 | 1.29 232 | 8.16 353 | 4.56 289 | 1.04 196 | 7.52 354 | 15.00 638 | 15.85 345 | 24.31 494 | 24.27 580 | 33.44 589 | 13.37 395 | 13.82 516 | 12.23 393 | 8.86 487 | 0.01 147 | 0.11 384 | 0.09 409 | 0.04 306 | 0.36 376 | 0.53 457 |
|
| DeepStereo_LL |  | 9.24 456 | 1.29 232 | 8.16 353 | 4.56 289 | 1.04 196 | 7.52 354 | 15.00 638 | 15.85 345 | 24.31 494 | 24.27 580 | 33.44 589 | 13.37 395 | 13.82 516 | 12.23 393 | 8.86 487 | 0.01 147 | 0.11 384 | 0.09 409 | 0.04 306 | 0.36 376 | 0.53 457 |
|
| DRaft |  | 9.27 460 | 1.23 209 | 9.08 410 | 3.62 204 | 0.78 158 | 13.27 464 | 5.89 462 | 16.97 363 | 29.57 541 | 21.15 548 | 38.46 627 | 10.09 331 | 13.98 522 | 11.58 350 | 7.91 461 | 0.43 513 | 0.30 539 | 0.06 374 | 0.26 507 | 0.26 302 | 0.45 440 |
|
| MyStereo05 |  | 9.29 461 | 1.76 412 | 8.95 394 | 6.19 439 | 4.40 490 | 7.09 342 | 9.95 567 | 31.21 572 | 40.82 633 | 17.31 463 | 12.93 306 | 10.33 334 | 12.52 493 | 13.93 465 | 7.05 431 | 0.06 344 | 0.10 362 | 0.02 296 | 0.04 306 | 0.73 508 | 0.29 380 |
|
| MLCV |  | 9.32 462 | 2.22 492 | 12.55 512 | 5.22 354 | 1.32 240 | 13.79 475 | 1.35 163 | 21.14 440 | 23.65 483 | 21.91 556 | 31.37 553 | 17.14 461 | 7.57 370 | 16.00 520 | 10.18 507 | 0.22 435 | 0.01 50 | 0.03 316 | 0.02 255 | 0.40 398 | 0.29 380 |
|
| DispNO |  | 9.33 463 | 1.78 421 | 15.84 568 | 5.73 394 | 5.74 576 | 12.24 444 | 4.81 434 | 25.06 484 | 21.10 449 | 16.70 450 | 20.86 414 | 17.78 473 | 11.76 475 | 16.74 536 | 8.85 486 | 0.22 435 | 0.15 437 | 0.03 316 | 0.12 420 | 0.41 401 | 0.64 484 |
|
| test_sample5 |  | 9.36 464 | 1.61 359 | 9.63 439 | 5.30 360 | 2.52 364 | 15.42 513 | 6.00 470 | 27.25 515 | 19.96 436 | 18.36 493 | 31.81 563 | 15.99 439 | 11.29 460 | 13.21 444 | 7.66 453 | 0.23 445 | 0.08 321 | 0.07 386 | 0.04 306 | 0.48 430 | 0.34 401 |
|
| BEATNet_4x |  | 9.37 465 | 4.85 579 | 12.05 507 | 5.48 374 | 1.35 252 | 13.15 462 | 6.15 479 | 25.06 484 | 16.74 395 | 16.18 431 | 24.65 461 | 17.29 467 | 12.51 492 | 16.91 539 | 10.92 519 | 0.38 493 | 0.18 461 | 0.81 592 | 0.05 335 | 1.95 585 | 0.65 486 |
|
| DNS |  | 9.38 466 | 14.54 667 | 3.54 65 | 2.57 82 | 1.33 245 | 3.06 67 | 1.47 172 | 9.42 186 | 3.79 131 | 1.36 48 | 4.88 156 | 3.61 173 | 3.07 160 | 29.11 645 | 22.21 614 | 0.13 390 | 3.45 680 | 0.42 549 | 0.41 564 | 38.21 711 | 40.94 719 |
|
| THIR-Stereo |  | 9.38 466 | 1.78 421 | 8.50 373 | 4.74 298 | 0.71 139 | 15.92 523 | 11.93 607 | 16.39 354 | 21.56 456 | 24.27 580 | 32.07 567 | 14.40 410 | 14.14 526 | 11.49 343 | 8.39 477 | 0.05 323 | 0.25 520 | 0.10 428 | 0.05 335 | 0.33 363 | 0.58 471 |
|
| ff1 |  | 9.41 468 | 1.43 281 | 9.67 443 | 5.70 387 | 3.44 425 | 11.96 437 | 6.35 484 | 18.45 394 | 16.31 390 | 15.83 423 | 31.44 557 | 17.22 463 | 10.87 448 | 16.19 523 | 21.98 610 | 0.00 1 | 0.05 216 | 0.80 587 | 0.08 379 | 0.26 302 | 0.14 244 |
|
| G2L-ROB |  | 9.43 469 | 1.49 307 | 8.01 344 | 5.66 384 | 4.08 464 | 11.74 430 | 7.70 533 | 29.33 545 | 18.14 418 | 19.72 517 | 21.64 428 | 22.32 531 | 11.02 453 | 16.47 530 | 10.74 518 | 0.02 234 | 0.01 50 | 0.00 1 | 0.00 1 | 0.19 250 | 0.33 397 |
|
| GANet-RSSM |  | 9.48 470 | 1.32 244 | 6.45 264 | 6.72 479 | 5.51 562 | 12.78 455 | 6.03 475 | 26.55 506 | 18.96 428 | 14.92 395 | 27.95 499 | 25.41 568 | 14.69 541 | 13.52 457 | 7.60 450 | 0.10 372 | 0.10 362 | 0.16 477 | 0.01 210 | 0.51 448 | 0.39 417 |
|
| UCFNet_RVC |  | 9.48 470 | 2.12 482 | 4.89 153 | 7.03 492 | 3.78 444 | 16.05 526 | 6.37 488 | 28.25 529 | 20.00 438 | 15.93 427 | 23.07 446 | 25.21 565 | 12.79 496 | 12.57 416 | 8.01 465 | 0.07 355 | 0.04 177 | 1.17 613 | 0.23 485 | 1.31 560 | 0.69 491 |
|
| DualNet |  | 9.49 472 | 1.61 359 | 9.63 439 | 5.30 360 | 2.52 364 | 15.42 513 | 6.00 470 | 27.25 515 | 19.96 436 | 19.40 509 | 33.22 585 | 15.99 439 | 11.29 460 | 13.21 444 | 7.66 453 | 0.23 445 | 0.08 321 | 0.07 386 | 0.04 306 | 0.48 430 | 0.34 401 |
|
| CFNet_pseudo |  | 9.58 473 | 1.91 439 | 10.73 480 | 4.53 285 | 2.91 396 | 14.26 485 | 2.75 344 | 26.73 510 | 32.14 573 | 17.10 457 | 23.02 445 | 22.14 528 | 8.74 401 | 12.17 391 | 7.43 437 | 0.20 424 | 0.45 579 | 1.24 622 | 0.24 495 | 2.49 598 | 0.49 451 |
|
| Anonymous3 |  | 9.60 474 | 3.45 548 | 29.83 645 | 9.58 577 | 4.75 510 | 24.51 613 | 10.20 579 | 24.04 474 | 18.77 425 | 10.42 307 | 14.64 319 | 7.97 295 | 8.75 402 | 14.05 469 | 5.80 406 | 2.44 640 | 1.39 643 | 0.08 397 | 0.06 358 | 0.73 508 | 0.48 447 |
|
| ccs_rob |  | 9.61 475 | 1.92 443 | 10.72 479 | 4.55 287 | 2.89 393 | 14.33 487 | 2.86 353 | 26.85 511 | 32.36 576 | 17.05 455 | 22.91 444 | 22.12 527 | 8.70 399 | 12.10 387 | 7.44 438 | 0.19 416 | 0.44 574 | 1.38 624 | 0.25 501 | 2.68 601 | 0.57 468 |
|
| PCWNet_CMD |  | 9.64 476 | 1.77 418 | 10.59 476 | 4.80 304 | 2.90 394 | 16.25 540 | 2.42 325 | 29.37 547 | 34.10 590 | 17.41 464 | 22.04 434 | 19.10 497 | 7.70 373 | 12.05 379 | 6.86 426 | 0.22 435 | 0.45 579 | 0.80 587 | 0.22 476 | 3.11 613 | 0.69 491 |
|
| MSMDNet |  | 9.64 476 | 1.77 418 | 10.63 477 | 4.83 305 | 2.90 394 | 16.35 541 | 2.37 318 | 29.33 545 | 34.29 593 | 17.43 466 | 22.10 436 | 19.05 496 | 7.79 379 | 12.11 389 | 6.87 427 | 0.23 445 | 0.46 581 | 0.67 576 | 0.21 473 | 2.77 604 | 0.60 474 |
|
| DCVSM-stereo |  | 9.70 478 | 1.83 429 | 11.36 493 | 5.81 399 | 3.59 434 | 10.57 403 | 3.00 357 | 18.71 399 | 22.11 465 | 23.79 578 | 19.02 381 | 29.73 594 | 17.68 585 | 13.33 449 | 9.11 492 | 0.21 429 | 1.14 637 | 0.27 518 | 0.06 358 | 0.75 514 | 1.89 586 |
|
| BSDual-CNN |  | 9.70 478 | 1.48 300 | 7.93 336 | 6.74 480 | 3.96 454 | 16.10 530 | 7.13 519 | 33.06 601 | 21.58 457 | 17.99 479 | 21.34 420 | 22.28 529 | 11.53 468 | 14.18 470 | 7.81 456 | 0.19 416 | 0.13 413 | 0.14 462 | 0.04 306 | 0.30 333 | 0.09 175 |
|
| PSMNet-RSSM |  | 9.71 480 | 1.73 394 | 6.09 249 | 7.47 516 | 4.27 476 | 10.06 392 | 6.00 470 | 29.14 541 | 21.74 461 | 15.76 421 | 32.88 579 | 22.63 532 | 13.18 503 | 12.94 434 | 9.12 493 | 0.09 364 | 0.02 111 | 0.07 386 | 0.10 407 | 0.70 501 | 0.24 353 |
|
| IER |  | 9.78 481 | 1.55 330 | 9.97 458 | 4.51 283 | 5.23 540 | 13.78 473 | 5.11 438 | 26.66 508 | 22.79 474 | 19.69 516 | 29.45 522 | 16.42 446 | 18.52 597 | 13.64 462 | 7.57 447 | 0.06 344 | 0.03 152 | 0.18 484 | 0.09 395 | 0.18 246 | 0.23 346 |
|
| test_sample6 |  | 9.79 482 | 1.61 359 | 9.84 452 | 5.35 366 | 2.35 355 | 15.59 517 | 6.60 502 | 28.40 530 | 20.96 446 | 19.40 509 | 33.22 585 | 17.17 462 | 11.58 472 | 13.43 453 | 8.82 485 | 0.26 462 | 0.10 362 | 0.10 428 | 0.06 358 | 0.50 444 | 0.41 425 |
|
| psmg |  | 9.80 483 | 1.48 300 | 7.93 336 | 5.18 346 | 3.96 454 | 15.85 522 | 7.93 535 | 29.11 540 | 21.58 457 | 20.93 539 | 25.06 464 | 22.28 529 | 11.53 468 | 14.18 470 | 7.81 456 | 0.19 416 | 0.13 413 | 0.17 479 | 0.04 306 | 0.36 376 | 0.21 327 |
|
| gwcnet-sp |  | 9.81 484 | 2.82 524 | 13.47 530 | 5.99 420 | 4.27 476 | 16.20 536 | 5.91 463 | 25.55 491 | 24.34 497 | 21.01 541 | 20.69 407 | 15.22 425 | 14.96 546 | 14.50 482 | 9.97 502 | 0.05 323 | 0.15 437 | 0.02 296 | 0.08 379 | 0.49 439 | 0.51 453 |
|
| scenet |  | 9.81 484 | 2.82 524 | 13.47 530 | 5.99 420 | 4.27 476 | 16.20 536 | 5.91 463 | 25.55 491 | 24.34 497 | 21.01 541 | 20.69 407 | 15.22 425 | 14.96 546 | 14.50 482 | 9.97 502 | 0.05 323 | 0.15 437 | 0.02 296 | 0.08 379 | 0.49 439 | 0.51 453 |
|
| ssnet |  | 9.81 484 | 2.82 524 | 13.47 530 | 5.99 420 | 4.27 476 | 16.20 536 | 5.91 463 | 25.55 491 | 24.34 497 | 21.01 541 | 20.69 407 | 15.22 425 | 14.96 546 | 14.50 482 | 9.97 502 | 0.05 323 | 0.15 437 | 0.02 296 | 0.08 379 | 0.49 439 | 0.51 453 |
|
| CCAANet |  | 9.84 487 | 1.49 307 | 9.29 421 | 6.41 453 | 5.05 527 | 12.91 457 | 3.79 393 | 28.06 526 | 22.91 475 | 15.23 410 | 36.91 613 | 18.50 489 | 10.70 443 | 16.74 536 | 8.06 468 | 0.12 385 | 0.00 1 | 0.27 518 | 0.01 210 | 0.20 254 | 0.15 265 |
|
| CFNet-ft |   | 9.87 488 | 2.18 490 | 5.49 208 | 7.45 514 | 5.25 543 | 15.76 519 | 5.98 468 | 21.89 450 | 21.87 462 | 14.96 396 | 30.02 530 | 25.68 569 | 13.68 512 | 12.46 409 | 10.94 521 | 0.08 359 | 0.06 255 | 1.83 630 | 0.22 476 | 1.09 541 | 0.43 432 |
|
| CFNet_RVC |  | 9.87 488 | 2.18 490 | 5.49 208 | 7.45 514 | 5.25 543 | 15.76 519 | 5.98 468 | 21.89 450 | 21.87 462 | 14.96 396 | 30.02 530 | 25.68 569 | 13.68 512 | 12.46 409 | 10.94 521 | 0.08 359 | 0.06 255 | 1.83 630 | 0.22 476 | 1.09 541 | 0.43 432 |
|
| PSMNet-ADL |  | 9.88 490 | 2.01 464 | 6.80 282 | 9.18 564 | 4.26 475 | 15.11 504 | 3.50 378 | 27.12 514 | 24.42 500 | 14.72 390 | 18.96 379 | 25.32 567 | 13.43 507 | 15.76 506 | 14.04 550 | 0.79 575 | 0.78 620 | 0.00 1 | 0.02 255 | 0.26 302 | 1.18 554 |
|
| qqq1 |  | 9.96 491 | 1.37 260 | 13.37 524 | 4.41 275 | 1.30 234 | 14.40 491 | 3.29 367 | 30.25 557 | 29.81 545 | 19.55 511 | 29.37 515 | 18.06 481 | 14.40 533 | 15.42 497 | 3.18 295 | 0.38 493 | 0.21 483 | 0.00 1 | 0.01 210 | 0.29 324 | 0.18 293 |
|
| fff1 |  | 9.96 491 | 1.37 260 | 13.37 524 | 4.41 275 | 1.30 234 | 14.40 491 | 3.29 367 | 30.25 557 | 29.81 545 | 19.55 511 | 29.37 515 | 18.06 481 | 14.40 533 | 15.42 497 | 3.18 295 | 0.38 493 | 0.21 483 | 0.00 1 | 0.01 210 | 0.29 324 | 0.18 293 |
|
| UGAM |  | 10.01 493 | 1.28 228 | 9.19 419 | 6.53 462 | 4.31 482 | 6.72 332 | 10.45 584 | 15.31 328 | 25.98 513 | 20.56 533 | 27.42 495 | 22.70 534 | 11.49 466 | 26.30 631 | 10.64 517 | 0.00 1 | 0.00 1 | 0.46 553 | 0.03 282 | 0.39 393 | 0.43 432 |
|
| UDGNet |  | 10.05 494 | 13.89 665 | 10.00 464 | 9.36 568 | 2.69 378 | 7.82 360 | 1.88 270 | 18.86 404 | 34.64 595 | 17.52 470 | 13.70 311 | 13.40 397 | 7.18 364 | 13.01 439 | 6.30 419 | 5.30 667 | 0.08 321 | 12.57 691 | 2.80 658 | 8.19 665 | 1.71 580 |
|
| Selective-IGEV-i16pc |  | 10.06 495 | 1.72 393 | 15.71 566 | 5.65 381 | 1.66 283 | 36.81 677 | 11.67 603 | 18.83 403 | 26.73 522 | 10.16 301 | 21.57 424 | 15.78 435 | 7.07 360 | 14.19 473 | 8.16 473 | 2.15 631 | 0.94 632 | 0.26 515 | 0.53 589 | 0.77 517 | 0.87 519 |
|
| cf-r |  | 10.06 495 | 1.60 354 | 7.99 342 | 5.82 400 | 5.70 573 | 12.92 458 | 4.78 429 | 24.18 478 | 27.47 528 | 16.91 454 | 31.02 548 | 25.12 564 | 14.05 523 | 11.63 357 | 11.01 524 | 0.03 275 | 0.03 152 | 0.05 351 | 0.03 282 | 0.43 407 | 0.39 417 |
|
| ICVP |  | 10.07 497 | 1.73 394 | 6.11 250 | 9.08 560 | 3.31 419 | 12.25 445 | 6.56 499 | 26.30 504 | 22.52 470 | 16.49 442 | 31.80 562 | 26.94 580 | 12.42 488 | 11.35 338 | 10.92 519 | 1.17 610 | 0.57 603 | 0.17 479 | 0.10 407 | 0.58 476 | 1.07 544 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| G2L-Stereo |  | 10.09 498 | 1.97 451 | 9.53 432 | 7.09 496 | 4.21 472 | 9.10 381 | 8.53 545 | 29.05 539 | 22.51 469 | 19.28 508 | 25.57 472 | 22.70 534 | 10.67 442 | 15.44 501 | 14.88 560 | 0.25 457 | 0.04 177 | 0.08 397 | 0.01 210 | 0.36 376 | 0.42 428 |
|
| hknet |  | 10.13 499 | 1.56 340 | 10.27 470 | 6.74 480 | 3.72 441 | 16.10 530 | 7.13 519 | 33.06 601 | 21.12 450 | 17.99 479 | 21.34 420 | 23.11 537 | 14.95 545 | 16.43 529 | 8.34 476 | 0.14 393 | 0.13 413 | 0.14 462 | 0.04 306 | 0.30 333 | 0.09 175 |
|
