| WAFT-Stereo (ZS) |  | 0.89 1 | 0.68 34 | 2.58 7 | 1.08 1 | 0.31 24 | 1.44 16 | 0.13 40 | 3.02 10 | 1.19 9 | 1.69 77 | 1.00 39 | 0.16 1 | 0.20 5 | 3.69 58 | 0.60 26 | 0.01 152 | 0.01 51 | 0.01 269 | 0.05 341 | 0.02 11 | 0.01 9 |
|
| S2M2_XL |  | 0.93 2 | 0.78 62 | 3.42 54 | 1.97 15 | 0.27 16 | 0.44 1 | 0.01 1 | 1.71 1 | 0.99 6 | 1.17 31 | 2.70 85 | 1.74 96 | 1.21 76 | 1.17 1 | 1.00 105 | 0.00 1 | 0.01 51 | 0.01 269 | 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 29 | 0.25 8 | 1.14 6 | 0.09 26 | 4.93 33 | 0.89 1 | 0.74 5 | 0.08 2 | 2.33 137 | 1.03 68 | 1.87 3 | 0.49 12 | 0.01 152 | 0.05 219 | 0.00 1 | 0.00 1 | 0.03 52 | 0.03 60 |
|
| Foundation-i32 |  | 0.97 4 | 0.54 3 | 2.57 6 | 2.24 39 | 0.21 7 | 1.31 11 | 0.09 26 | 4.21 16 | 0.95 5 | 1.20 35 | 0.42 17 | 2.79 157 | 0.29 12 | 1.78 2 | 0.54 14 | 0.02 239 | 0.08 326 | 0.03 322 | 0.00 1 | 0.03 52 | 0.03 60 |
|
| VeloStereo |  | 0.98 5 | 0.69 37 | 3.01 26 | 2.02 21 | 0.36 49 | 1.52 19 | 0.04 15 | 2.25 5 | 1.26 14 | 0.80 6 | 0.46 21 | 2.04 122 | 0.99 65 | 3.52 50 | 0.57 19 | 0.00 1 | 0.03 155 | 0.00 1 | 0.01 214 | 0.03 52 | 0.04 93 |
|
| BLMT-Stereo |  | 0.99 6 | 0.51 2 | 3.10 35 | 2.65 92 | 0.36 49 | 0.56 2 | 0.27 66 | 1.94 2 | 1.86 45 | 1.00 20 | 2.57 79 | 1.18 65 | 0.15 1 | 1.90 4 | 1.49 152 | 0.14 398 | 0.01 51 | 0.00 1 | 0.02 259 | 0.03 52 | 0.03 60 |
|
| PSi22b |  | 1.02 7 | 0.57 7 | 2.28 2 | 2.14 30 | 0.25 8 | 1.23 8 | 0.13 40 | 5.00 34 | 0.90 2 | 0.64 2 | 0.09 4 | 3.29 166 | 0.60 37 | 2.65 22 | 0.46 8 | 0.03 280 | 0.11 389 | 0.00 1 | 0.00 1 | 0.03 52 | 0.03 60 |
|
| DepthFocus |  | 1.04 8 | 0.68 34 | 3.33 48 | 1.97 15 | 0.42 68 | 1.27 10 | 0.87 125 | 2.04 3 | 1.22 10 | 0.66 4 | 1.71 62 | 1.75 98 | 0.90 59 | 3.46 45 | 0.44 5 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.01 1 | 0.04 93 |
|
| PipStereo |  | 1.06 9 | 0.57 7 | 2.29 3 | 2.16 31 | 0.26 10 | 1.22 7 | 0.10 32 | 5.28 41 | 0.91 3 | 0.64 2 | 0.09 4 | 3.41 168 | 0.88 57 | 2.66 23 | 0.46 8 | 0.02 239 | 0.10 367 | 0.00 1 | 0.00 1 | 0.03 52 | 0.04 93 |
|
| flow |  | 1.07 10 | 0.69 37 | 3.01 26 | 2.02 21 | 0.36 49 | 1.52 19 | 0.04 15 | 2.25 5 | 1.26 14 | 0.80 6 | 0.46 21 | 2.04 122 | 0.99 65 | 5.35 104 | 0.57 19 | 0.00 1 | 0.03 155 | 0.00 1 | 0.01 214 | 0.03 52 | 0.04 93 |
|
| mm1 |  | 1.12 11 | 0.62 17 | 2.88 15 | 1.99 18 | 0.33 40 | 1.31 11 | 0.01 1 | 4.21 16 | 2.56 69 | 1.17 31 | 0.47 23 | 2.11 127 | 0.28 9 | 3.83 62 | 0.54 14 | 0.01 152 | 0.02 114 | 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 81 | 4.45 19 | 0.93 4 | 1.64 74 | 0.22 10 | 0.47 32 | 1.78 109 | 4.39 80 | 0.36 2 | 0.00 1 | 0.03 155 | 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 39 | 0.31 24 | 1.89 26 | 0.06 20 | 3.15 12 | 1.02 7 | 1.64 74 | 0.20 9 | 1.79 104 | 1.58 95 | 5.41 105 | 0.42 4 | 0.04 301 | 0.03 155 | 0.00 1 | 0.00 1 | 0.01 1 | 0.00 1 |
|
| mm2 |  | 1.15 13 | 0.62 17 | 2.88 15 | 1.99 18 | 0.33 40 | 1.31 11 | 0.01 1 | 4.81 26 | 2.56 69 | 1.17 31 | 0.47 23 | 2.11 127 | 0.28 9 | 3.83 62 | 0.54 14 | 0.01 152 | 0.02 114 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| DF_test |  | 1.16 15 | 0.75 51 | 2.75 11 | 2.67 97 | 1.02 191 | 1.32 14 | 0.02 10 | 2.28 7 | 2.21 55 | 0.82 8 | 0.99 38 | 1.98 115 | 0.78 48 | 3.72 60 | 0.39 3 | 0.08 364 | 0.04 180 | 0.00 1 | 0.00 1 | 1.25 560 | 0.14 250 |
|
| LACA2 |  | 1.22 16 | 1.14 183 | 4.34 125 | 1.32 4 | 0.20 5 | 3.03 66 | 0.14 46 | 5.79 62 | 1.12 8 | 1.06 25 | 0.67 31 | 0.56 37 | 0.80 52 | 3.67 57 | 0.44 5 | 0.00 1 | 0.03 155 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 9 |
|
| derf |  | 1.23 17 | 0.58 10 | 3.00 24 | 2.94 128 | 0.35 44 | 1.60 21 | 0.09 26 | 4.56 21 | 3.52 131 | 1.15 30 | 0.33 12 | 1.14 64 | 0.25 6 | 4.24 75 | 0.48 10 | 0.01 152 | 0.07 288 | 0.00 1 | 0.25 507 | 0.02 11 | 0.02 22 |
|
| LGCAT |  | 1.26 18 | 0.62 17 | 2.91 20 | 2.64 91 | 0.31 24 | 1.47 17 | 0.01 1 | 2.88 9 | 1.65 33 | 1.31 44 | 0.45 19 | 1.79 104 | 1.38 87 | 5.91 119 | 0.85 72 | 0.10 377 | 0.42 575 | 0.00 1 | 0.00 1 | 0.01 1 | 0.44 441 |
|
| FoundationStereo |  | 1.26 18 | 0.73 43 | 2.84 14 | 2.65 92 | 0.58 105 | 2.31 37 | 0.61 97 | 3.40 14 | 1.57 26 | 1.89 94 | 0.09 4 | 2.61 147 | 2.90 161 | 2.37 17 | 0.60 26 | 0.04 301 | 0.04 180 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 60 |
|
| MonSter++ |  | 1.28 20 | 0.63 22 | 2.88 15 | 2.00 20 | 0.32 29 | 2.14 33 | 0.01 1 | 4.86 31 | 2.56 69 | 1.63 72 | 0.45 19 | 2.17 131 | 1.25 78 | 3.81 61 | 0.84 70 | 0.01 152 | 0.02 114 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 22 |
|
| GeoVLM |  | 1.29 21 | 0.62 17 | 2.88 15 | 2.04 23 | 0.32 29 | 2.13 31 | 0.01 1 | 4.81 26 | 2.57 74 | 1.67 76 | 0.50 27 | 2.09 126 | 1.29 80 | 3.91 65 | 0.85 72 | 0.01 152 | 0.02 114 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| small-0shot |  | 1.30 22 | 0.80 71 | 3.44 57 | 1.62 7 | 0.88 174 | 1.41 15 | 1.95 291 | 3.34 13 | 1.24 12 | 1.25 39 | 4.13 123 | 1.63 89 | 0.34 13 | 3.17 41 | 0.76 52 | 0.02 239 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| LiteMatch* |   | 1.32 23 | 0.85 95 | 4.93 160 | 2.28 49 | 0.28 18 | 2.07 30 | 0.03 13 | 4.90 32 | 2.57 74 | 1.39 58 | 0.67 31 | 1.58 87 | 0.52 31 | 3.52 50 | 0.69 42 | 0.01 152 | 0.01 51 | 0.00 1 | 0.00 1 | 0.04 83 | 0.06 141 |
|
| HiDET |  | 1.32 23 | 0.56 6 | 3.12 38 | 2.54 79 | 0.43 75 | 1.92 27 | 0.02 10 | 5.70 54 | 2.72 86 | 1.35 46 | 0.52 28 | 1.27 70 | 0.97 62 | 4.05 68 | 1.19 129 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 22 |
|
| testmc14 |  | 1.36 25 | 0.57 7 | 3.06 31 | 2.59 87 | 0.35 44 | 3.43 90 | 0.73 109 | 3.49 15 | 1.80 42 | 1.39 58 | 2.52 76 | 2.65 151 | 1.41 89 | 2.18 10 | 0.93 87 | 0.00 1 | 0.02 114 | 0.00 1 | 0.02 259 | 0.03 52 | 0.10 193 |
|
| qqai |  | 1.38 26 | 0.60 15 | 3.39 53 | 2.92 125 | 0.35 44 | 1.60 21 | 0.11 37 | 5.17 35 | 3.33 125 | 1.10 26 | 0.34 13 | 3.06 162 | 0.27 7 | 4.38 79 | 0.57 19 | 0.02 239 | 0.06 258 | 0.00 1 | 0.28 523 | 0.02 11 | 0.03 60 |
|
| LACA3 |  | 1.38 26 | 0.90 117 | 2.71 10 | 1.21 2 | 0.85 169 | 2.34 40 | 1.64 216 | 4.58 22 | 1.22 10 | 1.13 28 | 0.63 30 | 0.64 44 | 0.61 39 | 8.78 225 | 0.31 1 | 0.01 152 | 0.01 51 | 0.00 1 | 0.00 1 | 0.03 52 | 0.00 1 |
|
| PointNet |  | 1.43 28 | 0.63 22 | 3.11 36 | 2.08 26 | 0.29 22 | 2.64 49 | 0.19 58 | 5.26 37 | 3.30 124 | 1.94 95 | 0.68 33 | 2.46 141 | 0.28 9 | 4.68 91 | 0.83 62 | 0.01 152 | 0.09 345 | 0.00 1 | 0.02 259 | 0.02 11 | 0.03 60 |
|
| BridgeDepth_RVC |   | 1.46 29 | 0.72 41 | 2.76 12 | 1.47 6 | 0.75 154 | 4.05 120 | 0.01 1 | 5.97 70 | 1.58 30 | 1.29 42 | 1.19 48 | 1.02 57 | 2.98 164 | 3.52 50 | 0.87 78 | 0.79 580 | 0.08 326 | 0.12 451 | 0.05 341 | 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 75 | 0.79 159 | 3.11 72 | 0.16 52 | 6.26 87 | 1.80 42 | 0.84 9 | 0.10 8 | 1.51 82 | 0.65 44 | 7.44 168 | 0.53 13 | 0.02 239 | 0.09 345 | 0.00 1 | 0.03 288 | 0.03 52 | 0.02 22 |
|
| LGtest1 |  | 1.48 30 | 0.75 51 | 4.03 103 | 2.33 58 | 0.65 124 | 3.02 65 | 0.11 37 | 6.12 82 | 1.51 22 | 1.41 60 | 1.48 55 | 0.65 45 | 0.93 61 | 5.60 108 | 0.81 58 | 0.03 280 | 0.12 402 | 0.00 1 | 0.00 1 | 0.10 185 | 0.04 93 |
|
| depth_test_26 |  | 1.49 32 | 0.71 40 | 3.27 43 | 2.28 49 | 0.49 86 | 1.24 9 | 0.09 26 | 3.12 11 | 2.29 57 | 0.41 1 | 7.44 225 | 2.01 119 | 1.14 73 | 4.48 87 | 0.61 30 | 0.01 152 | 0.05 219 | 0.00 1 | 0.03 288 | 0.03 52 | 0.12 222 |
|
| MSE-Stereo |  | 1.49 32 | 0.75 51 | 3.35 49 | 2.32 55 | 1.32 240 | 3.23 79 | 0.68 101 | 5.27 38 | 2.97 105 | 1.47 63 | 0.87 35 | 1.67 91 | 0.35 14 | 4.46 84 | 0.75 49 | 0.03 280 | 0.15 442 | 0.00 1 | 0.00 1 | 0.06 107 | 0.04 93 |
|
| CSFM-Stereo |  | 1.49 32 | 0.59 12 | 3.11 36 | 2.47 70 | 0.31 24 | 3.07 68 | 0.15 50 | 6.28 93 | 2.36 63 | 2.48 129 | 1.08 44 | 1.50 81 | 1.10 71 | 4.29 78 | 0.89 80 | 0.02 239 | 0.02 114 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 60 |
|
| MLG-Stereo_test1 |  | 1.51 35 | 0.65 31 | 3.00 24 | 2.47 70 | 2.46 366 | 2.84 59 | 0.16 52 | 5.64 52 | 1.77 39 | 0.98 18 | 0.09 4 | 1.53 83 | 0.52 31 | 7.44 168 | 0.56 17 | 0.02 239 | 0.09 345 | 0.00 1 | 0.03 288 | 0.03 52 | 0.02 22 |
|
| MGA |  | 1.52 36 | 0.75 51 | 3.13 39 | 2.32 55 | 1.59 275 | 3.94 112 | 0.86 123 | 4.84 28 | 2.96 104 | 1.47 63 | 1.42 54 | 1.41 77 | 0.19 4 | 4.46 84 | 0.75 49 | 0.03 280 | 0.15 442 | 0.00 1 | 0.00 1 | 0.06 107 | 0.04 93 |
|
| 252Zero-FE |  | 1.52 36 | 0.84 87 | 3.49 63 | 2.85 114 | 0.54 98 | 1.97 29 | 0.08 23 | 6.14 83 | 4.11 144 | 1.76 86 | 3.45 103 | 0.16 1 | 0.27 7 | 3.61 55 | 0.82 60 | 0.01 152 | 0.10 367 | 0.08 403 | 0.04 312 | 0.04 83 | 0.03 60 |
|
| MLG-Stereo_test2 |  | 1.52 36 | 0.64 25 | 2.81 13 | 2.52 75 | 1.79 304 | 2.76 56 | 0.16 52 | 4.70 24 | 1.80 42 | 1.75 84 | 0.08 2 | 3.21 165 | 0.17 3 | 7.28 160 | 0.64 31 | 0.02 239 | 0.11 389 | 0.00 1 | 0.00 1 | 0.04 83 | 0.03 60 |
|
| 416test |  | 1.53 39 | 0.95 124 | 4.57 136 | 2.87 116 | 3.55 439 | 3.71 104 | 0.04 15 | 5.29 42 | 2.63 80 | 0.97 17 | 0.49 26 | 0.29 15 | 1.86 117 | 2.42 18 | 0.77 54 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.08 149 | 0.03 60 |
|
| CAR |  | 1.55 40 | 0.76 57 | 3.35 49 | 2.32 55 | 1.32 240 | 3.23 79 | 0.68 101 | 5.27 38 | 2.97 105 | 2.35 122 | 0.87 35 | 1.67 91 | 0.35 14 | 4.80 93 | 0.84 70 | 0.03 280 | 0.16 453 | 0.00 1 | 0.00 1 | 0.06 107 | 0.04 93 |
|
| MLG-Stereo_test3 |  | 1.57 41 | 0.69 37 | 3.82 88 | 2.19 35 | 1.34 249 | 3.92 111 | 0.25 63 | 5.89 68 | 1.27 16 | 0.91 15 | 1.07 43 | 1.99 118 | 0.64 43 | 6.09 123 | 1.10 115 | 0.03 280 | 0.09 345 | 0.00 1 | 0.00 1 | 0.05 100 | 0.04 93 |
|
| dual_stereo |  | 1.57 41 | 0.64 25 | 2.56 5 | 2.33 58 | 0.47 79 | 2.62 47 | 0.08 23 | 4.85 29 | 1.95 48 | 1.01 22 | 0.69 34 | 1.90 113 | 0.61 39 | 10.34 286 | 0.96 93 | 0.01 152 | 0.20 483 | 0.00 1 | 0.18 456 | 0.01 1 | 0.03 60 |
|
| test410 |  | 1.58 43 | 0.84 87 | 5.01 169 | 1.88 11 | 2.08 337 | 4.75 182 | 0.10 32 | 5.86 64 | 2.44 65 | 0.99 19 | 1.04 42 | 0.91 55 | 1.08 70 | 3.17 41 | 1.27 135 | 0.00 1 | 0.07 288 | 0.00 1 | 0.00 1 | 0.03 52 | 0.02 22 |
|
| Pro-Stereo |  | 1.58 43 | 0.49 1 | 3.02 29 | 2.86 115 | 0.49 86 | 5.49 243 | 0.77 115 | 2.05 4 | 1.90 47 | 1.48 65 | 1.19 48 | 1.46 78 | 0.15 1 | 8.09 195 | 1.54 157 | 0.16 410 | 0.03 155 | 0.00 1 | 0.30 535 | 0.04 83 | 0.02 22 |
|
| test410_97500 |  | 1.59 45 | 0.81 72 | 4.83 153 | 1.96 14 | 1.52 267 | 4.75 182 | 0.10 32 | 5.87 65 | 2.45 66 | 0.90 12 | 1.32 51 | 1.03 60 | 1.33 82 | 3.51 49 | 1.22 133 | 0.00 1 | 0.06 258 | 0.00 1 | 0.00 1 | 0.03 52 | 0.02 22 |
|
| BridgeDepth |   | 1.59 45 | 0.74 46 | 2.65 9 | 1.86 9 | 0.15 3 | 6.66 334 | 0.05 18 | 5.75 56 | 2.52 67 | 1.38 57 | 0.38 14 | 1.98 115 | 2.79 158 | 4.44 83 | 0.44 5 | 0.00 1 | 0.02 114 | 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 45 | 0.87 101 | 4.31 122 | 2.54 79 | 0.69 132 | 2.76 56 | 0.44 79 | 6.85 112 | 1.57 26 | 1.59 69 | 0.39 16 | 0.39 29 | 0.52 31 | 7.85 185 | 0.82 60 | 0.04 301 | 0.12 402 | 0.00 1 | 0.00 1 | 0.03 52 | 0.02 22 |
|
| LG-Stereo_L1 |  | 1.59 45 | 0.89 108 | 4.07 109 | 2.55 81 | 0.95 188 | 2.93 61 | 0.50 85 | 6.75 107 | 1.54 23 | 1.32 45 | 0.24 11 | 0.50 34 | 0.59 36 | 7.91 186 | 0.85 72 | 0.04 301 | 0.12 402 | 0.01 269 | 0.00 1 | 0.03 52 | 0.02 22 |
|
| 416test1013 |  | 1.60 49 | 0.97 132 | 4.71 146 | 2.88 118 | 3.51 436 | 4.22 129 | 0.05 18 | 5.31 44 | 2.64 82 | 0.90 12 | 0.43 18 | 0.29 15 | 2.09 124 | 3.02 33 | 0.76 52 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.10 185 | 0.03 60 |
|
| Test_v1 |  | 1.60 49 | 0.76 57 | 3.26 42 | 2.18 33 | 1.25 228 | 2.17 34 | 0.16 52 | 7.01 115 | 3.12 112 | 1.44 61 | 2.91 88 | 1.49 80 | 1.02 67 | 4.48 87 | 0.68 38 | 0.01 152 | 0.04 180 | 0.00 1 | 0.00 1 | 0.03 52 | 0.04 93 |
|
| Wavelet-MonSter |  | 1.61 51 | 0.84 87 | 4.03 103 | 2.47 70 | 2.55 372 | 2.93 61 | 0.03 13 | 4.71 25 | 1.40 19 | 1.96 96 | 4.34 131 | 0.34 26 | 0.83 56 | 4.87 96 | 0.90 81 | 0.00 1 | 0.03 155 | 0.02 302 | 0.00 1 | 0.02 11 | 0.03 60 |
|
| over-8 |  | 1.69 52 | 1.25 224 | 3.48 62 | 3.07 143 | 0.32 29 | 4.01 116 | 0.01 1 | 5.22 36 | 1.74 37 | 1.21 36 | 1.34 52 | 1.34 74 | 2.51 148 | 7.71 177 | 0.57 19 | 0.01 152 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 52 | 0.00 1 |
|
| over-9 |  | 1.69 52 | 1.39 275 | 3.63 69 | 2.94 128 | 0.33 40 | 3.77 106 | 0.02 10 | 5.32 45 | 1.78 40 | 1.29 42 | 0.98 37 | 1.27 70 | 2.62 150 | 7.78 182 | 0.66 35 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.04 83 | 0.00 1 |
|
| anonymous |  | 1.69 52 | 1.18 198 | 3.53 64 | 2.59 87 | 0.64 119 | 0.79 3 | 1.14 147 | 2.34 8 | 2.34 62 | 3.20 163 | 6.92 215 | 2.58 146 | 0.61 39 | 4.97 99 | 0.88 79 | 0.02 239 | 0.01 51 | 0.00 1 | 0.00 1 | 0.03 52 | 0.06 141 |
|
| MatchStereo |   | 1.70 55 | 0.88 103 | 3.85 89 | 2.11 28 | 0.14 1 | 2.35 41 | 0.33 71 | 5.87 65 | 4.80 164 | 0.90 12 | 4.35 133 | 0.81 52 | 1.32 81 | 4.93 97 | 1.30 137 | 0.01 152 | 0.05 219 | 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 55 | 0.59 12 | 2.97 23 | 1.86 9 | 0.58 105 | 1.95 28 | 0.09 26 | 6.27 89 | 7.21 241 | 1.23 38 | 1.48 55 | 1.25 69 | 1.34 83 | 6.03 121 | 1.05 113 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| MonSter |  | 1.74 57 | 0.74 46 | 3.64 71 | 2.27 43 | 1.62 281 | 6.01 300 | 0.13 40 | 6.02 73 | 2.88 100 | 1.35 46 | 2.11 65 | 0.30 17 | 0.36 16 | 6.50 132 | 0.83 62 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 259 | 0.02 11 | 0.02 22 |
|
| monster-pro |  | 1.75 58 | 0.74 46 | 3.64 71 | 2.27 43 | 1.62 281 | 5.99 295 | 0.14 46 | 6.02 73 | 2.87 96 | 1.35 46 | 2.11 65 | 0.30 17 | 0.36 16 | 6.78 147 | 0.83 62 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 259 | 0.02 11 | 0.02 22 |
|
| Monster-pub-eth3d |  | 1.75 58 | 0.75 51 | 3.64 71 | 2.27 43 | 1.62 281 | 6.02 303 | 0.14 46 | 6.02 73 | 2.87 96 | 1.35 46 | 2.11 65 | 0.30 17 | 0.36 16 | 6.59 135 | 0.83 62 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 259 | 0.02 11 | 0.02 22 |
|
| MCSU-Stereo |  | 1.76 60 | 0.54 3 | 3.43 56 | 2.57 85 | 0.32 29 | 3.22 77 | 0.57 92 | 5.56 48 | 3.23 116 | 2.38 124 | 3.86 117 | 3.78 183 | 0.40 24 | 3.99 67 | 1.20 131 | 0.00 1 | 0.02 114 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 60 |
|
| MonStereo |  | 1.76 60 | 0.75 51 | 3.64 71 | 2.27 43 | 1.61 278 | 6.04 306 | 0.14 46 | 6.02 73 | 2.88 100 | 1.35 46 | 2.11 65 | 0.30 17 | 0.36 16 | 6.84 149 | 0.83 62 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 214 | 0.02 11 | 0.02 22 |
|
| GREATEN-IGEV_RVC |   | 1.78 62 | 1.12 177 | 4.60 138 | 2.29 53 | 0.65 124 | 3.08 69 | 0.74 111 | 6.01 72 | 3.02 108 | 2.15 110 | 1.00 39 | 2.13 129 | 0.37 22 | 6.80 148 | 1.47 149 | 0.00 1 | 0.00 1 | 0.03 322 | 0.00 1 | 0.03 52 | 0.08 174 |
|
| over v1 |  | 1.81 63 | 1.37 266 | 3.35 49 | 2.87 116 | 0.31 24 | 4.66 166 | 0.01 1 | 5.35 46 | 2.07 50 | 1.17 31 | 1.50 57 | 1.32 73 | 3.47 184 | 7.94 187 | 0.74 46 | 0.01 152 | 0.01 51 | 0.00 1 | 0.00 1 | 0.03 52 | 0.00 1 |
|
| 4.5_new |  | 1.82 64 | 0.79 67 | 3.44 57 | 2.35 60 | 1.84 307 | 5.69 272 | 1.28 158 | 5.59 50 | 2.60 76 | 3.74 180 | 3.37 98 | 0.43 30 | 0.97 62 | 3.16 39 | 0.98 95 | 0.01 152 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 132 | 0.16 280 |
|
| 4.5w-stereo |  | 1.83 65 | 0.79 67 | 3.45 60 | 2.35 60 | 1.84 307 | 5.69 272 | 1.29 161 | 5.59 50 | 2.60 76 | 3.75 181 | 3.37 98 | 0.43 30 | 0.97 62 | 3.16 39 | 0.98 95 | 0.01 152 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 132 | 0.16 280 |
|
| Monster-pub-mixall |  | 1.84 66 | 0.85 95 | 3.45 60 | 2.27 43 | 0.94 187 | 2.43 43 | 0.54 90 | 6.32 94 | 2.65 83 | 3.04 158 | 3.56 104 | 0.38 28 | 0.49 28 | 8.93 235 | 0.74 46 | 0.01 152 | 0.06 258 | 0.00 1 | 0.00 1 | 0.04 83 | 0.04 93 |
|
| over-6 |  | 1.85 67 | 1.26 228 | 3.73 79 | 2.47 70 | 0.35 44 | 2.67 50 | 0.25 63 | 9.42 192 | 2.07 50 | 1.03 23 | 1.50 57 | 1.02 57 | 2.97 162 | 7.54 172 | 0.56 17 | 0.09 369 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.00 1 |
|
| IGEV |   | 1.86 68 | 0.58 10 | 3.90 94 | 2.40 64 | 3.49 435 | 4.20 127 | 0.97 134 | 7.16 120 | 3.22 114 | 2.00 103 | 4.16 125 | 0.26 12 | 0.62 42 | 3.40 44 | 0.65 34 | 0.03 280 | 0.09 345 | 0.00 1 | 0.00 1 | 0.03 52 | 0.02 22 |
|
| SGD-Stereo |  | 1.88 69 | 0.76 57 | 3.80 86 | 2.37 62 | 0.33 40 | 3.48 92 | 0.93 131 | 6.52 99 | 2.22 56 | 3.84 185 | 1.08 44 | 1.78 100 | 1.34 83 | 8.32 201 | 0.70 43 | 0.09 369 | 0.01 51 | 0.00 1 | 0.00 1 | 0.06 107 | 0.03 60 |
|
| GREATEN-IGEV-FM_RVC |   | 1.90 70 | 1.45 295 | 5.03 170 | 2.56 83 | 0.79 159 | 4.83 192 | 0.59 94 | 5.97 70 | 4.88 168 | 2.41 125 | 0.38 14 | 1.65 90 | 0.82 55 | 4.47 86 | 1.84 188 | 0.00 1 | 0.00 1 | 0.00 1 | 0.07 376 | 0.12 203 | 0.11 211 |
|
| GEAStereo |  | 1.94 71 | 0.95 124 | 3.61 67 | 3.84 230 | 0.64 119 | 4.39 140 | 1.50 185 | 8.01 149 | 2.33 60 | 2.24 114 | 2.61 81 | 1.19 66 | 2.25 130 | 3.50 46 | 1.15 124 | 0.01 152 | 0.06 258 | 0.05 357 | 0.00 1 | 0.22 269 | 0.14 250 |
|
| 4.25_new |  | 1.94 71 | 0.81 72 | 3.74 80 | 2.82 107 | 2.69 382 | 4.37 136 | 2.37 325 | 5.76 57 | 2.78 90 | 1.99 100 | 3.60 105 | 0.23 5 | 2.40 141 | 4.13 69 | 0.99 97 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 159 |
|
| 4.5w_new |  | 1.94 71 | 0.81 72 | 3.74 80 | 2.82 107 | 2.69 382 | 4.37 136 | 2.37 325 | 5.76 57 | 2.78 90 | 1.99 100 | 3.60 105 | 0.23 5 | 2.40 141 | 4.13 69 | 0.99 97 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 159 |
|
| 4.25w-stereo |  | 1.94 71 | 0.81 72 | 3.74 80 | 2.82 107 | 2.69 382 | 4.37 136 | 2.37 325 | 5.76 57 | 2.78 90 | 1.99 100 | 3.60 105 | 0.23 5 | 2.40 141 | 4.13 69 | 0.99 97 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 159 |
|
| asda |  | 1.95 75 | 0.81 72 | 4.14 117 | 2.66 95 | 1.93 324 | 3.30 85 | 0.86 123 | 5.92 69 | 3.10 111 | 2.41 125 | 3.10 90 | 0.63 42 | 2.99 165 | 5.57 107 | 1.48 150 | 0.02 239 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 132 | 0.07 159 |
|
| 4w-stereo |  | 2.03 76 | 0.98 134 | 4.12 115 | 2.31 54 | 1.96 325 | 3.70 103 | 0.61 97 | 6.37 96 | 2.37 64 | 2.10 108 | 4.19 126 | 0.33 24 | 3.33 178 | 7.03 152 | 1.12 118 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 52 | 0.08 174 |
|
| LiteMatch |  | 2.05 77 | 1.75 412 | 2.89 19 | 3.57 204 | 0.63 117 | 2.13 31 | 1.54 197 | 4.85 29 | 2.56 69 | 1.63 72 | 0.47 23 | 2.13 129 | 4.42 224 | 3.83 62 | 7.98 469 | 0.00 1 | 0.04 180 | 0.00 1 | 0.00 1 | 0.29 330 | 0.31 397 |
|
| asd |  | 2.06 78 | 0.78 62 | 3.85 89 | 2.45 67 | 2.18 345 | 3.99 115 | 0.35 72 | 6.94 113 | 2.60 76 | 2.99 155 | 2.79 86 | 0.52 35 | 2.27 135 | 8.33 202 | 0.93 87 | 0.02 239 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 132 | 0.11 211 |
|
| S2M2_L |  | 2.06 78 | 1.28 234 | 4.05 108 | 3.20 156 | 1.14 216 | 2.31 37 | 0.06 20 | 6.26 87 | 6.67 222 | 1.75 84 | 4.48 140 | 4.47 202 | 0.81 53 | 2.36 16 | 1.52 155 | 0.25 462 | 0.10 367 | 0.03 322 | 0.00 1 | 0.49 445 | 0.03 60 |
| 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 80 | 1.04 149 | 5.75 237 | 2.56 83 | 0.65 124 | 2.75 54 | 1.75 250 | 8.35 167 | 1.65 33 | 2.30 120 | 3.44 102 | 1.73 95 | 3.12 168 | 5.03 101 | 1.14 123 | 0.00 1 | 0.00 1 | 0.00 1 | 0.26 513 | 0.09 161 | 0.11 211 |
|
| Anonymus |   | 2.10 81 | 1.12 177 | 3.31 47 | 3.49 190 | 0.52 95 | 2.37 42 | 0.28 67 | 5.87 65 | 2.72 86 | 2.59 134 | 1.68 61 | 4.85 215 | 1.81 113 | 8.52 208 | 2.63 260 | 0.10 377 | 0.04 180 | 0.00 1 | 0.00 1 | 0.04 83 | 0.13 239 |
|
| 2.5w |  | 2.10 81 | 0.78 62 | 4.30 121 | 2.96 134 | 1.85 310 | 3.22 77 | 2.25 316 | 6.05 80 | 2.69 84 | 1.80 89 | 5.44 184 | 0.23 5 | 2.01 119 | 7.36 164 | 1.01 108 | 0.01 152 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 141 |
|
| 2.75w_new |  | 2.10 81 | 0.82 77 | 3.93 97 | 2.18 33 | 1.44 257 | 3.52 96 | 2.30 320 | 5.52 47 | 2.91 103 | 4.14 199 | 3.93 120 | 0.27 13 | 2.38 138 | 6.17 125 | 2.32 235 | 0.01 152 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 141 |
|
| GCAP-Stereo-DPT-24K |  | 2.12 84 | 0.85 95 | 4.64 139 | 2.77 105 | 1.97 327 | 3.66 102 | 1.64 216 | 8.33 166 | 3.33 125 | 1.46 62 | 3.30 95 | 0.63 42 | 4.15 213 | 2.05 9 | 0.67 37 | 0.02 239 | 0.17 460 | 0.00 1 | 0.43 578 | 0.26 308 | 2.07 601 |
|
| LG-G_1 |  | 2.14 85 | 0.64 25 | 4.04 105 | 3.18 154 | 0.37 53 | 11.00 426 | 0.60 95 | 6.27 89 | 1.55 24 | 1.28 40 | 1.15 46 | 1.34 74 | 2.14 125 | 8.08 193 | 0.99 97 | 0.04 301 | 0.12 402 | 0.00 1 | 0.00 1 | 0.06 107 | 0.03 60 |
|
| LG-G |  | 2.14 85 | 0.64 25 | 4.04 105 | 3.18 154 | 0.37 53 | 11.00 426 | 0.60 95 | 6.27 89 | 1.55 24 | 1.28 40 | 1.15 46 | 1.34 74 | 2.14 125 | 8.08 193 | 0.99 97 | 0.04 301 | 0.12 402 | 0.00 1 | 0.00 1 | 0.06 107 | 0.03 60 |
|
| aanet-new-28k |  | 2.16 87 | 1.14 183 | 7.58 322 | 2.96 134 | 0.49 86 | 4.51 149 | 1.81 269 | 6.35 95 | 2.32 59 | 1.74 83 | 4.46 138 | 1.54 84 | 4.71 256 | 2.29 13 | 0.81 58 | 0.00 1 | 0.04 180 | 0.00 1 | 0.29 527 | 0.07 132 | 0.08 174 |
|
| GSStereo |  | 2.16 87 | 0.95 124 | 3.61 67 | 4.08 243 | 0.64 119 | 4.39 140 | 1.50 185 | 8.60 174 | 4.56 156 | 2.71 142 | 2.61 81 | 1.86 110 | 2.25 130 | 3.50 46 | 1.15 124 | 0.00 1 | 0.07 288 | 0.00 1 | 0.39 566 | 0.22 269 | 0.15 271 |
|
| GREAT-IGEV |   | 2.18 89 | 1.15 190 | 4.04 105 | 2.89 122 | 0.69 132 | 2.95 63 | 0.20 59 | 5.82 63 | 5.88 203 | 0.92 16 | 5.07 173 | 1.08 61 | 1.46 92 | 9.60 261 | 0.86 77 | 0.00 1 | 0.13 418 | 0.00 1 | 0.24 501 | 0.14 218 | 0.46 448 |
| 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 90 | 0.82 77 | 4.90 158 | 3.27 166 | 2.91 400 | 3.54 99 | 0.70 105 | 5.30 43 | 3.05 110 | 1.73 82 | 3.31 96 | 0.49 33 | 1.60 96 | 10.91 316 | 0.96 93 | 0.03 280 | 0.11 389 | 0.00 1 | 0.23 491 | 0.04 83 | 0.03 60 |
|
| IGEV-Stereo++ |  | 2.20 90 | 0.79 67 | 3.67 77 | 3.72 218 | 3.17 414 | 3.39 87 | 0.10 32 | 8.37 169 | 3.77 136 | 2.11 109 | 4.25 129 | 2.01 119 | 4.78 263 | 2.96 31 | 0.59 24 | 0.01 152 | 0.02 114 | 0.08 403 | 0.00 1 | 0.06 107 | 0.05 125 |
|
| monsters |  | 2.21 92 | 1.25 224 | 4.09 111 | 3.59 206 | 4.35 494 | 2.20 36 | 0.18 57 | 8.31 165 | 2.84 95 | 4.11 197 | 2.86 87 | 0.20 3 | 0.76 47 | 8.41 204 | 0.95 92 | 0.01 152 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.01 9 |
|
| DEFOM-Stereo |  | 2.21 92 | 0.88 103 | 3.63 69 | 3.42 180 | 0.89 177 | 13.14 467 | 0.83 120 | 4.68 23 | 1.96 49 | 2.72 144 | 1.66 60 | 0.59 38 | 0.54 34 | 8.53 209 | 0.68 38 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| aanet-new-34k |  | 2.22 94 | 1.33 253 | 6.99 296 | 2.55 81 | 0.37 53 | 2.69 51 | 1.58 204 | 8.25 162 | 2.14 53 | 1.11 27 | 5.28 177 | 2.45 140 | 6.42 341 | 2.04 8 | 0.80 55 | 0.00 1 | 0.08 326 | 0.03 322 | 0.02 259 | 0.07 132 | 0.20 321 |
|
| aanet-new-16k |  | 2.22 94 | 1.02 143 | 5.90 243 | 3.73 219 | 0.42 68 | 3.84 109 | 1.65 218 | 7.64 137 | 2.53 68 | 1.54 67 | 4.47 139 | 2.61 147 | 4.68 250 | 2.97 32 | 1.19 129 | 0.00 1 | 0.04 180 | 0.00 1 | 0.03 288 | 0.07 132 | 0.10 193 |
|
| 3.25w_new |  | 2.24 96 | 0.88 103 | 3.97 99 | 2.28 49 | 1.34 249 | 6.00 297 | 1.19 150 | 6.56 100 | 3.26 120 | 3.90 188 | 3.77 112 | 0.62 39 | 2.46 145 | 7.46 171 | 0.99 97 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.06 107 | 0.06 141 |
|
| 3.25w |  | 2.24 96 | 0.88 103 | 3.97 99 | 2.28 49 | 1.34 249 | 6.01 300 | 1.19 150 | 6.56 100 | 3.26 120 | 3.90 188 | 3.77 112 | 0.62 39 | 2.46 145 | 7.44 168 | 0.99 97 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.06 107 | 0.06 141 |
|
| aanet-new-40k |  | 2.30 98 | 1.29 238 | 8.15 356 | 2.62 90 | 2.23 348 | 5.47 242 | 1.80 265 | 6.79 109 | 1.59 31 | 1.14 29 | 4.71 151 | 1.12 63 | 5.55 298 | 2.35 15 | 0.85 72 | 0.00 1 | 0.06 258 | 0.02 302 | 0.04 312 | 0.04 83 | 0.18 299 |
|
| aanet-new-24k |  | 2.30 98 | 1.22 210 | 5.12 175 | 2.70 99 | 1.53 269 | 5.69 272 | 1.70 228 | 6.27 89 | 1.48 21 | 2.45 128 | 5.91 197 | 2.25 134 | 4.48 234 | 3.69 58 | 1.10 115 | 0.00 1 | 0.03 155 | 0.01 269 | 0.25 507 | 0.11 197 | 0.02 22 |
|
| aanet-new-12k |  | 2.30 98 | 0.79 67 | 8.45 373 | 4.28 270 | 0.45 77 | 4.57 154 | 1.75 250 | 8.28 164 | 2.63 80 | 2.70 141 | 1.35 53 | 1.74 96 | 4.57 243 | 3.03 34 | 1.10 115 | 0.01 152 | 0.03 155 | 0.07 392 | 0.01 214 | 0.12 203 | 0.06 141 |
|
| qwe |  | 2.30 98 | 0.82 77 | 3.76 84 | 2.60 89 | 2.75 388 | 4.59 158 | 0.28 67 | 6.62 103 | 2.90 102 | 4.62 212 | 4.62 147 | 0.55 36 | 0.89 58 | 8.78 225 | 2.09 217 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 132 | 0.14 250 |
|
| StereoAnything_RVC |  | 2.31 102 | 11.20 661 | 4.65 140 | 2.23 37 | 0.14 1 | 1.49 18 | 0.17 56 | 4.50 20 | 1.24 12 | 1.03 23 | 0.06 1 | 0.20 3 | 3.60 194 | 8.05 191 | 0.59 24 | 0.02 239 | 0.11 389 | 0.00 1 | 0.00 1 | 6.97 663 | 0.03 60 |
|
| aanet-new-32k |  | 2.32 103 | 1.33 253 | 5.55 221 | 2.88 118 | 1.83 305 | 5.87 288 | 1.73 243 | 7.45 128 | 1.37 17 | 1.71 79 | 4.22 127 | 2.66 152 | 6.13 325 | 2.81 27 | 0.64 31 | 0.00 1 | 0.12 402 | 0.00 1 | 0.00 1 | 0.08 149 | 0.09 181 |
|
| aanet-new-30k |  | 2.32 103 | 1.33 253 | 5.55 221 | 2.88 118 | 1.83 305 | 5.87 288 | 1.73 243 | 7.45 128 | 1.37 17 | 1.71 79 | 4.22 127 | 2.66 152 | 6.13 325 | 2.81 27 | 0.64 31 | 0.00 1 | 0.12 402 | 0.00 1 | 0.00 1 | 0.08 149 | 0.09 181 |
|
| 3.75w |  | 2.32 103 | 0.89 108 | 3.85 89 | 2.45 67 | 3.23 419 | 8.15 373 | 1.42 175 | 5.77 60 | 2.79 93 | 2.60 135 | 4.64 148 | 0.31 23 | 2.77 157 | 6.56 134 | 0.94 89 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.06 107 | 0.05 125 |
|
| RAStereo |  | 2.32 103 | 1.08 162 | 6.36 266 | 3.73 219 | 1.39 256 | 1.81 25 | 0.12 39 | 7.70 139 | 7.44 249 | 2.27 117 | 3.94 121 | 3.43 169 | 0.81 53 | 3.55 53 | 2.47 248 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 330 | 0.07 159 |
|
| 2.25w |  | 2.37 107 | 0.87 101 | 4.69 143 | 2.52 75 | 1.76 299 | 3.53 97 | 0.41 75 | 6.10 81 | 2.56 69 | 3.93 192 | 6.70 207 | 0.35 27 | 2.47 147 | 8.53 209 | 2.97 281 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| 2w_stereo |  | 2.37 107 | 0.83 81 | 4.12 115 | 2.73 100 | 1.22 226 | 4.67 167 | 3.90 405 | 6.98 114 | 3.62 132 | 3.48 172 | 5.01 168 | 0.24 9 | 4.36 220 | 4.43 82 | 1.70 176 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 60 |
