| NoBS |  | 0.71 1 | 0.80 32 | 3.16 9 | 2.82 63 | 0.33 19 | 0.23 1 | 0.05 26 | 0.81 1 | 0.45 1 | 0.35 1 | 1.17 45 | 0.28 11 | 0.09 1 | 3.13 26 | 0.33 1 | 0.02 46 | 0.02 56 | 0.00 1 | 0.06 269 | 0.14 192 | 0.03 14 |
|
| S2M2_XL |  | 1.03 3 | 1.01 73 | 3.78 47 | 2.42 13 | 0.31 13 | 0.43 2 | 0.01 1 | 1.74 2 | 1.12 2 | 1.28 31 | 2.82 96 | 1.72 105 | 1.19 80 | 1.48 1 | 1.21 67 | 0.03 86 | 0.01 21 | 0.01 263 | 0.00 1 | 0.02 5 | 0.02 11 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| DepthFocus |  | 1.14 4 | 0.79 26 | 3.57 33 | 2.42 13 | 0.48 54 | 1.25 11 | 0.85 132 | 2.10 3 | 1.50 6 | 0.83 6 | 1.80 64 | 1.73 106 | 0.90 60 | 3.73 43 | 0.63 7 | 0.03 86 | 0.01 21 | 0.00 1 | 0.00 1 | 0.01 1 | 0.09 28 |
|
| BLMT-Stereo |  | 1.15 6 | 0.61 2 | 3.56 28 | 3.13 95 | 0.42 38 | 0.56 3 | 0.27 76 | 2.13 4 | 2.64 49 | 1.13 18 | 2.75 91 | 1.17 73 | 0.15 2 | 2.25 2 | 1.81 143 | 0.16 329 | 0.01 21 | 0.00 1 | 0.02 197 | 0.03 33 | 0.18 52 |
|
| Pro-Stereo |  | 1.71 36 | 0.58 1 | 3.34 19 | 3.27 116 | 0.61 68 | 5.34 250 | 0.75 122 | 2.21 5 | 2.69 50 | 1.61 62 | 1.34 52 | 1.45 88 | 0.15 2 | 8.22 198 | 1.87 149 | 0.18 347 | 0.03 76 | 0.00 1 | 0.29 479 | 0.04 62 | 0.15 45 |
|
| VeloStereo |  | 1.14 4 | 0.82 36 | 3.56 28 | 2.42 13 | 0.39 34 | 1.50 19 | 0.04 21 | 2.29 6 | 1.94 23 | 0.98 14 | 0.62 21 | 2.03 130 | 0.97 66 | 3.96 49 | 1.13 58 | 0.02 46 | 0.03 76 | 0.00 1 | 0.01 152 | 0.03 33 | 0.17 48 |
|
| flow |  | 1.22 7 | 0.82 36 | 3.56 28 | 2.42 13 | 0.39 34 | 1.50 19 | 0.04 21 | 2.29 6 | 1.94 23 | 0.98 14 | 0.62 21 | 2.03 130 | 0.97 66 | 5.54 106 | 1.13 58 | 0.02 46 | 0.03 76 | 0.00 1 | 0.01 152 | 0.03 33 | 0.17 48 |
|
| DF_test |  | 1.28 9 | 0.87 43 | 3.04 8 | 3.05 87 | 1.03 141 | 1.29 12 | 0.03 17 | 2.36 8 | 2.84 64 | 0.91 12 | 1.08 41 | 1.97 124 | 0.79 52 | 4.05 57 | 0.59 4 | 0.13 308 | 0.04 94 | 0.00 1 | 0.00 1 | 1.32 568 | 0.30 75 |
|
| anonymous |  | 1.84 52 | 1.30 157 | 4.12 60 | 3.00 82 | 0.76 92 | 0.77 4 | 1.11 150 | 2.41 9 | 2.87 66 | 3.37 167 | 6.99 224 | 2.55 154 | 0.60 40 | 5.28 100 | 1.29 78 | 0.06 186 | 0.01 21 | 0.00 1 | 0.00 1 | 0.03 33 | 0.21 56 |
|
| LGCAT |  | 1.60 26 | 0.73 12 | 3.25 17 | 3.13 95 | 0.34 23 | 1.63 23 | 0.02 6 | 2.97 10 | 1.86 18 | 1.62 64 | 0.61 19 | 1.78 111 | 1.35 91 | 6.38 130 | 1.38 95 | 0.66 528 | 1.84 662 | 0.00 1 | 0.01 152 | 0.02 5 | 2.45 578 |
|
| depth_test_26 |  | 1.61 29 | 0.82 36 | 3.51 24 | 2.60 30 | 0.56 62 | 1.22 10 | 0.09 37 | 3.16 11 | 2.90 67 | 0.56 2 | 7.44 231 | 1.99 127 | 1.13 77 | 4.78 79 | 0.86 21 | 0.05 146 | 0.05 116 | 0.01 263 | 0.03 215 | 0.04 62 | 0.37 97 |
|
| WAFT-Stereo (ZS) |  | 0.97 2 | 0.88 45 | 2.73 4 | 1.23 1 | 0.34 23 | 1.42 17 | 0.13 50 | 3.29 12 | 1.62 13 | 1.75 71 | 1.00 38 | 0.16 1 | 0.20 6 | 3.81 47 | 0.76 15 | 0.01 10 | 0.01 21 | 0.01 263 | 0.05 255 | 0.02 5 | 0.03 14 |
|
| small-0shot |  | 1.42 15 | 1.00 72 | 3.74 45 | 1.93 7 | 0.92 121 | 1.38 16 | 1.88 296 | 3.50 13 | 1.87 19 | 1.38 40 | 4.25 134 | 1.62 99 | 0.34 15 | 3.49 36 | 0.90 26 | 0.04 107 | 0.01 21 | 0.00 1 | 0.00 1 | 0.02 5 | 0.05 17 |
|
| LACA_dic |  | 1.29 10 | 1.16 110 | 2.79 5 | 2.64 33 | 0.32 17 | 1.87 27 | 0.07 30 | 3.74 14 | 1.32 4 | 1.81 78 | 0.23 8 | 1.78 111 | 1.55 103 | 5.78 114 | 0.60 6 | 0.07 218 | 0.03 76 | 0.00 1 | 0.00 1 | 0.03 33 | 0.07 22 |
|
| FoundationStereo |  | 1.56 21 | 0.84 42 | 3.56 28 | 3.37 132 | 1.49 226 | 2.27 40 | 0.59 107 | 3.96 15 | 2.27 34 | 2.10 96 | 0.11 1 | 2.58 155 | 2.83 172 | 2.97 19 | 1.00 40 | 0.04 107 | 0.88 466 | 0.00 1 | 0.00 1 | 0.02 5 | 0.34 85 |
|
| testmc14 |  | 1.83 51 | 0.79 26 | 4.23 63 | 3.15 100 | 1.27 186 | 3.58 106 | 0.71 116 | 4.04 16 | 2.18 31 | 1.61 62 | 2.79 95 | 2.65 160 | 1.38 96 | 2.88 15 | 1.58 126 | 0.07 218 | 1.30 612 | 0.00 1 | 0.28 471 | 0.03 33 | 2.06 524 |
|
| IGEV-Stereo+ |  | 3.03 143 | 1.10 97 | 5.14 131 | 3.52 148 | 4.87 523 | 2.53 47 | 0.68 113 | 4.40 17 | 3.11 74 | 2.20 102 | 0.71 31 | 0.79 57 | 3.45 192 | 8.89 219 | 1.25 70 | 0.08 243 | 0.70 411 | 0.00 1 | 0.40 554 | 5.72 667 | 11.13 711 |
|
| mm1 |  | 1.44 17 | 0.74 14 | 3.21 12 | 2.41 11 | 0.36 29 | 1.35 14 | 0.01 1 | 4.94 18 | 3.18 86 | 1.46 45 | 0.64 26 | 2.10 135 | 0.28 9 | 4.30 64 | 0.92 30 | 0.61 514 | 0.61 387 | 0.00 1 | 0.26 450 | 0.02 5 | 1.34 371 |
|
| Foundation-i32 |  | 1.39 12 | 0.64 3 | 3.17 10 | 2.97 81 | 1.09 152 | 1.34 13 | 0.08 32 | 4.94 18 | 1.57 11 | 1.48 47 | 0.62 21 | 3.43 178 | 0.29 14 | 2.28 5 | 0.92 30 | 0.03 86 | 1.08 553 | 0.03 333 | 0.00 1 | 0.03 33 | 1.84 461 |
|
| DEFOM-Stereo |  | 2.43 94 | 1.22 133 | 4.56 90 | 3.89 181 | 1.05 145 | 12.70 464 | 0.80 126 | 5.07 20 | 2.70 51 | 3.02 153 | 1.81 65 | 0.61 41 | 0.54 36 | 8.77 214 | 1.01 42 | 0.02 46 | 0.01 21 | 0.00 1 | 0.00 1 | 0.03 33 | 0.69 184 |
|
| LACA1 |  | 1.26 8 | 1.11 99 | 3.02 7 | 1.48 3 | 0.60 66 | 2.46 45 | 0.44 90 | 5.13 21 | 1.26 3 | 1.82 79 | 0.26 9 | 0.48 35 | 1.74 116 | 4.67 76 | 0.52 3 | 0.02 46 | 0.03 76 | 0.00 1 | 0.00 1 | 0.04 62 | 0.12 35 |
|
| Wavelet-MonSter |  | 2.01 64 | 1.07 90 | 5.09 127 | 2.96 77 | 2.61 367 | 2.98 66 | 0.04 21 | 5.15 22 | 2.07 26 | 2.18 100 | 4.47 142 | 0.37 28 | 1.33 89 | 5.56 107 | 2.03 168 | 0.01 10 | 0.99 512 | 0.02 308 | 0.29 479 | 0.02 5 | 0.95 268 |
|
| LACA3 |  | 1.49 19 | 1.16 110 | 2.90 6 | 1.45 2 | 0.85 111 | 2.31 42 | 1.59 225 | 5.16 23 | 1.59 12 | 1.34 36 | 0.65 28 | 0.65 44 | 0.61 42 | 8.94 222 | 0.45 2 | 0.04 107 | 0.01 21 | 0.00 1 | 0.00 1 | 0.04 62 | 0.12 35 |
|
| MGA |  | 1.79 43 | 0.91 55 | 4.09 58 | 2.73 50 | 1.60 241 | 3.94 122 | 0.84 130 | 5.19 24 | 3.57 113 | 1.75 71 | 1.56 58 | 1.40 87 | 0.19 5 | 4.92 90 | 1.19 65 | 0.04 107 | 0.86 460 | 0.00 1 | 0.03 215 | 0.06 89 | 0.95 268 |
|
| derf |  | 1.49 19 | 0.70 8 | 3.51 24 | 3.25 113 | 0.63 73 | 1.58 22 | 0.10 42 | 5.23 25 | 3.85 122 | 1.32 34 | 0.49 15 | 1.14 72 | 0.25 7 | 4.62 71 | 0.82 17 | 0.01 10 | 0.43 331 | 0.00 1 | 0.32 500 | 0.02 5 | 1.49 409 |
|
| StereoAnything_RVC |  | 2.80 126 | 12.35 674 | 6.48 220 | 2.89 73 | 1.06 149 | 1.47 18 | 0.17 66 | 5.24 26 | 2.04 25 | 1.29 32 | 0.35 11 | 0.29 14 | 3.53 198 | 8.37 205 | 1.01 42 | 0.05 146 | 0.88 466 | 0.00 1 | 0.00 1 | 6.93 672 | 1.66 435 |
|
| mm2 |  | 1.46 18 | 0.74 14 | 3.21 12 | 2.41 11 | 0.36 29 | 1.35 14 | 0.01 1 | 5.35 27 | 3.18 86 | 1.46 45 | 0.64 26 | 2.10 135 | 0.28 9 | 4.30 64 | 0.92 30 | 0.61 514 | 0.61 387 | 0.00 1 | 0.26 450 | 0.02 5 | 1.34 371 |
|
| GeoVLM |  | 1.59 23 | 0.74 14 | 3.21 12 | 2.46 20 | 0.35 27 | 2.13 33 | 0.02 6 | 5.35 27 | 3.20 89 | 1.83 80 | 0.67 29 | 2.08 134 | 1.26 83 | 4.37 66 | 1.39 98 | 0.61 514 | 0.61 387 | 0.00 1 | 0.26 450 | 0.02 5 | 1.32 369 |
|
| LiteMatch |  | 2.36 87 | 2.17 400 | 3.23 16 | 4.11 205 | 0.72 82 | 2.15 35 | 1.49 205 | 5.39 29 | 3.17 84 | 1.79 75 | 0.63 24 | 2.12 137 | 5.23 295 | 4.28 62 | 9.36 489 | 0.06 186 | 0.04 94 | 0.00 1 | 0.00 1 | 0.32 318 | 0.95 268 |
|
| MonSter++ |  | 1.59 23 | 0.74 14 | 3.22 15 | 2.42 13 | 0.35 27 | 2.15 35 | 0.02 6 | 5.40 30 | 3.17 84 | 1.79 75 | 0.61 19 | 2.15 139 | 1.22 81 | 4.28 62 | 1.38 95 | 0.61 514 | 0.61 387 | 0.00 1 | 0.27 465 | 0.02 5 | 1.34 371 |
|
| MLG-Stereo_test2 |  | 1.82 49 | 0.81 33 | 3.61 37 | 3.13 95 | 2.26 336 | 2.82 60 | 0.16 63 | 5.42 31 | 2.37 39 | 2.20 102 | 0.17 6 | 3.22 174 | 0.17 4 | 7.52 166 | 0.91 28 | 0.37 439 | 0.71 414 | 0.00 1 | 0.00 1 | 0.05 76 | 0.51 142 |
|
| LiteMatch* |   | 1.60 26 | 0.96 61 | 5.43 141 | 2.59 29 | 0.33 19 | 2.07 31 | 0.03 17 | 5.56 32 | 3.15 80 | 1.60 61 | 0.79 33 | 1.58 96 | 0.51 31 | 3.96 49 | 1.21 67 | 0.01 10 | 0.56 370 | 0.00 1 | 0.21 404 | 0.04 62 | 1.37 374 |
|
| dual_stereo |  | 2.05 69 | 0.76 21 | 3.43 21 | 2.96 77 | 1.50 230 | 2.64 51 | 0.08 32 | 5.59 33 | 2.63 48 | 1.35 38 | 0.77 32 | 2.38 147 | 0.61 42 | 10.75 296 | 1.98 160 | 0.02 46 | 1.41 636 | 0.00 1 | 0.23 419 | 0.01 1 | 1.86 468 |
|
| PSi22b |  | 1.40 13 | 0.67 6 | 2.51 3 | 2.82 63 | 0.98 137 | 1.19 9 | 0.12 49 | 5.67 34 | 1.53 9 | 0.86 7 | 0.12 3 | 3.81 195 | 0.59 39 | 3.08 24 | 0.93 33 | 0.03 86 | 1.13 572 | 0.00 1 | 0.00 1 | 0.03 33 | 1.85 467 |
|
| PSi22a |  | 1.32 11 | 0.64 3 | 2.10 1 | 2.87 71 | 0.95 133 | 1.10 6 | 0.09 37 | 5.67 34 | 1.53 9 | 0.89 11 | 0.11 1 | 2.93 167 | 1.04 69 | 2.41 7 | 1.15 60 | 0.02 46 | 1.05 546 | 0.00 1 | 0.10 311 | 0.03 33 | 1.77 449 |
|
| CAR |  | 1.84 52 | 0.94 60 | 4.27 67 | 2.71 48 | 1.36 196 | 3.24 83 | 0.67 110 | 5.70 36 | 3.59 114 | 2.60 126 | 0.95 36 | 1.66 101 | 0.35 16 | 5.25 98 | 1.28 76 | 0.04 107 | 0.90 474 | 0.00 1 | 0.18 383 | 0.06 89 | 1.08 311 |
|
| MSE-Stereo |  | 1.77 42 | 0.91 55 | 4.27 67 | 2.73 50 | 1.36 196 | 3.24 83 | 0.67 110 | 5.70 36 | 3.59 114 | 1.75 71 | 0.95 36 | 1.66 101 | 0.35 16 | 4.92 90 | 1.19 65 | 0.04 107 | 0.86 460 | 0.00 1 | 0.18 383 | 0.06 89 | 1.08 311 |
|
| AdaDepth |  | 2.53 98 | 1.09 94 | 6.44 210 | 3.77 169 | 3.11 408 | 3.50 104 | 0.68 113 | 5.77 38 | 3.85 122 | 2.06 95 | 3.46 105 | 0.52 36 | 1.57 104 | 11.34 326 | 1.39 98 | 0.04 107 | 0.91 476 | 0.00 1 | 0.22 407 | 0.05 76 | 0.78 211 |
|
| UniTT-Stereo |  | 3.10 153 | 1.22 133 | 7.79 293 | 4.50 244 | 2.51 355 | 2.59 48 | 0.42 87 | 5.88 39 | 5.74 181 | 5.46 242 | 7.76 238 | 1.12 70 | 1.46 100 | 9.06 229 | 5.42 377 | 0.06 186 | 0.07 160 | 0.00 1 | 0.01 152 | 0.60 470 | 0.26 65 |
|
| 416test1013 |  | 1.95 60 | 1.29 152 | 6.00 170 | 3.45 142 | 3.76 445 | 4.22 139 | 0.05 26 | 5.92 40 | 3.38 102 | 1.20 23 | 0.45 14 | 0.31 18 | 2.06 134 | 3.60 40 | 1.37 89 | 0.00 1 | 0.89 471 | 0.00 1 | 0.27 465 | 0.10 146 | 0.67 175 |
|
| 416test |  | 1.89 58 | 1.27 144 | 5.84 155 | 3.44 141 | 3.79 448 | 3.73 112 | 0.04 21 | 5.92 40 | 3.40 105 | 1.29 32 | 0.52 18 | 0.30 15 | 1.83 126 | 3.02 23 | 1.37 89 | 0.00 1 | 0.89 471 | 0.00 1 | 0.28 471 | 0.09 136 | 0.68 180 |
|
| PipStereo |  | 1.43 16 | 0.68 7 | 2.41 2 | 2.85 69 | 1.00 139 | 1.18 8 | 0.09 37 | 5.93 42 | 1.51 7 | 0.87 9 | 0.12 3 | 3.91 196 | 0.86 58 | 3.08 24 | 1.09 54 | 0.03 86 | 1.14 577 | 0.00 1 | 0.00 1 | 0.03 33 | 1.87 470 |
|
| qqai |  | 1.68 35 | 0.71 9 | 4.03 57 | 3.23 109 | 0.66 78 | 1.57 21 | 0.11 46 | 5.96 43 | 4.04 134 | 1.26 29 | 0.50 17 | 3.03 169 | 0.26 8 | 4.81 83 | 0.91 28 | 0.02 46 | 0.68 408 | 0.00 1 | 0.29 479 | 0.02 5 | 1.58 421 |
|
| MCSU-Stereo |  | 2.10 75 | 0.76 21 | 4.38 77 | 2.88 72 | 0.89 117 | 3.33 90 | 0.56 102 | 5.97 44 | 3.45 110 | 2.59 125 | 4.02 129 | 3.73 191 | 0.40 26 | 4.65 75 | 1.79 141 | 0.05 146 | 1.13 572 | 0.00 1 | 0.14 343 | 0.02 5 | 1.37 374 |
|
| FORCE_9 |  | 1.59 23 | 1.29 152 | 3.62 38 | 2.64 33 | 0.11 2 | 3.27 86 | 0.02 6 | 6.01 45 | 2.71 52 | 0.75 4 | 2.30 77 | 0.77 52 | 1.72 115 | 5.64 109 | 0.69 11 | 0.07 218 | 0.04 94 | 0.00 1 | 0.00 1 | 0.07 103 | 0.01 1 |
|
| DDF-Stereo |  | 3.46 182 | 1.20 126 | 5.41 140 | 5.11 300 | 4.42 494 | 3.37 93 | 1.47 199 | 6.01 45 | 2.40 40 | 1.25 28 | 2.68 85 | 1.67 103 | 4.52 250 | 8.23 202 | 3.48 285 | 0.58 502 | 0.92 478 | 0.00 1 | 0.29 479 | 15.46 714 | 0.74 201 |
|
| TT111 |  | 1.96 61 | 0.83 40 | 4.38 77 | 2.79 58 | 1.06 149 | 2.12 32 | 0.07 30 | 6.04 47 | 4.08 136 | 2.80 142 | 0.63 24 | 4.83 223 | 0.28 9 | 4.57 70 | 1.48 119 | 0.28 405 | 0.87 463 | 0.00 1 | 0.13 329 | 0.03 33 | 1.98 495 |
|
| over-8 |  | 1.87 56 | 1.73 258 | 4.23 63 | 3.45 142 | 0.33 19 | 3.90 120 | 0.01 1 | 6.07 48 | 2.14 29 | 1.38 40 | 1.36 53 | 1.36 86 | 2.46 159 | 7.93 184 | 0.86 21 | 0.07 218 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 164 | 0.01 1 |
|
| PointNet |  | 1.79 43 | 0.75 18 | 3.56 28 | 2.49 22 | 0.42 38 | 2.63 50 | 0.19 68 | 6.10 49 | 4.03 133 | 2.22 105 | 1.08 41 | 2.69 163 | 0.28 9 | 5.08 93 | 1.46 117 | 0.19 360 | 0.83 450 | 0.00 1 | 0.04 236 | 0.02 5 | 1.65 432 |
|
| FORCE_8.5 |  | 1.60 26 | 1.30 157 | 3.67 39 | 2.67 40 | 0.11 2 | 3.28 87 | 0.02 6 | 6.12 50 | 2.77 56 | 0.76 5 | 2.42 79 | 0.78 56 | 1.50 102 | 5.64 109 | 0.70 12 | 0.07 218 | 0.04 94 | 0.00 1 | 0.00 1 | 0.07 103 | 0.01 1 |
|
| FORCE_8 |  | 1.63 31 | 1.32 161 | 3.68 42 | 2.73 50 | 0.11 2 | 3.24 83 | 0.02 6 | 6.17 51 | 2.78 57 | 0.87 9 | 2.68 85 | 0.81 58 | 2.01 130 | 5.36 103 | 0.67 9 | 0.07 218 | 0.04 94 | 0.00 1 | 0.00 1 | 0.08 120 | 0.01 1 |
|
| 2.75w_new |  | 2.45 95 | 1.02 78 | 5.11 128 | 2.65 35 | 1.60 241 | 3.48 100 | 2.22 326 | 6.17 51 | 3.29 94 | 5.05 227 | 4.14 132 | 0.30 15 | 2.34 149 | 6.69 136 | 2.71 229 | 0.06 186 | 0.99 512 | 0.00 1 | 0.28 471 | 0.03 33 | 0.85 223 |
|
| over-9 |  | 1.88 57 | 1.89 305 | 4.45 84 | 3.31 122 | 0.34 23 | 3.66 109 | 0.02 6 | 6.18 53 | 2.14 29 | 1.48 47 | 1.02 39 | 1.28 81 | 2.56 161 | 8.03 186 | 1.03 46 | 0.07 218 | 0.00 1 | 0.00 1 | 0.00 1 | 0.12 173 | 0.01 1 |
|
| 4.5_new |  | 2.16 79 | 0.96 61 | 4.43 81 | 2.83 66 | 1.93 297 | 5.59 271 | 1.24 163 | 6.25 54 | 2.81 59 | 4.41 198 | 3.54 108 | 0.46 32 | 0.96 64 | 3.70 41 | 1.41 106 | 0.33 421 | 1.01 526 | 0.00 1 | 0.21 404 | 0.11 164 | 1.11 323 |
|
| 4.5w-stereo |  | 2.16 79 | 0.96 61 | 4.43 81 | 2.83 66 | 1.93 297 | 5.59 271 | 1.25 167 | 6.25 54 | 2.81 59 | 4.41 198 | 3.53 107 | 0.46 32 | 0.96 64 | 3.70 41 | 1.42 109 | 0.33 421 | 1.01 526 | 0.00 1 | 0.21 404 | 0.11 164 | 1.11 323 |
|
| FORCE_4 |  | 1.79 43 | 1.18 119 | 4.92 111 | 2.50 24 | 0.13 6 | 3.85 119 | 0.89 133 | 6.32 56 | 3.08 72 | 0.72 3 | 2.22 69 | 1.20 74 | 1.36 93 | 6.28 128 | 0.87 24 | 0.17 336 | 0.00 1 | 0.00 1 | 0.00 1 | 0.13 189 | 0.04 16 |
|
| over v1 |  | 1.98 63 | 1.77 268 | 3.99 55 | 3.23 109 | 0.32 17 | 4.52 168 | 0.01 1 | 6.32 56 | 2.34 38 | 1.33 35 | 1.52 57 | 1.33 83 | 3.39 190 | 8.26 203 | 1.15 60 | 0.11 283 | 0.02 56 | 0.00 1 | 0.00 1 | 0.08 120 | 0.01 1 |
|
| HiDET |  | 1.65 32 | 0.66 5 | 3.60 36 | 2.94 76 | 0.46 46 | 1.94 28 | 0.02 6 | 6.37 58 | 3.42 106 | 1.52 59 | 0.68 30 | 1.27 80 | 0.95 63 | 4.92 90 | 2.00 163 | 0.31 414 | 0.53 359 | 0.00 1 | 0.23 419 | 0.01 1 | 1.17 339 |