| AdaStereo |  | 10.22 500 | 3.63 552 | 9.14 417 | 9.15 562 | 3.24 416 | 15.79 521 | 5.39 451 | 31.94 582 | 25.42 506 | 18.39 494 | 26.47 483 | 19.44 502 | 9.50 420 | 16.60 534 | 8.59 481 | 0.44 515 | 0.05 216 | 0.40 548 | 0.00 1 | 0.57 472 | 0.16 274 |
| 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. |
| DNSM |  | 10.24 501 | 13.15 659 | 3.65 75 | 3.15 146 | 1.21 224 | 4.01 115 | 1.52 185 | 9.58 193 | 4.09 137 | 3.14 153 | 3.64 103 | 2.67 148 | 4.96 265 | 29.52 650 | 33.91 675 | 0.09 364 | 3.30 677 | 0.00 1 | 0.29 521 | 41.94 714 | 41.00 720 |
|
| CFNet_ucs |  | 10.25 502 | 1.91 439 | 11.88 501 | 4.98 317 | 4.08 464 | 15.11 504 | 3.57 387 | 28.02 525 | 31.98 572 | 18.21 486 | 25.20 467 | 23.27 540 | 9.38 417 | 13.38 450 | 7.22 433 | 0.23 445 | 0.81 621 | 1.65 629 | 0.22 476 | 3.01 609 | 0.93 527 |
|
| iResNet |  | 10.26 503 | 3.10 539 | 15.72 567 | 7.35 507 | 2.13 336 | 13.86 478 | 7.07 516 | 22.80 462 | 28.01 531 | 20.10 525 | 30.40 536 | 16.79 451 | 11.06 454 | 14.46 481 | 10.29 512 | 0.39 503 | 0.05 216 | 0.00 1 | 0.07 370 | 0.73 508 | 0.73 499 |
|
| RAFT + AFF |  | 10.27 504 | 3.77 557 | 17.13 580 | 10.24 599 | 4.97 519 | 13.08 460 | 11.52 601 | 25.69 494 | 25.80 509 | 14.72 390 | 16.12 340 | 19.16 498 | 11.35 464 | 16.24 527 | 9.04 491 | 0.30 472 | 1.46 645 | 0.66 575 | 0.20 469 | 2.03 591 | 1.94 588 |
|
| ACVNet |  | 10.36 505 | 1.68 386 | 5.49 208 | 6.01 423 | 2.75 384 | 12.78 455 | 3.56 385 | 21.89 450 | 34.81 596 | 14.96 396 | 30.78 542 | 24.72 560 | 13.88 520 | 15.81 508 | 17.20 577 | 0.13 390 | 0.01 50 | 0.06 374 | 0.06 358 | 0.51 448 | 0.15 265 |
|
| G2L-Stereo_test |  | 10.39 506 | 1.61 359 | 7.86 332 | 4.75 301 | 4.34 486 | 11.83 432 | 11.94 608 | 32.49 593 | 22.58 471 | 23.08 572 | 24.40 457 | 21.48 519 | 11.95 479 | 15.64 502 | 13.00 537 | 0.04 296 | 0.06 255 | 0.01 263 | 0.02 255 | 0.32 355 | 0.37 411 |
|
| RT-IGEV |  | 10.44 507 | 1.62 365 | 11.92 502 | 5.95 416 | 2.23 344 | 21.30 592 | 14.50 631 | 29.47 548 | 24.30 493 | 21.51 552 | 20.17 396 | 23.81 549 | 12.18 483 | 13.13 443 | 4.90 380 | 0.10 372 | 0.27 528 | 0.05 351 | 0.37 554 | 0.52 455 | 0.55 462 |
|
| test_sample7 |  | 10.45 508 | 2.24 495 | 9.90 454 | 5.32 362 | 2.01 329 | 14.98 501 | 7.44 528 | 28.75 533 | 23.91 490 | 24.38 585 | 21.03 416 | 24.64 556 | 17.82 588 | 13.58 459 | 9.82 498 | 0.59 544 | 0.87 626 | 0.39 547 | 0.12 420 | 0.66 497 | 0.47 443 |
|
| tta |  | 10.45 508 | 1.37 260 | 13.37 524 | 4.41 275 | 1.30 234 | 14.39 488 | 3.29 367 | 30.25 557 | 29.81 545 | 19.55 511 | 29.37 515 | 18.06 481 | 14.40 533 | 15.42 497 | 12.69 534 | 0.38 493 | 0.21 483 | 0.28 526 | 0.03 282 | 0.29 324 | 0.18 293 |
|
| SMFormer |  | 10.46 510 | 1.37 260 | 13.37 524 | 4.41 275 | 1.30 234 | 14.40 491 | 3.29 367 | 30.25 557 | 29.81 545 | 19.55 511 | 29.37 515 | 18.06 481 | 14.40 533 | 15.42 497 | 12.70 535 | 0.38 493 | 0.21 483 | 0.28 526 | 0.03 282 | 0.33 363 | 0.31 391 |
|
| ToySt |  | 10.51 511 | 2.00 456 | 15.67 565 | 5.33 363 | 0.95 188 | 14.97 500 | 9.51 559 | 24.02 473 | 27.37 526 | 14.61 388 | 24.67 462 | 24.56 554 | 14.70 542 | 16.86 538 | 13.35 542 | 0.06 344 | 0.23 501 | 0.03 316 | 0.09 395 | 0.62 484 | 0.67 488 |
|
| AACVNet |  | 10.58 512 | 2.86 527 | 9.78 451 | 8.95 557 | 3.30 418 | 10.80 412 | 4.78 429 | 22.37 456 | 12.55 326 | 27.50 619 | 29.84 527 | 30.06 600 | 15.99 563 | 19.10 566 | 11.60 529 | 0.40 506 | 0.18 461 | 0.22 504 | 0.03 282 | 0.62 484 | 0.73 499 |
|
| GwcNet-RSSM |  | 10.65 513 | 1.94 447 | 8.57 377 | 6.89 489 | 5.26 546 | 12.26 446 | 5.21 440 | 25.80 497 | 31.50 563 | 16.67 448 | 33.52 591 | 23.70 547 | 13.88 520 | 12.84 427 | 13.67 546 | 0.05 323 | 0.10 362 | 0.14 462 | 0.02 255 | 0.65 493 | 0.39 417 |
|
| CFNet |  | 10.67 514 | 2.33 500 | 8.90 389 | 6.66 474 | 4.09 466 | 16.05 526 | 4.26 414 | 30.44 563 | 31.01 559 | 18.53 496 | 26.48 484 | 23.69 546 | 13.68 512 | 15.27 491 | 10.59 516 | 0.05 323 | 0.02 111 | 0.44 550 | 0.05 335 | 0.73 508 | 0.23 346 |
|
| DDVS |  | 10.70 515 | 3.00 535 | 11.95 503 | 6.84 487 | 3.80 447 | 15.73 518 | 2.83 351 | 23.57 469 | 17.37 405 | 20.98 540 | 29.89 528 | 31.40 610 | 8.70 399 | 19.22 569 | 13.19 540 | 0.74 568 | 1.53 648 | 0.07 386 | 0.21 473 | 0.84 523 | 2.11 594 |
|
| mmx |  | 10.71 516 | 1.43 281 | 9.67 443 | 5.70 387 | 3.44 425 | 11.96 437 | 6.35 484 | 32.18 586 | 28.03 532 | 15.83 423 | 31.44 557 | 17.22 463 | 10.87 448 | 16.19 523 | 21.98 610 | 0.22 435 | 0.06 255 | 0.80 587 | 0.08 379 | 0.48 430 | 0.21 327 |
|
| xxx |   | 10.71 516 | 1.43 281 | 9.67 443 | 5.70 387 | 3.44 425 | 11.96 437 | 6.35 484 | 32.18 586 | 28.03 532 | 15.83 423 | 31.44 557 | 17.22 463 | 10.87 448 | 16.19 523 | 21.98 610 | 0.22 435 | 0.06 255 | 0.80 587 | 0.08 379 | 0.48 430 | 0.21 327 |
|
| NINENet |  | 10.74 518 | 2.29 497 | 10.44 473 | 8.03 536 | 5.09 529 | 17.62 563 | 2.79 347 | 38.69 659 | 33.24 584 | 18.35 492 | 26.31 481 | 14.49 413 | 9.40 418 | 15.88 511 | 10.57 513 | 0.41 508 | 0.21 483 | 0.29 530 | 0.00 1 | 0.42 405 | 0.23 346 |
|
| LMCR-Stereo |   | 10.75 519 | 4.13 568 | 10.67 478 | 13.11 643 | 3.99 459 | 16.68 549 | 5.91 463 | 25.30 488 | 22.69 472 | 22.04 559 | 21.80 429 | 14.67 417 | 14.24 529 | 20.55 596 | 15.86 566 | 1.90 626 | 0.04 177 | 0.00 1 | 0.02 255 | 1.29 557 | 0.18 293 |
|
| DeepPruner_ROB |  | 10.77 520 | 4.56 574 | 13.13 519 | 6.37 449 | 4.28 481 | 10.14 393 | 6.86 510 | 36.42 640 | 19.59 431 | 17.87 475 | 27.37 494 | 23.19 539 | 12.26 484 | 19.09 565 | 10.23 510 | 1.05 603 | 0.48 585 | 0.23 508 | 0.15 440 | 0.89 529 | 1.17 552 |
|
| LL-Strereo |  | 10.79 521 | 3.52 550 | 12.54 511 | 8.77 553 | 5.44 559 | 7.49 351 | 9.26 555 | 35.15 627 | 28.70 537 | 16.47 441 | 15.85 336 | 21.06 516 | 17.42 583 | 21.62 602 | 9.72 497 | 0.21 429 | 0.22 493 | 0.74 581 | 0.08 379 | 0.98 535 | 0.60 474 |
|
| DAS |  | 10.80 522 | 2.03 469 | 13.96 539 | 9.01 558 | 6.23 593 | 14.67 497 | 7.38 526 | 21.59 444 | 32.58 579 | 18.67 499 | 28.13 501 | 19.20 499 | 17.08 578 | 16.54 532 | 7.31 435 | 0.58 540 | 0.01 50 | 0.29 530 | 0.01 210 | 0.47 427 | 0.20 315 |
|
| GMStereo_Zeroshot |   | 10.83 523 | 7.81 624 | 19.95 613 | 9.55 575 | 2.47 363 | 11.83 432 | 1.31 155 | 20.84 435 | 20.52 440 | 22.73 566 | 35.93 606 | 24.76 562 | 5.94 309 | 19.68 573 | 7.04 430 | 0.45 517 | 0.02 111 | 0.25 512 | 0.01 210 | 5.38 647 | 0.19 310 |
|
| HSM-Net_RVC |   | 10.88 524 | 1.23 209 | 5.46 203 | 5.57 377 | 2.63 375 | 20.12 582 | 6.06 477 | 27.67 521 | 28.35 536 | 20.63 535 | 25.51 470 | 34.01 633 | 14.38 532 | 16.18 522 | 9.29 494 | 0.11 379 | 0.07 284 | 0.01 263 | 0.00 1 | 0.13 206 | 0.14 244 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| NOSS_ROB |  | 10.99 525 | 3.81 560 | 6.88 285 | 6.69 476 | 2.30 350 | 16.06 528 | 10.94 589 | 30.06 554 | 32.41 577 | 16.10 430 | 18.72 376 | 22.78 536 | 14.21 528 | 17.52 544 | 8.62 483 | 2.35 635 | 1.84 653 | 3.32 657 | 1.57 641 | 2.06 592 | 1.52 571 |
|
| MWSP-net |  | 11.07 526 | 1.78 421 | 11.27 490 | 7.60 522 | 3.08 408 | 16.56 547 | 15.25 641 | 35.42 631 | 30.27 552 | 17.28 462 | 22.29 440 | 18.50 489 | 14.88 544 | 14.19 473 | 10.58 515 | 0.38 493 | 0.18 461 | 0.00 1 | 0.05 335 | 0.17 242 | 1.71 580 |
|
| ac_64 |  | 11.10 527 | 1.49 307 | 9.88 453 | 8.24 543 | 5.45 560 | 19.12 574 | 6.46 493 | 24.10 476 | 14.34 356 | 22.80 568 | 23.87 454 | 33.28 626 | 15.54 558 | 18.87 561 | 17.26 579 | 0.28 468 | 0.12 397 | 0.02 296 | 0.02 255 | 0.26 302 | 0.63 478 |
|
| 1111x |  | 11.32 528 | 1.34 252 | 8.95 394 | 5.20 350 | 1.96 322 | 14.46 494 | 7.75 534 | 35.65 633 | 28.23 535 | 15.66 419 | 26.66 487 | 26.65 574 | 14.76 543 | 15.88 511 | 22.27 616 | 0.24 451 | 0.13 413 | 0.04 340 | 0.06 358 | 0.30 333 | 0.24 353 |
|
| HSM |  | 11.33 529 | 1.80 427 | 7.04 295 | 6.13 436 | 3.99 459 | 16.16 534 | 6.92 513 | 29.69 552 | 19.39 429 | 22.95 569 | 26.05 479 | 41.08 669 | 15.79 561 | 20.25 587 | 8.89 490 | 0.02 234 | 0.03 152 | 0.01 263 | 0.00 1 | 0.15 220 | 0.34 401 |
|
| SepStereo |  | 11.34 530 | 2.03 469 | 13.96 539 | 9.01 558 | 6.23 593 | 14.67 497 | 7.38 526 | 21.59 444 | 32.58 579 | 18.67 499 | 28.13 501 | 19.20 499 | 17.08 578 | 27.36 636 | 7.31 435 | 0.58 540 | 0.01 50 | 0.29 530 | 0.01 210 | 0.47 427 | 0.20 315 |
|
| DMCA-RVC |   | 11.41 531 | 3.32 544 | 11.68 498 | 10.12 594 | 4.81 511 | 11.92 435 | 4.11 404 | 24.67 482 | 23.66 485 | 20.06 524 | 28.51 508 | 26.71 575 | 24.96 637 | 15.95 519 | 14.82 557 | 0.41 508 | 0.34 554 | 0.56 565 | 0.16 443 | 0.72 507 | 0.69 491 |
|
| ITSA-stereo |  | 11.44 532 | 2.03 469 | 10.92 487 | 5.90 411 | 1.78 300 | 12.05 441 | 4.17 409 | 36.77 643 | 49.15 675 | 18.17 484 | 18.53 374 | 21.79 522 | 12.59 494 | 15.74 505 | 14.05 551 | 0.45 517 | 0.39 559 | 0.28 526 | 0.29 521 | 0.98 535 | 2.81 610 |
|
| test_xeample |   | 11.49 533 | 1.24 216 | 7.50 315 | 5.22 354 | 2.18 341 | 17.40 556 | 6.49 495 | 31.14 571 | 22.77 473 | 17.90 477 | 33.09 584 | 18.48 488 | 14.61 539 | 13.51 456 | 37.38 689 | 0.16 405 | 0.13 413 | 0.01 263 | 0.03 282 | 0.23 278 | 0.24 353 |
|
| MWDA-net |  | 11.52 534 | 2.17 486 | 13.46 528 | 6.57 466 | 5.24 542 | 16.95 551 | 9.52 560 | 25.26 487 | 34.05 588 | 25.33 598 | 28.86 511 | 17.99 479 | 18.28 594 | 16.58 533 | 7.51 442 | 0.35 485 | 0.37 557 | 0.01 263 | 0.05 335 | 0.46 419 | 1.31 558 |
|
| coex_refinement |  | 11.56 535 | 1.53 322 | 7.45 314 | 8.18 540 | 5.09 529 | 17.10 553 | 7.07 516 | 31.05 570 | 32.20 575 | 18.57 497 | 30.81 544 | 25.84 571 | 12.31 486 | 13.41 452 | 19.47 592 | 0.23 445 | 0.04 177 | 0.02 296 | 0.10 407 | 0.44 411 | 0.37 411 |
|
| RASNet |  | 11.59 536 | 1.71 391 | 10.36 472 | 6.30 445 | 5.66 569 | 15.48 515 | 6.12 478 | 34.50 621 | 20.86 445 | 16.61 446 | 32.51 574 | 22.04 526 | 23.00 621 | 19.44 570 | 16.15 570 | 0.71 560 | 0.03 152 | 0.05 351 | 0.01 210 | 0.15 220 | 0.13 233 |
|
| ACV-stereo |  | 11.65 537 | 5.15 586 | 28.84 638 | 6.80 484 | 3.33 420 | 20.38 583 | 6.59 501 | 21.03 437 | 20.57 441 | 17.67 472 | 20.95 415 | 26.81 577 | 16.69 570 | 20.19 585 | 13.26 541 | 0.72 562 | 1.11 636 | 0.15 469 | 0.09 395 | 0.65 493 | 2.13 595 |
|
| iResNet_ROB |  | 11.71 538 | 1.96 450 | 10.77 481 | 6.01 423 | 3.68 439 | 15.13 506 | 2.34 314 | 31.72 579 | 37.58 615 | 26.16 607 | 32.77 576 | 25.88 572 | 15.34 556 | 16.35 528 | 7.94 462 | 0.19 416 | 0.01 50 | 0.00 1 | 0.00 1 | 0.31 345 | 0.12 216 |
|
| UPFNet |  | 11.72 539 | 1.52 320 | 10.33 471 | 7.38 509 | 7.14 618 | 20.05 581 | 9.62 562 | 28.90 538 | 25.94 512 | 20.02 522 | 29.73 526 | 20.91 513 | 16.34 566 | 18.61 559 | 16.17 571 | 0.26 462 | 0.17 453 | 0.25 512 | 0.03 282 | 0.55 463 | 0.56 467 |
|
| FADNet-RVC-Resample |  | 11.72 539 | 4.35 572 | 30.33 648 | 9.46 573 | 3.90 451 | 14.11 480 | 7.17 521 | 25.78 495 | 23.31 477 | 23.27 574 | 29.52 523 | 19.50 504 | 15.00 550 | 15.38 496 | 8.33 475 | 0.53 535 | 0.50 590 | 0.49 556 | 0.50 585 | 1.38 564 | 1.67 578 |
|
| xxxx |  | 11.74 541 | 1.16 186 | 7.88 333 | 5.61 379 | 1.99 326 | 20.46 584 | 3.12 363 | 33.99 611 | 23.76 489 | 15.53 416 | 30.67 538 | 26.88 579 | 14.50 537 | 12.98 437 | 35.48 680 | 0.19 416 | 0.18 461 | 0.01 263 | 0.02 255 | 0.22 263 | 0.27 370 |