|
| WQFJA1++ |  | 2.38 109 | 0.59 12 | 4.21 120 | 2.66 95 | 1.85 310 | 2.47 44 | 0.29 70 | 7.02 116 | 2.10 52 | 3.41 171 | 2.43 75 | 0.68 47 | 1.63 99 | 7.27 159 | 1.00 105 | 0.01 152 | 0.05 219 | 0.01 269 | 0.01 214 | 9.83 679 | 0.09 181 |
|
| DispViT+ |  | 2.39 110 | 0.66 33 | 3.18 40 | 1.32 4 | 5.13 541 | 2.80 58 | 0.09 26 | 12.73 274 | 6.26 212 | 1.59 69 | 1.01 41 | 0.71 48 | 1.06 69 | 9.26 250 | 1.35 142 | 0.62 557 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 52 | 0.02 22 |
|
| gasm-f |  | 2.39 110 | 0.96 130 | 3.77 85 | 3.84 230 | 0.50 89 | 4.50 147 | 2.54 341 | 8.01 149 | 2.33 60 | 2.24 114 | 5.92 198 | 1.19 66 | 4.05 208 | 6.12 124 | 1.31 139 | 0.01 152 | 0.06 258 | 0.05 357 | 0.00 1 | 0.25 297 | 0.14 250 |
|
| aanet-new-22k |  | 2.41 112 | 1.25 224 | 5.47 211 | 3.25 162 | 0.40 60 | 4.44 144 | 2.00 295 | 8.36 168 | 5.01 172 | 1.72 81 | 4.75 153 | 1.55 85 | 4.99 274 | 3.65 56 | 1.01 108 | 0.00 1 | 0.07 288 | 0.01 269 | 0.03 288 | 0.09 161 | 0.10 193 |
|
| monsterstereo |  | 2.41 112 | 0.98 134 | 4.33 123 | 4.12 248 | 4.48 500 | 1.80 23 | 0.08 23 | 5.78 61 | 5.21 185 | 3.36 167 | 7.40 224 | 0.25 10 | 0.37 22 | 8.92 234 | 1.00 105 | 0.01 152 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.01 9 |
|
| aanet-new-90k |  | 2.42 114 | 1.26 228 | 9.16 423 | 2.92 125 | 1.53 269 | 3.13 73 | 1.43 177 | 6.60 102 | 1.73 36 | 0.84 9 | 3.32 97 | 0.91 55 | 5.09 281 | 9.29 252 | 0.80 55 | 0.00 1 | 0.05 219 | 0.00 1 | 0.00 1 | 0.05 100 | 0.25 366 |
|
| LG-Stereo |  | 2.43 115 | 1.44 293 | 7.64 327 | 3.73 219 | 0.82 166 | 3.64 101 | 1.24 155 | 6.41 98 | 5.30 188 | 1.97 97 | 7.31 220 | 0.84 53 | 0.74 45 | 4.85 94 | 2.21 230 | 0.05 328 | 0.04 180 | 0.01 269 | 0.03 288 | 0.33 369 | 0.10 193 |
|
| aanet-32k-new |  | 2.45 116 | 1.49 313 | 5.53 217 | 2.99 137 | 1.32 240 | 5.09 219 | 1.83 271 | 5.66 53 | 1.61 32 | 1.21 36 | 4.15 124 | 2.17 131 | 6.08 323 | 8.40 203 | 1.04 110 | 0.01 152 | 0.07 288 | 0.00 1 | 0.00 1 | 0.10 185 | 0.21 333 |
|
| GCAP-Stereo-DPT-25K |  | 2.45 116 | 0.84 87 | 4.09 111 | 2.41 65 | 1.89 318 | 3.98 114 | 1.61 211 | 11.16 241 | 5.53 196 | 2.00 103 | 4.92 165 | 2.56 145 | 3.54 189 | 2.27 12 | 0.68 38 | 0.02 239 | 0.17 460 | 0.00 1 | 0.43 578 | 0.12 203 | 0.81 514 |
|
| 111111 |  | 2.45 116 | 1.01 141 | 3.89 93 | 3.60 207 | 4.13 474 | 3.49 95 | 0.23 62 | 8.63 177 | 3.25 117 | 2.15 110 | 4.26 130 | 2.29 136 | 2.03 120 | 8.86 233 | 0.94 89 | 0.01 152 | 0.02 114 | 0.08 403 | 0.00 1 | 0.14 218 | 0.04 93 |
|
| PhaseNet |  | 2.46 119 | 1.14 183 | 3.75 83 | 3.35 174 | 0.92 185 | 5.85 283 | 0.43 78 | 7.96 148 | 3.27 122 | 2.28 118 | 2.35 72 | 6.22 252 | 1.10 71 | 6.36 128 | 3.43 315 | 0.15 407 | 0.09 345 | 0.00 1 | 0.00 1 | 0.06 107 | 0.42 434 |
|
| 3.5w_stereo |  | 2.46 119 | 1.21 208 | 4.40 130 | 2.23 37 | 1.53 269 | 6.00 297 | 1.12 144 | 6.82 110 | 2.60 76 | 3.48 172 | 4.35 133 | 0.33 24 | 2.08 123 | 9.99 278 | 3.03 288 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 1 | 0.06 141 |
|
| aanet-new-78k |  | 2.47 121 | 1.27 231 | 10.18 473 | 3.08 145 | 0.28 18 | 2.19 35 | 1.35 170 | 6.66 105 | 1.44 20 | 1.58 68 | 4.08 122 | 1.02 57 | 6.47 343 | 8.61 212 | 0.83 62 | 0.00 1 | 0.04 180 | 0.00 1 | 0.00 1 | 0.03 52 | 0.22 341 |
|
| aanet-new-36k |  | 2.47 121 | 1.13 180 | 5.18 183 | 2.94 128 | 0.28 18 | 5.32 233 | 1.22 153 | 7.53 131 | 2.20 54 | 1.37 56 | 4.35 133 | 1.56 86 | 6.50 346 | 8.66 220 | 0.91 84 | 0.00 1 | 0.07 288 | 0.02 302 | 0.00 1 | 0.03 52 | 0.14 250 |
|
| aanet-new-70k |  | 2.48 123 | 1.18 198 | 8.17 360 | 2.76 104 | 0.62 115 | 4.98 204 | 1.52 192 | 6.84 111 | 1.57 26 | 1.69 77 | 3.83 116 | 0.84 53 | 5.29 291 | 8.97 238 | 1.12 118 | 0.00 1 | 0.02 114 | 0.00 1 | 0.00 1 | 0.03 52 | 0.11 211 |
|
| 3w_stereo |  | 2.49 124 | 0.84 87 | 5.43 204 | 2.46 69 | 0.46 78 | 5.44 240 | 6.54 505 | 7.07 117 | 3.41 129 | 3.30 165 | 4.77 157 | 0.28 14 | 4.24 217 | 4.24 75 | 1.30 137 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 159 |
|
| GCAP-Stereo-DPT-22K |  | 2.52 125 | 0.89 108 | 4.37 127 | 3.28 167 | 3.42 428 | 3.39 87 | 1.45 178 | 7.88 144 | 3.22 114 | 2.29 119 | 7.74 229 | 3.46 170 | 5.13 282 | 2.00 7 | 0.75 49 | 0.02 239 | 0.30 547 | 0.00 1 | 0.43 578 | 0.11 197 | 0.27 376 |
|
| fffft |  | 2.58 126 | 0.86 98 | 5.15 180 | 3.15 151 | 1.32 240 | 4.44 144 | 4.17 416 | 8.04 152 | 3.29 123 | 3.03 157 | 2.20 71 | 1.88 112 | 1.45 91 | 10.41 289 | 1.80 183 | 0.00 1 | 0.04 180 | 0.00 1 | 0.00 1 | 0.31 351 | 0.10 193 |
| 1: 1. 1 |
| AIO_test |  | 2.59 127 | 0.89 108 | 4.07 109 | 3.70 216 | 2.35 359 | 5.35 235 | 2.39 329 | 8.10 155 | 4.33 150 | 1.35 46 | 4.60 144 | 4.27 196 | 1.35 85 | 7.29 162 | 0.71 45 | 0.76 574 | 0.07 288 | 0.00 1 | 0.09 401 | 0.06 107 | 0.03 60 |
|
| Replicate-Monster |  | 2.63 128 | 3.33 551 | 11.97 509 | 2.38 63 | 1.08 204 | 3.13 73 | 0.44 79 | 6.76 108 | 4.42 154 | 3.79 182 | 1.30 50 | 0.66 46 | 1.15 74 | 8.78 225 | 0.48 10 | 0.01 152 | 0.08 326 | 0.00 1 | 0.00 1 | 0.26 308 | 2.68 617 |
|
| TS12 |  | 2.64 129 | 0.78 62 | 3.08 34 | 2.06 24 | 0.32 29 | 6.38 322 | 0.20 59 | 8.17 158 | 4.25 148 | 2.93 150 | 10.46 273 | 1.46 78 | 3.07 166 | 7.82 183 | 1.77 181 | 0.01 152 | 0.01 51 | 0.00 1 | 0.00 1 | 0.04 83 | 0.02 22 |
|
| aanet-new-60k |  | 2.64 129 | 1.31 246 | 9.62 442 | 2.69 98 | 0.91 182 | 6.94 345 | 1.66 219 | 6.67 106 | 1.57 26 | 1.53 66 | 3.90 119 | 2.64 150 | 3.38 180 | 8.81 230 | 0.90 81 | 0.00 1 | 0.07 288 | 0.01 269 | 0.01 214 | 0.04 83 | 0.20 321 |
|
| GIP-stereo |  | 2.66 131 | 1.00 140 | 4.00 101 | 4.99 324 | 3.41 426 | 3.38 86 | 0.77 115 | 8.73 182 | 5.69 202 | 2.08 107 | 5.38 178 | 4.13 192 | 3.21 170 | 5.21 103 | 1.05 113 | 0.01 152 | 0.06 258 | 0.00 1 | 0.00 1 | 0.07 132 | 0.04 93 |
|
| aanet-new-10k |  | 2.69 132 | 1.23 215 | 9.26 425 | 4.00 238 | 0.52 95 | 8.39 378 | 1.89 281 | 7.92 146 | 1.69 35 | 2.89 149 | 2.99 89 | 2.76 155 | 5.48 295 | 3.07 36 | 1.35 142 | 0.00 1 | 0.11 389 | 0.05 357 | 0.04 312 | 0.09 161 | 0.04 93 |
|
| Foundation-i1c-attn |  | 2.71 133 | 0.60 15 | 3.06 31 | 2.24 39 | 0.51 91 | 5.22 225 | 4.50 427 | 8.99 187 | 3.66 134 | 3.62 177 | 3.42 100 | 5.81 241 | 4.90 267 | 6.67 141 | 0.91 84 | 0.02 239 | 0.09 345 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 141 |
|
| Zero-FE251 |  | 2.73 134 | 1.57 350 | 5.05 171 | 4.17 251 | 1.92 323 | 7.26 353 | 0.75 112 | 7.75 142 | 3.01 107 | 4.88 225 | 2.40 73 | 5.44 232 | 4.17 214 | 4.39 80 | 1.31 139 | 0.27 469 | 0.06 258 | 0.04 346 | 0.03 288 | 0.03 52 | 0.12 222 |
|
| MaDis-Stereo |  | 2.73 134 | 1.56 346 | 6.21 264 | 2.96 134 | 2.45 365 | 1.80 23 | 0.28 67 | 7.43 127 | 5.07 178 | 2.57 131 | 3.43 101 | 7.13 279 | 4.71 256 | 5.74 113 | 2.91 278 | 0.00 1 | 0.05 219 | 0.00 1 | 0.00 1 | 0.15 226 | 0.12 222 |
|
| GCAP-Stereo-cres-4k |  | 2.74 136 | 1.02 143 | 5.23 186 | 4.54 291 | 2.61 375 | 9.27 391 | 1.75 250 | 7.23 123 | 3.64 133 | 1.98 99 | 5.02 169 | 2.28 135 | 5.13 282 | 3.57 54 | 1.16 128 | 0.00 1 | 0.13 418 | 0.00 1 | 0.02 259 | 0.05 100 | 0.13 239 |
|
| HUF |  | 2.75 137 | 1.32 250 | 5.28 190 | 2.83 110 | 0.55 100 | 5.23 227 | 2.19 307 | 8.97 185 | 4.23 147 | 1.97 97 | 4.39 136 | 5.03 218 | 2.64 151 | 6.86 150 | 1.44 148 | 0.73 571 | 0.63 616 | 0.09 415 | 0.00 1 | 0.17 248 | 0.44 441 |
|
| LG-Stereo_Zeroshot |  | 2.77 138 | 0.90 117 | 5.49 213 | 4.91 320 | 1.75 298 | 3.75 105 | 0.85 122 | 7.14 119 | 3.33 125 | 3.51 175 | 10.67 277 | 2.03 121 | 5.26 290 | 3.11 37 | 1.80 183 | 0.00 1 | 0.06 258 | 0.00 1 | 0.19 469 | 0.43 413 | 0.19 316 |
|
| IGEV-Stereo+ |  | 2.77 138 | 0.92 120 | 4.09 111 | 3.14 150 | 4.62 511 | 2.57 46 | 0.70 105 | 4.34 18 | 2.29 57 | 1.76 86 | 0.59 29 | 0.77 51 | 3.49 187 | 8.65 218 | 0.68 38 | 0.03 280 | 0.10 367 | 0.00 1 | 0.24 501 | 5.77 657 | 10.68 696 |
|
| SCION-M(vits-remse) |  | 2.78 140 | 0.74 46 | 14.97 565 | 10.56 613 | 1.61 278 | 6.03 304 | 0.13 40 | 6.02 73 | 2.87 96 | 1.35 46 | 2.11 65 | 0.30 17 | 0.36 16 | 6.72 142 | 0.83 62 | 0.82 586 | 0.16 453 | 0.00 1 | 0.02 259 | 0.02 11 | 0.02 22 |
|
| gcap_with_dpt |  | 2.78 140 | 0.83 81 | 5.55 221 | 3.02 140 | 4.35 494 | 5.14 222 | 1.31 162 | 7.11 118 | 4.14 145 | 5.93 244 | 11.93 298 | 2.05 125 | 0.57 35 | 2.55 20 | 0.80 55 | 0.00 1 | 0.08 326 | 0.01 269 | 0.09 401 | 0.11 197 | 0.05 125 |
|
| GCAP-Stereo-DPT-cres |  | 2.79 142 | 0.82 77 | 4.94 161 | 2.88 118 | 4.51 506 | 7.85 367 | 1.68 223 | 7.92 146 | 2.72 86 | 2.50 130 | 5.74 196 | 3.82 186 | 6.75 359 | 2.59 21 | 0.94 89 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 197 | 0.03 60 |
|
| AIO_rvc |  | 2.81 143 | 1.10 170 | 4.88 156 | 3.63 210 | 2.59 374 | 5.36 236 | 1.85 274 | 8.21 161 | 4.37 152 | 1.60 71 | 4.74 152 | 4.74 211 | 1.16 75 | 10.10 281 | 1.13 122 | 0.47 528 | 0.04 180 | 0.00 1 | 0.04 312 | 0.15 226 | 0.12 222 |
|
| SMoEStereo_RVC |  | 2.81 143 | 1.07 159 | 5.08 173 | 3.86 233 | 0.60 112 | 6.39 323 | 1.91 283 | 7.82 143 | 3.79 137 | 3.87 187 | 3.69 111 | 2.78 156 | 2.25 130 | 10.60 296 | 1.99 205 | 0.00 1 | 0.02 114 | 0.03 322 | 0.00 1 | 0.25 297 | 0.17 289 |
|
| mms |  | 2.86 145 | 1.38 272 | 5.26 188 | 3.68 213 | 1.84 307 | 4.23 130 | 4.01 408 | 8.01 149 | 4.29 149 | 2.43 127 | 5.53 192 | 3.05 160 | 1.35 85 | 9.22 247 | 2.06 213 | 0.00 1 | 0.06 258 | 0.00 1 | 0.00 1 | 0.36 382 | 0.44 441 |
|
| aanet-new-8k |  | 2.87 146 | 1.08 162 | 5.00 168 | 3.55 197 | 0.36 49 | 5.96 293 | 1.77 260 | 9.42 192 | 4.81 165 | 2.01 105 | 3.89 118 | 1.30 72 | 6.79 362 | 9.92 274 | 1.42 147 | 0.01 152 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 149 | 0.04 93 |
|
| gcap-zeroshot |  | 2.89 147 | 0.89 108 | 5.46 208 | 2.84 111 | 4.48 500 | 4.56 151 | 1.32 165 | 8.66 178 | 7.60 250 | 5.67 239 | 10.03 260 | 1.78 100 | 0.45 26 | 2.69 24 | 1.04 110 | 0.00 1 | 0.07 288 | 0.00 1 | 0.06 364 | 0.10 185 | 0.04 93 |
|
| UniTT-Stereo |  | 2.89 147 | 0.90 117 | 6.74 280 | 4.08 243 | 2.42 362 | 2.63 48 | 0.42 76 | 5.57 49 | 4.88 168 | 5.36 235 | 7.63 227 | 1.09 62 | 1.47 93 | 8.80 229 | 5.11 391 | 0.03 280 | 0.07 288 | 0.00 1 | 0.01 214 | 0.48 436 | 0.11 211 |
|
| testlalala |  | 2.89 147 | 0.89 108 | 5.46 208 | 2.84 111 | 4.48 500 | 4.56 151 | 1.32 165 | 8.66 178 | 7.60 250 | 5.67 239 | 10.03 260 | 1.78 100 | 0.45 26 | 2.69 24 | 1.04 110 | 0.00 1 | 0.07 288 | 0.00 1 | 0.06 364 | 0.10 185 | 0.04 93 |
|
| 1w_stereo |  | 2.90 150 | 0.72 41 | 3.59 66 | 3.30 170 | 2.15 343 | 4.37 136 | 6.74 514 | 6.40 97 | 5.23 186 | 2.83 148 | 7.30 219 | 0.25 10 | 4.36 220 | 8.30 200 | 2.44 246 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 22 |
|
| ours_stereo |  | 2.91 151 | 1.34 258 | 5.14 177 | 3.67 211 | 1.49 264 | 3.87 110 | 2.80 356 | 8.10 155 | 6.28 213 | 2.15 110 | 5.66 194 | 3.98 188 | 1.84 115 | 9.38 254 | 1.77 181 | 0.00 1 | 0.02 114 | 0.00 1 | 0.00 1 | 0.32 361 | 0.34 407 |
|
| AIO-Stereo |   | 2.91 151 | 1.19 203 | 5.14 177 | 4.15 250 | 0.79 159 | 4.67 167 | 1.76 256 | 9.59 200 | 5.19 184 | 2.66 140 | 4.76 156 | 5.40 231 | 0.78 48 | 10.30 285 | 1.23 134 | 0.00 1 | 0.06 258 | 0.00 1 | 0.36 556 | 0.09 161 | 0.15 271 |
|
| aanet-new-14k |  | 2.92 153 | 0.98 134 | 7.97 344 | 3.81 227 | 0.32 29 | 4.39 140 | 1.76 256 | 10.49 225 | 9.76 295 | 2.98 154 | 4.82 161 | 0.62 39 | 6.72 354 | 2.51 19 | 1.21 132 | 0.00 1 | 0.02 114 | 0.01 269 | 0.00 1 | 0.08 149 | 0.03 60 |
|
| Foundation-i1b |  | 2.92 153 | 0.62 17 | 3.27 43 | 2.10 27 | 0.80 163 | 6.05 307 | 4.79 438 | 9.72 206 | 3.49 130 | 4.53 209 | 3.28 94 | 6.44 262 | 5.47 294 | 6.76 146 | 0.92 86 | 0.02 239 | 0.09 345 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 60 |
|
| EGLCR-Stereo |  | 2.92 153 | 1.06 152 | 5.28 190 | 3.38 177 | 0.55 100 | 4.59 158 | 0.66 99 | 10.43 224 | 4.81 165 | 3.30 165 | 3.23 93 | 7.93 300 | 1.71 105 | 9.22 247 | 1.62 167 | 0.05 328 | 0.12 402 | 0.00 1 | 0.00 1 | 0.23 284 | 0.16 280 |
|
| Foundation-i1a |  | 2.94 156 | 0.64 25 | 3.21 41 | 2.24 39 | 0.39 59 | 5.32 233 | 3.99 406 | 9.68 202 | 3.94 142 | 5.17 231 | 3.16 92 | 6.62 266 | 5.95 318 | 7.03 152 | 1.32 141 | 0.02 239 | 0.10 367 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 141 |
|
| GEAR-Net |  | 2.97 157 | 1.14 183 | 5.16 181 | 5.41 376 | 0.47 79 | 4.63 163 | 1.70 228 | 9.96 212 | 4.75 161 | 2.58 132 | 6.27 202 | 4.35 198 | 4.45 233 | 4.96 98 | 3.06 292 | 0.00 1 | 0.09 345 | 0.00 1 | 0.08 385 | 0.24 291 | 0.18 299 |
|
| GELT-Stereo |  | 2.97 157 | 1.18 198 | 4.44 132 | 3.22 160 | 4.16 476 | 2.32 39 | 0.91 129 | 16.08 357 | 5.64 199 | 5.33 234 | 2.41 74 | 3.34 167 | 2.85 160 | 5.84 116 | 1.67 172 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.04 83 | 0.05 125 |
|
| IGEV++ |  | 2.98 159 | 1.27 231 | 5.17 182 | 5.41 376 | 0.47 79 | 4.63 163 | 1.71 241 | 9.97 213 | 4.75 161 | 2.58 132 | 6.27 202 | 4.35 198 | 4.44 229 | 4.98 100 | 3.05 291 | 0.00 1 | 0.07 288 | 0.00 1 | 0.08 385 | 0.24 291 | 0.18 299 |
|
| IGEV-RUCA |  | 3.00 160 | 1.12 177 | 4.51 134 | 4.78 308 | 2.30 354 | 6.18 310 | 1.80 265 | 7.24 125 | 4.79 163 | 2.63 139 | 4.91 163 | 4.06 189 | 2.44 144 | 9.70 266 | 1.50 153 | 0.14 398 | 0.26 532 | 0.21 506 | 0.29 527 | 0.74 519 | 0.35 413 |
|
| zero-FE |  | 3.01 161 | 1.06 152 | 4.57 136 | 4.18 255 | 4.04 469 | 3.24 81 | 1.51 189 | 6.17 85 | 1.87 46 | 1.00 20 | 2.52 76 | 1.72 94 | 4.92 268 | 6.19 126 | 2.77 268 | 0.27 469 | 0.10 367 | 0.00 1 | 0.05 341 | 13.94 696 | 0.09 181 |
|
| MSCF |  | 3.01 161 | 1.87 439 | 5.23 186 | 3.98 237 | 0.70 134 | 5.42 239 | 1.48 180 | 8.59 171 | 4.59 159 | 5.05 228 | 6.40 204 | 1.76 99 | 7.07 366 | 5.69 111 | 1.36 144 | 0.00 1 | 0.02 114 | 0.00 1 | 0.63 603 | 0.16 237 | 0.24 359 |
|
| GCAP-Stereo-DPT-5K |  | 3.02 163 | 0.89 108 | 5.34 195 | 2.90 123 | 4.48 500 | 4.69 170 | 1.34 168 | 8.59 171 | 8.81 278 | 5.94 246 | 10.70 279 | 1.84 108 | 0.51 29 | 2.94 29 | 1.12 118 | 0.00 1 | 0.07 288 | 0.00 1 | 0.04 312 | 0.09 161 | 0.04 93 |
|
| test_for_model |  | 3.02 163 | 0.89 108 | 5.34 195 | 2.90 123 | 4.48 500 | 4.69 170 | 1.34 168 | 8.59 171 | 8.81 278 | 5.94 246 | 10.70 279 | 1.84 108 | 0.51 29 | 2.94 29 | 1.12 118 | 0.00 1 | 0.07 288 | 0.00 1 | 0.04 312 | 0.09 161 | 0.04 93 |
|
| BStereo |   | 3.05 165 | 1.51 322 | 15.51 570 | 2.95 131 | 1.03 193 | 5.97 294 | 3.41 383 | 6.02 73 | 5.56 197 | 2.75 146 | 1.76 63 | 2.49 143 | 0.78 48 | 7.72 178 | 3.07 293 | 0.01 152 | 0.03 155 | 0.04 346 | 0.09 401 | 0.09 161 | 0.17 289 |
|
| GCAP-Stereo-DPT-2K |  | 3.06 166 | 0.86 98 | 5.37 199 | 2.84 111 | 4.43 498 | 4.03 118 | 1.27 157 | 7.50 130 | 7.27 246 | 6.46 254 | 12.28 304 | 2.19 133 | 0.60 37 | 4.86 95 | 0.90 81 | 0.00 1 | 0.07 288 | 0.00 1 | 0.08 385 | 0.09 161 | 0.05 125 |
|
| Selective-IGEV-i32 |  | 3.06 166 | 1.11 173 | 4.98 162 | 3.56 198 | 1.63 284 | 4.72 174 | 2.15 306 | 10.74 236 | 4.55 155 | 2.94 152 | 4.60 144 | 5.53 234 | 1.78 109 | 10.82 311 | 1.69 173 | 0.00 1 | 0.01 51 | 0.00 1 | 0.14 437 | 0.06 107 | 0.13 239 |
|
| Selective-IGEV |  | 3.06 166 | 1.11 173 | 4.98 162 | 3.56 198 | 1.66 286 | 4.73 175 | 2.14 305 | 10.73 235 | 4.56 156 | 2.93 150 | 4.60 144 | 5.54 235 | 1.77 108 | 10.82 311 | 1.69 173 | 0.00 1 | 0.01 51 | 0.00 1 | 0.14 437 | 0.06 107 | 0.13 239 |
|
| RSM++ |  | 3.08 169 | 1.04 149 | 5.27 189 | 4.25 266 | 0.50 89 | 5.04 215 | 2.63 346 | 10.11 215 | 4.34 151 | 3.16 161 | 4.66 149 | 6.73 268 | 1.87 118 | 9.96 276 | 1.69 173 | 0.00 1 | 0.00 1 | 0.01 269 | 0.18 456 | 0.14 218 | 0.10 193 |
|
| aanet-new |  | 3.09 170 | 1.23 215 | 5.57 226 | 4.01 239 | 2.64 380 | 10.34 403 | 1.80 265 | 7.22 122 | 1.74 37 | 1.88 93 | 5.05 172 | 2.33 137 | 7.68 378 | 9.12 245 | 0.99 97 | 0.01 152 | 0.07 288 | 0.00 1 | 0.00 1 | 0.05 100 | 0.05 125 |
|
| RSM |  | 3.10 171 | 0.98 134 | 4.86 155 | 4.17 251 | 1.08 204 | 4.76 185 | 1.83 271 | 10.14 216 | 4.21 146 | 3.38 169 | 4.34 131 | 7.82 296 | 1.75 107 | 10.69 300 | 1.64 170 | 0.00 1 | 0.03 155 | 0.00 1 | 0.18 456 | 0.13 212 | 0.07 159 |
|
| VIP-Stereo |  | 3.13 172 | 1.39 275 | 4.85 154 | 3.02 140 | 4.34 492 | 15.03 508 | 1.76 256 | 5.70 54 | 3.66 134 | 1.87 92 | 5.38 178 | 2.42 139 | 1.84 115 | 9.45 255 | 1.65 171 | 0.00 1 | 0.08 326 | 0.00 1 | 0.00 1 | 0.06 107 | 0.13 239 |
|
| FlowAnything_test |  | 3.13 172 | 1.42 283 | 6.59 272 | 8.69 556 | 1.35 252 | 8.70 381 | 2.51 336 | 7.60 136 | 3.03 109 | 4.10 196 | 2.67 84 | 3.52 177 | 0.75 46 | 5.86 118 | 4.48 368 | 0.06 349 | 0.03 155 | 0.15 475 | 0.66 605 | 0.16 237 | 0.18 299 |
|
| GCAP-Stereo-DPT-3K |  | 3.15 174 | 0.89 108 | 5.41 202 | 2.73 100 | 4.54 508 | 4.68 169 | 1.28 158 | 9.18 191 | 9.89 298 | 5.93 244 | 11.97 299 | 1.79 104 | 0.42 25 | 3.06 35 | 0.85 72 | 0.00 1 | 0.07 288 | 0.00 1 | 0.07 376 | 0.09 161 | 0.04 93 |
|
| DDF-Stereo |  | 3.17 175 | 1.08 162 | 4.40 130 | 4.63 299 | 4.02 468 | 3.40 89 | 1.51 189 | 5.27 38 | 1.78 40 | 0.85 11 | 2.57 79 | 1.68 93 | 4.63 249 | 8.01 190 | 2.80 272 | 0.27 469 | 0.13 418 | 0.00 1 | 0.14 437 | 16.19 702 | 0.09 181 |
|
| AEACV |  | 3.17 175 | 1.11 173 | 5.39 201 | 4.55 292 | 5.35 560 | 4.29 133 | 1.60 208 | 6.21 86 | 5.43 192 | 3.08 159 | 7.85 231 | 4.23 194 | 6.55 349 | 5.51 106 | 1.56 160 | 0.00 1 | 0.09 345 | 0.03 322 | 0.32 543 | 0.20 260 | 0.12 222 |
|
| GASTEREO |  | 3.18 177 | 1.99 460 | 5.13 176 | 4.28 270 | 0.70 134 | 5.59 254 | 1.49 184 | 8.66 178 | 4.94 171 | 5.17 231 | 6.84 212 | 1.58 87 | 7.14 368 | 7.72 178 | 1.38 145 | 0.00 1 | 0.02 114 | 0.00 1 | 0.64 604 | 0.08 149 | 0.23 352 |
|
| DEFOM-Stereo_RVC |  | 3.18 177 | 6.90 625 | 3.85 89 | 10.48 611 | 1.59 275 | 4.71 173 | 0.47 83 | 8.39 170 | 2.76 89 | 2.34 121 | 3.12 91 | 0.74 49 | 7.20 371 | 9.02 243 | 1.62 167 | 0.00 1 | 0.14 435 | 0.00 1 | 0.19 469 | 0.02 11 | 0.03 60 |
|
| NLSM3 |  | 3.19 179 | 0.86 98 | 3.90 94 | 3.11 148 | 4.00 467 | 3.18 75 | 0.55 91 | 13.79 310 | 8.23 267 | 3.39 170 | 6.88 214 | 1.79 104 | 3.97 204 | 7.12 157 | 3.01 284 | 0.01 152 | 0.00 1 | 0.05 357 | 0.00 1 | 0.03 52 | 0.01 9 |
|
| SCV |  | 3.20 180 | 1.40 278 | 5.96 247 | 4.71 302 | 0.71 139 | 4.21 128 | 1.70 228 | 10.94 238 | 6.06 207 | 1.85 91 | 4.80 159 | 6.16 248 | 2.74 156 | 9.82 269 | 1.74 178 | 0.05 328 | 0.09 345 | 0.00 1 | 0.24 501 | 0.50 450 | 0.30 389 |
|
| tt45 |  | 3.20 180 | 0.95 124 | 4.36 126 | 3.73 219 | 1.86 312 | 8.19 374 | 2.05 302 | 9.12 190 | 3.36 128 | 5.60 238 | 4.42 137 | 4.61 210 | 2.39 140 | 11.00 320 | 1.96 199 | 0.00 1 | 0.04 180 | 0.00 1 | 0.01 214 | 0.32 361 | 0.10 193 |
|
| MoCha-V2 |  | 3.20 180 | 0.92 120 | 4.82 152 | 5.09 333 | 0.40 60 | 4.63 163 | 1.37 172 | 9.81 208 | 5.41 191 | 5.58 237 | 5.26 176 | 2.63 149 | 6.48 344 | 9.90 273 | 1.15 124 | 0.02 239 | 0.24 520 | 0.00 1 | 0.25 507 | 0.07 132 | 0.04 93 |
|
| Pointernet |  | 3.22 183 | 0.84 87 | 5.79 240 | 3.22 160 | 0.35 44 | 5.27 230 | 0.37 73 | 16.46 362 | 5.96 205 | 4.11 197 | 6.81 211 | 4.84 214 | 2.73 155 | 4.78 92 | 2.52 251 | 0.00 1 | 0.15 442 | 0.00 1 | 0.22 482 | 0.04 83 | 0.02 22 |
|
| SCV_C0 |  | 3.23 184 | 1.31 246 | 6.44 268 | 3.20 156 | 0.82 166 | 4.84 193 | 1.61 211 | 10.34 222 | 6.85 227 | 2.74 145 | 4.91 163 | 6.26 255 | 1.81 113 | 11.06 324 | 1.50 153 | 0.11 384 | 0.06 258 | 0.00 1 | 0.23 491 | 0.33 369 | 0.11 211 |
|
| MGS-Stereo |  | 3.26 185 | 1.29 238 | 6.73 278 | 3.30 170 | 0.47 79 | 4.89 196 | 1.55 199 | 6.15 84 | 8.88 283 | 4.31 201 | 10.15 263 | 5.48 233 | 1.27 79 | 8.09 195 | 1.97 202 | 0.04 301 | 0.01 51 | 0.02 302 | 0.00 1 | 0.57 478 | 0.04 93 |
|
| rrr |  | 3.26 185 | 1.57 350 | 7.72 332 | 3.36 175 | 0.60 112 | 4.93 199 | 1.59 205 | 10.72 234 | 5.11 182 | 3.79 182 | 4.58 142 | 4.53 206 | 4.00 206 | 10.13 282 | 2.09 217 | 0.00 1 | 0.06 258 | 0.00 1 | 0.22 482 | 0.12 203 | 0.18 299 |
|
| CroCo-Stereo |   | 3.27 187 | 1.90 442 | 7.18 302 | 8.50 554 | 1.11 206 | 0.96 4 | 0.97 134 | 10.18 217 | 8.20 265 | 3.59 176 | 4.69 150 | 8.02 304 | 4.53 240 | 2.75 26 | 2.34 237 | 0.01 152 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 351 | 0.11 211 |
| 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 |  | 3.28 188 | 1.20 205 | 5.94 246 | 3.67 211 | 0.85 169 | 4.84 193 | 1.75 250 | 10.18 217 | 6.44 215 | 2.60 135 | 6.15 199 | 6.33 258 | 3.16 169 | 10.08 280 | 1.62 167 | 0.00 1 | 0.12 402 | 0.00 1 | 0.00 1 | 0.30 339 | 0.33 403 |
|
| IGEVStereo-DCA |  | 3.31 189 | 1.57 350 | 6.20 259 | 3.36 175 | 0.60 112 | 4.93 199 | 1.70 228 | 13.26 288 | 5.04 173 | 3.79 182 | 4.58 142 | 4.53 206 | 4.00 206 | 10.13 282 | 2.09 217 | 0.00 1 | 0.06 258 | 0.00 1 | 0.18 456 | 0.12 203 | 0.14 250 |
|
| test_xeample3 |  | 3.34 190 | 1.54 333 | 7.67 328 | 3.33 173 | 0.68 128 | 5.74 275 | 1.63 214 | 12.05 252 | 3.88 141 | 6.71 255 | 3.81 115 | 3.17 164 | 3.34 179 | 10.59 295 | 2.07 214 | 0.00 1 | 0.02 114 | 0.00 1 | 0.27 520 | 0.13 212 | 0.16 280 |
|
| GCAP-Stereo-DPT-FT |  | 3.37 191 | 5.20 595 | 20.75 626 | 3.26 163 | 3.66 444 | 3.19 76 | 1.77 260 | 8.61 176 | 2.83 94 | 2.16 113 | 3.61 108 | 3.75 182 | 3.63 196 | 3.13 38 | 1.41 146 | 0.05 328 | 0.12 402 | 0.00 1 | 0.01 214 | 0.13 212 | 0.22 341 |
|
| GLC_STEREO |  | 3.40 192 | 1.06 152 | 3.44 57 | 6.52 466 | 0.20 5 | 4.76 185 | 1.66 219 | 8.97 185 | 6.59 219 | 5.39 236 | 9.04 242 | 5.23 226 | 2.03 120 | 9.76 268 | 2.77 268 | 0.01 152 | 0.03 155 | 0.21 506 | 0.00 1 | 0.23 284 | 0.06 141 |
|
| VMStereo-Base |   | 3.41 193 | 0.84 87 | 4.19 119 | 1.72 8 | 0.47 79 | 3.01 64 | 0.57 92 | 10.10 214 | 14.58 367 | 3.85 186 | 9.11 244 | 7.48 293 | 2.36 137 | 7.75 181 | 1.90 192 | 0.07 360 | 0.08 326 | 0.04 346 | 0.00 1 | 0.06 107 | 0.02 22 |
|
| GCAP-Stereo-DPT-20K |  | 3.44 194 | 0.76 57 | 17.99 602 | 1.92 12 | 2.08 337 | 4.60 160 | 1.60 208 | 7.55 132 | 3.25 117 | 2.62 137 | 5.03 170 | 3.50 175 | 4.57 243 | 1.99 5 | 0.60 26 | 0.04 301 | 0.16 453 | 0.00 1 | 0.20 475 | 0.89 535 | 9.42 691 |
|
| 999 |  | 3.44 194 | 0.92 120 | 4.78 148 | 4.69 301 | 2.34 358 | 7.58 363 | 2.20 308 | 9.81 208 | 6.11 209 | 2.96 153 | 4.79 158 | 5.07 219 | 2.27 135 | 12.10 393 | 2.76 267 | 0.03 280 | 0.09 345 | 0.00 1 | 0.00 1 | 0.29 330 | 0.10 193 |
|
| GCAPDPT-zeroshot4090 |  | 3.44 194 | 0.76 57 | 17.99 602 | 1.92 12 | 2.08 337 | 4.60 160 | 1.60 208 | 7.55 132 | 3.25 117 | 2.62 137 | 5.03 170 | 3.50 175 | 4.57 243 | 1.99 5 | 0.60 26 | 0.04 301 | 0.16 453 | 0.00 1 | 0.20 475 | 0.89 535 | 9.42 691 |
|
| DF |  | 3.48 197 | 1.24 222 | 6.65 274 | 4.11 247 | 1.07 201 | 4.50 147 | 1.71 241 | 8.04 152 | 4.39 153 | 3.91 191 | 9.37 249 | 9.95 334 | 1.48 94 | 9.73 267 | 2.61 256 | 0.01 152 | 0.22 501 | 0.00 1 | 0.33 548 | 0.06 107 | 0.16 280 |
|
| ff7 |  | 3.48 197 | 1.76 418 | 6.20 259 | 3.45 182 | 1.13 210 | 5.02 209 | 1.70 228 | 13.26 288 | 5.04 173 | 4.66 216 | 5.47 187 | 3.49 171 | 4.70 252 | 11.14 329 | 2.01 206 | 0.00 1 | 0.04 180 | 0.00 1 | 0.18 456 | 0.30 339 | 0.14 250 |
|
| ffff |  | 3.48 197 | 1.76 418 | 6.20 259 | 3.45 182 | 1.13 210 | 5.02 209 | 1.70 228 | 13.26 288 | 5.04 173 | 4.66 216 | 5.47 187 | 3.49 171 | 4.70 252 | 11.14 329 | 2.01 206 | 0.00 1 | 0.04 180 | 0.00 1 | 0.18 456 | 0.30 339 | 0.14 250 |
|
| 11t |  | 3.48 197 | 1.76 418 | 6.20 259 | 3.45 182 | 1.13 210 | 5.02 209 | 1.70 228 | 13.26 288 | 5.04 173 | 4.66 216 | 5.47 187 | 3.49 171 | 4.70 252 | 11.14 329 | 2.01 206 | 0.00 1 | 0.04 180 | 0.00 1 | 0.18 456 | 0.30 339 | 0.14 250 |
|
| ccc-4 |  | 3.48 197 | 1.76 418 | 6.20 259 | 3.45 182 | 1.13 210 | 5.02 209 | 1.70 228 | 13.26 288 | 5.04 173 | 4.66 216 | 5.47 187 | 3.49 171 | 4.70 252 | 11.14 329 | 2.01 206 | 0.00 1 | 0.04 180 | 0.00 1 | 0.18 456 | 0.30 339 | 0.14 250 |
|
| anonymousdsp |  | 3.51 202 | 1.75 412 | 5.66 231 | 3.49 190 | 1.13 210 | 5.04 215 | 1.74 247 | 13.69 302 | 5.07 178 | 4.83 221 | 5.42 182 | 4.25 195 | 4.44 229 | 11.14 329 | 1.98 203 | 0.00 1 | 0.04 180 | 0.00 1 | 0.18 456 | 0.31 351 | 0.13 239 |
|
| castereo++ |  | 3.52 203 | 1.28 234 | 3.96 98 | 3.76 224 | 2.61 375 | 16.87 556 | 1.95 291 | 7.57 134 | 8.51 273 | 2.26 116 | 4.54 141 | 5.10 220 | 2.04 122 | 8.75 224 | 0.74 46 | 0.00 1 | 0.15 442 | 0.00 1 | 0.35 553 | 0.05 100 | 0.02 22 |
|
| IGEV-Stereo |   | 3.52 203 | 1.75 412 | 5.67 232 | 3.49 190 | 1.12 208 | 5.04 215 | 1.73 243 | 13.70 303 | 5.07 178 | 4.83 221 | 5.42 182 | 4.27 196 | 4.43 228 | 11.15 334 | 1.98 203 | 0.00 1 | 0.04 180 | 0.00 1 | 0.18 456 | 0.31 351 | 0.12 222 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| Foundation-i1 |  | 3.56 205 | 0.63 22 | 2.94 22 | 3.20 156 | 3.52 437 | 6.18 310 | 4.51 428 | 12.68 273 | 5.38 189 | 5.96 249 | 6.16 200 | 7.37 291 | 4.87 265 | 6.38 129 | 1.27 135 | 0.02 239 | 0.09 345 | 0.00 1 | 0.00 1 | 0.03 52 | 0.04 93 |
|
| CREStereo |  | 3.58 206 | 1.05 151 | 3.35 49 | 2.17 32 | 0.59 108 | 5.61 257 | 0.40 74 | 10.50 226 | 13.34 350 | 6.93 262 | 10.44 271 | 5.29 229 | 3.47 184 | 5.82 115 | 2.62 259 | 0.01 152 | 0.01 51 | 0.02 302 | 0.01 214 | 0.04 83 | 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 |  | 3.59 207 | 1.07 159 | 3.81 87 | 2.80 106 | 0.52 95 | 4.98 204 | 1.18 149 | 10.35 223 | 12.97 339 | 4.54 210 | 10.75 282 | 3.89 187 | 3.27 174 | 8.78 225 | 2.63 260 | 0.03 280 | 0.03 155 | 0.09 415 | 0.00 1 | 0.12 203 | 0.04 93 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| ProNet |  | 3.61 208 | 1.91 445 | 6.17 258 | 3.31 172 | 0.67 127 | 5.51 244 | 6.46 501 | 12.60 271 | 6.23 210 | 3.18 162 | 4.80 159 | 3.64 180 | 3.57 190 | 11.15 334 | 2.11 221 | 0.02 239 | 0.21 491 | 0.01 269 | 0.01 214 | 0.41 407 | 0.14 250 |
|
| trnet |  | 3.62 209 | 0.95 124 | 3.30 45 | 2.21 36 | 0.56 102 | 5.67 270 | 0.42 76 | 10.62 232 | 13.30 348 | 6.89 260 | 10.45 272 | 5.78 239 | 3.69 197 | 5.80 114 | 2.61 256 | 0.00 1 | 0.02 114 | 0.03 322 | 0.01 214 | 0.04 83 | 0.02 22 |
|