|
| GREAT-IGEV |   | 2.67 115 | 1.48 197 | 5.32 138 | 3.65 156 | 1.73 271 | 2.92 63 | 0.20 69 | 6.37 58 | 6.52 211 | 1.34 36 | 5.23 184 | 1.09 69 | 1.45 99 | 10.01 271 | 1.57 125 | 0.11 283 | 1.50 648 | 0.00 1 | 0.24 429 | 0.19 237 | 2.48 585 |
| Jiahao LI, Xinhong Chen, Zhengmin JIANG, Qian Zhou, Yung-Hui Li, Jianping Wang: Global Regulation and Excitation via Attention Tuning for Stereo Matching. ICCV2025 |
| rgla |  | 1.97 62 | 1.46 192 | 5.96 168 | 3.05 87 | 3.94 461 | 4.15 138 | 0.04 21 | 6.39 60 | 3.37 101 | 1.22 25 | 0.84 35 | 0.27 8 | 1.13 77 | 4.39 67 | 1.29 78 | 0.01 10 | 0.94 484 | 0.00 1 | 0.26 450 | 0.08 120 | 0.70 190 |
|
| FORCE_7 |  | 1.57 22 | 1.39 174 | 3.52 26 | 2.61 31 | 0.12 5 | 3.45 98 | 0.02 6 | 6.42 61 | 2.81 59 | 1.15 20 | 1.67 63 | 0.77 52 | 1.04 69 | 5.47 104 | 0.71 13 | 0.07 218 | 0.04 94 | 0.00 1 | 0.00 1 | 0.07 103 | 0.01 1 |
|
| 4.25_new |  | 2.28 82 | 1.01 73 | 4.72 97 | 3.33 125 | 2.74 373 | 4.30 143 | 2.29 327 | 6.42 61 | 3.33 95 | 2.35 111 | 3.76 115 | 0.26 5 | 2.35 150 | 4.64 72 | 1.40 101 | 0.63 520 | 0.99 512 | 0.00 1 | 0.26 450 | 0.03 33 | 0.74 201 |
|
| 4.5w_new |  | 2.28 82 | 1.01 73 | 4.72 97 | 3.33 125 | 2.74 373 | 4.30 143 | 2.29 327 | 6.42 61 | 3.33 95 | 2.35 111 | 3.76 115 | 0.26 5 | 2.35 150 | 4.64 72 | 1.40 101 | 0.63 520 | 0.99 512 | 0.00 1 | 0.26 450 | 0.03 33 | 0.74 201 |
|
| 4.25w-stereo |  | 2.28 82 | 1.01 73 | 4.72 97 | 3.33 125 | 2.74 373 | 4.31 146 | 2.30 331 | 6.42 61 | 3.33 95 | 2.35 111 | 3.76 115 | 0.26 5 | 2.35 150 | 4.64 72 | 1.40 101 | 0.63 520 | 0.99 512 | 0.00 1 | 0.26 450 | 0.03 33 | 0.74 201 |
|
| LGtest1 |  | 1.67 34 | 0.87 43 | 4.47 85 | 2.67 40 | 0.82 106 | 3.00 67 | 0.11 46 | 6.42 61 | 1.80 14 | 1.94 86 | 1.62 60 | 0.65 44 | 0.92 62 | 5.90 115 | 1.02 45 | 0.04 107 | 0.55 367 | 0.00 1 | 0.00 1 | 0.10 146 | 0.46 127 |
|
| MLG-Stereo_test1 |  | 1.73 38 | 0.79 26 | 3.82 49 | 2.83 66 | 2.75 379 | 2.77 58 | 0.15 60 | 6.43 66 | 2.10 28 | 1.21 24 | 0.16 5 | 1.52 93 | 0.52 34 | 7.62 171 | 0.90 26 | 0.03 86 | 0.74 421 | 0.00 1 | 0.03 215 | 0.03 33 | 0.24 60 |
|
| 3.75w |  | 2.66 114 | 1.12 103 | 4.96 116 | 2.92 75 | 3.25 418 | 7.95 383 | 1.38 180 | 6.44 67 | 3.16 83 | 3.38 168 | 4.87 161 | 0.33 22 | 2.71 167 | 6.99 144 | 1.28 76 | 0.36 433 | 0.96 487 | 0.00 1 | 0.14 343 | 0.10 146 | 0.89 238 |
|
| VIP-Stereo |  | 3.44 180 | 1.88 302 | 6.40 207 | 3.40 136 | 4.56 508 | 14.56 499 | 1.70 263 | 6.48 68 | 4.46 145 | 2.19 101 | 5.59 194 | 2.42 148 | 1.80 123 | 9.75 264 | 2.11 179 | 0.01 10 | 0.98 496 | 0.00 1 | 0.01 152 | 0.09 136 | 0.49 135 |
|
| test410_97500 |  | 2.01 64 | 1.09 94 | 6.09 172 | 2.55 26 | 1.96 302 | 4.72 189 | 0.10 42 | 6.50 69 | 3.35 100 | 1.16 21 | 1.49 54 | 1.03 64 | 1.31 85 | 4.18 61 | 2.10 177 | 0.02 46 | 0.97 491 | 0.00 1 | 0.31 497 | 0.06 89 | 1.13 331 |
|
| test410 |  | 2.01 64 | 1.14 108 | 6.27 192 | 2.46 20 | 2.51 355 | 4.72 189 | 0.10 42 | 6.50 69 | 3.43 107 | 1.26 29 | 1.23 48 | 0.91 62 | 1.07 72 | 3.85 48 | 2.20 183 | 0.02 46 | 1.01 526 | 0.00 1 | 0.30 491 | 0.06 89 | 1.11 323 |
|
| S2M2_L |  | 2.24 81 | 1.47 193 | 4.41 80 | 3.77 169 | 1.20 169 | 2.26 39 | 0.06 29 | 6.51 71 | 7.31 224 | 1.92 82 | 4.58 150 | 4.42 210 | 0.81 55 | 2.90 17 | 1.83 145 | 0.58 502 | 0.11 205 | 0.03 333 | 0.00 1 | 0.49 426 | 0.09 28 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| GREATEN-IGEV_RVC |   | 2.10 75 | 1.63 228 | 6.30 196 | 2.76 57 | 0.92 121 | 3.01 69 | 0.72 118 | 6.52 72 | 3.65 120 | 2.35 111 | 1.05 40 | 2.12 137 | 0.37 22 | 7.11 153 | 1.88 151 | 0.00 1 | 0.45 334 | 0.03 333 | 0.00 1 | 0.07 103 | 1.09 317 |
|
| Anonymus |   | 2.39 88 | 1.30 157 | 3.67 39 | 3.98 188 | 0.56 62 | 2.41 44 | 0.27 76 | 6.52 72 | 3.38 102 | 2.82 143 | 1.82 66 | 4.87 225 | 2.24 146 | 8.78 215 | 3.07 260 | 0.35 429 | 0.52 356 | 0.00 1 | 0.05 255 | 0.04 62 | 1.25 355 |
|
| monsterstereo |  | 2.74 121 | 1.26 141 | 5.23 132 | 4.64 254 | 4.44 496 | 1.81 26 | 0.08 32 | 6.52 72 | 5.70 178 | 3.84 183 | 7.47 232 | 0.27 8 | 0.37 22 | 9.33 246 | 1.51 121 | 0.05 146 | 1.11 568 | 0.00 1 | 0.35 519 | 0.03 33 | 0.75 205 |
|
| MGS-Stereo |  | 3.47 186 | 1.54 213 | 7.34 273 | 3.79 172 | 0.51 56 | 4.78 199 | 1.51 210 | 6.53 75 | 9.92 294 | 4.54 204 | 10.22 275 | 5.44 240 | 1.26 83 | 8.51 208 | 2.53 215 | 0.21 371 | 0.01 21 | 0.02 308 | 0.00 1 | 0.59 464 | 0.23 57 |
|
| MatchStereo |   | 1.90 59 | 1.04 81 | 4.50 87 | 2.54 25 | 0.18 9 | 2.31 42 | 0.33 81 | 6.54 76 | 5.32 168 | 1.05 16 | 4.55 147 | 0.82 59 | 1.31 85 | 5.33 102 | 1.70 137 | 0.03 86 | 0.05 116 | 0.00 1 | 0.00 1 | 0.03 33 | 0.28 68 |
| Tingman Yan, Tao Liu, Xilian Yang, Qunfei Zhao, Zeyang Xia: MatchAttention: Matching the Relative Positions for High-Resolution Cross-View Matching. Arxiv, 2025 |
| BridgeDepth |   | 1.76 41 | 1.05 82 | 3.18 11 | 2.17 9 | 0.16 8 | 6.45 337 | 0.05 26 | 6.54 76 | 3.33 95 | 1.56 60 | 0.40 12 | 1.99 127 | 2.73 168 | 4.72 78 | 0.75 14 | 0.04 107 | 0.02 56 | 0.00 1 | 0.00 1 | 0.04 62 | 0.05 17 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| LACA2 |  | 1.41 14 | 1.71 247 | 5.26 133 | 1.58 4 | 0.20 10 | 3.00 67 | 0.13 50 | 6.58 78 | 1.37 5 | 1.24 26 | 0.81 34 | 0.58 40 | 0.79 52 | 4.13 58 | 0.68 10 | 0.03 86 | 0.03 76 | 0.00 1 | 0.00 1 | 0.05 76 | 0.01 1 |
|
| asda |  | 2.30 85 | 1.05 82 | 5.07 126 | 3.16 101 | 1.97 303 | 3.28 87 | 0.84 130 | 6.58 78 | 3.63 118 | 2.65 129 | 3.26 101 | 0.65 44 | 2.93 175 | 6.05 119 | 1.83 145 | 0.70 534 | 1.01 526 | 0.00 1 | 0.27 465 | 0.10 146 | 0.86 226 |
|
| aanet-32k-new |  | 2.81 127 | 2.11 374 | 7.27 264 | 3.65 156 | 1.62 249 | 5.00 225 | 1.77 281 | 6.59 80 | 2.45 41 | 1.50 49 | 4.30 135 | 2.17 140 | 5.93 329 | 8.74 213 | 1.56 123 | 0.02 46 | 0.16 231 | 0.00 1 | 0.00 1 | 0.16 217 | 1.27 358 |
|
| MLG-Stereo_test3 |  | 1.79 43 | 0.82 36 | 4.52 88 | 2.79 58 | 1.61 244 | 3.91 121 | 0.24 73 | 6.61 81 | 1.52 8 | 1.35 38 | 1.22 47 | 1.97 124 | 0.63 45 | 6.25 125 | 1.27 75 | 0.04 107 | 0.66 399 | 0.00 1 | 0.00 1 | 0.05 76 | 0.29 72 |
|
| GREATEN-IGEV-FM_RVC |   | 2.30 85 | 2.01 341 | 6.71 231 | 3.09 92 | 0.81 105 | 5.76 287 | 0.58 104 | 6.66 82 | 5.89 194 | 2.69 133 | 0.49 15 | 1.64 100 | 0.81 55 | 4.90 88 | 2.12 180 | 0.02 46 | 0.07 160 | 0.00 1 | 0.07 282 | 0.15 208 | 1.56 420 |
|
| SCION-M(vits-remse) |  | 3.05 146 | 0.90 47 | 16.08 568 | 10.84 619 | 1.72 266 | 6.04 305 | 0.13 50 | 6.67 83 | 3.14 76 | 1.50 49 | 2.25 72 | 0.32 19 | 0.36 18 | 7.24 156 | 1.29 78 | 0.96 583 | 0.18 238 | 0.00 1 | 0.38 541 | 0.02 5 | 1.01 288 |
|
| SCION-Mon(vits-remp) |  | 4.81 259 | 5.24 589 | 16.08 568 | 10.84 619 | 8.39 659 | 30.38 668 | 0.13 50 | 6.67 83 | 3.14 76 | 1.50 49 | 2.25 72 | 0.32 19 | 0.36 18 | 7.24 156 | 1.29 78 | 0.01 10 | 0.98 496 | 0.00 1 | 0.38 541 | 0.02 5 | 1.01 288 |
|
| monster-pro |  | 2.07 71 | 0.90 47 | 4.81 102 | 2.70 42 | 1.72 266 | 5.99 301 | 0.13 50 | 6.67 83 | 3.14 76 | 1.50 49 | 2.25 72 | 0.33 22 | 0.37 22 | 7.29 158 | 1.29 78 | 0.01 10 | 0.98 496 | 0.00 1 | 0.38 541 | 0.02 5 | 1.01 288 |
|
| BStereo |   | 3.41 177 | 1.93 319 | 17.91 592 | 3.28 117 | 1.17 162 | 5.97 299 | 3.40 394 | 6.67 83 | 6.10 199 | 2.94 147 | 1.98 67 | 2.53 151 | 0.78 50 | 8.18 196 | 3.81 304 | 0.06 186 | 0.11 205 | 0.04 353 | 0.13 329 | 0.09 136 | 1.02 297 |
|
| MonStereo |  | 2.08 74 | 0.90 47 | 4.78 100 | 2.70 42 | 1.71 264 | 6.04 305 | 0.13 50 | 6.67 83 | 3.15 80 | 1.50 49 | 2.24 71 | 0.32 19 | 0.36 18 | 7.36 160 | 1.29 78 | 0.01 10 | 0.98 496 | 0.00 1 | 0.38 541 | 0.02 5 | 1.01 288 |
|
| Monster-pub-eth3d |  | 2.07 71 | 0.90 47 | 4.82 105 | 2.70 42 | 1.72 266 | 6.01 302 | 0.13 50 | 6.67 83 | 3.14 76 | 1.51 56 | 2.25 72 | 0.33 22 | 0.37 22 | 7.11 153 | 1.29 78 | 0.01 10 | 0.98 496 | 0.00 1 | 0.38 541 | 0.02 5 | 1.01 288 |
|
| 2.5w |  | 2.47 96 | 0.97 66 | 5.69 152 | 3.45 142 | 1.92 295 | 3.19 80 | 2.18 321 | 6.67 83 | 2.91 68 | 2.14 97 | 5.66 202 | 0.25 4 | 1.97 128 | 7.82 176 | 1.43 114 | 0.18 347 | 1.07 550 | 0.00 1 | 0.30 491 | 0.03 33 | 1.46 399 |
|
| MonSter |  | 2.06 70 | 0.90 47 | 4.81 102 | 2.70 42 | 1.72 266 | 6.01 302 | 0.13 50 | 6.67 83 | 3.15 80 | 1.51 56 | 2.25 72 | 0.33 22 | 0.36 18 | 7.02 146 | 1.29 78 | 0.01 10 | 0.98 496 | 0.00 1 | 0.38 541 | 0.02 5 | 1.01 288 |
|
| 2.25w |  | 2.72 119 | 1.05 82 | 6.11 176 | 3.00 82 | 1.81 282 | 3.48 100 | 0.41 85 | 6.68 91 | 2.83 63 | 4.84 218 | 6.79 220 | 0.37 28 | 2.42 156 | 9.01 225 | 3.30 275 | 0.22 378 | 1.00 520 | 0.00 1 | 0.30 491 | 0.02 5 | 0.81 214 |
|
| FORCE_6 |  | 1.66 33 | 1.52 211 | 3.68 42 | 2.55 26 | 0.09 1 | 3.72 111 | 0.03 17 | 6.69 92 | 2.85 65 | 1.11 17 | 2.22 69 | 0.83 60 | 1.79 122 | 5.29 101 | 0.59 4 | 0.08 243 | 0.04 94 | 0.00 1 | 0.00 1 | 0.10 146 | 0.01 1 |
|
| BridgeDepth_RVC |   | 1.61 29 | 1.02 78 | 3.25 17 | 1.82 6 | 0.74 85 | 3.96 125 | 0.02 6 | 6.73 93 | 1.85 17 | 1.51 56 | 1.19 46 | 1.05 67 | 2.91 174 | 3.96 49 | 1.00 40 | 0.92 573 | 0.08 172 | 0.12 461 | 0.06 269 | 0.01 1 | 0.02 11 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| 252Zero-FE |  | 1.84 52 | 0.98 68 | 4.47 85 | 3.26 115 | 0.75 91 | 1.97 30 | 0.08 32 | 6.80 94 | 4.77 154 | 1.93 83 | 3.67 113 | 0.18 2 | 0.28 9 | 4.02 56 | 1.16 62 | 0.04 107 | 1.19 592 | 0.09 422 | 0.42 558 | 0.04 62 | 0.69 184 |
|
| FORCE_4.5 |  | 1.71 36 | 1.28 147 | 4.56 90 | 2.58 28 | 0.14 7 | 2.93 64 | 0.03 17 | 6.91 95 | 3.02 70 | 0.86 7 | 2.47 80 | 0.46 32 | 1.09 74 | 6.98 142 | 0.76 15 | 0.07 218 | 0.03 76 | 0.00 1 | 0.00 1 | 0.06 89 | 0.02 11 |
|
| zero-FE |  | 3.32 166 | 1.18 119 | 5.60 149 | 4.69 257 | 4.43 495 | 3.21 82 | 1.46 197 | 6.93 96 | 2.47 42 | 1.50 49 | 2.64 84 | 1.71 104 | 4.81 270 | 6.47 133 | 3.42 283 | 0.59 508 | 0.90 474 | 0.00 1 | 0.28 471 | 13.31 708 | 0.77 208 |
|
| LCMNet |  | 2.07 71 | 0.71 9 | 3.39 20 | 2.31 10 | 0.61 68 | 1.95 29 | 0.09 37 | 6.95 97 | 7.84 244 | 1.41 43 | 1.63 61 | 1.25 79 | 1.31 85 | 6.83 137 | 1.95 155 | 0.48 475 | 0.58 380 | 0.00 1 | 0.24 429 | 0.02 5 | 1.82 459 |
|
| Monster-pub-mixall |  | 2.13 78 | 0.98 68 | 4.13 61 | 2.74 54 | 0.99 138 | 2.50 46 | 0.53 100 | 6.96 98 | 3.27 91 | 3.25 164 | 3.80 118 | 0.40 30 | 0.48 30 | 9.26 243 | 1.12 56 | 0.02 46 | 1.14 577 | 0.01 263 | 0.18 383 | 0.04 62 | 0.70 190 |
|
| CSFM-Stereo |  | 1.85 55 | 0.72 11 | 3.47 23 | 2.90 74 | 0.34 23 | 3.06 71 | 0.15 60 | 6.97 99 | 3.08 72 | 2.66 130 | 1.25 49 | 1.50 91 | 1.08 73 | 4.86 85 | 1.63 133 | 0.66 528 | 0.61 387 | 0.00 1 | 0.23 419 | 0.02 5 | 1.84 461 |
|
| 4w-stereo |  | 2.40 91 | 1.23 136 | 5.26 133 | 2.81 62 | 2.14 324 | 3.64 108 | 0.60 108 | 7.00 100 | 2.73 53 | 2.99 149 | 4.33 136 | 0.35 26 | 3.26 187 | 7.50 163 | 1.55 122 | 0.32 418 | 0.98 496 | 0.00 1 | 0.30 491 | 0.05 76 | 0.96 276 |
|
| MLG-Stereo |  | 1.73 38 | 0.78 25 | 3.87 50 | 3.09 92 | 1.06 149 | 3.04 70 | 0.16 63 | 7.00 100 | 2.55 46 | 1.24 26 | 0.19 7 | 1.50 91 | 0.65 46 | 7.55 168 | 0.86 21 | 0.11 283 | 0.81 441 | 0.00 1 | 0.03 215 | 0.03 33 | 0.19 53 |
|
| LG-G_1 |  | 2.39 88 | 0.79 26 | 4.63 92 | 3.83 177 | 0.64 75 | 10.74 428 | 0.58 104 | 7.00 100 | 1.89 20 | 1.72 68 | 1.33 50 | 1.33 83 | 2.10 135 | 8.16 193 | 1.40 101 | 0.05 146 | 0.66 399 | 0.00 1 | 0.00 1 | 0.06 89 | 0.94 263 |
|
| LG-G |  | 2.39 88 | 0.79 26 | 4.63 92 | 3.83 177 | 0.64 75 | 10.74 428 | 0.58 104 | 7.00 100 | 1.89 20 | 1.72 68 | 1.33 50 | 1.33 83 | 2.10 135 | 8.16 193 | 1.40 101 | 0.05 146 | 0.66 399 | 0.00 1 | 0.00 1 | 0.06 89 | 0.94 263 |
|
| IGEV-BASED-STEREO- |  | 7.80 417 | 28.14 724 | 42.31 689 | 3.20 104 | 0.50 55 | 4.12 135 | 1.45 192 | 7.06 104 | 4.60 147 | 4.66 211 | 3.90 123 | 2.47 150 | 1.37 95 | 6.02 118 | 1.94 154 | 24.62 734 | 0.43 331 | 0.01 263 | 0.08 294 | 4.61 654 | 14.42 717 |
|
| 1w_stereo |  | 3.18 157 | 0.88 45 | 4.34 72 | 3.77 169 | 2.15 325 | 4.45 158 | 6.50 503 | 7.10 105 | 5.69 177 | 3.58 173 | 7.40 230 | 0.28 11 | 4.26 229 | 8.58 210 | 2.83 245 | 0.05 146 | 0.64 396 | 0.00 1 | 0.01 152 | 0.02 5 | 1.16 336 |
|
| aanet-new-28k |  | 2.54 101 | 1.71 247 | 9.46 370 | 3.43 139 | 0.78 99 | 4.40 155 | 1.75 276 | 7.14 106 | 3.11 74 | 2.02 93 | 4.61 151 | 1.55 94 | 4.60 252 | 2.61 11 | 1.30 86 | 0.00 1 | 1.07 550 | 0.00 1 | 0.29 479 | 0.11 164 | 0.91 246 |
|
| aanet-new-24k |  | 2.63 110 | 1.72 255 | 6.47 215 | 3.23 109 | 1.84 288 | 5.56 270 | 1.64 234 | 7.18 107 | 2.20 33 | 2.64 128 | 6.02 208 | 2.24 142 | 4.38 239 | 4.14 60 | 1.59 128 | 0.01 10 | 0.74 421 | 0.01 263 | 0.24 429 | 0.15 208 | 0.64 168 |
|
| LG-Stereo |  | 2.75 122 | 1.78 270 | 8.47 321 | 4.32 233 | 1.04 143 | 3.56 105 | 1.20 159 | 7.18 107 | 6.19 202 | 2.53 122 | 7.57 236 | 1.07 68 | 0.75 48 | 5.24 97 | 2.51 211 | 0.49 479 | 0.27 277 | 0.01 263 | 0.03 215 | 0.34 333 | 0.44 120 |
|
| 3.25w_new |  | 2.57 106 | 1.05 82 | 5.06 122 | 2.75 55 | 1.49 226 | 5.86 292 | 1.15 152 | 7.21 109 | 3.61 116 | 4.57 206 | 3.97 125 | 0.64 42 | 2.42 156 | 7.83 178 | 1.41 106 | 0.07 218 | 0.97 491 | 0.00 1 | 0.23 419 | 0.08 120 | 0.95 268 |
|
| 3.25w |  | 2.57 106 | 1.05 82 | 5.06 122 | 2.75 55 | 1.49 226 | 5.87 293 | 1.15 152 | 7.21 109 | 3.61 116 | 4.57 206 | 3.97 125 | 0.64 42 | 2.42 156 | 7.82 176 | 1.41 106 | 0.07 218 | 0.97 491 | 0.00 1 | 0.23 419 | 0.08 120 | 0.95 268 |
|
| SGD-Stereo |  | 2.03 67 | 0.90 47 | 4.25 66 | 2.80 61 | 0.38 33 | 3.39 94 | 0.90 134 | 7.22 111 | 2.50 43 | 4.05 187 | 1.12 44 | 1.77 110 | 1.31 85 | 8.51 208 | 1.04 47 | 0.24 386 | 0.01 21 | 0.00 1 | 0.00 1 | 0.06 89 | 0.12 35 |
|
| qwe |  | 2.64 111 | 0.97 66 | 4.85 107 | 3.09 92 | 2.86 388 | 4.53 169 | 0.28 78 | 7.28 112 | 3.06 71 | 5.38 237 | 4.85 160 | 0.57 39 | 0.88 59 | 9.13 235 | 2.39 204 | 0.42 459 | 0.96 487 | 0.00 1 | 0.30 491 | 0.12 173 | 0.90 241 |
|