|
| CBMV_ROB |  | 11.77 542 | 2.89 528 | 6.92 288 | 5.20 350 | 2.88 392 | 14.12 481 | 4.79 431 | 26.69 509 | 29.84 549 | 26.17 608 | 31.92 564 | 23.61 545 | 20.74 613 | 20.20 586 | 10.18 507 | 1.78 623 | 1.80 652 | 2.17 638 | 1.26 635 | 1.61 569 | 0.55 462 |
|
| PStereo |  | 11.80 543 | 21.18 687 | 5.14 172 | 4.07 235 | 1.27 231 | 10.57 403 | 8.37 541 | 16.06 349 | 37.64 616 | 11.94 326 | 1.56 55 | 11.27 350 | 10.54 440 | 24.16 617 | 33.61 671 | 10.87 691 | 1.46 645 | 1.51 626 | 0.88 610 | 14.24 689 | 9.68 685 |
|
| DSFCA |  | 11.85 544 | 2.01 464 | 12.93 517 | 5.40 370 | 6.87 611 | 15.36 509 | 10.45 584 | 30.68 565 | 31.84 565 | 25.99 604 | 23.52 449 | 22.03 525 | 14.05 523 | 20.28 590 | 12.46 532 | 0.57 539 | 0.41 563 | 0.28 526 | 0.38 557 | 1.02 537 | 0.47 443 |
|
| FADNet_RVC |  | 11.94 545 | 5.17 587 | 39.74 666 | 6.44 456 | 3.46 429 | 11.42 426 | 4.17 409 | 29.16 542 | 26.89 523 | 17.97 478 | 25.96 473 | 13.41 398 | 15.67 559 | 15.84 510 | 13.54 545 | 0.90 591 | 0.75 618 | 0.55 563 | 1.20 632 | 3.65 627 | 2.85 611 |
|
| iResNetv2_ROB |  | 12.00 546 | 2.91 530 | 13.46 528 | 5.82 400 | 3.73 442 | 13.15 462 | 6.45 492 | 34.15 613 | 36.02 606 | 25.25 595 | 33.81 595 | 29.79 596 | 14.24 529 | 13.61 461 | 6.10 414 | 0.21 429 | 0.02 111 | 0.12 445 | 0.00 1 | 0.82 521 | 0.25 360 |
|
| hitnet-ft |   | 12.04 547 | 2.11 479 | 6.14 251 | 7.27 504 | 3.90 451 | 25.98 628 | 3.56 385 | 22.56 457 | 23.74 487 | 20.55 531 | 33.81 595 | 31.59 611 | 18.67 600 | 19.47 571 | 17.20 577 | 0.42 512 | 1.36 642 | 0.35 540 | 0.07 370 | 1.11 544 | 0.86 517 |
|
| NLCA_NET_v2_RVC |  | 12.05 548 | 3.43 547 | 16.25 573 | 7.62 523 | 5.58 564 | 14.57 495 | 6.00 470 | 32.98 600 | 27.41 527 | 21.69 554 | 31.40 555 | 25.21 565 | 13.47 508 | 14.96 489 | 15.60 565 | 0.84 584 | 0.33 551 | 0.35 540 | 0.35 547 | 1.29 557 | 1.78 582 |
| 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 |  | 12.16 549 | 1.68 386 | 11.97 504 | 7.70 525 | 6.20 590 | 19.61 578 | 5.52 453 | 25.78 495 | 34.81 596 | 25.62 602 | 30.78 542 | 24.72 560 | 13.20 505 | 15.81 508 | 18.80 588 | 0.13 390 | 0.01 50 | 0.06 374 | 0.06 358 | 0.63 487 | 0.15 265 |
|
| dad |  | 12.24 550 | 10.20 640 | 13.68 536 | 6.64 473 | 1.47 259 | 13.55 471 | 3.58 388 | 17.62 374 | 35.33 601 | 27.15 618 | 32.65 575 | 30.85 604 | 10.86 447 | 14.33 477 | 10.04 505 | 2.95 647 | 0.55 601 | 7.92 681 | 0.91 615 | 3.35 622 | 1.17 552 |
|
| ISRNet |  | 12.26 551 | 2.02 466 | 17.38 581 | 12.71 640 | 6.24 595 | 7.39 349 | 1.62 206 | 29.23 544 | 31.94 571 | 22.65 565 | 35.28 602 | 24.62 555 | 15.27 554 | 15.28 492 | 13.76 548 | 0.78 571 | 1.00 633 | 2.30 641 | 0.52 587 | 0.92 534 | 4.29 635 |
|
| MEA-ACV |  | 12.28 552 | 1.36 257 | 13.61 533 | 6.43 455 | 2.02 331 | 15.19 508 | 4.89 437 | 34.22 616 | 39.29 623 | 21.96 557 | 33.02 582 | 21.88 523 | 19.73 607 | 18.03 553 | 11.63 530 | 0.37 491 | 0.29 535 | 0.03 316 | 0.08 379 | 0.43 407 | 1.14 549 |
|
| pcwnet_v2 |  | 12.32 553 | 2.00 456 | 17.53 585 | 7.79 530 | 5.69 572 | 17.06 552 | 3.69 391 | 36.52 641 | 46.17 660 | 20.55 531 | 29.39 520 | 16.50 447 | 13.00 502 | 15.70 504 | 9.32 495 | 0.50 529 | 1.00 633 | 0.34 539 | 0.24 495 | 2.00 588 | 1.38 563 |
|
| 222 |  | 12.33 554 | 1.29 232 | 8.09 348 | 6.06 428 | 2.14 337 | 19.51 577 | 2.53 331 | 33.63 607 | 23.55 480 | 21.72 555 | 30.51 537 | 20.11 508 | 16.77 572 | 13.22 446 | 46.51 711 | 0.15 402 | 0.14 430 | 0.01 263 | 0.03 282 | 0.26 302 | 0.26 364 |
|
| ADLNet |  | 12.34 555 | 2.22 492 | 10.14 467 | 8.38 546 | 6.78 608 | 17.56 559 | 9.05 549 | 33.21 604 | 26.28 517 | 27.06 615 | 26.01 475 | 26.80 576 | 13.76 515 | 16.99 540 | 18.74 587 | 0.24 451 | 0.39 559 | 0.23 508 | 0.10 407 | 0.64 491 | 2.16 600 |
|
| CBFPSM |  | 12.42 556 | 2.59 517 | 28.96 641 | 4.74 298 | 3.20 413 | 22.33 598 | 16.31 652 | 21.13 439 | 21.03 448 | 21.04 544 | 27.81 497 | 30.24 601 | 15.99 563 | 14.59 486 | 14.80 556 | 0.04 296 | 0.49 588 | 0.10 428 | 0.16 443 | 0.51 448 | 2.34 604 |
|
| DualNet (step1) |  | 12.44 557 | 4.86 580 | 17.49 582 | 5.97 417 | 2.94 399 | 17.57 560 | 8.30 538 | 28.75 533 | 23.91 490 | 24.38 585 | 21.03 416 | 24.64 556 | 17.82 588 | 13.58 459 | 9.82 498 | 6.44 675 | 0.87 626 | 6.62 670 | 7.44 683 | 3.20 618 | 3.11 618 |
|
| ADLNet2 |  | 12.44 557 | 2.17 486 | 12.84 516 | 9.17 563 | 5.82 579 | 20.00 580 | 10.13 577 | 32.53 595 | 36.22 609 | 18.62 498 | 19.39 384 | 21.96 524 | 17.07 577 | 21.43 601 | 19.42 591 | 0.24 451 | 0.15 437 | 0.06 374 | 0.08 379 | 0.86 525 | 0.57 468 |
|
| AASNet |  | 12.49 559 | 2.46 506 | 10.49 474 | 9.82 584 | 6.86 610 | 17.33 555 | 6.73 505 | 41.09 673 | 37.86 619 | 22.53 564 | 29.11 512 | 16.68 450 | 13.48 510 | 14.54 485 | 17.87 583 | 0.20 424 | 0.02 111 | 0.78 583 | 0.05 335 | 1.18 548 | 0.76 503 |
|
| HBP-ISP |  | 12.52 560 | 7.82 625 | 8.47 371 | 7.57 521 | 4.27 476 | 12.56 449 | 6.42 491 | 28.68 532 | 29.56 540 | 21.11 546 | 35.69 604 | 15.85 436 | 18.42 596 | 20.44 593 | 11.00 523 | 3.03 648 | 2.63 667 | 7.09 679 | 3.97 668 | 3.58 625 | 2.27 602 |
|
| Selective-IGEV-i16pb |  | 12.56 561 | 1.79 426 | 18.70 600 | 6.40 452 | 2.14 337 | 35.66 673 | 11.00 591 | 31.78 580 | 35.44 602 | 14.65 389 | 26.95 489 | 19.68 507 | 11.09 455 | 15.94 516 | 13.10 538 | 2.24 632 | 1.00 633 | 0.49 556 | 0.95 619 | 1.14 547 | 1.06 542 |
|
| CRFU-Net |  | 12.56 561 | 2.89 528 | 11.77 499 | 8.18 540 | 5.80 578 | 24.84 616 | 10.46 588 | 24.56 480 | 13.12 334 | 30.06 637 | 29.37 515 | 29.09 587 | 19.64 605 | 19.96 578 | 18.53 586 | 0.82 581 | 0.48 585 | 0.27 518 | 0.15 440 | 0.53 456 | 0.68 489 |
|
| UNet |  | 12.64 563 | 2.02 466 | 13.36 523 | 6.85 488 | 7.76 632 | 25.31 625 | 4.74 428 | 34.10 612 | 28.19 534 | 20.03 523 | 31.07 549 | 27.02 582 | 17.36 581 | 20.18 584 | 13.87 549 | 0.06 344 | 0.05 216 | 0.27 518 | 0.01 210 | 0.23 278 | 0.39 417 |
|
| delet |  | 12.65 564 | 1.85 432 | 11.36 493 | 7.71 527 | 6.22 592 | 22.52 600 | 10.22 581 | 28.14 528 | 37.67 617 | 19.66 515 | 29.24 514 | 21.00 515 | 15.99 563 | 21.97 603 | 17.77 582 | 0.03 275 | 0.07 284 | 0.19 492 | 0.04 306 | 0.60 479 | 0.75 502 |
|
| HGLStereo |  | 12.72 565 | 2.66 519 | 12.34 508 | 9.93 588 | 7.55 626 | 16.16 534 | 7.45 529 | 31.48 577 | 27.01 524 | 20.01 521 | 35.31 603 | 26.98 581 | 18.90 601 | 17.87 548 | 18.90 589 | 0.33 478 | 0.16 448 | 0.07 386 | 0.05 335 | 0.48 430 | 0.70 495 |
|
| GEStereo_RVC |  | 12.81 566 | 2.49 509 | 13.64 534 | 9.68 580 | 4.97 519 | 18.16 565 | 11.30 597 | 31.26 573 | 47.47 666 | 19.84 518 | 26.97 490 | 19.03 495 | 13.19 504 | 20.14 583 | 14.86 559 | 0.83 583 | 0.51 594 | 0.10 428 | 0.13 425 | 0.54 459 | 0.99 534 |
|
| CSP-Net |  | 12.85 567 | 2.95 532 | 9.64 441 | 5.94 415 | 3.96 454 | 25.85 626 | 9.93 566 | 28.81 537 | 26.00 514 | 29.31 633 | 32.44 573 | 30.00 598 | 15.16 552 | 20.25 587 | 14.30 554 | 0.55 538 | 0.19 469 | 0.03 316 | 0.00 1 | 0.65 493 | 0.98 533 |
|
| SGM-Forest |  | 12.92 568 | 1.87 433 | 6.61 268 | 5.68 385 | 2.05 332 | 23.19 606 | 11.30 597 | 34.24 617 | 30.77 557 | 26.54 610 | 31.99 565 | 29.98 597 | 15.74 560 | 21.17 600 | 13.36 543 | 1.05 603 | 0.33 551 | 0.84 594 | 0.01 210 | 0.71 503 | 0.97 530 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| MMNet |  | 12.97 569 | 2.08 475 | 12.74 514 | 6.98 491 | 6.27 597 | 26.39 633 | 4.73 427 | 23.10 465 | 41.79 638 | 25.48 600 | 32.29 572 | 21.09 517 | 17.79 586 | 19.52 572 | 17.90 584 | 0.19 416 | 0.07 284 | 0.10 428 | 0.00 1 | 0.37 383 | 0.59 473 |
|
| STTStereo |  | 12.97 569 | 4.88 583 | 26.57 634 | 7.54 519 | 5.41 556 | 13.43 466 | 6.49 495 | 30.53 564 | 26.35 519 | 25.14 594 | 31.43 556 | 32.00 614 | 14.12 525 | 16.01 521 | 14.83 558 | 0.29 470 | 0.31 543 | 0.67 576 | 1.08 626 | 1.21 550 | 1.11 545 |
|
| TDLM |  | 12.98 571 | 3.78 558 | 9.77 450 | 10.75 613 | 4.94 517 | 16.10 530 | 14.08 627 | 35.05 625 | 31.87 566 | 22.36 561 | 26.51 486 | 26.09 573 | 14.97 549 | 24.73 623 | 13.11 539 | 1.05 603 | 0.05 216 | 1.21 617 | 0.27 514 | 1.83 581 | 1.00 536 |
|
| AANet_RVC |  | 13.16 572 | 5.34 591 | 10.83 484 | 8.20 542 | 4.44 493 | 14.13 482 | 9.46 558 | 28.78 536 | 37.67 617 | 23.44 576 | 37.47 618 | 23.48 543 | 15.83 562 | 22.39 607 | 16.63 573 | 1.67 620 | 0.86 624 | 0.24 511 | 0.02 255 | 0.63 487 | 1.60 574 |
|
| psm_up |  | 13.18 573 | 1.91 439 | 8.81 387 | 9.59 578 | 5.84 582 | 15.17 507 | 11.37 599 | 38.74 660 | 30.81 558 | 20.66 536 | 30.32 535 | 30.00 598 | 23.12 622 | 19.19 567 | 16.02 567 | 0.58 540 | 0.10 362 | 0.17 479 | 0.01 210 | 0.65 493 | 0.55 462 |
|
| xyz-stereo |  | 13.23 574 | 0.83 78 | 38.70 664 | 2.53 75 | 0.83 168 | 41.19 691 | 4.82 435 | 13.68 294 | 26.28 517 | 22.98 570 | 37.78 620 | 29.35 592 | 18.53 598 | 18.11 554 | 7.85 459 | 0.22 435 | 0.03 152 | 0.64 573 | 0.01 210 | 0.13 206 | 0.06 135 |
|
| ssnet_v2 |  | 13.23 574 | 2.43 503 | 11.25 489 | 7.34 506 | 2.92 398 | 23.05 605 | 12.95 615 | 35.93 636 | 32.92 583 | 21.23 549 | 25.38 468 | 28.81 586 | 15.22 553 | 22.57 608 | 19.81 595 | 0.18 412 | 0.08 321 | 0.19 492 | 0.05 335 | 1.24 553 | 1.06 542 |
|
| CVANet_RVC |  | 13.24 576 | 3.39 546 | 8.43 366 | 8.42 547 | 5.04 526 | 18.52 572 | 11.72 605 | 32.03 584 | 33.85 586 | 23.17 573 | 32.77 576 | 29.78 595 | 16.51 569 | 23.20 612 | 11.28 525 | 0.94 592 | 0.04 177 | 1.19 616 | 0.47 581 | 3.13 614 | 1.01 537 |
|
| FADNet-RVC |  | 13.27 577 | 11.57 655 | 39.71 665 | 7.94 533 | 4.50 499 | 15.41 512 | 6.95 515 | 27.96 523 | 22.98 476 | 20.37 530 | 30.73 541 | 26.86 578 | 11.31 463 | 20.50 595 | 14.28 553 | 0.14 393 | 0.14 430 | 0.13 457 | 0.18 450 | 2.83 605 | 0.86 517 |
|
| DLCB_ROB |  | 13.35 578 | 3.00 535 | 9.12 413 | 9.43 569 | 5.68 570 | 21.80 595 | 10.12 576 | 29.19 543 | 29.92 550 | 27.71 620 | 31.45 561 | 32.37 617 | 19.50 604 | 19.02 563 | 16.73 574 | 0.22 435 | 0.04 177 | 0.38 546 | 0.06 358 | 0.49 439 | 0.85 516 |
|
| StereoDRNet-Refined |  | 13.36 579 | 2.80 522 | 10.82 483 | 7.94 533 | 3.10 409 | 18.95 573 | 4.45 418 | 28.47 531 | 29.65 543 | 29.11 629 | 41.47 645 | 24.44 553 | 17.64 584 | 23.34 613 | 21.66 606 | 0.16 405 | 0.07 284 | 0.53 561 | 0.32 537 | 0.77 517 | 1.64 576 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| SACVNet |  | 13.38 580 | 4.08 566 | 11.41 495 | 11.67 630 | 5.79 577 | 17.28 554 | 9.39 556 | 32.77 597 | 22.29 466 | 28.11 623 | 33.35 587 | 32.48 618 | 21.86 617 | 19.75 574 | 10.28 511 | 1.00 599 | 0.48 585 | 0.85 595 | 0.29 521 | 1.31 560 | 3.08 616 |
|
| iinet-f |  | 13.51 581 | 4.29 569 | 45.90 679 | 6.01 423 | 3.96 454 | 21.00 587 | 13.40 621 | 27.40 519 | 21.12 450 | 21.11 546 | 30.72 540 | 21.49 520 | 16.96 575 | 15.33 493 | 19.50 593 | 0.12 385 | 0.42 567 | 0.09 409 | 0.05 335 | 0.89 529 | 0.39 417 |
|
| rvit_105_1 |  | 13.56 582 | 5.57 594 | 19.88 612 | 13.22 644 | 4.58 504 | 15.04 503 | 28.61 702 | 26.56 507 | 42.75 644 | 18.83 502 | 24.53 459 | 20.93 514 | 13.85 518 | 18.02 552 | 11.90 531 | 1.74 621 | 0.60 605 | 0.25 512 | 2.10 652 | 0.61 481 | 1.64 576 |