| GCAP-BAT |  | 3.64 210 | 1.06 152 | 7.37 316 | 3.46 186 | 3.60 441 | 2.72 52 | 1.55 199 | 8.93 183 | 12.16 325 | 4.62 212 | 6.47 205 | 7.18 284 | 1.80 111 | 9.68 264 | 1.82 187 | 0.04 301 | 0.10 367 | 0.00 1 | 0.01 214 | 0.07 132 | 0.14 250 |
|
| GCAPDPT-zeroshot |  | 3.64 210 | 1.06 152 | 7.35 315 | 3.46 186 | 3.60 441 | 2.72 52 | 1.55 199 | 8.93 183 | 12.16 325 | 4.62 212 | 6.47 205 | 7.18 284 | 1.80 111 | 9.68 264 | 1.81 185 | 0.04 301 | 0.10 367 | 0.00 1 | 0.01 214 | 0.07 132 | 0.14 250 |
|
| U |  | 3.65 212 | 0.64 25 | 5.91 244 | 3.91 234 | 11.89 683 | 11.50 434 | 0.20 59 | 7.66 138 | 5.38 189 | 1.79 88 | 2.55 78 | 0.76 50 | 1.61 97 | 2.34 14 | 0.70 43 | 0.00 1 | 0.04 180 | 10.60 696 | 5.47 685 | 0.04 83 | 0.02 22 |
|
| water-stereo |  | 3.66 213 | 0.84 87 | 4.79 151 | 3.60 207 | 0.79 159 | 5.03 214 | 0.89 127 | 12.93 278 | 5.45 194 | 5.82 242 | 14.74 327 | 6.51 265 | 4.76 262 | 3.37 43 | 3.26 307 | 0.03 280 | 0.13 418 | 0.09 415 | 0.04 312 | 0.06 107 | 0.07 159 |
|
| Anonymus123 |  | 3.68 214 | 1.51 322 | 15.51 570 | 2.95 131 | 1.03 193 | 12.63 457 | 3.41 383 | 11.91 249 | 5.56 197 | 2.75 146 | 1.76 63 | 2.49 143 | 0.78 48 | 7.72 178 | 3.07 293 | 0.01 152 | 0.03 155 | 0.04 346 | 0.09 401 | 0.09 161 | 0.17 289 |
|
| Occ-G |  | 3.68 214 | 1.07 159 | 4.68 141 | 3.11 148 | 1.26 230 | 3.63 100 | 6.75 515 | 7.88 144 | 4.90 170 | 4.37 206 | 8.36 233 | 9.68 331 | 4.39 223 | 9.65 262 | 3.23 306 | 0.00 1 | 0.11 389 | 0.00 1 | 0.19 469 | 0.19 256 | 0.07 159 |
|
| DA |  | 3.70 216 | 0.83 81 | 4.78 148 | 5.07 330 | 0.70 134 | 16.50 550 | 1.94 288 | 9.42 192 | 7.22 242 | 4.02 193 | 6.78 208 | 5.96 244 | 4.49 236 | 4.16 72 | 1.54 157 | 0.05 328 | 0.12 402 | 0.00 1 | 0.00 1 | 0.06 107 | 0.26 370 |
|
| GGEV |  | 3.70 216 | 0.83 81 | 4.78 148 | 5.07 330 | 0.70 134 | 16.50 550 | 1.94 288 | 9.42 192 | 7.22 242 | 4.02 193 | 6.78 208 | 5.96 244 | 4.49 236 | 4.16 72 | 1.54 157 | 0.05 328 | 0.12 402 | 0.00 1 | 0.00 1 | 0.06 107 | 0.26 370 |
|
| rvit_stereo_0081_aga |  | 3.72 218 | 2.39 508 | 8.60 385 | 5.27 363 | 2.99 407 | 5.02 209 | 1.94 288 | 8.12 157 | 6.24 211 | 6.74 256 | 6.85 213 | 5.85 242 | 3.28 176 | 7.31 163 | 3.04 289 | 0.02 239 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 484 | 0.22 341 |
|
| GCAP-Stereo |  | 3.72 218 | 1.60 360 | 7.39 317 | 4.24 261 | 0.37 53 | 5.78 277 | 1.12 144 | 12.28 256 | 6.53 218 | 8.35 281 | 9.69 253 | 6.62 266 | 3.57 190 | 4.58 90 | 1.91 194 | 0.00 1 | 0.07 288 | 0.05 357 | 0.00 1 | 0.25 297 | 0.04 93 |
|
| LoS_RVC |  | 3.72 218 | 2.57 521 | 3.90 94 | 4.27 268 | 7.61 635 | 5.39 238 | 2.90 361 | 7.29 126 | 3.84 139 | 3.67 179 | 10.20 265 | 3.66 181 | 4.48 234 | 6.19 126 | 2.14 225 | 0.01 152 | 0.03 155 | 0.00 1 | 0.00 1 | 0.06 107 | 6.15 660 |
|
| HART |  | 3.80 221 | 1.52 326 | 5.45 207 | 4.85 314 | 0.51 91 | 4.41 143 | 0.76 113 | 12.59 270 | 5.08 181 | 5.95 248 | 12.76 308 | 6.87 273 | 1.72 106 | 10.71 302 | 1.84 188 | 0.00 1 | 0.13 418 | 0.10 434 | 0.00 1 | 0.45 419 | 0.26 370 |
|
| FAST (zero-shot) |  | 3.82 222 | 1.49 313 | 9.02 411 | 10.34 607 | 11.08 675 | 4.96 203 | 2.52 337 | 10.78 237 | 4.74 160 | 1.82 90 | 3.67 110 | 1.22 68 | 2.64 151 | 8.20 199 | 1.52 155 | 0.08 364 | 2.06 664 | 0.00 1 | 0.04 312 | 0.21 265 | 0.03 60 |
|
| DN |  | 3.83 223 | 1.19 203 | 4.90 158 | 4.27 268 | 3.75 449 | 6.26 315 | 0.71 107 | 11.51 244 | 11.19 315 | 3.90 188 | 5.72 195 | 10.08 336 | 2.26 134 | 7.28 160 | 1.96 199 | 0.00 1 | 0.20 483 | 0.32 542 | 0.32 543 | 0.32 361 | 0.53 463 |
|
| CES |  | 3.85 224 | 1.14 183 | 2.91 20 | 3.05 142 | 11.37 678 | 5.37 237 | 1.02 138 | 9.52 198 | 8.82 280 | 3.50 174 | 9.21 248 | 1.78 100 | 0.90 59 | 6.53 133 | 2.37 239 | 0.02 239 | 0.04 180 | 0.01 269 | 0.00 1 | 1.62 576 | 7.74 681 |
|
| WCG-NET |  | 3.86 225 | 0.96 130 | 5.80 241 | 2.92 125 | 0.28 18 | 4.48 146 | 1.80 265 | 7.23 123 | 15.03 370 | 8.77 292 | 9.58 252 | 6.94 277 | 4.20 215 | 6.92 151 | 2.05 211 | 0.00 1 | 0.08 326 | 0.00 1 | 0.00 1 | 0.14 218 | 0.08 174 |
|
| CASnet |  | 3.91 226 | 1.03 148 | 4.68 141 | 4.98 322 | 0.27 16 | 4.99 207 | 2.95 362 | 11.02 240 | 11.02 310 | 10.61 317 | 11.76 295 | 4.15 193 | 1.65 102 | 5.85 117 | 1.91 194 | 0.50 534 | 0.00 1 | 0.59 573 | 0.12 426 | 0.13 212 | 0.02 22 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| rvit_stereo_0081 |  | 3.93 227 | 1.78 427 | 8.60 385 | 6.26 448 | 1.73 294 | 3.48 92 | 2.36 322 | 7.71 140 | 15.81 389 | 4.41 207 | 5.39 180 | 5.14 222 | 3.94 202 | 7.95 188 | 3.57 318 | 0.01 152 | 0.01 51 | 0.00 1 | 0.01 214 | 0.39 399 | 0.10 193 |
|
| rvit_stereo_0082 |  | 3.93 227 | 1.78 427 | 8.60 385 | 6.26 448 | 1.73 294 | 3.48 92 | 2.36 322 | 7.71 140 | 15.81 389 | 4.41 207 | 5.39 180 | 5.14 222 | 3.94 202 | 7.95 188 | 3.57 318 | 0.01 152 | 0.01 51 | 0.00 1 | 0.01 214 | 0.39 399 | 0.10 193 |
|
| castereo |  | 3.96 229 | 1.45 295 | 4.33 123 | 3.73 219 | 1.04 196 | 6.35 320 | 7.23 532 | 9.95 211 | 15.86 392 | 3.01 156 | 7.69 228 | 3.59 178 | 7.43 374 | 5.17 102 | 1.88 190 | 0.03 280 | 0.13 418 | 0.00 1 | 0.26 513 | 0.07 132 | 0.03 60 |
|
| rvit_stereo_0080 |  | 3.98 230 | 2.11 485 | 7.62 325 | 3.68 213 | 1.90 321 | 4.16 122 | 7.60 539 | 9.69 203 | 8.13 262 | 5.08 229 | 7.39 222 | 6.27 256 | 4.44 229 | 6.73 144 | 3.92 344 | 0.20 429 | 0.01 51 | 0.00 1 | 0.00 1 | 0.55 469 | 0.12 222 |
|
| whm_eth |  | 3.98 230 | 2.11 485 | 7.62 325 | 3.68 213 | 1.90 321 | 4.16 122 | 7.60 539 | 9.69 203 | 8.13 262 | 5.08 229 | 7.39 222 | 6.27 256 | 4.44 229 | 6.73 144 | 3.92 344 | 0.20 429 | 0.01 51 | 0.00 1 | 0.00 1 | 0.55 469 | 0.12 222 |
|
| MC-Stereo |  | 3.99 232 | 0.95 124 | 4.70 145 | 5.09 333 | 0.44 76 | 3.77 106 | 1.79 263 | 9.86 210 | 7.05 239 | 6.34 253 | 13.35 315 | 6.83 272 | 6.34 339 | 10.80 309 | 1.75 179 | 0.00 1 | 0.11 389 | 0.06 380 | 0.24 501 | 0.12 203 | 0.14 250 |
|
| CroCo-Stereo Lap2 |  | 4.01 233 | 2.03 475 | 8.14 355 | 9.82 589 | 6.03 592 | 1.11 5 | 0.79 117 | 9.71 205 | 7.98 258 | 3.26 164 | 4.99 166 | 9.08 318 | 5.80 310 | 6.08 122 | 4.39 364 | 0.00 1 | 0.05 219 | 0.00 1 | 0.00 1 | 0.71 509 | 0.30 389 |
|
| depthmonostereo |  | 4.02 234 | 1.64 377 | 5.29 193 | 4.40 279 | 1.19 221 | 8.04 371 | 1.16 148 | 15.24 333 | 12.52 330 | 4.62 212 | 7.49 226 | 4.11 191 | 4.80 264 | 6.61 136 | 2.71 265 | 0.04 301 | 0.21 491 | 0.11 447 | 0.07 376 | 0.07 132 | 0.02 22 |
|
| MM-Stereo_test2 |  | 4.03 235 | 1.20 205 | 7.42 318 | 5.18 351 | 0.76 155 | 7.24 352 | 2.26 317 | 14.57 319 | 8.19 264 | 6.89 260 | 5.13 174 | 4.85 215 | 3.80 199 | 10.49 292 | 1.96 199 | 0.00 1 | 0.12 402 | 0.00 1 | 0.09 401 | 0.33 369 | 0.08 174 |
|
| GCAP-Stereo-DPT-36K |  | 4.05 236 | 10.05 647 | 27.86 645 | 2.06 24 | 3.89 455 | 3.82 108 | 1.73 243 | 8.20 159 | 3.20 113 | 2.36 123 | 4.75 153 | 2.89 158 | 2.70 153 | 4.26 77 | 0.58 23 | 0.04 301 | 0.14 435 | 0.00 1 | 0.44 582 | 0.47 433 | 1.52 578 |
|
| CAS++ |  | 4.07 237 | 1.67 386 | 6.02 251 | 4.17 251 | 1.02 191 | 4.26 132 | 1.68 223 | 19.10 417 | 10.01 300 | 9.18 295 | 9.17 246 | 1.98 115 | 1.41 89 | 9.54 258 | 1.73 177 | 0.02 239 | 0.05 219 | 0.00 1 | 0.00 1 | 0.32 361 | 0.11 211 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| GCAP-Stereo-DPT-50K |  | 4.15 238 | 9.32 638 | 33.97 664 | 2.49 74 | 3.65 443 | 2.87 60 | 1.51 189 | 8.07 154 | 2.71 85 | 2.04 106 | 4.75 153 | 3.05 160 | 3.21 170 | 2.20 11 | 0.66 35 | 0.03 280 | 0.19 477 | 0.00 1 | 0.41 570 | 0.75 520 | 1.05 546 |
|
| plain |  | 4.15 238 | 1.67 386 | 9.97 463 | 4.86 315 | 2.97 406 | 3.27 82 | 1.41 173 | 8.20 159 | 5.51 195 | 3.37 168 | 16.69 354 | 3.03 159 | 2.71 154 | 14.44 485 | 3.91 343 | 0.14 398 | 0.00 1 | 0.03 322 | 0.01 214 | 0.69 504 | 0.14 250 |
|
| PSi22 |  | 4.19 240 | 1.37 266 | 4.15 118 | 3.83 229 | 0.37 53 | 4.56 151 | 0.25 63 | 7.21 121 | 15.42 380 | 4.31 201 | 6.96 216 | 13.76 410 | 5.93 314 | 13.23 453 | 1.88 190 | 0.00 1 | 0.02 114 | 0.00 1 | 0.00 1 | 0.37 389 | 0.20 321 |
|
| DVStereo |   | 4.23 241 | 1.38 272 | 5.58 229 | 3.85 232 | 1.58 273 | 10.80 418 | 1.02 138 | 11.59 245 | 5.65 200 | 11.75 329 | 9.98 254 | 4.54 208 | 3.29 177 | 9.83 270 | 3.01 284 | 0.05 328 | 0.18 469 | 0.08 403 | 0.23 491 | 0.08 149 | 0.06 141 |
|
| quiztm |  | 4.28 242 | 1.71 397 | 5.37 199 | 4.86 315 | 5.11 538 | 4.60 160 | 2.84 359 | 13.08 286 | 7.79 256 | 8.37 283 | 11.40 291 | 6.75 270 | 2.57 149 | 7.18 158 | 2.59 255 | 0.80 582 | 0.03 155 | 0.00 1 | 0.07 376 | 0.41 407 | 0.11 211 |
|
| MIF-Stereo (partial) |  | 4.33 243 | 1.23 215 | 7.27 308 | 5.04 326 | 5.31 558 | 3.47 91 | 0.95 133 | 9.06 188 | 7.41 248 | 4.15 200 | 15.76 340 | 5.38 230 | 5.22 287 | 11.56 354 | 4.21 357 | 0.04 301 | 0.02 114 | 0.05 357 | 0.03 288 | 0.34 375 | 0.12 222 |
|
| MyStereo07 |  | 4.38 244 | 1.92 449 | 5.06 172 | 6.09 435 | 4.31 488 | 6.54 330 | 9.96 577 | 15.35 337 | 5.15 183 | 4.34 204 | 5.65 193 | 3.15 163 | 5.77 309 | 11.33 343 | 1.81 185 | 0.06 349 | 0.10 367 | 0.03 322 | 0.04 312 | 0.63 493 | 0.30 389 |
|
| SCION-Mon(vits-remp) |  | 4.42 245 | 4.67 582 | 14.97 565 | 10.56 613 | 8.33 647 | 29.06 654 | 0.13 40 | 6.02 73 | 2.87 96 | 1.35 46 | 2.11 65 | 0.30 17 | 0.36 16 | 6.72 142 | 0.83 62 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 259 | 0.02 11 | 0.02 22 |
|
| XX-TBD |  | 4.45 246 | 10.67 654 | 3.01 26 | 10.28 606 | 0.57 104 | 5.84 281 | 0.07 22 | 7.57 134 | 12.24 328 | 11.43 327 | 14.74 327 | 4.07 190 | 1.66 103 | 4.51 89 | 2.05 211 | 0.01 152 | 0.01 51 | 0.00 1 | 0.00 1 | 0.26 308 | 0.01 9 |
|
| rvit_stereo_0083 |  | 4.53 247 | 1.94 453 | 9.94 461 | 7.12 505 | 1.67 288 | 4.98 204 | 2.80 356 | 8.25 162 | 18.22 425 | 4.76 220 | 7.78 230 | 6.41 261 | 4.87 265 | 7.54 172 | 3.74 331 | 0.11 384 | 0.04 180 | 0.00 1 | 0.01 214 | 0.24 291 | 0.16 280 |
|
| FE-Mocha |  | 4.54 248 | 2.08 481 | 9.99 465 | 4.36 278 | 2.16 344 | 4.76 185 | 0.81 118 | 13.59 298 | 4.81 165 | 13.39 377 | 11.04 285 | 11.38 357 | 3.45 181 | 5.97 120 | 2.12 224 | 0.03 280 | 0.14 435 | 0.14 468 | 0.38 563 | 0.12 203 | 0.18 299 |
|
| Reg-Stereo(zero) |  | 4.54 248 | 0.68 34 | 4.39 129 | 3.20 156 | 1.30 234 | 3.29 84 | 0.89 127 | 16.64 365 | 12.89 338 | 10.01 304 | 10.70 279 | 10.29 339 | 4.51 239 | 8.83 231 | 2.63 260 | 0.01 152 | 0.14 435 | 0.00 1 | 0.13 431 | 0.03 52 | 0.17 289 |
|
| NLMM |  | 4.55 250 | 1.18 198 | 5.44 205 | 3.48 188 | 5.88 590 | 13.44 473 | 1.59 205 | 11.98 251 | 8.84 281 | 4.92 226 | 5.44 184 | 6.20 250 | 5.05 277 | 9.85 271 | 7.60 456 | 0.01 152 | 0.01 51 | 0.00 1 | 0.00 1 | 0.09 161 | 0.10 193 |
|
| WQFJA1 |  | 4.56 251 | 1.18 198 | 5.44 205 | 3.48 188 | 5.88 590 | 13.44 473 | 1.59 205 | 11.97 250 | 8.85 282 | 4.92 226 | 5.44 184 | 6.20 250 | 5.05 277 | 10.03 279 | 7.60 456 | 0.01 152 | 0.01 51 | 0.00 1 | 0.00 1 | 0.09 161 | 0.10 193 |
|
| WCG-NET(raft) |  | 4.57 252 | 1.16 192 | 6.01 250 | 2.95 131 | 0.19 4 | 5.09 219 | 2.01 297 | 10.28 220 | 15.34 378 | 8.64 290 | 11.43 292 | 9.63 329 | 5.06 279 | 10.96 318 | 2.19 228 | 0.00 1 | 0.13 418 | 0.00 1 | 0.01 214 | 0.14 218 | 0.12 222 |
|
| SE |  | 4.60 253 | 1.47 299 | 5.19 184 | 4.23 259 | 0.85 169 | 9.99 396 | 4.88 443 | 12.51 263 | 10.59 305 | 10.28 312 | 11.98 300 | 4.92 217 | 5.94 315 | 3.97 66 | 1.76 180 | 2.49 649 | 0.07 288 | 0.26 521 | 0.19 469 | 0.37 389 | 0.12 222 |
|
| CREStereo++_RVC |  | 4.61 254 | 0.99 139 | 3.70 78 | 4.08 243 | 2.01 332 | 3.94 112 | 0.10 32 | 9.10 189 | 16.94 404 | 8.65 291 | 16.77 356 | 4.46 201 | 2.18 127 | 5.72 112 | 3.12 297 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 706 | 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 |  | 4.68 255 | 1.09 168 | 5.54 220 | 4.07 240 | 5.82 585 | 10.92 425 | 3.99 406 | 10.31 221 | 10.17 301 | 5.90 243 | 4.99 166 | 5.79 240 | 5.18 284 | 12.80 432 | 6.89 435 | 0.01 152 | 0.00 1 | 0.01 269 | 0.00 1 | 0.15 226 | 0.06 141 |
|
| iRaftStereo_RVC |  | 4.68 255 | 1.51 322 | 6.89 291 | 4.91 320 | 0.72 148 | 5.26 229 | 0.46 82 | 17.60 379 | 10.47 304 | 9.53 299 | 15.13 332 | 5.75 238 | 3.24 173 | 8.93 235 | 2.22 231 | 0.00 1 | 0.09 345 | 0.00 1 | 0.00 1 | 0.46 425 | 0.41 431 |
|
| WQFJX |  | 4.69 257 | 1.22 210 | 5.36 198 | 3.29 169 | 5.73 581 | 14.19 490 | 1.93 286 | 11.24 242 | 8.68 275 | 5.78 241 | 5.47 187 | 5.72 237 | 5.99 321 | 12.05 385 | 6.87 433 | 0.02 239 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 197 | 0.15 271 |
|
| Former-RAFT_DAM_RVC |  | 4.69 257 | 2.56 520 | 8.72 390 | 4.26 267 | 3.52 437 | 9.22 389 | 1.48 180 | 13.54 296 | 18.88 433 | 7.47 271 | 7.08 218 | 2.04 122 | 2.24 129 | 9.66 263 | 2.27 234 | 0.05 328 | 0.02 114 | 0.07 392 | 0.00 1 | 0.53 462 | 0.21 333 |
|
| TANstereo |  | 4.70 259 | 1.08 162 | 4.01 102 | 3.53 196 | 0.47 79 | 14.26 491 | 0.15 50 | 8.67 181 | 12.54 331 | 12.50 342 | 18.43 376 | 5.20 224 | 4.54 242 | 5.68 110 | 2.07 214 | 0.00 1 | 0.13 418 | 0.00 1 | 0.01 214 | 0.02 11 | 0.63 484 |
|
| Weightmod |  | 4.73 260 | 1.47 299 | 4.38 128 | 2.73 100 | 2.87 395 | 10.79 417 | 1.76 256 | 11.42 243 | 9.66 291 | 8.14 276 | 10.48 274 | 9.45 325 | 6.51 348 | 9.57 260 | 3.48 316 | 0.87 595 | 0.25 528 | 0.06 380 | 0.02 259 | 0.55 469 | 0.18 299 |
|
| rvit_stereo_ft |  | 4.73 260 | 2.68 526 | 9.30 428 | 11.34 635 | 2.74 387 | 4.18 126 | 8.45 550 | 9.77 207 | 9.90 299 | 4.04 195 | 6.26 201 | 6.73 268 | 4.72 258 | 8.99 239 | 5.03 389 | 0.01 152 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 322 | 0.09 181 |
|
| MSKI-zero shot |  | 4.76 262 | 1.56 346 | 5.98 248 | 5.14 344 | 1.13 210 | 6.55 332 | 1.55 199 | 12.76 275 | 8.06 260 | 10.44 315 | 11.50 293 | 13.47 406 | 2.38 138 | 12.07 391 | 1.90 192 | 0.01 152 | 0.20 483 | 0.02 302 | 0.29 527 | 0.14 218 | 0.14 250 |
|
| Weightmod_eth |  | 4.78 263 | 1.21 208 | 4.72 147 | 4.31 276 | 4.65 514 | 7.97 369 | 2.77 352 | 13.53 295 | 6.62 220 | 7.96 275 | 8.11 232 | 9.28 320 | 8.39 399 | 9.49 256 | 1.48 150 | 4.37 671 | 0.10 367 | 0.00 1 | 0.00 1 | 0.51 454 | 0.18 299 |
|
| NLSM1 |  | 4.91 264 | 1.17 195 | 5.72 236 | 4.31 276 | 5.71 580 | 13.78 479 | 1.41 173 | 14.12 313 | 9.85 297 | 5.22 233 | 10.88 284 | 4.43 200 | 4.74 260 | 10.99 319 | 5.64 409 | 0.00 1 | 0.00 1 | 0.01 269 | 0.00 1 | 0.09 161 | 0.04 93 |
|
| GGDA |   | 4.98 265 | 1.35 262 | 5.28 190 | 3.28 167 | 1.27 231 | 5.60 256 | 1.68 223 | 13.06 285 | 14.02 356 | 10.05 305 | 15.39 335 | 7.15 281 | 5.21 286 | 11.58 356 | 4.40 365 | 0.01 152 | 0.01 51 | 0.01 269 | 0.00 1 | 0.11 197 | 0.05 125 |
|
| NLCSM |  | 4.99 266 | 1.39 275 | 5.75 237 | 5.86 410 | 5.86 589 | 11.21 431 | 3.80 401 | 10.71 233 | 8.54 274 | 8.36 282 | 5.25 175 | 4.57 209 | 6.65 351 | 13.57 464 | 7.59 455 | 0.29 475 | 0.01 51 | 0.00 1 | 0.01 214 | 0.24 291 | 0.13 239 |
|
| MM-Stereo_test1 |  | 5.04 267 | 1.17 195 | 6.08 253 | 5.38 372 | 0.80 163 | 4.99 207 | 7.07 524 | 13.43 294 | 12.00 323 | 12.94 362 | 10.20 265 | 5.92 243 | 6.69 352 | 11.26 341 | 2.19 228 | 0.01 152 | 0.11 389 | 0.00 1 | 0.00 1 | 0.42 411 | 0.07 159 |
|
| sCroCo_RVC |  | 5.06 268 | 3.29 549 | 16.45 584 | 10.72 617 | 6.64 608 | 5.83 279 | 2.74 350 | 9.67 201 | 8.06 260 | 3.66 178 | 9.20 247 | 4.81 213 | 4.95 270 | 8.12 197 | 4.64 373 | 0.64 561 | 0.50 598 | 0.06 380 | 0.03 288 | 0.70 507 | 0.42 434 |
|
| RT-Monster |  | 5.07 269 | 1.10 170 | 4.69 143 | 3.44 181 | 4.24 479 | 5.19 224 | 0.81 118 | 12.47 260 | 19.77 439 | 13.38 376 | 13.37 316 | 9.84 332 | 3.27 174 | 7.69 176 | 1.91 194 | 0.04 301 | 0.08 326 | 0.00 1 | 0.00 1 | 0.05 100 | 0.12 222 |
|
| RAFT-Stereo-weight |  | 5.07 269 | 0.93 123 | 5.57 226 | 4.24 261 | 0.72 148 | 6.05 307 | 1.63 214 | 17.77 384 | 17.16 405 | 10.99 323 | 10.22 267 | 12.06 375 | 1.67 104 | 9.25 249 | 2.69 263 | 0.06 349 | 0.11 389 | 0.00 1 | 0.00 1 | 0.15 226 | 0.12 222 |
|
| tg |  | 5.09 271 | 1.48 306 | 6.73 278 | 4.83 310 | 1.23 227 | 7.57 362 | 0.49 84 | 18.35 398 | 11.87 319 | 9.28 297 | 14.61 324 | 7.15 281 | 4.12 210 | 10.58 293 | 2.74 266 | 0.00 1 | 0.04 180 | 0.00 1 | 0.00 1 | 0.45 419 | 0.36 416 |
|
| model_zeroshot |  | 5.12 272 | 1.53 328 | 9.70 453 | 5.33 368 | 1.54 272 | 8.71 382 | 2.23 314 | 15.60 344 | 8.29 268 | 13.74 381 | 10.02 259 | 10.57 343 | 2.97 162 | 8.47 206 | 2.61 256 | 0.02 239 | 0.18 469 | 0.14 468 | 0.25 507 | 0.06 107 | 0.34 407 |
|
| AE-Stereo |  | 5.15 273 | 1.56 346 | 7.99 347 | 8.70 557 | 2.18 345 | 9.12 388 | 3.02 366 | 11.78 247 | 13.30 348 | 4.34 204 | 12.84 309 | 10.83 346 | 4.53 240 | 8.71 222 | 2.82 273 | 0.04 301 | 0.44 582 | 0.05 357 | 0.33 548 | 0.20 260 | 0.17 289 |
|
| 4D-IteraStereo |  | 5.15 273 | 1.47 299 | 7.98 345 | 4.89 319 | 4.69 515 | 6.25 313 | 1.85 274 | 13.23 287 | 16.30 395 | 14.18 387 | 11.26 288 | 8.33 308 | 1.61 97 | 8.07 192 | 2.42 241 | 0.00 1 | 0.05 219 | 0.08 403 | 0.01 214 | 0.19 256 | 0.15 271 |
|
| ManiGeoR |   | 5.19 275 | 1.66 383 | 8.59 383 | 3.09 146 | 3.05 409 | 5.94 291 | 1.66 219 | 19.05 414 | 9.74 293 | 6.25 250 | 14.27 321 | 6.24 253 | 4.97 272 | 12.44 410 | 6.57 428 | 0.01 152 | 0.00 1 | 0.05 357 | 0.00 1 | 0.15 226 | 0.03 60 |
|
| HLf10 |  | 5.19 275 | 1.66 383 | 8.59 383 | 3.09 146 | 3.05 409 | 5.94 291 | 1.66 219 | 19.05 414 | 9.74 293 | 6.25 250 | 14.27 321 | 6.24 253 | 4.97 272 | 12.44 410 | 6.57 428 | 0.01 152 | 0.00 1 | 0.05 357 | 0.00 1 | 0.15 226 | 0.03 60 |
|
| CAS |  | 5.20 277 | 0.78 62 | 3.30 45 | 17.06 677 | 7.59 634 | 8.07 372 | 6.31 491 | 9.46 197 | 9.09 284 | 4.57 211 | 10.67 277 | 1.91 114 | 1.22 77 | 4.18 74 | 2.16 226 | 10.33 697 | 0.02 114 | 0.00 1 | 0.02 259 | 0.44 417 | 6.83 669 |
|
| test_1 |  | 5.20 277 | 1.06 152 | 7.72 332 | 4.21 258 | 0.59 108 | 6.69 335 | 3.03 367 | 12.98 281 | 17.51 414 | 12.35 340 | 8.66 237 | 13.20 397 | 4.12 210 | 9.00 241 | 2.11 221 | 0.00 1 | 0.05 219 | 0.00 1 | 0.32 543 | 0.25 297 | 0.18 299 |
|
| NLMM1 |  | 5.21 279 | 1.29 238 | 6.55 271 | 3.79 226 | 5.49 567 | 12.43 454 | 3.31 380 | 12.18 255 | 15.22 373 | 7.19 270 | 8.46 234 | 5.22 225 | 4.60 247 | 12.03 381 | 6.29 424 | 0.00 1 | 0.02 114 | 0.00 1 | 0.00 1 | 0.10 185 | 0.07 159 |
|
| test-3 |  | 5.21 279 | 1.06 152 | 7.71 331 | 4.19 256 | 0.59 108 | 6.72 338 | 3.01 365 | 12.96 279 | 17.49 413 | 12.53 350 | 8.65 235 | 13.20 397 | 4.14 212 | 9.00 241 | 2.11 221 | 0.00 1 | 0.05 219 | 0.00 1 | 0.32 543 | 0.25 297 | 0.18 299 |
|
| EAI-Stereo |  | 5.21 279 | 1.74 403 | 8.46 375 | 5.69 391 | 1.37 255 | 5.67 270 | 3.52 389 | 18.77 407 | 5.65 200 | 9.75 300 | 16.08 344 | 6.36 259 | 3.57 190 | 11.73 369 | 3.64 323 | 0.01 152 | 0.33 559 | 0.03 322 | 1.06 631 | 0.21 265 | 0.65 492 |
|
| TestStereo_HL2 |  | 5.22 282 | 1.38 272 | 5.53 217 | 3.26 163 | 1.86 312 | 5.59 254 | 2.00 295 | 12.91 277 | 13.35 351 | 10.93 322 | 18.83 383 | 7.13 279 | 5.06 279 | 11.93 378 | 4.59 371 | 0.01 152 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 149 | 0.02 22 |
|
| tt1 |  | 5.27 283 | 1.99 460 | 5.11 174 | 6.02 431 | 0.26 10 | 10.59 412 | 4.22 420 | 18.45 400 | 16.31 396 | 6.75 257 | 8.95 241 | 4.75 212 | 9.15 416 | 10.82 311 | 1.61 165 | 0.00 1 | 0.05 219 | 0.00 1 | 0.04 312 | 0.26 308 | 0.14 250 |
|
| IGEV-FE |  | 5.28 284 | 2.03 475 | 14.26 552 | 6.10 438 | 1.33 245 | 4.32 134 | 1.03 141 | 14.46 314 | 6.50 216 | 13.33 374 | 11.86 296 | 11.00 348 | 3.47 184 | 10.71 302 | 3.65 325 | 0.03 280 | 0.22 501 | 0.15 475 | 0.26 513 | 0.80 525 | 0.20 321 |
|
| ACVNet-DCA |  | 5.28 284 | 2.00 462 | 4.99 164 | 5.89 412 | 0.26 10 | 10.85 420 | 5.38 454 | 20.20 431 | 11.88 320 | 6.95 263 | 10.01 255 | 4.49 203 | 9.78 432 | 10.79 306 | 1.59 162 | 0.00 1 | 0.05 219 | 0.00 1 | 0.04 312 | 0.25 297 | 0.20 321 |
|
| IGEV_Zeroshot_test |  | 5.28 284 | 2.03 475 | 14.26 552 | 6.09 435 | 1.33 245 | 4.32 134 | 1.03 141 | 14.46 314 | 6.50 216 | 13.33 374 | 11.89 297 | 11.01 349 | 3.45 181 | 10.71 302 | 3.64 323 | 0.03 280 | 0.22 501 | 0.15 475 | 0.26 513 | 0.80 525 | 0.20 321 |
|
| HLf8 |  | 5.31 287 | 1.68 392 | 7.70 330 | 3.15 151 | 2.75 388 | 7.19 350 | 1.88 277 | 17.68 381 | 16.71 400 | 7.82 273 | 13.88 318 | 6.00 246 | 3.75 198 | 11.89 377 | 3.81 337 | 0.01 152 | 0.00 1 | 0.01 269 | 0.00 1 | 0.15 226 | 0.04 93 |
|
| RCA-Stereo |  | 5.32 288 | 1.08 162 | 5.91 244 | 4.29 274 | 0.51 91 | 5.65 260 | 4.12 413 | 16.97 369 | 18.67 430 | 8.27 280 | 14.16 319 | 8.86 313 | 8.90 411 | 6.45 131 | 2.18 227 | 0.00 1 | 0.07 288 | 0.10 434 | 0.00 1 | 0.10 185 | 0.07 159 |
|
| cc1 |  | 5.34 289 | 2.00 462 | 4.99 164 | 5.89 412 | 0.26 10 | 10.85 420 | 5.38 454 | 17.85 388 | 15.48 382 | 6.95 263 | 10.01 255 | 4.49 203 | 9.78 432 | 10.79 306 | 1.59 162 | 0.00 1 | 0.05 219 | 0.00 1 | 0.04 312 | 0.30 339 | 0.13 239 |
|
| PMTNet |  | 5.36 290 | 0.97 132 | 3.42 54 | 1.97 15 | 1.30 234 | 8.96 383 | 0.69 104 | 12.33 257 | 12.16 325 | 8.50 287 | 11.35 289 | 6.09 247 | 4.50 238 | 9.34 253 | 2.70 264 | 22.71 713 | 0.01 51 | 0.04 346 | 0.02 259 | 0.06 107 | 0.01 9 |
|
| cross-raft |  | 5.37 291 | 1.23 215 | 6.66 276 | 5.91 417 | 1.25 228 | 6.00 297 | 1.48 180 | 15.82 350 | 7.70 254 | 12.95 363 | 20.80 418 | 11.63 360 | 4.42 224 | 8.59 211 | 2.23 232 | 0.01 152 | 0.21 491 | 0.00 1 | 0.22 482 | 0.21 265 | 0.10 193 |
|
| xyz-stereo-finetune |  | 5.39 292 | 1.47 299 | 5.53 217 | 2.65 92 | 0.30 23 | 11.94 442 | 3.28 372 | 12.96 279 | 21.28 459 | 8.14 276 | 12.32 305 | 6.19 249 | 3.62 195 | 11.80 373 | 5.98 415 | 0.01 152 | 0.02 114 | 0.00 1 | 0.02 259 | 0.16 237 | 0.04 93 |
|
| TestStereo-Hl |   | 5.40 293 | 1.33 253 | 5.55 221 | 3.00 138 | 0.89 177 | 5.51 244 | 4.03 409 | 14.53 317 | 13.48 352 | 10.10 307 | 16.08 344 | 8.99 315 | 8.18 395 | 12.60 423 | 3.48 316 | 0.05 328 | 0.03 155 | 0.01 269 | 0.00 1 | 0.16 237 | 0.06 141 |
|
| HH |  | 5.47 294 | 2.08 481 | 9.00 405 | 4.88 317 | 1.07 201 | 4.93 199 | 3.60 396 | 16.68 366 | 6.83 225 | 8.39 284 | 12.14 302 | 15.05 429 | 9.06 414 | 12.68 424 | 1.93 197 | 0.02 239 | 0.17 460 | 0.18 490 | 0.00 1 | 0.28 322 | 0.48 453 |
|
| HanStereo |  | 5.47 294 | 2.08 481 | 9.00 405 | 4.88 317 | 1.07 201 | 4.93 199 | 3.60 396 | 16.68 366 | 6.83 225 | 8.39 284 | 12.14 302 | 15.05 429 | 9.06 414 | 12.68 424 | 1.93 197 | 0.02 239 | 0.17 460 | 0.18 490 | 0.00 1 | 0.28 322 | 0.48 453 |
|
| test_4 |  | 5.47 294 | 0.98 134 | 5.56 225 | 6.55 470 | 0.62 115 | 5.53 247 | 1.88 277 | 11.68 246 | 6.00 206 | 12.60 354 | 30.86 551 | 7.48 293 | 3.87 200 | 12.25 401 | 2.97 281 | 0.00 1 | 0.07 288 | 0.03 322 | 0.14 437 | 0.34 375 | 0.04 93 |
|
| HUI-Stereo |  | 5.48 297 | 1.74 403 | 9.01 407 | 5.08 332 | 0.42 68 | 5.65 260 | 2.77 352 | 12.55 269 | 7.03 238 | 12.54 352 | 18.10 370 | 13.07 395 | 6.71 353 | 9.92 274 | 3.74 331 | 0.61 554 | 0.08 326 | 0.09 415 | 0.00 1 | 0.22 269 | 0.23 352 |
|
| RAFT-Stereo + iAFF |  | 5.48 297 | 1.66 383 | 7.56 321 | 3.49 190 | 0.40 60 | 2.75 54 | 0.67 100 | 16.07 356 | 14.76 368 | 12.27 337 | 18.67 381 | 11.95 370 | 8.08 393 | 7.84 184 | 2.89 275 | 0.01 152 | 0.06 258 | 0.00 1 | 0.00 1 | 0.37 389 | 0.04 93 |
|
| ROB_FTStereo |  | 5.49 299 | 1.74 403 | 8.96 402 | 5.09 333 | 0.42 68 | 5.65 260 | 1.68 223 | 12.53 268 | 7.00 231 | 12.53 350 | 18.00 367 | 13.02 391 | 6.74 356 | 11.51 351 | 3.81 337 | 0.60 550 | 0.09 345 | 0.09 415 | 0.00 1 | 0.22 269 | 0.22 341 |
|
| PSM-adaLoss |  | 5.50 300 | 1.74 403 | 9.03 412 | 5.09 333 | 0.42 68 | 5.66 265 | 1.98 294 | 12.50 261 | 7.01 236 | 12.52 344 | 18.13 373 | 12.96 387 | 6.77 361 | 11.11 327 | 3.83 339 | 0.72 567 | 0.09 345 | 0.09 415 | 0.00 1 | 0.22 269 | 0.22 341 |
|
| ROB_FTStereo_v2 |  | 5.53 301 | 1.74 403 | 8.97 404 | 5.09 333 | 0.42 68 | 5.64 259 | 2.02 298 | 12.50 261 | 7.00 231 | 12.51 343 | 18.10 370 | 12.99 388 | 6.72 354 | 11.50 350 | 4.04 355 | 0.70 563 | 0.09 345 | 0.09 415 | 0.00 1 | 0.22 269 | 0.23 352 |
|
| CRE-IMP |  | 5.53 301 | 1.63 376 | 9.62 442 | 5.65 386 | 0.48 85 | 7.02 347 | 1.70 228 | 11.84 248 | 8.33 270 | 12.99 366 | 16.02 343 | 11.08 351 | 6.23 331 | 12.06 388 | 5.06 390 | 0.28 473 | 0.07 288 | 0.09 415 | 0.00 1 | 0.24 291 | 0.21 333 |
|
| RAFT-IKP |  | 5.53 301 | 1.74 403 | 8.95 399 | 5.09 333 | 0.41 63 | 5.45 241 | 2.08 303 | 12.52 265 | 7.00 231 | 12.52 344 | 18.13 373 | 12.93 386 | 6.79 362 | 11.59 359 | 3.99 350 | 0.80 582 | 0.09 345 | 0.09 415 | 0.00 1 | 0.22 269 | 0.22 341 |
|
| LL-Strereo2 |  | 5.54 304 | 2.17 492 | 9.12 418 | 5.65 386 | 2.54 371 | 6.48 326 | 2.27 318 | 15.08 328 | 7.79 256 | 10.99 323 | 10.26 268 | 15.94 444 | 3.50 188 | 13.25 454 | 3.63 322 | 0.00 1 | 0.13 418 | 1.34 630 | 0.10 413 | 0.30 339 | 0.19 316 |
|
| iGMRVC |  | 5.54 304 | 1.74 403 | 9.01 407 | 5.09 333 | 0.42 68 | 5.66 265 | 1.81 269 | 12.61 272 | 7.02 237 | 12.52 344 | 18.11 372 | 13.02 391 | 6.64 350 | 11.57 355 | 4.16 356 | 0.82 586 | 0.09 345 | 0.09 415 | 0.00 1 | 0.22 269 | 0.21 333 |
|
| Gwc-CoAtRS |  | 5.54 304 | 1.22 210 | 8.40 368 | 4.28 270 | 1.36 254 | 6.93 344 | 1.31 162 | 15.48 339 | 15.03 370 | 12.62 355 | 13.32 314 | 12.74 384 | 5.71 307 | 8.61 212 | 2.98 283 | 0.01 152 | 0.22 501 | 0.00 1 | 0.29 527 | 0.28 322 | 0.07 159 |
|
| test_3 |  | 5.55 307 | 1.02 143 | 8.07 352 | 6.18 443 | 0.54 98 | 9.00 384 | 3.28 372 | 13.55 297 | 18.66 429 | 11.97 334 | 8.89 240 | 13.98 412 | 4.05 208 | 8.96 237 | 2.10 220 | 0.00 1 | 0.05 219 | 0.00 1 | 0.31 540 | 0.26 308 | 0.18 299 |
|
| CFNet-RSSM |  | 5.55 307 | 1.08 162 | 8.60 385 | 4.30 275 | 1.21 224 | 6.42 325 | 1.25 156 | 16.12 358 | 17.84 418 | 13.12 367 | 11.14 287 | 11.84 365 | 5.52 296 | 9.14 246 | 2.35 238 | 0.01 152 | 0.20 483 | 0.00 1 | 0.36 556 | 0.34 375 | 0.07 159 |
|
| TestStereo_HLe17 |  | 5.56 309 | 1.69 395 | 9.09 416 | 3.07 143 | 2.43 364 | 7.21 351 | 2.98 363 | 17.93 391 | 16.13 394 | 8.49 286 | 16.14 347 | 5.57 236 | 4.29 219 | 12.87 434 | 3.21 304 | 0.04 301 | 0.00 1 | 0.01 269 | 0.00 1 | 0.10 185 | 0.04 93 |
|