| LG-Stereo_L1 |  | 1.82 49 | 1.13 105 | 4.80 101 | 3.05 87 | 1.18 166 | 2.86 62 | 0.49 94 | 7.33 113 | 2.07 26 | 1.66 66 | 0.31 10 | 0.52 36 | 0.58 38 | 8.22 198 | 1.09 54 | 0.05 146 | 0.74 421 | 0.01 263 | 0.00 1 | 0.03 33 | 0.29 72 |
|
| aanet-new-90k |  | 2.84 130 | 1.71 247 | 11.52 467 | 3.30 121 | 1.85 289 | 3.10 74 | 1.39 183 | 7.41 114 | 2.73 53 | 1.13 18 | 3.43 104 | 0.92 63 | 4.97 284 | 9.58 258 | 1.26 73 | 0.06 186 | 0.81 441 | 0.00 1 | 0.07 282 | 0.09 136 | 1.51 415 |
|
| aanet-new-60k |  | 3.03 143 | 1.86 296 | 11.53 469 | 3.24 112 | 1.22 174 | 6.75 349 | 1.60 228 | 7.41 114 | 2.30 36 | 1.96 88 | 3.99 127 | 2.62 157 | 3.31 189 | 8.96 224 | 1.39 98 | 0.04 107 | 1.10 563 | 0.01 263 | 0.01 152 | 0.07 103 | 1.33 370 |
|
| LG-Stereo_L2 |  | 1.81 48 | 1.11 99 | 5.06 122 | 3.06 90 | 0.92 121 | 2.71 53 | 0.43 89 | 7.45 116 | 1.91 22 | 1.93 83 | 0.44 13 | 0.41 31 | 0.52 34 | 8.16 193 | 1.05 50 | 0.05 146 | 0.73 419 | 0.00 1 | 0.00 1 | 0.04 62 | 0.32 79 |
|
| 3.5w_stereo |  | 2.78 124 | 1.48 197 | 5.51 146 | 2.66 36 | 1.61 244 | 5.90 297 | 1.09 148 | 7.46 117 | 3.28 93 | 4.31 195 | 4.49 143 | 0.35 26 | 2.04 133 | 10.32 285 | 3.27 274 | 0.21 371 | 0.66 399 | 0.00 1 | 0.09 302 | 0.02 5 | 0.88 233 |
|
| aanet-new-78k |  | 2.86 134 | 1.71 247 | 12.34 497 | 3.53 149 | 0.61 68 | 2.20 38 | 1.30 175 | 7.48 118 | 2.19 32 | 1.89 81 | 4.21 133 | 1.03 64 | 6.31 343 | 8.93 221 | 1.35 88 | 0.02 46 | 0.72 415 | 0.00 1 | 0.00 1 | 0.07 103 | 1.41 388 |
|
| Replicate-Monster |  | 2.96 138 | 3.67 551 | 12.48 502 | 2.73 50 | 1.29 191 | 3.18 79 | 0.44 90 | 7.55 119 | 4.93 159 | 4.05 187 | 1.50 55 | 0.77 52 | 1.12 76 | 9.21 238 | 0.87 24 | 0.19 360 | 1.15 579 | 0.00 1 | 0.22 407 | 0.28 297 | 3.54 624 |
|
| aanet-new-40k |  | 2.69 118 | 1.84 292 | 10.17 400 | 3.20 104 | 2.52 357 | 5.34 250 | 1.74 272 | 7.56 120 | 2.32 37 | 1.41 43 | 4.84 159 | 1.12 70 | 5.42 302 | 2.71 13 | 1.34 87 | 0.07 218 | 0.66 399 | 0.02 308 | 0.04 236 | 0.08 120 | 1.48 406 |
|
| asd |  | 2.40 91 | 0.92 57 | 4.93 113 | 2.96 77 | 2.30 341 | 3.95 124 | 0.35 82 | 7.56 120 | 2.81 59 | 3.69 177 | 2.96 97 | 0.54 38 | 2.23 144 | 8.72 211 | 1.25 70 | 0.70 534 | 0.84 452 | 0.00 1 | 0.13 329 | 0.12 173 | 0.93 255 |
|
| LoS_RVC |  | 4.09 227 | 3.01 512 | 4.81 102 | 4.88 273 | 7.78 644 | 5.24 240 | 2.80 366 | 7.57 122 | 4.24 140 | 4.41 198 | 10.34 278 | 3.62 188 | 6.34 345 | 6.59 134 | 2.37 200 | 0.04 107 | 0.03 76 | 0.00 1 | 0.01 152 | 0.06 89 | 7.70 680 |
|
| 2w_stereo |  | 2.67 115 | 1.09 94 | 5.38 139 | 3.25 113 | 1.25 182 | 4.61 173 | 3.77 407 | 7.59 123 | 4.10 138 | 4.28 193 | 5.14 176 | 0.27 8 | 4.25 227 | 4.81 83 | 2.06 172 | 0.11 283 | 0.72 415 | 0.00 1 | 0.18 383 | 0.02 5 | 0.48 132 |
|
| AEACV |  | 3.74 202 | 1.42 180 | 6.45 212 | 5.61 337 | 6.24 604 | 4.69 185 | 1.54 216 | 7.61 124 | 7.19 221 | 3.59 174 | 7.87 242 | 4.20 203 | 6.43 352 | 6.07 120 | 1.96 156 | 0.03 86 | 1.03 543 | 0.04 353 | 0.54 587 | 0.23 257 | 2.12 538 |
|
| aanet-new-70k |  | 2.83 129 | 1.62 224 | 10.06 396 | 3.21 107 | 1.04 143 | 4.89 209 | 1.47 199 | 7.63 125 | 2.27 34 | 1.97 89 | 3.93 124 | 0.86 61 | 5.16 294 | 9.31 245 | 1.61 131 | 0.02 46 | 0.53 359 | 0.00 1 | 0.03 215 | 0.05 76 | 0.97 277 |
|
| WQFJA1++ |  | 2.85 132 | 0.75 18 | 5.28 135 | 3.42 137 | 2.42 350 | 4.30 143 | 0.29 80 | 7.68 126 | 2.78 57 | 3.98 184 | 2.72 89 | 0.69 49 | 1.60 107 | 7.66 173 | 1.42 109 | 0.41 453 | 1.01 526 | 0.01 263 | 0.40 554 | 9.39 686 | 0.78 211 |
|
| Test_v1 |  | 1.80 47 | 0.90 47 | 3.67 39 | 2.66 36 | 1.27 186 | 2.14 34 | 0.16 63 | 7.69 127 | 3.86 124 | 1.62 64 | 3.08 99 | 1.48 90 | 1.00 68 | 4.86 85 | 0.99 39 | 0.09 257 | 0.06 145 | 0.00 1 | 0.00 1 | 0.03 33 | 0.42 113 |
|
| 3w_stereo |  | 2.85 132 | 1.08 92 | 6.84 239 | 3.00 82 | 0.62 71 | 5.35 252 | 6.31 497 | 7.70 128 | 3.87 126 | 4.12 190 | 5.00 172 | 0.30 15 | 4.15 225 | 4.87 87 | 1.71 138 | 0.00 1 | 1.02 536 | 0.00 1 | 0.24 429 | 0.03 33 | 0.87 232 |
|
| IGEV-RUCA |  | 3.15 156 | 1.28 147 | 5.12 129 | 5.23 310 | 2.34 346 | 6.02 304 | 1.75 276 | 7.71 129 | 5.31 167 | 2.77 140 | 4.98 171 | 4.01 198 | 2.39 155 | 10.02 272 | 1.73 139 | 0.17 336 | 0.26 274 | 0.21 514 | 0.29 479 | 0.74 509 | 0.58 160 |
|
| FORCE_5 |  | 1.73 38 | 1.50 206 | 4.02 56 | 2.79 58 | 0.27 12 | 3.15 76 | 0.02 6 | 7.90 130 | 2.96 69 | 0.96 13 | 2.71 88 | 1.24 78 | 1.10 75 | 5.11 94 | 0.66 8 | 0.10 274 | 0.04 94 | 0.01 263 | 0.00 1 | 0.12 173 | 0.01 1 |
|
| IGEV |   | 2.11 77 | 0.73 12 | 4.37 76 | 2.86 70 | 3.48 433 | 4.13 136 | 0.94 137 | 7.90 130 | 3.86 124 | 2.26 107 | 4.35 137 | 0.28 11 | 0.61 42 | 3.78 45 | 1.05 50 | 0.08 243 | 0.72 415 | 0.00 1 | 0.20 397 | 0.03 33 | 0.56 150 |
|
| XX-TBD |  | 4.63 255 | 10.71 655 | 3.94 52 | 10.55 610 | 0.62 71 | 5.95 298 | 0.08 32 | 7.91 132 | 12.75 334 | 11.73 337 | 14.80 341 | 4.04 199 | 1.64 109 | 4.90 88 | 2.61 221 | 0.08 243 | 0.01 21 | 0.00 1 | 0.00 1 | 0.26 282 | 0.06 20 |
|
| LG-Stereo_Zeroshot |  | 3.06 148 | 1.06 89 | 6.40 207 | 5.55 333 | 1.90 293 | 3.79 115 | 0.82 128 | 7.92 133 | 3.70 121 | 4.01 186 | 10.87 295 | 2.27 143 | 5.15 291 | 3.49 36 | 2.09 175 | 0.19 360 | 0.64 396 | 0.00 1 | 0.35 519 | 0.42 392 | 0.58 160 |
|
| gcap_with_dpt |  | 3.03 143 | 1.08 92 | 6.32 197 | 3.49 146 | 4.52 504 | 5.06 226 | 1.27 168 | 7.96 134 | 4.87 156 | 6.17 255 | 11.91 311 | 2.06 133 | 0.57 37 | 2.88 15 | 1.07 53 | 0.01 10 | 0.08 172 | 0.02 308 | 0.25 444 | 0.15 208 | 0.94 263 |
|
| PSi22 |  | 4.58 253 | 1.94 321 | 5.03 120 | 4.36 235 | 0.40 36 | 4.47 159 | 0.25 75 | 8.02 135 | 17.15 411 | 4.54 204 | 7.06 226 | 13.54 419 | 5.80 320 | 13.51 448 | 2.32 190 | 0.09 257 | 1.19 592 | 0.00 1 | 0.00 1 | 0.52 435 | 1.43 394 |
|
| GCAP-Stereo-cres-4k |  | 3.00 141 | 1.28 147 | 6.32 197 | 5.04 290 | 2.94 397 | 9.00 397 | 1.69 258 | 8.10 136 | 4.63 149 | 2.27 108 | 5.15 178 | 2.30 145 | 5.01 285 | 3.99 55 | 1.47 118 | 0.01 10 | 0.13 216 | 0.00 1 | 0.02 197 | 0.09 136 | 0.61 164 |
|
| aanet-new-32k |  | 2.65 112 | 1.89 305 | 7.06 247 | 3.33 125 | 2.10 314 | 5.72 280 | 1.68 248 | 8.13 137 | 1.82 15 | 2.01 91 | 4.36 138 | 2.64 158 | 5.98 331 | 3.22 27 | 0.98 35 | 0.02 46 | 1.02 536 | 0.00 1 | 0.00 1 | 0.09 136 | 0.97 277 |
|
| aanet-new-30k |  | 2.65 112 | 1.89 305 | 7.05 246 | 3.33 125 | 2.10 314 | 5.72 280 | 1.68 248 | 8.13 137 | 1.82 15 | 2.01 91 | 4.36 138 | 2.64 158 | 5.98 331 | 3.22 27 | 0.98 35 | 0.02 46 | 1.02 536 | 0.00 1 | 0.00 1 | 0.09 136 | 0.97 277 |
|
| aanet-new |  | 3.41 177 | 1.67 239 | 7.04 245 | 4.37 237 | 2.94 397 | 10.02 408 | 1.74 272 | 8.16 139 | 3.19 88 | 2.14 97 | 5.19 180 | 2.32 146 | 7.49 385 | 9.44 254 | 1.43 114 | 0.02 46 | 0.08 172 | 0.00 1 | 0.01 152 | 0.08 120 | 0.92 248 |
|
| WCG-NET |  | 4.15 232 | 1.44 190 | 6.47 215 | 3.48 145 | 0.31 13 | 4.36 154 | 1.74 272 | 8.24 140 | 15.53 379 | 8.94 304 | 9.64 264 | 6.87 280 | 4.12 224 | 7.42 161 | 2.86 246 | 0.02 46 | 1.09 555 | 0.00 1 | 0.00 1 | 0.21 247 | 0.28 68 |
|
| FlowAnything_test |  | 3.40 174 | 1.63 228 | 7.17 258 | 8.89 563 | 1.37 201 | 8.59 390 | 2.43 339 | 8.27 141 | 4.69 150 | 4.28 193 | 2.68 85 | 3.47 185 | 0.74 47 | 6.21 124 | 5.48 382 | 0.11 283 | 0.04 94 | 0.17 495 | 0.65 601 | 0.17 225 | 0.91 246 |
|
| GCAP-Stereo-DPT-20K |  | 3.73 200 | 0.96 61 | 19.43 608 | 2.45 18 | 2.27 337 | 4.47 159 | 1.54 216 | 8.30 142 | 4.01 131 | 2.87 144 | 5.19 180 | 3.46 183 | 4.46 245 | 2.26 3 | 0.83 18 | 0.07 218 | 0.75 427 | 0.00 1 | 0.20 397 | 0.92 539 | 10.21 703 |
|
| GCAPDPT-zeroshot4090 |  | 3.73 200 | 0.96 61 | 19.42 607 | 2.45 18 | 2.27 337 | 4.47 159 | 1.54 216 | 8.30 142 | 4.01 131 | 2.87 144 | 5.19 180 | 3.46 183 | 4.46 245 | 2.26 3 | 0.83 18 | 0.07 218 | 0.75 427 | 0.00 1 | 0.20 397 | 0.92 539 | 10.21 703 |
|
| GCAP-Stereo-DPT-2K |  | 3.33 168 | 1.12 103 | 6.22 185 | 3.35 130 | 4.61 513 | 3.98 126 | 1.23 162 | 8.33 144 | 8.06 252 | 6.76 263 | 12.36 314 | 2.19 141 | 0.60 40 | 5.16 96 | 1.26 73 | 0.01 10 | 0.07 160 | 0.01 263 | 0.25 444 | 0.14 192 | 0.95 268 |
|
| aanet-new-16k |  | 2.56 104 | 1.50 206 | 7.52 280 | 4.24 229 | 0.72 82 | 3.79 115 | 1.59 225 | 8.38 145 | 3.25 90 | 1.75 71 | 4.56 148 | 2.61 156 | 4.57 251 | 3.47 33 | 1.59 128 | 0.03 86 | 0.56 370 | 0.00 1 | 0.03 215 | 0.10 146 | 0.93 255 |
|
| MaDis-Stereo |  | 2.96 138 | 2.05 356 | 7.26 263 | 3.35 130 | 2.54 360 | 1.78 24 | 0.28 78 | 8.41 146 | 5.58 176 | 2.77 140 | 3.62 112 | 7.05 282 | 4.60 252 | 5.95 116 | 3.33 276 | 0.01 10 | 0.05 116 | 0.00 1 | 0.00 1 | 0.19 237 | 0.39 104 |
|
| aanet-new-36k |  | 2.87 135 | 1.75 262 | 7.21 261 | 3.57 151 | 0.57 64 | 5.21 238 | 1.18 156 | 8.42 147 | 2.58 47 | 1.80 77 | 4.49 143 | 1.58 96 | 6.34 345 | 9.10 232 | 1.42 109 | 0.02 46 | 1.00 520 | 0.02 308 | 0.00 1 | 0.07 103 | 0.98 282 |
|
| U |  | 3.84 210 | 0.81 33 | 6.63 228 | 4.40 238 | 11.89 692 | 11.98 451 | 0.20 69 | 8.42 147 | 5.78 182 | 1.97 89 | 2.73 90 | 0.77 52 | 1.59 105 | 2.60 10 | 0.98 35 | 0.04 107 | 0.04 94 | 10.46 710 | 5.41 700 | 0.05 76 | 0.14 41 |
|
| castereo++ |  | 3.76 205 | 1.79 273 | 5.06 122 | 4.09 202 | 2.65 368 | 16.30 543 | 1.89 300 | 8.46 149 | 9.15 281 | 2.53 122 | 4.66 152 | 5.04 228 | 2.00 129 | 9.08 231 | 1.04 47 | 0.02 46 | 0.59 384 | 0.00 1 | 0.34 515 | 0.08 120 | 0.50 138 |
|
| Zero-FE251 |  | 3.09 150 | 1.71 247 | 6.29 195 | 4.81 267 | 2.16 327 | 7.18 359 | 0.73 119 | 8.50 150 | 3.56 112 | 5.39 238 | 2.58 83 | 5.37 239 | 4.09 222 | 4.80 82 | 1.73 139 | 0.49 479 | 0.81 441 | 0.05 365 | 0.03 215 | 0.03 33 | 1.45 396 |
|
| RAStereo |  | 2.53 98 | 1.48 197 | 7.27 264 | 4.18 214 | 1.48 220 | 1.78 24 | 0.13 50 | 8.50 150 | 8.15 255 | 2.40 117 | 4.11 131 | 3.37 176 | 0.81 55 | 3.73 43 | 2.75 232 | 0.05 146 | 0.00 1 | 0.00 1 | 0.00 1 | 0.35 339 | 0.14 41 |
|
| rvit_stereo_0081 |  | 4.20 234 | 2.18 403 | 9.43 367 | 6.66 444 | 1.77 278 | 3.43 96 | 2.29 327 | 8.53 152 | 16.32 394 | 4.68 212 | 5.52 190 | 5.21 233 | 4.60 252 | 8.22 198 | 4.20 325 | 0.05 146 | 0.01 21 | 0.00 1 | 0.01 152 | 0.41 383 | 0.49 135 |
|
| rvit_stereo_0082 |  | 4.20 234 | 2.18 403 | 9.43 367 | 6.66 444 | 1.77 278 | 3.43 96 | 2.29 327 | 8.53 152 | 16.32 394 | 4.68 212 | 5.52 190 | 5.21 233 | 4.60 252 | 8.22 198 | 4.20 325 | 0.05 146 | 0.01 21 | 0.00 1 | 0.01 152 | 0.41 383 | 0.49 135 |
|
| PhaseNet |  | 2.72 119 | 1.38 173 | 4.32 71 | 3.98 188 | 0.96 134 | 5.73 283 | 0.42 87 | 8.56 154 | 3.88 127 | 2.71 137 | 2.50 81 | 6.14 259 | 1.36 93 | 6.85 138 | 3.71 298 | 0.24 386 | 0.10 195 | 0.00 1 | 0.00 1 | 0.07 103 | 1.49 409 |
|
| GCAP-Stereo-DPT-22K |  | 2.84 130 | 1.13 105 | 5.48 144 | 4.01 191 | 3.72 441 | 3.33 90 | 1.40 185 | 8.58 155 | 3.90 128 | 2.56 124 | 7.82 239 | 3.41 177 | 5.01 285 | 2.48 9 | 1.12 56 | 0.02 46 | 0.99 512 | 0.00 1 | 0.50 578 | 0.12 173 | 1.11 323 |
|
| DF |  | 3.81 207 | 1.42 180 | 7.60 284 | 4.89 275 | 1.40 204 | 4.85 204 | 1.65 237 | 8.59 156 | 5.11 164 | 4.46 202 | 9.51 263 | 10.18 348 | 1.47 101 | 10.09 276 | 3.22 270 | 0.03 86 | 0.92 478 | 0.00 1 | 0.32 500 | 0.07 103 | 0.50 138 |
|
| mms |  | 3.23 161 | 1.87 301 | 6.16 182 | 4.22 220 | 2.38 348 | 4.13 136 | 3.87 410 | 8.68 157 | 5.05 162 | 2.68 132 | 5.66 202 | 3.05 171 | 1.33 89 | 9.68 261 | 2.35 198 | 0.01 10 | 0.55 367 | 0.00 1 | 0.00 1 | 0.42 392 | 2.47 583 |
|
| Occ-G |  | 4.14 230 | 1.50 206 | 5.89 161 | 3.82 175 | 1.88 291 | 3.75 113 | 6.51 504 | 8.68 157 | 6.38 208 | 4.81 215 | 8.44 245 | 9.56 340 | 4.31 231 | 10.00 270 | 4.16 322 | 0.05 146 | 0.84 452 | 0.00 1 | 0.19 392 | 0.23 257 | 1.71 441 |
|
| GCAP-Stereo-DPT-cres |  | 3.02 142 | 1.07 90 | 5.65 150 | 3.42 137 | 4.71 516 | 7.67 375 | 1.62 230 | 8.75 159 | 3.34 99 | 2.70 135 | 5.84 206 | 3.78 194 | 6.58 357 | 3.00 22 | 1.17 63 | 0.01 10 | 0.04 94 | 0.00 1 | 0.06 269 | 0.14 192 | 0.83 220 |
|
| IGEV-Stereo++ |  | 2.55 103 | 0.93 58 | 4.65 94 | 4.40 238 | 3.52 435 | 3.33 90 | 0.10 42 | 8.77 160 | 4.60 147 | 2.63 127 | 4.41 140 | 2.00 129 | 4.67 266 | 3.47 33 | 0.98 35 | 0.02 46 | 0.78 435 | 0.09 422 | 0.00 1 | 0.06 89 | 1.65 432 |
|
| rvit_stereo_0081_aga |  | 4.01 222 | 3.10 519 | 10.05 395 | 5.65 343 | 3.01 403 | 4.91 215 | 1.88 296 | 8.80 161 | 7.27 223 | 6.97 265 | 6.94 222 | 5.81 252 | 3.23 185 | 7.63 172 | 3.77 302 | 0.08 243 | 0.00 1 | 0.00 1 | 0.00 1 | 0.62 476 | 0.44 120 |
|
| SMoEStereo_RVC |  | 3.08 149 | 1.77 268 | 5.88 158 | 4.29 231 | 0.76 92 | 6.25 322 | 1.85 290 | 8.81 162 | 4.44 143 | 4.08 189 | 3.85 121 | 2.76 165 | 2.21 138 | 11.07 305 | 2.28 187 | 0.01 10 | 0.13 216 | 0.03 333 | 0.00 1 | 0.35 339 | 0.83 220 |
|
| aanet-new-10k |  | 3.05 146 | 1.69 244 | 11.03 452 | 4.59 251 | 0.93 128 | 8.16 387 | 1.83 288 | 8.82 163 | 2.73 53 | 3.10 157 | 3.11 100 | 2.74 164 | 5.35 301 | 3.49 36 | 1.80 142 | 0.01 10 | 0.47 340 | 0.05 365 | 0.07 282 | 0.14 192 | 0.88 233 |
|
| GCAP-Stereo-DPT-50K |  | 4.46 249 | 9.66 650 | 35.34 675 | 3.13 95 | 3.77 447 | 2.83 61 | 1.45 192 | 8.84 164 | 3.43 107 | 2.36 115 | 4.88 164 | 3.03 169 | 3.14 181 | 2.69 12 | 1.04 47 | 0.05 146 | 0.57 375 | 0.00 1 | 0.46 565 | 0.78 517 | 1.79 453 |
|
| AIO_rvc |  | 3.33 168 | 1.66 237 | 6.67 230 | 4.55 245 | 3.62 438 | 5.18 235 | 1.79 283 | 8.85 165 | 5.06 163 | 2.17 99 | 4.89 165 | 4.69 219 | 1.16 79 | 10.57 288 | 2.01 166 | 0.59 508 | 1.10 563 | 0.00 1 | 0.04 236 | 0.16 217 | 1.84 461 |
|
| monsters |  | 2.54 101 | 1.47 193 | 4.92 111 | 4.14 207 | 4.45 499 | 2.18 37 | 0.17 66 | 8.94 166 | 3.39 104 | 4.75 214 | 3.04 98 | 0.22 3 | 0.75 48 | 8.85 217 | 1.43 114 | 0.17 336 | 0.98 496 | 0.00 1 | 0.32 500 | 0.02 5 | 0.60 163 |
|
| TS12 |  | 2.90 137 | 0.93 58 | 3.58 34 | 2.61 31 | 0.40 36 | 6.37 332 | 0.20 69 | 8.95 167 | 4.89 157 | 3.34 166 | 10.48 282 | 1.45 88 | 3.08 179 | 8.02 185 | 2.96 251 | 0.02 46 | 0.01 21 | 0.00 1 | 0.00 1 | 0.05 76 | 0.67 175 |
|