|
| CBMV |   | 13.69 583 | 3.63 552 | 8.02 345 | 5.93 414 | 2.69 378 | 22.57 601 | 12.44 612 | 29.81 553 | 31.57 564 | 31.20 643 | 33.79 594 | 31.04 605 | 17.41 582 | 25.28 626 | 14.11 552 | 0.71 560 | 0.60 605 | 0.60 569 | 0.11 417 | 1.11 544 | 1.13 548 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| PS-NSSS |  | 13.70 584 | 7.41 621 | 14.68 555 | 6.70 477 | 5.63 567 | 18.43 570 | 12.59 613 | 38.89 662 | 25.56 507 | 20.27 528 | 35.71 605 | 21.11 518 | 16.35 567 | 17.16 542 | 17.56 580 | 2.28 633 | 0.53 598 | 5.37 663 | 0.36 550 | 4.28 634 | 3.09 617 |
|
| FADNet |  | 14.18 585 | 10.92 649 | 37.56 661 | 7.79 530 | 6.64 602 | 17.48 558 | 6.91 512 | 34.73 623 | 34.03 587 | 18.85 503 | 27.02 491 | 28.26 584 | 14.24 529 | 17.77 547 | 10.09 506 | 0.41 508 | 0.67 612 | 0.37 544 | 0.37 554 | 8.13 663 | 1.34 560 |
|
| fast-acv-ft |  | 14.25 586 | 4.00 565 | 16.20 571 | 7.51 517 | 5.14 536 | 26.38 632 | 9.77 564 | 24.62 481 | 34.84 598 | 25.30 597 | 37.27 616 | 32.09 615 | 20.38 611 | 18.32 555 | 19.50 593 | 0.36 488 | 0.32 546 | 0.63 571 | 0.47 581 | 1.18 548 | 0.76 503 |
|
| DStereoRT |  | 14.31 587 | 2.30 498 | 10.03 466 | 10.45 603 | 5.01 525 | 18.36 567 | 6.38 489 | 27.11 513 | 26.47 520 | 15.77 422 | 24.40 457 | 10.48 336 | 14.62 540 | 17.08 541 | 9.45 496 | 1.32 614 | 0.51 594 | 57.89 722 | 25.93 711 | 0.56 470 | 2.01 591 |
|
| pmcnn |  | 14.59 588 | 3.68 555 | 19.78 611 | 6.83 486 | 4.51 500 | 21.27 591 | 14.67 633 | 27.37 517 | 30.54 554 | 27.09 617 | 40.19 637 | 38.71 655 | 18.53 598 | 17.70 546 | 19.27 590 | 0.84 584 | 0.09 340 | 0.00 1 | 0.00 1 | 0.48 430 | 0.31 391 |
|
| Anonymous_2 |  | 14.95 589 | 6.75 614 | 17.63 587 | 5.45 373 | 7.10 617 | 26.19 629 | 11.58 602 | 18.06 389 | 17.30 403 | 17.61 471 | 15.47 330 | 23.33 541 | 20.95 615 | 20.55 596 | 14.63 555 | 11.05 695 | 12.86 705 | 11.27 689 | 25.12 710 | 11.32 681 | 4.82 643 |
|
| z-ln-s-r |  | 14.97 590 | 6.05 598 | 40.55 668 | 5.39 369 | 5.41 556 | 13.95 479 | 13.34 620 | 21.84 448 | 36.75 612 | 18.86 504 | 43.90 663 | 23.71 548 | 16.41 568 | 22.64 610 | 28.99 662 | 0.02 234 | 0.02 111 | 0.00 1 | 0.00 1 | 1.04 539 | 0.48 447 |
|
| test_sample9 |  | 15.04 591 | 4.86 580 | 17.49 582 | 5.97 417 | 2.94 399 | 17.57 560 | 8.30 538 | 28.75 533 | 23.91 490 | 24.38 585 | 21.03 416 | 24.64 556 | 17.82 588 | 20.07 581 | 20.17 597 | 6.44 675 | 36.07 724 | 6.62 670 | 7.44 683 | 3.20 618 | 3.11 618 |
|
| NVstereo2D |  | 15.15 592 | 2.97 533 | 16.28 574 | 9.23 566 | 7.56 627 | 30.03 649 | 9.53 561 | 42.80 683 | 42.72 643 | 15.11 402 | 27.03 492 | 23.16 538 | 16.93 574 | 24.28 619 | 15.45 563 | 3.07 650 | 0.43 572 | 1.44 625 | 0.61 595 | 6.74 653 | 7.60 671 |
|
| TCMNet |  | 15.19 593 | 6.68 611 | 19.70 609 | 13.83 649 | 12.53 679 | 26.35 631 | 13.66 622 | 29.47 548 | 35.21 599 | 24.71 589 | 31.20 551 | 23.44 542 | 15.13 551 | 18.97 562 | 22.59 619 | 1.13 607 | 0.65 609 | 2.04 634 | 0.97 621 | 3.18 615 | 2.31 603 |
|
| Wz-Net-LNSev-Ref |  | 15.26 594 | 3.68 555 | 27.36 636 | 7.11 499 | 5.83 581 | 24.88 618 | 12.12 610 | 30.19 556 | 36.12 608 | 27.08 616 | 45.98 668 | 29.10 588 | 13.65 511 | 20.45 594 | 20.26 600 | 0.67 557 | 0.00 1 | 0.10 428 | 0.00 1 | 0.32 355 | 0.26 364 |
|
| StereoDRNet |  | 15.30 595 | 4.47 573 | 14.35 551 | 10.71 609 | 8.69 646 | 25.02 621 | 11.03 592 | 39.66 664 | 35.62 604 | 29.17 630 | 28.81 509 | 34.05 634 | 17.80 587 | 18.80 560 | 23.77 625 | 0.41 508 | 0.30 539 | 0.15 469 | 0.14 431 | 1.64 573 | 1.42 565 |
|
| FINET |  | 15.49 596 | 6.08 599 | 24.99 629 | 8.12 538 | 7.69 630 | 21.80 595 | 22.35 682 | 33.76 609 | 48.27 668 | 25.99 604 | 32.27 571 | 19.48 503 | 16.83 573 | 19.07 564 | 16.38 572 | 1.37 615 | 0.70 613 | 0.95 602 | 0.27 514 | 2.61 600 | 0.90 523 |
|
| DRN-Test |  | 15.88 597 | 3.83 561 | 14.70 556 | 9.96 590 | 8.02 639 | 28.93 646 | 14.65 632 | 42.34 678 | 38.25 622 | 28.18 624 | 34.31 599 | 29.22 590 | 18.35 595 | 20.01 579 | 22.68 620 | 0.37 491 | 0.41 563 | 0.46 553 | 0.28 517 | 1.28 556 | 1.34 560 |
|
| YMNet |  | 15.91 598 | 5.68 596 | 21.74 621 | 10.94 616 | 8.77 648 | 25.22 623 | 9.21 552 | 32.22 590 | 31.35 560 | 33.81 661 | 38.84 628 | 34.00 631 | 17.83 591 | 19.95 576 | 21.57 604 | 0.87 587 | 1.30 638 | 1.22 619 | 0.91 615 | 1.64 573 | 1.18 554 |
|
| YMNet_1 |  | 15.91 598 | 5.68 596 | 21.74 621 | 10.94 616 | 8.77 648 | 25.22 623 | 9.21 552 | 32.22 590 | 31.35 560 | 33.81 661 | 38.84 628 | 34.00 631 | 17.83 591 | 19.95 576 | 21.57 604 | 0.87 587 | 1.30 638 | 1.22 619 | 0.91 615 | 1.64 573 | 1.18 554 |
|
| SDNR |  | 16.15 600 | 5.23 589 | 28.92 640 | 5.73 394 | 6.05 589 | 56.85 711 | 3.26 364 | 23.18 466 | 29.73 544 | 20.62 534 | 36.48 609 | 13.59 402 | 16.97 576 | 18.43 556 | 13.44 544 | 10.56 690 | 13.84 707 | 3.10 654 | 0.44 576 | 7.80 659 | 8.81 678 |
|
| PA-Net |  | 16.29 601 | 6.88 616 | 27.34 635 | 9.88 587 | 11.12 668 | 21.77 594 | 28.15 701 | 32.06 585 | 39.49 624 | 19.99 520 | 27.91 498 | 23.50 544 | 20.59 612 | 20.25 587 | 24.04 628 | 0.24 451 | 2.26 663 | 0.22 504 | 4.59 672 | 1.13 546 | 4.48 639 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| DISCO |  | 16.36 602 | 1.88 435 | 16.15 570 | 7.78 529 | 4.19 471 | 26.92 636 | 10.21 580 | 30.31 561 | 44.26 653 | 21.35 551 | 33.91 597 | 35.80 644 | 22.40 619 | 35.65 672 | 33.87 673 | 0.18 412 | 0.08 321 | 0.04 340 | 0.04 306 | 1.71 577 | 0.54 460 |
|
| GwcNet |   | 16.48 603 | 5.23 589 | 20.03 614 | 10.24 599 | 8.48 643 | 28.79 643 | 10.09 574 | 38.60 658 | 44.51 654 | 23.29 575 | 36.95 614 | 31.29 608 | 19.79 609 | 20.42 592 | 25.70 641 | 0.54 536 | 0.72 614 | 0.57 566 | 0.39 560 | 1.37 563 | 2.64 607 |
|
| NaN_ROB |  | 16.51 604 | 6.51 608 | 16.22 572 | 10.53 607 | 4.64 507 | 31.76 659 | 17.78 664 | 37.00 647 | 43.37 648 | 29.68 635 | 31.29 552 | 32.67 623 | 20.32 610 | 28.00 642 | 16.06 568 | 0.38 493 | 0.41 563 | 0.32 536 | 0.41 564 | 0.87 527 | 1.94 588 |
|
| FAT-Stereo |  | 16.81 605 | 2.97 533 | 17.56 586 | 9.80 583 | 6.21 591 | 16.12 533 | 13.23 619 | 38.18 657 | 39.67 627 | 27.00 614 | 39.73 635 | 37.55 651 | 31.30 667 | 20.39 591 | 21.52 603 | 3.44 652 | 2.05 655 | 0.81 592 | 1.10 627 | 1.89 584 | 5.72 648 |
|
| S-Stereo |  | 16.85 606 | 3.95 564 | 20.67 617 | 12.08 636 | 8.91 652 | 21.68 593 | 12.61 614 | 32.20 589 | 44.61 655 | 22.37 562 | 38.42 626 | 29.15 589 | 28.02 651 | 18.58 558 | 22.36 618 | 2.88 646 | 3.11 676 | 0.87 599 | 1.82 646 | 3.58 625 | 9.08 680 |
|
| DANet |  | 16.85 606 | 8.00 626 | 26.04 633 | 14.56 658 | 7.25 620 | 20.59 585 | 5.37 444 | 26.22 503 | 26.02 516 | 32.17 651 | 36.00 607 | 37.20 649 | 29.77 659 | 30.75 652 | 24.62 633 | 1.14 609 | 1.34 640 | 2.21 639 | 0.51 586 | 3.18 615 | 4.07 633 |
| 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 |  | 16.87 608 | 16.27 674 | 17.93 593 | 11.24 624 | 6.69 605 | 28.95 647 | 10.44 583 | 41.23 675 | 21.49 455 | 29.68 635 | 34.27 598 | 32.48 618 | 11.00 452 | 20.05 580 | 15.09 561 | 8.22 682 | 2.59 666 | 12.23 690 | 0.75 606 | 10.40 674 | 6.34 655 |
|
| PSMNet_ROB |  | 16.90 609 | 5.45 592 | 14.16 544 | 13.77 647 | 7.25 620 | 27.65 639 | 32.74 708 | 43.21 686 | 37.88 620 | 24.00 579 | 32.97 581 | 34.55 638 | 16.69 570 | 17.41 543 | 23.96 627 | 0.38 493 | 0.22 493 | 0.93 601 | 2.05 650 | 1.83 581 | 0.96 529 |
|
| GANet |  | 16.92 610 | 4.32 571 | 12.46 510 | 10.84 615 | 4.24 473 | 23.04 604 | 15.36 646 | 39.91 667 | 34.47 594 | 32.42 652 | 45.10 667 | 40.04 664 | 27.54 646 | 23.61 616 | 20.20 599 | 1.02 602 | 0.08 321 | 0.67 576 | 0.22 476 | 1.87 583 | 0.97 530 |
|
| Syn2CoEx |  | 17.03 611 | 10.40 643 | 25.65 632 | 20.35 677 | 8.02 639 | 26.28 630 | 11.27 596 | 37.16 649 | 32.69 581 | 28.89 627 | 40.17 636 | 29.27 591 | 26.63 641 | 19.19 567 | 17.63 581 | 0.98 597 | 0.54 599 | 1.23 621 | 0.23 485 | 1.82 580 | 2.24 601 |
|
| test_sample8 |  | 17.19 612 | 4.86 580 | 17.49 582 | 5.97 417 | 2.94 399 | 17.57 560 | 8.30 538 | 31.87 581 | 18.55 422 | 33.54 658 | 26.00 474 | 40.64 667 | 32.90 672 | 20.07 581 | 20.17 597 | 6.44 675 | 36.07 724 | 6.62 670 | 7.44 683 | 3.20 618 | 3.11 618 |
|
| NCCL2 |  | 17.23 613 | 6.37 607 | 14.30 550 | 23.45 690 | 7.18 619 | 24.16 610 | 17.05 659 | 34.39 619 | 25.88 510 | 31.55 645 | 38.01 622 | 42.09 674 | 26.81 642 | 20.94 599 | 22.69 621 | 0.45 517 | 0.23 501 | 2.63 647 | 1.80 645 | 2.02 590 | 2.57 605 |
|
| GASNet |  | 17.30 614 | 19.38 682 | 30.46 649 | 20.66 679 | 9.36 656 | 16.06 528 | 9.06 550 | 43.89 690 | 40.04 630 | 25.35 599 | 23.73 450 | 32.90 624 | 15.37 557 | 28.91 644 | 17.05 575 | 3.04 649 | 0.27 528 | 1.88 632 | 0.45 579 | 6.73 652 | 1.37 562 |
|
| ADCRef |  | 17.30 614 | 6.73 613 | 42.01 674 | 10.11 593 | 8.78 650 | 26.61 634 | 10.45 584 | 31.29 575 | 32.75 582 | 31.19 642 | 41.62 648 | 18.47 487 | 19.78 608 | 24.29 620 | 34.06 676 | 0.76 569 | 0.42 567 | 2.16 637 | 1.79 644 | 1.23 552 | 1.56 573 |
|
| XPNet_ROB |  | 17.33 616 | 4.84 578 | 15.44 561 | 11.15 621 | 6.64 602 | 20.88 586 | 16.10 649 | 36.26 639 | 39.54 625 | 31.80 649 | 41.32 643 | 41.30 671 | 23.91 626 | 24.67 621 | 27.40 649 | 1.07 606 | 0.74 616 | 0.79 585 | 0.25 501 | 1.10 543 | 1.31 558 |
|
| w-ln-seven-2 |  | 17.58 617 | 7.62 623 | 41.78 672 | 11.29 626 | 6.55 601 | 23.49 607 | 14.08 627 | 29.64 551 | 39.85 629 | 28.44 626 | 42.38 651 | 30.45 602 | 27.66 648 | 22.16 605 | 22.15 613 | 0.44 515 | 0.49 588 | 0.65 574 | 0.17 448 | 1.58 568 | 0.81 508 |
|
| RP |  | 17.58 617 | 4.92 584 | 15.27 560 | 15.44 664 | 11.95 676 | 21.05 588 | 11.75 606 | 27.64 520 | 45.09 658 | 22.99 571 | 42.05 650 | 39.39 660 | 27.74 649 | 25.54 627 | 22.33 617 | 5.45 668 | 0.59 604 | 4.33 659 | 1.62 643 | 3.53 624 | 2.86 613 |
|
| SuperB |  | 17.60 619 | 6.22 606 | 56.40 701 | 7.91 532 | 5.07 528 | 19.70 579 | 9.03 548 | 24.87 483 | 50.15 682 | 26.25 609 | 39.13 630 | 17.61 471 | 20.84 614 | 22.28 606 | 25.31 637 | 0.70 558 | 0.31 543 | 1.10 611 | 0.71 603 | 16.58 695 | 1.86 583 |
|
| ETE_ROB |  | 17.67 620 | 9.48 634 | 17.66 588 | 13.60 645 | 4.57 503 | 23.03 603 | 21.09 677 | 32.49 593 | 35.24 600 | 30.49 639 | 38.06 623 | 46.18 687 | 24.49 629 | 26.40 632 | 24.21 630 | 0.46 522 | 0.24 512 | 1.14 612 | 0.84 609 | 1.52 567 | 2.13 595 |
|
| APVNet |  | 17.75 621 | 5.46 593 | 20.35 616 | 12.31 638 | 8.40 642 | 30.16 651 | 24.10 691 | 41.14 674 | 30.12 551 | 25.08 593 | 41.09 641 | 31.24 606 | 23.12 622 | 27.07 635 | 27.86 655 | 0.34 482 | 0.56 602 | 3.02 652 | 0.52 587 | 1.68 576 | 1.45 567 |
|
| PWCDC_ROB |   | 17.80 622 | 9.62 635 | 18.38 597 | 17.95 671 | 7.74 631 | 24.61 615 | 5.56 456 | 34.41 620 | 52.79 687 | 29.66 634 | 50.20 683 | 20.63 511 | 19.69 606 | 29.85 651 | 20.87 601 | 6.18 672 | 0.26 524 | 0.10 428 | 0.05 335 | 5.36 646 | 2.00 590 |
|
| MDST_ROB |  | 17.92 623 | 1.60 354 | 13.68 536 | 13.88 651 | 6.44 599 | 43.05 693 | 14.86 635 | 42.74 682 | 41.66 636 | 43.25 687 | 42.85 655 | 28.43 585 | 17.28 580 | 29.35 647 | 16.06 568 | 0.88 590 | 0.11 384 | 0.63 571 | 0.47 581 | 0.50 444 | 0.64 484 |