| Patchmatch Stereo++ |  | 5.56 309 | 1.74 403 | 9.01 407 | 5.09 333 | 0.41 63 | 5.66 265 | 2.40 330 | 12.52 265 | 7.00 231 | 12.52 344 | 18.08 368 | 13.02 391 | 6.74 356 | 11.59 359 | 4.01 352 | 0.78 576 | 0.09 345 | 0.09 415 | 0.00 1 | 0.22 269 | 0.22 341 |
| 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 |  | 5.56 309 | 1.74 403 | 9.01 407 | 5.09 333 | 0.41 63 | 5.66 265 | 2.40 330 | 12.52 265 | 7.00 231 | 12.52 344 | 18.08 368 | 13.02 391 | 6.74 356 | 11.59 359 | 4.01 352 | 0.78 576 | 0.09 345 | 0.09 415 | 0.00 1 | 0.22 269 | 0.22 341 |
|
| raftrobust |  | 5.56 309 | 1.42 283 | 6.00 249 | 7.04 499 | 5.11 538 | 4.90 198 | 1.88 277 | 17.13 372 | 13.72 354 | 11.87 331 | 11.58 294 | 7.82 296 | 9.21 417 | 10.28 284 | 2.92 279 | 0.02 239 | 0.05 219 | 0.00 1 | 0.00 1 | 0.22 269 | 0.11 211 |
|
| monster_256*512 |  | 5.59 313 | 1.48 306 | 5.42 203 | 5.24 362 | 3.41 426 | 5.27 230 | 3.69 398 | 24.08 482 | 13.24 345 | 7.52 272 | 10.58 275 | 12.66 382 | 7.73 381 | 7.05 154 | 3.68 328 | 0.02 239 | 0.00 1 | 0.00 1 | 0.01 214 | 0.35 379 | 0.40 430 |
|
| 1test111 |  | 5.59 313 | 2.00 462 | 4.99 164 | 5.89 412 | 0.26 10 | 10.85 420 | 5.38 454 | 20.20 431 | 11.88 320 | 6.95 263 | 10.01 255 | 4.49 203 | 9.78 432 | 11.09 325 | 7.45 446 | 0.00 1 | 0.05 219 | 0.00 1 | 0.04 312 | 0.25 297 | 0.20 321 |
|
| xyz-stereo-finetune2 |  | 5.60 315 | 1.64 377 | 5.87 242 | 2.44 66 | 0.32 29 | 15.39 517 | 1.90 282 | 10.59 231 | 5.28 187 | 10.58 316 | 17.82 365 | 7.37 291 | 8.93 412 | 14.86 494 | 8.46 484 | 0.01 152 | 0.02 114 | 0.08 403 | 0.14 437 | 0.23 284 | 0.04 93 |
|
| test-1 |  | 5.62 316 | 1.53 328 | 14.78 563 | 7.44 518 | 1.11 206 | 7.99 370 | 1.19 150 | 13.03 283 | 12.04 324 | 9.39 298 | 15.23 334 | 11.15 354 | 5.56 299 | 7.06 155 | 3.57 318 | 0.07 360 | 0.50 598 | 0.00 1 | 0.10 413 | 0.16 237 | 0.47 449 |
|
| DeepStereo_RVC |  | 5.65 317 | 1.65 379 | 9.06 414 | 5.21 357 | 0.56 102 | 5.55 252 | 1.84 273 | 12.16 254 | 7.22 242 | 13.94 383 | 14.96 330 | 12.58 379 | 10.27 441 | 11.25 340 | 5.81 413 | 0.39 508 | 0.10 367 | 0.11 447 | 0.00 1 | 0.18 252 | 0.22 341 |
|
| HLF11 |  | 5.67 318 | 1.55 336 | 8.56 380 | 3.38 177 | 3.06 411 | 4.57 154 | 1.23 154 | 18.20 397 | 9.49 290 | 9.83 302 | 16.96 357 | 7.53 295 | 4.93 269 | 15.35 501 | 8.47 485 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.23 284 | 0.01 9 |
|
| MM-Stereo_test3 |  | 5.71 319 | 1.22 210 | 5.59 230 | 5.84 409 | 5.43 564 | 4.74 180 | 6.54 505 | 19.30 419 | 23.72 492 | 8.53 288 | 11.36 290 | 7.15 281 | 2.84 159 | 8.62 214 | 2.51 250 | 0.05 328 | 0.07 288 | 0.00 1 | 0.00 1 | 0.45 419 | 0.17 289 |
|
| EKT-Stereo |  | 5.73 320 | 1.42 283 | 7.85 336 | 7.16 507 | 5.35 560 | 5.22 225 | 4.41 424 | 18.13 396 | 14.05 357 | 8.77 292 | 12.85 310 | 9.55 327 | 4.26 218 | 11.19 336 | 2.45 247 | 0.45 522 | 0.23 509 | 0.07 392 | 0.10 413 | 0.16 237 | 0.87 525 |
|
| NRIStereo |  | 5.73 320 | 1.67 386 | 8.42 370 | 5.72 398 | 0.41 63 | 6.71 337 | 2.60 343 | 14.73 323 | 10.71 309 | 12.39 341 | 15.07 331 | 11.58 359 | 6.23 331 | 12.06 388 | 4.78 377 | 0.61 554 | 0.17 460 | 0.11 447 | 0.00 1 | 0.28 322 | 0.27 376 |
|
| rvit_0105_6 |  | 5.74 322 | 2.76 527 | 14.29 554 | 9.83 591 | 1.73 294 | 5.18 223 | 5.24 449 | 10.21 219 | 20.31 445 | 6.26 252 | 6.78 208 | 10.10 338 | 6.43 342 | 11.20 338 | 3.33 310 | 0.18 417 | 0.29 543 | 0.00 1 | 0.00 1 | 0.51 454 | 0.14 250 |
|
| RAFT-Test |  | 5.75 323 | 1.32 250 | 6.77 285 | 4.07 240 | 1.71 292 | 9.95 395 | 1.56 203 | 15.78 349 | 8.34 272 | 12.73 358 | 23.83 459 | 11.80 363 | 4.69 251 | 8.99 239 | 2.57 253 | 0.01 152 | 0.29 543 | 0.00 1 | 0.38 563 | 0.16 237 | 0.07 159 |
|
| Selective-RAFT |  | 5.78 324 | 0.83 81 | 10.24 474 | 6.70 482 | 0.72 148 | 15.49 522 | 1.13 146 | 13.82 311 | 15.41 379 | 6.97 267 | 6.97 217 | 11.63 360 | 8.27 397 | 12.32 403 | 4.73 375 | 0.10 377 | 0.01 51 | 0.00 1 | 0.26 513 | 0.07 132 | 0.03 60 |
|
| SMOE |  | 5.86 325 | 1.15 190 | 5.68 233 | 4.41 280 | 0.90 180 | 13.49 475 | 6.83 517 | 17.46 377 | 11.25 316 | 11.53 328 | 14.89 329 | 9.61 328 | 7.48 375 | 6.40 130 | 2.77 268 | 0.23 450 | 0.01 51 | 2.36 650 | 0.05 341 | 0.45 419 | 0.34 407 |
|
| 11t1 |  | 5.86 325 | 1.10 170 | 7.74 334 | 5.18 351 | 1.44 257 | 13.82 482 | 2.36 322 | 14.92 326 | 7.26 245 | 12.98 365 | 11.10 286 | 11.24 355 | 9.30 419 | 11.59 359 | 6.54 426 | 0.10 377 | 0.16 453 | 0.00 1 | 0.01 214 | 0.18 252 | 0.23 352 |
|
| s12784h |  | 5.87 327 | 0.88 103 | 4.11 114 | 3.01 139 | 0.51 91 | 18.49 577 | 0.98 136 | 18.89 411 | 17.60 415 | 12.52 344 | 12.46 306 | 7.87 299 | 5.01 276 | 11.05 323 | 3.13 299 | 0.73 571 | 0.01 51 | 0.04 346 | 0.00 1 | 0.07 132 | 0.01 9 |
|
| H2IRNET |  | 5.89 328 | 1.14 183 | 6.65 274 | 4.13 249 | 2.24 350 | 4.15 121 | 0.73 109 | 12.10 253 | 13.21 343 | 7.09 268 | 20.45 410 | 15.74 440 | 10.74 450 | 10.36 287 | 7.84 464 | 0.06 349 | 0.00 1 | 0.07 392 | 0.53 595 | 0.37 389 | 0.16 280 |
|
| anonymousdsp2 |  | 5.93 329 | 1.54 333 | 8.34 362 | 4.43 285 | 0.38 58 | 9.24 390 | 4.11 411 | 21.92 459 | 17.36 410 | 12.28 339 | 10.08 262 | 10.05 335 | 4.42 224 | 11.04 321 | 2.54 252 | 0.01 152 | 0.02 114 | 0.30 540 | 0.18 456 | 0.21 265 | 0.18 299 |
|
| GMStereo |   | 5.94 330 | 3.84 568 | 10.86 490 | 5.13 343 | 0.71 139 | 7.27 354 | 2.66 348 | 12.38 258 | 25.14 509 | 12.01 336 | 10.66 276 | 5.12 221 | 3.46 183 | 11.39 346 | 6.16 421 | 0.45 522 | 0.02 114 | 0.05 357 | 0.31 540 | 0.86 531 | 0.25 366 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| S0 |  | 5.95 331 | 1.20 205 | 5.32 194 | 4.51 288 | 2.78 391 | 18.26 572 | 13.84 632 | 12.84 276 | 7.10 240 | 11.37 326 | 13.26 313 | 8.10 305 | 5.94 315 | 8.70 221 | 2.58 254 | 1.95 635 | 0.27 536 | 0.15 475 | 0.07 376 | 0.45 419 | 0.20 321 |
|
| RALCasStereoNet |  | 5.95 331 | 2.02 472 | 7.09 301 | 7.06 500 | 5.10 537 | 6.36 321 | 5.44 460 | 13.97 312 | 13.25 346 | 9.93 303 | 17.45 361 | 10.37 341 | 3.89 201 | 11.64 364 | 4.24 360 | 0.02 239 | 0.46 589 | 0.10 434 | 0.00 1 | 0.20 260 | 0.31 397 |
|
| GMOStereo |  | 5.97 333 | 1.55 336 | 7.18 302 | 5.17 346 | 0.71 139 | 5.54 248 | 2.21 309 | 10.54 227 | 12.86 334 | 18.29 495 | 22.01 436 | 17.06 461 | 6.27 333 | 6.62 137 | 2.43 242 | 0.00 1 | 0.23 509 | 0.12 451 | 0.00 1 | 0.46 425 | 0.10 193 |
|
| error version |  | 5.97 333 | 1.55 336 | 7.18 302 | 5.17 346 | 0.71 139 | 5.54 248 | 2.21 309 | 10.54 227 | 12.86 334 | 18.29 495 | 22.01 436 | 17.06 461 | 6.27 333 | 6.62 137 | 2.43 242 | 0.00 1 | 0.23 509 | 0.12 451 | 0.00 1 | 0.46 425 | 0.10 193 |
|
| test-v |  | 5.97 333 | 1.55 336 | 7.18 302 | 5.17 346 | 0.71 139 | 5.54 248 | 2.21 309 | 10.54 227 | 12.86 334 | 18.29 495 | 22.01 436 | 17.06 461 | 6.27 333 | 6.62 137 | 2.43 242 | 0.00 1 | 0.23 509 | 0.12 451 | 0.00 1 | 0.46 425 | 0.10 193 |
|
| test-2 |  | 5.97 333 | 1.55 336 | 7.18 302 | 5.17 346 | 0.71 139 | 5.54 248 | 2.21 309 | 10.54 227 | 12.86 334 | 18.29 495 | 22.01 436 | 17.06 461 | 6.27 333 | 6.62 137 | 2.43 242 | 0.00 1 | 0.23 509 | 0.12 451 | 0.00 1 | 0.46 425 | 0.10 193 |
|
| xx1 |  | 5.99 337 | 2.00 462 | 4.99 164 | 5.89 412 | 0.26 10 | 10.85 420 | 5.38 454 | 17.84 386 | 15.48 382 | 6.95 263 | 10.01 255 | 16.02 447 | 11.15 462 | 10.79 306 | 1.59 162 | 0.00 1 | 0.05 219 | 0.02 302 | 0.05 341 | 0.25 297 | 0.20 321 |
|
| rafts_anoy |  | 6.02 338 | 1.67 386 | 6.27 265 | 6.53 467 | 4.98 527 | 5.30 232 | 2.53 338 | 13.77 308 | 21.01 453 | 12.70 357 | 16.23 349 | 8.56 311 | 5.65 305 | 9.09 244 | 5.22 396 | 0.04 301 | 0.31 551 | 0.09 415 | 0.03 288 | 0.25 297 | 0.17 289 |
|
| TestStereo |  | 6.02 338 | 2.55 519 | 7.33 314 | 5.57 382 | 1.68 291 | 6.05 307 | 1.78 262 | 13.73 305 | 16.40 399 | 10.87 321 | 23.79 458 | 9.00 316 | 5.63 304 | 11.26 341 | 3.96 347 | 0.09 369 | 0.01 51 | 0.00 1 | 0.00 1 | 0.69 504 | 0.01 9 |
|
| Any-RAFT |  | 6.04 340 | 1.16 192 | 4.52 135 | 4.47 286 | 1.20 222 | 10.46 404 | 1.97 293 | 21.84 454 | 15.52 384 | 11.21 325 | 19.37 389 | 13.34 400 | 4.72 258 | 8.65 218 | 2.03 210 | 0.01 152 | 0.19 477 | 0.00 1 | 0.00 1 | 0.04 83 | 0.08 174 |
|
| iRaft-Stereo_20w |  | 6.06 341 | 1.84 436 | 12.04 511 | 4.23 259 | 1.67 288 | 6.77 341 | 2.22 313 | 18.73 406 | 6.08 208 | 14.72 397 | 10.33 269 | 13.42 405 | 8.14 394 | 15.88 517 | 3.08 296 | 0.01 152 | 0.24 520 | 0.13 463 | 0.39 566 | 0.61 487 | 0.71 502 |
|
| DCRE |  | 6.07 342 | 1.75 412 | 8.41 369 | 7.20 508 | 3.82 454 | 6.48 326 | 4.18 419 | 15.52 341 | 10.42 303 | 9.24 296 | 22.47 447 | 11.71 362 | 5.46 293 | 10.62 297 | 3.02 287 | 0.02 239 | 0.26 532 | 0.05 357 | 0.30 535 | 0.15 226 | 0.24 359 |
|
| XX-Stereo |  | 6.14 343 | 1.47 299 | 9.11 417 | 11.87 642 | 6.76 612 | 3.27 82 | 0.93 131 | 15.13 330 | 5.43 192 | 8.79 294 | 28.46 513 | 13.71 409 | 2.22 128 | 11.51 351 | 2.07 214 | 0.20 429 | 0.24 520 | 0.08 403 | 0.29 527 | 1.04 545 | 0.13 239 |
|
| AFF-stereo |  | 6.17 344 | 1.61 365 | 7.02 298 | 4.08 243 | 0.64 119 | 3.53 97 | 0.76 113 | 16.00 354 | 13.14 341 | 12.86 359 | 25.42 475 | 15.67 439 | 7.86 386 | 11.12 328 | 3.21 304 | 0.02 239 | 0.06 258 | 0.00 1 | 0.00 1 | 0.40 404 | 0.08 174 |
|
| knoymous |  | 6.19 345 | 1.49 313 | 4.49 133 | 3.81 227 | 1.87 316 | 5.84 281 | 5.76 468 | 14.51 316 | 14.18 360 | 13.31 373 | 21.59 432 | 12.64 380 | 6.49 345 | 12.41 409 | 4.03 354 | 0.12 390 | 0.13 418 | 0.12 451 | 0.00 1 | 0.71 509 | 0.35 413 |
|
| TRStereo |  | 6.22 346 | 6.09 609 | 11.30 496 | 9.19 570 | 7.41 630 | 4.75 182 | 1.74 247 | 19.70 423 | 11.74 318 | 10.61 317 | 8.65 235 | 10.67 344 | 3.22 172 | 13.81 470 | 3.60 321 | 0.31 480 | 0.23 509 | 0.12 451 | 0.36 556 | 0.48 436 | 0.38 420 |
|
| AnonymousM |  | 6.33 347 | 11.42 662 | 3.06 31 | 3.93 235 | 1.49 264 | 4.54 150 | 3.29 374 | 11.00 239 | 7.70 254 | 16.52 450 | 9.38 250 | 9.07 317 | 3.97 204 | 7.10 156 | 3.01 284 | 0.43 518 | 0.07 288 | 22.69 709 | 7.67 695 | 0.06 107 | 0.21 333 |
|
| AIO-test1 |  | 6.38 348 | 1.41 282 | 5.70 235 | 9.77 587 | 5.61 571 | 9.09 386 | 1.79 263 | 21.63 452 | 20.69 449 | 6.75 257 | 17.68 363 | 8.19 306 | 4.99 274 | 10.38 288 | 3.16 300 | 0.01 152 | 0.01 51 | 0.00 1 | 0.13 431 | 0.28 322 | 0.26 370 |
|
| MyStereo06 |  | 6.40 349 | 1.76 418 | 13.15 526 | 6.19 444 | 4.40 496 | 7.09 348 | 9.95 575 | 16.68 366 | 6.98 230 | 12.91 360 | 10.76 283 | 17.84 482 | 5.71 307 | 9.97 277 | 3.39 313 | 0.06 349 | 0.10 367 | 0.02 302 | 0.04 312 | 0.73 514 | 0.29 386 |
|
| DCANet-4 |  | 6.41 350 | 1.02 143 | 9.66 447 | 3.41 179 | 0.68 128 | 4.73 175 | 1.70 228 | 17.70 382 | 24.33 502 | 15.10 408 | 20.25 404 | 6.45 263 | 8.65 403 | 8.47 206 | 5.31 400 | 0.01 152 | 0.04 180 | 0.00 1 | 0.00 1 | 0.09 161 | 0.63 484 |
|
| riskmin |  | 6.42 351 | 1.29 238 | 6.76 284 | 3.95 236 | 2.25 351 | 10.49 406 | 2.53 338 | 15.11 329 | 17.60 415 | 9.77 301 | 12.91 311 | 15.25 434 | 12.04 487 | 11.58 356 | 5.11 391 | 0.14 398 | 0.24 520 | 0.13 463 | 0.03 288 | 0.61 487 | 0.69 497 |
|
| DisPM |  | 6.43 352 | 1.31 246 | 8.36 364 | 6.61 477 | 1.06 200 | 5.83 279 | 3.82 403 | 13.04 284 | 11.63 317 | 16.38 445 | 23.88 461 | 12.80 385 | 6.50 346 | 13.03 448 | 3.04 289 | 0.51 537 | 0.01 51 | 0.08 403 | 0.15 446 | 0.10 185 | 0.42 434 |
|
| Lsterematch |  | 6.44 353 | 1.75 412 | 6.90 292 | 3.57 204 | 0.63 117 | 8.44 379 | 1.54 197 | 12.51 263 | 16.89 403 | 16.22 440 | 25.52 477 | 9.64 330 | 4.42 224 | 12.06 388 | 7.98 469 | 0.00 1 | 0.04 180 | 0.00 1 | 0.00 1 | 0.29 330 | 0.31 397 |
|
| DCANet |  | 6.46 354 | 1.59 356 | 7.28 309 | 3.51 195 | 0.68 128 | 4.77 190 | 1.75 250 | 15.33 335 | 23.62 487 | 15.55 424 | 20.73 417 | 7.31 288 | 11.56 477 | 8.83 231 | 5.26 398 | 0.00 1 | 0.05 219 | 0.00 1 | 0.00 1 | 0.26 308 | 1.11 552 |
|
| S |  | 6.47 355 | 1.14 183 | 6.16 257 | 3.77 225 | 5.27 553 | 15.96 530 | 7.30 533 | 15.06 327 | 16.00 393 | 13.40 378 | 17.00 358 | 6.36 259 | 8.81 409 | 7.41 167 | 3.32 309 | 0.22 440 | 0.07 288 | 0.59 573 | 0.41 570 | 0.53 462 | 0.57 474 |
|
| RALAANet |  | 6.49 356 | 2.49 515 | 9.69 452 | 7.09 501 | 4.98 527 | 6.23 312 | 1.68 223 | 19.90 428 | 14.26 361 | 15.04 407 | 14.56 323 | 12.69 383 | 4.38 222 | 12.91 438 | 3.07 293 | 0.02 239 | 0.07 288 | 0.00 1 | 0.10 413 | 0.51 454 | 0.15 271 |
|
| Pruner-Stereo |  | 6.59 357 | 1.51 322 | 8.71 389 | 6.34 453 | 0.85 169 | 5.66 265 | 4.15 414 | 13.74 306 | 11.02 310 | 18.11 490 | 22.09 441 | 15.86 443 | 5.80 310 | 11.75 371 | 5.15 393 | 0.60 550 | 0.02 114 | 0.18 490 | 0.10 413 | 0.07 132 | 0.16 280 |
|
| sAnonymous2 |  | 6.59 357 | 6.21 611 | 19.05 610 | 8.91 560 | 5.27 553 | 4.58 156 | 6.69 511 | 15.56 342 | 11.12 313 | 4.86 223 | 8.71 238 | 3.81 184 | 7.93 387 | 7.38 165 | 2.89 275 | 0.09 369 | 0.07 288 | 0.05 357 | 0.28 523 | 11.25 687 | 7.10 674 |
|
| CroCo_RVC |  | 6.59 357 | 6.21 611 | 19.05 610 | 8.91 560 | 5.27 553 | 4.58 156 | 6.69 511 | 15.56 342 | 11.12 313 | 4.86 223 | 8.71 238 | 3.81 184 | 7.93 387 | 7.38 165 | 2.89 275 | 0.09 369 | 0.07 288 | 0.05 357 | 0.28 523 | 11.25 687 | 7.10 674 |
|
| SST-Stereo |  | 6.60 360 | 1.46 297 | 8.37 365 | 6.68 480 | 0.77 156 | 6.01 300 | 1.93 286 | 14.68 322 | 9.24 286 | 19.09 514 | 20.43 409 | 16.86 459 | 8.59 402 | 13.49 460 | 3.80 336 | 0.22 440 | 0.05 219 | 0.13 463 | 0.00 1 | 0.08 149 | 0.05 125 |
|
| PSM-softLoss |  | 6.61 361 | 1.60 360 | 9.42 434 | 6.48 462 | 0.88 174 | 5.65 260 | 2.04 300 | 22.64 464 | 8.77 276 | 13.95 384 | 22.11 443 | 13.01 389 | 5.22 287 | 12.73 428 | 6.05 416 | 0.49 531 | 0.06 258 | 0.27 524 | 0.56 598 | 0.16 237 | 0.06 141 |
|
| KMStereo |  | 6.61 361 | 1.60 360 | 9.42 434 | 6.48 462 | 0.88 174 | 5.65 260 | 2.04 300 | 22.64 464 | 8.77 276 | 13.95 384 | 22.11 443 | 13.01 389 | 5.22 287 | 12.73 428 | 6.05 416 | 0.49 531 | 0.06 258 | 0.27 524 | 0.56 598 | 0.16 237 | 0.06 141 |
|
| ADStereo(finetuned) |  | 6.68 363 | 1.59 356 | 9.70 453 | 3.49 190 | 0.68 128 | 4.79 191 | 1.75 250 | 15.33 335 | 23.64 488 | 15.56 425 | 20.68 412 | 7.30 287 | 13.85 525 | 8.71 222 | 5.17 394 | 0.00 1 | 0.05 219 | 0.00 1 | 0.00 1 | 0.25 297 | 1.05 546 |
|
| PFNet+ |  | 6.68 363 | 1.40 278 | 9.60 440 | 5.64 385 | 0.85 169 | 5.79 278 | 1.74 247 | 13.63 299 | 15.30 376 | 17.88 483 | 21.38 429 | 14.52 421 | 6.07 322 | 12.74 430 | 4.89 385 | 0.63 559 | 0.20 483 | 0.11 447 | 0.30 535 | 0.05 100 | 0.91 532 |
|
| rvit_0105_4 |  | 6.69 365 | 2.81 529 | 15.46 569 | 10.22 603 | 1.58 273 | 5.99 295 | 5.81 469 | 13.77 308 | 23.65 489 | 7.16 269 | 9.46 251 | 12.64 380 | 7.78 384 | 12.03 381 | 3.83 339 | 0.19 421 | 0.47 591 | 0.00 1 | 0.01 214 | 0.60 485 | 0.37 417 |
|
| raft+_RVC |  | 6.69 365 | 1.61 365 | 5.57 226 | 6.37 454 | 4.62 511 | 6.51 329 | 6.18 488 | 20.39 438 | 23.38 484 | 10.62 319 | 17.82 365 | 9.89 333 | 5.65 305 | 10.70 301 | 3.67 327 | 0.00 1 | 0.14 435 | 0.00 1 | 0.00 1 | 0.34 375 | 0.27 376 |
|
| NF-Stereo |  | 6.72 367 | 1.59 356 | 8.93 395 | 6.60 475 | 0.73 153 | 6.27 316 | 3.38 382 | 20.21 437 | 18.01 421 | 13.22 372 | 19.46 393 | 11.82 364 | 6.16 327 | 12.39 407 | 4.74 376 | 0.33 483 | 0.06 258 | 0.20 501 | 0.23 491 | 0.08 149 | 0.05 125 |
|
| RE-Stereo |  | 6.73 368 | 1.58 353 | 8.94 397 | 6.59 472 | 0.71 139 | 6.27 316 | 3.51 387 | 20.20 431 | 17.99 419 | 13.21 369 | 19.46 393 | 11.94 368 | 6.20 329 | 12.34 404 | 4.79 380 | 0.34 487 | 0.05 219 | 0.20 501 | 0.23 491 | 0.09 161 | 0.05 125 |
|
| TVStereo |  | 6.73 368 | 1.58 353 | 8.94 397 | 6.59 472 | 0.71 139 | 6.27 316 | 3.51 387 | 20.20 431 | 17.99 419 | 13.21 369 | 19.46 393 | 11.94 368 | 6.20 329 | 12.34 404 | 4.79 380 | 0.34 487 | 0.05 219 | 0.20 501 | 0.23 491 | 0.09 161 | 0.05 125 |
|
| OCTAStereo |  | 6.74 370 | 1.59 356 | 8.96 402 | 6.60 475 | 0.72 148 | 6.25 313 | 3.50 385 | 20.20 431 | 18.03 422 | 13.21 369 | 19.45 391 | 12.07 376 | 6.16 327 | 12.36 406 | 4.78 377 | 0.35 490 | 0.06 258 | 0.20 501 | 0.23 491 | 0.09 161 | 0.05 125 |
|
| DIP-Stereo |  | 6.74 370 | 1.93 452 | 10.02 470 | 4.28 270 | 1.64 285 | 13.54 476 | 1.52 192 | 15.16 331 | 6.63 221 | 14.30 392 | 26.81 494 | 10.90 347 | 5.19 285 | 14.78 493 | 7.56 452 | 0.00 1 | 0.06 258 | 0.05 357 | 0.00 1 | 0.17 248 | 0.17 289 |
| 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 |  | 6.75 372 | 1.67 386 | 12.34 513 | 4.67 300 | 1.47 259 | 10.01 397 | 2.24 315 | 26.43 513 | 17.22 406 | 14.72 397 | 12.75 307 | 7.02 278 | 9.68 430 | 8.44 205 | 5.26 398 | 0.01 152 | 0.04 180 | 0.05 357 | 0.09 401 | 0.35 379 | 0.55 468 |
|
| TestStereo_HL3 |  | 6.76 373 | 1.13 180 | 9.61 441 | 3.71 217 | 1.99 329 | 10.46 404 | 6.01 482 | 13.68 300 | 8.31 269 | 12.97 364 | 33.03 589 | 12.44 378 | 8.03 392 | 11.04 321 | 2.39 240 | 0.11 384 | 0.05 219 | 0.01 269 | 0.01 214 | 0.09 161 | 0.06 141 |
|
| RAFT-345 |  | 6.79 374 | 1.29 238 | 6.80 287 | 5.06 329 | 0.91 182 | 5.61 257 | 3.32 381 | 13.36 293 | 10.17 301 | 13.73 380 | 43.66 667 | 9.12 319 | 5.38 292 | 12.29 402 | 4.44 366 | 0.32 481 | 0.05 219 | 0.09 415 | 0.06 364 | 0.06 107 | 0.03 60 |
|
| x |  | 6.80 375 | 1.36 263 | 6.94 294 | 4.58 296 | 1.88 317 | 10.78 416 | 4.55 429 | 19.79 426 | 10.62 306 | 12.69 356 | 19.54 396 | 14.87 427 | 10.11 438 | 9.52 257 | 8.03 473 | 0.07 360 | 0.15 442 | 0.04 346 | 0.04 312 | 0.24 291 | 0.22 341 |
|
| PAM_32 |  | 6.82 376 | 1.73 400 | 14.16 549 | 5.34 370 | 1.47 259 | 13.84 483 | 0.88 126 | 14.75 324 | 6.34 214 | 14.22 390 | 9.14 245 | 24.94 571 | 11.87 483 | 12.50 418 | 2.79 271 | 0.14 398 | 0.27 536 | 0.09 415 | 0.42 575 | 0.54 465 | 0.89 528 |
|
| fff |  | 6.83 377 | 1.55 336 | 7.28 309 | 3.56 198 | 0.32 29 | 4.73 175 | 1.70 228 | 15.75 346 | 31.87 572 | 15.11 409 | 20.25 404 | 6.90 274 | 12.80 504 | 8.63 215 | 5.33 401 | 0.01 152 | 0.04 180 | 0.00 1 | 0.00 1 | 0.09 161 | 0.63 484 |
|
| csc |  | 6.83 377 | 1.55 336 | 7.28 309 | 3.56 198 | 0.32 29 | 4.73 175 | 1.70 228 | 15.75 346 | 31.87 572 | 15.11 409 | 20.25 404 | 6.90 274 | 12.80 504 | 8.63 215 | 5.33 401 | 0.01 152 | 0.04 180 | 0.00 1 | 0.00 1 | 0.09 161 | 0.63 484 |
|
| cscssc |  | 6.83 377 | 1.55 336 | 7.28 309 | 3.56 198 | 0.32 29 | 4.73 175 | 1.70 228 | 15.75 346 | 31.87 572 | 15.11 409 | 20.25 404 | 6.90 274 | 12.80 504 | 8.63 215 | 5.33 401 | 0.01 152 | 0.04 180 | 0.00 1 | 0.00 1 | 0.09 161 | 0.63 484 |
|
| Hybrid-DGEV-03 |  | 6.90 380 | 1.58 353 | 5.75 237 | 6.11 439 | 1.20 222 | 11.62 435 | 2.60 343 | 13.70 303 | 14.15 359 | 16.58 452 | 29.44 527 | 14.00 413 | 5.86 312 | 10.87 315 | 3.69 329 | 0.00 1 | 0.07 288 | 0.13 463 | 0.00 1 | 0.35 379 | 0.28 381 |
|
| UGAM-zero |  | 6.91 381 | 1.47 299 | 13.65 540 | 4.24 261 | 1.67 288 | 5.51 244 | 0.72 108 | 17.44 376 | 6.74 223 | 14.56 393 | 15.84 341 | 24.16 559 | 14.20 534 | 12.79 431 | 3.96 347 | 0.00 1 | 0.22 501 | 0.02 302 | 0.58 600 | 0.14 218 | 0.27 376 |
|
| RAFT_R40 |  | 6.91 381 | 1.53 328 | 8.45 373 | 6.79 488 | 0.77 156 | 5.86 286 | 3.82 403 | 14.85 325 | 14.53 366 | 18.05 489 | 20.03 401 | 17.06 461 | 8.69 404 | 13.40 457 | 3.84 341 | 0.14 398 | 0.02 114 | 0.14 468 | 0.00 1 | 0.09 161 | 0.05 125 |
|
| SME |  | 6.92 383 | 2.49 515 | 5.22 185 | 5.77 402 | 1.73 294 | 21.26 596 | 4.16 415 | 17.28 375 | 15.47 381 | 11.84 330 | 16.16 348 | 7.82 296 | 10.32 442 | 11.72 368 | 5.18 395 | 0.80 582 | 0.00 1 | 0.05 357 | 0.07 376 | 0.87 533 | 0.22 341 |
|
| OMP-Stereo |  | 6.93 384 | 2.57 521 | 9.03 412 | 10.63 615 | 1.72 293 | 4.89 196 | 1.91 283 | 17.84 386 | 15.56 385 | 16.69 456 | 14.16 319 | 17.70 479 | 7.33 372 | 12.93 439 | 4.83 383 | 0.24 456 | 0.03 155 | 0.06 380 | 0.02 259 | 0.19 256 | 0.39 423 |
|
| PAM |  | 6.94 385 | 1.65 379 | 14.88 564 | 5.38 372 | 1.98 328 | 14.76 505 | 1.28 158 | 14.54 318 | 6.77 224 | 15.52 422 | 9.10 243 | 24.15 558 | 11.60 479 | 12.46 415 | 2.33 236 | 0.04 301 | 0.28 542 | 0.07 392 | 0.42 575 | 0.57 478 | 0.99 540 |
|
| qqq |  | 6.96 386 | 1.40 278 | 8.15 356 | 4.50 287 | 1.03 193 | 8.55 380 | 6.93 522 | 20.20 431 | 11.88 320 | 12.00 335 | 18.19 375 | 16.02 447 | 11.15 462 | 11.09 325 | 7.45 446 | 0.06 349 | 0.13 418 | 0.02 302 | 0.05 341 | 0.25 297 | 0.20 321 |
|
| AIO-test2 |  | 7.01 387 | 2.23 500 | 6.87 289 | 8.42 552 | 5.28 556 | 9.03 385 | 5.32 451 | 25.92 505 | 23.54 485 | 6.78 259 | 20.55 411 | 5.25 227 | 3.58 193 | 9.56 259 | 2.50 249 | 3.96 665 | 0.04 180 | 0.03 322 | 0.47 587 | 0.56 476 | 0.33 403 |
|
| MIM_Stereo |  | 7.02 388 | 1.55 336 | 10.78 487 | 4.17 251 | 0.58 105 | 5.25 228 | 1.32 165 | 19.03 412 | 12.59 333 | 16.74 458 | 28.83 516 | 13.20 397 | 5.53 297 | 12.89 436 | 7.11 438 | 0.00 1 | 0.23 509 | 0.00 1 | 0.01 214 | 0.38 396 | 0.28 381 |
|
| R-Stereo Train |  | 7.04 389 | 1.34 258 | 7.89 339 | 6.23 446 | 2.30 354 | 7.51 358 | 5.54 462 | 23.96 477 | 6.94 228 | 16.26 442 | 33.57 598 | 12.04 373 | 5.61 300 | 7.67 174 | 3.74 331 | 0.01 152 | 0.05 219 | 0.01 269 | 0.00 1 | 0.10 185 | 0.12 222 |
|
| RAFT-Stereo |   | 7.04 389 | 1.34 258 | 7.89 339 | 6.23 446 | 2.30 354 | 7.51 358 | 5.54 462 | 23.96 477 | 6.94 228 | 16.26 442 | 33.57 598 | 12.04 373 | 5.61 300 | 7.67 174 | 3.74 331 | 0.01 152 | 0.05 219 | 0.01 269 | 0.00 1 | 0.10 185 | 0.12 222 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| ACRE |  | 7.07 391 | 2.38 507 | 13.26 527 | 7.36 513 | 4.86 518 | 10.28 400 | 4.40 422 | 15.51 340 | 13.69 353 | 17.22 468 | 19.23 388 | 8.00 302 | 4.20 215 | 10.64 298 | 8.50 486 | 0.33 483 | 0.32 554 | 0.03 322 | 0.14 437 | 0.37 389 | 0.77 512 |
|
| MyStereo8 |  | 7.13 392 | 2.48 513 | 10.86 490 | 6.81 490 | 4.98 527 | 10.73 413 | 1.42 175 | 14.58 320 | 9.73 292 | 15.75 427 | 23.16 453 | 12.17 377 | 7.96 390 | 9.85 271 | 10.21 515 | 0.04 301 | 0.19 477 | 0.08 403 | 0.21 479 | 0.58 482 | 0.82 516 |
|
| IPLGR |  | 7.14 393 | 1.31 246 | 13.14 525 | 4.24 261 | 1.15 217 | 9.78 394 | 0.98 136 | 23.98 479 | 21.70 466 | 16.22 440 | 18.43 376 | 8.45 310 | 7.66 377 | 9.26 250 | 5.45 406 | 0.21 434 | 0.05 219 | 0.04 346 | 0.06 364 | 0.32 361 | 0.38 420 |
|
| CIPLG |  | 7.15 394 | 2.44 510 | 12.82 520 | 7.38 514 | 4.93 522 | 10.51 407 | 4.56 430 | 15.17 332 | 13.25 346 | 17.45 474 | 19.75 397 | 8.42 309 | 4.60 247 | 11.41 347 | 8.31 480 | 0.33 483 | 0.32 554 | 0.03 322 | 0.14 437 | 0.37 389 | 0.72 504 |
|
| AIO-Stereo-zeroshot |   | 7.16 395 | 3.12 546 | 14.04 547 | 4.74 303 | 6.89 619 | 6.58 333 | 0.68 101 | 21.97 460 | 9.36 289 | 10.84 320 | 17.38 359 | 17.36 475 | 9.24 418 | 12.45 414 | 4.44 366 | 0.04 301 | 0.24 520 | 0.10 434 | 1.00 629 | 1.36 568 | 1.43 573 |
|
| IPLGR_C |  | 7.16 395 | 2.48 513 | 12.98 523 | 7.52 523 | 4.91 521 | 10.56 408 | 4.59 432 | 15.63 345 | 14.12 358 | 17.42 472 | 18.87 384 | 8.00 302 | 4.59 246 | 10.76 305 | 8.81 490 | 0.32 481 | 0.32 554 | 0.03 322 | 0.13 431 | 0.36 382 | 0.76 509 |
|
| IPLG |  | 7.20 397 | 1.43 287 | 12.55 517 | 5.17 346 | 4.32 491 | 11.11 429 | 1.48 180 | 21.79 453 | 15.10 372 | 19.16 515 | 20.23 403 | 5.26 228 | 5.61 300 | 11.68 365 | 8.14 476 | 0.05 328 | 0.06 258 | 0.03 322 | 0.07 376 | 0.33 369 | 0.50 458 |
|
| StereoVision |  | 7.21 398 | 2.17 492 | 9.29 426 | 9.43 574 | 3.91 459 | 5.09 219 | 1.91 283 | 20.04 429 | 17.37 411 | 8.57 289 | 29.59 530 | 11.08 351 | 6.76 360 | 12.44 410 | 4.71 374 | 0.54 541 | 0.05 219 | 0.16 483 | 0.03 288 | 0.82 527 | 0.30 389 |
|
| 111 |  | 7.26 399 | 1.65 379 | 7.28 309 | 3.56 198 | 0.32 29 | 10.76 414 | 3.53 390 | 20.55 440 | 27.51 535 | 10.07 306 | 16.62 353 | 14.30 415 | 9.53 427 | 12.02 380 | 5.87 414 | 0.14 398 | 0.01 51 | 0.00 1 | 0.00 1 | 0.31 351 | 1.14 556 |
|
| HHNet |  | 7.39 400 | 1.75 412 | 7.24 307 | 3.26 163 | 3.18 415 | 5.04 215 | 6.40 498 | 19.04 413 | 15.70 387 | 20.71 545 | 32.13 575 | 10.69 345 | 5.91 313 | 10.45 291 | 4.60 372 | 0.40 511 | 0.07 288 | 0.21 506 | 0.13 431 | 0.54 465 | 0.41 431 |
|
| noway7 |  | 7.40 401 | 6.70 620 | 18.40 605 | 5.73 399 | 3.28 421 | 6.40 324 | 2.10 304 | 27.85 530 | 14.49 365 | 10.18 309 | 10.19 264 | 15.48 438 | 10.32 442 | 8.19 198 | 6.26 422 | 0.08 364 | 0.00 1 | 0.01 269 | 0.00 1 | 1.41 571 | 1.02 545 |
|
| ASMatch |  | 7.40 401 | 1.42 283 | 8.49 377 | 5.09 333 | 2.00 331 | 4.74 180 | 2.62 345 | 16.54 364 | 13.17 342 | 17.08 463 | 34.75 606 | 13.13 396 | 10.33 445 | 12.04 384 | 4.82 382 | 0.05 328 | 0.24 520 | 0.21 506 | 0.17 454 | 0.16 237 | 0.97 536 |
|
| IIG-Stereo |  | 7.41 403 | 2.13 490 | 8.55 379 | 10.02 597 | 1.76 299 | 6.82 342 | 1.53 195 | 17.17 373 | 15.84 391 | 18.74 508 | 20.30 408 | 18.01 487 | 8.39 399 | 12.89 436 | 5.22 396 | 0.27 469 | 0.03 155 | 0.03 322 | 0.00 1 | 0.16 237 | 0.30 389 |
|
| RAFT+CT+SA |  | 7.44 404 | 1.46 297 | 6.46 270 | 10.73 618 | 3.34 425 | 4.70 172 | 7.45 537 | 16.45 361 | 25.89 517 | 10.18 309 | 27.15 499 | 7.27 286 | 8.00 391 | 15.11 496 | 3.19 303 | 0.02 239 | 0.00 1 | 0.18 490 | 0.46 586 | 0.30 339 | 0.47 449 |
|
| LCNet |  | 7.52 405 | 1.23 215 | 5.35 197 | 6.42 459 | 1.29 233 | 9.27 391 | 5.64 465 | 17.85 388 | 10.63 307 | 16.54 451 | 24.54 466 | 14.85 426 | 11.29 466 | 11.74 370 | 3.88 342 | 0.02 239 | 0.02 114 | 0.22 510 | 2.04 656 | 0.90 539 | 6.76 667 |
|
| rvit_0105_5 |  | 7.60 406 | 3.13 547 | 16.37 583 | 9.97 596 | 1.59 275 | 7.41 356 | 6.27 490 | 17.78 385 | 25.62 514 | 10.30 313 | 10.39 270 | 14.79 425 | 8.95 413 | 12.51 419 | 4.87 384 | 0.17 414 | 0.42 575 | 0.00 1 | 0.11 423 | 0.62 490 | 0.71 502 |
|
| IGEV-BASED-STEREO- |  | 7.61 407 | 27.25 705 | 41.87 681 | 2.73 100 | 0.41 63 | 4.25 131 | 1.50 185 | 6.63 104 | 3.87 140 | 4.31 201 | 3.78 114 | 2.48 142 | 1.39 88 | 5.67 109 | 1.56 160 | 25.09 715 | 0.05 219 | 0.01 269 | 0.08 385 | 4.67 644 | 14.58 703 |
|
| TestStereo1 |  | 7.62 408 | 1.62 371 | 7.60 323 | 10.47 609 | 1.86 312 | 4.76 185 | 2.48 334 | 19.73 424 | 22.33 473 | 16.79 459 | 26.02 482 | 9.33 322 | 9.30 419 | 15.92 520 | 3.37 311 | 0.01 152 | 0.02 114 | 0.02 302 | 0.05 341 | 0.55 469 | 0.28 381 |
|
| SA-5K |  | 7.62 408 | 1.62 371 | 7.60 323 | 10.47 609 | 1.86 312 | 4.76 185 | 2.48 334 | 19.73 424 | 22.33 473 | 16.79 459 | 26.02 482 | 9.33 322 | 9.30 419 | 15.92 520 | 3.37 311 | 0.01 152 | 0.02 114 | 0.02 302 | 0.05 341 | 0.55 469 | 0.28 381 |