| GCAP-Stereo-DPT-36K |  | 4.37 246 | 10.45 652 | 29.52 657 | 2.66 36 | 3.97 462 | 3.78 114 | 1.67 247 | 8.97 168 | 3.97 130 | 2.67 131 | 4.87 161 | 2.88 166 | 2.63 164 | 4.68 77 | 0.96 34 | 0.06 186 | 0.14 224 | 0.00 1 | 0.54 587 | 0.50 431 | 2.38 574 |
|
| ours_stereo |  | 3.25 163 | 1.81 280 | 5.95 167 | 4.18 214 | 1.97 303 | 3.79 115 | 2.71 360 | 8.97 168 | 6.86 217 | 2.39 116 | 5.79 205 | 3.97 197 | 1.82 125 | 9.84 265 | 2.05 171 | 0.02 46 | 0.21 254 | 0.00 1 | 0.00 1 | 0.38 369 | 2.35 571 |
|
| rvit_stereo_0083 |  | 4.77 257 | 2.28 424 | 10.63 433 | 7.49 508 | 1.73 271 | 4.88 207 | 2.71 360 | 8.97 168 | 18.71 434 | 5.01 222 | 7.88 243 | 6.38 269 | 5.11 289 | 7.80 175 | 4.86 360 | 0.28 405 | 0.04 94 | 0.00 1 | 0.01 152 | 0.26 282 | 0.39 104 |
|
| plain |  | 4.41 248 | 2.18 403 | 11.50 466 | 5.46 327 | 2.97 401 | 3.20 81 | 1.38 180 | 9.01 171 | 5.96 198 | 3.56 172 | 16.63 363 | 3.01 168 | 2.76 169 | 14.80 494 | 4.25 331 | 0.32 418 | 0.00 1 | 0.04 353 | 0.01 152 | 0.79 520 | 0.43 117 |
|
| aanet-new-12k |  | 2.60 108 | 1.03 80 | 9.85 388 | 4.64 254 | 0.69 80 | 4.48 162 | 1.69 258 | 9.07 172 | 3.43 107 | 3.00 150 | 1.50 55 | 1.74 108 | 4.48 248 | 3.49 36 | 1.56 123 | 0.02 46 | 0.24 266 | 0.08 411 | 0.01 152 | 0.14 192 | 0.81 214 |
|
| GCAP-Stereo-DPT-24K |  | 2.41 93 | 1.11 99 | 6.02 171 | 3.43 139 | 2.13 323 | 3.61 107 | 1.59 225 | 9.07 172 | 4.09 137 | 1.71 67 | 3.47 106 | 0.65 44 | 4.05 219 | 2.38 6 | 1.05 50 | 0.03 86 | 0.18 238 | 0.00 1 | 0.44 562 | 0.28 297 | 2.86 605 |
|
| GEAStereo |  | 2.49 97 | 1.24 137 | 4.35 73 | 4.86 270 | 1.65 254 | 4.29 141 | 1.45 192 | 9.09 174 | 4.32 141 | 2.74 138 | 2.76 92 | 1.20 74 | 2.22 140 | 3.97 52 | 1.97 157 | 0.07 218 | 1.09 555 | 0.05 365 | 0.00 1 | 0.25 268 | 2.16 546 |
|
| gasm-f |  | 2.98 140 | 1.42 180 | 4.98 117 | 4.86 270 | 1.58 238 | 4.40 155 | 2.46 342 | 9.09 174 | 4.32 141 | 2.74 138 | 5.99 207 | 1.20 74 | 3.99 216 | 6.65 135 | 2.16 181 | 0.07 218 | 1.09 555 | 0.05 365 | 0.00 1 | 0.30 311 | 2.16 546 |
|
| aanet-new-34k |  | 2.62 109 | 1.88 302 | 8.96 336 | 3.16 101 | 0.64 75 | 2.65 52 | 1.53 214 | 9.10 176 | 3.27 91 | 1.40 42 | 5.41 187 | 2.44 149 | 6.26 341 | 2.42 8 | 1.24 69 | 0.01 10 | 0.67 405 | 0.03 333 | 0.07 282 | 0.12 173 | 1.08 311 |
|
| DEFOM-Stereo_RVC |  | 3.40 174 | 7.12 619 | 4.30 70 | 11.17 629 | 1.69 261 | 4.59 171 | 0.46 93 | 9.11 177 | 3.63 118 | 2.69 133 | 3.29 102 | 0.75 51 | 7.02 377 | 9.35 247 | 2.00 163 | 0.01 10 | 0.15 228 | 0.00 1 | 0.19 392 | 0.06 89 | 0.39 104 |
|
| fffft |  | 2.87 135 | 1.37 170 | 6.09 172 | 3.63 153 | 1.48 220 | 4.34 150 | 4.03 418 | 9.11 177 | 3.91 129 | 3.19 158 | 2.34 78 | 1.90 122 | 1.43 98 | 10.93 300 | 2.22 184 | 0.00 1 | 0.23 259 | 0.00 1 | 0.00 1 | 0.38 369 | 0.85 223 |
| 1: 1. 1 |
| AIO_test |  | 3.09 150 | 1.33 165 | 5.84 155 | 4.60 252 | 3.35 422 | 5.26 242 | 2.32 332 | 9.12 179 | 5.01 161 | 1.93 83 | 4.76 157 | 4.23 206 | 1.35 91 | 7.85 181 | 1.18 64 | 0.92 573 | 1.03 543 | 0.00 1 | 0.29 479 | 0.07 103 | 1.30 365 |
|
| TANstereo |  | 4.87 263 | 1.49 203 | 5.02 119 | 4.02 193 | 0.51 56 | 14.25 494 | 0.15 60 | 9.17 180 | 12.84 336 | 12.80 361 | 18.36 388 | 5.14 230 | 4.43 241 | 6.01 117 | 2.30 188 | 0.09 257 | 0.12 214 | 0.00 1 | 0.01 152 | 0.02 5 | 0.68 180 |
|
| GCAP-Stereo-DPT26K |  | 2.56 104 | 1.49 203 | 7.83 295 | 3.20 104 | 1.05 145 | 2.74 57 | 1.69 258 | 9.18 181 | 2.53 45 | 2.70 135 | 3.59 110 | 1.73 106 | 3.06 178 | 5.53 105 | 1.66 134 | 0.15 324 | 0.99 512 | 0.00 1 | 0.26 450 | 0.14 192 | 1.59 423 |
|
| aanet-new-22k |  | 2.81 127 | 1.78 270 | 7.32 271 | 3.89 181 | 0.79 102 | 4.34 150 | 1.93 303 | 9.22 182 | 5.40 172 | 2.21 104 | 4.89 165 | 1.55 94 | 4.87 274 | 4.13 58 | 1.48 119 | 0.01 10 | 1.07 550 | 0.01 263 | 0.04 236 | 0.14 192 | 1.22 349 |
|
| GCAP-Stereo-DPT-FT |  | 3.65 195 | 5.31 591 | 22.09 633 | 3.99 190 | 3.89 456 | 3.15 76 | 1.70 263 | 9.35 183 | 3.52 111 | 2.46 120 | 3.75 114 | 3.71 189 | 3.55 200 | 3.48 35 | 1.68 135 | 0.07 218 | 0.13 216 | 0.01 263 | 0.12 324 | 0.13 189 | 0.97 277 |
|
| 111111 |  | 2.79 125 | 1.16 110 | 4.90 109 | 4.16 209 | 4.50 502 | 3.40 95 | 0.22 72 | 9.37 184 | 4.11 139 | 2.47 121 | 4.41 140 | 2.27 143 | 2.02 131 | 9.21 238 | 1.37 89 | 0.01 10 | 0.79 437 | 0.08 411 | 0.01 152 | 0.14 192 | 1.19 345 |
|
| GCAP-Stereo-DPT-5K |  | 3.26 164 | 1.18 119 | 6.09 172 | 3.37 132 | 4.60 509 | 4.64 176 | 1.29 173 | 9.39 185 | 9.58 287 | 6.19 256 | 10.71 289 | 1.85 118 | 0.51 31 | 3.23 29 | 1.42 109 | 0.01 10 | 0.08 172 | 0.01 263 | 0.24 429 | 0.14 192 | 0.63 166 |
|
| test_for_model |  | 3.26 164 | 1.18 119 | 6.09 172 | 3.37 132 | 4.60 509 | 4.64 176 | 1.29 173 | 9.39 185 | 9.57 286 | 6.19 256 | 10.71 289 | 1.85 118 | 0.51 31 | 3.23 29 | 1.42 109 | 0.01 10 | 0.08 172 | 0.01 263 | 0.24 429 | 0.14 192 | 0.63 166 |
|
| gcap-zeroshot |  | 3.14 154 | 1.18 119 | 6.27 192 | 3.32 123 | 4.60 509 | 4.50 163 | 1.28 170 | 9.47 187 | 8.43 262 | 5.88 249 | 10.06 266 | 1.79 114 | 0.45 28 | 2.98 20 | 1.37 89 | 0.00 1 | 0.08 172 | 0.01 263 | 0.26 450 | 0.15 208 | 0.69 184 |
|
| testlalala |  | 3.14 154 | 1.18 119 | 6.27 192 | 3.32 123 | 4.60 509 | 4.50 163 | 1.28 170 | 9.47 187 | 8.43 262 | 5.88 249 | 10.06 266 | 1.79 114 | 0.45 28 | 2.98 20 | 1.37 89 | 0.00 1 | 0.08 172 | 0.01 263 | 0.26 450 | 0.15 208 | 0.69 184 |
|
| CREStereo++_RVC |  | 4.83 260 | 1.16 110 | 4.67 95 | 4.71 260 | 2.02 307 | 4.01 127 | 0.11 46 | 9.48 189 | 18.00 418 | 8.87 300 | 16.74 365 | 4.43 211 | 2.15 137 | 6.09 121 | 3.39 280 | 0.07 218 | 0.00 1 | 0.00 1 | 10.51 723 | 0.05 76 | 0.12 35 |
| 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 |
| MSCF |  | 3.53 191 | 2.33 439 | 6.43 209 | 4.97 284 | 1.76 276 | 5.30 247 | 1.43 187 | 9.49 190 | 5.37 171 | 5.50 243 | 6.46 216 | 1.79 114 | 6.92 374 | 6.16 122 | 1.85 147 | 0.11 283 | 1.01 526 | 0.00 1 | 1.07 636 | 0.27 291 | 2.30 564 |
|
| GASTEREO |  | 3.69 197 | 2.44 463 | 6.32 197 | 5.26 314 | 1.76 276 | 5.46 255 | 1.44 190 | 9.55 191 | 5.71 179 | 5.61 244 | 6.96 223 | 1.61 98 | 6.99 376 | 8.15 192 | 1.89 153 | 0.10 274 | 1.01 526 | 0.00 1 | 1.07 636 | 0.17 225 | 2.30 564 |
|
| MIF-Stereo (partial) |  | 4.55 252 | 1.63 228 | 8.37 318 | 5.46 327 | 5.35 551 | 3.48 100 | 0.94 137 | 9.80 192 | 8.03 249 | 4.45 201 | 15.68 349 | 5.33 238 | 5.11 289 | 11.92 359 | 4.57 347 | 0.06 186 | 0.02 56 | 0.06 382 | 0.03 215 | 0.45 405 | 0.30 75 |
|
| GLC_STEREO |  | 3.61 194 | 1.35 167 | 3.91 51 | 6.86 463 | 0.23 11 | 4.69 185 | 1.61 229 | 9.80 192 | 7.20 222 | 5.64 245 | 9.11 254 | 5.19 232 | 2.02 131 | 10.25 281 | 3.70 296 | 0.07 218 | 0.04 94 | 0.22 522 | 0.00 1 | 0.24 264 | 0.17 48 |
|
| GCAP-BAT |  | 3.88 211 | 1.21 127 | 8.47 321 | 4.07 199 | 3.84 455 | 2.72 55 | 1.50 207 | 9.84 194 | 12.58 331 | 4.96 220 | 6.53 217 | 7.07 283 | 1.78 119 | 9.89 267 | 1.99 162 | 0.06 186 | 0.10 195 | 0.00 1 | 0.01 152 | 0.07 103 | 1.00 286 |
|
| GCAPDPT-zeroshot |  | 3.88 211 | 1.21 127 | 8.46 320 | 4.07 199 | 3.83 453 | 2.72 55 | 1.50 207 | 9.84 194 | 12.58 331 | 4.96 220 | 6.53 217 | 7.07 283 | 1.78 119 | 9.89 267 | 1.98 160 | 0.06 186 | 0.10 195 | 0.00 1 | 0.01 152 | 0.07 103 | 1.01 288 |
|
| Foundation-i1c-attn |  | 3.23 161 | 0.75 18 | 3.94 52 | 3.03 85 | 1.27 186 | 5.29 246 | 4.34 427 | 9.85 196 | 4.74 152 | 4.57 206 | 4.01 128 | 6.52 273 | 4.81 270 | 7.18 155 | 1.38 95 | 0.06 186 | 1.06 549 | 0.00 1 | 0.00 1 | 0.03 33 | 1.88 471 |
|
| GIP-stereo |  | 3.09 150 | 1.42 180 | 4.82 105 | 5.64 341 | 4.11 472 | 3.31 89 | 0.74 120 | 9.86 197 | 6.75 215 | 2.44 118 | 5.48 189 | 4.08 200 | 3.14 181 | 5.77 113 | 1.68 135 | 0.14 313 | 0.63 395 | 0.00 1 | 0.00 1 | 0.09 136 | 1.66 435 |
|
| CAS |  | 5.44 285 | 0.98 68 | 3.95 54 | 17.59 687 | 7.74 643 | 7.82 379 | 6.09 489 | 9.89 198 | 9.40 285 | 4.82 217 | 10.69 287 | 1.93 123 | 1.22 81 | 4.54 68 | 2.47 209 | 10.98 717 | 0.02 56 | 0.00 1 | 0.02 197 | 0.53 437 | 8.19 687 |
|
| GCAP-Stereo-DPT-3K |  | 3.40 174 | 1.19 125 | 6.23 187 | 3.22 108 | 4.64 515 | 4.62 174 | 1.24 163 | 9.97 199 | 10.68 307 | 6.19 256 | 11.95 312 | 1.80 117 | 0.42 27 | 3.38 32 | 1.25 70 | 0.01 10 | 0.07 160 | 0.00 1 | 0.25 444 | 0.14 192 | 0.67 175 |
|
| GSStereo |  | 2.68 117 | 1.24 137 | 4.35 73 | 4.97 284 | 1.65 254 | 4.29 141 | 1.45 192 | 9.98 200 | 5.42 173 | 3.09 155 | 2.76 92 | 1.86 120 | 2.22 140 | 3.97 52 | 1.97 157 | 0.06 186 | 1.02 536 | 0.00 1 | 0.86 615 | 0.25 268 | 2.14 542 |
|
| GS-Stereo |  | | | | | | | 1.45 192 | 9.98 200 | 5.42 173 | 3.09 155 | 2.76 92 | 1.86 120 | 2.22 140 | 3.97 52 | 1.97 157 | 0.06 186 | 1.02 536 | 0.00 1 | 0.86 615 | 0.25 268 | 2.14 542 |
|
| tt45 |  | 3.47 186 | 1.65 234 | 5.29 137 | 4.20 218 | 1.93 297 | 8.00 384 | 1.99 309 | 9.99 202 | 4.05 135 | 5.83 247 | 4.57 149 | 4.57 218 | 2.37 154 | 11.40 328 | 2.38 203 | 0.01 10 | 0.14 224 | 0.00 1 | 0.01 152 | 0.40 379 | 0.69 184 |
|
| CES |  | 4.08 225 | 1.34 166 | 3.46 22 | 3.65 156 | 11.49 689 | 5.24 240 | 0.99 142 | 10.15 203 | 9.15 281 | 3.80 181 | 9.29 260 | 1.76 109 | 0.91 61 | 6.94 140 | 2.64 226 | 0.07 218 | 0.05 116 | 0.01 263 | 0.00 1 | 1.63 583 | 9.03 694 |
|
| over-6 |  | 2.03 67 | 1.72 255 | 4.43 81 | 2.82 63 | 0.36 29 | 2.62 49 | 0.24 73 | 10.25 204 | 2.52 44 | 1.16 21 | 1.57 59 | 1.04 66 | 2.90 173 | 7.88 182 | 0.84 20 | 0.17 336 | 0.00 1 | 0.00 1 | 0.00 1 | 0.10 146 | 0.07 22 |
|
| DA |  | 4.31 242 | 1.05 82 | 5.88 158 | 5.93 378 | 1.67 257 | 16.29 541 | 1.88 296 | 10.25 204 | 8.13 253 | 4.63 209 | 7.82 239 | 6.18 261 | 4.91 277 | 4.78 79 | 3.04 255 | 0.17 336 | 1.18 585 | 0.00 1 | 0.00 1 | 0.08 120 | 2.28 561 |
|
| GGEV |  | 4.31 242 | 1.05 82 | 5.88 158 | 5.93 378 | 1.67 257 | 16.29 541 | 1.88 296 | 10.25 204 | 8.13 253 | 4.63 209 | 7.82 239 | 6.18 261 | 4.91 277 | 4.78 79 | 3.04 255 | 0.17 336 | 1.18 585 | 0.00 1 | 0.00 1 | 0.08 120 | 2.28 561 |
|
| AIO-Stereo |   | 3.32 166 | 1.49 203 | 5.67 151 | 5.06 291 | 1.51 232 | 4.67 184 | 1.71 267 | 10.31 207 | 5.90 196 | 3.02 153 | 4.90 167 | 5.32 237 | 0.80 54 | 10.66 290 | 1.88 151 | 0.06 186 | 0.85 459 | 0.00 1 | 0.70 605 | 0.14 192 | 1.78 451 |
|
| rvit_stereo_0080 |  | 4.27 240 | 2.89 500 | 9.02 338 | 4.10 203 | 1.93 297 | 4.06 128 | 7.35 534 | 10.37 208 | 8.86 274 | 5.39 238 | 7.51 233 | 6.20 264 | 4.36 233 | 7.08 147 | 4.75 353 | 0.45 469 | 0.01 21 | 0.00 1 | 0.00 1 | 0.59 464 | 0.45 123 |
|
| whm_eth |  | 4.27 240 | 2.89 500 | 9.02 338 | 4.10 203 | 1.93 297 | 4.06 128 | 7.35 534 | 10.37 208 | 8.86 274 | 5.39 238 | 7.51 233 | 6.20 264 | 4.36 233 | 7.08 147 | 4.75 353 | 0.45 469 | 0.01 21 | 0.00 1 | 0.00 1 | 0.59 464 | 0.45 123 |
|
| aanet-new-8k |  | 3.21 160 | 1.53 212 | 6.45 212 | 3.94 185 | 0.69 80 | 5.83 291 | 1.71 267 | 10.38 210 | 6.24 203 | 2.24 106 | 4.04 130 | 1.31 82 | 6.63 362 | 10.15 279 | 1.87 149 | 0.01 10 | 0.17 235 | 0.00 1 | 0.00 1 | 0.12 173 | 0.90 241 |
|
| HUF |  | 3.37 171 | 1.82 288 | 7.11 257 | 3.74 167 | 1.68 259 | 5.10 230 | 2.12 315 | 10.44 211 | 5.26 166 | 2.44 118 | 4.54 146 | 5.45 242 | 2.61 163 | 7.44 162 | 2.03 168 | 0.91 571 | 2.05 672 | 0.09 422 | 0.00 1 | 0.19 237 | 2.46 580 |
|
| sCroCo_RVC |  | 5.29 277 | 3.82 555 | 17.52 585 | 11.17 629 | 6.67 617 | 5.78 289 | 2.66 354 | 10.47 212 | 8.48 266 | 3.78 179 | 9.32 261 | 4.76 221 | 4.83 272 | 8.33 204 | 4.88 361 | 1.17 614 | 0.52 356 | 0.06 382 | 0.03 215 | 0.70 499 | 0.90 241 |
|
| Foundation-i1b |  | 3.38 172 | 0.76 21 | 4.10 59 | 2.71 48 | 1.29 191 | 5.97 299 | 4.62 439 | 10.54 213 | 4.48 146 | 5.33 236 | 3.60 111 | 7.33 293 | 5.34 300 | 7.29 158 | 1.37 89 | 0.05 146 | 1.05 546 | 0.00 1 | 0.00 1 | 0.04 62 | 1.69 439 |
|
| VMStereo-Base |   | 3.56 192 | 1.14 108 | 4.69 96 | 2.08 8 | 0.51 56 | 2.97 65 | 0.56 102 | 10.54 213 | 14.83 368 | 3.99 185 | 9.20 258 | 7.37 294 | 2.33 148 | 8.03 186 | 2.34 195 | 0.12 300 | 0.08 172 | 0.04 353 | 0.00 1 | 0.07 103 | 0.20 54 |
|
| MC-Stereo |  | 4.47 251 | 1.16 110 | 5.85 157 | 6.14 390 | 1.43 207 | 3.70 110 | 1.73 269 | 10.62 215 | 7.83 243 | 6.85 264 | 13.33 325 | 6.77 278 | 6.21 340 | 11.23 316 | 2.52 213 | 0.04 107 | 1.30 612 | 0.06 382 | 0.24 429 | 0.17 225 | 2.14 542 |
|
| DNS |  | 10.00 489 | 15.17 688 | 4.27 67 | 3.28 117 | 1.61 244 | 3.10 74 | 1.42 186 | 10.63 216 | 4.45 144 | 1.95 87 | 5.19 180 | 3.57 187 | 3.01 177 | 29.97 666 | 22.53 621 | 0.50 483 | 4.47 711 | 0.42 565 | 0.48 572 | 40.47 740 | 43.58 749 |
|
| CroCo-Stereo Lap2 |  | 4.21 236 | 2.60 482 | 9.11 343 | 10.21 596 | 6.06 596 | 1.11 7 | 0.78 124 | 10.63 216 | 8.34 259 | 3.46 171 | 5.18 179 | 8.92 325 | 5.66 316 | 6.42 131 | 4.53 346 | 0.03 86 | 0.05 116 | 0.00 1 | 0.00 1 | 0.81 525 | 0.39 104 |
|
| rvit_stereo_ft |  | 5.02 270 | 3.45 538 | 10.80 440 | 11.76 640 | 2.76 380 | 4.08 134 | 8.16 555 | 10.64 218 | 10.63 306 | 4.34 196 | 6.39 213 | 6.65 276 | 4.63 261 | 9.35 247 | 5.82 399 | 0.11 283 | 0.00 1 | 0.00 1 | 0.00 1 | 0.34 333 | 0.42 113 |
|
| Foundation-i1a |  | 3.47 186 | 0.79 26 | 4.13 61 | 3.03 85 | 1.16 160 | 5.28 243 | 3.85 408 | 10.67 219 | 4.84 155 | 6.10 251 | 3.58 109 | 7.71 303 | 5.82 324 | 7.53 167 | 1.85 147 | 0.06 186 | 1.12 570 | 0.00 1 | 0.00 1 | 0.04 62 | 1.94 489 |
|
| RSM++ |  | 3.35 170 | 1.29 152 | 5.82 154 | 5.16 305 | 1.00 139 | 4.93 218 | 2.54 347 | 10.70 220 | 5.17 165 | 3.45 170 | 4.81 158 | 6.63 275 | 1.86 127 | 10.23 280 | 2.06 172 | 0.05 146 | 0.06 145 | 0.01 263 | 0.18 383 | 0.19 237 | 0.95 268 |
|
| RSM |  | 3.39 173 | 1.22 133 | 5.46 143 | 5.06 291 | 1.60 241 | 4.70 187 | 1.76 280 | 10.72 221 | 4.92 158 | 3.67 176 | 4.52 145 | 7.70 302 | 1.74 116 | 11.04 303 | 2.06 172 | 0.05 146 | 0.18 238 | 0.00 1 | 0.35 519 | 0.19 237 | 0.92 248 |
|
| castereo |  | 4.17 233 | 1.71 247 | 4.94 114 | 4.23 228 | 1.13 156 | 6.25 322 | 6.97 522 | 10.76 222 | 16.22 389 | 3.25 164 | 7.74 237 | 3.55 186 | 7.25 382 | 5.61 108 | 2.63 224 | 0.04 107 | 0.38 311 | 0.00 1 | 0.26 450 | 0.08 120 | 0.44 120 |