|
| Nwc_Net |  | 17.98 624 | 4.67 576 | 17.79 592 | 14.26 654 | 11.65 674 | 25.14 622 | 14.88 636 | 40.85 671 | 39.83 628 | 21.07 545 | 43.24 657 | 34.50 637 | 27.64 647 | 26.44 634 | 25.03 634 | 3.22 651 | 0.18 461 | 2.52 646 | 3.18 659 | 1.98 586 | 1.51 570 |
|
| ADCP+ |  | 18.16 625 | 4.61 575 | 32.94 652 | 9.31 567 | 10.23 661 | 28.87 644 | 11.69 604 | 33.43 605 | 36.49 610 | 29.28 632 | 40.49 638 | 24.18 552 | 24.61 632 | 33.89 661 | 35.33 678 | 0.25 457 | 0.40 562 | 2.00 633 | 1.17 631 | 2.16 593 | 1.87 585 |
|
| Wz-Net-LNSev |  | 18.19 626 | 10.57 645 | 41.33 670 | 10.19 596 | 7.94 637 | 24.29 611 | 15.28 644 | 34.15 613 | 43.38 649 | 32.90 655 | 43.72 661 | 31.94 613 | 22.21 618 | 20.81 598 | 22.26 615 | 0.47 523 | 0.22 493 | 0.00 1 | 0.02 255 | 1.22 551 | 0.94 528 |
|
| PWC_ROB |   | 18.37 627 | 10.55 644 | 25.19 630 | 10.21 597 | 6.29 598 | 23.75 608 | 4.79 431 | 35.93 636 | 48.75 672 | 32.56 653 | 44.46 666 | 34.68 639 | 24.78 634 | 30.99 653 | 25.72 642 | 1.38 617 | 0.08 321 | 1.57 627 | 0.26 507 | 2.18 594 | 3.17 623 |
|
| AF-Net |  | 18.38 628 | 5.60 595 | 14.21 546 | 15.95 665 | 10.78 664 | 22.26 597 | 10.45 584 | 35.39 629 | 50.22 683 | 24.71 589 | 37.77 619 | 41.55 672 | 29.24 657 | 29.11 645 | 26.67 643 | 4.35 662 | 0.06 255 | 4.56 661 | 0.90 612 | 2.42 595 | 1.38 563 |
|
| stereogan |  | 18.62 629 | 3.07 537 | 16.31 575 | 13.04 642 | 9.99 659 | 35.74 674 | 9.09 551 | 38.17 656 | 45.27 659 | 24.39 588 | 41.24 642 | 39.93 662 | 25.46 638 | 31.29 655 | 24.33 632 | 1.80 624 | 0.91 630 | 2.71 649 | 0.75 606 | 5.15 644 | 3.70 624 |
|
| edge stereo |  | 18.75 630 | 5.12 585 | 17.66 588 | 10.77 614 | 7.84 635 | 22.41 599 | 11.03 592 | 35.23 628 | 42.07 642 | 34.62 663 | 42.74 653 | 41.28 670 | 35.50 678 | 25.14 625 | 24.17 629 | 2.42 639 | 2.42 665 | 6.35 669 | 1.45 639 | 2.89 608 | 3.80 625 |
|
| RYNet |  | 18.92 631 | 4.69 577 | 16.88 579 | 10.99 618 | 15.84 689 | 46.72 696 | 16.57 655 | 37.84 653 | 48.03 667 | 26.92 612 | 26.48 484 | 37.84 654 | 24.92 636 | 19.80 575 | 31.04 668 | 0.25 457 | 0.25 520 | 0.62 570 | 0.03 282 | 6.34 651 | 6.39 656 |
|
| Wz-Net-MNSev |  | 18.98 632 | 6.53 609 | 33.16 654 | 10.15 595 | 7.26 622 | 38.37 684 | 16.45 653 | 34.19 615 | 43.20 647 | 30.65 640 | 40.76 639 | 40.51 666 | 19.24 603 | 27.56 637 | 28.06 660 | 0.81 580 | 0.26 524 | 0.05 351 | 0.10 407 | 1.45 566 | 0.84 513 |
|
| LALA_ROB |  | 19.19 633 | 7.15 619 | 15.93 569 | 12.96 641 | 5.30 551 | 28.30 642 | 23.21 689 | 42.51 679 | 36.69 611 | 33.45 657 | 40.81 640 | 50.96 699 | 24.53 630 | 27.92 639 | 25.66 640 | 0.60 545 | 0.44 574 | 2.04 634 | 1.22 633 | 2.54 599 | 1.47 568 |
|
| aanetorigin |  | 19.21 634 | 12.59 657 | 53.50 688 | 9.67 579 | 7.83 634 | 11.85 434 | 13.87 625 | 17.05 365 | 34.15 591 | 49.18 697 | 48.89 679 | 34.05 634 | 30.22 661 | 22.86 611 | 28.00 659 | 1.01 601 | 0.75 618 | 0.67 576 | 0.89 611 | 3.07 611 | 4.14 634 |
|
| SGM_RVC |   | 19.52 635 | 2.12 482 | 6.79 281 | 6.59 467 | 1.33 245 | 38.20 683 | 15.74 647 | 38.13 655 | 34.07 589 | 45.71 692 | 41.91 649 | 51.41 700 | 38.10 685 | 38.77 688 | 27.80 654 | 0.61 549 | 0.36 556 | 0.51 559 | 0.33 542 | 1.03 538 | 0.90 523 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| RTSC |  | 19.64 636 | 9.36 631 | 31.06 650 | 10.99 618 | 6.24 595 | 28.10 641 | 10.14 578 | 37.50 652 | 58.34 710 | 31.74 647 | 36.70 611 | 32.50 620 | 21.03 616 | 36.00 677 | 37.24 688 | 1.23 612 | 0.44 574 | 0.12 445 | 0.31 534 | 1.98 586 | 1.69 579 |
|
| NCC-stereo |  | 19.75 637 | 6.08 599 | 23.96 625 | 15.05 660 | 16.17 690 | 18.42 568 | 21.45 678 | 43.31 688 | 41.00 634 | 24.30 583 | 38.12 624 | 34.98 640 | 26.92 643 | 35.46 669 | 25.65 638 | 4.29 660 | 2.07 658 | 3.24 655 | 8.90 693 | 2.86 606 | 2.86 613 |
|
| Abc-Net |  | 19.75 637 | 6.08 599 | 23.96 625 | 15.05 660 | 16.17 690 | 18.42 568 | 21.45 678 | 43.31 688 | 41.00 634 | 24.30 583 | 38.12 624 | 34.98 640 | 26.92 643 | 35.46 669 | 25.65 638 | 4.29 660 | 2.07 658 | 3.24 655 | 8.90 693 | 2.86 606 | 2.86 613 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| DGSMNet |  | 19.79 639 | 12.06 656 | 33.43 655 | 13.79 648 | 16.23 692 | 22.97 602 | 15.88 648 | 35.41 630 | 41.96 640 | 19.90 519 | 32.16 570 | 35.60 643 | 18.14 593 | 29.48 649 | 23.10 622 | 3.85 656 | 3.89 689 | 6.16 668 | 4.75 673 | 13.56 685 | 13.44 694 |
|
| RGC |  | 19.90 640 | 13.26 661 | 20.24 615 | 18.19 672 | 14.06 685 | 21.21 589 | 14.33 629 | 34.97 624 | 43.60 651 | 27.73 621 | 41.49 646 | 39.76 661 | 27.98 650 | 34.52 664 | 21.37 602 | 3.66 655 | 0.54 599 | 8.67 682 | 4.16 670 | 4.19 632 | 4.02 631 |
|
| DeepPrunerF |  | 19.92 641 | 11.02 652 | 44.29 675 | 20.74 680 | 17.75 694 | 19.19 575 | 22.57 683 | 36.86 646 | 49.93 678 | 25.48 600 | 36.62 610 | 24.69 559 | 23.97 627 | 23.44 614 | 21.79 607 | 2.68 644 | 1.63 650 | 5.70 665 | 3.95 667 | 3.38 623 | 2.67 608 |
|
| WCMA_ROB |  | 20.02 642 | 4.30 570 | 19.72 610 | 9.47 574 | 7.00 615 | 32.71 665 | 13.99 626 | 31.97 583 | 32.48 578 | 41.51 682 | 52.00 688 | 44.09 678 | 36.14 680 | 32.43 657 | 24.29 631 | 6.19 673 | 2.79 672 | 1.09 610 | 1.10 627 | 3.95 629 | 3.13 621 |
|
| MSAF-DinoV2 |  | 20.61 643 | 7.35 620 | 24.41 627 | 11.43 629 | 4.88 514 | 30.12 650 | 16.70 656 | 39.67 665 | 54.27 691 | 22.75 567 | 32.01 566 | 48.05 693 | 30.44 663 | 37.52 682 | 40.45 696 | 0.72 562 | 0.50 590 | 0.44 550 | 1.23 634 | 4.64 636 | 4.54 640 |
|
| psmorigin |  | 20.95 644 | 10.24 642 | 35.84 657 | 9.75 581 | 7.05 616 | 24.59 614 | 10.11 575 | 32.85 599 | 32.17 574 | 43.09 685 | 54.57 698 | 42.79 675 | 36.62 681 | 35.99 676 | 27.41 650 | 1.58 619 | 2.72 670 | 0.79 585 | 1.05 624 | 3.26 621 | 6.50 657 |
|
| SANet |  | 20.96 645 | 6.60 610 | 29.81 644 | 8.83 554 | 3.19 412 | 31.27 658 | 20.56 675 | 41.86 677 | 56.09 702 | 39.30 677 | 43.62 659 | 44.95 680 | 31.93 669 | 27.83 638 | 23.67 624 | 0.94 592 | 0.52 597 | 0.99 604 | 0.42 569 | 4.72 638 | 2.03 592 |
|
| FBW_ROB |  | 21.00 646 | 10.23 641 | 22.72 623 | 13.71 646 | 6.77 607 | 30.49 656 | 16.46 654 | 44.58 691 | 43.57 650 | 44.25 690 | 39.59 633 | 43.27 677 | 26.12 640 | 33.96 662 | 21.80 608 | 2.58 643 | 1.84 653 | 7.14 680 | 2.78 657 | 4.00 630 | 4.06 632 |
|
| w-ln-seven |  | 21.04 647 | 9.30 629 | 55.15 699 | 11.32 627 | 9.98 658 | 30.27 652 | 18.05 666 | 37.06 648 | 55.12 698 | 36.70 669 | 43.26 658 | 33.73 630 | 22.90 620 | 22.63 609 | 29.52 663 | 0.39 503 | 0.18 461 | 0.85 595 | 0.16 443 | 2.75 603 | 1.47 568 |
|
| z-mn7 |  | 21.05 648 | 9.91 637 | 45.96 680 | 11.27 625 | 5.23 540 | 33.41 667 | 15.27 643 | 35.65 633 | 57.07 706 | 26.62 611 | 53.08 690 | 32.21 616 | 24.80 635 | 35.65 672 | 30.93 667 | 0.49 526 | 0.25 520 | 0.55 563 | 0.11 417 | 1.62 570 | 0.90 523 |
|
| SQANet |  | 21.24 649 | 24.08 693 | 19.60 608 | 26.40 695 | 18.74 696 | 30.87 657 | 9.24 554 | 32.70 596 | 29.58 542 | 25.25 595 | 33.37 588 | 33.47 628 | 19.19 602 | 28.11 643 | 18.32 585 | 10.87 691 | 2.92 674 | 26.49 707 | 5.65 678 | 18.43 699 | 11.48 689 |
|
| G-Net |  | 21.25 650 | 8.24 627 | 37.97 663 | 15.14 663 | 9.26 655 | 50.87 702 | 16.80 658 | 27.96 523 | 30.54 554 | 38.92 674 | 42.93 656 | 33.27 625 | 32.17 670 | 27.99 641 | 25.25 636 | 4.40 664 | 3.83 686 | 3.60 658 | 0.97 621 | 7.91 662 | 6.95 663 |
|
| SHD |  | 21.32 651 | 10.03 638 | 30.16 647 | 14.30 655 | 8.68 645 | 24.15 609 | 8.93 546 | 40.82 670 | 61.17 715 | 35.79 666 | 44.15 664 | 38.73 656 | 30.20 660 | 33.88 660 | 31.09 669 | 2.00 628 | 0.81 621 | 1.17 613 | 1.55 640 | 4.08 631 | 4.78 642 |
|
| MultiAttention |  | 21.34 652 | 1.48 300 | 14.65 554 | 12.08 636 | 4.10 467 | 63.05 720 | 95.71 754 | 42.52 680 | 41.89 639 | 15.33 412 | 30.20 534 | 28.14 583 | 7.73 375 | 44.07 699 | 13.67 546 | 0.84 584 | 0.27 528 | 1.06 606 | 1.58 642 | 4.47 635 | 3.88 629 |
|
| CSAN |  | 21.34 652 | 9.45 633 | 23.34 624 | 20.99 682 | 4.95 518 | 32.57 663 | 34.26 709 | 38.83 661 | 49.95 680 | 36.97 671 | 39.72 634 | 44.97 681 | 31.73 668 | 26.05 629 | 23.94 626 | 1.52 618 | 0.47 583 | 0.85 595 | 1.43 638 | 2.73 602 | 2.14 598 |
|
| UDG |  | 21.45 654 | 14.84 668 | 14.44 552 | 21.30 685 | 20.08 698 | 32.05 662 | 13.76 623 | 35.98 638 | 35.52 603 | 25.93 603 | 30.69 539 | 37.26 650 | 30.66 664 | 21.97 603 | 19.89 596 | 10.88 693 | 5.55 694 | 22.78 702 | 7.65 686 | 14.83 691 | 13.05 693 |
|
| ADCL |  | 21.64 655 | 6.20 603 | 47.32 682 | 9.93 588 | 6.91 614 | 38.69 687 | 19.97 673 | 31.26 573 | 54.04 689 | 27.89 622 | 47.97 676 | 31.35 609 | 30.66 664 | 33.18 659 | 36.62 683 | 0.99 598 | 0.92 631 | 2.63 647 | 1.82 646 | 2.45 596 | 2.13 595 |
|
| ADCPNet |  | 21.93 656 | 9.38 632 | 57.92 703 | 11.76 632 | 6.88 612 | 36.03 675 | 18.44 668 | 32.80 598 | 35.93 605 | 32.91 656 | 43.80 662 | 39.21 659 | 26.99 645 | 31.14 654 | 36.94 685 | 2.05 629 | 2.67 669 | 2.30 641 | 3.45 663 | 4.22 633 | 3.82 626 |
|
| zh-mn7 |  | 21.99 657 | 13.21 660 | 53.55 691 | 10.73 611 | 5.68 570 | 27.38 638 | 14.94 637 | 34.53 622 | 56.55 704 | 40.02 678 | 57.13 702 | 31.28 607 | 23.73 625 | 35.83 674 | 30.28 665 | 0.95 595 | 0.44 574 | 0.22 504 | 0.19 463 | 1.26 555 | 1.86 583 |
|
| CC-Net-ROB |  | 22.04 658 | 22.91 690 | 28.86 639 | 14.05 652 | 8.73 647 | 33.79 668 | 15.26 642 | 46.84 695 | 36.06 607 | 33.72 659 | 32.10 568 | 35.47 642 | 24.02 628 | 23.57 615 | 27.88 656 | 8.95 685 | 2.95 675 | 24.94 704 | 3.68 664 | 12.41 683 | 4.62 641 |
|
| MeshStereo |   | 22.27 659 | 6.87 615 | 11.15 488 | 7.69 524 | 4.87 513 | 37.70 681 | 13.06 617 | 41.64 676 | 36.95 613 | 50.92 700 | 53.41 693 | 58.12 705 | 41.93 697 | 37.73 684 | 27.62 653 | 2.52 642 | 2.37 664 | 2.99 651 | 2.07 651 | 3.09 612 | 2.60 606 |
| 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 |  | 22.66 660 | 19.69 684 | 14.64 553 | 24.11 691 | 22.38 702 | 24.84 616 | 17.71 663 | 30.36 562 | 30.32 553 | 29.02 628 | 37.31 617 | 37.63 652 | 24.66 633 | 24.67 621 | 17.08 576 | 18.42 702 | 7.92 702 | 26.43 706 | 11.81 701 | 17.23 696 | 16.95 700 |
|
| Wz-Net-SNSev |  | 22.67 661 | 16.94 676 | 45.69 678 | 13.85 650 | 8.52 644 | 28.89 645 | 27.06 698 | 39.39 663 | 55.04 696 | 31.77 648 | 53.23 691 | 39.18 658 | 23.41 624 | 26.40 632 | 36.25 681 | 0.78 571 | 0.21 483 | 1.21 617 | 0.90 612 | 3.03 610 | 1.62 575 |
|
| ADCMid |  | 22.76 662 | 10.75 647 | 41.73 671 | 11.23 623 | 7.97 638 | 27.26 637 | 19.18 672 | 35.44 632 | 38.02 621 | 40.23 679 | 46.38 671 | 36.56 647 | 42.70 698 | 38.20 686 | 40.75 697 | 1.77 622 | 1.43 644 | 3.05 653 | 3.81 666 | 4.96 640 | 3.82 626 |
|
| MSMD_ROB |  | 22.90 663 | 9.64 636 | 14.76 557 | 17.46 670 | 9.88 657 | 34.94 670 | 18.83 669 | 33.67 608 | 37.47 614 | 40.97 681 | 59.80 706 | 45.93 685 | 38.34 687 | 31.74 656 | 23.24 623 | 6.22 674 | 3.58 683 | 8.78 683 | 11.03 699 | 6.76 654 | 5.06 646 |
|
| LE_ROB |  | 22.93 664 | 3.07 537 | 14.02 541 | 7.70 525 | 2.86 390 | 31.99 661 | 17.35 661 | 28.10 527 | 67.19 727 | 70.51 729 | 55.61 701 | 49.07 694 | 47.62 709 | 24.76 624 | 36.49 682 | 0.35 485 | 0.20 475 | 0.27 518 | 0.55 591 | 0.48 430 | 0.44 435 |