|
| Select-FE |  | 7.63 410 | 3.47 555 | 20.76 627 | 6.30 450 | 3.70 446 | 4.03 118 | 0.92 130 | 18.82 408 | 5.95 204 | 12.56 353 | 23.32 454 | 19.63 514 | 12.90 507 | 13.98 474 | 3.39 313 | 0.09 369 | 0.51 602 | 0.05 357 | 0.70 608 | 0.29 330 | 1.21 564 |
|
| FACV-RUCA |  | 7.66 411 | 1.94 453 | 9.40 433 | 7.72 533 | 6.03 592 | 12.99 465 | 3.10 369 | 19.47 420 | 18.51 427 | 12.27 337 | 18.43 376 | 8.28 307 | 10.16 439 | 11.38 345 | 5.62 408 | 0.36 493 | 0.62 615 | 4.36 667 | 0.30 535 | 1.72 584 | 0.55 468 |
|
| test_sample1 |  | 7.66 411 | 1.26 228 | 8.87 393 | 5.04 326 | 2.61 375 | 14.61 502 | 4.58 431 | 20.08 430 | 9.81 296 | 13.83 382 | 21.62 433 | 18.21 494 | 12.26 490 | 11.71 366 | 8.01 471 | 0.11 384 | 0.11 389 | 0.02 302 | 0.02 259 | 0.20 260 | 0.17 289 |
|
| mmm |  | 7.72 413 | 1.50 319 | 8.56 380 | 5.29 364 | 1.89 318 | 14.14 489 | 5.70 467 | 18.42 399 | 11.02 310 | 16.04 435 | 23.78 457 | 17.00 460 | 10.03 437 | 12.03 381 | 7.54 450 | 0.12 390 | 0.07 288 | 0.50 564 | 0.20 475 | 0.31 351 | 0.18 299 |
|
| RAFT-RH_RVC |  | 7.73 414 | 1.25 224 | 6.99 296 | 4.83 310 | 0.90 180 | 11.76 437 | 1.53 195 | 13.00 282 | 14.43 364 | 17.51 476 | 46.41 681 | 11.02 350 | 6.30 337 | 12.68 424 | 4.93 387 | 0.51 537 | 0.04 180 | 0.12 451 | 0.13 431 | 0.09 161 | 0.09 181 |
|
| AIO-Stereo-zeroshot1 |   | 7.76 415 | 3.78 564 | 19.59 614 | 5.04 326 | 10.79 673 | 5.87 288 | 1.85 274 | 19.52 421 | 7.33 247 | 14.18 387 | 21.16 425 | 16.50 454 | 5.97 320 | 13.73 469 | 3.79 335 | 0.04 301 | 0.17 460 | 0.04 346 | 1.30 643 | 2.45 602 | 2.15 607 |
|
| TransformOpticalFlow |  | 7.76 415 | 1.90 442 | 9.31 429 | 5.50 380 | 1.18 220 | 6.97 346 | 8.27 545 | 17.86 390 | 13.21 343 | 14.58 394 | 29.13 519 | 19.01 502 | 10.85 452 | 12.51 419 | 3.69 329 | 0.01 152 | 0.04 180 | 0.20 501 | 0.04 312 | 0.17 248 | 0.84 519 |
|
| HITNet |  | 7.83 417 | 2.93 537 | 8.39 366 | 4.76 307 | 1.48 262 | 12.75 460 | 4.64 433 | 20.97 442 | 14.37 363 | 15.14 413 | 22.15 445 | 14.57 422 | 10.62 447 | 14.38 484 | 8.14 476 | 0.04 301 | 0.01 51 | 0.48 561 | 0.02 259 | 0.57 478 | 0.10 193 |
| 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 |  | 7.86 418 | 1.27 231 | 7.98 345 | 5.00 325 | 2.29 353 | 13.33 471 | 6.88 519 | 20.42 439 | 15.24 374 | 13.95 384 | 21.58 431 | 18.96 501 | 12.12 488 | 12.07 391 | 5.36 404 | 0.12 390 | 0.10 367 | 0.07 392 | 0.03 288 | 0.28 322 | 0.19 316 |
|
| PFNet |  | 7.91 419 | 1.44 293 | 11.60 502 | 7.03 497 | 2.42 362 | 7.60 364 | 6.03 483 | 23.36 474 | 17.24 408 | 20.29 537 | 17.67 362 | 15.44 437 | 7.71 380 | 13.02 447 | 5.71 411 | 0.24 456 | 0.20 483 | 0.12 451 | 0.19 469 | 0.31 351 | 0.61 482 |
|
| SA |  | 7.93 420 | 1.54 333 | 9.13 420 | 7.98 540 | 0.64 119 | 5.85 283 | 2.29 319 | 22.27 461 | 24.54 507 | 13.17 368 | 31.07 555 | 8.87 314 | 10.32 442 | 16.49 537 | 3.12 297 | 0.04 301 | 0.12 402 | 0.17 485 | 0.30 535 | 0.45 419 | 0.17 289 |
|
| AAGNet |  | 7.94 421 | 1.48 306 | 9.34 431 | 7.13 506 | 0.70 134 | 5.85 283 | 5.16 447 | 15.40 338 | 14.01 355 | 20.13 534 | 24.03 462 | 15.28 435 | 11.52 473 | 12.05 385 | 15.47 570 | 0.63 559 | 0.06 258 | 0.32 542 | 0.01 214 | 0.12 203 | 0.09 181 |
|
| FENet |  | 7.94 421 | 1.01 141 | 6.72 277 | 5.87 411 | 2.07 336 | 11.11 429 | 2.03 299 | 21.39 447 | 20.81 450 | 17.14 466 | 22.65 448 | 14.43 417 | 11.54 476 | 12.97 442 | 7.89 466 | 0.15 407 | 0.24 520 | 0.03 322 | 0.02 259 | 0.14 218 | 0.62 483 |
|
| dd |  | 7.96 423 | 4.08 572 | 11.49 501 | 6.53 467 | 0.93 186 | 8.28 377 | 4.03 409 | 16.53 363 | 33.82 591 | 15.17 415 | 16.50 352 | 6.79 271 | 5.96 319 | 14.30 481 | 9.90 506 | 1.13 615 | 0.42 575 | 0.17 485 | 0.44 582 | 2.01 595 | 0.79 513 |
|
| raft_robust |  | 7.97 424 | 2.26 502 | 6.75 281 | 5.83 407 | 0.72 148 | 5.57 253 | 0.84 121 | 33.59 614 | 34.21 598 | 18.17 491 | 19.88 400 | 6.50 264 | 5.62 303 | 15.33 499 | 2.83 274 | 0.03 280 | 0.23 509 | 0.00 1 | 0.37 560 | 0.32 361 | 0.39 423 |
|
| STrans-v2 |  | 7.98 425 | 1.84 436 | 9.42 434 | 4.84 313 | 1.48 262 | 12.23 449 | 10.05 580 | 19.06 416 | 12.32 329 | 13.63 379 | 26.06 486 | 18.13 493 | 12.35 493 | 12.99 444 | 3.99 350 | 0.01 152 | 0.01 51 | 0.18 490 | 0.01 214 | 0.22 269 | 0.83 517 |
|
| zzzzzzz1 |  | 8.07 426 | 7.41 629 | 19.27 613 | 5.70 392 | 5.22 545 | 7.73 365 | 3.29 374 | 19.54 422 | 18.81 432 | 10.22 311 | 16.45 351 | 14.44 418 | 9.67 429 | 12.40 408 | 7.55 451 | 0.94 600 | 0.27 536 | 0.00 1 | 0.06 364 | 1.62 576 | 0.87 525 |
|
| Prome-Stereo |  | 8.10 427 | 1.28 234 | 5.48 212 | 6.50 464 | 1.51 266 | 6.70 336 | 9.42 565 | 21.08 444 | 9.13 285 | 20.88 546 | 32.84 584 | 11.95 370 | 11.86 482 | 11.75 371 | 3.97 349 | 0.01 152 | 0.02 114 | 0.18 490 | 0.12 426 | 0.41 407 | 7.01 672 |
|
| IGEV_i1 |  | 8.11 428 | 1.53 328 | 9.99 465 | 5.80 403 | 1.15 217 | 16.03 531 | 7.19 531 | 19.82 427 | 15.30 376 | 16.39 446 | 17.38 359 | 17.95 485 | 8.38 398 | 14.44 485 | 7.44 444 | 0.25 462 | 0.19 477 | 1.08 616 | 1.12 637 | 0.26 308 | 0.54 466 |
|
| ffm |  | 8.12 429 | 1.43 287 | 9.67 448 | 5.70 392 | 3.44 429 | 11.96 443 | 6.35 492 | 18.45 400 | 16.31 396 | 15.83 430 | 31.44 563 | 17.22 470 | 10.87 454 | 10.82 311 | 1.61 165 | 0.00 1 | 0.05 219 | 0.80 593 | 0.08 385 | 0.26 308 | 0.14 250 |
|
| CASS |  | 8.15 430 | 1.67 386 | 7.68 329 | 8.25 549 | 1.52 267 | 14.39 494 | 2.72 349 | 22.65 466 | 17.23 407 | 15.42 420 | 22.68 449 | 13.47 406 | 11.87 483 | 12.44 410 | 6.07 419 | 0.96 604 | 0.05 219 | 0.12 451 | 0.01 214 | 0.71 509 | 3.14 630 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| Hybrid-DGEV-2 |  | 8.17 431 | 2.51 518 | 8.34 362 | 8.55 555 | 1.17 219 | 11.10 428 | 1.08 143 | 30.90 576 | 27.91 536 | 12.92 361 | 15.67 337 | 11.91 367 | 14.50 544 | 11.71 366 | 4.55 369 | 0.05 328 | 0.08 326 | 0.00 1 | 0.05 341 | 0.28 322 | 0.13 239 |
|
| DN-CSS_ROB |  | 8.17 431 | 2.59 523 | 14.14 548 | 6.11 439 | 3.22 418 | 6.31 319 | 3.53 390 | 22.92 470 | 20.59 448 | 16.66 454 | 30.05 538 | 9.31 321 | 7.95 389 | 13.49 460 | 4.78 377 | 0.72 567 | 0.00 1 | 0.45 558 | 0.00 1 | 0.54 465 | 0.09 181 |
|
| RAFT_CTSACE |  | 8.24 433 | 1.97 457 | 8.39 366 | 6.89 494 | 5.11 538 | 5.86 286 | 2.63 346 | 14.62 321 | 16.88 402 | 23.52 585 | 34.77 607 | 16.02 447 | 7.37 373 | 17.91 555 | 2.23 232 | 0.00 1 | 0.12 402 | 0.00 1 | 0.03 288 | 0.39 399 | 0.05 125 |
|
| FLISNet |  | 8.30 434 | 2.00 462 | 6.75 281 | 4.58 296 | 5.15 543 | 4.16 122 | 0.50 85 | 17.99 393 | 9.24 286 | 25.03 599 | 28.22 509 | 20.23 517 | 12.47 496 | 17.93 556 | 11.49 533 | 0.00 1 | 0.10 367 | 0.00 1 | 0.05 341 | 0.08 149 | 0.05 125 |
|
| CoSv |  | 8.30 434 | 2.00 462 | 6.75 281 | 4.58 296 | 5.15 543 | 4.16 122 | 0.50 85 | 17.99 393 | 9.24 286 | 25.03 599 | 28.22 509 | 20.23 517 | 12.47 496 | 17.93 556 | 11.49 533 | 0.00 1 | 0.10 367 | 0.00 1 | 0.05 341 | 0.08 149 | 0.05 125 |
|
| GMM-Stereo |  | 8.34 436 | 1.09 168 | 6.42 267 | 6.14 442 | 2.52 368 | 10.30 402 | 9.64 571 | 23.44 475 | 10.64 308 | 17.84 481 | 29.89 534 | 17.37 476 | 7.75 383 | 11.55 353 | 4.36 362 | 0.05 328 | 0.01 51 | 0.23 514 | 0.90 618 | 0.46 425 | 6.26 661 |
|
| GANet-ADL |  | 8.36 437 | 2.31 505 | 8.44 372 | 7.39 516 | 2.65 381 | 12.58 456 | 5.24 449 | 29.55 558 | 25.24 510 | 14.19 389 | 16.70 355 | 17.07 466 | 6.91 364 | 10.65 299 | 6.26 422 | 0.38 498 | 0.39 567 | 0.10 434 | 0.12 426 | 0.75 520 | 0.28 381 |
|
| Sa-1000 |  | 8.38 438 | 1.50 319 | 8.13 354 | 7.56 525 | 0.89 177 | 14.39 494 | 2.47 333 | 24.31 486 | 23.74 493 | 15.18 416 | 28.35 512 | 11.42 358 | 8.85 410 | 16.20 532 | 3.28 308 | 0.17 414 | 0.23 509 | 0.15 475 | 0.23 491 | 0.46 425 | 0.19 316 |
|
| GwcNet-ADL |  | 8.48 439 | 1.70 396 | 9.38 432 | 7.10 503 | 2.78 391 | 6.74 340 | 6.57 508 | 30.15 563 | 26.01 521 | 15.15 414 | 17.77 364 | 13.93 411 | 6.96 365 | 12.96 441 | 9.91 507 | 0.48 530 | 0.72 622 | 0.01 269 | 0.01 214 | 0.51 454 | 0.84 519 |
|
| ARAFT |  | 8.50 440 | 3.19 548 | 16.58 585 | 5.52 381 | 0.91 182 | 12.13 448 | 11.20 603 | 17.19 374 | 18.28 426 | 18.40 502 | 16.33 350 | 17.10 467 | 8.58 401 | 18.56 564 | 5.00 388 | 0.11 384 | 0.04 180 | 0.00 1 | 0.00 1 | 0.55 469 | 0.25 366 |
|
| test_5 |  | 8.51 441 | 1.50 319 | 8.19 361 | 11.06 627 | 5.00 530 | 6.91 343 | 5.67 466 | 17.50 378 | 22.09 470 | 16.07 436 | 29.63 531 | 15.28 435 | 10.78 451 | 15.94 522 | 3.65 325 | 0.00 1 | 0.00 1 | 0.26 521 | 0.08 385 | 0.31 351 | 0.35 413 |
|
| RAFT |  | 8.51 441 | 2.16 491 | 8.93 395 | 8.14 544 | 0.81 165 | 12.63 457 | 8.49 552 | 16.34 359 | 15.56 385 | 22.31 568 | 18.99 386 | 19.29 509 | 11.39 471 | 17.57 551 | 6.05 416 | 0.01 152 | 0.19 477 | 0.27 524 | 0.02 259 | 0.64 497 | 0.45 446 |
|
| GES |  | 8.51 441 | 1.98 459 | 11.82 505 | 6.39 456 | 1.77 301 | 12.36 453 | 6.22 489 | 21.55 449 | 21.34 460 | 19.02 513 | 26.02 482 | 8.79 312 | 9.34 422 | 13.94 473 | 7.24 440 | 0.38 498 | 0.10 367 | 0.30 540 | 0.14 437 | 0.69 504 | 0.73 505 |
|
| DMCA |  | 8.51 441 | 1.90 442 | 9.96 462 | 5.16 345 | 4.14 475 | 10.29 401 | 4.46 426 | 25.52 497 | 19.55 436 | 16.33 444 | 20.69 413 | 17.59 477 | 11.26 465 | 10.42 290 | 11.36 532 | 0.50 534 | 0.08 326 | 0.35 546 | 0.05 341 | 0.36 382 | 0.31 397 |
|
| PSM-AAD |  | 8.62 445 | 1.22 210 | 5.69 234 | 6.31 452 | 1.12 208 | 12.74 459 | 10.01 579 | 19.29 418 | 15.25 375 | 21.54 561 | 25.11 471 | 14.24 414 | 13.47 515 | 12.15 396 | 3.93 346 | 0.01 152 | 0.06 258 | 2.48 652 | 0.16 449 | 0.38 396 | 7.28 677 |
|
| FTStereo |  | 8.67 446 | 1.13 180 | 6.04 252 | 6.04 432 | 2.39 361 | 7.86 368 | 12.05 617 | 17.72 383 | 8.33 270 | 20.16 535 | 41.41 651 | 16.10 451 | 12.64 501 | 10.80 309 | 4.37 363 | 0.18 417 | 0.01 51 | 0.09 415 | 0.16 449 | 0.15 226 | 5.71 655 |
|
| iRaft-Stereo_5w |  | 8.70 447 | 1.81 434 | 9.33 430 | 5.83 407 | 3.78 450 | 4.87 195 | 11.12 602 | 15.86 353 | 14.80 369 | 15.23 417 | 26.36 488 | 21.49 528 | 12.91 508 | 15.94 522 | 12.73 542 | 0.58 545 | 0.05 219 | 0.08 403 | 0.09 401 | 0.85 530 | 0.33 403 |
|
| test_sample3 |  | 8.76 448 | 1.62 371 | 9.99 465 | 5.21 357 | 2.61 375 | 17.43 563 | 5.37 452 | 26.91 520 | 19.77 439 | 17.13 465 | 20.82 419 | 16.55 456 | 9.70 431 | 12.52 421 | 8.59 487 | 0.21 434 | 0.07 288 | 0.05 357 | 0.04 312 | 0.39 399 | 0.30 389 |
|
| IRAFT_RVC |  | 8.76 448 | 1.47 299 | 9.55 439 | 7.31 510 | 1.77 301 | 6.49 328 | 10.43 590 | 25.94 506 | 27.33 531 | 17.50 475 | 19.85 399 | 17.93 484 | 10.21 440 | 12.88 435 | 5.44 405 | 0.17 414 | 0.30 547 | 0.19 498 | 0.05 341 | 0.22 269 | 0.12 222 |
|
| HCRNet |  | 8.80 450 | 1.43 287 | 7.74 334 | 14.41 664 | 5.25 549 | 10.85 420 | 2.56 342 | 26.07 509 | 18.04 423 | 15.48 421 | 25.03 469 | 18.63 499 | 9.93 435 | 13.01 445 | 6.76 431 | 0.04 301 | 0.04 180 | 0.10 434 | 0.01 214 | 0.18 252 | 0.38 420 |
|
| DEmStereo |  | 8.85 451 | 1.36 263 | 9.99 465 | 4.24 261 | 1.05 199 | 11.49 433 | 5.91 471 | 13.76 307 | 26.68 527 | 22.03 566 | 32.92 586 | 11.86 366 | 15.27 561 | 11.48 348 | 8.08 475 | 0.16 410 | 0.15 442 | 0.02 302 | 0.09 401 | 0.09 161 | 0.44 441 |
|
| SFCPSM |  | 8.85 451 | 1.40 278 | 11.34 497 | 5.23 361 | 3.47 434 | 16.55 552 | 7.18 530 | 30.71 574 | 25.24 510 | 16.45 447 | 19.45 391 | 11.10 353 | 9.61 428 | 11.88 375 | 5.52 407 | 0.22 440 | 0.17 460 | 0.36 549 | 0.22 482 | 0.29 330 | 0.58 477 |
|
| Selective-IGEV-i1 |  | 8.86 453 | 1.33 253 | 10.58 480 | 5.92 418 | 2.99 407 | 13.65 478 | 10.07 581 | 24.12 484 | 28.99 544 | 14.85 401 | 19.75 397 | 18.80 500 | 6.10 324 | 11.22 339 | 5.69 410 | 0.10 377 | 0.29 543 | 0.92 606 | 1.10 633 | 0.26 308 | 0.51 459 |
|
| GrayStereo |  | 8.86 453 | 1.17 195 | 6.94 294 | 8.09 542 | 2.82 393 | 10.58 411 | 11.40 608 | 17.93 391 | 15.74 388 | 22.43 571 | 30.95 552 | 17.80 481 | 12.44 495 | 11.19 336 | 4.57 370 | 0.02 239 | 0.02 114 | 0.18 490 | 0.79 614 | 0.31 351 | 1.90 595 |
|
| anonymousa |  | 9.03 455 | 1.62 371 | 8.03 351 | 4.19 256 | 5.53 569 | 15.37 516 | 3.81 402 | 18.55 403 | 21.20 458 | 18.28 494 | 30.99 553 | 20.79 520 | 13.42 513 | 10.58 293 | 7.57 453 | 0.00 1 | 0.05 219 | 0.29 536 | 0.18 456 | 0.10 185 | 0.11 211 |
|
| KYRaft |  | 9.04 456 | 1.11 173 | 7.02 298 | 6.50 464 | 0.97 190 | 8.27 376 | 8.19 544 | 22.86 469 | 8.20 265 | 21.30 558 | 31.38 560 | 22.64 541 | 8.20 396 | 11.99 379 | 2.96 280 | 0.02 239 | 0.02 114 | 0.05 357 | 0.68 607 | 0.40 404 | 18.09 711 |
|
| DFGA-Net |  | 9.06 457 | 3.56 557 | 17.96 601 | 5.71 397 | 3.89 455 | 10.76 414 | 3.08 368 | 25.17 493 | 29.50 545 | 16.21 439 | 18.47 379 | 9.49 326 | 6.31 338 | 15.80 513 | 12.54 539 | 0.05 328 | 0.00 1 | 0.06 380 | 0.09 401 | 1.76 585 | 0.83 517 |
|
| rvit_stereo_0075_2 |  | 9.10 458 | 3.87 569 | 19.26 612 | 11.81 640 | 8.82 659 | 5.75 276 | 4.40 422 | 22.77 467 | 17.68 417 | 11.90 332 | 28.34 511 | 16.05 450 | 6.35 340 | 14.30 481 | 7.67 461 | 0.52 539 | 0.34 562 | 0.51 565 | 0.08 385 | 0.38 396 | 1.14 556 |
|
| test_sample4 |  | 9.10 458 | 1.65 379 | 9.91 460 | 5.19 354 | 2.57 373 | 16.59 554 | 5.38 454 | 27.37 525 | 19.80 441 | 17.80 480 | 27.52 502 | 15.01 428 | 11.21 464 | 12.69 427 | 8.15 478 | 0.21 434 | 0.07 288 | 0.06 380 | 0.03 288 | 0.43 413 | 0.30 389 |
|
| BUS |  | 9.20 460 | 1.48 306 | 7.93 341 | 6.74 485 | 3.96 460 | 17.62 569 | 2.79 354 | 33.06 609 | 21.58 463 | 17.99 486 | 21.34 426 | 14.49 419 | 9.40 424 | 14.18 476 | 10.57 519 | 0.19 421 | 0.13 418 | 0.14 468 | 0.04 312 | 0.30 339 | 0.09 181 |
|
| rvit_0105_3 |  | 9.23 461 | 3.67 560 | 17.68 597 | 11.75 638 | 1.89 318 | 9.37 393 | 8.48 551 | 18.68 404 | 30.64 562 | 15.02 406 | 14.72 326 | 17.87 483 | 9.94 436 | 15.66 509 | 6.54 426 | 0.36 493 | 0.43 580 | 0.01 269 | 0.41 570 | 0.50 450 | 1.01 543 |
|
| MyStereo04 |  | 9.24 462 | 1.92 449 | 8.78 391 | 6.09 435 | 4.31 488 | 6.54 330 | 9.96 577 | 32.24 600 | 41.99 647 | 14.26 391 | 11.98 300 | 12.00 372 | 12.01 486 | 13.93 471 | 7.53 449 | 0.06 349 | 0.10 367 | 0.03 322 | 0.04 312 | 0.63 493 | 0.30 389 |
|
| CoDeX |  | 9.24 462 | 1.77 424 | 9.54 438 | 6.08 434 | 3.79 452 | 16.45 549 | 6.76 516 | 26.15 510 | 25.03 508 | 17.18 467 | 25.12 472 | 14.69 424 | 11.68 480 | 12.22 398 | 6.71 430 | 0.30 477 | 0.20 483 | 0.15 475 | 0.02 259 | 0.23 284 | 0.68 495 |
|
| CrosDoStereo |  | 9.24 462 | 1.29 238 | 8.16 358 | 4.56 294 | 1.04 196 | 7.52 360 | 15.00 646 | 15.85 351 | 24.31 500 | 24.27 588 | 33.44 595 | 13.37 401 | 13.82 523 | 12.23 399 | 8.86 493 | 0.01 152 | 0.11 389 | 0.09 415 | 0.04 312 | 0.36 382 | 0.53 463 |
|
| DeepStereo_LL |  | 9.24 462 | 1.29 238 | 8.16 358 | 4.56 294 | 1.04 196 | 7.52 360 | 15.00 646 | 15.85 351 | 24.31 500 | 24.27 588 | 33.44 595 | 13.37 401 | 13.82 523 | 12.23 399 | 8.86 493 | 0.01 152 | 0.11 389 | 0.09 415 | 0.04 312 | 0.36 382 | 0.53 463 |
|
| DRaft |  | 9.27 466 | 1.23 215 | 9.08 415 | 3.62 209 | 0.78 158 | 13.27 470 | 5.89 470 | 16.97 369 | 29.57 547 | 21.15 556 | 38.46 634 | 10.09 337 | 13.98 529 | 11.58 356 | 7.91 467 | 0.43 518 | 0.30 547 | 0.06 380 | 0.26 513 | 0.26 308 | 0.45 446 |
|
| MyStereo05 |  | 9.29 467 | 1.76 418 | 8.95 399 | 6.19 444 | 4.40 496 | 7.09 348 | 9.95 575 | 31.21 580 | 40.82 639 | 17.31 470 | 12.93 312 | 10.33 340 | 12.52 499 | 13.93 471 | 7.05 437 | 0.06 349 | 0.10 367 | 0.02 302 | 0.04 312 | 0.73 514 | 0.29 386 |
|
| MLCV |  | 9.32 468 | 2.22 498 | 12.55 517 | 5.22 359 | 1.32 240 | 13.79 481 | 1.35 170 | 21.14 446 | 23.65 489 | 21.91 564 | 31.37 559 | 17.14 468 | 7.57 376 | 16.00 526 | 10.18 513 | 0.22 440 | 0.01 51 | 0.03 322 | 0.02 259 | 0.40 404 | 0.29 386 |
|
| DispNO |  | 9.33 469 | 1.78 427 | 15.84 575 | 5.73 399 | 5.74 582 | 12.24 450 | 4.81 441 | 25.06 491 | 21.10 455 | 16.70 457 | 20.86 420 | 17.78 480 | 11.76 481 | 16.74 542 | 8.85 492 | 0.22 440 | 0.15 442 | 0.03 322 | 0.12 426 | 0.41 407 | 0.64 490 |
|
| test_sample5 |  | 9.36 470 | 1.61 365 | 9.63 444 | 5.30 365 | 2.52 368 | 15.42 519 | 6.00 478 | 27.25 523 | 19.96 442 | 18.36 500 | 31.81 569 | 15.99 445 | 11.29 466 | 13.21 450 | 7.66 459 | 0.23 450 | 0.08 326 | 0.07 392 | 0.04 312 | 0.48 436 | 0.34 407 |
|
| BEATNet_4x |  | 9.37 471 | 4.85 586 | 12.05 512 | 5.48 379 | 1.35 252 | 13.15 468 | 6.15 487 | 25.06 491 | 16.74 401 | 16.18 438 | 24.65 467 | 17.29 474 | 12.51 498 | 16.91 545 | 10.92 525 | 0.38 498 | 0.18 469 | 0.81 598 | 0.05 341 | 1.95 591 | 0.65 492 |
|
| DNS |  | 9.38 472 | 14.54 675 | 3.54 65 | 2.57 85 | 1.33 245 | 3.06 67 | 1.47 179 | 9.42 192 | 3.79 137 | 1.36 55 | 4.88 162 | 3.61 179 | 3.07 166 | 29.11 653 | 22.21 620 | 0.13 395 | 3.45 688 | 0.42 555 | 0.41 570 | 38.21 719 | 40.94 727 |
|
| THIR-Stereo |  | 9.38 472 | 1.78 427 | 8.50 378 | 4.74 303 | 0.71 139 | 15.92 529 | 11.93 615 | 16.39 360 | 21.56 462 | 24.27 588 | 32.07 573 | 14.40 416 | 14.14 533 | 11.49 349 | 8.39 483 | 0.05 328 | 0.25 528 | 0.10 434 | 0.05 341 | 0.33 369 | 0.58 477 |
|
| ff1 |  | 9.41 474 | 1.43 287 | 9.67 448 | 5.70 392 | 3.44 429 | 11.96 443 | 6.35 492 | 18.45 400 | 16.31 396 | 15.83 430 | 31.44 563 | 17.22 470 | 10.87 454 | 16.19 529 | 21.98 616 | 0.00 1 | 0.05 219 | 0.80 593 | 0.08 385 | 0.26 308 | 0.14 250 |
|
| G2L-ROB |  | 9.43 475 | 1.49 313 | 8.01 349 | 5.66 389 | 4.08 470 | 11.74 436 | 7.70 541 | 29.33 553 | 18.14 424 | 19.72 525 | 21.64 434 | 22.32 539 | 11.02 459 | 16.47 536 | 10.74 524 | 0.02 239 | 0.01 51 | 0.00 1 | 0.00 1 | 0.19 256 | 0.33 403 |
|
| GANet-RSSM |  | 9.48 476 | 1.32 250 | 6.45 269 | 6.72 484 | 5.51 568 | 12.78 461 | 6.03 483 | 26.55 514 | 18.96 434 | 14.92 402 | 27.95 505 | 25.41 576 | 14.69 548 | 13.52 463 | 7.60 456 | 0.10 377 | 0.10 367 | 0.16 483 | 0.01 214 | 0.51 454 | 0.39 423 |
|
| UCFNet_RVC |  | 9.48 476 | 2.12 488 | 4.89 157 | 7.03 497 | 3.78 450 | 16.05 532 | 6.37 496 | 28.25 537 | 20.00 444 | 15.93 434 | 23.07 452 | 25.21 573 | 12.79 503 | 12.57 422 | 8.01 471 | 0.07 360 | 0.04 180 | 1.17 620 | 0.23 491 | 1.31 566 | 0.69 497 |
|
| DualNet |  | 9.49 478 | 1.61 365 | 9.63 444 | 5.30 365 | 2.52 368 | 15.42 519 | 6.00 478 | 27.25 523 | 19.96 442 | 19.40 517 | 33.22 591 | 15.99 445 | 11.29 466 | 13.21 450 | 7.66 459 | 0.23 450 | 0.08 326 | 0.07 392 | 0.04 312 | 0.48 436 | 0.34 407 |
|
| CFNet_pseudo |  | 9.58 479 | 1.91 445 | 10.73 485 | 4.53 290 | 2.91 400 | 14.26 491 | 2.75 351 | 26.73 518 | 32.14 579 | 17.10 464 | 23.02 451 | 22.14 536 | 8.74 407 | 12.17 397 | 7.43 443 | 0.20 429 | 0.45 587 | 1.24 629 | 0.24 501 | 2.49 604 | 0.49 457 |
|
| Anonymous3 |  | 9.60 480 | 3.45 554 | 29.83 653 | 9.58 582 | 4.75 516 | 24.51 619 | 10.20 587 | 24.04 481 | 18.77 431 | 10.42 314 | 14.64 325 | 7.97 301 | 8.75 408 | 14.05 475 | 5.80 412 | 2.44 648 | 1.39 651 | 0.08 403 | 0.06 364 | 0.73 514 | 0.48 453 |
|
| ccs_rob |  | 9.61 481 | 1.92 449 | 10.72 484 | 4.55 292 | 2.89 397 | 14.33 493 | 2.86 360 | 26.85 519 | 32.36 582 | 17.05 462 | 22.91 450 | 22.12 535 | 8.70 405 | 12.10 393 | 7.44 444 | 0.19 421 | 0.44 582 | 1.38 631 | 0.25 507 | 2.68 607 | 0.57 474 |
|
| PCWNet_CMD |  | 9.64 482 | 1.77 424 | 10.59 481 | 4.80 309 | 2.90 398 | 16.25 546 | 2.42 332 | 29.37 555 | 34.10 596 | 17.41 471 | 22.04 440 | 19.10 505 | 7.70 379 | 12.05 385 | 6.86 432 | 0.22 440 | 0.45 587 | 0.80 593 | 0.22 482 | 3.11 619 | 0.69 497 |
|
| MSMDNet |  | 9.64 482 | 1.77 424 | 10.63 482 | 4.83 310 | 2.90 398 | 16.35 547 | 2.37 325 | 29.33 553 | 34.29 599 | 17.43 473 | 22.10 442 | 19.05 504 | 7.79 385 | 12.11 395 | 6.87 433 | 0.23 450 | 0.46 589 | 0.67 582 | 0.21 479 | 2.77 610 | 0.60 480 |
|
| DCVSM-stereo |  | 9.70 484 | 1.83 435 | 11.36 498 | 5.81 404 | 3.59 440 | 10.57 409 | 3.00 364 | 18.71 405 | 22.11 471 | 23.79 586 | 19.02 387 | 29.73 602 | 17.68 593 | 13.33 455 | 9.11 498 | 0.21 434 | 1.14 645 | 0.27 524 | 0.06 364 | 0.75 520 | 1.89 594 |
|
| BSDual-CNN |  | 9.70 484 | 1.48 306 | 7.93 341 | 6.74 485 | 3.96 460 | 16.10 536 | 7.13 527 | 33.06 609 | 21.58 463 | 17.99 486 | 21.34 426 | 22.28 537 | 11.53 474 | 14.18 476 | 7.81 462 | 0.19 421 | 0.13 418 | 0.14 468 | 0.04 312 | 0.30 339 | 0.09 181 |
|
| PSMNet-RSSM |  | 9.71 486 | 1.73 400 | 6.09 254 | 7.47 521 | 4.27 482 | 10.06 398 | 6.00 478 | 29.14 549 | 21.74 467 | 15.76 428 | 32.88 585 | 22.63 540 | 13.18 510 | 12.94 440 | 9.12 499 | 0.09 369 | 0.02 114 | 0.07 392 | 0.10 413 | 0.70 507 | 0.24 359 |
|
| SCION-MonSter(vits) |   | 9.72 487 | 0.74 46 | 3.64 71 | 2.27 43 | 1.61 278 | 6.03 304 | 0.13 40 | 22.99 471 | 42.66 649 | 1.35 46 | 35.14 608 | 16.24 452 | 12.78 502 | 18.37 562 | 22.26 621 | 0.82 586 | 0.16 453 | 1.03 612 | 1.11 636 | 3.99 636 | 1.05 546 |
|
| IER |  | 9.78 488 | 1.55 336 | 9.97 463 | 4.51 288 | 5.23 546 | 13.78 479 | 5.11 446 | 26.66 516 | 22.79 480 | 19.69 524 | 29.45 528 | 16.42 453 | 18.52 605 | 13.64 468 | 7.57 453 | 0.06 349 | 0.03 155 | 0.18 490 | 0.09 401 | 0.18 252 | 0.23 352 |
|
| test_sample6 |  | 9.79 489 | 1.61 365 | 9.84 457 | 5.35 371 | 2.35 359 | 15.59 523 | 6.60 510 | 28.40 538 | 20.96 452 | 19.40 517 | 33.22 591 | 17.17 469 | 11.58 478 | 13.43 459 | 8.82 491 | 0.26 467 | 0.10 367 | 0.10 434 | 0.06 364 | 0.50 450 | 0.41 431 |
|
| psmg |  | 9.80 490 | 1.48 306 | 7.93 341 | 5.18 351 | 3.96 460 | 15.85 528 | 7.93 543 | 29.11 548 | 21.58 463 | 20.93 547 | 25.06 470 | 22.28 537 | 11.53 474 | 14.18 476 | 7.81 462 | 0.19 421 | 0.13 418 | 0.17 485 | 0.04 312 | 0.36 382 | 0.21 333 |
|
| gwcnet-sp |  | 9.81 491 | 2.82 530 | 13.47 535 | 5.99 425 | 4.27 482 | 16.20 542 | 5.91 471 | 25.55 498 | 24.34 503 | 21.01 549 | 20.69 413 | 15.22 431 | 14.96 553 | 14.50 488 | 9.97 508 | 0.05 328 | 0.15 442 | 0.02 302 | 0.08 385 | 0.49 445 | 0.51 459 |
|
| scenet |  | 9.81 491 | 2.82 530 | 13.47 535 | 5.99 425 | 4.27 482 | 16.20 542 | 5.91 471 | 25.55 498 | 24.34 503 | 21.01 549 | 20.69 413 | 15.22 431 | 14.96 553 | 14.50 488 | 9.97 508 | 0.05 328 | 0.15 442 | 0.02 302 | 0.08 385 | 0.49 445 | 0.51 459 |
|
| ssnet |  | 9.81 491 | 2.82 530 | 13.47 535 | 5.99 425 | 4.27 482 | 16.20 542 | 5.91 471 | 25.55 498 | 24.34 503 | 21.01 549 | 20.69 413 | 15.22 431 | 14.96 553 | 14.50 488 | 9.97 508 | 0.05 328 | 0.15 442 | 0.02 302 | 0.08 385 | 0.49 445 | 0.51 459 |
|
| CCAANet |  | 9.84 494 | 1.49 313 | 9.29 426 | 6.41 458 | 5.05 533 | 12.91 463 | 3.79 400 | 28.06 534 | 22.91 481 | 15.23 417 | 36.91 620 | 18.50 497 | 10.70 449 | 16.74 542 | 8.06 474 | 0.12 390 | 0.00 1 | 0.27 524 | 0.01 214 | 0.20 260 | 0.15 271 |
|
| CFNet-ft |   | 9.87 495 | 2.18 496 | 5.49 213 | 7.45 519 | 5.25 549 | 15.76 525 | 5.98 476 | 21.89 456 | 21.87 468 | 14.96 403 | 30.02 536 | 25.68 577 | 13.68 519 | 12.46 415 | 10.94 527 | 0.08 364 | 0.06 258 | 1.83 637 | 0.22 482 | 1.09 547 | 0.43 438 |
|
| CFNet_RVC |  | 9.87 495 | 2.18 496 | 5.49 213 | 7.45 519 | 5.25 549 | 15.76 525 | 5.98 476 | 21.89 456 | 21.87 468 | 14.96 403 | 30.02 536 | 25.68 577 | 13.68 519 | 12.46 415 | 10.94 527 | 0.08 364 | 0.06 258 | 1.83 637 | 0.22 482 | 1.09 547 | 0.43 438 |
|
| PSMNet-ADL |  | 9.88 497 | 2.01 470 | 6.80 287 | 9.18 569 | 4.26 481 | 15.11 510 | 3.50 385 | 27.12 522 | 24.42 506 | 14.72 397 | 18.96 385 | 25.32 575 | 13.43 514 | 15.76 512 | 14.04 556 | 0.79 580 | 0.78 628 | 0.00 1 | 0.02 259 | 0.26 308 | 1.18 561 |
|
| qqq1 |  | 9.96 498 | 1.37 266 | 13.37 529 | 4.41 280 | 1.30 234 | 14.40 497 | 3.29 374 | 30.25 565 | 29.81 551 | 19.55 519 | 29.37 521 | 18.06 488 | 14.40 540 | 15.42 503 | 3.18 301 | 0.38 498 | 0.21 491 | 0.00 1 | 0.01 214 | 0.29 330 | 0.18 299 |
|
| fff1 |  | 9.96 498 | 1.37 266 | 13.37 529 | 4.41 280 | 1.30 234 | 14.40 497 | 3.29 374 | 30.25 565 | 29.81 551 | 19.55 519 | 29.37 521 | 18.06 488 | 14.40 540 | 15.42 503 | 3.18 301 | 0.38 498 | 0.21 491 | 0.00 1 | 0.01 214 | 0.29 330 | 0.18 299 |
|
| UGAM |  | 10.01 500 | 1.28 234 | 9.19 424 | 6.53 467 | 4.31 488 | 6.72 338 | 10.45 592 | 15.31 334 | 25.98 519 | 20.56 541 | 27.42 501 | 22.70 542 | 11.49 472 | 26.30 639 | 10.64 523 | 0.00 1 | 0.00 1 | 0.46 559 | 0.03 288 | 0.39 399 | 0.43 438 |
|
| UDGNet |  | 10.05 501 | 13.89 673 | 10.00 469 | 9.36 573 | 2.69 382 | 7.82 366 | 1.88 277 | 18.86 410 | 34.64 601 | 17.52 477 | 13.70 317 | 13.40 403 | 7.18 370 | 13.01 445 | 6.30 425 | 5.30 675 | 0.08 326 | 12.57 699 | 2.80 665 | 8.19 673 | 1.71 588 |
|
| Selective-IGEV-i16pc |  | 10.06 502 | 1.72 399 | 15.71 573 | 5.65 386 | 1.66 286 | 36.81 685 | 11.67 611 | 18.83 409 | 26.73 528 | 10.16 308 | 21.57 430 | 15.78 441 | 7.07 366 | 14.19 479 | 8.16 479 | 2.15 639 | 0.94 640 | 0.26 521 | 0.53 595 | 0.77 523 | 0.87 525 |
|
| cf-r |  | 10.06 502 | 1.60 360 | 7.99 347 | 5.82 405 | 5.70 579 | 12.92 464 | 4.78 436 | 24.18 485 | 27.47 534 | 16.91 461 | 31.02 554 | 25.12 572 | 14.05 530 | 11.63 363 | 11.01 530 | 0.03 280 | 0.03 155 | 0.05 357 | 0.03 288 | 0.43 413 | 0.39 423 |
|
| ICVP |  | 10.07 504 | 1.73 400 | 6.11 255 | 9.08 565 | 3.31 423 | 12.25 451 | 6.56 507 | 26.30 512 | 22.52 476 | 16.49 449 | 31.80 568 | 26.94 588 | 12.42 494 | 11.35 344 | 10.92 525 | 1.17 618 | 0.57 611 | 0.17 485 | 0.10 413 | 0.58 482 | 1.07 551 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| G2L-Stereo |  | 10.09 505 | 1.97 457 | 9.53 437 | 7.09 501 | 4.21 478 | 9.10 387 | 8.53 553 | 29.05 547 | 22.51 475 | 19.28 516 | 25.57 478 | 22.70 542 | 10.67 448 | 15.44 507 | 14.88 566 | 0.25 462 | 0.04 180 | 0.08 403 | 0.01 214 | 0.36 382 | 0.42 434 |
|
| hknet |  | 10.13 506 | 1.56 346 | 10.27 475 | 6.74 485 | 3.72 447 | 16.10 536 | 7.13 527 | 33.06 609 | 21.12 456 | 17.99 486 | 21.34 426 | 23.11 545 | 14.95 552 | 16.43 535 | 8.34 482 | 0.14 398 | 0.13 418 | 0.14 468 | 0.04 312 | 0.30 339 | 0.09 181 |
|
| AdaStereo |  | 10.22 507 | 3.63 558 | 9.14 422 | 9.15 567 | 3.24 420 | 15.79 527 | 5.39 459 | 31.94 590 | 25.42 512 | 18.39 501 | 26.47 489 | 19.44 510 | 9.50 426 | 16.60 540 | 8.59 487 | 0.44 520 | 0.05 219 | 0.40 554 | 0.00 1 | 0.57 478 | 0.16 280 |