|
| 999 |  | 3.74 202 | 1.55 215 | 5.72 153 | 5.15 304 | 2.42 350 | 7.40 366 | 2.13 316 | 10.76 222 | 7.33 226 | 3.20 161 | 5.04 173 | 5.01 227 | 2.26 147 | 12.45 394 | 3.06 259 | 0.06 186 | 0.24 266 | 0.00 1 | 0.00 1 | 0.37 357 | 0.66 174 |
|
| CREStereo |  | 3.75 204 | 1.21 127 | 3.79 48 | 2.66 36 | 0.66 78 | 5.52 259 | 0.39 84 | 10.77 224 | 14.18 360 | 7.14 270 | 10.54 283 | 5.25 235 | 3.54 199 | 6.27 127 | 2.88 247 | 0.04 107 | 0.01 21 | 0.03 333 | 0.01 152 | 0.05 76 | 0.05 17 |
| 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 |
| DNSM |  | 10.83 522 | 13.83 680 | 4.36 75 | 3.84 179 | 1.42 206 | 4.07 132 | 1.47 199 | 10.81 225 | 4.72 151 | 3.62 175 | 3.84 120 | 2.65 160 | 4.85 273 | 30.40 670 | 33.89 692 | 0.53 489 | 4.31 710 | 0.00 1 | 0.29 479 | 44.05 742 | 43.64 750 |
|
| trnet |  | 3.79 206 | 1.10 97 | 3.76 46 | 2.70 42 | 0.63 73 | 5.60 273 | 0.41 85 | 10.89 226 | 14.11 359 | 7.11 269 | 10.55 285 | 5.73 249 | 3.75 205 | 6.25 125 | 2.89 248 | 0.04 107 | 0.02 56 | 0.03 333 | 0.01 152 | 0.06 89 | 0.07 22 |
|
| fffy |  | 3.69 197 | 1.76 265 | 7.01 244 | 4.25 230 | 1.49 226 | 4.74 195 | 1.69 258 | 10.96 227 | 7.10 219 | 2.90 146 | 6.29 211 | 6.27 266 | 3.10 180 | 10.41 287 | 2.09 175 | 0.01 10 | 1.02 536 | 0.00 1 | 0.00 1 | 0.37 357 | 2.28 561 |
|
| LoS |  | 3.83 209 | 1.25 140 | 4.39 79 | 3.29 120 | 0.58 65 | 4.87 206 | 1.15 152 | 11.00 228 | 13.34 347 | 5.02 223 | 10.69 287 | 4.14 201 | 3.78 207 | 9.15 237 | 3.20 267 | 0.08 243 | 0.03 76 | 0.09 422 | 0.00 1 | 0.13 189 | 0.35 87 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| rvit_0105_6 |  | 6.06 331 | 3.23 525 | 15.34 555 | 10.26 597 | 1.75 274 | 5.08 227 | 5.19 456 | 11.03 229 | 20.73 453 | 6.39 259 | 7.02 225 | 10.21 349 | 7.94 397 | 11.42 330 | 3.83 306 | 0.40 449 | 0.29 286 | 0.00 1 | 0.01 152 | 0.57 454 | 0.40 110 |
|
| MoCha-V2 |  | 3.68 196 | 1.42 180 | 5.50 145 | 6.03 383 | 1.50 230 | 4.53 169 | 1.32 177 | 11.05 230 | 6.30 206 | 5.86 248 | 5.39 186 | 2.66 162 | 6.33 344 | 10.36 286 | 1.58 126 | 0.19 360 | 1.57 654 | 0.00 1 | 0.24 429 | 0.07 103 | 1.77 449 |
|
| WCG-NET(raft) |  | 4.87 263 | 1.67 239 | 6.84 239 | 3.49 146 | 0.31 13 | 4.96 222 | 1.95 305 | 11.08 231 | 15.49 378 | 8.82 298 | 11.46 303 | 9.50 337 | 4.96 281 | 11.32 323 | 3.26 273 | 0.09 257 | 1.41 636 | 0.00 1 | 0.03 215 | 0.23 257 | 0.54 145 |
|
| aanet-new-14k |  | 3.20 158 | 1.28 147 | 9.69 381 | 4.19 217 | 0.51 56 | 4.33 149 | 1.70 263 | 11.13 232 | 10.33 301 | 3.19 158 | 4.96 170 | 0.65 44 | 6.56 356 | 2.82 14 | 1.61 131 | 0.04 107 | 0.03 76 | 0.01 263 | 0.00 1 | 0.10 146 | 0.90 241 |
|
| GEAR-Net |  | 3.46 182 | 1.36 169 | 6.58 225 | 6.41 417 | 1.44 208 | 4.50 163 | 1.65 237 | 11.20 233 | 5.34 169 | 3.00 150 | 6.40 214 | 4.30 207 | 4.36 233 | 5.64 109 | 3.54 290 | 0.05 146 | 0.81 441 | 0.00 1 | 0.15 353 | 0.32 318 | 2.10 534 |
|
| IGEV++ |  | 3.49 189 | 1.67 239 | 6.59 226 | 6.41 417 | 1.44 208 | 4.50 163 | 1.66 246 | 11.20 233 | 5.34 169 | 3.01 152 | 6.40 214 | 4.30 207 | 4.36 233 | 5.66 112 | 3.53 289 | 0.05 146 | 1.20 596 | 0.00 1 | 0.15 353 | 0.32 318 | 2.10 534 |
|
| GMOStereo |  | 6.33 341 | 2.04 350 | 8.28 312 | 5.68 354 | 1.20 169 | 6.11 308 | 2.14 317 | 11.20 233 | 13.15 341 | 18.66 500 | 21.83 440 | 17.35 481 | 6.64 367 | 7.09 149 | 2.78 241 | 0.02 46 | 1.42 638 | 0.13 469 | 0.00 1 | 0.53 437 | 0.37 97 |
|
| error version |  | 6.33 341 | 2.04 350 | 8.28 312 | 5.68 354 | 1.20 169 | 6.11 308 | 2.14 317 | 11.20 233 | 13.15 341 | 18.66 500 | 21.83 440 | 17.35 481 | 6.64 367 | 7.09 149 | 2.78 241 | 0.02 46 | 1.42 638 | 0.13 469 | 0.00 1 | 0.53 437 | 0.37 97 |
|
| test-v |  | 6.33 341 | 2.04 350 | 8.28 312 | 5.68 354 | 1.20 169 | 6.11 308 | 2.14 317 | 11.20 233 | 13.15 341 | 18.66 500 | 21.83 440 | 17.35 481 | 6.64 367 | 7.09 149 | 2.78 241 | 0.02 46 | 1.42 638 | 0.13 469 | 0.00 1 | 0.53 437 | 0.37 97 |
|
| test-2 |  | 6.33 341 | 2.04 350 | 8.28 312 | 5.68 354 | 1.20 169 | 6.11 308 | 2.14 317 | 11.20 233 | 13.15 341 | 18.66 500 | 21.83 440 | 17.35 481 | 6.64 367 | 7.09 149 | 2.78 241 | 0.02 46 | 1.42 638 | 0.13 469 | 0.00 1 | 0.53 437 | 0.37 97 |
|
| CroCo-Stereo |   | 3.51 190 | 2.49 471 | 8.03 305 | 9.10 567 | 1.26 184 | 0.97 5 | 0.96 140 | 11.24 239 | 8.52 267 | 3.79 180 | 4.87 161 | 7.93 309 | 4.44 244 | 3.26 31 | 2.76 234 | 0.03 86 | 0.00 1 | 0.00 1 | 0.00 1 | 0.34 333 | 0.16 46 |
| 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 |
| WQFJX1 |  | 4.94 266 | 1.37 170 | 6.21 183 | 4.32 233 | 5.86 585 | 10.61 424 | 3.86 409 | 11.43 240 | 12.12 327 | 6.12 253 | 5.13 175 | 5.73 249 | 5.08 287 | 13.20 437 | 7.03 432 | 0.01 10 | 0.06 145 | 0.01 263 | 0.00 1 | 0.17 225 | 0.57 157 |
|
| FAST (zero-shot) |  | 3.98 220 | 1.68 243 | 9.40 365 | 10.92 624 | 11.21 687 | 4.85 204 | 2.45 340 | 11.45 241 | 5.00 160 | 2.02 93 | 3.87 122 | 1.21 77 | 2.59 162 | 8.43 206 | 1.81 143 | 0.21 371 | 2.15 678 | 0.00 1 | 0.04 236 | 0.22 256 | 0.13 39 |
|
| Selective-IGEV |  | 3.46 182 | 1.32 161 | 5.92 165 | 4.55 245 | 2.27 337 | 4.65 180 | 2.07 313 | 11.50 242 | 5.81 184 | 3.19 158 | 4.75 155 | 5.46 244 | 1.77 118 | 11.24 317 | 2.37 200 | 0.05 146 | 0.82 448 | 0.00 1 | 0.20 397 | 0.10 146 | 1.17 339 |
|
| Selective-IGEV-i32 |  | 3.46 182 | 1.32 161 | 5.92 165 | 4.55 245 | 2.25 335 | 4.64 176 | 2.07 313 | 11.51 243 | 5.80 183 | 3.20 161 | 4.75 155 | 5.45 242 | 1.78 119 | 11.24 317 | 2.37 200 | 0.05 146 | 0.82 448 | 0.00 1 | 0.20 397 | 0.10 146 | 1.17 339 |
|
| CASnet |  | 4.11 228 | 1.27 144 | 5.28 135 | 5.63 340 | 0.31 13 | 4.89 209 | 2.86 368 | 11.52 244 | 11.73 322 | 11.06 331 | 11.80 306 | 4.16 202 | 1.63 108 | 6.30 129 | 2.22 184 | 0.63 520 | 0.00 1 | 0.60 585 | 0.13 329 | 0.15 208 | 0.07 22 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| xyz-stereo-finetune2 |  | 5.88 314 | 2.14 389 | 6.76 235 | 2.96 77 | 0.36 29 | 14.90 503 | 1.85 290 | 11.54 245 | 5.89 194 | 11.35 334 | 18.02 377 | 7.27 291 | 9.34 430 | 15.17 501 | 9.04 475 | 0.06 186 | 0.02 56 | 0.08 411 | 0.15 353 | 0.28 297 | 0.32 79 |
|
| EGLCR-Stereo |  | 3.41 177 | 1.28 147 | 6.47 215 | 4.22 220 | 1.36 196 | 5.18 235 | 1.24 163 | 11.58 246 | 5.47 175 | 3.80 181 | 3.40 103 | 8.10 312 | 1.69 113 | 9.53 257 | 2.23 186 | 0.09 257 | 0.89 471 | 0.01 263 | 0.00 1 | 0.24 264 | 1.42 391 |
|
| SCV_C0 |  | 3.81 207 | 1.92 317 | 7.94 302 | 4.22 220 | 1.75 274 | 4.82 202 | 1.56 222 | 11.79 247 | 8.00 247 | 3.23 163 | 5.14 176 | 6.19 263 | 1.81 124 | 11.49 337 | 2.42 206 | 0.17 336 | 1.09 555 | 0.00 1 | 0.23 419 | 0.38 369 | 2.04 519 |
|
| NLCSM |  | 5.30 279 | 1.73 258 | 6.44 210 | 6.09 387 | 5.89 586 | 10.87 431 | 3.96 413 | 11.80 248 | 10.57 305 | 8.70 295 | 5.42 188 | 4.53 217 | 6.51 353 | 13.97 466 | 7.90 449 | 0.33 421 | 0.08 172 | 0.00 1 | 0.01 152 | 0.29 305 | 0.94 263 |
|
| GCAP-Stereo-DPT-25K |  | 2.77 123 | 1.13 105 | 5.44 142 | 3.06 90 | 2.08 311 | 3.94 122 | 1.55 221 | 11.83 249 | 6.47 209 | 2.30 110 | 5.05 174 | 2.53 151 | 3.46 194 | 2.91 18 | 1.01 42 | 0.04 107 | 0.23 259 | 0.00 1 | 0.51 580 | 0.12 173 | 1.74 447 |
|
| AnonymousM |  | 6.73 360 | 12.03 669 | 3.53 27 | 4.47 243 | 1.55 235 | 4.42 157 | 3.17 380 | 11.94 250 | 8.44 264 | 17.00 463 | 10.06 266 | 9.08 328 | 4.00 218 | 7.56 169 | 4.06 317 | 0.55 498 | 0.68 408 | 23.13 730 | 8.12 713 | 0.07 103 | 0.65 171 |
|
| rrr |  | 3.99 221 | 2.95 506 | 11.04 454 | 4.05 195 | 0.92 121 | 4.94 220 | 1.53 214 | 11.97 251 | 6.50 210 | 4.17 191 | 4.67 153 | 4.50 215 | 3.95 214 | 11.24 317 | 4.28 332 | 0.18 347 | 0.56 370 | 0.00 1 | 0.22 407 | 0.25 268 | 1.88 471 |
|
| SCV |  | 3.72 199 | 1.81 280 | 7.24 262 | 5.65 343 | 1.66 256 | 4.31 146 | 1.64 234 | 12.11 252 | 6.98 218 | 2.28 109 | 4.94 169 | 6.07 255 | 2.70 166 | 10.28 283 | 2.30 188 | 0.09 257 | 0.98 496 | 0.00 1 | 0.53 584 | 0.55 448 | 2.27 559 |
|
| DVStereo |   | 4.62 254 | 1.66 237 | 6.95 243 | 4.21 219 | 1.86 290 | 10.94 433 | 0.99 142 | 12.18 253 | 6.28 205 | 12.65 349 | 10.00 265 | 5.44 240 | 3.80 208 | 10.06 274 | 3.61 294 | 0.13 308 | 0.49 345 | 0.09 422 | 0.28 471 | 0.09 136 | 0.68 180 |
|
| test_4 |  | 5.75 300 | 1.40 177 | 6.47 215 | 7.20 493 | 0.89 117 | 5.81 290 | 1.82 286 | 12.26 254 | 6.62 214 | 12.85 362 | 30.51 550 | 7.61 300 | 3.81 209 | 12.70 408 | 3.47 284 | 0.02 46 | 0.27 277 | 0.03 333 | 0.17 369 | 0.39 374 | 0.67 175 |
|
| Weightmod |  | 5.17 276 | 2.31 436 | 6.23 187 | 3.37 132 | 3.35 422 | 10.91 432 | 1.70 263 | 12.43 255 | 10.24 299 | 8.53 291 | 10.63 286 | 9.35 332 | 6.37 348 | 10.26 282 | 4.06 317 | 1.40 623 | 0.29 286 | 0.06 382 | 0.03 215 | 0.66 491 | 1.29 363 |
|
| DN |  | 4.32 244 | 1.32 161 | 5.99 169 | 5.19 306 | 4.22 479 | 6.44 336 | 0.70 115 | 12.53 256 | 11.81 324 | 4.39 197 | 6.17 210 | 9.92 345 | 2.23 144 | 7.88 182 | 2.94 249 | 0.30 413 | 0.88 466 | 0.32 555 | 0.32 500 | 0.33 326 | 2.47 583 |
|
| CRE-IMP |  | 5.83 308 | 1.86 296 | 11.10 456 | 6.20 396 | 0.51 56 | 6.86 352 | 1.64 234 | 12.56 257 | 9.01 277 | 13.16 370 | 16.11 356 | 10.94 359 | 6.14 339 | 12.81 411 | 6.46 424 | 0.50 483 | 0.07 160 | 0.10 435 | 0.00 1 | 0.27 291 | 0.27 66 |
|
| H2IRNET |  | 6.11 334 | 1.63 228 | 7.52 280 | 4.69 257 | 2.30 341 | 4.07 132 | 0.71 116 | 12.58 258 | 13.88 353 | 7.18 272 | 20.80 427 | 15.50 449 | 10.48 448 | 10.72 294 | 8.26 457 | 0.19 360 | 0.00 1 | 0.07 403 | 0.52 583 | 0.52 435 | 0.55 147 |
|
| WQFJX |  | 4.98 269 | 1.47 193 | 5.90 162 | 3.54 150 | 5.81 580 | 13.76 483 | 1.87 294 | 12.60 259 | 10.77 308 | 6.11 252 | 5.62 199 | 5.65 247 | 5.86 327 | 12.29 381 | 6.99 431 | 0.04 107 | 0.10 195 | 0.00 1 | 0.00 1 | 0.14 192 | 1.15 332 |
|
| PMTNet |  | 5.52 288 | 1.11 99 | 4.24 65 | 2.49 22 | 1.38 202 | 8.75 393 | 0.67 110 | 12.64 260 | 12.84 336 | 8.66 294 | 11.27 300 | 6.00 254 | 4.70 268 | 9.91 269 | 3.02 254 | 22.39 733 | 0.01 21 | 0.04 353 | 0.02 197 | 0.06 89 | 0.23 57 |
|
| DeepStereo_RVC |  | 5.95 321 | 1.88 302 | 10.44 426 | 5.76 365 | 0.60 66 | 5.45 254 | 1.78 282 | 12.93 261 | 8.02 248 | 14.07 393 | 14.98 343 | 12.40 388 | 10.05 442 | 12.02 362 | 7.35 438 | 0.61 514 | 0.10 195 | 0.12 461 | 0.00 1 | 0.21 247 | 0.29 72 |
|
| Anonymus123 |  | 4.12 229 | 1.93 319 | 17.91 592 | 3.28 117 | 1.17 162 | 14.06 490 | 3.40 394 | 12.95 262 | 6.10 199 | 2.94 147 | 1.98 67 | 2.53 151 | 0.78 50 | 8.18 196 | 3.81 304 | 0.06 186 | 0.11 205 | 0.04 353 | 0.13 329 | 0.09 136 | 1.02 297 |
|
| Lsterematch |  | 6.83 364 | 2.17 400 | 7.77 292 | 4.11 205 | 0.72 82 | 8.20 388 | 1.49 205 | 12.99 263 | 18.49 431 | 16.96 462 | 25.24 484 | 9.52 338 | 5.23 295 | 13.01 421 | 9.36 489 | 0.06 186 | 0.04 94 | 0.00 1 | 0.00 1 | 0.32 318 | 0.95 268 |
|
| GMStereo |   | 6.44 345 | 4.92 583 | 12.13 492 | 5.60 336 | 0.87 115 | 9.18 402 | 2.57 351 | 12.99 263 | 25.54 518 | 12.85 362 | 11.84 307 | 5.60 245 | 3.62 201 | 11.92 359 | 6.44 423 | 0.53 489 | 0.02 56 | 0.05 365 | 0.36 526 | 0.98 545 | 0.70 190 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| FSD |  | | | | | 6.22 602 | 8.24 389 | 12.03 622 | 13.05 265 | 8.40 261 | 8.19 285 | 7.55 235 | 10.42 352 | 7.18 380 | 11.33 325 | 9.08 476 | 5.65 688 | 3.82 705 | 5.53 685 | 4.12 688 | 5.22 660 | |
|
| AE-Stereo |  | 5.68 294 | 1.78 270 | 9.22 357 | 9.25 571 | 2.52 357 | 10.13 410 | 2.92 371 | 13.10 266 | 14.88 370 | 4.88 219 | 13.10 323 | 10.72 356 | 4.43 241 | 9.24 241 | 3.37 278 | 0.10 274 | 1.31 617 | 0.06 382 | 0.32 500 | 0.21 247 | 2.03 517 |
|
| RT-Monster |  | 5.39 280 | 1.31 160 | 5.51 146 | 3.93 184 | 4.29 484 | 5.15 232 | 0.80 126 | 13.13 267 | 20.24 450 | 14.19 396 | 13.71 330 | 9.73 341 | 3.24 186 | 8.13 191 | 2.61 221 | 0.06 186 | 0.27 277 | 0.00 1 | 0.00 1 | 0.05 76 | 1.44 395 |
|
| NLMM1 |  | 5.47 286 | 1.61 221 | 7.10 253 | 4.06 198 | 5.50 560 | 12.13 454 | 3.20 382 | 13.17 268 | 16.77 405 | 7.43 282 | 8.61 246 | 5.16 231 | 4.51 249 | 12.35 388 | 6.39 421 | 0.02 46 | 0.12 214 | 0.00 1 | 0.00 1 | 0.12 173 | 1.10 318 |
|
| DispViT+ |  | 2.53 98 | 0.81 33 | 3.69 44 | 1.65 5 | 5.13 540 | 2.71 53 | 0.09 37 | 13.20 269 | 6.78 216 | 1.73 70 | 1.08 41 | 0.72 50 | 1.05 71 | 9.42 253 | 1.60 130 | 0.74 538 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 33 | 0.06 20 |
|
| WQFJA1 |  | 4.85 262 | 1.42 180 | 5.91 163 | 3.70 162 | 5.90 587 | 13.00 470 | 1.54 216 | 13.22 270 | 10.90 311 | 5.24 232 | 5.65 200 | 6.12 256 | 4.94 279 | 10.31 284 | 7.77 446 | 0.08 243 | 0.07 160 | 0.00 1 | 0.00 1 | 0.10 146 | 1.15 332 |
|
| NLMM |  | 4.84 261 | 1.42 180 | 5.91 163 | 3.70 162 | 5.90 587 | 12.99 469 | 1.54 216 | 13.23 271 | 10.88 310 | 5.24 232 | 5.65 200 | 6.12 256 | 4.95 280 | 10.13 277 | 7.77 446 | 0.08 243 | 0.07 160 | 0.00 1 | 0.00 1 | 0.10 146 | 1.15 332 |
|
| test_xeample3 |  | 4.08 225 | 2.95 506 | 11.20 458 | 4.05 195 | 1.05 145 | 5.62 275 | 1.58 223 | 13.23 271 | 4.76 153 | 7.10 268 | 3.83 119 | 3.18 173 | 3.30 188 | 11.75 348 | 4.42 340 | 0.08 243 | 0.74 421 | 0.00 1 | 0.38 541 | 0.26 282 | 2.04 519 |
|
| PSM-adaLoss |  | 5.83 308 | 1.97 325 | 10.44 426 | 5.66 346 | 0.46 46 | 5.54 266 | 1.91 302 | 13.24 273 | 7.80 239 | 12.69 353 | 18.19 386 | 12.80 397 | 6.65 371 | 11.89 357 | 5.45 381 | 1.02 593 | 0.09 183 | 0.10 435 | 0.00 1 | 0.26 282 | 0.36 93 |
|
| ROB_FTStereo_v2 |  | 5.85 310 | 1.97 325 | 10.38 418 | 5.66 346 | 0.46 46 | 5.52 259 | 1.95 305 | 13.24 273 | 7.78 234 | 12.68 352 | 18.16 382 | 12.83 398 | 6.61 360 | 12.27 378 | 5.63 389 | 1.00 589 | 0.09 183 | 0.10 435 | 0.00 1 | 0.26 282 | 0.36 93 |
|
| Patchmatch Stereo++ |  | 5.88 314 | 1.97 325 | 10.43 424 | 5.66 346 | 0.45 40 | 5.54 266 | 2.32 332 | 13.26 275 | 7.79 235 | 12.69 353 | 18.14 380 | 12.86 401 | 6.63 362 | 12.36 389 | 5.60 386 | 1.09 602 | 0.09 183 | 0.10 435 | 0.00 1 | 0.25 268 | 0.35 87 |