|
| zh-sn7 |  | 23.03 665 | 15.48 670 | 50.25 684 | 14.08 653 | 7.77 633 | 26.71 635 | 23.32 690 | 36.59 642 | 48.43 670 | 33.80 660 | 51.71 686 | 33.34 627 | 33.77 674 | 39.91 692 | 37.07 686 | 0.60 545 | 0.86 624 | 0.54 562 | 0.35 547 | 3.18 615 | 2.85 611 |
|
| DStereoO |  | 23.30 666 | 15.58 671 | 13.92 538 | 14.76 659 | 8.35 641 | 16.44 542 | 16.19 651 | 33.98 610 | 39.60 626 | 30.48 638 | 28.08 500 | 31.65 612 | 32.30 671 | 41.39 695 | 27.39 648 | 48.20 721 | 3.83 686 | 28.72 708 | 3.33 662 | 25.98 706 | 5.78 649 |
|
| AnyNet_C32 |  | 23.37 667 | 13.28 662 | 40.29 667 | 12.36 639 | 11.44 671 | 30.39 653 | 29.15 703 | 31.36 576 | 44.90 657 | 35.36 664 | 48.86 677 | 33.61 629 | 34.20 675 | 43.15 698 | 41.62 703 | 1.27 613 | 1.35 641 | 1.18 615 | 2.58 655 | 4.77 639 | 6.27 654 |
|
| SGM-ForestM |  | 23.72 668 | 2.44 504 | 9.13 415 | 7.43 512 | 2.25 347 | 44.80 695 | 19.11 671 | 44.90 692 | 49.97 681 | 50.74 699 | 51.18 684 | 62.06 713 | 45.83 703 | 44.96 700 | 33.88 674 | 1.00 599 | 0.84 623 | 0.78 583 | 0.62 596 | 1.29 557 | 1.11 545 |
|
| MFN_U_SF_DS_RVC |  | 23.92 669 | 13.60 663 | 30.09 646 | 25.46 693 | 10.02 660 | 38.51 685 | 20.40 674 | 35.77 635 | 43.76 652 | 42.15 683 | 47.10 675 | 39.99 663 | 28.20 653 | 35.96 675 | 27.06 646 | 3.64 654 | 3.85 688 | 6.66 673 | 16.30 707 | 4.97 641 | 4.98 645 |
|
| ccnet |  | 24.02 670 | 16.16 673 | 21.70 620 | 11.83 634 | 17.75 694 | 37.87 682 | 16.18 650 | 45.46 694 | 31.93 570 | 36.99 672 | 46.46 674 | 38.76 657 | 29.52 658 | 37.55 683 | 40.93 700 | 9.20 686 | 6.29 696 | 9.63 685 | 7.71 688 | 11.19 678 | 7.21 668 |
|
| PSMNet-RUCA |  | 24.03 671 | 26.83 696 | 40.96 669 | 35.46 703 | 34.27 709 | 16.24 539 | 9.79 565 | 39.82 666 | 31.45 562 | 31.49 644 | 41.54 647 | 36.82 648 | 26.02 639 | 27.92 639 | 15.09 561 | 11.51 697 | 2.06 656 | 20.58 699 | 8.10 691 | 15.83 693 | 8.74 677 |
|
| XQC |  | 24.10 672 | 16.76 675 | 50.68 685 | 21.37 686 | 11.01 666 | 35.24 672 | 18.84 670 | 37.28 651 | 55.11 697 | 31.64 646 | 30.06 533 | 37.71 653 | 30.31 662 | 37.17 680 | 39.66 693 | 4.20 659 | 0.41 563 | 2.76 650 | 1.89 648 | 11.46 682 | 8.42 676 |
|
| FC-DCNN |   | 24.37 673 | 10.99 651 | 19.02 602 | 18.44 673 | 9.16 653 | 36.98 678 | 23.07 687 | 40.44 668 | 43.05 646 | 46.25 694 | 53.58 695 | 50.44 696 | 37.86 684 | 35.45 668 | 27.57 652 | 6.87 679 | 3.37 678 | 6.01 666 | 4.88 674 | 7.86 661 | 6.05 651 |
|
| DPSNet |  | 24.40 674 | 6.97 618 | 33.14 653 | 11.16 622 | 6.54 600 | 53.33 705 | 43.32 717 | 51.28 707 | 59.37 713 | 30.89 641 | 39.36 631 | 40.35 665 | 34.30 676 | 32.57 658 | 25.09 635 | 4.65 666 | 1.62 649 | 0.37 544 | 0.66 599 | 8.51 667 | 4.44 638 |
|
| FC-DCNN v2 |   | 24.44 675 | 10.97 650 | 18.53 599 | 18.49 674 | 9.18 654 | 37.41 680 | 23.03 686 | 40.91 672 | 43.02 645 | 46.46 695 | 54.06 696 | 50.67 697 | 38.26 686 | 35.41 667 | 27.52 651 | 6.85 678 | 3.38 679 | 6.03 667 | 4.89 675 | 7.82 660 | 5.94 650 |
|
| PDISCO_ROB |  | 24.45 676 | 9.24 628 | 29.28 642 | 28.68 698 | 19.96 697 | 37.14 679 | 15.33 645 | 45.04 693 | 54.69 693 | 29.24 631 | 42.67 652 | 46.07 686 | 28.17 652 | 35.35 666 | 30.30 666 | 9.92 688 | 2.13 660 | 6.90 674 | 3.20 660 | 8.74 668 | 6.87 662 |
|
| Wz-Net-TNSev |  | 25.12 677 | 20.16 685 | 57.98 704 | 9.56 576 | 7.42 625 | 42.73 692 | 22.27 681 | 35.14 626 | 53.46 688 | 35.97 668 | 42.74 653 | 45.83 683 | 39.87 691 | 36.56 678 | 34.73 677 | 1.82 625 | 1.51 647 | 0.76 582 | 1.34 637 | 5.84 650 | 6.80 660 |
|
| EDNetEfficient |  | 25.16 678 | 22.23 689 | 77.22 729 | 9.09 561 | 7.38 623 | 19.38 576 | 16.78 657 | 21.41 442 | 55.74 701 | 61.52 720 | 53.51 694 | 36.22 645 | 40.65 695 | 24.22 618 | 38.27 690 | 0.62 552 | 0.74 616 | 0.86 598 | 2.60 656 | 7.70 658 | 7.09 665 |
|
| WZ-Net |  | 25.17 679 | 12.95 658 | 63.02 708 | 15.13 662 | 10.42 663 | 38.51 685 | 27.42 700 | 40.46 669 | 54.17 690 | 28.32 625 | 52.95 689 | 40.81 668 | 28.36 654 | 37.07 679 | 41.35 702 | 1.21 611 | 0.21 483 | 0.73 580 | 0.94 618 | 5.42 648 | 3.87 628 |
|
| AANet |  | 25.23 680 | 25.90 695 | 70.86 722 | 8.25 544 | 6.82 609 | 24.45 612 | 10.96 590 | 32.18 586 | 56.29 703 | 56.40 706 | 51.41 685 | 47.70 691 | 40.20 692 | 25.76 628 | 35.38 679 | 2.68 644 | 0.32 546 | 0.99 604 | 0.43 572 | 3.80 628 | 3.92 630 |
|
| GANetREF_RVC |   | 25.41 681 | 29.28 698 | 24.63 628 | 25.18 692 | 6.04 588 | 30.44 654 | 35.39 712 | 47.84 698 | 50.60 684 | 36.88 670 | 36.04 608 | 34.11 636 | 31.23 666 | 37.46 681 | 27.96 658 | 8.58 683 | 2.66 668 | 16.29 695 | 4.95 676 | 14.37 690 | 8.32 675 |
| 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 |  | 25.59 682 | 14.91 669 | 18.83 601 | 28.55 697 | 15.68 688 | 39.29 688 | 18.16 667 | 42.83 685 | 41.69 637 | 44.43 691 | 51.94 687 | 50.82 698 | 39.22 690 | 34.59 665 | 27.29 647 | 6.05 671 | 3.63 684 | 7.01 677 | 6.41 679 | 10.35 673 | 10.17 687 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| DStereoSA |  | 26.02 683 | 16.00 672 | 36.80 660 | 23.05 689 | 13.50 681 | 27.80 640 | 20.87 676 | 49.24 702 | 58.93 711 | 26.92 612 | 36.89 612 | 29.48 593 | 37.74 683 | 38.81 689 | 26.96 644 | 7.13 680 | 7.34 701 | 15.03 693 | 11.26 700 | 21.25 701 | 15.34 696 |
|
| ADCS |  | 26.20 684 | 13.71 664 | 46.90 681 | 14.51 657 | 10.34 662 | 30.46 655 | 22.72 685 | 42.81 684 | 57.61 709 | 42.58 684 | 49.37 681 | 41.91 673 | 40.43 693 | 41.90 697 | 44.58 708 | 2.37 636 | 2.19 662 | 2.37 644 | 3.29 661 | 7.32 656 | 6.52 658 |
|
| DStereoFS |  | 26.88 685 | 21.28 688 | 29.50 643 | 18.65 675 | 12.35 678 | 29.13 648 | 13.04 616 | 50.34 706 | 47.29 665 | 35.95 667 | 44.38 665 | 36.32 646 | 41.02 696 | 51.90 713 | 33.82 672 | 7.92 681 | 5.83 695 | 15.86 694 | 9.22 695 | 17.41 698 | 16.41 698 |
|
| DLNR_Zeroshot_test |   | 27.62 686 | 51.32 713 | 91.46 746 | 98.51 756 | 98.03 757 | 3.10 70 | 0.50 78 | 30.95 569 | 7.65 246 | 8.16 271 | 15.68 333 | 7.31 282 | 1.63 95 | 11.87 368 | 4.21 351 | 40.37 715 | 0.87 626 | 0.06 374 | 0.34 545 | 80.23 740 | 0.24 353 |
|
| DLNR-FE |  | 27.66 687 | 51.31 712 | 91.55 748 | 98.52 757 | 97.91 756 | 3.10 70 | 0.50 78 | 31.55 578 | 7.66 247 | 8.18 272 | 15.67 331 | 7.31 282 | 1.63 95 | 11.88 369 | 4.21 351 | 40.23 714 | 0.89 629 | 0.06 374 | 0.34 545 | 80.38 741 | 0.24 353 |
|
| MFN_U_SF_RVC |  | 28.16 688 | 14.14 666 | 53.23 687 | 21.11 683 | 7.91 636 | 39.97 689 | 13.13 618 | 51.65 709 | 46.34 661 | 47.41 696 | 53.38 692 | 55.32 703 | 40.53 694 | 38.47 687 | 39.74 694 | 5.67 670 | 4.46 690 | 6.98 676 | 8.73 692 | 7.47 657 | 7.44 670 |
|
| PASM |  | 28.19 689 | 17.35 677 | 48.18 683 | 22.49 688 | 22.20 701 | 25.92 627 | 25.84 696 | 34.35 618 | 49.45 676 | 35.37 665 | 39.48 632 | 46.72 689 | 33.36 673 | 34.28 663 | 36.77 684 | 11.73 698 | 14.94 709 | 17.43 698 | 22.18 709 | 13.45 684 | 12.32 692 |
|
| EDNetEfficientorigin |  | 28.98 690 | 35.45 705 | 99.82 760 | 9.43 569 | 5.65 568 | 24.97 619 | 14.79 634 | 26.06 500 | 54.82 694 | 60.87 716 | 57.59 703 | 45.42 682 | 50.27 712 | 26.11 630 | 43.62 705 | 0.30 472 | 0.37 557 | 1.61 628 | 2.35 653 | 10.17 672 | 9.99 686 |
|
| AnyNet_C01 |  | 29.76 691 | 25.78 694 | 75.37 727 | 17.03 668 | 11.34 669 | 49.00 700 | 27.12 699 | 37.99 654 | 40.05 631 | 40.73 680 | 65.13 717 | 46.98 690 | 38.86 689 | 46.63 701 | 48.19 713 | 2.14 630 | 2.13 660 | 2.13 636 | 2.56 654 | 8.14 664 | 7.98 674 |
|
| LSM |  | 29.98 692 | 19.52 683 | 55.11 698 | 19.06 676 | 53.75 722 | 32.57 663 | 23.17 688 | 42.61 681 | 48.57 671 | 45.97 693 | 55.04 700 | 42.93 676 | 36.02 679 | 35.63 671 | 27.03 645 | 2.33 634 | 9.19 703 | 4.87 662 | 7.71 688 | 10.65 676 | 27.91 710 |
|
| RTS |  | 30.15 693 | 23.12 691 | 96.33 750 | 16.71 666 | 11.63 672 | 58.66 714 | 24.28 692 | 36.80 644 | 62.63 719 | 43.79 688 | 46.10 669 | 32.56 621 | 43.90 699 | 51.29 709 | 40.92 698 | 2.38 637 | 0.66 610 | 1.06 606 | 0.74 604 | 5.11 642 | 4.34 636 |
|
| RTSA |  | 30.15 693 | 23.12 691 | 96.33 750 | 16.71 666 | 11.63 672 | 58.66 714 | 24.28 692 | 36.80 644 | 62.63 719 | 43.79 688 | 46.10 669 | 32.56 621 | 43.90 699 | 51.29 709 | 40.92 698 | 2.38 637 | 0.66 610 | 1.06 606 | 0.74 604 | 5.11 642 | 4.34 636 |
|
| DispFullNet |  | 30.27 695 | 31.74 700 | 58.63 705 | 30.13 700 | 28.18 706 | 31.79 660 | 8.94 547 | 37.16 649 | 54.68 692 | 32.60 654 | 37.99 621 | 44.62 679 | 28.80 656 | 41.55 696 | 27.93 657 | 11.94 699 | 3.46 681 | 35.53 712 | 12.34 702 | 30.08 709 | 17.26 701 |
|
| coex-ft |  | 30.77 696 | 38.58 708 | 93.29 749 | 9.44 572 | 5.62 566 | 34.95 671 | 25.30 695 | 30.83 567 | 59.36 712 | 73.23 733 | 58.53 704 | 45.92 684 | 47.29 707 | 29.44 648 | 45.30 709 | 1.37 615 | 1.65 651 | 0.95 602 | 0.96 620 | 8.35 666 | 4.96 644 |
|
| MANE |  | 31.97 697 | 10.75 647 | 17.71 591 | 20.94 681 | 13.77 683 | 47.80 698 | 26.85 697 | 53.00 712 | 55.20 699 | 59.29 712 | 64.30 714 | 64.93 717 | 56.31 722 | 51.83 712 | 38.69 692 | 9.61 687 | 4.72 691 | 6.91 675 | 19.93 708 | 9.20 669 | 7.64 672 |
|
| otaku |  | 33.18 698 | 35.99 706 | 52.93 686 | 40.01 706 | 21.41 699 | 55.08 706 | 17.25 660 | 43.30 687 | 61.58 716 | 39.25 676 | 49.16 680 | 46.61 688 | 28.49 655 | 39.77 691 | 28.76 661 | 18.56 703 | 7.00 700 | 31.82 710 | 9.61 696 | 21.53 703 | 15.48 697 |
|
| PVD |  | 33.19 699 | 18.59 679 | 37.64 662 | 26.09 694 | 16.99 693 | 33.25 666 | 42.25 716 | 51.42 708 | 66.03 725 | 52.65 703 | 64.31 715 | 51.93 701 | 55.13 718 | 51.61 711 | 40.40 695 | 4.00 658 | 3.51 682 | 9.53 684 | 4.26 671 | 10.62 675 | 23.56 705 |
|
| ELAS |   | 33.68 700 | 18.95 680 | 36.71 659 | 20.64 678 | 13.61 682 | 56.43 707 | 35.14 711 | 50.03 705 | 49.90 677 | 60.58 715 | 63.83 712 | 58.64 708 | 53.36 714 | 50.73 707 | 44.44 707 | 11.03 694 | 6.58 698 | 10.02 686 | 7.43 682 | 13.58 687 | 11.94 691 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ELAS_RVC |   | 33.79 701 | 19.15 681 | 35.97 658 | 21.28 684 | 13.79 684 | 52.58 703 | 36.11 713 | 48.96 701 | 55.66 700 | 61.47 719 | 62.91 708 | 58.35 707 | 53.55 715 | 53.37 715 | 42.23 704 | 11.25 696 | 6.64 699 | 10.32 687 | 7.05 681 | 13.56 685 | 11.58 690 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| SAMSARA |  | 34.43 702 | 18.53 678 | 31.91 651 | 55.34 716 | 35.34 710 | 75.99 734 | 94.71 753 | 47.97 699 | 50.84 685 | 37.47 673 | 36.99 615 | 53.12 702 | 38.55 688 | 39.56 690 | 38.65 691 | 3.59 653 | 5.40 693 | 2.22 640 | 3.72 665 | 9.43 670 | 9.29 682 |
|
| Ntro |  | 34.97 703 | 37.63 707 | 54.53 694 | 43.26 710 | 22.45 703 | 57.73 712 | 21.97 680 | 47.14 697 | 64.21 722 | 39.12 675 | 48.86 677 | 47.93 692 | 36.94 682 | 40.66 693 | 29.83 664 | 17.16 701 | 6.51 697 | 32.70 711 | 10.17 697 | 24.06 704 | 16.48 699 |
|
| BEATNet-Init1 |  | 35.08 704 | 20.64 686 | 54.70 696 | 27.43 696 | 12.00 677 | 58.29 713 | 31.01 706 | 52.58 711 | 57.49 708 | 60.36 714 | 62.98 709 | 69.98 725 | 55.54 720 | 53.00 714 | 44.40 706 | 4.61 665 | 2.84 673 | 7.05 678 | 6.89 680 | 10.97 677 | 8.94 679 |