| 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 |  | 10.24 508 | 13.15 667 | 3.65 76 | 3.15 151 | 1.21 224 | 4.01 116 | 1.52 192 | 9.58 199 | 4.09 143 | 3.14 160 | 3.64 109 | 2.67 154 | 4.96 271 | 29.52 658 | 33.91 683 | 0.09 369 | 3.30 685 | 0.00 1 | 0.29 527 | 41.94 722 | 41.00 728 |
|
| CFNet_ucs |  | 10.25 509 | 1.91 445 | 11.88 506 | 4.98 322 | 4.08 470 | 15.11 510 | 3.57 394 | 28.02 533 | 31.98 578 | 18.21 493 | 25.20 473 | 23.27 548 | 9.38 423 | 13.38 456 | 7.22 439 | 0.23 450 | 0.81 629 | 1.65 636 | 0.22 482 | 3.01 615 | 0.93 533 |
|
| iResNet |  | 10.26 510 | 3.10 545 | 15.72 574 | 7.35 512 | 2.13 340 | 13.86 484 | 7.07 524 | 22.80 468 | 28.01 537 | 20.10 533 | 30.40 542 | 16.79 458 | 11.06 460 | 14.46 487 | 10.29 518 | 0.39 508 | 0.05 219 | 0.00 1 | 0.07 376 | 0.73 514 | 0.73 505 |
|
| RAFT + AFF |  | 10.27 511 | 3.77 563 | 17.13 587 | 10.24 604 | 4.97 525 | 13.08 466 | 11.52 609 | 25.69 501 | 25.80 515 | 14.72 397 | 16.12 346 | 19.16 506 | 11.35 470 | 16.24 533 | 9.04 497 | 0.30 477 | 1.46 653 | 0.66 581 | 0.20 475 | 2.03 597 | 1.94 596 |
|
| ACVNet |  | 10.36 512 | 1.68 392 | 5.49 213 | 6.01 428 | 2.75 388 | 12.78 461 | 3.56 392 | 21.89 456 | 34.81 602 | 14.96 403 | 30.78 548 | 24.72 568 | 13.88 527 | 15.81 514 | 17.20 583 | 0.13 395 | 0.01 51 | 0.06 380 | 0.06 364 | 0.51 454 | 0.15 271 |
|
| G2L-Stereo_test |  | 10.39 513 | 1.61 365 | 7.86 337 | 4.75 306 | 4.34 492 | 11.83 438 | 11.94 616 | 32.49 601 | 22.58 477 | 23.08 580 | 24.40 463 | 21.48 527 | 11.95 485 | 15.64 508 | 13.00 543 | 0.04 301 | 0.06 258 | 0.01 269 | 0.02 259 | 0.32 361 | 0.37 417 |
|
| RT-IGEV |  | 10.44 514 | 1.62 371 | 11.92 507 | 5.95 421 | 2.23 348 | 21.30 598 | 14.50 639 | 29.47 556 | 24.30 499 | 21.51 560 | 20.17 402 | 23.81 557 | 12.18 489 | 13.13 449 | 4.90 386 | 0.10 377 | 0.27 536 | 0.05 357 | 0.37 560 | 0.52 461 | 0.55 468 |
|
| test_sample7 |  | 10.45 515 | 2.24 501 | 9.90 459 | 5.32 367 | 2.01 332 | 14.98 507 | 7.44 536 | 28.75 541 | 23.91 496 | 24.38 593 | 21.03 422 | 24.64 564 | 17.82 596 | 13.58 465 | 9.82 504 | 0.59 549 | 0.87 634 | 0.39 553 | 0.12 426 | 0.66 503 | 0.47 449 |
|
| tta |  | 10.45 515 | 1.37 266 | 13.37 529 | 4.41 280 | 1.30 234 | 14.39 494 | 3.29 374 | 30.25 565 | 29.81 551 | 19.55 519 | 29.37 521 | 18.06 488 | 14.40 540 | 15.42 503 | 12.69 540 | 0.38 498 | 0.21 491 | 0.28 532 | 0.03 288 | 0.29 330 | 0.18 299 |
|
| SMFormer |  | 10.46 517 | 1.37 266 | 13.37 529 | 4.41 280 | 1.30 234 | 14.40 497 | 3.29 374 | 30.25 565 | 29.81 551 | 19.55 519 | 29.37 521 | 18.06 488 | 14.40 540 | 15.42 503 | 12.70 541 | 0.38 498 | 0.21 491 | 0.28 532 | 0.03 288 | 0.33 369 | 0.31 397 |
|
| ToySt |  | 10.51 518 | 2.00 462 | 15.67 572 | 5.33 368 | 0.95 188 | 14.97 506 | 9.51 567 | 24.02 480 | 27.37 532 | 14.61 395 | 24.67 468 | 24.56 562 | 14.70 549 | 16.86 544 | 13.35 548 | 0.06 349 | 0.23 509 | 0.03 322 | 0.09 401 | 0.62 490 | 0.67 494 |
|
| AACVNet |  | 10.58 519 | 2.86 533 | 9.78 456 | 8.95 562 | 3.30 422 | 10.80 418 | 4.78 436 | 22.37 462 | 12.55 332 | 27.50 627 | 29.84 533 | 30.06 608 | 15.99 570 | 19.10 573 | 11.60 535 | 0.40 511 | 0.18 469 | 0.22 510 | 0.03 288 | 0.62 490 | 0.73 505 |
|
| GwcNet-RSSM |  | 10.65 520 | 1.94 453 | 8.57 382 | 6.89 494 | 5.26 552 | 12.26 452 | 5.21 448 | 25.80 504 | 31.50 569 | 16.67 455 | 33.52 597 | 23.70 555 | 13.88 527 | 12.84 433 | 13.67 552 | 0.05 328 | 0.10 367 | 0.14 468 | 0.02 259 | 0.65 499 | 0.39 423 |
|
| CFNet |  | 10.67 521 | 2.33 506 | 8.90 394 | 6.66 479 | 4.09 472 | 16.05 532 | 4.26 421 | 30.44 571 | 31.01 565 | 18.53 503 | 26.48 490 | 23.69 554 | 13.68 519 | 15.27 497 | 10.59 522 | 0.05 328 | 0.02 114 | 0.44 556 | 0.05 341 | 0.73 514 | 0.23 352 |
|
| DDVS |  | 10.70 522 | 3.00 541 | 11.95 508 | 6.84 492 | 3.80 453 | 15.73 524 | 2.83 358 | 23.57 476 | 17.37 411 | 20.98 548 | 29.89 534 | 31.40 618 | 8.70 405 | 19.22 576 | 13.19 546 | 0.74 573 | 1.53 656 | 0.07 392 | 0.21 479 | 0.84 529 | 2.11 602 |
|
| mmx |  | 10.71 523 | 1.43 287 | 9.67 448 | 5.70 392 | 3.44 429 | 11.96 443 | 6.35 492 | 32.18 594 | 28.03 538 | 15.83 430 | 31.44 563 | 17.22 470 | 10.87 454 | 16.19 529 | 21.98 616 | 0.22 440 | 0.06 258 | 0.80 593 | 0.08 385 | 0.48 436 | 0.21 333 |
|
| xxx |   | 10.71 523 | 1.43 287 | 9.67 448 | 5.70 392 | 3.44 429 | 11.96 443 | 6.35 492 | 32.18 594 | 28.03 538 | 15.83 430 | 31.44 563 | 17.22 470 | 10.87 454 | 16.19 529 | 21.98 616 | 0.22 440 | 0.06 258 | 0.80 593 | 0.08 385 | 0.48 436 | 0.21 333 |
|
| NINENet |  | 10.74 525 | 2.29 503 | 10.44 478 | 8.03 541 | 5.09 535 | 17.62 569 | 2.79 354 | 38.69 667 | 33.24 590 | 18.35 499 | 26.31 487 | 14.49 419 | 9.40 424 | 15.88 517 | 10.57 519 | 0.41 513 | 0.21 491 | 0.29 536 | 0.00 1 | 0.42 411 | 0.23 352 |
|
| LMCR-Stereo |   | 10.75 526 | 4.13 574 | 10.67 483 | 13.11 651 | 3.99 465 | 16.68 555 | 5.91 471 | 25.30 495 | 22.69 478 | 22.04 567 | 21.80 435 | 14.67 423 | 14.24 536 | 20.55 603 | 15.86 572 | 1.90 634 | 0.04 180 | 0.00 1 | 0.02 259 | 1.29 563 | 0.18 299 |
|
| DeepPruner_ROB |  | 10.77 527 | 4.56 580 | 13.13 524 | 6.37 454 | 4.28 487 | 10.14 399 | 6.86 518 | 36.42 648 | 19.59 437 | 17.87 482 | 27.37 500 | 23.19 547 | 12.26 490 | 19.09 572 | 10.23 516 | 1.05 611 | 0.48 593 | 0.23 514 | 0.15 446 | 0.89 535 | 1.17 559 |
|
| LL-Strereo |  | 10.79 528 | 3.52 556 | 12.54 516 | 8.77 558 | 5.44 565 | 7.49 357 | 9.26 563 | 35.15 635 | 28.70 543 | 16.47 448 | 15.85 342 | 21.06 524 | 17.42 591 | 21.62 609 | 9.72 503 | 0.21 434 | 0.22 501 | 0.74 587 | 0.08 385 | 0.98 541 | 0.60 480 |
|
| DAS |  | 10.80 529 | 2.03 475 | 13.96 544 | 9.01 563 | 6.23 599 | 14.67 503 | 7.38 534 | 21.59 450 | 32.58 585 | 18.67 506 | 28.13 507 | 19.20 507 | 17.08 585 | 16.54 538 | 7.31 441 | 0.58 545 | 0.01 51 | 0.29 536 | 0.01 214 | 0.47 433 | 0.20 321 |
|
| GMStereo_Zeroshot |   | 10.83 530 | 7.81 632 | 19.95 620 | 9.55 580 | 2.47 367 | 11.83 438 | 1.31 162 | 20.84 441 | 20.52 446 | 22.73 574 | 35.93 613 | 24.76 570 | 5.94 315 | 19.68 580 | 7.04 436 | 0.45 522 | 0.02 114 | 0.25 518 | 0.01 214 | 5.38 655 | 0.19 316 |
|
| HSM-Net_RVC |   | 10.88 531 | 1.23 215 | 5.46 208 | 5.57 382 | 2.63 379 | 20.12 588 | 6.06 485 | 27.67 529 | 28.35 542 | 20.63 543 | 25.51 476 | 34.01 641 | 14.38 539 | 16.18 528 | 9.29 500 | 0.11 384 | 0.07 288 | 0.01 269 | 0.00 1 | 0.13 212 | 0.14 250 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| NOSS_ROB |  | 10.99 532 | 3.81 566 | 6.88 290 | 6.69 481 | 2.30 354 | 16.06 534 | 10.94 597 | 30.06 562 | 32.41 583 | 16.10 437 | 18.72 382 | 22.78 544 | 14.21 535 | 17.52 550 | 8.62 489 | 2.35 643 | 1.84 661 | 3.32 664 | 1.57 648 | 2.06 598 | 1.52 578 |
|
| MWSP-net |  | 11.07 533 | 1.78 427 | 11.27 495 | 7.60 527 | 3.08 412 | 16.56 553 | 15.25 649 | 35.42 639 | 30.27 558 | 17.28 469 | 22.29 446 | 18.50 497 | 14.88 551 | 14.19 479 | 10.58 521 | 0.38 498 | 0.18 469 | 0.00 1 | 0.05 341 | 0.17 248 | 1.71 588 |
|
| ac_64 |  | 11.10 534 | 1.49 313 | 9.88 458 | 8.24 548 | 5.45 566 | 19.12 580 | 6.46 501 | 24.10 483 | 14.34 362 | 22.80 576 | 23.87 460 | 33.28 634 | 15.54 565 | 18.87 568 | 17.26 585 | 0.28 473 | 0.12 402 | 0.02 302 | 0.02 259 | 0.26 308 | 0.63 484 |
|
| 1111x |  | 11.32 535 | 1.34 258 | 8.95 399 | 5.20 355 | 1.96 325 | 14.46 500 | 7.75 542 | 35.65 641 | 28.23 541 | 15.66 426 | 26.66 493 | 26.65 582 | 14.76 550 | 15.88 517 | 22.27 623 | 0.24 456 | 0.13 418 | 0.04 346 | 0.06 364 | 0.30 339 | 0.24 359 |
|
| HSM |  | 11.33 536 | 1.80 433 | 7.04 300 | 6.13 441 | 3.99 465 | 16.16 540 | 6.92 521 | 29.69 560 | 19.39 435 | 22.95 577 | 26.05 485 | 41.08 677 | 15.79 568 | 20.25 594 | 8.89 496 | 0.02 239 | 0.03 155 | 0.01 269 | 0.00 1 | 0.15 226 | 0.34 407 |
|
| SepStereo |  | 11.34 537 | 2.03 475 | 13.96 544 | 9.01 563 | 6.23 599 | 14.67 503 | 7.38 534 | 21.59 450 | 32.58 585 | 18.67 506 | 28.13 507 | 19.20 507 | 17.08 585 | 27.36 644 | 7.31 441 | 0.58 545 | 0.01 51 | 0.29 536 | 0.01 214 | 0.47 433 | 0.20 321 |
|
| DMCA-RVC |   | 11.41 538 | 3.32 550 | 11.68 503 | 10.12 599 | 4.81 517 | 11.92 441 | 4.11 411 | 24.67 489 | 23.66 491 | 20.06 532 | 28.51 514 | 26.71 583 | 24.96 645 | 15.95 525 | 14.82 563 | 0.41 513 | 0.34 562 | 0.56 571 | 0.16 449 | 0.72 513 | 0.69 497 |
|
| ITSA-stereo |  | 11.44 539 | 2.03 475 | 10.92 492 | 5.90 416 | 1.78 303 | 12.05 447 | 4.17 416 | 36.77 651 | 49.15 683 | 18.17 491 | 18.53 380 | 21.79 530 | 12.59 500 | 15.74 511 | 14.05 557 | 0.45 522 | 0.39 567 | 0.28 532 | 0.29 527 | 0.98 541 | 2.81 618 |
|
| test_xeample |   | 11.49 540 | 1.24 222 | 7.50 320 | 5.22 359 | 2.18 345 | 17.40 562 | 6.49 503 | 31.14 579 | 22.77 479 | 17.90 484 | 33.09 590 | 18.48 496 | 14.61 546 | 13.51 462 | 37.38 697 | 0.16 410 | 0.13 418 | 0.01 269 | 0.03 288 | 0.23 284 | 0.24 359 |
|
| MWDA-net |  | 11.52 541 | 2.17 492 | 13.46 533 | 6.57 471 | 5.24 548 | 16.95 557 | 9.52 568 | 25.26 494 | 34.05 594 | 25.33 606 | 28.86 517 | 17.99 486 | 18.28 602 | 16.58 539 | 7.51 448 | 0.35 490 | 0.37 565 | 0.01 269 | 0.05 341 | 0.46 425 | 1.31 565 |
|
| coex_refinement |  | 11.56 542 | 1.53 328 | 7.45 319 | 8.18 545 | 5.09 535 | 17.10 559 | 7.07 524 | 31.05 578 | 32.20 581 | 18.57 504 | 30.81 550 | 25.84 579 | 12.31 492 | 13.41 458 | 19.47 598 | 0.23 450 | 0.04 180 | 0.02 302 | 0.10 413 | 0.44 417 | 0.37 417 |
|
| RASNet |  | 11.59 543 | 1.71 397 | 10.36 477 | 6.30 450 | 5.66 575 | 15.48 521 | 6.12 486 | 34.50 629 | 20.86 451 | 16.61 453 | 32.51 580 | 22.04 534 | 23.00 629 | 19.44 577 | 16.15 576 | 0.71 565 | 0.03 155 | 0.05 357 | 0.01 214 | 0.15 226 | 0.13 239 |
|
| ACV-stereo |  | 11.65 544 | 5.15 593 | 28.84 646 | 6.80 489 | 3.33 424 | 20.38 589 | 6.59 509 | 21.03 443 | 20.57 447 | 17.67 479 | 20.95 421 | 26.81 585 | 16.69 577 | 20.19 592 | 13.26 547 | 0.72 567 | 1.11 644 | 0.15 475 | 0.09 401 | 0.65 499 | 2.13 603 |
|
| iResNet_ROB |  | 11.71 545 | 1.96 456 | 10.77 486 | 6.01 428 | 3.68 445 | 15.13 512 | 2.34 321 | 31.72 587 | 37.58 621 | 26.16 615 | 32.77 582 | 25.88 580 | 15.34 563 | 16.35 534 | 7.94 468 | 0.19 421 | 0.01 51 | 0.00 1 | 0.00 1 | 0.31 351 | 0.12 222 |
|
| UPFNet |  | 11.72 546 | 1.52 326 | 10.33 476 | 7.38 514 | 7.14 624 | 20.05 587 | 9.62 570 | 28.90 546 | 25.94 518 | 20.02 530 | 29.73 532 | 20.91 521 | 16.34 573 | 18.61 566 | 16.17 577 | 0.26 467 | 0.17 460 | 0.25 518 | 0.03 288 | 0.55 469 | 0.56 473 |
|
| FADNet-RVC-Resample |  | 11.72 546 | 4.35 578 | 30.33 656 | 9.46 578 | 3.90 457 | 14.11 486 | 7.17 529 | 25.78 502 | 23.31 483 | 23.27 582 | 29.52 529 | 19.50 512 | 15.00 557 | 15.38 502 | 8.33 481 | 0.53 540 | 0.50 598 | 0.49 562 | 0.50 591 | 1.38 570 | 1.67 586 |
|
| xxxx |  | 11.74 548 | 1.16 192 | 7.88 338 | 5.61 384 | 1.99 329 | 20.46 590 | 3.12 370 | 33.99 619 | 23.76 495 | 15.53 423 | 30.67 544 | 26.88 587 | 14.50 544 | 12.98 443 | 35.48 688 | 0.19 421 | 0.18 469 | 0.01 269 | 0.02 259 | 0.22 269 | 0.27 376 |
|
| CBMV_ROB |  | 11.77 549 | 2.89 534 | 6.92 293 | 5.20 355 | 2.88 396 | 14.12 487 | 4.79 438 | 26.69 517 | 29.84 555 | 26.17 616 | 31.92 570 | 23.61 553 | 20.74 621 | 20.20 593 | 10.18 513 | 1.78 631 | 1.80 660 | 2.17 645 | 1.26 642 | 1.61 575 | 0.55 468 |
|
| PStereo |  | 11.80 550 | 21.18 695 | 5.14 177 | 4.07 240 | 1.27 231 | 10.57 409 | 8.37 549 | 16.06 355 | 37.64 622 | 11.94 333 | 1.56 59 | 11.27 356 | 10.54 446 | 24.16 625 | 33.61 679 | 10.87 699 | 1.46 653 | 1.51 633 | 0.88 616 | 14.24 697 | 9.68 693 |
|
| DSFCA |  | 11.85 551 | 2.01 470 | 12.93 522 | 5.40 375 | 6.87 617 | 15.36 515 | 10.45 592 | 30.68 573 | 31.84 571 | 25.99 612 | 23.52 455 | 22.03 533 | 14.05 530 | 20.28 597 | 12.46 538 | 0.57 544 | 0.41 571 | 0.28 532 | 0.38 563 | 1.02 543 | 0.47 449 |
|
| FADNet_RVC |  | 11.94 552 | 5.17 594 | 39.74 674 | 6.44 461 | 3.46 433 | 11.42 432 | 4.17 416 | 29.16 550 | 26.89 529 | 17.97 485 | 25.96 479 | 13.41 404 | 15.67 566 | 15.84 516 | 13.54 551 | 0.90 599 | 0.75 626 | 0.55 569 | 1.20 639 | 3.65 633 | 2.85 619 |
|
| iResNetv2_ROB |  | 12.00 553 | 2.91 536 | 13.46 533 | 5.82 405 | 3.73 448 | 13.15 468 | 6.45 500 | 34.15 621 | 36.02 612 | 25.25 603 | 33.81 601 | 29.79 604 | 14.24 536 | 13.61 467 | 6.10 420 | 0.21 434 | 0.02 114 | 0.12 451 | 0.00 1 | 0.82 527 | 0.25 366 |
|
| hitnet-ft |   | 12.04 554 | 2.11 485 | 6.14 256 | 7.27 509 | 3.90 457 | 25.98 634 | 3.56 392 | 22.56 463 | 23.74 493 | 20.55 539 | 33.81 601 | 31.59 619 | 18.67 608 | 19.47 578 | 17.20 583 | 0.42 517 | 1.36 650 | 0.35 546 | 0.07 376 | 1.11 550 | 0.86 523 |
|
| NLCA_NET_v2_RVC |  | 12.05 555 | 3.43 553 | 16.25 580 | 7.62 528 | 5.58 570 | 14.57 501 | 6.00 478 | 32.98 608 | 27.41 533 | 21.69 562 | 31.40 561 | 25.21 573 | 13.47 515 | 14.96 495 | 15.60 571 | 0.84 591 | 0.33 559 | 0.35 546 | 0.35 553 | 1.29 563 | 1.78 590 |
| 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 |  | 12.16 556 | 1.68 392 | 11.97 509 | 7.70 530 | 6.20 596 | 19.61 584 | 5.52 461 | 25.78 502 | 34.81 602 | 25.62 610 | 30.78 548 | 24.72 568 | 13.20 512 | 15.81 514 | 18.80 594 | 0.13 395 | 0.01 51 | 0.06 380 | 0.06 364 | 0.63 493 | 0.15 271 |
|
| dad |  | 12.24 557 | 10.20 648 | 13.68 541 | 6.64 478 | 1.47 259 | 13.55 477 | 3.58 395 | 17.62 380 | 35.33 607 | 27.15 626 | 32.65 581 | 30.85 612 | 10.86 453 | 14.33 483 | 10.04 511 | 2.95 655 | 0.55 609 | 7.92 689 | 0.91 621 | 3.35 628 | 1.17 559 |
|
| ISRNet |  | 12.26 558 | 2.02 472 | 17.38 588 | 12.71 647 | 6.24 601 | 7.39 355 | 1.62 213 | 29.23 552 | 31.94 577 | 22.65 573 | 35.28 609 | 24.62 563 | 15.27 561 | 15.28 498 | 13.76 554 | 0.78 576 | 1.00 641 | 2.30 648 | 0.52 593 | 0.92 540 | 4.29 643 |
|
| MEA-ACV |  | 12.28 559 | 1.36 263 | 13.61 538 | 6.43 460 | 2.02 334 | 15.19 514 | 4.89 444 | 34.22 624 | 39.29 629 | 21.96 565 | 33.02 588 | 21.88 531 | 19.73 615 | 18.03 559 | 11.63 536 | 0.37 496 | 0.29 543 | 0.03 322 | 0.08 385 | 0.43 413 | 1.14 556 |
|
| pcwnet_v2 |  | 12.32 560 | 2.00 462 | 17.53 592 | 7.79 535 | 5.69 578 | 17.06 558 | 3.69 398 | 36.52 649 | 46.17 667 | 20.55 539 | 29.39 526 | 16.50 454 | 13.00 509 | 15.70 510 | 9.32 501 | 0.50 534 | 1.00 641 | 0.34 545 | 0.24 501 | 2.00 594 | 1.38 570 |
|
| 222 |  | 12.33 561 | 1.29 238 | 8.09 353 | 6.06 433 | 2.14 341 | 19.51 583 | 2.53 338 | 33.63 615 | 23.55 486 | 21.72 563 | 30.51 543 | 20.11 516 | 16.77 579 | 13.22 452 | 46.51 719 | 0.15 407 | 0.14 435 | 0.01 269 | 0.03 288 | 0.26 308 | 0.26 370 |
|
| ADLNet |  | 12.34 562 | 2.22 498 | 10.14 472 | 8.38 551 | 6.78 614 | 17.56 565 | 9.05 557 | 33.21 612 | 26.28 523 | 27.06 623 | 26.01 481 | 26.80 584 | 13.76 522 | 16.99 546 | 18.74 593 | 0.24 456 | 0.39 567 | 0.23 514 | 0.10 413 | 0.64 497 | 2.16 608 |
|
| CBFPSM |  | 12.42 563 | 2.59 523 | 28.96 649 | 4.74 303 | 3.20 417 | 22.33 604 | 16.31 660 | 21.13 445 | 21.03 454 | 21.04 552 | 27.81 503 | 30.24 609 | 15.99 570 | 14.59 492 | 14.80 562 | 0.04 301 | 0.49 596 | 0.10 434 | 0.16 449 | 0.51 454 | 2.34 612 |
|
| DualNet (step1) |  | 12.44 564 | 4.86 587 | 17.49 589 | 5.97 422 | 2.94 403 | 17.57 566 | 8.30 546 | 28.75 541 | 23.91 496 | 24.38 593 | 21.03 422 | 24.64 564 | 17.82 596 | 13.58 465 | 9.82 504 | 6.44 683 | 0.87 634 | 6.62 678 | 7.44 691 | 3.20 624 | 3.11 626 |
|
| ADLNet2 |  | 12.44 564 | 2.17 492 | 12.84 521 | 9.17 568 | 5.82 585 | 20.00 586 | 10.13 585 | 32.53 603 | 36.22 615 | 18.62 505 | 19.39 390 | 21.96 532 | 17.07 584 | 21.43 608 | 19.42 597 | 0.24 456 | 0.15 442 | 0.06 380 | 0.08 385 | 0.86 531 | 0.57 474 |
|
| AASNet |  | 12.49 566 | 2.46 512 | 10.49 479 | 9.82 589 | 6.86 616 | 17.33 561 | 6.73 513 | 41.09 681 | 37.86 625 | 22.53 572 | 29.11 518 | 16.68 457 | 13.48 517 | 14.54 491 | 17.87 589 | 0.20 429 | 0.02 114 | 0.78 589 | 0.05 341 | 1.18 554 | 0.76 509 |
|
| HBP-ISP |  | 12.52 567 | 7.82 633 | 8.47 376 | 7.57 526 | 4.27 482 | 12.56 455 | 6.42 499 | 28.68 540 | 29.56 546 | 21.11 554 | 35.69 611 | 15.85 442 | 18.42 604 | 20.44 600 | 11.00 529 | 3.03 656 | 2.63 675 | 7.09 687 | 3.97 675 | 3.58 631 | 2.27 610 |
|
| Selective-IGEV-i16pb |  | 12.56 568 | 1.79 432 | 18.70 607 | 6.40 457 | 2.14 341 | 35.66 680 | 11.00 599 | 31.78 588 | 35.44 608 | 14.65 396 | 26.95 495 | 19.68 515 | 11.09 461 | 15.94 522 | 13.10 544 | 2.24 640 | 1.00 641 | 0.49 562 | 0.95 625 | 1.14 553 | 1.06 549 |
|
| CRFU-Net |  | 12.56 568 | 2.89 534 | 11.77 504 | 8.18 545 | 5.80 584 | 24.84 622 | 10.46 596 | 24.56 487 | 13.12 340 | 30.06 645 | 29.37 521 | 29.09 595 | 19.64 613 | 19.96 585 | 18.53 592 | 0.82 586 | 0.48 593 | 0.27 524 | 0.15 446 | 0.53 462 | 0.68 495 |
|
| UNet |  | 12.64 570 | 2.02 472 | 13.36 528 | 6.85 493 | 7.76 638 | 25.31 631 | 4.74 435 | 34.10 620 | 28.19 540 | 20.03 531 | 31.07 555 | 27.02 590 | 17.36 589 | 20.18 591 | 13.87 555 | 0.06 349 | 0.05 219 | 0.27 524 | 0.01 214 | 0.23 284 | 0.39 423 |
|
| delet |  | 12.65 571 | 1.85 438 | 11.36 498 | 7.71 532 | 6.22 598 | 22.52 606 | 10.22 589 | 28.14 536 | 37.67 623 | 19.66 523 | 29.24 520 | 21.00 523 | 15.99 570 | 21.97 610 | 17.77 588 | 0.03 280 | 0.07 288 | 0.19 498 | 0.04 312 | 0.60 485 | 0.75 508 |
|
| HGLStereo |  | 12.72 572 | 2.66 525 | 12.34 513 | 9.93 593 | 7.55 632 | 16.16 540 | 7.45 537 | 31.48 585 | 27.01 530 | 20.01 529 | 35.31 610 | 26.98 589 | 18.90 609 | 17.87 554 | 18.90 595 | 0.33 483 | 0.16 453 | 0.07 392 | 0.05 341 | 0.48 436 | 0.70 501 |
|
| GEStereo_RVC |  | 12.81 573 | 2.49 515 | 13.64 539 | 9.68 585 | 4.97 525 | 18.16 571 | 11.30 605 | 31.26 581 | 47.47 674 | 19.84 526 | 26.97 496 | 19.03 503 | 13.19 511 | 20.14 590 | 14.86 565 | 0.83 590 | 0.51 602 | 0.10 434 | 0.13 431 | 0.54 465 | 0.99 540 |
|
| CSP-Net |  | 12.85 574 | 2.95 538 | 9.64 446 | 5.94 420 | 3.96 460 | 25.85 632 | 9.93 574 | 28.81 545 | 26.00 520 | 29.31 641 | 32.44 579 | 30.00 606 | 15.16 559 | 20.25 594 | 14.30 560 | 0.55 543 | 0.19 477 | 0.03 322 | 0.00 1 | 0.65 499 | 0.98 539 |
|
| SGM-Forest |  | 12.92 575 | 1.87 439 | 6.61 273 | 5.68 390 | 2.05 335 | 23.19 612 | 11.30 605 | 34.24 625 | 30.77 563 | 26.54 618 | 31.99 571 | 29.98 605 | 15.74 567 | 21.17 607 | 13.36 549 | 1.05 611 | 0.33 559 | 0.84 600 | 0.01 214 | 0.71 509 | 0.97 536 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| MMNet |  | 12.97 576 | 2.08 481 | 12.74 519 | 6.98 496 | 6.27 603 | 26.39 639 | 4.73 434 | 23.10 472 | 41.79 644 | 25.48 608 | 32.29 578 | 21.09 525 | 17.79 594 | 19.52 579 | 17.90 590 | 0.19 421 | 0.07 288 | 0.10 434 | 0.00 1 | 0.37 389 | 0.59 479 |
|
| STTStereo |  | 12.97 576 | 4.88 590 | 26.57 642 | 7.54 524 | 5.41 562 | 13.43 472 | 6.49 503 | 30.53 572 | 26.35 525 | 25.14 602 | 31.43 562 | 32.00 622 | 14.12 532 | 16.01 527 | 14.83 564 | 0.29 475 | 0.31 551 | 0.67 582 | 1.08 632 | 1.21 556 | 1.11 552 |
|
| TDLM |  | 12.98 578 | 3.78 564 | 9.77 455 | 10.75 620 | 4.94 523 | 16.10 536 | 14.08 635 | 35.05 633 | 31.87 572 | 22.36 569 | 26.51 492 | 26.09 581 | 14.97 556 | 24.73 631 | 13.11 545 | 1.05 611 | 0.05 219 | 1.21 624 | 0.27 520 | 1.83 587 | 1.00 542 |
|
| AANet_RVC |  | 13.16 579 | 5.34 598 | 10.83 489 | 8.20 547 | 4.44 499 | 14.13 488 | 9.46 566 | 28.78 544 | 37.67 623 | 23.44 584 | 37.47 625 | 23.48 551 | 15.83 569 | 22.39 614 | 16.63 579 | 1.67 628 | 0.86 632 | 0.24 517 | 0.02 259 | 0.63 493 | 1.60 582 |
|
| psm_up |  | 13.18 580 | 1.91 445 | 8.81 392 | 9.59 583 | 5.84 588 | 15.17 513 | 11.37 607 | 38.74 668 | 30.81 564 | 20.66 544 | 30.32 541 | 30.00 606 | 23.12 630 | 19.19 574 | 16.02 573 | 0.58 545 | 0.10 367 | 0.17 485 | 0.01 214 | 0.65 499 | 0.55 468 |
|
| xyz-stereo |  | 13.23 581 | 0.83 81 | 38.70 672 | 2.53 78 | 0.83 168 | 41.19 699 | 4.82 442 | 13.68 300 | 26.28 523 | 22.98 578 | 37.78 627 | 29.35 600 | 18.53 606 | 18.11 560 | 7.85 465 | 0.22 440 | 0.03 155 | 0.64 579 | 0.01 214 | 0.13 212 | 0.06 141 |
|
| ssnet_v2 |  | 13.23 581 | 2.43 509 | 11.25 494 | 7.34 511 | 2.92 402 | 23.05 611 | 12.95 623 | 35.93 644 | 32.92 589 | 21.23 557 | 25.38 474 | 28.81 594 | 15.22 560 | 22.57 615 | 19.81 601 | 0.18 417 | 0.08 326 | 0.19 498 | 0.05 341 | 1.24 559 | 1.06 549 |
|
| CVANet_RVC |  | 13.24 583 | 3.39 552 | 8.43 371 | 8.42 552 | 5.04 532 | 18.52 578 | 11.72 613 | 32.03 592 | 33.85 592 | 23.17 581 | 32.77 582 | 29.78 603 | 16.51 576 | 23.20 619 | 11.28 531 | 0.94 600 | 0.04 180 | 1.19 623 | 0.47 587 | 3.13 620 | 1.01 543 |
|
| FADNet-RVC |  | 13.27 584 | 11.57 663 | 39.71 673 | 7.94 538 | 4.50 505 | 15.41 518 | 6.95 523 | 27.96 531 | 22.98 482 | 20.37 538 | 30.73 547 | 26.86 586 | 11.31 469 | 20.50 602 | 14.28 559 | 0.14 398 | 0.14 435 | 0.13 463 | 0.18 456 | 2.83 611 | 0.86 523 |
|
| DLCB_ROB |  | 13.35 585 | 3.00 541 | 9.12 418 | 9.43 574 | 5.68 576 | 21.80 601 | 10.12 584 | 29.19 551 | 29.92 556 | 27.71 628 | 31.45 567 | 32.37 625 | 19.50 612 | 19.02 570 | 16.73 580 | 0.22 440 | 0.04 180 | 0.38 552 | 0.06 364 | 0.49 445 | 0.85 522 |
|
| StereoDRNet-Refined |  | 13.36 586 | 2.80 528 | 10.82 488 | 7.94 538 | 3.10 413 | 18.95 579 | 4.45 425 | 28.47 539 | 29.65 549 | 29.11 637 | 41.47 652 | 24.44 561 | 17.64 592 | 23.34 621 | 21.66 612 | 0.16 410 | 0.07 288 | 0.53 567 | 0.32 543 | 0.77 523 | 1.64 584 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| SACVNet |  | 13.38 587 | 4.08 572 | 11.41 500 | 11.67 637 | 5.79 583 | 17.28 560 | 9.39 564 | 32.77 605 | 22.29 472 | 28.11 631 | 33.35 593 | 32.48 626 | 21.86 625 | 19.75 581 | 10.28 517 | 1.00 607 | 0.48 593 | 0.85 601 | 0.29 527 | 1.31 566 | 3.08 624 |
|
| iinet-f |  | 13.51 588 | 4.29 575 | 45.90 687 | 6.01 428 | 3.96 460 | 21.00 593 | 13.40 629 | 27.40 527 | 21.12 456 | 21.11 554 | 30.72 546 | 21.49 528 | 16.96 582 | 15.33 499 | 19.50 599 | 0.12 390 | 0.42 575 | 0.09 415 | 0.05 341 | 0.89 535 | 0.39 423 |
|
| rvit_105_1 |  | 13.56 589 | 5.57 601 | 19.88 619 | 13.22 652 | 4.58 510 | 15.04 509 | 28.61 710 | 26.56 515 | 42.75 651 | 18.83 509 | 24.53 465 | 20.93 522 | 13.85 525 | 18.02 558 | 11.90 537 | 1.74 629 | 0.60 613 | 0.25 518 | 2.10 659 | 0.61 487 | 1.64 584 |
|
| CBMV |   | 13.69 590 | 3.63 558 | 8.02 350 | 5.93 419 | 2.69 382 | 22.57 607 | 12.44 620 | 29.81 561 | 31.57 570 | 31.20 651 | 33.79 600 | 31.04 613 | 17.41 590 | 25.28 634 | 14.11 558 | 0.71 565 | 0.60 613 | 0.60 575 | 0.11 423 | 1.11 550 | 1.13 555 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| PS-NSSS |  | 13.70 591 | 7.41 629 | 14.68 560 | 6.70 482 | 5.63 573 | 18.43 576 | 12.59 621 | 38.89 670 | 25.56 513 | 20.27 536 | 35.71 612 | 21.11 526 | 16.35 574 | 17.16 548 | 17.56 586 | 2.28 641 | 0.53 606 | 5.37 670 | 0.36 556 | 4.28 641 | 3.09 625 |
|
| FADNet |  | 14.18 592 | 10.92 657 | 37.56 669 | 7.79 535 | 6.64 608 | 17.48 564 | 6.91 520 | 34.73 631 | 34.03 593 | 18.85 510 | 27.02 497 | 28.26 592 | 14.24 536 | 17.77 553 | 10.09 512 | 0.41 513 | 0.67 620 | 0.37 550 | 0.37 560 | 8.13 671 | 1.34 567 |
|
| fast-acv-ft |  | 14.25 593 | 4.00 571 | 16.20 578 | 7.51 522 | 5.14 542 | 26.38 638 | 9.77 572 | 24.62 488 | 34.84 604 | 25.30 605 | 37.27 623 | 32.09 623 | 20.38 619 | 18.32 561 | 19.50 599 | 0.36 493 | 0.32 554 | 0.63 577 | 0.47 587 | 1.18 554 | 0.76 509 |
|
| DStereoRT |  | 14.31 594 | 2.30 504 | 10.03 471 | 10.45 608 | 5.01 531 | 18.36 573 | 6.38 497 | 27.11 521 | 26.47 526 | 15.77 429 | 24.40 463 | 10.48 342 | 14.62 547 | 17.08 547 | 9.45 502 | 1.32 622 | 0.51 602 | 57.89 730 | 25.93 719 | 0.56 476 | 2.01 599 |
|
| pmcnn |  | 14.59 595 | 3.68 561 | 19.78 618 | 6.83 491 | 4.51 506 | 21.27 597 | 14.67 641 | 27.37 525 | 30.54 560 | 27.09 625 | 40.19 644 | 38.71 663 | 18.53 606 | 17.70 552 | 19.27 596 | 0.84 591 | 0.09 345 | 0.00 1 | 0.00 1 | 0.48 436 | 0.31 397 |
|
| Anonymous_2 |  | 14.95 596 | 6.75 622 | 17.63 594 | 5.45 378 | 7.10 623 | 26.19 635 | 11.58 610 | 18.06 395 | 17.30 409 | 17.61 478 | 15.47 336 | 23.33 549 | 20.95 623 | 20.55 603 | 14.63 561 | 11.05 703 | 12.86 713 | 11.27 697 | 25.12 718 | 11.32 689 | 4.82 651 |
|
| z-ln-s-r |  | 14.97 597 | 6.05 605 | 40.55 676 | 5.39 374 | 5.41 562 | 13.95 485 | 13.34 628 | 21.84 454 | 36.75 618 | 18.86 511 | 43.90 670 | 23.71 556 | 16.41 575 | 22.64 617 | 28.99 669 | 0.02 239 | 0.02 114 | 0.00 1 | 0.00 1 | 1.04 545 | 0.48 453 |
|
| test_sample9 |  | 15.04 598 | 4.86 587 | 17.49 589 | 5.97 422 | 2.94 403 | 17.57 566 | 8.30 546 | 28.75 541 | 23.91 496 | 24.38 593 | 21.03 422 | 24.64 564 | 17.82 596 | 20.07 588 | 20.17 603 | 6.44 683 | 36.07 732 | 6.62 678 | 7.44 691 | 3.20 624 | 3.11 626 |
|
| NVstereo2D |  | 15.15 599 | 2.97 539 | 16.28 581 | 9.23 571 | 7.56 633 | 30.03 656 | 9.53 569 | 42.80 691 | 42.72 650 | 15.11 409 | 27.03 498 | 23.16 546 | 16.93 581 | 24.28 627 | 15.45 569 | 3.07 658 | 0.43 580 | 1.44 632 | 0.61 601 | 6.74 661 | 7.60 679 |
|
| TCMNet |  | 15.19 600 | 6.68 619 | 19.70 616 | 13.83 657 | 12.53 687 | 26.35 637 | 13.66 630 | 29.47 556 | 35.21 605 | 24.71 597 | 31.20 557 | 23.44 550 | 15.13 558 | 18.97 569 | 22.59 626 | 1.13 615 | 0.65 617 | 2.04 641 | 0.97 627 | 3.18 621 | 2.31 611 |
|
| Wz-Net-LNSev-Ref |  | 15.26 601 | 3.68 561 | 27.36 644 | 7.11 504 | 5.83 587 | 24.88 624 | 12.12 618 | 30.19 564 | 36.12 614 | 27.08 624 | 45.98 675 | 29.10 596 | 13.65 518 | 20.45 601 | 20.26 606 | 0.67 562 | 0.00 1 | 0.10 434 | 0.00 1 | 0.32 361 | 0.26 370 |
|
| StereoDRNet |  | 15.30 602 | 4.47 579 | 14.35 556 | 10.71 616 | 8.69 654 | 25.02 627 | 11.03 600 | 39.66 672 | 35.62 610 | 29.17 638 | 28.81 515 | 34.05 642 | 17.80 595 | 18.80 567 | 23.77 632 | 0.41 513 | 0.30 547 | 0.15 475 | 0.14 437 | 1.64 579 | 1.42 572 |
|
| FINET |  | 15.49 603 | 6.08 606 | 24.99 637 | 8.12 543 | 7.69 636 | 21.80 601 | 22.35 690 | 33.76 617 | 48.27 676 | 25.99 612 | 32.27 577 | 19.48 511 | 16.83 580 | 19.07 571 | 16.38 578 | 1.37 623 | 0.70 621 | 0.95 608 | 0.27 520 | 2.61 606 | 0.90 529 |
|