| Wenjia Ren, Qingmin Liao, Zhijing Shao, Xiangru Lin, Xin Yue, Yu Zhang, Zongqing Lu: Patchmatch Stereo++: Patchmatch Binocular Stereo with Continuous Disparity Optimization. ACM MM 2023 |
| iRAFT |  | 5.88 314 | 1.97 325 | 10.43 424 | 5.66 346 | 0.45 40 | 5.54 266 | 2.32 332 | 13.26 275 | 7.79 235 | 12.69 353 | 18.14 380 | 12.86 401 | 6.63 362 | 12.36 389 | 5.60 386 | 1.09 602 | 0.09 183 | 0.10 435 | 0.00 1 | 0.25 268 | 0.35 87 |
|
| ROB_FTStereo |  | 5.82 306 | 1.97 325 | 10.37 417 | 5.67 353 | 0.46 46 | 5.52 259 | 1.63 232 | 13.27 277 | 7.79 235 | 12.69 353 | 18.06 379 | 12.86 401 | 6.63 362 | 12.28 380 | 5.43 378 | 0.87 566 | 0.09 183 | 0.10 435 | 0.00 1 | 0.26 282 | 0.36 93 |
|
| RAFT-IKP |  | 5.85 310 | 1.97 325 | 10.36 415 | 5.66 346 | 0.45 40 | 5.33 249 | 2.01 311 | 13.27 277 | 7.79 235 | 12.69 353 | 18.19 386 | 12.77 396 | 6.67 372 | 12.36 389 | 5.60 386 | 1.11 605 | 0.09 183 | 0.10 435 | 0.00 1 | 0.25 268 | 0.35 87 |
|
| HUI-Stereo |  | 5.80 304 | 1.98 332 | 10.42 422 | 5.66 346 | 0.45 40 | 5.52 259 | 2.68 357 | 13.29 279 | 7.82 241 | 12.71 359 | 18.16 382 | 12.91 406 | 6.60 358 | 10.73 295 | 5.36 375 | 0.89 567 | 0.08 172 | 0.10 435 | 0.00 1 | 0.25 268 | 0.36 93 |
|
| GCAP-Stereo |  | 4.26 239 | 2.26 422 | 8.78 328 | 5.09 296 | 1.45 210 | 5.66 276 | 1.08 147 | 13.30 280 | 8.20 256 | 8.93 303 | 10.09 273 | 6.61 274 | 3.52 196 | 5.14 95 | 3.20 267 | 0.02 46 | 1.13 572 | 0.06 382 | 0.00 1 | 0.32 318 | 0.39 104 |
|
| HART |  | 4.24 237 | 2.13 385 | 6.15 180 | 5.53 329 | 1.40 204 | 4.32 148 | 0.74 120 | 13.35 281 | 5.92 197 | 6.13 254 | 12.75 319 | 6.81 279 | 1.70 114 | 11.14 314 | 2.42 206 | 0.03 86 | 1.48 647 | 0.10 435 | 0.00 1 | 0.55 448 | 2.26 556 |
|
| iGMRVC |  | 5.86 313 | 1.97 325 | 10.41 421 | 5.66 346 | 0.45 40 | 5.53 263 | 1.75 276 | 13.35 281 | 7.81 240 | 12.69 353 | 18.17 384 | 12.86 401 | 6.53 354 | 12.34 386 | 5.77 395 | 1.13 608 | 0.09 183 | 0.10 435 | 0.00 1 | 0.26 282 | 0.34 85 |
|
| Foundation-i1 |  | 4.02 223 | 0.77 24 | 3.58 34 | 3.90 183 | 3.92 457 | 6.13 314 | 4.35 428 | 13.36 283 | 6.24 203 | 6.62 262 | 6.36 212 | 8.41 316 | 4.76 269 | 6.99 144 | 2.10 177 | 0.04 107 | 1.09 555 | 0.00 1 | 0.01 152 | 0.03 33 | 1.65 432 |
|
| RAFT-RH_RVC |  | 7.88 419 | 1.51 210 | 7.72 289 | 5.41 325 | 0.96 134 | 11.41 442 | 1.48 204 | 13.43 284 | 15.04 371 | 17.54 476 | 45.66 687 | 10.86 358 | 6.42 351 | 13.48 447 | 5.26 373 | 0.81 554 | 0.04 94 | 0.12 461 | 0.13 329 | 0.12 173 | 0.17 48 |
|
| water-stereo |  | 4.05 224 | 1.16 110 | 6.14 179 | 3.96 187 | 0.83 109 | 5.09 229 | 1.09 148 | 13.45 285 | 5.71 179 | 6.59 261 | 14.69 338 | 7.49 296 | 5.81 322 | 3.80 46 | 3.51 286 | 0.38 443 | 0.18 238 | 0.10 435 | 0.05 255 | 0.07 103 | 0.90 241 |
|
| SE |  | 5.04 272 | 2.29 426 | 6.85 241 | 5.08 294 | 1.17 162 | 9.80 404 | 4.72 445 | 13.51 286 | 11.32 315 | 10.57 320 | 12.76 320 | 4.87 225 | 5.86 327 | 4.54 68 | 2.18 182 | 2.94 658 | 0.07 160 | 0.27 535 | 0.42 558 | 0.45 405 | 1.12 329 |
|
| xyz-stereo-finetune |  | 5.68 294 | 2.00 338 | 6.56 224 | 3.16 101 | 0.33 19 | 11.80 447 | 3.99 416 | 13.58 287 | 21.58 464 | 8.92 302 | 12.57 317 | 6.12 256 | 3.72 204 | 12.06 364 | 6.59 427 | 0.07 218 | 0.02 56 | 0.00 1 | 0.02 197 | 0.19 237 | 0.25 62 |
|
| MSKI-zero shot |  | 5.11 274 | 1.81 280 | 6.47 215 | 6.17 393 | 1.78 280 | 6.42 335 | 1.50 207 | 13.59 288 | 8.66 270 | 10.63 322 | 11.58 304 | 13.29 415 | 2.35 150 | 12.34 386 | 3.09 262 | 0.05 146 | 1.21 602 | 0.02 308 | 0.29 479 | 0.15 208 | 0.85 223 |
|
| test-3 |  | 5.64 293 | 1.29 152 | 9.52 374 | 4.88 273 | 1.45 210 | 6.53 341 | 2.92 371 | 13.64 289 | 19.04 438 | 12.75 360 | 8.67 247 | 13.01 408 | 4.10 223 | 9.39 251 | 2.58 216 | 0.01 10 | 1.09 555 | 0.00 1 | 0.37 531 | 0.28 297 | 1.25 355 |
|
| test-1 |  | 6.03 330 | 1.76 265 | 15.61 558 | 8.01 534 | 1.98 305 | 7.82 379 | 1.16 155 | 13.64 289 | 13.60 351 | 9.69 311 | 15.16 346 | 11.55 367 | 5.45 305 | 7.78 174 | 4.35 336 | 0.16 329 | 1.18 585 | 0.00 1 | 0.13 329 | 0.16 217 | 1.39 382 |
|
| test_1 |  | 5.63 292 | 1.29 152 | 9.52 374 | 4.90 280 | 1.45 210 | 6.51 340 | 2.93 373 | 13.65 291 | 19.05 439 | 12.58 348 | 8.67 247 | 13.02 409 | 4.07 221 | 9.39 251 | 2.58 216 | 0.01 10 | 1.09 555 | 0.00 1 | 0.38 541 | 0.28 297 | 1.26 357 |
|
| TestStereo_HL2 |  | 5.71 298 | 2.13 385 | 7.35 274 | 3.79 172 | 2.05 309 | 5.75 286 | 1.99 309 | 13.66 292 | 14.02 357 | 11.79 338 | 20.13 412 | 7.30 292 | 5.48 307 | 12.45 394 | 5.65 390 | 0.19 360 | 0.09 183 | 0.00 1 | 0.01 152 | 0.17 225 | 0.28 68 |
|
| RAFT-345 |  | 6.94 372 | 1.48 197 | 7.45 276 | 5.65 343 | 0.96 134 | 5.49 257 | 3.20 382 | 13.73 293 | 10.97 313 | 13.81 389 | 42.93 671 | 9.01 327 | 5.31 298 | 13.09 433 | 4.73 352 | 0.58 502 | 0.05 116 | 0.10 435 | 0.06 269 | 0.08 120 | 0.08 26 |
|
| 4D-IteraStereo |  | 5.47 286 | 2.05 356 | 8.66 324 | 5.34 319 | 4.93 526 | 6.11 308 | 1.79 283 | 13.74 294 | 16.35 396 | 14.53 399 | 11.10 298 | 8.22 313 | 1.59 105 | 8.73 212 | 3.37 278 | 0.00 1 | 0.49 345 | 0.09 422 | 0.02 197 | 0.25 268 | 1.98 495 |
|
| DisPM |  | 6.68 358 | 1.58 220 | 9.90 390 | 7.19 492 | 1.12 154 | 5.71 279 | 3.69 403 | 13.74 294 | 12.42 329 | 16.60 447 | 23.63 467 | 12.64 393 | 6.39 349 | 13.31 445 | 4.08 320 | 0.77 545 | 0.01 21 | 0.08 411 | 0.15 353 | 0.14 192 | 0.53 143 |
|
| ProNet |  | 4.14 230 | 2.35 448 | 7.50 279 | 4.22 220 | 1.47 215 | 5.67 278 | 6.24 493 | 13.78 296 | 7.71 233 | 3.38 168 | 4.93 168 | 3.72 190 | 3.52 196 | 11.52 342 | 2.72 230 | 0.08 243 | 1.32 618 | 0.01 263 | 0.26 450 | 0.47 415 | 2.02 513 |
|
| GGDA |   | 5.40 281 | 2.03 347 | 7.08 250 | 3.82 175 | 1.46 214 | 5.60 273 | 1.69 258 | 13.83 297 | 14.46 363 | 10.64 323 | 16.25 359 | 7.19 286 | 5.29 297 | 12.09 368 | 5.44 380 | 0.22 378 | 0.10 195 | 0.01 263 | 0.01 152 | 0.20 244 | 0.50 138 |
|
| quiztm |  | 4.63 255 | 2.15 391 | 6.38 202 | 5.29 315 | 5.50 560 | 4.50 163 | 2.74 363 | 13.95 298 | 9.59 288 | 8.64 293 | 11.41 302 | 6.66 277 | 2.53 160 | 7.58 170 | 3.04 255 | 1.01 591 | 0.17 235 | 0.00 1 | 0.18 383 | 0.46 412 | 0.86 226 |
|
| EE1 |  | 4.36 245 | 1.16 110 | 6.81 238 | 4.40 238 | 2.79 383 | 4.82 202 | 1.79 283 | 14.03 299 | 7.14 220 | 6.56 260 | 6.54 219 | 8.63 321 | 5.33 299 | 11.04 303 | 2.33 191 | 0.04 107 | 1.23 607 | 0.01 263 | 0.07 282 | 0.41 383 | 1.98 495 |
|
| S0 |  | 6.47 350 | 1.94 321 | 7.20 260 | 5.20 309 | 3.43 430 | 18.99 585 | 13.34 636 | 14.21 300 | 7.82 241 | 11.96 339 | 13.34 326 | 8.45 319 | 5.81 322 | 9.25 242 | 3.04 255 | 2.42 650 | 0.29 286 | 0.15 482 | 0.22 407 | 0.51 432 | 1.84 461 |
|
| DEmStereo |  | 9.07 461 | 1.70 246 | 10.89 445 | 4.86 270 | 1.23 175 | 11.51 443 | 5.70 473 | 14.24 301 | 27.02 534 | 22.33 576 | 32.56 587 | 11.70 371 | 15.04 546 | 11.83 353 | 8.53 465 | 0.31 414 | 0.16 231 | 0.02 308 | 0.09 302 | 0.11 164 | 1.47 403 |
|
| test_3 |  | 5.97 322 | 1.26 141 | 9.95 392 | 6.84 461 | 1.45 210 | 8.73 392 | 3.18 381 | 14.26 302 | 19.86 444 | 12.22 342 | 8.91 250 | 13.78 422 | 3.99 216 | 9.38 250 | 2.58 216 | 0.01 10 | 1.10 563 | 0.00 1 | 0.37 531 | 0.30 311 | 1.20 347 |
|
| TestStereo_HL3 |  | 7.26 388 | 1.61 221 | 11.64 474 | 4.14 207 | 2.10 314 | 11.84 448 | 5.81 480 | 14.32 303 | 8.93 276 | 13.77 387 | 33.87 605 | 12.38 387 | 9.80 439 | 11.51 341 | 2.94 249 | 0.15 324 | 0.05 116 | 0.02 308 | 0.01 152 | 0.11 164 | 0.27 66 |
|
| MM-Stereo_test1 |  | 5.41 282 | 1.55 215 | 6.52 221 | 5.96 380 | 1.09 152 | 4.88 207 | 6.82 516 | 14.32 303 | 12.83 335 | 13.28 373 | 10.54 283 | 5.88 253 | 6.54 355 | 11.72 346 | 2.75 232 | 0.18 347 | 1.13 572 | 0.00 1 | 0.02 197 | 0.48 417 | 1.73 443 |
|
| NLSM3 |  | 3.45 181 | 1.17 118 | 4.52 88 | 3.64 155 | 3.99 463 | 3.16 78 | 0.54 101 | 14.33 305 | 9.76 291 | 3.70 178 | 7.08 228 | 1.78 111 | 3.88 213 | 7.50 163 | 3.21 269 | 0.02 46 | 0.00 1 | 0.06 382 | 0.01 152 | 0.04 62 | 0.59 162 |
|
| ff7 |  | 3.92 214 | 2.12 378 | 7.30 266 | 4.22 220 | 1.47 215 | 4.90 211 | 1.65 237 | 14.40 306 | 5.82 185 | 5.08 228 | 5.59 194 | 3.45 179 | 4.61 256 | 11.48 333 | 2.76 234 | 0.04 107 | 0.98 496 | 0.00 1 | 0.17 369 | 0.35 339 | 1.98 495 |
|
| IGEVStereo-DCA |  | 3.90 213 | 2.95 506 | 7.30 266 | 4.05 195 | 0.92 121 | 4.94 220 | 1.65 237 | 14.40 306 | 5.82 185 | 4.17 191 | 4.67 153 | 4.50 215 | 3.95 214 | 11.24 317 | 4.28 332 | 0.18 347 | 0.56 370 | 0.00 1 | 0.17 369 | 0.25 268 | 1.98 495 |
|
| ffff |  | 3.92 214 | 2.12 378 | 7.30 266 | 4.22 220 | 1.47 215 | 4.90 211 | 1.65 237 | 14.40 306 | 5.82 185 | 5.08 228 | 5.59 194 | 3.45 179 | 4.61 256 | 11.48 333 | 2.76 234 | 0.04 107 | 0.98 496 | 0.00 1 | 0.17 369 | 0.35 339 | 1.98 495 |
|
| 11t |  | 3.92 214 | 2.12 378 | 7.30 266 | 4.22 220 | 1.47 215 | 4.90 211 | 1.65 237 | 14.40 306 | 5.82 185 | 5.08 228 | 5.59 194 | 3.45 179 | 4.61 256 | 11.48 333 | 2.76 234 | 0.04 107 | 0.98 496 | 0.00 1 | 0.17 369 | 0.35 339 | 1.98 495 |
|
| ccc-4 |  | 3.92 214 | 2.12 378 | 7.30 266 | 4.22 220 | 1.47 215 | 4.90 211 | 1.65 237 | 14.40 306 | 5.82 185 | 5.08 228 | 5.59 194 | 3.45 179 | 4.61 256 | 11.48 333 | 2.76 234 | 0.04 107 | 0.98 496 | 0.00 1 | 0.17 369 | 0.35 339 | 1.98 495 |
|
| Pruner-Stereo |  | 6.85 365 | 1.81 280 | 10.24 409 | 6.92 469 | 0.92 121 | 5.55 269 | 4.01 417 | 14.42 311 | 11.85 325 | 18.22 496 | 21.92 447 | 15.64 453 | 5.69 318 | 12.10 370 | 6.08 403 | 0.84 559 | 0.02 56 | 0.18 500 | 0.10 311 | 0.11 164 | 0.38 102 |
|
| PFNet+ |  | 6.92 371 | 1.64 233 | 10.96 449 | 6.27 403 | 0.90 119 | 5.66 276 | 1.68 248 | 14.43 312 | 16.02 387 | 18.13 494 | 21.24 429 | 14.33 428 | 5.97 330 | 13.13 434 | 5.51 384 | 0.90 569 | 0.20 246 | 0.11 456 | 0.30 491 | 0.08 120 | 0.94 263 |
|
| FE-Mocha |  | 4.97 268 | 2.28 424 | 10.93 448 | 5.13 303 | 2.55 362 | 4.77 197 | 0.79 125 | 14.50 313 | 5.84 192 | 13.74 386 | 11.07 297 | 12.61 392 | 3.39 190 | 6.44 132 | 2.76 234 | 0.10 274 | 1.00 520 | 0.15 482 | 0.39 553 | 0.14 192 | 0.93 255 |
|
| rvit_0105_4 |  | 7.09 381 | 3.33 532 | 16.60 574 | 10.68 613 | 1.59 239 | 5.89 294 | 6.84 518 | 14.50 313 | 23.99 496 | 7.31 277 | 9.49 262 | 13.18 411 | 9.62 436 | 12.33 384 | 4.32 334 | 0.39 445 | 0.46 337 | 0.00 1 | 0.02 197 | 0.67 494 | 0.68 180 |
|
| rafts_anoy |  | 6.46 348 | 2.37 451 | 7.09 252 | 7.48 507 | 6.02 593 | 5.31 248 | 2.45 340 | 14.50 313 | 22.01 470 | 12.94 366 | 16.18 358 | 8.48 320 | 5.53 312 | 9.70 262 | 6.32 417 | 0.05 146 | 1.66 657 | 0.10 435 | 0.05 255 | 0.30 311 | 0.69 184 |
|
| TestStereo |  | 6.45 347 | 3.34 534 | 8.02 304 | 6.23 398 | 1.68 259 | 6.33 326 | 2.48 343 | 14.54 316 | 16.71 404 | 11.71 336 | 24.13 472 | 9.38 333 | 7.13 378 | 11.83 353 | 4.32 334 | 0.12 300 | 0.01 21 | 0.00 1 | 0.00 1 | 0.73 506 | 0.33 82 |
|
| Weightmod_eth |  | 5.29 277 | 2.07 363 | 6.23 187 | 4.72 262 | 5.10 536 | 9.09 400 | 2.67 355 | 14.59 317 | 7.41 227 | 8.19 285 | 8.88 249 | 9.15 329 | 8.39 407 | 10.08 275 | 2.03 168 | 5.15 686 | 0.37 308 | 0.00 1 | 0.00 1 | 0.60 470 | 1.15 332 |
|
| Former-RAFT_DAM_RVC |  | 4.91 265 | 3.05 518 | 9.51 372 | 4.55 245 | 3.59 436 | 9.01 399 | 1.46 197 | 14.59 317 | 19.31 441 | 7.65 283 | 7.22 229 | 2.04 132 | 2.21 138 | 10.13 277 | 2.51 211 | 0.12 300 | 0.03 76 | 0.08 411 | 0.00 1 | 0.62 476 | 0.50 138 |
|
| Hybrid-DGEV-03 |  | 7.24 387 | 2.18 403 | 6.74 233 | 6.57 431 | 1.24 179 | 11.30 437 | 2.51 345 | 14.66 319 | 14.85 369 | 16.91 457 | 29.69 538 | 13.87 423 | 5.80 320 | 11.32 323 | 4.52 344 | 0.03 86 | 0.49 345 | 0.13 469 | 0.00 1 | 0.41 383 | 1.63 429 |
|
| RALCasStereoNet |  | 6.53 355 | 2.84 498 | 8.12 308 | 7.88 529 | 6.12 599 | 6.85 351 | 5.29 463 | 14.66 319 | 13.94 354 | 10.20 313 | 18.18 385 | 10.24 350 | 3.83 211 | 12.33 384 | 5.56 385 | 0.04 107 | 1.88 666 | 0.11 456 | 0.01 152 | 0.26 282 | 2.24 555 |
|
| anonymousdsp |  | 3.97 218 | 2.10 370 | 6.76 235 | 4.43 241 | 1.82 285 | 4.92 216 | 1.68 248 | 14.84 321 | 5.82 185 | 5.26 235 | 5.54 192 | 4.20 203 | 4.37 238 | 11.54 343 | 2.68 227 | 0.04 107 | 0.87 463 | 0.00 1 | 0.18 383 | 0.36 351 | 1.98 495 |
|
| Selective-RAFT |  | 6.10 333 | 1.16 110 | 10.90 447 | 7.41 500 | 0.91 120 | 15.22 515 | 1.11 150 | 14.84 321 | 16.23 390 | 7.19 273 | 7.06 226 | 11.49 364 | 8.10 400 | 12.83 413 | 5.19 370 | 0.26 398 | 0.97 491 | 0.00 1 | 0.46 565 | 0.10 146 | 0.65 171 |
|
| IGEV-Stereo |   | 3.97 218 | 2.10 370 | 6.78 237 | 4.43 241 | 1.81 282 | 4.92 216 | 1.68 248 | 14.84 321 | 5.82 185 | 5.25 234 | 5.54 192 | 4.22 205 | 4.36 233 | 11.55 344 | 2.68 227 | 0.04 107 | 0.88 466 | 0.00 1 | 0.18 383 | 0.36 351 | 1.98 495 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| xyz-stereo |  | 13.76 593 | 1.43 188 | 40.88 687 | 3.14 99 | 0.83 109 | 42.24 712 | 4.68 444 | 14.87 324 | 26.49 528 | 23.70 591 | 37.20 631 | 30.36 620 | 19.90 618 | 18.77 572 | 9.23 482 | 0.28 405 | 0.03 76 | 0.64 590 | 0.03 215 | 0.20 244 | 0.32 79 |
|
| NLSM1 |  | 5.13 275 | 1.43 188 | 6.34 201 | 4.67 256 | 5.73 573 | 13.35 478 | 1.37 179 | 15.17 325 | 10.96 312 | 5.43 241 | 10.97 296 | 4.39 209 | 4.65 263 | 11.31 322 | 5.75 393 | 0.01 10 | 0.05 116 | 0.01 263 | 0.00 1 | 0.11 164 | 0.92 248 |
|
| MM-Stereo_test2 |  | 4.38 247 | 1.62 224 | 7.85 297 | 5.85 374 | 1.12 154 | 7.07 357 | 2.18 321 | 15.22 326 | 8.69 271 | 7.23 276 | 5.26 185 | 4.83 223 | 3.75 205 | 10.87 298 | 2.40 205 | 0.03 86 | 1.04 545 | 0.00 1 | 0.14 343 | 0.41 383 | 2.02 513 |
|
| knoymous |  | 6.46 348 | 1.84 292 | 5.13 130 | 4.31 232 | 1.88 291 | 6.36 330 | 5.55 470 | 15.25 327 | 14.48 364 | 13.85 390 | 21.25 430 | 12.66 395 | 6.63 362 | 13.20 437 | 5.11 366 | 0.19 360 | 0.13 216 | 0.12 461 | 0.00 1 | 0.71 503 | 0.57 157 |
|