|
| ACVNet-4b |  | 36.40 705 | 52.20 714 | 56.11 700 | 42.45 709 | 21.78 700 | 48.56 699 | 14.37 630 | 49.50 703 | 60.15 714 | 43.17 686 | 46.38 671 | 55.62 704 | 24.56 631 | 38.15 685 | 21.97 609 | 25.13 708 | 3.66 685 | 46.93 715 | 33.56 716 | 25.97 705 | 17.74 702 |
|
| MSC_U_SF_DS_RVC |  | 37.16 706 | 34.69 703 | 53.68 692 | 37.47 705 | 12.55 680 | 56.80 710 | 22.63 684 | 52.02 710 | 63.29 721 | 66.20 725 | 63.82 711 | 58.12 705 | 53.73 717 | 51.21 708 | 46.48 710 | 8.79 684 | 5.31 692 | 14.69 692 | 15.22 706 | 17.27 697 | 9.21 681 |
|
| GCST |   | 37.32 707 | 40.98 709 | 25.25 631 | 92.15 746 | 35.59 711 | 25.00 620 | 1.02 131 | 25.45 489 | 19.73 432 | 26.01 606 | 15.21 327 | 19.51 505 | 4.75 255 | 16.71 535 | 4.32 355 | 80.90 745 | 35.46 723 | 87.50 751 | 74.71 736 | 73.21 736 | 42.99 722 |
|
| ACVNet_1 |  | 41.30 708 | 49.46 711 | 64.91 713 | 44.67 711 | 25.07 704 | 49.43 701 | 25.23 694 | 55.33 714 | 65.87 724 | 59.72 713 | 59.33 705 | 63.43 715 | 48.79 711 | 49.63 705 | 37.09 687 | 19.05 704 | 9.82 704 | 38.29 713 | 13.97 705 | 28.67 707 | 18.23 704 |
|
| light-stereo |  | 41.36 709 | 29.75 699 | 55.07 697 | 54.98 715 | 49.52 717 | 36.70 676 | 17.57 662 | 46.92 696 | 51.01 686 | 53.58 704 | 54.47 697 | 62.25 714 | 35.15 677 | 48.78 703 | 33.36 670 | 34.63 711 | 26.20 720 | 20.76 700 | 28.59 712 | 46.39 716 | 41.49 721 |
|
| Consistency-Raft |  | 41.82 710 | 35.10 704 | 44.56 677 | 32.85 701 | 41.39 715 | 46.76 697 | 34.76 710 | 57.01 716 | 54.94 695 | 32.10 650 | 65.22 718 | 30.82 603 | 48.46 710 | 40.81 694 | 48.77 714 | 27.39 709 | 34.28 722 | 42.92 714 | 51.66 726 | 39.28 712 | 27.28 707 |
|
| NVStereoNet_ROB |  | 41.93 711 | 32.40 701 | 44.55 676 | 36.60 704 | 27.78 705 | 34.52 669 | 32.38 707 | 48.84 700 | 57.18 707 | 69.34 728 | 75.62 734 | 66.07 719 | 64.86 726 | 47.34 702 | 60.78 725 | 15.72 700 | 23.99 717 | 23.40 703 | 32.06 715 | 21.34 702 | 23.86 706 |
| 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 |  | 45.10 712 | 33.36 702 | 54.69 695 | 33.57 702 | 31.94 708 | 43.06 694 | 17.79 665 | 49.52 704 | 56.61 705 | 50.97 701 | 64.04 713 | 70.09 726 | 53.57 716 | 49.77 706 | 53.19 719 | 53.87 724 | 14.08 708 | 54.69 721 | 35.89 717 | 41.66 713 | 39.69 717 |
|
| RainbowNet |  | 51.25 713 | 62.74 723 | 64.52 712 | 60.13 717 | 39.00 714 | 58.72 716 | 30.83 705 | 57.31 717 | 79.18 739 | 50.24 698 | 65.35 719 | 60.13 710 | 44.25 701 | 49.47 704 | 41.16 701 | 46.52 720 | 46.06 730 | 52.72 719 | 31.78 714 | 52.33 721 | 32.47 711 |
|
| anonymity |  | 52.32 714 | 58.23 718 | 63.91 709 | 41.12 708 | 59.25 726 | 53.27 704 | 41.04 715 | 55.69 715 | 40.20 632 | 54.85 705 | 49.49 682 | 49.13 695 | 55.48 719 | 59.07 717 | 49.65 717 | 55.86 729 | 50.03 736 | 51.00 717 | 51.08 724 | 51.71 719 | 56.36 725 |
|
| MADNet+ |  | 53.31 715 | 68.61 726 | 98.75 757 | 67.03 721 | 37.58 712 | 79.83 740 | 81.74 742 | 60.38 719 | 61.61 717 | 51.43 702 | 54.92 699 | 61.11 712 | 59.29 724 | 69.66 726 | 76.71 747 | 23.88 706 | 24.03 718 | 17.08 697 | 12.35 703 | 32.47 710 | 27.69 709 |
|
| JetBlue |  | 54.08 716 | 45.10 710 | 74.15 725 | 51.17 713 | 47.68 716 | 75.66 733 | 60.97 727 | 63.63 720 | 62.09 718 | 63.32 723 | 64.88 716 | 78.86 734 | 68.17 727 | 68.15 724 | 75.09 746 | 36.86 712 | 24.88 719 | 29.01 709 | 29.12 713 | 28.71 708 | 34.13 713 |
|
| SGM+DAISY |  | 54.67 717 | 56.61 715 | 62.73 707 | 40.21 707 | 53.22 720 | 61.95 719 | 48.59 720 | 55.05 713 | 44.62 656 | 61.03 718 | 63.68 710 | 60.46 711 | 55.62 721 | 60.68 719 | 55.34 721 | 56.34 732 | 48.56 733 | 50.16 716 | 49.63 723 | 52.25 720 | 56.76 727 |
|
| SPS-STEREO |   | 55.62 718 | 59.14 719 | 64.16 710 | 45.05 712 | 53.84 723 | 59.88 717 | 44.00 718 | 59.53 718 | 49.94 679 | 62.33 721 | 61.09 707 | 59.80 709 | 56.82 723 | 60.06 718 | 57.85 722 | 58.41 733 | 48.34 732 | 51.07 718 | 49.21 722 | 55.41 723 | 56.48 726 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| Selective-IGEV-i16pa |  | 56.08 719 | 59.75 720 | 69.90 720 | 21.43 687 | 14.80 686 | 97.01 753 | 29.83 704 | 86.97 751 | 94.48 755 | 85.76 748 | 93.21 751 | 81.88 739 | 74.46 737 | 96.71 758 | 79.25 750 | 30.92 710 | 13.32 706 | 16.91 696 | 7.73 690 | 15.59 692 | 51.73 723 |
|
| Selective-IGEV-i1pa |  | 56.65 720 | 73.08 731 | 56.50 702 | 29.63 699 | 14.87 687 | 94.58 750 | 46.49 719 | 80.65 748 | 87.08 747 | 88.18 751 | 87.03 748 | 74.01 730 | 68.51 728 | 94.68 756 | 74.38 743 | 45.10 719 | 26.62 721 | 26.16 705 | 13.27 704 | 19.40 700 | 32.71 712 |
|
| ACVNet_2 |  | 57.39 721 | 61.72 722 | 72.56 724 | 66.35 720 | 38.29 713 | 61.93 718 | 48.64 721 | 71.64 737 | 81.91 742 | 79.28 741 | 88.72 750 | 76.25 731 | 72.87 733 | 54.33 716 | 46.74 712 | 37.13 713 | 23.36 716 | 54.52 720 | 37.80 718 | 46.22 715 | 27.59 708 |
|
| IMH-64-1 |  | 59.25 722 | 58.09 716 | 67.69 717 | 66.06 718 | 50.51 718 | 56.45 708 | 49.45 722 | 68.83 728 | 67.75 728 | 67.58 726 | 80.37 738 | 70.15 727 | 74.28 735 | 72.16 731 | 48.94 715 | 42.00 716 | 42.87 727 | 65.57 723 | 47.02 719 | 51.52 717 | 37.76 715 |
|
| IMH-64 |  | 59.25 722 | 58.09 716 | 67.69 717 | 66.06 718 | 50.51 718 | 56.45 708 | 49.45 722 | 68.83 728 | 67.75 728 | 67.58 726 | 80.37 738 | 70.15 727 | 74.28 735 | 72.16 731 | 48.94 715 | 42.00 716 | 42.87 727 | 65.57 723 | 47.02 719 | 51.52 717 | 37.76 715 |
|
| IMH |  | 62.95 724 | 60.33 721 | 67.78 719 | 69.51 722 | 53.65 721 | 65.09 723 | 54.21 724 | 72.00 738 | 73.28 733 | 72.49 731 | 81.93 740 | 72.96 729 | 79.81 740 | 76.65 737 | 51.41 718 | 43.57 718 | 49.82 735 | 67.81 725 | 51.14 725 | 54.83 722 | 40.67 718 |
|
| TorneroNet-64 |  | 65.66 725 | 70.70 728 | 71.20 723 | 76.52 726 | 59.70 728 | 66.78 724 | 58.05 725 | 67.53 726 | 80.00 740 | 62.67 722 | 67.40 724 | 83.09 740 | 69.42 730 | 67.34 721 | 62.05 728 | 48.31 723 | 44.07 729 | 72.93 727 | 63.88 728 | 68.05 727 | 53.58 724 |
|
| PWCK |  | 65.90 726 | 88.63 745 | 79.40 732 | 80.32 734 | 29.96 707 | 63.85 722 | 39.45 714 | 72.07 739 | 71.26 731 | 78.74 740 | 68.99 727 | 77.82 733 | 61.77 725 | 82.81 746 | 62.64 729 | 80.17 744 | 39.88 726 | 81.90 737 | 47.37 721 | 73.54 737 | 37.51 714 |
|
| WAO-6 |  | 70.64 727 | 73.02 730 | 66.25 714 | 79.92 733 | 61.74 730 | 68.74 725 | 59.08 726 | 75.27 742 | 87.02 746 | 74.72 734 | 79.40 737 | 79.19 735 | 84.60 748 | 67.70 723 | 60.53 724 | 67.85 736 | 48.88 734 | 81.48 735 | 73.29 733 | 65.57 725 | 58.60 728 |
|
| TorneroNet |  | 71.21 728 | 73.44 732 | 75.82 728 | 80.82 735 | 65.65 732 | 70.53 727 | 64.39 730 | 71.42 736 | 75.97 735 | 71.47 730 | 73.68 732 | 84.17 743 | 74.00 734 | 69.85 727 | 69.09 732 | 59.37 734 | 48.19 731 | 79.67 731 | 73.51 734 | 74.93 738 | 68.26 737 |
|
| LVE |  | 71.50 729 | 72.46 729 | 83.91 736 | 75.21 725 | 55.29 725 | 74.81 728 | 62.76 729 | 77.22 743 | 83.77 744 | 82.09 743 | 87.11 749 | 83.38 741 | 82.41 745 | 75.93 735 | 64.49 730 | 48.28 722 | 57.24 742 | 74.61 729 | 62.53 727 | 65.49 724 | 61.01 729 |
|
| MFMNet_re |  | 72.05 730 | 79.64 738 | 64.23 711 | 52.73 714 | 84.71 741 | 77.93 736 | 68.35 731 | 63.96 721 | 66.93 726 | 61.00 717 | 71.29 730 | 63.84 716 | 68.91 729 | 72.42 733 | 61.11 726 | 82.03 748 | 74.22 749 | 80.34 734 | 74.44 735 | 83.62 744 | 89.34 750 |
|
| notaker |  | 72.18 731 | 79.78 739 | 78.84 731 | 78.75 730 | 68.52 734 | 63.26 721 | 61.68 728 | 69.22 731 | 75.95 734 | 77.58 738 | 78.85 736 | 79.69 737 | 84.79 749 | 77.39 738 | 58.43 723 | 69.68 739 | 60.79 743 | 77.46 730 | 68.48 730 | 69.62 729 | 64.92 734 |
|
| WAO-7 |  | 72.21 732 | 78.21 734 | 54.04 693 | 79.33 732 | 69.31 736 | 70.20 726 | 72.09 737 | 77.85 746 | 84.90 745 | 77.35 737 | 86.03 744 | 79.37 736 | 79.88 741 | 65.32 720 | 65.33 731 | 62.33 735 | 69.70 747 | 70.51 726 | 73.21 732 | 67.23 726 | 62.02 730 |
|
| ktn |  | 72.58 733 | 80.06 741 | 69.96 721 | 79.14 731 | 69.86 737 | 75.40 732 | 70.43 736 | 69.01 730 | 76.90 736 | 72.88 732 | 77.46 735 | 77.43 732 | 77.41 739 | 72.78 734 | 55.00 720 | 79.09 742 | 65.99 744 | 80.09 733 | 68.29 729 | 71.46 734 | 62.98 731 |
|
| UNDER WATER-64 |  | 73.11 734 | 74.48 733 | 87.70 742 | 74.03 724 | 55.20 724 | 78.24 737 | 75.71 739 | 65.33 722 | 67.91 730 | 75.60 736 | 69.32 728 | 84.41 744 | 76.93 738 | 68.43 725 | 72.45 739 | 81.18 746 | 56.77 741 | 82.46 738 | 80.34 739 | 68.22 728 | 67.48 736 |
|
| LRCNet_RVC |  | 73.59 735 | 69.80 727 | 74.41 726 | 77.63 728 | 60.56 729 | 40.33 690 | 15.08 640 | 71.04 735 | 48.36 669 | 88.07 750 | 94.62 753 | 90.11 751 | 81.83 743 | 80.58 742 | 61.26 727 | 97.12 759 | 72.30 748 | 96.65 758 | 97.58 759 | 77.13 739 | 77.30 741 |
|
| DPSimNet_ROB |  | 74.29 736 | 83.27 743 | 59.30 706 | 77.19 727 | 65.13 731 | 75.14 730 | 74.95 738 | 73.99 741 | 76.94 737 | 81.99 742 | 75.48 733 | 80.18 738 | 71.76 731 | 67.39 722 | 84.00 752 | 81.87 747 | 51.14 737 | 79.99 732 | 76.70 738 | 70.17 730 | 79.21 742 |
|
| noway4 |  | 74.62 737 | 91.86 753 | 85.77 737 | 97.70 750 | 97.19 750 | 94.22 746 | 92.58 749 | 68.60 727 | 46.92 664 | 58.36 707 | 65.60 720 | 66.12 720 | 45.85 704 | 82.06 745 | 72.24 738 | 55.66 728 | 22.34 714 | 83.90 745 | 82.70 743 | 94.62 755 | 88.03 747 |
|
| noway2 |  | 74.71 738 | 90.43 746 | 85.90 739 | 97.74 753 | 97.22 754 | 94.18 744 | 92.52 748 | 66.52 723 | 48.92 673 | 58.77 709 | 65.91 721 | 67.36 723 | 45.41 702 | 83.64 748 | 72.50 740 | 55.41 725 | 22.41 715 | 84.02 746 | 82.92 745 | 94.52 751 | 87.99 744 |
|
| zzzz4 |  | 74.77 739 | 91.56 751 | 86.05 741 | 97.71 751 | 97.21 752 | 94.17 743 | 92.72 751 | 69.35 733 | 46.54 663 | 59.08 711 | 66.81 722 | 67.12 721 | 46.23 706 | 82.00 744 | 72.06 736 | 55.59 726 | 22.27 712 | 83.79 743 | 82.64 742 | 94.55 752 | 88.00 746 |
|
| noway1 |  | 74.77 739 | 91.57 752 | 86.02 740 | 97.71 751 | 97.21 752 | 94.20 745 | 92.74 752 | 69.33 732 | 46.43 662 | 59.06 710 | 67.16 723 | 67.16 722 | 46.18 705 | 81.93 743 | 71.95 735 | 55.60 727 | 22.27 712 | 83.80 744 | 82.63 741 | 94.55 752 | 87.99 744 |
|
| noway3 |  | 74.99 741 | 90.45 747 | 85.80 738 | 97.80 754 | 97.20 751 | 94.24 747 | 92.62 750 | 67.11 725 | 49.01 674 | 58.50 708 | 67.79 725 | 67.58 724 | 47.37 708 | 84.57 749 | 72.20 737 | 55.91 730 | 21.87 711 | 84.27 747 | 82.78 744 | 94.57 754 | 88.19 749 |
|
| UNDER WATER |  | 75.92 742 | 79.25 737 | 87.75 743 | 84.39 736 | 66.43 733 | 77.08 735 | 77.22 740 | 66.90 724 | 72.16 732 | 75.32 735 | 71.56 731 | 85.89 750 | 82.15 744 | 70.11 728 | 74.99 745 | 79.34 743 | 53.61 738 | 86.40 749 | 84.53 748 | 71.29 733 | 72.11 739 |
|
| TCMNet-wrong-test |  | 76.74 743 | 91.47 750 | 89.31 744 | 97.64 749 | 97.35 755 | 94.87 751 | 92.51 747 | 69.78 734 | 65.29 723 | 63.44 724 | 71.10 729 | 65.66 718 | 51.44 713 | 85.29 750 | 74.70 744 | 56.06 731 | 20.22 710 | 83.11 742 | 82.39 740 | 95.02 756 | 88.18 748 |
|
| WAO-8 |  | 76.87 744 | 78.41 735 | 66.45 715 | 86.81 740 | 72.47 738 | 79.27 738 | 68.59 733 | 77.75 744 | 89.01 749 | 83.09 745 | 86.98 745 | 85.87 748 | 84.97 750 | 72.12 729 | 69.11 733 | 74.93 740 | 55.23 739 | 87.79 752 | 83.50 746 | 70.47 731 | 64.56 732 |