| DRN-Test |  | 15.88 604 | 3.83 567 | 14.70 561 | 9.96 595 | 8.02 645 | 28.93 652 | 14.65 640 | 42.34 686 | 38.25 628 | 28.18 632 | 34.31 605 | 29.22 598 | 18.35 603 | 20.01 586 | 22.68 627 | 0.37 496 | 0.41 571 | 0.46 559 | 0.28 523 | 1.28 562 | 1.34 567 |
|
| YMNet |  | 15.91 605 | 5.68 603 | 21.74 629 | 10.94 623 | 8.77 656 | 25.22 629 | 9.21 560 | 32.22 598 | 31.35 566 | 33.81 669 | 38.84 635 | 34.00 639 | 17.83 599 | 19.95 583 | 21.57 610 | 0.87 595 | 1.30 646 | 1.22 626 | 0.91 621 | 1.64 579 | 1.18 561 |
|
| YMNet_1 |  | 15.91 605 | 5.68 603 | 21.74 629 | 10.94 623 | 8.77 656 | 25.22 629 | 9.21 560 | 32.22 598 | 31.35 566 | 33.81 669 | 38.84 635 | 34.00 639 | 17.83 599 | 19.95 583 | 21.57 610 | 0.87 595 | 1.30 646 | 1.22 626 | 0.91 621 | 1.64 579 | 1.18 561 |
|
| SDNR |  | 16.15 607 | 5.23 596 | 28.92 648 | 5.73 399 | 6.05 595 | 56.85 719 | 3.26 371 | 23.18 473 | 29.73 550 | 20.62 542 | 36.48 616 | 13.59 408 | 16.97 583 | 18.43 563 | 13.44 550 | 10.56 698 | 13.84 715 | 3.10 661 | 0.44 582 | 7.80 667 | 8.81 686 |
|
| PA-Net |  | 16.29 608 | 6.88 624 | 27.34 643 | 9.88 592 | 11.12 676 | 21.77 600 | 28.15 709 | 32.06 593 | 39.49 630 | 19.99 528 | 27.91 504 | 23.50 552 | 20.59 620 | 20.25 594 | 24.04 635 | 0.24 456 | 2.26 671 | 0.22 510 | 4.59 679 | 1.13 552 | 4.48 647 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| DISCO |  | 16.36 609 | 1.88 441 | 16.15 577 | 7.78 534 | 4.19 477 | 26.92 642 | 10.21 588 | 30.31 569 | 44.26 660 | 21.35 559 | 33.91 603 | 35.80 652 | 22.40 627 | 35.65 680 | 33.87 681 | 0.18 417 | 0.08 326 | 0.04 346 | 0.04 312 | 1.71 583 | 0.54 466 |
|
| GwcNet |   | 16.48 610 | 5.23 596 | 20.03 621 | 10.24 604 | 8.48 650 | 28.79 649 | 10.09 582 | 38.60 666 | 44.51 661 | 23.29 583 | 36.95 621 | 31.29 616 | 19.79 617 | 20.42 599 | 25.70 648 | 0.54 541 | 0.72 622 | 0.57 572 | 0.39 566 | 1.37 569 | 2.64 615 |
|
| NaN_ROB |  | 16.51 611 | 6.51 615 | 16.22 579 | 10.53 612 | 4.64 513 | 31.76 666 | 17.78 672 | 37.00 655 | 43.37 655 | 29.68 643 | 31.29 558 | 32.67 631 | 20.32 618 | 28.00 650 | 16.06 574 | 0.38 498 | 0.41 571 | 0.32 542 | 0.41 570 | 0.87 533 | 1.94 596 |
|
| SCION-MonSter |   | 16.77 612 | 6.58 617 | 20.48 624 | 12.74 648 | 8.64 652 | 36.06 683 | 5.09 445 | 25.97 507 | 46.64 671 | 18.96 512 | 46.39 680 | 18.07 492 | 17.18 587 | 23.21 620 | 30.53 674 | 0.84 591 | 0.17 460 | 6.31 676 | 4.87 681 | 5.17 652 | 1.55 580 |
|
| FAT-Stereo |  | 16.81 613 | 2.97 539 | 17.56 593 | 9.80 588 | 6.21 597 | 16.12 539 | 13.23 627 | 38.18 665 | 39.67 633 | 27.00 622 | 39.73 642 | 37.55 659 | 31.30 675 | 20.39 598 | 21.52 609 | 3.44 660 | 2.05 663 | 0.81 598 | 1.10 633 | 1.89 590 | 5.72 656 |
|
| S-Stereo |  | 16.85 614 | 3.95 570 | 20.67 625 | 12.08 643 | 8.91 660 | 21.68 599 | 12.61 622 | 32.20 597 | 44.61 662 | 22.37 570 | 38.42 633 | 29.15 597 | 28.02 659 | 18.58 565 | 22.36 625 | 2.88 654 | 3.11 684 | 0.87 605 | 1.82 653 | 3.58 631 | 9.08 688 |
|
| DANet |  | 16.85 614 | 8.00 634 | 26.04 641 | 14.56 666 | 7.25 626 | 20.59 591 | 5.37 452 | 26.22 511 | 26.02 522 | 32.17 659 | 36.00 614 | 37.20 657 | 29.77 667 | 30.75 660 | 24.62 640 | 1.14 617 | 1.34 648 | 2.21 646 | 0.51 592 | 3.18 621 | 4.07 641 |
| 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 |  | 16.87 616 | 16.27 682 | 17.93 600 | 11.24 631 | 6.69 611 | 28.95 653 | 10.44 591 | 41.23 683 | 21.49 461 | 29.68 643 | 34.27 604 | 32.48 626 | 11.00 458 | 20.05 587 | 15.09 567 | 8.22 690 | 2.59 674 | 12.23 698 | 0.75 612 | 10.40 682 | 6.34 663 |
|
| PSMNet_ROB |  | 16.90 617 | 5.45 599 | 14.16 549 | 13.77 655 | 7.25 626 | 27.65 645 | 32.74 716 | 43.21 694 | 37.88 626 | 24.00 587 | 32.97 587 | 34.55 646 | 16.69 577 | 17.41 549 | 23.96 634 | 0.38 498 | 0.22 501 | 0.93 607 | 2.05 657 | 1.83 587 | 0.96 535 |
|
| GANet |  | 16.92 618 | 4.32 577 | 12.46 515 | 10.84 622 | 4.24 479 | 23.04 610 | 15.36 654 | 39.91 675 | 34.47 600 | 32.42 660 | 45.10 674 | 40.04 672 | 27.54 654 | 23.61 624 | 20.20 605 | 1.02 610 | 0.08 326 | 0.67 582 | 0.22 482 | 1.87 589 | 0.97 536 |
|
| Syn2CoEx |  | 17.03 619 | 10.40 651 | 25.65 640 | 20.35 685 | 8.02 645 | 26.28 636 | 11.27 604 | 37.16 657 | 32.69 587 | 28.89 635 | 40.17 643 | 29.27 599 | 26.63 649 | 19.19 574 | 17.63 587 | 0.98 605 | 0.54 607 | 1.23 628 | 0.23 491 | 1.82 586 | 2.24 609 |
|
| test_sample8 |  | 17.19 620 | 4.86 587 | 17.49 589 | 5.97 422 | 2.94 403 | 17.57 566 | 8.30 546 | 31.87 589 | 18.55 428 | 33.54 666 | 26.00 480 | 40.64 675 | 32.90 680 | 20.07 588 | 20.17 603 | 6.44 683 | 36.07 732 | 6.62 678 | 7.44 691 | 3.20 624 | 3.11 626 |
|
| NCCL2 |  | 17.23 621 | 6.37 614 | 14.30 555 | 23.45 698 | 7.18 625 | 24.16 616 | 17.05 667 | 34.39 627 | 25.88 516 | 31.55 653 | 38.01 629 | 42.09 682 | 26.81 650 | 20.94 606 | 22.69 628 | 0.45 522 | 0.23 509 | 2.63 654 | 1.80 652 | 2.02 596 | 2.57 613 |
|
| GASNet |  | 17.30 622 | 19.38 690 | 30.46 657 | 20.66 687 | 9.36 664 | 16.06 534 | 9.06 558 | 43.89 698 | 40.04 636 | 25.35 607 | 23.73 456 | 32.90 632 | 15.37 564 | 28.91 652 | 17.05 581 | 3.04 657 | 0.27 536 | 1.88 639 | 0.45 585 | 6.73 660 | 1.37 569 |
|
| ADCRef |  | 17.30 622 | 6.73 621 | 42.01 682 | 10.11 598 | 8.78 658 | 26.61 640 | 10.45 592 | 31.29 583 | 32.75 588 | 31.19 650 | 41.62 655 | 18.47 495 | 19.78 616 | 24.29 628 | 34.06 684 | 0.76 574 | 0.42 575 | 2.16 644 | 1.79 651 | 1.23 558 | 1.56 581 |
|
| XPNet_ROB |  | 17.33 624 | 4.84 585 | 15.44 568 | 11.15 628 | 6.64 608 | 20.88 592 | 16.10 657 | 36.26 647 | 39.54 631 | 31.80 657 | 41.32 650 | 41.30 679 | 23.91 634 | 24.67 629 | 27.40 656 | 1.07 614 | 0.74 624 | 0.79 591 | 0.25 507 | 1.10 549 | 1.31 565 |
|
| w-ln-seven-2 |  | 17.58 625 | 7.62 631 | 41.78 680 | 11.29 633 | 6.55 607 | 23.49 613 | 14.08 635 | 29.64 559 | 39.85 635 | 28.44 634 | 42.38 658 | 30.45 610 | 27.66 656 | 22.16 612 | 22.15 619 | 0.44 520 | 0.49 596 | 0.65 580 | 0.17 454 | 1.58 574 | 0.81 514 |
|
| RP |  | 17.58 625 | 4.92 591 | 15.27 567 | 15.44 672 | 11.95 684 | 21.05 594 | 11.75 614 | 27.64 528 | 45.09 665 | 22.99 579 | 42.05 657 | 39.39 668 | 27.74 657 | 25.54 635 | 22.33 624 | 5.45 676 | 0.59 612 | 4.33 666 | 1.62 650 | 3.53 630 | 2.86 621 |
|
| SuperB |  | 17.60 627 | 6.22 613 | 56.40 709 | 7.91 537 | 5.07 534 | 19.70 585 | 9.03 556 | 24.87 490 | 50.15 690 | 26.25 617 | 39.13 637 | 17.61 478 | 20.84 622 | 22.28 613 | 25.31 644 | 0.70 563 | 0.31 551 | 1.10 618 | 0.71 609 | 16.58 703 | 1.86 591 |
|
| ETE_ROB |  | 17.67 628 | 9.48 642 | 17.66 595 | 13.60 653 | 4.57 509 | 23.03 609 | 21.09 685 | 32.49 601 | 35.24 606 | 30.49 647 | 38.06 630 | 46.18 695 | 24.49 637 | 26.40 640 | 24.21 637 | 0.46 527 | 0.24 520 | 1.14 619 | 0.84 615 | 1.52 573 | 2.13 603 |
|
| APVNet |  | 17.75 629 | 5.46 600 | 20.35 623 | 12.31 645 | 8.40 649 | 30.16 658 | 24.10 699 | 41.14 682 | 30.12 557 | 25.08 601 | 41.09 648 | 31.24 614 | 23.12 630 | 27.07 643 | 27.86 662 | 0.34 487 | 0.56 610 | 3.02 659 | 0.52 593 | 1.68 582 | 1.45 574 |
|
| PWCDC_ROB |   | 17.80 630 | 9.62 643 | 18.38 604 | 17.95 679 | 7.74 637 | 24.61 621 | 5.56 464 | 34.41 628 | 52.79 695 | 29.66 642 | 50.20 691 | 20.63 519 | 19.69 614 | 29.85 659 | 20.87 607 | 6.18 680 | 0.26 532 | 0.10 434 | 0.05 341 | 5.36 654 | 2.00 598 |
|
| MDST_ROB |  | 17.92 631 | 1.60 360 | 13.68 541 | 13.88 659 | 6.44 605 | 43.05 701 | 14.86 643 | 42.74 690 | 41.66 642 | 43.25 695 | 42.85 662 | 28.43 593 | 17.28 588 | 29.35 655 | 16.06 574 | 0.88 598 | 0.11 389 | 0.63 577 | 0.47 587 | 0.50 450 | 0.64 490 |
|
| Nwc_Net |  | 17.98 632 | 4.67 582 | 17.79 599 | 14.26 662 | 11.65 682 | 25.14 628 | 14.88 644 | 40.85 679 | 39.83 634 | 21.07 553 | 43.24 664 | 34.50 645 | 27.64 655 | 26.44 642 | 25.03 641 | 3.22 659 | 0.18 469 | 2.52 653 | 3.18 666 | 1.98 592 | 1.51 577 |
|
| ADCP+ |  | 18.16 633 | 4.61 581 | 32.94 660 | 9.31 572 | 10.23 669 | 28.87 650 | 11.69 612 | 33.43 613 | 36.49 616 | 29.28 640 | 40.49 645 | 24.18 560 | 24.61 640 | 33.89 669 | 35.33 686 | 0.25 462 | 0.40 570 | 2.00 640 | 1.17 638 | 2.16 599 | 1.87 593 |
|
| Wz-Net-LNSev |  | 18.19 634 | 10.57 653 | 41.33 678 | 10.19 601 | 7.94 643 | 24.29 617 | 15.28 652 | 34.15 621 | 43.38 656 | 32.90 663 | 43.72 668 | 31.94 621 | 22.21 626 | 20.81 605 | 22.26 621 | 0.47 528 | 0.22 501 | 0.00 1 | 0.02 259 | 1.22 557 | 0.94 534 |
|
| PWC_ROB |   | 18.37 635 | 10.55 652 | 25.19 638 | 10.21 602 | 6.29 604 | 23.75 614 | 4.79 438 | 35.93 644 | 48.75 680 | 32.56 661 | 44.46 673 | 34.68 647 | 24.78 642 | 30.99 661 | 25.72 649 | 1.38 625 | 0.08 326 | 1.57 634 | 0.26 513 | 2.18 600 | 3.17 631 |
|
| AF-Net |  | 18.38 636 | 5.60 602 | 14.21 551 | 15.95 673 | 10.78 672 | 22.26 603 | 10.45 592 | 35.39 637 | 50.22 691 | 24.71 597 | 37.77 626 | 41.55 680 | 29.24 665 | 29.11 653 | 26.67 650 | 4.35 670 | 0.06 258 | 4.56 668 | 0.90 618 | 2.42 601 | 1.38 570 |
|
| stereogan |  | 18.62 637 | 3.07 543 | 16.31 582 | 13.04 650 | 9.99 667 | 35.74 681 | 9.09 559 | 38.17 664 | 45.27 666 | 24.39 596 | 41.24 649 | 39.93 670 | 25.46 646 | 31.29 663 | 24.33 639 | 1.80 632 | 0.91 638 | 2.71 656 | 0.75 612 | 5.15 651 | 3.70 632 |
|
| edge stereo |  | 18.75 638 | 5.12 592 | 17.66 595 | 10.77 621 | 7.84 641 | 22.41 605 | 11.03 600 | 35.23 636 | 42.07 648 | 34.62 671 | 42.74 660 | 41.28 678 | 35.50 686 | 25.14 633 | 24.17 636 | 2.42 647 | 2.42 673 | 6.35 677 | 1.45 646 | 2.89 614 | 3.80 633 |
|
| RYNet |  | 18.92 639 | 4.69 584 | 16.88 586 | 10.99 625 | 15.84 697 | 46.72 704 | 16.57 663 | 37.84 661 | 48.03 675 | 26.92 620 | 26.48 490 | 37.84 662 | 24.92 644 | 19.80 582 | 31.04 676 | 0.25 462 | 0.25 528 | 0.62 576 | 0.03 288 | 6.34 659 | 6.39 664 |
|
| Wz-Net-MNSev |  | 18.98 640 | 6.53 616 | 33.16 662 | 10.15 600 | 7.26 628 | 38.37 692 | 16.45 661 | 34.19 623 | 43.20 654 | 30.65 648 | 40.76 646 | 40.51 674 | 19.24 611 | 27.56 645 | 28.06 667 | 0.81 585 | 0.26 532 | 0.05 357 | 0.10 413 | 1.45 572 | 0.84 519 |
|
| LALA_ROB |  | 19.19 641 | 7.15 627 | 15.93 576 | 12.96 649 | 5.30 557 | 28.30 648 | 23.21 697 | 42.51 687 | 36.69 617 | 33.45 665 | 40.81 647 | 50.96 707 | 24.53 638 | 27.92 647 | 25.66 647 | 0.60 550 | 0.44 582 | 2.04 641 | 1.22 640 | 2.54 605 | 1.47 575 |
|
| aanetorigin |  | 19.21 642 | 12.59 665 | 53.50 696 | 9.67 584 | 7.83 640 | 11.85 440 | 13.87 633 | 17.05 371 | 34.15 597 | 49.18 705 | 48.89 687 | 34.05 642 | 30.22 669 | 22.86 618 | 28.00 666 | 1.01 609 | 0.75 626 | 0.67 582 | 0.89 617 | 3.07 617 | 4.14 642 |
|
| SGM_RVC |   | 19.52 643 | 2.12 488 | 6.79 286 | 6.59 472 | 1.33 245 | 38.20 691 | 15.74 655 | 38.13 663 | 34.07 595 | 45.71 700 | 41.91 656 | 51.41 708 | 38.10 693 | 38.77 696 | 27.80 661 | 0.61 554 | 0.36 564 | 0.51 565 | 0.33 548 | 1.03 544 | 0.90 529 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| RTSC |  | 19.64 644 | 9.36 639 | 31.06 658 | 10.99 625 | 6.24 601 | 28.10 647 | 10.14 586 | 37.50 660 | 58.34 718 | 31.74 655 | 36.70 618 | 32.50 628 | 21.03 624 | 36.00 685 | 37.24 696 | 1.23 620 | 0.44 582 | 0.12 451 | 0.31 540 | 1.98 592 | 1.69 587 |
|
| NCC-stereo |  | 19.75 645 | 6.08 606 | 23.96 633 | 15.05 668 | 16.17 698 | 18.42 574 | 21.45 686 | 43.31 696 | 41.00 640 | 24.30 591 | 38.12 631 | 34.98 648 | 26.92 651 | 35.46 677 | 25.65 645 | 4.29 668 | 2.07 666 | 3.24 662 | 8.90 701 | 2.86 612 | 2.86 621 |
|
| Abc-Net |  | 19.75 645 | 6.08 606 | 23.96 633 | 15.05 668 | 16.17 698 | 18.42 574 | 21.45 686 | 43.31 696 | 41.00 640 | 24.30 591 | 38.12 631 | 34.98 648 | 26.92 651 | 35.46 677 | 25.65 645 | 4.29 668 | 2.07 666 | 3.24 662 | 8.90 701 | 2.86 612 | 2.86 621 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| DGSMNet |  | 19.79 647 | 12.06 664 | 33.43 663 | 13.79 656 | 16.23 700 | 22.97 608 | 15.88 656 | 35.41 638 | 41.96 646 | 19.90 527 | 32.16 576 | 35.60 651 | 18.14 601 | 29.48 657 | 23.10 629 | 3.85 664 | 3.89 697 | 6.16 675 | 4.75 680 | 13.56 693 | 13.44 702 |
|
| RGC |  | 19.90 648 | 13.26 669 | 20.24 622 | 18.19 680 | 14.06 693 | 21.21 595 | 14.33 637 | 34.97 632 | 43.60 658 | 27.73 629 | 41.49 653 | 39.76 669 | 27.98 658 | 34.52 672 | 21.37 608 | 3.66 663 | 0.54 607 | 8.67 690 | 4.16 677 | 4.19 639 | 4.02 639 |
|
| DeepPrunerF |  | 19.92 649 | 11.02 660 | 44.29 683 | 20.74 688 | 17.75 702 | 19.19 581 | 22.57 691 | 36.86 654 | 49.93 686 | 25.48 608 | 36.62 617 | 24.69 567 | 23.97 635 | 23.44 622 | 21.79 613 | 2.68 652 | 1.63 658 | 5.70 672 | 3.95 674 | 3.38 629 | 2.67 616 |
|
| WCMA_ROB |  | 20.02 650 | 4.30 576 | 19.72 617 | 9.47 579 | 7.00 621 | 32.71 672 | 13.99 634 | 31.97 591 | 32.48 584 | 41.51 690 | 52.00 696 | 44.09 686 | 36.14 688 | 32.43 665 | 24.29 638 | 6.19 681 | 2.79 680 | 1.09 617 | 1.10 633 | 3.95 635 | 3.13 629 |
|
| MSAF-DinoV2 |  | 20.61 651 | 7.35 628 | 24.41 635 | 11.43 636 | 4.88 520 | 30.12 657 | 16.70 664 | 39.67 673 | 54.27 699 | 22.75 575 | 32.01 572 | 48.05 701 | 30.44 671 | 37.52 690 | 40.45 704 | 0.72 567 | 0.50 598 | 0.44 556 | 1.23 641 | 4.64 643 | 4.54 648 |
|
| psmorigin |  | 20.95 652 | 10.24 650 | 35.84 665 | 9.75 586 | 7.05 622 | 24.59 620 | 10.11 583 | 32.85 607 | 32.17 580 | 43.09 693 | 54.57 706 | 42.79 683 | 36.62 689 | 35.99 684 | 27.41 657 | 1.58 627 | 2.72 678 | 0.79 591 | 1.05 630 | 3.26 627 | 6.50 665 |
|
| SANet |  | 20.96 653 | 6.60 618 | 29.81 652 | 8.83 559 | 3.19 416 | 31.27 665 | 20.56 683 | 41.86 685 | 56.09 710 | 39.30 685 | 43.62 666 | 44.95 688 | 31.93 677 | 27.83 646 | 23.67 631 | 0.94 600 | 0.52 605 | 0.99 610 | 0.42 575 | 4.72 645 | 2.03 600 |
|
| FBW_ROB |  | 21.00 654 | 10.23 649 | 22.72 631 | 13.71 654 | 6.77 613 | 30.49 663 | 16.46 662 | 44.58 699 | 43.57 657 | 44.25 698 | 39.59 640 | 43.27 685 | 26.12 648 | 33.96 670 | 21.80 614 | 2.58 651 | 1.84 661 | 7.14 688 | 2.78 664 | 4.00 637 | 4.06 640 |
|
| w-ln-seven |  | 21.04 655 | 9.30 637 | 55.15 707 | 11.32 634 | 9.98 666 | 30.27 659 | 18.05 674 | 37.06 656 | 55.12 706 | 36.70 677 | 43.26 665 | 33.73 638 | 22.90 628 | 22.63 616 | 29.52 670 | 0.39 508 | 0.18 469 | 0.85 601 | 0.16 449 | 2.75 609 | 1.47 575 |
|
| z-mn7 |  | 21.05 656 | 9.91 645 | 45.96 688 | 11.27 632 | 5.23 546 | 33.41 674 | 15.27 651 | 35.65 641 | 57.07 714 | 26.62 619 | 53.08 698 | 32.21 624 | 24.80 643 | 35.65 680 | 30.93 675 | 0.49 531 | 0.25 528 | 0.55 569 | 0.11 423 | 1.62 576 | 0.90 529 |
|
| SQANet |  | 21.24 657 | 24.08 701 | 19.60 615 | 26.40 703 | 18.74 704 | 30.87 664 | 9.24 562 | 32.70 604 | 29.58 548 | 25.25 603 | 33.37 594 | 33.47 636 | 19.19 610 | 28.11 651 | 18.32 591 | 10.87 699 | 2.92 682 | 26.49 715 | 5.65 686 | 18.43 707 | 11.48 697 |
|
| G-Net |  | 21.25 658 | 8.24 635 | 37.97 671 | 15.14 671 | 9.26 663 | 50.87 710 | 16.80 666 | 27.96 531 | 30.54 560 | 38.92 682 | 42.93 663 | 33.27 633 | 32.17 678 | 27.99 649 | 25.25 643 | 4.40 672 | 3.83 694 | 3.60 665 | 0.97 627 | 7.91 670 | 6.95 671 |
|
| SHD |  | 21.32 659 | 10.03 646 | 30.16 655 | 14.30 663 | 8.68 653 | 24.15 615 | 8.93 554 | 40.82 678 | 61.17 723 | 35.79 674 | 44.15 671 | 38.73 664 | 30.20 668 | 33.88 668 | 31.09 677 | 2.00 636 | 0.81 629 | 1.17 620 | 1.55 647 | 4.08 638 | 4.78 650 |
|
| MultiAttention |  | 21.34 660 | 1.48 306 | 14.65 559 | 12.08 643 | 4.10 473 | 63.05 728 | 95.71 762 | 42.52 688 | 41.89 645 | 15.33 419 | 30.20 540 | 28.14 591 | 7.73 381 | 44.07 707 | 13.67 552 | 0.84 591 | 0.27 536 | 1.06 613 | 1.58 649 | 4.47 642 | 3.88 637 |
|
| CSAN |  | 21.34 660 | 9.45 641 | 23.34 632 | 20.99 690 | 4.95 524 | 32.57 670 | 34.26 717 | 38.83 669 | 49.95 688 | 36.97 679 | 39.72 641 | 44.97 689 | 31.73 676 | 26.05 637 | 23.94 633 | 1.52 626 | 0.47 591 | 0.85 601 | 1.43 645 | 2.73 608 | 2.14 606 |
|
| UDG |  | 21.45 662 | 14.84 676 | 14.44 557 | 21.30 693 | 20.08 706 | 32.05 669 | 13.76 631 | 35.98 646 | 35.52 609 | 25.93 611 | 30.69 545 | 37.26 658 | 30.66 672 | 21.97 610 | 19.89 602 | 10.88 701 | 5.55 702 | 22.78 710 | 7.65 694 | 14.83 699 | 13.05 701 |
|
| ADCL |  | 21.64 663 | 6.20 610 | 47.32 690 | 9.93 593 | 6.91 620 | 38.69 695 | 19.97 681 | 31.26 581 | 54.04 697 | 27.89 630 | 47.97 684 | 31.35 617 | 30.66 672 | 33.18 667 | 36.62 691 | 0.99 606 | 0.92 639 | 2.63 654 | 1.82 653 | 2.45 602 | 2.13 603 |
|
| ADCPNet |  | 21.93 664 | 9.38 640 | 57.92 711 | 11.76 639 | 6.88 618 | 36.03 682 | 18.44 676 | 32.80 606 | 35.93 611 | 32.91 664 | 43.80 669 | 39.21 667 | 26.99 653 | 31.14 662 | 36.94 693 | 2.05 637 | 2.67 677 | 2.30 648 | 3.45 670 | 4.22 640 | 3.82 634 |
|
| zh-mn7 |  | 21.99 665 | 13.21 668 | 53.55 699 | 10.73 618 | 5.68 576 | 27.38 644 | 14.94 645 | 34.53 630 | 56.55 712 | 40.02 686 | 57.13 710 | 31.28 615 | 23.73 633 | 35.83 682 | 30.28 672 | 0.95 603 | 0.44 582 | 0.22 510 | 0.19 469 | 1.26 561 | 1.86 591 |
|
| CC-Net-ROB |  | 22.04 666 | 22.91 698 | 28.86 647 | 14.05 660 | 8.73 655 | 33.79 675 | 15.26 650 | 46.84 703 | 36.06 613 | 33.72 667 | 32.10 574 | 35.47 650 | 24.02 636 | 23.57 623 | 27.88 663 | 8.95 693 | 2.95 683 | 24.94 712 | 3.68 671 | 12.41 691 | 4.62 649 |
|
| MeshStereo |   | 22.27 667 | 6.87 623 | 11.15 493 | 7.69 529 | 4.87 519 | 37.70 689 | 13.06 625 | 41.64 684 | 36.95 619 | 50.92 708 | 53.41 701 | 58.12 713 | 41.93 705 | 37.73 692 | 27.62 660 | 2.52 650 | 2.37 672 | 2.99 658 | 2.07 658 | 3.09 618 | 2.60 614 |
| 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 |  | 22.66 668 | 19.69 692 | 14.64 558 | 24.11 699 | 22.38 710 | 24.84 622 | 17.71 671 | 30.36 570 | 30.32 559 | 29.02 636 | 37.31 624 | 37.63 660 | 24.66 641 | 24.67 629 | 17.08 582 | 18.42 710 | 7.92 710 | 26.43 714 | 11.81 709 | 17.23 704 | 16.95 708 |
|
| Wz-Net-SNSev |  | 22.67 669 | 16.94 684 | 45.69 686 | 13.85 658 | 8.52 651 | 28.89 651 | 27.06 706 | 39.39 671 | 55.04 704 | 31.77 656 | 53.23 699 | 39.18 666 | 23.41 632 | 26.40 640 | 36.25 689 | 0.78 576 | 0.21 491 | 1.21 624 | 0.90 618 | 3.03 616 | 1.62 583 |
|
| ADCMid |  | 22.76 670 | 10.75 655 | 41.73 679 | 11.23 630 | 7.97 644 | 27.26 643 | 19.18 680 | 35.44 640 | 38.02 627 | 40.23 687 | 46.38 678 | 36.56 655 | 42.70 706 | 38.20 694 | 40.75 705 | 1.77 630 | 1.43 652 | 3.05 660 | 3.81 673 | 4.96 647 | 3.82 634 |
|
| MSMD_ROB |  | 22.90 671 | 9.64 644 | 14.76 562 | 17.46 678 | 9.88 665 | 34.94 677 | 18.83 677 | 33.67 616 | 37.47 620 | 40.97 689 | 59.80 714 | 45.93 693 | 38.34 695 | 31.74 664 | 23.24 630 | 6.22 682 | 3.58 691 | 8.78 691 | 11.03 707 | 6.76 662 | 5.06 654 |
|
| LE_ROB |  | 22.93 672 | 3.07 543 | 14.02 546 | 7.70 530 | 2.86 394 | 31.99 668 | 17.35 669 | 28.10 535 | 67.19 735 | 70.51 737 | 55.61 709 | 49.07 702 | 47.62 717 | 24.76 632 | 36.49 690 | 0.35 490 | 0.20 483 | 0.27 524 | 0.55 597 | 0.48 436 | 0.44 441 |
|
| zh-sn7 |  | 23.03 673 | 15.48 678 | 50.25 692 | 14.08 661 | 7.77 639 | 26.71 641 | 23.32 698 | 36.59 650 | 48.43 678 | 33.80 668 | 51.71 694 | 33.34 635 | 33.77 682 | 39.91 700 | 37.07 694 | 0.60 550 | 0.86 632 | 0.54 568 | 0.35 553 | 3.18 621 | 2.85 619 |
|
| DStereoO |  | 23.30 674 | 15.58 679 | 13.92 543 | 14.76 667 | 8.35 648 | 16.44 548 | 16.19 659 | 33.98 618 | 39.60 632 | 30.48 646 | 28.08 506 | 31.65 620 | 32.30 679 | 41.39 703 | 27.39 655 | 48.20 729 | 3.83 694 | 28.72 716 | 3.33 669 | 25.98 714 | 5.78 657 |
|
| AnyNet_C32 |  | 23.37 675 | 13.28 670 | 40.29 675 | 12.36 646 | 11.44 679 | 30.39 660 | 29.15 711 | 31.36 584 | 44.90 664 | 35.36 672 | 48.86 685 | 33.61 637 | 34.20 683 | 43.15 706 | 41.62 711 | 1.27 621 | 1.35 649 | 1.18 622 | 2.58 662 | 4.77 646 | 6.27 662 |
|
| SGM-ForestM |  | 23.72 676 | 2.44 510 | 9.13 420 | 7.43 517 | 2.25 351 | 44.80 703 | 19.11 679 | 44.90 700 | 49.97 689 | 50.74 707 | 51.18 692 | 62.06 721 | 45.83 711 | 44.96 708 | 33.88 682 | 1.00 607 | 0.84 631 | 0.78 589 | 0.62 602 | 1.29 563 | 1.11 552 |
|
| MFN_U_SF_DS_RVC |  | 23.92 677 | 13.60 671 | 30.09 654 | 25.46 701 | 10.02 668 | 38.51 693 | 20.40 682 | 35.77 643 | 43.76 659 | 42.15 691 | 47.10 683 | 39.99 671 | 28.20 661 | 35.96 683 | 27.06 653 | 3.64 662 | 3.85 696 | 6.66 681 | 16.30 715 | 4.97 648 | 4.98 653 |
|
| ccnet |  | 24.02 678 | 16.16 681 | 21.70 628 | 11.83 641 | 17.75 702 | 37.87 690 | 16.18 658 | 45.46 702 | 31.93 576 | 36.99 680 | 46.46 682 | 38.76 665 | 29.52 666 | 37.55 691 | 40.93 708 | 9.20 694 | 6.29 704 | 9.63 693 | 7.71 696 | 11.19 686 | 7.21 676 |
|
| PSMNet-RUCA |  | 24.03 679 | 26.83 704 | 40.96 677 | 35.46 711 | 34.27 717 | 16.24 545 | 9.79 573 | 39.82 674 | 31.45 568 | 31.49 652 | 41.54 654 | 36.82 656 | 26.02 647 | 27.92 647 | 15.09 567 | 11.51 705 | 2.06 664 | 20.58 707 | 8.10 699 | 15.83 701 | 8.74 685 |
|
| XQC |  | 24.10 680 | 16.76 683 | 50.68 693 | 21.37 694 | 11.01 674 | 35.24 679 | 18.84 678 | 37.28 659 | 55.11 705 | 31.64 654 | 30.06 539 | 37.71 661 | 30.31 670 | 37.17 688 | 39.66 701 | 4.20 667 | 0.41 571 | 2.76 657 | 1.89 655 | 11.46 690 | 8.42 684 |
|
| FC-DCNN |   | 24.37 681 | 10.99 659 | 19.02 609 | 18.44 681 | 9.16 661 | 36.98 686 | 23.07 695 | 40.44 676 | 43.05 653 | 46.25 702 | 53.58 703 | 50.44 704 | 37.86 692 | 35.45 676 | 27.57 659 | 6.87 687 | 3.37 686 | 6.01 673 | 4.88 682 | 7.86 669 | 6.05 659 |
|
| DPSNet |  | 24.40 682 | 6.97 626 | 33.14 661 | 11.16 629 | 6.54 606 | 53.33 713 | 43.32 725 | 51.28 715 | 59.37 721 | 30.89 649 | 39.36 638 | 40.35 673 | 34.30 684 | 32.57 666 | 25.09 642 | 4.65 674 | 1.62 657 | 0.37 550 | 0.66 605 | 8.51 675 | 4.44 646 |
|
| FC-DCNN v2 |   | 24.44 683 | 10.97 658 | 18.53 606 | 18.49 682 | 9.18 662 | 37.41 688 | 23.03 694 | 40.91 680 | 43.02 652 | 46.46 703 | 54.06 704 | 50.67 705 | 38.26 694 | 35.41 675 | 27.52 658 | 6.85 686 | 3.38 687 | 6.03 674 | 4.89 683 | 7.82 668 | 5.94 658 |
|
| PDISCO_ROB |  | 24.45 684 | 9.24 636 | 29.28 650 | 28.68 706 | 19.96 705 | 37.14 687 | 15.33 653 | 45.04 701 | 54.69 701 | 29.24 639 | 42.67 659 | 46.07 694 | 28.17 660 | 35.35 674 | 30.30 673 | 9.92 696 | 2.13 668 | 6.90 682 | 3.20 667 | 8.74 676 | 6.87 670 |
|
| Wz-Net-TNSev |  | 25.12 685 | 20.16 693 | 57.98 712 | 9.56 581 | 7.42 631 | 42.73 700 | 22.27 689 | 35.14 634 | 53.46 696 | 35.97 676 | 42.74 660 | 45.83 691 | 39.87 699 | 36.56 686 | 34.73 685 | 1.82 633 | 1.51 655 | 0.76 588 | 1.34 644 | 5.84 658 | 6.80 668 |
|
| EDNetEfficient |  | 25.16 686 | 22.23 697 | 77.22 737 | 9.09 566 | 7.38 629 | 19.38 582 | 16.78 665 | 21.41 448 | 55.74 709 | 61.52 728 | 53.51 702 | 36.22 653 | 40.65 703 | 24.22 626 | 38.27 698 | 0.62 557 | 0.74 624 | 0.86 604 | 2.60 663 | 7.70 666 | 7.09 673 |
|
| WZ-Net |  | 25.17 687 | 12.95 666 | 63.02 716 | 15.13 670 | 10.42 671 | 38.51 693 | 27.42 708 | 40.46 677 | 54.17 698 | 28.32 633 | 52.95 697 | 40.81 676 | 28.36 662 | 37.07 687 | 41.35 710 | 1.21 619 | 0.21 491 | 0.73 586 | 0.94 624 | 5.42 656 | 3.87 636 |
|
| AANet |  | 25.23 688 | 25.90 703 | 70.86 730 | 8.25 549 | 6.82 615 | 24.45 618 | 10.96 598 | 32.18 594 | 56.29 711 | 56.40 714 | 51.41 693 | 47.70 699 | 40.20 700 | 25.76 636 | 35.38 687 | 2.68 652 | 0.32 554 | 0.99 610 | 0.43 578 | 3.80 634 | 3.92 638 |
|
| GANetREF_RVC |   | 25.41 689 | 29.28 706 | 24.63 636 | 25.18 700 | 6.04 594 | 30.44 661 | 35.39 720 | 47.84 706 | 50.60 692 | 36.88 678 | 36.04 615 | 34.11 644 | 31.23 674 | 37.46 689 | 27.96 665 | 8.58 691 | 2.66 676 | 16.29 703 | 4.95 684 | 14.37 698 | 8.32 683 |
| 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 |  | 25.59 690 | 14.91 677 | 18.83 608 | 28.55 705 | 15.68 696 | 39.29 696 | 18.16 675 | 42.83 693 | 41.69 643 | 44.43 699 | 51.94 695 | 50.82 706 | 39.22 698 | 34.59 673 | 27.29 654 | 6.05 679 | 3.63 692 | 7.01 685 | 6.41 687 | 10.35 681 | 10.17 695 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| DStereoSA |  | 26.02 691 | 16.00 680 | 36.80 668 | 23.05 697 | 13.50 689 | 27.80 646 | 20.87 684 | 49.24 710 | 58.93 719 | 26.92 620 | 36.89 619 | 29.48 601 | 37.74 691 | 38.81 697 | 26.96 651 | 7.13 688 | 7.34 709 | 15.03 701 | 11.26 708 | 21.25 709 | 15.34 704 |
|
| ADCS |  | 26.20 692 | 13.71 672 | 46.90 689 | 14.51 665 | 10.34 670 | 30.46 662 | 22.72 693 | 42.81 692 | 57.61 717 | 42.58 692 | 49.37 689 | 41.91 681 | 40.43 701 | 41.90 705 | 44.58 716 | 2.37 644 | 2.19 670 | 2.37 651 | 3.29 668 | 7.32 664 | 6.52 666 |
|
| DStereoFS |  | 26.88 693 | 21.28 696 | 29.50 651 | 18.65 683 | 12.35 686 | 29.13 655 | 13.04 624 | 50.34 714 | 47.29 673 | 35.95 675 | 44.38 672 | 36.32 654 | 41.02 704 | 51.90 721 | 33.82 680 | 7.92 689 | 5.83 703 | 15.86 702 | 9.22 703 | 17.41 706 | 16.41 706 |
|
| DLNR_Zeroshot_test |   | 27.62 694 | 51.32 721 | 91.46 754 | 98.51 764 | 98.03 765 | 3.10 70 | 0.50 85 | 30.95 577 | 7.65 252 | 8.16 278 | 15.68 339 | 7.31 288 | 1.63 99 | 11.87 374 | 4.21 357 | 40.37 723 | 0.87 634 | 0.06 380 | 0.34 551 | 80.23 748 | 0.24 359 |
|
| DLNR-FE |  | 27.66 695 | 51.31 720 | 91.55 756 | 98.52 765 | 97.91 764 | 3.10 70 | 0.50 85 | 31.55 586 | 7.66 253 | 8.18 279 | 15.67 337 | 7.31 288 | 1.63 99 | 11.88 375 | 4.21 357 | 40.23 722 | 0.89 637 | 0.06 380 | 0.34 551 | 80.38 749 | 0.24 359 |
|
| MFN_U_SF_RVC |  | 28.16 696 | 14.14 674 | 53.23 695 | 21.11 691 | 7.91 642 | 39.97 697 | 13.13 626 | 51.65 717 | 46.34 668 | 47.41 704 | 53.38 700 | 55.32 711 | 40.53 702 | 38.47 695 | 39.74 702 | 5.67 678 | 4.46 698 | 6.98 684 | 8.73 700 | 7.47 665 | 7.44 678 |
|
| PASM |  | 28.19 697 | 17.35 685 | 48.18 691 | 22.49 696 | 22.20 709 | 25.92 633 | 25.84 704 | 34.35 626 | 49.45 684 | 35.37 673 | 39.48 639 | 46.72 697 | 33.36 681 | 34.28 671 | 36.77 692 | 11.73 706 | 14.94 717 | 17.43 706 | 22.18 717 | 13.45 692 | 12.32 700 |
|
| EDNetEfficientorigin |  | 28.98 698 | 35.45 713 | 99.82 768 | 9.43 574 | 5.65 574 | 24.97 625 | 14.79 642 | 26.06 508 | 54.82 702 | 60.87 724 | 57.59 711 | 45.42 690 | 50.27 720 | 26.11 638 | 43.62 713 | 0.30 477 | 0.37 565 | 1.61 635 | 2.35 660 | 10.17 680 | 9.99 694 |
|
| AnyNet_C01 |  | 29.76 699 | 25.78 702 | 75.37 735 | 17.03 676 | 11.34 677 | 49.00 708 | 27.12 707 | 37.99 662 | 40.05 637 | 40.73 688 | 65.13 725 | 46.98 698 | 38.86 697 | 46.63 709 | 48.19 721 | 2.14 638 | 2.13 668 | 2.13 643 | 2.56 661 | 8.14 672 | 7.98 682 |