| SST-Stereo |  | 6.85 365 | 1.67 239 | 9.39 364 | 7.24 495 | 0.82 106 | 5.89 294 | 1.87 294 | 15.34 328 | 9.89 293 | 19.25 519 | 20.26 414 | 16.63 469 | 8.40 408 | 13.81 463 | 5.75 393 | 0.40 449 | 0.05 116 | 0.13 469 | 0.00 1 | 0.10 146 | 0.08 26 |
|
| NRIStereo |  | 5.98 325 | 1.91 314 | 9.60 377 | 6.29 408 | 0.45 40 | 6.56 343 | 2.52 346 | 15.37 329 | 11.43 318 | 12.55 347 | 15.07 345 | 11.45 363 | 6.11 337 | 12.32 383 | 6.23 411 | 0.83 557 | 0.16 231 | 0.11 456 | 0.00 1 | 0.32 318 | 0.33 82 |
|
| RAFT_CTSACE |  | 8.55 439 | 2.62 487 | 9.63 378 | 7.41 500 | 5.06 534 | 5.76 287 | 2.54 347 | 15.38 330 | 17.84 415 | 24.33 599 | 34.69 617 | 16.37 464 | 7.22 381 | 18.05 562 | 2.63 224 | 0.01 10 | 0.56 370 | 0.00 1 | 0.03 215 | 0.42 392 | 0.41 111 |
|
| TestStereo-Hl |   | 5.98 325 | 2.12 378 | 7.49 277 | 3.63 153 | 1.23 175 | 6.25 322 | 4.49 433 | 15.40 331 | 14.26 361 | 10.98 330 | 16.90 367 | 9.28 330 | 8.55 413 | 13.26 442 | 4.36 337 | 0.36 433 | 0.29 286 | 0.01 263 | 0.01 152 | 0.25 268 | 0.56 150 |
|
| RAFT_R40 |  | 7.14 386 | 1.73 258 | 9.36 363 | 7.36 499 | 0.82 106 | 5.74 284 | 3.69 403 | 15.47 332 | 15.09 372 | 18.24 497 | 19.87 407 | 16.82 470 | 8.50 411 | 13.72 460 | 5.81 398 | 0.28 405 | 0.02 56 | 0.14 477 | 0.00 1 | 0.11 164 | 0.09 28 |
|
| LL-Strereo2 |  | 5.97 322 | 2.88 499 | 10.62 432 | 6.59 433 | 3.38 426 | 6.31 325 | 2.20 323 | 15.61 333 | 8.46 265 | 11.33 333 | 10.75 292 | 15.69 454 | 3.45 192 | 13.58 454 | 4.65 349 | 0.16 329 | 0.48 342 | 1.33 641 | 0.13 329 | 0.36 351 | 1.42 391 |
|
| IGEV-FE |  | 5.90 317 | 2.30 431 | 15.24 550 | 6.91 467 | 2.11 318 | 4.35 152 | 1.51 210 | 15.68 334 | 8.52 267 | 13.72 384 | 11.87 308 | 11.49 364 | 3.84 212 | 11.42 330 | 4.77 356 | 0.10 274 | 0.84 452 | 0.15 482 | 0.25 444 | 0.87 535 | 1.98 495 |
|
| IGEV_Zeroshot_test |  | 5.90 317 | 2.30 431 | 15.24 550 | 6.90 466 | 2.11 318 | 4.35 152 | 1.51 210 | 15.68 334 | 8.52 267 | 13.73 385 | 11.89 309 | 11.49 364 | 3.82 210 | 11.41 329 | 4.76 355 | 0.11 283 | 0.84 452 | 0.15 482 | 0.25 444 | 0.87 535 | 1.98 495 |
|
| depthmonostereo |  | 4.46 249 | 2.22 410 | 7.17 258 | 4.79 265 | 1.32 194 | 7.84 381 | 1.36 178 | 15.70 336 | 12.86 338 | 5.04 224 | 7.89 244 | 5.04 228 | 6.26 341 | 6.95 141 | 3.25 272 | 0.07 218 | 0.23 259 | 0.12 461 | 0.07 282 | 0.08 120 | 1.06 306 |
|
| DIP-Stereo |  | 6.99 380 | 2.37 451 | 11.45 463 | 4.78 263 | 1.70 263 | 13.13 472 | 1.47 199 | 15.76 337 | 7.43 228 | 14.57 400 | 26.61 501 | 10.76 357 | 5.10 288 | 14.97 498 | 8.10 454 | 0.06 186 | 0.06 145 | 0.06 382 | 0.00 1 | 0.17 225 | 1.22 349 |
| Zihua Zheng, Ni Nie, Zhi Ling, Pengfei Xiong, Jiangyu Liu, Hao Wang, Jiankun Li: DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow. cvpr2022 |
| 11t1 |  | 6.61 356 | 1.76 265 | 9.64 379 | 5.62 339 | 2.15 325 | 13.57 482 | 2.67 355 | 15.77 338 | 8.83 273 | 13.66 383 | 11.90 310 | 12.03 382 | 9.76 438 | 12.23 377 | 8.58 467 | 0.23 381 | 1.33 622 | 0.00 1 | 0.31 497 | 0.26 282 | 1.95 491 |
|
| AAGNet |  | 8.15 427 | 1.75 262 | 10.57 430 | 7.72 521 | 0.74 85 | 5.74 284 | 4.98 453 | 15.90 339 | 14.59 365 | 20.31 537 | 23.80 469 | 15.08 443 | 11.25 464 | 12.27 378 | 16.70 580 | 0.85 560 | 0.06 145 | 0.32 555 | 0.01 152 | 0.15 208 | 0.16 46 |
|
| MyStereo8 |  | 7.68 409 | 3.00 510 | 12.46 500 | 7.70 519 | 5.11 538 | 11.40 441 | 1.39 183 | 15.98 340 | 10.05 298 | 16.45 442 | 24.04 471 | 12.01 381 | 7.91 396 | 10.68 292 | 10.57 510 | 0.14 313 | 1.52 651 | 0.08 411 | 0.48 572 | 0.60 470 | 1.98 495 |
|
| CIPLG |  | 7.69 410 | 3.27 528 | 14.40 533 | 7.84 526 | 5.08 535 | 10.24 412 | 4.59 438 | 16.02 341 | 15.45 375 | 18.05 492 | 19.72 405 | 8.79 324 | 4.61 256 | 11.84 355 | 10.40 507 | 0.76 542 | 0.33 300 | 0.03 333 | 0.15 353 | 0.44 399 | 1.83 460 |
|
| UGAM |  | 10.51 512 | 1.74 261 | 10.16 399 | 7.06 478 | 4.44 496 | 6.56 343 | 11.34 611 | 16.06 342 | 27.83 542 | 21.09 555 | 28.18 517 | 23.47 561 | 11.21 461 | 26.86 650 | 11.33 525 | 0.05 146 | 0.49 345 | 0.46 571 | 0.36 526 | 0.44 399 | 0.97 277 |
|
| S |  | 7.11 384 | 1.92 317 | 8.29 316 | 4.58 250 | 6.07 597 | 16.92 555 | 7.72 545 | 16.13 343 | 16.51 399 | 14.01 391 | 17.45 370 | 6.36 268 | 9.00 422 | 8.11 190 | 4.24 330 | 0.75 539 | 0.24 266 | 0.60 585 | 0.44 562 | 0.58 457 | 2.32 566 |
|
| ADStereo(finetuned) |  | 7.09 381 | 2.04 350 | 11.52 467 | 4.01 191 | 0.77 96 | 4.78 199 | 1.73 269 | 16.15 344 | 25.08 508 | 15.89 433 | 20.74 425 | 7.88 306 | 13.56 517 | 9.11 233 | 6.07 402 | 0.18 347 | 0.05 116 | 0.00 1 | 0.00 1 | 0.28 297 | 1.93 482 |
|
| DCANet |  | 6.87 368 | 2.02 345 | 9.12 345 | 4.03 194 | 0.76 92 | 4.77 197 | 1.74 272 | 16.15 344 | 25.07 507 | 15.88 432 | 20.79 426 | 7.89 307 | 11.31 466 | 9.23 240 | 6.15 406 | 0.18 347 | 0.05 116 | 0.00 1 | 0.00 1 | 0.28 297 | 2.01 512 |
|
| PAM |  | 7.81 418 | 1.90 309 | 15.85 565 | 6.14 390 | 2.58 366 | 17.79 570 | 4.51 434 | 16.29 346 | 8.05 251 | 16.48 443 | 9.10 253 | 25.01 582 | 11.39 468 | 12.89 416 | 3.54 290 | 0.05 146 | 0.79 437 | 0.08 411 | 0.83 611 | 0.62 476 | 2.23 552 |
|
| XX-Stereo |  | 6.50 352 | 1.81 280 | 10.42 422 | 12.71 656 | 7.14 628 | 3.46 99 | 0.90 134 | 16.31 347 | 6.13 201 | 9.03 305 | 28.11 516 | 13.48 418 | 2.22 140 | 11.87 356 | 2.61 221 | 0.45 469 | 0.78 435 | 0.08 411 | 0.42 558 | 1.09 554 | 0.88 233 |
|
| ACRE |  | 7.62 406 | 3.21 524 | 14.93 545 | 7.81 524 | 5.00 531 | 10.01 407 | 4.45 431 | 16.32 348 | 15.86 381 | 17.81 481 | 19.21 396 | 8.38 315 | 4.25 227 | 11.11 310 | 10.58 511 | 0.78 549 | 0.32 294 | 0.03 333 | 0.15 353 | 0.44 399 | 1.84 461 |
|
| CrosDoStereo |  | 9.41 467 | 1.65 234 | 8.83 330 | 5.19 306 | 1.13 156 | 7.34 363 | 14.47 645 | 16.33 349 | 24.64 504 | 24.44 600 | 33.36 597 | 13.18 411 | 13.52 514 | 12.56 402 | 9.08 476 | 0.06 186 | 0.11 205 | 0.09 422 | 0.04 236 | 0.41 383 | 1.73 443 |
|
| DeepStereo_LL |  | 9.41 467 | 1.65 234 | 8.83 330 | 5.19 306 | 1.13 156 | 7.34 363 | 14.47 645 | 16.33 349 | 24.64 504 | 24.44 600 | 33.36 597 | 13.18 411 | 13.52 514 | 12.56 402 | 9.08 476 | 0.06 186 | 0.11 205 | 0.09 422 | 0.04 236 | 0.41 383 | 1.73 443 |
|
| cross-raft |  | 5.70 297 | 1.44 190 | 7.08 250 | 6.69 447 | 2.11 318 | 5.89 294 | 1.44 190 | 16.44 351 | 8.38 260 | 13.42 379 | 20.70 424 | 12.20 386 | 4.38 239 | 9.06 229 | 3.11 263 | 0.03 86 | 0.38 311 | 0.00 1 | 0.22 407 | 0.24 264 | 0.84 222 |
|
| DCRE |  | 6.73 360 | 2.11 374 | 9.19 354 | 7.76 522 | 4.90 524 | 7.81 378 | 5.86 483 | 16.46 352 | 11.38 317 | 9.61 310 | 22.55 456 | 11.84 377 | 6.35 347 | 11.09 309 | 3.63 295 | 0.04 107 | 1.19 592 | 0.06 382 | 0.37 531 | 0.15 208 | 2.23 552 |
|
| PAM_32 |  | 7.56 402 | 1.96 324 | 15.04 547 | 6.11 389 | 2.08 311 | 16.93 556 | 1.38 180 | 16.49 353 | 7.93 246 | 15.16 409 | 9.17 255 | 25.77 586 | 11.69 476 | 12.95 418 | 4.03 314 | 0.14 313 | 0.77 434 | 0.09 422 | 0.83 611 | 0.61 474 | 2.00 511 |
|
| IPLGR_C |  | 7.70 411 | 3.32 531 | 14.54 535 | 7.98 532 | 5.04 533 | 10.26 413 | 4.64 442 | 16.50 354 | 16.28 393 | 17.97 489 | 18.85 394 | 8.30 314 | 4.66 265 | 11.22 315 | 10.89 520 | 0.77 545 | 0.32 294 | 0.03 333 | 0.15 353 | 0.43 396 | 1.84 461 |
|
| Gwc-CoAtRS |  | 5.80 304 | 1.37 170 | 9.07 340 | 4.80 266 | 1.39 203 | 6.90 353 | 1.27 168 | 16.50 354 | 15.48 377 | 13.07 369 | 13.35 327 | 12.64 393 | 5.61 315 | 9.14 236 | 4.20 325 | 0.04 107 | 0.32 294 | 0.00 1 | 0.29 479 | 0.30 311 | 0.33 82 |
|
| fff |  | 7.26 388 | 1.99 334 | 9.12 345 | 4.17 210 | 0.47 50 | 4.73 191 | 1.68 248 | 16.56 356 | 33.55 593 | 15.45 417 | 20.36 416 | 7.49 296 | 12.54 494 | 9.03 226 | 6.26 413 | 0.18 347 | 0.05 116 | 0.01 263 | 0.00 1 | 0.10 146 | 1.37 374 |
|
| csc |  | 7.26 388 | 1.99 334 | 9.12 345 | 4.17 210 | 0.47 50 | 4.73 191 | 1.68 248 | 16.56 356 | 33.55 593 | 15.45 417 | 20.36 416 | 7.49 296 | 12.54 494 | 9.03 226 | 6.26 413 | 0.18 347 | 0.05 116 | 0.01 263 | 0.00 1 | 0.10 146 | 1.37 374 |
|
| cscssc |  | 7.26 388 | 1.99 334 | 9.12 345 | 4.17 210 | 0.47 50 | 4.73 191 | 1.68 248 | 16.56 356 | 33.55 593 | 15.45 417 | 20.36 416 | 7.49 296 | 12.54 494 | 9.03 226 | 6.26 413 | 0.18 347 | 0.05 116 | 0.01 263 | 0.00 1 | 0.10 146 | 1.37 374 |
|
| AnonStereo |  | 5.03 271 | 1.50 206 | 7.59 283 | 5.03 289 | 3.60 437 | 4.66 181 | 1.75 276 | 16.60 359 | 10.25 300 | 8.54 292 | 6.06 209 | 12.06 383 | 4.89 276 | 10.99 301 | 2.48 210 | 0.04 107 | 1.38 630 | 0.04 353 | 0.15 353 | 0.95 543 | 2.13 541 |
|
| GELT-Stereo |  | 3.20 158 | 1.48 197 | 5.05 121 | 3.65 156 | 4.13 477 | 2.30 41 | 0.91 136 | 16.61 360 | 6.52 211 | 5.64 245 | 2.57 82 | 3.30 175 | 2.79 170 | 6.18 123 | 2.02 167 | 0.02 46 | 0.01 21 | 0.00 1 | 0.00 1 | 0.08 120 | 0.71 195 |
|
| riskmin |  | 7.28 393 | 1.54 213 | 8.37 318 | 5.01 287 | 3.24 417 | 11.65 444 | 3.20 382 | 16.61 360 | 18.86 436 | 10.45 316 | 13.46 328 | 16.20 462 | 12.68 500 | 12.46 396 | 6.57 426 | 0.17 336 | 1.38 630 | 0.14 477 | 0.33 510 | 0.67 494 | 2.52 588 |
|
| MyStereo07 |  | 4.80 258 | 2.38 454 | 6.21 183 | 6.63 439 | 4.77 520 | 6.47 338 | 9.60 575 | 16.70 362 | 5.88 193 | 4.81 215 | 5.77 204 | 3.13 172 | 5.68 317 | 12.07 365 | 2.46 208 | 0.09 257 | 1.33 622 | 0.03 333 | 0.32 500 | 0.74 509 | 0.93 255 |
|
| iRaft-Stereo_5w |  | 9.10 463 | 2.33 439 | 10.69 436 | 6.64 442 | 4.47 501 | 4.74 195 | 10.72 598 | 16.71 363 | 16.97 410 | 15.39 414 | 26.15 492 | 21.25 536 | 12.59 498 | 16.38 521 | 12.90 549 | 0.85 560 | 0.51 353 | 0.08 411 | 0.22 407 | 0.95 543 | 1.53 417 |
|
| sAnonymous2 |  | 6.98 378 | 7.12 619 | 20.67 621 | 9.13 568 | 5.40 553 | 5.28 243 | 8.11 553 | 16.71 363 | 11.50 320 | 5.04 224 | 9.17 255 | 3.77 192 | 8.23 402 | 7.84 179 | 3.15 264 | 0.11 283 | 0.07 160 | 0.06 382 | 0.28 471 | 10.80 697 | 7.09 676 |
|
| CroCo_RVC |  | 6.98 378 | 7.12 619 | 20.67 621 | 9.13 568 | 5.40 553 | 5.28 243 | 8.11 553 | 16.71 363 | 11.50 320 | 5.04 224 | 9.17 255 | 3.77 192 | 8.23 402 | 7.84 179 | 3.15 264 | 0.11 283 | 0.07 160 | 0.06 382 | 0.28 471 | 10.80 697 | 7.09 676 |
|
| THIR-Stereo |  | 9.52 472 | 2.21 407 | 9.26 358 | 5.38 322 | 0.85 111 | 15.55 520 | 11.50 616 | 16.88 366 | 21.74 468 | 24.45 602 | 31.96 575 | 14.20 425 | 13.85 526 | 11.89 357 | 8.54 466 | 0.14 313 | 0.25 273 | 0.10 435 | 0.05 255 | 0.40 379 | 1.11 323 |
|
| AFF-stereo |  | 6.50 352 | 2.29 426 | 8.09 307 | 4.63 253 | 0.87 115 | 3.48 100 | 0.75 122 | 16.92 367 | 13.98 355 | 13.26 372 | 25.21 483 | 15.46 448 | 7.68 392 | 11.50 339 | 3.71 298 | 0.04 107 | 0.70 411 | 0.00 1 | 0.00 1 | 0.48 417 | 1.02 297 |
|
| RAFT-Stereo + iAFF |  | 5.94 319 | 2.35 448 | 8.80 329 | 4.07 199 | 1.36 196 | 2.78 59 | 0.66 109 | 17.05 368 | 15.89 383 | 12.65 349 | 18.49 390 | 11.81 374 | 7.89 395 | 8.48 207 | 3.80 303 | 0.02 46 | 0.75 427 | 0.00 1 | 0.00 1 | 0.43 396 | 1.49 409 |
|
| RAFT-Test |  | 6.19 338 | 1.47 193 | 7.90 301 | 4.91 281 | 2.70 372 | 9.97 405 | 1.52 213 | 17.08 369 | 9.06 280 | 13.21 371 | 23.67 468 | 12.89 405 | 4.63 261 | 9.47 255 | 3.57 292 | 0.02 46 | 0.81 441 | 0.00 1 | 0.38 541 | 0.21 247 | 0.39 104 |
|
| RAFT |  | 9.07 461 | 2.76 492 | 10.38 418 | 8.89 563 | 1.24 179 | 13.48 480 | 8.19 556 | 17.14 370 | 17.29 413 | 23.01 584 | 19.34 403 | 20.06 526 | 11.13 459 | 17.79 560 | 6.43 422 | 0.09 257 | 1.12 570 | 0.28 543 | 0.02 197 | 0.79 520 | 1.94 489 |
|
| PStereo |  | 12.31 555 | 21.56 713 | 5.58 148 | 4.36 235 | 1.26 184 | 10.70 427 | 8.09 552 | 17.21 371 | 37.98 632 | 12.24 343 | 1.65 62 | 11.82 375 | 11.01 452 | 24.87 639 | 34.94 695 | 11.80 721 | 1.85 664 | 1.50 644 | 0.88 619 | 15.91 715 | 11.01 709 |
|
| RAFT+CT+SA |  | 7.76 416 | 2.01 341 | 7.56 282 | 11.32 632 | 3.31 420 | 4.60 172 | 7.19 529 | 17.21 371 | 27.40 537 | 10.43 315 | 27.34 506 | 7.63 301 | 7.83 394 | 15.46 507 | 3.51 286 | 0.03 86 | 0.39 314 | 0.18 500 | 0.46 565 | 0.33 326 | 0.93 255 |
|
| ASMatch |  | 7.61 405 | 1.63 228 | 9.18 353 | 5.79 366 | 2.27 337 | 4.63 175 | 2.54 347 | 17.23 373 | 13.73 352 | 17.27 467 | 34.28 612 | 13.26 414 | 10.15 446 | 12.39 392 | 5.49 383 | 0.12 300 | 0.24 266 | 0.21 514 | 0.17 369 | 0.18 233 | 1.55 419 |
|
| Reg-Stereo(zero) |  | 4.96 267 | 0.83 40 | 5.01 118 | 3.71 165 | 2.33 343 | 3.81 118 | 1.18 156 | 17.25 374 | 13.30 346 | 10.52 318 | 10.73 291 | 10.47 353 | 4.43 241 | 9.47 255 | 4.17 323 | 0.06 186 | 0.74 421 | 0.00 1 | 0.27 465 | 0.04 62 | 0.88 233 |
|
| dd |  | 8.57 442 | 5.20 587 | 13.37 517 | 6.91 467 | 1.05 145 | 10.30 415 | 3.89 411 | 17.29 375 | 34.00 600 | 15.73 426 | 17.50 371 | 7.45 295 | 6.60 358 | 15.00 499 | 10.99 521 | 1.39 622 | 0.41 323 | 0.18 500 | 0.46 565 | 2.25 608 | 1.40 385 |
|
| CFNet-RSSM |  | 5.78 302 | 1.24 137 | 9.20 355 | 4.82 268 | 1.23 175 | 6.33 326 | 1.21 161 | 17.35 376 | 18.14 420 | 13.35 375 | 11.17 299 | 11.69 370 | 5.43 303 | 9.71 263 | 3.34 277 | 0.03 86 | 0.20 246 | 0.00 1 | 0.36 526 | 0.37 357 | 0.42 113 |
|
| model_zeroshot |  | 5.85 310 | 1.91 314 | 10.98 450 | 6.34 412 | 2.55 362 | 10.42 418 | 2.38 335 | 17.38 377 | 9.39 284 | 14.72 402 | 10.36 279 | 11.21 362 | 2.93 175 | 8.95 223 | 3.57 292 | 0.14 313 | 1.01 526 | 0.15 482 | 0.38 541 | 0.08 120 | 2.15 545 |
|
| DRaft |  | 9.41 467 | 1.56 217 | 10.09 398 | 4.18 214 | 0.92 121 | 12.87 466 | 5.68 472 | 17.40 378 | 29.75 556 | 21.24 558 | 38.12 641 | 9.96 346 | 13.97 531 | 11.81 352 | 8.08 453 | 0.66 528 | 0.30 291 | 0.07 403 | 0.26 450 | 0.33 326 | 0.88 233 |
|
| HH |  | 6.00 327 | 2.42 460 | 9.81 385 | 5.74 362 | 1.64 252 | 7.05 355 | 3.48 397 | 17.54 379 | 7.69 231 | 8.73 296 | 12.47 315 | 14.83 437 | 8.86 418 | 13.04 426 | 2.59 219 | 0.04 107 | 1.21 602 | 0.20 511 | 0.05 255 | 0.30 311 | 2.34 568 |
|