|
| Venus |  | 76.87 744 | 78.41 735 | 66.45 715 | 86.81 740 | 72.47 738 | 79.27 738 | 68.59 733 | 77.75 744 | 89.01 749 | 83.09 745 | 86.98 745 | 85.87 748 | 84.97 750 | 72.12 729 | 69.11 733 | 74.93 740 | 55.23 739 | 87.79 752 | 83.50 746 | 70.48 732 | 64.56 732 |
|
| HanzoNet |  | 77.61 746 | 81.11 742 | 82.83 733 | 77.82 729 | 69.15 735 | 75.25 731 | 69.06 735 | 73.49 740 | 77.84 738 | 82.19 744 | 82.80 741 | 85.42 745 | 86.67 752 | 85.99 751 | 73.64 742 | 85.24 752 | 68.38 746 | 81.71 736 | 75.47 737 | 71.98 735 | 66.24 735 |
|
| JetRed |  | 79.55 747 | 79.88 740 | 91.52 747 | 71.05 723 | 75.80 740 | 91.66 742 | 80.11 741 | 79.14 747 | 80.44 741 | 84.35 747 | 84.23 743 | 83.38 741 | 72.48 732 | 79.43 739 | 85.44 753 | 69.33 738 | 81.58 750 | 73.66 728 | 72.56 731 | 82.35 742 | 72.60 740 |
|
| Dean |  | 80.72 748 | 85.82 744 | 83.27 734 | 84.91 739 | 59.53 727 | 75.11 729 | 68.39 732 | 81.59 749 | 88.05 748 | 92.41 752 | 86.98 745 | 92.41 753 | 93.02 754 | 83.11 747 | 73.31 741 | 68.01 737 | 66.13 745 | 94.82 757 | 84.66 749 | 83.28 743 | 69.50 738 |
|
| RSGM-EC |  | 88.03 749 | 67.44 724 | 53.54 689 | 84.82 737 | 87.13 742 | 94.34 748 | 92.20 745 | 94.86 756 | 98.29 756 | 95.56 756 | 98.06 757 | 85.65 746 | 83.07 746 | 79.52 740 | 79.00 748 | 95.80 755 | 97.66 756 | 91.52 754 | 95.19 756 | 95.05 757 | 91.80 755 |
|
| acva |  | 88.03 749 | 67.44 724 | 53.54 689 | 84.82 737 | 87.13 742 | 94.34 748 | 92.20 745 | 94.86 756 | 98.29 756 | 95.56 756 | 98.06 757 | 85.65 746 | 83.07 746 | 79.52 740 | 79.00 748 | 95.80 755 | 97.66 756 | 91.52 754 | 95.19 756 | 95.05 757 | 91.80 755 |
|
| KSHMR |  | 88.54 751 | 93.03 754 | 83.31 735 | 95.54 747 | 91.74 747 | 82.37 741 | 83.41 743 | 84.43 750 | 81.99 743 | 87.89 749 | 84.05 742 | 91.94 752 | 81.33 742 | 76.34 736 | 81.76 751 | 96.44 758 | 96.14 755 | 96.69 759 | 97.12 758 | 92.52 750 | 92.67 757 |
|
| tt |  | 89.96 752 | 1.02 137 | 100.00 765 | 99.40 761 | 100.00 766 | 100.00 762 | 100.00 763 | 100.00 765 | 100.00 763 | 78.36 739 | 67.94 726 | 99.99 768 | 100.00 763 | 100.00 766 | 100.00 766 | 95.81 757 | 99.93 762 | 87.43 750 | 86.39 750 | 95.11 759 | 87.89 743 |
|
| xxxxx1 |  | 91.92 753 | 95.33 756 | 98.45 754 | 87.29 742 | 89.24 744 | 98.50 755 | 98.17 758 | 92.95 752 | 93.21 752 | 93.55 753 | 95.36 754 | 96.99 755 | 96.28 755 | 94.65 753 | 94.94 754 | 83.26 749 | 84.17 751 | 82.90 739 | 88.32 752 | 85.49 746 | 89.37 751 |
|
| tt_ll |  | 91.92 753 | 95.33 756 | 98.45 754 | 87.29 742 | 89.24 744 | 98.50 755 | 98.17 758 | 92.95 752 | 93.21 752 | 93.55 753 | 95.36 754 | 96.99 755 | 96.28 755 | 94.65 753 | 94.94 754 | 83.26 749 | 84.17 751 | 82.90 739 | 88.32 752 | 85.49 746 | 89.37 751 |
|
| ff |  | 91.92 753 | 95.33 756 | 98.45 754 | 87.29 742 | 89.24 744 | 98.50 755 | 98.17 758 | 92.95 752 | 93.21 752 | 93.55 753 | 95.36 754 | 96.99 755 | 96.28 755 | 94.65 753 | 94.94 754 | 83.26 749 | 84.17 751 | 82.90 739 | 88.32 752 | 85.49 746 | 89.37 751 |
|
| USTest |  | 93.52 756 | 90.92 749 | 77.74 730 | 87.90 745 | 92.63 748 | 100.00 762 | 100.00 763 | 99.79 762 | 99.80 760 | 99.21 761 | 99.52 760 | 98.03 758 | 99.15 760 | 89.52 752 | 99.31 761 | 90.37 753 | 98.47 758 | 84.34 748 | 87.43 751 | 84.58 745 | 91.71 754 |
|
| MADNet++ |  | 94.16 757 | 94.02 755 | 90.25 745 | 96.28 748 | 96.84 749 | 97.17 754 | 90.16 744 | 94.71 755 | 91.69 751 | 97.07 758 | 93.71 752 | 94.62 754 | 92.63 753 | 96.15 757 | 95.18 757 | 95.42 754 | 95.89 754 | 92.80 756 | 92.23 755 | 92.10 749 | 94.30 759 |
|
| PML |  | 99.19 758 | 100.00 767 | 98.08 753 | 99.28 758 | 99.53 761 | 100.00 762 | 99.73 761 | 98.24 758 | 99.44 759 | 100.00 765 | 99.57 761 | 98.76 760 | 99.84 761 | 100.00 766 | 98.88 760 | 100.00 764 | 99.54 759 | 100.00 763 | 99.50 761 | 99.90 764 | 93.55 758 |
|
| MEDIAN_ROB |  | 99.19 758 | 99.84 762 | 99.62 759 | 98.49 755 | 98.51 760 | 98.58 758 | 97.81 757 | 98.80 760 | 98.56 758 | 99.36 762 | 99.49 759 | 99.56 763 | 99.06 759 | 98.35 759 | 98.31 759 | 99.99 763 | 99.63 760 | 100.00 763 | 100.00 764 | 99.81 763 | 99.95 765 |
|
| HaxPig |  | 99.40 760 | 99.99 764 | 97.38 752 | 100.00 765 | 100.00 766 | 96.91 752 | 97.35 755 | 99.59 761 | 99.99 762 | 100.00 765 | 100.00 763 | 99.99 768 | 99.99 762 | 99.04 760 | 97.77 758 | 100.00 764 | 100.00 764 | 100.00 763 | 100.00 764 | 100.00 767 | 99.99 766 |
|
| zzzzzz3 |  | 99.49 761 | 97.94 760 | 99.82 760 | 99.33 759 | 98.16 759 | 100.00 762 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 765 | 100.00 763 | 99.45 761 | 100.00 763 | 100.00 766 | 100.00 766 | 98.12 760 | 100.00 764 | 100.00 763 | 100.00 764 | 98.05 760 | 98.96 760 |
|
| zzz1 |  | 99.50 762 | 97.89 759 | 99.99 763 | 99.33 759 | 98.15 758 | 100.00 762 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 765 | 100.00 763 | 99.45 761 | 100.00 763 | 100.00 766 | 100.00 766 | 98.12 760 | 100.00 764 | 100.00 763 | 100.00 764 | 98.05 760 | 98.97 761 |
|
| Anonymous_1 |  | 99.65 763 | 99.95 763 | 99.93 762 | 99.80 762 | 99.60 762 | 100.00 762 | 100.00 763 | 99.82 764 | 99.98 761 | 99.62 763 | 99.94 762 | 99.75 765 | 100.00 763 | 99.66 761 | 99.88 762 | 98.45 762 | 99.84 761 | 98.73 760 | 99.26 760 | 99.41 762 | 99.36 762 |
|
| test_example2 |  | 99.68 764 | 99.99 764 | 99.99 763 | 100.00 765 | 99.99 765 | 99.86 761 | 99.99 762 | 98.29 759 | 100.00 763 | 100.00 765 | 100.00 763 | 98.15 759 | 98.39 758 | 99.98 763 | 99.98 763 | 100.00 764 | 99.99 763 | 99.40 761 | 99.53 762 | 100.00 767 | 100.00 767 |
|
| AVERAGE_ROB |  | 99.80 765 | 99.99 764 | 99.40 758 | 100.00 765 | 100.00 766 | 98.99 759 | 97.72 756 | 100.00 765 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 770 | 100.00 763 | 100.00 766 | 100.00 766 | 100.00 764 | 100.00 764 | 100.00 763 | 100.00 764 | 100.00 767 | 100.00 767 |
|
| DPSMNet_ROB |  | 99.95 766 | 100.00 767 | 100.00 765 | 100.00 765 | 100.00 766 | 100.00 762 | 100.00 763 | 100.00 765 | 100.00 763 | 99.15 760 | 100.00 763 | 99.96 766 | 100.00 763 | 99.99 764 | 99.99 764 | 100.00 764 | 100.00 764 | 100.00 763 | 100.00 764 | 100.00 767 | 100.00 767 |
|
| DGTPSM_ROB |  | 99.95 766 | 100.00 767 | 100.00 765 | 100.00 765 | 100.00 766 | 100.00 762 | 100.00 763 | 100.00 765 | 100.00 763 | 99.14 759 | 100.00 763 | 99.96 766 | 100.00 763 | 99.99 764 | 99.99 764 | 100.00 764 | 100.00 764 | 100.00 763 | 100.00 764 | 100.00 767 | 100.00 767 |
|
| iinet-test |  | 99.97 768 | 100.00 767 | 100.00 765 | 99.84 763 | 99.86 763 | 100.00 762 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 770 | 100.00 763 | 100.00 766 | 100.00 766 | 100.00 764 | 100.00 764 | 100.00 763 | 100.00 764 | 99.93 765 | 99.85 764 |
|
| IINet |  | 99.97 768 | 100.00 767 | 100.00 765 | 99.84 763 | 99.87 764 | 100.00 762 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 770 | 100.00 763 | 100.00 766 | 100.00 766 | 100.00 764 | 100.00 764 | 100.00 763 | 100.00 764 | 99.93 765 | 99.84 763 |
|
| zzzz2 |  | 100.00 770 | 100.00 767 | 100.00 765 | 100.00 765 | 100.00 766 | 100.00 762 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 770 | 100.00 763 | 100.00 766 | 100.00 766 | 100.00 764 | 100.00 764 | 100.00 763 | 100.00 764 | 100.00 767 | 100.00 767 |
|
| noway5 |  | 100.00 770 | 100.00 767 | 100.00 765 | 100.00 765 | 100.00 766 | 100.00 762 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 770 | 100.00 763 | 100.00 766 | 100.00 766 | 100.00 764 | 100.00 764 | 100.00 763 | 100.00 764 | 100.00 767 | 100.00 767 |
|
| fast-reg |  | 100.00 770 | 100.00 767 | 100.00 765 | 100.00 765 | 100.00 766 | 100.00 762 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 770 | 100.00 763 | 100.00 766 | 100.00 766 | 100.00 764 | 100.00 764 | 100.00 763 | 100.00 764 | 100.00 767 | 100.00 767 |
|
| Hybrid-DGEV |  | 100.00 770 | 100.00 767 | 100.00 765 | 100.00 765 | 100.00 766 | 100.00 762 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 770 | 100.00 763 | 100.00 766 | 100.00 766 | 100.00 764 | 100.00 764 | 100.00 763 | 100.00 764 | 100.00 767 | 100.00 767 |
|
| RAFT-FEzeroshot |  | 100.00 770 | 100.00 767 | 100.00 765 | 100.00 765 | 100.00 766 | 100.00 762 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 770 | 100.00 763 | 100.00 766 | 100.00 766 | 100.00 764 | 100.00 764 | 100.00 763 | 100.00 764 | 100.00 767 | 100.00 767 |
|
| RAFT-FE |  | 100.00 770 | 100.00 767 | 100.00 765 | 100.00 765 | 100.00 766 | 100.00 762 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 770 | 100.00 763 | 100.00 766 | 100.00 766 | 100.00 764 | 100.00 764 | 100.00 763 | 100.00 764 | 100.00 767 | 100.00 767 |
|
| FlowAnything |  | 100.00 770 | 100.00 767 | 100.00 765 | 100.00 765 | 100.00 766 | 100.00 762 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 770 | 100.00 763 | 100.00 766 | 100.00 766 | 100.00 764 | 100.00 764 | 100.00 763 | 100.00 764 | 100.00 767 | 100.00 767 |
|
| Selective-RAFT-Error |  | 100.00 770 | 100.00 767 | 100.00 765 | 100.00 765 | 100.00 766 | 100.00 762 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 770 | 100.00 763 | 100.00 766 | 100.00 766 | 100.00 764 | 100.00 764 | 100.00 763 | 100.00 764 | 100.00 767 | 100.00 767 |
|
| CasAABBNet |  | 100.00 770 | 100.00 767 | 100.00 765 | 100.00 765 | 100.00 766 | 100.00 762 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 770 | 100.00 763 | 100.00 766 | 100.00 766 | 100.00 764 | 100.00 764 | 100.00 763 | 100.00 764 | 100.00 767 | 100.00 767 |
|
| LSM0 |  | 100.00 770 | 100.00 767 | 100.00 765 | 100.00 765 | 100.00 766 | 100.00 762 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 770 | 100.00 763 | 100.00 766 | 100.00 766 | 100.00 764 | 100.00 764 | 100.00 763 | 100.00 764 | 100.00 767 | 100.00 767 |
|
| DPSM_ROB |  | 100.00 770 | 100.00 767 | 100.00 765 | 100.00 765 | 100.00 766 | 100.00 762 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 770 | 100.00 763 | 100.00 766 | 100.00 766 | 100.00 764 | 100.00 764 | 100.00 763 | 100.00 764 | 100.00 767 | 100.00 767 |
|
| DPSM |  | 100.00 770 | 100.00 767 | 100.00 765 | 100.00 765 | 100.00 766 | 100.00 762 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 765 | 100.00 763 | 100.00 770 | 100.00 763 | 100.00 766 | 100.00 766 | 100.00 764 | 100.00 764 | 100.00 763 | 100.00 764 | 100.00 767 | 100.00 767 |
|
| GS-Stereo |  | | | | | | | 1.50 178 | 8.60 168 | 4.56 150 | 2.71 135 | 2.61 75 | 1.86 104 | 2.25 124 | 3.50 43 | 1.15 120 | 0.00 1 | 0.07 284 | 0.00 1 | 0.39 560 | 0.22 263 | 0.15 265 |
|
| FSD |  | | | | | 5.31 552 | 8.20 369 | 12.18 611 | 12.39 253 | 7.98 252 | 7.94 267 | 7.35 215 | 9.35 318 | 7.17 363 | 10.94 311 | 8.86 487 | 5.58 669 | 2.77 671 | 5.46 664 | 4.09 669 | 5.17 645 | |
|
| ccccc |  | | 98.19 761 | | 100.00 765 | 100.00 766 | 99.32 760 | | 99.79 762 | | 99.63 764 | | 99.69 764 | | 99.95 762 | | 100.00 764 | 100.00 764 | 99.97 762 | 99.90 763 | 100.00 767 | |
|
| ASD4 |  | | 90.49 748 | | | | | | | | | | | | | | | | | | | |
|