|
| LSM |  | 29.98 700 | 19.52 691 | 55.11 706 | 19.06 684 | 53.75 730 | 32.57 670 | 23.17 696 | 42.61 689 | 48.57 679 | 45.97 701 | 55.04 708 | 42.93 684 | 36.02 687 | 35.63 679 | 27.03 652 | 2.33 642 | 9.19 711 | 4.87 669 | 7.71 696 | 10.65 684 | 27.91 718 |
|
| RTS |  | 30.15 701 | 23.12 699 | 96.33 758 | 16.71 674 | 11.63 680 | 58.66 722 | 24.28 700 | 36.80 652 | 62.63 727 | 43.79 696 | 46.10 676 | 32.56 629 | 43.90 707 | 51.29 717 | 40.92 706 | 2.38 645 | 0.66 618 | 1.06 613 | 0.74 610 | 5.11 649 | 4.34 644 |
|
| RTSA |  | 30.15 701 | 23.12 699 | 96.33 758 | 16.71 674 | 11.63 680 | 58.66 722 | 24.28 700 | 36.80 652 | 62.63 727 | 43.79 696 | 46.10 676 | 32.56 629 | 43.90 707 | 51.29 717 | 40.92 706 | 2.38 645 | 0.66 618 | 1.06 613 | 0.74 610 | 5.11 649 | 4.34 644 |
|
| DispFullNet |  | 30.27 703 | 31.74 708 | 58.63 713 | 30.13 708 | 28.18 714 | 31.79 667 | 8.94 555 | 37.16 657 | 54.68 700 | 32.60 662 | 37.99 628 | 44.62 687 | 28.80 664 | 41.55 704 | 27.93 664 | 11.94 707 | 3.46 689 | 35.53 720 | 12.34 710 | 30.08 717 | 17.26 709 |
|
| coex-ft |  | 30.77 704 | 38.58 716 | 93.29 757 | 9.44 577 | 5.62 572 | 34.95 678 | 25.30 703 | 30.83 575 | 59.36 720 | 73.23 741 | 58.53 712 | 45.92 692 | 47.29 715 | 29.44 656 | 45.30 717 | 1.37 623 | 1.65 659 | 0.95 608 | 0.96 626 | 8.35 674 | 4.96 652 |
|
| MANE |  | 31.97 705 | 10.75 655 | 17.71 598 | 20.94 689 | 13.77 691 | 47.80 706 | 26.85 705 | 53.00 720 | 55.20 707 | 59.29 720 | 64.30 722 | 64.93 725 | 56.31 730 | 51.83 720 | 38.69 700 | 9.61 695 | 4.72 699 | 6.91 683 | 19.93 716 | 9.20 677 | 7.64 680 |
|
| otaku |  | 33.18 706 | 35.99 714 | 52.93 694 | 40.01 714 | 21.41 707 | 55.08 714 | 17.25 668 | 43.30 695 | 61.58 724 | 39.25 684 | 49.16 688 | 46.61 696 | 28.49 663 | 39.77 699 | 28.76 668 | 18.56 711 | 7.00 708 | 31.82 718 | 9.61 704 | 21.53 711 | 15.48 705 |
|
| PVD |  | 33.19 707 | 18.59 687 | 37.64 670 | 26.09 702 | 16.99 701 | 33.25 673 | 42.25 724 | 51.42 716 | 66.03 733 | 52.65 711 | 64.31 723 | 51.93 709 | 55.13 726 | 51.61 719 | 40.40 703 | 4.00 666 | 3.51 690 | 9.53 692 | 4.26 678 | 10.62 683 | 23.56 713 |
|
| ELAS |   | 33.68 708 | 18.95 688 | 36.71 667 | 20.64 686 | 13.61 690 | 56.43 715 | 35.14 719 | 50.03 713 | 49.90 685 | 60.58 723 | 63.83 720 | 58.64 716 | 53.36 722 | 50.73 715 | 44.44 715 | 11.03 702 | 6.58 706 | 10.02 694 | 7.43 690 | 13.58 695 | 11.94 699 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ELAS_RVC |   | 33.79 709 | 19.15 689 | 35.97 666 | 21.28 692 | 13.79 692 | 52.58 711 | 36.11 721 | 48.96 709 | 55.66 708 | 61.47 727 | 62.91 716 | 58.35 715 | 53.55 723 | 53.37 723 | 42.23 712 | 11.25 704 | 6.64 707 | 10.32 695 | 7.05 689 | 13.56 693 | 11.58 698 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| SAMSARA |  | 34.43 710 | 18.53 686 | 31.91 659 | 55.34 724 | 35.34 718 | 75.99 742 | 94.71 761 | 47.97 707 | 50.84 693 | 37.47 681 | 36.99 622 | 53.12 710 | 38.55 696 | 39.56 698 | 38.65 699 | 3.59 661 | 5.40 701 | 2.22 647 | 3.72 672 | 9.43 678 | 9.29 690 |
|
| Ntro |  | 34.97 711 | 37.63 715 | 54.53 702 | 43.26 718 | 22.45 711 | 57.73 720 | 21.97 688 | 47.14 705 | 64.21 730 | 39.12 683 | 48.86 685 | 47.93 700 | 36.94 690 | 40.66 701 | 29.83 671 | 17.16 709 | 6.51 705 | 32.70 719 | 10.17 705 | 24.06 712 | 16.48 707 |
|
| BEATNet-Init1 |  | 35.08 712 | 20.64 694 | 54.70 704 | 27.43 704 | 12.00 685 | 58.29 721 | 31.01 714 | 52.58 719 | 57.49 716 | 60.36 722 | 62.98 717 | 69.98 733 | 55.54 728 | 53.00 722 | 44.40 714 | 4.61 673 | 2.84 681 | 7.05 686 | 6.89 688 | 10.97 685 | 8.94 687 |
|
| ACVNet-4b |  | 36.40 713 | 52.20 722 | 56.11 708 | 42.45 717 | 21.78 708 | 48.56 707 | 14.37 638 | 49.50 711 | 60.15 722 | 43.17 694 | 46.38 678 | 55.62 712 | 24.56 639 | 38.15 693 | 21.97 615 | 25.13 716 | 3.66 693 | 46.93 723 | 33.56 724 | 25.97 713 | 17.74 710 |
|
| MSC_U_SF_DS_RVC |  | 37.16 714 | 34.69 711 | 53.68 700 | 37.47 713 | 12.55 688 | 56.80 718 | 22.63 692 | 52.02 718 | 63.29 729 | 66.20 733 | 63.82 719 | 58.12 713 | 53.73 725 | 51.21 716 | 46.48 718 | 8.79 692 | 5.31 700 | 14.69 700 | 15.22 714 | 17.27 705 | 9.21 689 |
|
| GCST |   | 37.32 715 | 40.98 717 | 25.25 639 | 92.15 754 | 35.59 719 | 25.00 626 | 1.02 138 | 25.45 496 | 19.73 438 | 26.01 614 | 15.21 333 | 19.51 513 | 4.75 261 | 16.71 541 | 4.32 361 | 80.90 753 | 35.46 731 | 87.50 759 | 74.71 744 | 73.21 744 | 42.99 730 |
|
| ACVNet_1 |  | 41.30 716 | 49.46 719 | 64.91 721 | 44.67 719 | 25.07 712 | 49.43 709 | 25.23 702 | 55.33 722 | 65.87 732 | 59.72 721 | 59.33 713 | 63.43 723 | 48.79 719 | 49.63 713 | 37.09 695 | 19.05 712 | 9.82 712 | 38.29 721 | 13.97 713 | 28.67 715 | 18.23 712 |
|
| light-stereo |  | 41.36 717 | 29.75 707 | 55.07 705 | 54.98 723 | 49.52 725 | 36.70 684 | 17.57 670 | 46.92 704 | 51.01 694 | 53.58 712 | 54.47 705 | 62.25 722 | 35.15 685 | 48.78 711 | 33.36 678 | 34.63 719 | 26.20 728 | 20.76 708 | 28.59 720 | 46.39 724 | 41.49 729 |
|
| Consistency-Raft |  | 41.82 718 | 35.10 712 | 44.56 685 | 32.85 709 | 41.39 723 | 46.76 705 | 34.76 718 | 57.01 724 | 54.94 703 | 32.10 658 | 65.22 726 | 30.82 611 | 48.46 718 | 40.81 702 | 48.77 722 | 27.39 717 | 34.28 730 | 42.92 722 | 51.66 734 | 39.28 720 | 27.28 715 |
|
| NVStereoNet_ROB |  | 41.93 719 | 32.40 709 | 44.55 684 | 36.60 712 | 27.78 713 | 34.52 676 | 32.38 715 | 48.84 708 | 57.18 715 | 69.34 736 | 75.62 742 | 66.07 727 | 64.86 734 | 47.34 710 | 60.78 733 | 15.72 708 | 23.99 725 | 23.40 711 | 32.06 723 | 21.34 710 | 23.86 714 |
| 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 |  | 45.10 720 | 33.36 710 | 54.69 703 | 33.57 710 | 31.94 716 | 43.06 702 | 17.79 673 | 49.52 712 | 56.61 713 | 50.97 709 | 64.04 721 | 70.09 734 | 53.57 724 | 49.77 714 | 53.19 727 | 53.87 732 | 14.08 716 | 54.69 729 | 35.89 725 | 41.66 721 | 39.69 725 |
|
| RainbowNet |  | 51.25 721 | 62.74 731 | 64.52 720 | 60.13 725 | 39.00 722 | 58.72 724 | 30.83 713 | 57.31 725 | 79.18 747 | 50.24 706 | 65.35 727 | 60.13 718 | 44.25 709 | 49.47 712 | 41.16 709 | 46.52 728 | 46.06 738 | 52.72 727 | 31.78 722 | 52.33 729 | 32.47 719 |
|
| anonymity |  | 52.32 722 | 58.23 726 | 63.91 717 | 41.12 716 | 59.25 734 | 53.27 712 | 41.04 723 | 55.69 723 | 40.20 638 | 54.85 713 | 49.49 690 | 49.13 703 | 55.48 727 | 59.07 725 | 49.65 725 | 55.86 737 | 50.03 744 | 51.00 725 | 51.08 732 | 51.71 727 | 56.36 733 |
|
| MADNet+ |  | 53.31 723 | 68.61 734 | 98.75 765 | 67.03 729 | 37.58 720 | 79.83 748 | 81.74 750 | 60.38 727 | 61.61 725 | 51.43 710 | 54.92 707 | 61.11 720 | 59.29 732 | 69.66 734 | 76.71 755 | 23.88 714 | 24.03 726 | 17.08 705 | 12.35 711 | 32.47 718 | 27.69 717 |
|
| JetBlue |  | 54.08 724 | 45.10 718 | 74.15 733 | 51.17 721 | 47.68 724 | 75.66 741 | 60.97 735 | 63.63 728 | 62.09 726 | 63.32 731 | 64.88 724 | 78.86 742 | 68.17 735 | 68.15 732 | 75.09 754 | 36.86 720 | 24.88 727 | 29.01 717 | 29.12 721 | 28.71 716 | 34.13 721 |
|
| SGM+DAISY |  | 54.67 725 | 56.61 723 | 62.73 715 | 40.21 715 | 53.22 728 | 61.95 727 | 48.59 728 | 55.05 721 | 44.62 663 | 61.03 726 | 63.68 718 | 60.46 719 | 55.62 729 | 60.68 727 | 55.34 729 | 56.34 740 | 48.56 741 | 50.16 724 | 49.63 731 | 52.25 728 | 56.76 735 |
|
| SPS-STEREO |   | 55.62 726 | 59.14 727 | 64.16 718 | 45.05 720 | 53.84 731 | 59.88 725 | 44.00 726 | 59.53 726 | 49.94 687 | 62.33 729 | 61.09 715 | 59.80 717 | 56.82 731 | 60.06 726 | 57.85 730 | 58.41 741 | 48.34 740 | 51.07 726 | 49.21 730 | 55.41 731 | 56.48 734 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| Selective-IGEV-i16pa |  | 56.08 727 | 59.75 728 | 69.90 728 | 21.43 695 | 14.80 694 | 97.01 761 | 29.83 712 | 86.97 759 | 94.48 763 | 85.76 756 | 93.21 759 | 81.88 747 | 74.46 745 | 96.71 766 | 79.25 758 | 30.92 718 | 13.32 714 | 16.91 704 | 7.73 698 | 15.59 700 | 51.73 731 |
|
| Selective-IGEV-i1pa |  | 56.65 728 | 73.08 739 | 56.50 710 | 29.63 707 | 14.87 695 | 94.58 758 | 46.49 727 | 80.65 756 | 87.08 755 | 88.18 759 | 87.03 756 | 74.01 738 | 68.51 736 | 94.68 764 | 74.38 751 | 45.10 727 | 26.62 729 | 26.16 713 | 13.27 712 | 19.40 708 | 32.71 720 |
|
| ACVNet_2 |  | 57.39 729 | 61.72 730 | 72.56 732 | 66.35 728 | 38.29 721 | 61.93 726 | 48.64 729 | 71.64 745 | 81.91 750 | 79.28 749 | 88.72 758 | 76.25 739 | 72.87 741 | 54.33 724 | 46.74 720 | 37.13 721 | 23.36 724 | 54.52 728 | 37.80 726 | 46.22 723 | 27.59 716 |
|
| IMH-64-1 |  | 59.25 730 | 58.09 724 | 67.69 725 | 66.06 726 | 50.51 726 | 56.45 716 | 49.45 730 | 68.83 736 | 67.75 736 | 67.58 734 | 80.37 746 | 70.15 735 | 74.28 743 | 72.16 739 | 48.94 723 | 42.00 724 | 42.87 735 | 65.57 731 | 47.02 727 | 51.52 725 | 37.76 723 |
|
| IMH-64 |  | 59.25 730 | 58.09 724 | 67.69 725 | 66.06 726 | 50.51 726 | 56.45 716 | 49.45 730 | 68.83 736 | 67.75 736 | 67.58 734 | 80.37 746 | 70.15 735 | 74.28 743 | 72.16 739 | 48.94 723 | 42.00 724 | 42.87 735 | 65.57 731 | 47.02 727 | 51.52 725 | 37.76 723 |
|
| IMH |  | 62.95 732 | 60.33 729 | 67.78 727 | 69.51 730 | 53.65 729 | 65.09 731 | 54.21 732 | 72.00 746 | 73.28 741 | 72.49 739 | 81.93 748 | 72.96 737 | 79.81 748 | 76.65 745 | 51.41 726 | 43.57 726 | 49.82 743 | 67.81 733 | 51.14 733 | 54.83 730 | 40.67 726 |
|
| TorneroNet-64 |  | 65.66 733 | 70.70 736 | 71.20 731 | 76.52 734 | 59.70 736 | 66.78 732 | 58.05 733 | 67.53 734 | 80.00 748 | 62.67 730 | 67.40 732 | 83.09 748 | 69.42 738 | 67.34 729 | 62.05 736 | 48.31 731 | 44.07 737 | 72.93 735 | 63.88 736 | 68.05 735 | 53.58 732 |
|
| PWCK |  | 65.90 734 | 88.63 753 | 79.40 740 | 80.32 742 | 29.96 715 | 63.85 730 | 39.45 722 | 72.07 747 | 71.26 739 | 78.74 748 | 68.99 735 | 77.82 741 | 61.77 733 | 82.81 754 | 62.64 737 | 80.17 752 | 39.88 734 | 81.90 745 | 47.37 729 | 73.54 745 | 37.51 722 |
|
| WAO-6 |  | 70.64 735 | 73.02 738 | 66.25 722 | 79.92 741 | 61.74 738 | 68.74 733 | 59.08 734 | 75.27 750 | 87.02 754 | 74.72 742 | 79.40 745 | 79.19 743 | 84.60 756 | 67.70 731 | 60.53 732 | 67.85 744 | 48.88 742 | 81.48 743 | 73.29 741 | 65.57 733 | 58.60 736 |
|
| TorneroNet |  | 71.21 736 | 73.44 740 | 75.82 736 | 80.82 743 | 65.65 740 | 70.53 735 | 64.39 738 | 71.42 744 | 75.97 743 | 71.47 738 | 73.68 740 | 84.17 751 | 74.00 742 | 69.85 735 | 69.09 740 | 59.37 742 | 48.19 739 | 79.67 739 | 73.51 742 | 74.93 746 | 68.26 745 |
|
| LVE |  | 71.50 737 | 72.46 737 | 83.91 744 | 75.21 733 | 55.29 733 | 74.81 736 | 62.76 737 | 77.22 751 | 83.77 752 | 82.09 751 | 87.11 757 | 83.38 749 | 82.41 753 | 75.93 743 | 64.49 738 | 48.28 730 | 57.24 750 | 74.61 737 | 62.53 735 | 65.49 732 | 61.01 737 |
|
| MFMNet_re |  | 72.05 738 | 79.64 746 | 64.23 719 | 52.73 722 | 84.71 749 | 77.93 744 | 68.35 739 | 63.96 729 | 66.93 734 | 61.00 725 | 71.29 738 | 63.84 724 | 68.91 737 | 72.42 741 | 61.11 734 | 82.03 756 | 74.22 757 | 80.34 742 | 74.44 743 | 83.62 752 | 89.34 758 |
|
| notaker |  | 72.18 739 | 79.78 747 | 78.84 739 | 78.75 738 | 68.52 742 | 63.26 729 | 61.68 736 | 69.22 739 | 75.95 742 | 77.58 746 | 78.85 744 | 79.69 745 | 84.79 757 | 77.39 746 | 58.43 731 | 69.68 747 | 60.79 751 | 77.46 738 | 68.48 738 | 69.62 737 | 64.92 742 |
|
| WAO-7 |  | 72.21 740 | 78.21 742 | 54.04 701 | 79.33 740 | 69.31 744 | 70.20 734 | 72.09 745 | 77.85 754 | 84.90 753 | 77.35 745 | 86.03 752 | 79.37 744 | 79.88 749 | 65.32 728 | 65.33 739 | 62.33 743 | 69.70 755 | 70.51 734 | 73.21 740 | 67.23 734 | 62.02 738 |
|
| ktn |  | 72.58 741 | 80.06 749 | 69.96 729 | 79.14 739 | 69.86 745 | 75.40 740 | 70.43 744 | 69.01 738 | 76.90 744 | 72.88 740 | 77.46 743 | 77.43 740 | 77.41 747 | 72.78 742 | 55.00 728 | 79.09 750 | 65.99 752 | 80.09 741 | 68.29 737 | 71.46 742 | 62.98 739 |
|
| UNDER WATER-64 |  | 73.11 742 | 74.48 741 | 87.70 750 | 74.03 732 | 55.20 732 | 78.24 745 | 75.71 747 | 65.33 730 | 67.91 738 | 75.60 744 | 69.32 736 | 84.41 752 | 76.93 746 | 68.43 733 | 72.45 747 | 81.18 754 | 56.77 749 | 82.46 746 | 80.34 747 | 68.22 736 | 67.48 744 |
|
| LRCNet_RVC |  | 73.59 743 | 69.80 735 | 74.41 734 | 77.63 736 | 60.56 737 | 40.33 698 | 15.08 648 | 71.04 743 | 48.36 677 | 88.07 758 | 94.62 761 | 90.11 759 | 81.83 751 | 80.58 750 | 61.26 735 | 97.12 767 | 72.30 756 | 96.65 766 | 97.58 767 | 77.13 747 | 77.30 749 |
|
| DPSimNet_ROB |  | 74.29 744 | 83.27 751 | 59.30 714 | 77.19 735 | 65.13 739 | 75.14 738 | 74.95 746 | 73.99 749 | 76.94 745 | 81.99 750 | 75.48 741 | 80.18 746 | 71.76 739 | 67.39 730 | 84.00 760 | 81.87 755 | 51.14 745 | 79.99 740 | 76.70 746 | 70.17 738 | 79.21 750 |
|
| noway4 |  | 74.62 745 | 91.86 761 | 85.77 745 | 97.70 758 | 97.19 758 | 94.22 754 | 92.58 757 | 68.60 735 | 46.92 672 | 58.36 715 | 65.60 728 | 66.12 728 | 45.85 712 | 82.06 753 | 72.24 746 | 55.66 736 | 22.34 722 | 83.90 753 | 82.70 751 | 94.62 763 | 88.03 755 |
|
| noway2 |  | 74.71 746 | 90.43 754 | 85.90 747 | 97.74 761 | 97.22 762 | 94.18 752 | 92.52 756 | 66.52 731 | 48.92 681 | 58.77 717 | 65.91 729 | 67.36 731 | 45.41 710 | 83.64 756 | 72.50 748 | 55.41 733 | 22.41 723 | 84.02 754 | 82.92 753 | 94.52 759 | 87.99 752 |
|
| zzzz4 |  | 74.77 747 | 91.56 759 | 86.05 749 | 97.71 759 | 97.21 760 | 94.17 751 | 92.72 759 | 69.35 741 | 46.54 670 | 59.08 719 | 66.81 730 | 67.12 729 | 46.23 714 | 82.00 752 | 72.06 744 | 55.59 734 | 22.27 720 | 83.79 751 | 82.64 750 | 94.55 760 | 88.00 754 |
|
| noway1 |  | 74.77 747 | 91.57 760 | 86.02 748 | 97.71 759 | 97.21 760 | 94.20 753 | 92.74 760 | 69.33 740 | 46.43 669 | 59.06 718 | 67.16 731 | 67.16 730 | 46.18 713 | 81.93 751 | 71.95 743 | 55.60 735 | 22.27 720 | 83.80 752 | 82.63 749 | 94.55 760 | 87.99 752 |
|
| noway3 |  | 74.99 749 | 90.45 755 | 85.80 746 | 97.80 762 | 97.20 759 | 94.24 755 | 92.62 758 | 67.11 733 | 49.01 682 | 58.50 716 | 67.79 733 | 67.58 732 | 47.37 716 | 84.57 757 | 72.20 745 | 55.91 738 | 21.87 719 | 84.27 755 | 82.78 752 | 94.57 762 | 88.19 757 |
|
| UNDER WATER |  | 75.92 750 | 79.25 745 | 87.75 751 | 84.39 744 | 66.43 741 | 77.08 743 | 77.22 748 | 66.90 732 | 72.16 740 | 75.32 743 | 71.56 739 | 85.89 758 | 82.15 752 | 70.11 736 | 74.99 753 | 79.34 751 | 53.61 746 | 86.40 757 | 84.53 756 | 71.29 741 | 72.11 747 |
|
| TCMNet-wrong-test |  | 76.74 751 | 91.47 758 | 89.31 752 | 97.64 757 | 97.35 763 | 94.87 759 | 92.51 755 | 69.78 742 | 65.29 731 | 63.44 732 | 71.10 737 | 65.66 726 | 51.44 721 | 85.29 758 | 74.70 752 | 56.06 739 | 20.22 718 | 83.11 750 | 82.39 748 | 95.02 764 | 88.18 756 |
|
| WAO-8 |  | 76.87 752 | 78.41 743 | 66.45 723 | 86.81 748 | 72.47 746 | 79.27 746 | 68.59 741 | 77.75 752 | 89.01 757 | 83.09 753 | 86.98 753 | 85.87 756 | 84.97 758 | 72.12 737 | 69.11 741 | 74.93 748 | 55.23 747 | 87.79 760 | 83.50 754 | 70.47 739 | 64.56 740 |
|
| Venus |  | 76.87 752 | 78.41 743 | 66.45 723 | 86.81 748 | 72.47 746 | 79.27 746 | 68.59 741 | 77.75 752 | 89.01 757 | 83.09 753 | 86.98 753 | 85.87 756 | 84.97 758 | 72.12 737 | 69.11 741 | 74.93 748 | 55.23 747 | 87.79 760 | 83.50 754 | 70.48 740 | 64.56 740 |
|
| HanzoNet |  | 77.61 754 | 81.11 750 | 82.83 741 | 77.82 737 | 69.15 743 | 75.25 739 | 69.06 743 | 73.49 748 | 77.84 746 | 82.19 752 | 82.80 749 | 85.42 753 | 86.67 760 | 85.99 759 | 73.64 750 | 85.24 760 | 68.38 754 | 81.71 744 | 75.47 745 | 71.98 743 | 66.24 743 |
|
| JetRed |  | 79.55 755 | 79.88 748 | 91.52 755 | 71.05 731 | 75.80 748 | 91.66 750 | 80.11 749 | 79.14 755 | 80.44 749 | 84.35 755 | 84.23 751 | 83.38 749 | 72.48 740 | 79.43 747 | 85.44 761 | 69.33 746 | 81.58 758 | 73.66 736 | 72.56 739 | 82.35 750 | 72.60 748 |
|
| Dean |  | 80.72 756 | 85.82 752 | 83.27 742 | 84.91 747 | 59.53 735 | 75.11 737 | 68.39 740 | 81.59 757 | 88.05 756 | 92.41 760 | 86.98 753 | 92.41 761 | 93.02 762 | 83.11 755 | 73.31 749 | 68.01 745 | 66.13 753 | 94.82 765 | 84.66 757 | 83.28 751 | 69.50 746 |
|
| RSGM-EC |  | 88.03 757 | 67.44 732 | 53.54 697 | 84.82 745 | 87.13 750 | 94.34 756 | 92.20 753 | 94.86 764 | 98.29 764 | 95.56 764 | 98.06 765 | 85.65 754 | 83.07 754 | 79.52 748 | 79.00 756 | 95.80 763 | 97.66 764 | 91.52 762 | 95.19 764 | 95.05 765 | 91.80 763 |
|
| acva |  | 88.03 757 | 67.44 732 | 53.54 697 | 84.82 745 | 87.13 750 | 94.34 756 | 92.20 753 | 94.86 764 | 98.29 764 | 95.56 764 | 98.06 765 | 85.65 754 | 83.07 754 | 79.52 748 | 79.00 756 | 95.80 763 | 97.66 764 | 91.52 762 | 95.19 764 | 95.05 765 | 91.80 763 |
|
| KSHMR |  | 88.54 759 | 93.03 762 | 83.31 743 | 95.54 755 | 91.74 755 | 82.37 749 | 83.41 751 | 84.43 758 | 81.99 751 | 87.89 757 | 84.05 750 | 91.94 760 | 81.33 750 | 76.34 744 | 81.76 759 | 96.44 766 | 96.14 763 | 96.69 767 | 97.12 766 | 92.52 758 | 92.67 765 |
|
| tt |  | 89.96 760 | 1.02 143 | 100.00 773 | 99.40 769 | 100.00 774 | 100.00 770 | 100.00 771 | 100.00 773 | 100.00 771 | 78.36 747 | 67.94 734 | 99.99 776 | 100.00 771 | 100.00 774 | 100.00 774 | 95.81 765 | 99.93 770 | 87.43 758 | 86.39 758 | 95.11 767 | 87.89 751 |
|
| xxxxx1 |  | 91.92 761 | 95.33 764 | 98.45 762 | 87.29 750 | 89.24 752 | 98.50 763 | 98.17 766 | 92.95 760 | 93.21 760 | 93.55 761 | 95.36 762 | 96.99 763 | 96.28 763 | 94.65 761 | 94.94 762 | 83.26 757 | 84.17 759 | 82.90 747 | 88.32 760 | 85.49 754 | 89.37 759 |
|
| tt_ll |  | 91.92 761 | 95.33 764 | 98.45 762 | 87.29 750 | 89.24 752 | 98.50 763 | 98.17 766 | 92.95 760 | 93.21 760 | 93.55 761 | 95.36 762 | 96.99 763 | 96.28 763 | 94.65 761 | 94.94 762 | 83.26 757 | 84.17 759 | 82.90 747 | 88.32 760 | 85.49 754 | 89.37 759 |
|
| ff |  | 91.92 761 | 95.33 764 | 98.45 762 | 87.29 750 | 89.24 752 | 98.50 763 | 98.17 766 | 92.95 760 | 93.21 760 | 93.55 761 | 95.36 762 | 96.99 763 | 96.28 763 | 94.65 761 | 94.94 762 | 83.26 757 | 84.17 759 | 82.90 747 | 88.32 760 | 85.49 754 | 89.37 759 |
|
| USTest |  | 93.52 764 | 90.92 757 | 77.74 738 | 87.90 753 | 92.63 756 | 100.00 770 | 100.00 771 | 99.79 770 | 99.80 768 | 99.21 769 | 99.52 768 | 98.03 766 | 99.15 768 | 89.52 760 | 99.31 769 | 90.37 761 | 98.47 766 | 84.34 756 | 87.43 759 | 84.58 753 | 91.71 762 |
|
| MADNet++ |  | 94.16 765 | 94.02 763 | 90.25 753 | 96.28 756 | 96.84 757 | 97.17 762 | 90.16 752 | 94.71 763 | 91.69 759 | 97.07 766 | 93.71 760 | 94.62 762 | 92.63 761 | 96.15 765 | 95.18 765 | 95.42 762 | 95.89 762 | 92.80 764 | 92.23 763 | 92.10 757 | 94.30 767 |
|
| PML |  | 99.19 766 | 100.00 775 | 98.08 761 | 99.28 766 | 99.53 769 | 100.00 770 | 99.73 769 | 98.24 766 | 99.44 767 | 100.00 773 | 99.57 769 | 98.76 768 | 99.84 769 | 100.00 774 | 98.88 768 | 100.00 772 | 99.54 767 | 100.00 771 | 99.50 769 | 99.90 772 | 93.55 766 |
|
| MEDIAN_ROB |  | 99.19 766 | 99.84 770 | 99.62 767 | 98.49 763 | 98.51 768 | 98.58 766 | 97.81 765 | 98.80 768 | 98.56 766 | 99.36 770 | 99.49 767 | 99.56 771 | 99.06 767 | 98.35 767 | 98.31 767 | 99.99 771 | 99.63 768 | 100.00 771 | 100.00 772 | 99.81 771 | 99.95 773 |
|
| HaxPig |  | 99.40 768 | 99.99 772 | 97.38 760 | 100.00 773 | 100.00 774 | 96.91 760 | 97.35 763 | 99.59 769 | 99.99 770 | 100.00 773 | 100.00 771 | 99.99 776 | 99.99 770 | 99.04 768 | 97.77 766 | 100.00 772 | 100.00 772 | 100.00 771 | 100.00 772 | 100.00 775 | 99.99 774 |
|
| zzzzzz3 |  | 99.49 769 | 97.94 768 | 99.82 768 | 99.33 767 | 98.16 767 | 100.00 770 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 773 | 100.00 771 | 99.45 769 | 100.00 771 | 100.00 774 | 100.00 774 | 98.12 768 | 100.00 772 | 100.00 771 | 100.00 772 | 98.05 768 | 98.96 768 |
|
| zzz1 |  | 99.50 770 | 97.89 767 | 99.99 771 | 99.33 767 | 98.15 766 | 100.00 770 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 773 | 100.00 771 | 99.45 769 | 100.00 771 | 100.00 774 | 100.00 774 | 98.12 768 | 100.00 772 | 100.00 771 | 100.00 772 | 98.05 768 | 98.97 769 |
|
| Anonymous_1 |  | 99.65 771 | 99.95 771 | 99.93 770 | 99.80 770 | 99.60 770 | 100.00 770 | 100.00 771 | 99.82 772 | 99.98 769 | 99.62 771 | 99.94 770 | 99.75 773 | 100.00 771 | 99.66 769 | 99.88 770 | 98.45 770 | 99.84 769 | 98.73 768 | 99.26 768 | 99.41 770 | 99.36 770 |
|
| test_example2 |  | 99.68 772 | 99.99 772 | 99.99 771 | 100.00 773 | 99.99 773 | 99.86 769 | 99.99 770 | 98.29 767 | 100.00 771 | 100.00 773 | 100.00 771 | 98.15 767 | 98.39 766 | 99.98 771 | 99.98 771 | 100.00 772 | 99.99 771 | 99.40 769 | 99.53 770 | 100.00 775 | 100.00 775 |
|
| AVERAGE_ROB |  | 99.80 773 | 99.99 772 | 99.40 766 | 100.00 773 | 100.00 774 | 98.99 767 | 97.72 764 | 100.00 773 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 778 | 100.00 771 | 100.00 774 | 100.00 774 | 100.00 772 | 100.00 772 | 100.00 771 | 100.00 772 | 100.00 775 | 100.00 775 |
|
| DPSMNet_ROB |  | 99.95 774 | 100.00 775 | 100.00 773 | 100.00 773 | 100.00 774 | 100.00 770 | 100.00 771 | 100.00 773 | 100.00 771 | 99.15 768 | 100.00 771 | 99.96 774 | 100.00 771 | 99.99 772 | 99.99 772 | 100.00 772 | 100.00 772 | 100.00 771 | 100.00 772 | 100.00 775 | 100.00 775 |
|
| DGTPSM_ROB |  | 99.95 774 | 100.00 775 | 100.00 773 | 100.00 773 | 100.00 774 | 100.00 770 | 100.00 771 | 100.00 773 | 100.00 771 | 99.14 767 | 100.00 771 | 99.96 774 | 100.00 771 | 99.99 772 | 99.99 772 | 100.00 772 | 100.00 772 | 100.00 771 | 100.00 772 | 100.00 775 | 100.00 775 |
|
| iinet-test |  | 99.97 776 | 100.00 775 | 100.00 773 | 99.84 771 | 99.86 771 | 100.00 770 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 778 | 100.00 771 | 100.00 774 | 100.00 774 | 100.00 772 | 100.00 772 | 100.00 771 | 100.00 772 | 99.93 773 | 99.85 772 |
|
| IINet |  | 99.97 776 | 100.00 775 | 100.00 773 | 99.84 771 | 99.87 772 | 100.00 770 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 778 | 100.00 771 | 100.00 774 | 100.00 774 | 100.00 772 | 100.00 772 | 100.00 771 | 100.00 772 | 99.93 773 | 99.84 771 |
|
| zzzz2 |  | 100.00 778 | 100.00 775 | 100.00 773 | 100.00 773 | 100.00 774 | 100.00 770 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 778 | 100.00 771 | 100.00 774 | 100.00 774 | 100.00 772 | 100.00 772 | 100.00 771 | 100.00 772 | 100.00 775 | 100.00 775 |
|
| noway5 |  | 100.00 778 | 100.00 775 | 100.00 773 | 100.00 773 | 100.00 774 | 100.00 770 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 778 | 100.00 771 | 100.00 774 | 100.00 774 | 100.00 772 | 100.00 772 | 100.00 771 | 100.00 772 | 100.00 775 | 100.00 775 |
|
| fast-reg |  | 100.00 778 | 100.00 775 | 100.00 773 | 100.00 773 | 100.00 774 | 100.00 770 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 778 | 100.00 771 | 100.00 774 | 100.00 774 | 100.00 772 | 100.00 772 | 100.00 771 | 100.00 772 | 100.00 775 | 100.00 775 |
|
| Hybrid-DGEV |  | 100.00 778 | 100.00 775 | 100.00 773 | 100.00 773 | 100.00 774 | 100.00 770 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 778 | 100.00 771 | 100.00 774 | 100.00 774 | 100.00 772 | 100.00 772 | 100.00 771 | 100.00 772 | 100.00 775 | 100.00 775 |
|
| RAFT-FEzeroshot |  | 100.00 778 | 100.00 775 | 100.00 773 | 100.00 773 | 100.00 774 | 100.00 770 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 778 | 100.00 771 | 100.00 774 | 100.00 774 | 100.00 772 | 100.00 772 | 100.00 771 | 100.00 772 | 100.00 775 | 100.00 775 |
|
| RAFT-FE |  | 100.00 778 | 100.00 775 | 100.00 773 | 100.00 773 | 100.00 774 | 100.00 770 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 778 | 100.00 771 | 100.00 774 | 100.00 774 | 100.00 772 | 100.00 772 | 100.00 771 | 100.00 772 | 100.00 775 | 100.00 775 |
|
| FlowAnything |  | 100.00 778 | 100.00 775 | 100.00 773 | 100.00 773 | 100.00 774 | 100.00 770 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 778 | 100.00 771 | 100.00 774 | 100.00 774 | 100.00 772 | 100.00 772 | 100.00 771 | 100.00 772 | 100.00 775 | 100.00 775 |
|
| Selective-RAFT-Error |  | 100.00 778 | 100.00 775 | 100.00 773 | 100.00 773 | 100.00 774 | 100.00 770 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 778 | 100.00 771 | 100.00 774 | 100.00 774 | 100.00 772 | 100.00 772 | 100.00 771 | 100.00 772 | 100.00 775 | 100.00 775 |
|
| CasAABBNet |  | 100.00 778 | 100.00 775 | 100.00 773 | 100.00 773 | 100.00 774 | 100.00 770 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 778 | 100.00 771 | 100.00 774 | 100.00 774 | 100.00 772 | 100.00 772 | 100.00 771 | 100.00 772 | 100.00 775 | 100.00 775 |
|
| LSM0 |  | 100.00 778 | 100.00 775 | 100.00 773 | 100.00 773 | 100.00 774 | 100.00 770 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 778 | 100.00 771 | 100.00 774 | 100.00 774 | 100.00 772 | 100.00 772 | 100.00 771 | 100.00 772 | 100.00 775 | 100.00 775 |
|
| DPSM_ROB |  | 100.00 778 | 100.00 775 | 100.00 773 | 100.00 773 | 100.00 774 | 100.00 770 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 778 | 100.00 771 | 100.00 774 | 100.00 774 | 100.00 772 | 100.00 772 | 100.00 771 | 100.00 772 | 100.00 775 | 100.00 775 |
|
| DPSM |  | 100.00 778 | 100.00 775 | 100.00 773 | 100.00 773 | 100.00 774 | 100.00 770 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 773 | 100.00 771 | 100.00 778 | 100.00 771 | 100.00 774 | 100.00 774 | 100.00 772 | 100.00 772 | 100.00 771 | 100.00 772 | 100.00 775 | 100.00 775 |
|
| GS-Stereo |  | | | | | | | 1.50 185 | 8.60 174 | 4.56 156 | 2.71 142 | 2.61 81 | 1.86 110 | 2.25 130 | 3.50 46 | 1.15 124 | 0.00 1 | 0.07 288 | 0.00 1 | 0.39 566 | 0.22 269 | 0.15 271 |
|
| FSD |  | | | | | 5.31 558 | 8.20 375 | 12.18 619 | 12.39 259 | 7.98 258 | 7.94 274 | 7.35 221 | 9.35 324 | 7.17 369 | 10.94 317 | 8.86 493 | 5.58 677 | 2.77 679 | 5.46 671 | 4.09 676 | 5.17 652 | |
|
| ccccc |  | | 98.19 769 | | 100.00 773 | 100.00 774 | 99.32 768 | | 99.79 770 | | 99.63 772 | | 99.69 772 | | 99.95 770 | | 100.00 772 | 100.00 772 | 99.97 770 | 99.90 771 | 100.00 775 | |
|
| ASD4 |  | | 90.49 756 | | | | | | | | | | | | | | | | | | | |
|