| HanStereo |  | 6.00 327 | 2.42 460 | 9.81 385 | 5.74 362 | 1.64 252 | 7.05 355 | 3.48 397 | 17.54 379 | 7.69 231 | 8.73 296 | 12.47 315 | 14.83 437 | 8.86 418 | 13.04 426 | 2.59 219 | 0.04 107 | 1.21 602 | 0.20 511 | 0.05 255 | 0.30 311 | 2.34 568 |
|
| Pointernet |  | 3.56 192 | 0.99 71 | 6.55 223 | 3.79 172 | 0.85 111 | 5.19 237 | 0.36 83 | 17.55 381 | 7.32 225 | 4.50 203 | 6.92 221 | 4.82 222 | 2.69 165 | 5.26 99 | 2.99 252 | 0.04 107 | 0.53 359 | 0.00 1 | 0.35 519 | 0.05 76 | 0.42 113 |
|
| RCA-Stereo |  | 5.58 289 | 1.26 141 | 6.71 231 | 4.85 269 | 0.80 104 | 5.51 258 | 3.97 415 | 17.56 382 | 19.40 442 | 8.45 289 | 14.11 332 | 8.73 322 | 8.70 416 | 6.88 139 | 2.77 240 | 0.05 146 | 0.98 496 | 0.11 456 | 0.00 1 | 0.14 192 | 0.61 164 |
|
| raftrobust |  | 5.94 319 | 2.07 363 | 6.94 242 | 7.67 515 | 6.24 604 | 4.96 222 | 1.82 286 | 17.76 383 | 14.36 362 | 12.03 340 | 11.62 305 | 7.74 304 | 9.01 423 | 11.29 321 | 3.71 298 | 0.05 146 | 0.79 437 | 0.00 1 | 0.04 236 | 0.25 268 | 0.38 102 |
|
| IIG-Stereo |  | 7.59 404 | 2.47 466 | 9.40 365 | 10.39 604 | 1.78 280 | 6.67 347 | 1.47 199 | 17.83 384 | 16.51 399 | 18.91 512 | 20.12 411 | 17.76 490 | 8.74 417 | 13.21 440 | 5.43 378 | 0.44 464 | 0.05 116 | 0.03 333 | 0.00 1 | 0.17 225 | 0.45 123 |
|
| MyStereo06 |  | 6.95 373 | 2.25 417 | 14.05 529 | 6.69 447 | 4.74 518 | 7.75 376 | 9.60 575 | 17.85 385 | 9.03 279 | 13.29 374 | 10.78 294 | 18.68 508 | 5.70 319 | 10.66 290 | 4.52 344 | 0.09 257 | 1.32 618 | 0.02 308 | 0.26 450 | 0.84 532 | 0.92 248 |
|
| aanetorigin |  | 19.84 654 | 13.32 679 | 54.46 711 | 10.07 591 | 7.99 648 | 14.16 492 | 15.32 652 | 17.85 385 | 34.49 605 | 49.59 719 | 48.88 699 | 34.28 657 | 31.32 684 | 23.53 629 | 29.64 677 | 1.12 606 | 0.81 441 | 0.73 596 | 0.94 620 | 3.05 623 | 5.23 654 |
|
| SME |  | 7.53 401 | 3.53 543 | 7.07 249 | 6.40 416 | 1.83 287 | 21.79 608 | 4.24 423 | 18.00 387 | 16.52 401 | 12.66 351 | 16.62 362 | 8.42 317 | 11.62 473 | 12.48 397 | 6.10 404 | 0.94 578 | 0.01 21 | 0.05 365 | 0.11 319 | 1.00 548 | 1.28 360 |
|
| ARAFT |  | 8.86 454 | 3.86 556 | 17.37 584 | 5.96 380 | 0.94 132 | 12.59 462 | 10.80 600 | 18.20 388 | 19.95 445 | 18.77 507 | 16.27 360 | 17.78 492 | 8.88 420 | 18.82 574 | 5.30 374 | 0.35 429 | 0.04 94 | 0.00 1 | 0.00 1 | 0.62 476 | 0.64 168 |
|
| test_5 |  | 8.85 453 | 2.05 356 | 9.51 372 | 11.62 636 | 4.99 530 | 6.74 348 | 5.48 469 | 18.25 389 | 23.57 490 | 16.72 455 | 29.73 540 | 15.54 451 | 10.54 449 | 16.25 519 | 4.02 313 | 0.05 146 | 0.40 316 | 0.27 535 | 0.08 294 | 0.34 333 | 0.81 214 |
|
| HLf8 |  | 5.68 294 | 2.39 458 | 9.26 358 | 3.74 167 | 2.89 391 | 7.62 373 | 1.84 289 | 18.29 390 | 17.19 412 | 8.51 290 | 13.97 331 | 6.14 259 | 3.70 203 | 12.49 399 | 4.77 356 | 0.08 243 | 0.01 21 | 0.01 263 | 0.00 1 | 0.21 247 | 0.45 123 |
|
| rvit_0105_5 |  | 8.01 421 | 3.69 552 | 17.73 588 | 10.42 606 | 1.61 244 | 7.29 360 | 6.68 511 | 18.33 391 | 25.98 523 | 10.45 316 | 10.46 281 | 15.53 450 | 11.01 452 | 12.87 415 | 5.37 376 | 0.44 464 | 0.41 323 | 0.00 1 | 0.15 353 | 0.70 499 | 1.08 311 |
|
| FTStereo |  | 8.76 449 | 1.57 218 | 6.75 234 | 6.55 428 | 2.45 353 | 7.65 374 | 11.62 618 | 18.36 392 | 9.01 277 | 20.25 530 | 40.79 658 | 15.87 456 | 12.36 493 | 11.02 302 | 4.69 351 | 0.24 386 | 0.01 21 | 0.09 422 | 0.16 364 | 0.19 237 | 5.58 657 |
|
| LCNet |  | 7.64 407 | 1.41 178 | 6.15 180 | 6.93 470 | 1.35 195 | 9.00 397 | 5.44 467 | 18.37 393 | 11.30 314 | 16.62 448 | 24.39 475 | 14.67 433 | 11.03 455 | 12.03 363 | 4.01 312 | 0.07 218 | 0.02 56 | 0.23 523 | 2.07 668 | 1.00 548 | 6.69 671 |
|
| OMP-Stereo |  | 7.13 385 | 2.89 500 | 9.89 389 | 10.98 625 | 1.73 271 | 4.81 201 | 1.85 290 | 18.38 394 | 16.26 391 | 16.94 460 | 14.11 332 | 17.45 486 | 7.57 388 | 13.26 442 | 5.12 368 | 0.43 461 | 0.04 94 | 0.06 382 | 0.02 197 | 0.20 244 | 0.56 150 |
|
| DCANet-4 |  | 6.78 363 | 1.21 127 | 11.48 464 | 3.95 186 | 0.76 92 | 4.73 191 | 1.68 248 | 18.40 395 | 25.78 522 | 15.44 416 | 20.36 416 | 6.42 270 | 8.48 410 | 8.87 218 | 6.24 412 | 0.18 347 | 0.05 116 | 0.01 263 | 0.00 1 | 0.10 146 | 1.37 374 |
|
| RAFT-Stereo-weight |  | 5.42 284 | 1.21 127 | 6.22 185 | 4.69 257 | 1.28 190 | 6.18 319 | 1.58 223 | 18.42 396 | 18.47 427 | 11.35 334 | 10.27 276 | 11.93 380 | 1.65 110 | 9.59 259 | 3.83 306 | 0.10 274 | 0.60 386 | 0.00 1 | 0.00 1 | 0.16 217 | 0.89 238 |
|
| SMOE |  | 6.44 345 | 1.85 295 | 7.88 299 | 5.24 311 | 1.36 196 | 14.51 498 | 6.59 506 | 18.47 397 | 12.01 326 | 12.39 345 | 14.90 342 | 9.78 342 | 7.37 384 | 6.98 142 | 3.73 301 | 0.45 469 | 0.02 56 | 2.34 661 | 0.17 369 | 0.53 437 | 2.23 552 |
|
| iRaftStereo_RVC |  | 5.06 273 | 2.15 391 | 7.88 299 | 5.54 332 | 0.78 99 | 5.22 239 | 0.45 92 | 18.47 397 | 11.75 323 | 9.72 312 | 15.05 344 | 5.74 251 | 3.18 184 | 9.29 244 | 2.52 213 | 0.02 46 | 1.24 608 | 0.00 1 | 0.01 152 | 0.58 457 | 1.62 428 |
|
| TestStereo_HLe17 |  | 5.97 322 | 2.36 450 | 10.51 429 | 3.70 162 | 2.54 360 | 8.00 384 | 2.90 370 | 18.58 399 | 16.64 403 | 9.14 306 | 16.16 357 | 5.62 246 | 4.27 230 | 13.61 458 | 4.17 323 | 0.09 257 | 0.03 76 | 0.02 308 | 0.00 1 | 0.16 217 | 0.81 214 |
|
| TransformOpticalFlow |  | 7.95 420 | 2.10 370 | 9.83 387 | 6.06 385 | 1.24 179 | 6.82 350 | 7.98 548 | 18.60 400 | 14.06 358 | 14.93 406 | 28.79 523 | 18.74 509 | 11.03 455 | 12.79 410 | 4.12 321 | 0.06 186 | 0.04 94 | 0.21 514 | 0.04 236 | 0.21 247 | 1.27 358 |
|
| GrayStereo |  | 9.02 460 | 1.35 167 | 7.73 290 | 8.62 553 | 2.88 390 | 10.28 414 | 10.99 604 | 18.66 401 | 16.36 397 | 22.78 581 | 30.63 553 | 17.56 488 | 12.19 489 | 11.50 339 | 5.08 364 | 0.09 257 | 0.02 56 | 0.19 506 | 0.78 610 | 0.33 326 | 2.37 572 |
|
| dad |  | 13.05 577 | 11.39 663 | 15.64 561 | 7.35 498 | 2.10 314 | 15.64 522 | 3.48 397 | 18.77 402 | 35.55 617 | 27.77 636 | 33.76 604 | 31.59 628 | 13.04 507 | 14.79 493 | 11.16 524 | 3.35 668 | 0.54 363 | 7.85 704 | 0.96 628 | 3.88 644 | 2.49 586 |
|
| HLF11 |  | 6.15 336 | 2.25 417 | 10.31 413 | 3.88 180 | 3.16 412 | 5.08 227 | 1.19 158 | 18.82 403 | 10.46 302 | 10.76 326 | 18.05 378 | 7.97 310 | 5.47 306 | 15.89 511 | 9.10 479 | 0.09 257 | 0.01 21 | 0.00 1 | 0.00 1 | 0.29 305 | 0.13 39 |
|
| tg |  | 5.41 282 | 2.04 350 | 7.70 286 | 5.40 324 | 1.27 186 | 7.45 369 | 0.49 94 | 18.97 404 | 13.10 340 | 9.51 309 | 14.60 335 | 7.15 285 | 4.05 219 | 10.89 299 | 2.99 252 | 0.02 46 | 0.70 411 | 0.00 1 | 0.00 1 | 0.55 448 | 1.42 391 |
|
| UGAM-zero |  | 7.48 398 | 1.91 314 | 14.55 536 | 4.78 263 | 2.00 306 | 6.34 328 | 1.02 145 | 18.99 405 | 8.70 272 | 14.93 406 | 15.74 350 | 24.94 580 | 13.86 527 | 13.13 434 | 5.05 363 | 0.04 107 | 0.96 487 | 0.02 308 | 1.08 638 | 0.18 233 | 1.46 399 |
|
| anonymousa |  | 9.61 477 | 2.06 359 | 9.20 355 | 5.24 311 | 6.67 617 | 15.03 513 | 4.18 422 | 19.08 406 | 21.43 460 | 19.03 514 | 30.96 559 | 21.49 539 | 14.23 534 | 11.12 313 | 8.61 468 | 0.08 243 | 1.24 608 | 0.29 548 | 0.69 603 | 0.18 233 | 1.48 406 |
|
| EKT-Stereo |  | 6.11 334 | 1.71 247 | 9.09 342 | 7.69 516 | 5.56 565 | 5.16 233 | 4.26 425 | 19.18 407 | 15.13 373 | 9.20 307 | 12.84 321 | 9.55 339 | 4.18 226 | 11.74 347 | 3.24 271 | 0.53 489 | 0.62 393 | 0.09 422 | 0.14 343 | 0.17 225 | 2.16 546 |
|
| xx1 |  | 6.52 354 | 2.52 472 | 6.38 202 | 6.77 455 | 0.74 85 | 10.55 420 | 5.19 456 | 19.19 408 | 15.95 384 | 7.39 278 | 10.07 272 | 16.17 460 | 12.10 486 | 11.08 306 | 2.33 191 | 0.05 146 | 1.18 585 | 0.02 308 | 0.36 526 | 0.37 357 | 1.93 482 |
|
| cc1 |  | 5.79 303 | 2.52 472 | 6.38 202 | 6.77 455 | 0.74 85 | 10.55 420 | 5.19 456 | 19.19 408 | 15.95 384 | 7.39 278 | 10.06 266 | 4.44 212 | 9.58 433 | 11.08 306 | 2.33 191 | 0.05 146 | 1.18 585 | 0.00 1 | 0.04 236 | 0.34 333 | 2.04 519 |
|
| rvit_0105_3 |  | 9.68 479 | 4.32 569 | 19.50 609 | 12.22 652 | 1.90 293 | 9.16 401 | 8.63 557 | 19.21 410 | 30.92 569 | 15.42 415 | 14.72 339 | 18.81 511 | 12.18 488 | 15.98 512 | 7.12 433 | 0.67 531 | 0.42 329 | 0.01 263 | 0.49 576 | 0.56 452 | 1.40 385 |
|
| CAS++ |  | 4.25 238 | 2.16 396 | 6.64 229 | 4.57 249 | 1.14 159 | 4.22 139 | 1.62 230 | 19.22 411 | 10.81 309 | 9.35 308 | 9.25 259 | 1.97 124 | 1.40 97 | 9.87 266 | 2.00 163 | 0.15 324 | 0.05 116 | 0.00 1 | 0.00 1 | 0.33 326 | 0.28 68 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| FLISNet |  | 8.56 440 | 2.44 463 | 7.70 286 | 5.09 296 | 5.21 543 | 4.06 128 | 0.49 94 | 19.26 412 | 9.96 295 | 25.77 614 | 27.88 511 | 20.72 529 | 12.22 490 | 18.06 563 | 11.58 528 | 0.05 146 | 0.11 205 | 0.00 1 | 0.10 311 | 0.16 217 | 0.31 77 |
|
| CoSv |  | 8.56 440 | 2.44 463 | 7.70 286 | 5.09 296 | 5.21 543 | 4.06 128 | 0.49 94 | 19.26 412 | 9.96 295 | 25.77 614 | 27.88 511 | 20.72 529 | 12.22 490 | 18.06 563 | 11.58 528 | 0.05 146 | 0.11 205 | 0.00 1 | 0.10 311 | 0.16 217 | 0.31 77 |
|
| mmm |  | 8.54 438 | 2.13 385 | 10.21 405 | 5.81 368 | 2.96 400 | 14.00 489 | 6.67 509 | 19.28 414 | 12.59 333 | 16.95 461 | 24.40 476 | 17.83 494 | 10.70 450 | 12.90 417 | 9.42 492 | 0.17 336 | 1.28 611 | 0.50 575 | 0.60 596 | 0.44 399 | 2.03 517 |
|
| UDGNet |  | 10.51 512 | 14.75 685 | 11.91 485 | 10.29 599 | 2.78 382 | 7.93 382 | 1.94 304 | 19.31 415 | 34.57 607 | 17.74 480 | 13.70 329 | 13.56 420 | 7.30 383 | 13.52 449 | 7.18 434 | 5.80 690 | 0.11 205 | 12.86 716 | 2.76 675 | 9.87 691 | 2.34 568 |
|
| DCVSM-stereo |  | 10.23 497 | 2.16 396 | 12.54 504 | 6.23 398 | 3.65 439 | 12.01 452 | 3.56 401 | 19.41 416 | 23.18 482 | 24.08 597 | 19.88 408 | 29.55 610 | 18.82 601 | 14.49 480 | 10.42 508 | 0.25 394 | 1.17 581 | 0.28 543 | 0.06 269 | 0.82 528 | 2.07 526 |
|
| Anonymous_2 |  | 15.61 609 | 7.12 619 | 18.63 600 | 6.49 425 | 7.98 647 | 26.94 649 | 11.93 620 | 19.48 417 | 18.48 430 | 18.25 498 | 15.95 353 | 24.18 568 | 21.32 629 | 21.17 612 | 15.94 572 | 10.88 716 | 13.80 733 | 11.19 714 | 25.13 738 | 10.92 699 | 6.42 669 |
|
| s12784h |  | 6.22 339 | 1.01 73 | 4.95 115 | 3.57 151 | 0.54 61 | 19.55 591 | 0.95 139 | 19.51 418 | 18.39 422 | 12.98 367 | 12.58 318 | 7.78 305 | 5.56 314 | 11.34 326 | 4.36 337 | 0.89 567 | 0.01 21 | 0.05 365 | 0.00 1 | 0.07 103 | 0.20 54 |
|
| MIM_Stereo |  | 7.37 397 | 2.06 359 | 12.02 489 | 4.71 260 | 1.69 261 | 5.17 234 | 1.28 170 | 19.54 419 | 13.09 339 | 16.93 458 | 28.48 521 | 13.05 410 | 5.43 303 | 13.25 441 | 7.41 440 | 0.02 46 | 0.62 393 | 0.00 1 | 0.01 152 | 0.45 405 | 2.09 533 |
|
| ManiGeoR |   | 5.60 290 | 2.38 454 | 10.23 407 | 3.66 160 | 3.17 413 | 6.64 345 | 1.65 237 | 19.57 420 | 10.50 303 | 7.20 274 | 14.65 336 | 6.46 271 | 4.96 281 | 13.05 428 | 7.21 435 | 0.09 257 | 0.00 1 | 0.05 365 | 0.00 1 | 0.23 257 | 0.25 62 |
|
| HLf10 |  | 5.60 290 | 2.38 454 | 10.23 407 | 3.66 160 | 3.17 413 | 6.64 345 | 1.65 237 | 19.57 420 | 10.50 303 | 7.20 274 | 14.65 336 | 6.46 271 | 4.96 281 | 13.05 428 | 7.21 435 | 0.09 257 | 0.00 1 | 0.05 365 | 0.00 1 | 0.23 257 | 0.25 62 |
|
| HHNet |  | 7.57 403 | 2.01 341 | 8.03 305 | 3.71 165 | 3.46 431 | 4.93 218 | 6.17 491 | 19.69 422 | 16.27 392 | 20.91 551 | 31.75 572 | 10.56 354 | 5.82 324 | 10.69 293 | 5.10 365 | 0.67 531 | 0.07 160 | 0.21 514 | 0.14 343 | 0.63 480 | 0.54 145 |
|
| ffm |  | 8.89 455 | 2.34 442 | 12.99 511 | 6.28 404 | 3.81 449 | 12.43 457 | 7.47 537 | 19.77 423 | 16.80 406 | 16.64 450 | 32.03 577 | 17.29 477 | 11.78 478 | 11.11 310 | 2.34 195 | 0.05 146 | 1.17 581 | 0.80 603 | 0.37 531 | 0.29 305 | 2.07 526 |
|
| ff1 |  | 10.31 503 | 2.34 442 | 12.99 511 | 6.28 404 | 3.81 449 | 12.43 457 | 7.47 537 | 19.77 423 | 16.80 406 | 16.64 450 | 32.03 577 | 17.29 477 | 11.78 478 | 17.54 553 | 24.30 634 | 0.05 146 | 1.17 581 | 0.80 603 | 0.37 531 | 0.29 305 | 2.07 526 |
|
| tt1 |  | 5.74 299 | 2.52 472 | 6.54 222 | 6.89 465 | 0.86 114 | 10.31 417 | 4.08 419 | 19.77 423 | 16.80 406 | 7.17 271 | 9.02 251 | 4.71 220 | 8.97 421 | 11.11 310 | 2.34 195 | 0.05 146 | 1.17 581 | 0.00 1 | 0.04 236 | 0.29 305 | 2.07 526 |
|
| STrans-v2 |  | 8.16 429 | 2.09 367 | 9.79 384 | 5.44 326 | 1.53 234 | 11.87 449 | 9.69 582 | 19.77 423 | 13.20 345 | 14.01 391 | 25.80 488 | 17.88 495 | 12.55 497 | 13.30 444 | 4.39 339 | 0.06 186 | 0.01 21 | 0.18 500 | 0.01 152 | 0.25 268 | 1.31 367 |
|
| PSM-AAD |  | 8.76 449 | 1.41 178 | 6.46 214 | 6.87 464 | 1.18 166 | 12.78 465 | 9.66 581 | 20.03 427 | 15.78 380 | 21.79 567 | 24.91 477 | 14.31 427 | 13.16 510 | 12.42 393 | 4.07 319 | 0.05 146 | 0.06 145 | 2.44 664 | 0.16 364 | 0.45 405 | 7.17 678 |
|
| MM-Stereo_test3 |  | 6.01 329 | 1.69 244 | 6.25 191 | 6.36 413 | 5.46 559 | 4.64 176 | 6.31 497 | 20.05 428 | 24.24 500 | 8.85 299 | 11.38 301 | 7.22 287 | 2.79 170 | 9.11 233 | 3.08 261 | 0.11 283 | 0.92 478 | 0.00 1 | 0.02 197 | 0.54 447 | 1.11 323 |
|
| FACV-RUCA |  | 8.11 426 | 2.29 426 | 10.34 414 | 8.07 536 | 6.02 593 | 14.18 493 | 3.04 377 | 20.05 428 | 19.00 437 | 12.98 367 | 18.43 389 | 8.73 322 | 11.58 470 | 12.20 374 | 5.78 397 | 0.38 443 | 0.64 396 | 4.34 679 | 0.35 519 | 1.89 595 | 1.96 493 |
|
| Select-FE |  | 8.15 427 | 3.89 558 | 22.25 636 | 6.74 451 | 4.35 490 | 4.71 188 | 1.24 163 | 20.11 430 | 6.59 213 | 12.93 365 | 23.07 464 | 20.54 528 | 12.80 501 | 14.28 470 | 4.68 350 | 0.18 347 | 1.09 555 | 0.07 403 | 0.97 629 | 0.39 374 | 2.10 534 |
|
| EAI-Stereo |  | 5.82 306 | 2.06 359 | 9.08 341 | 6.23 398 | 2.20 332 | 6.24 321 | 6.20 492 | 20.18 431 | 6.36 207 | 10.65 324 | 15.97 354 | 6.31 267 | 3.63 202 | 12.09 368 | 4.88 361 | 0.06 186 | 0.73 419 | 0.04 353 | 1.59 658 | 0.21 247 | 1.67 437 |
|
| iRaft-Stereo_20w |  | 6.75 362 | 2.17 400 | 13.20 516 | 5.07 293 | 2.34 346 | 7.43 368 | 2.61 352 | 20.20 432 | 7.85 245 | 15.28 412 | 10.36 279 | 14.42 431 | 8.13 401 | 16.81 536 | 4.20 325 | 0.06 186 | 0.84 452 | 0.13 469 | 0.83 611 | 0.66 491 | 2.42 577 |
|
| Selective-IGEV-i16pc |  | 10.31 503 | 2.09 367 | 16.09 570 | 6.24 401 | 1.71 264 | 36.66 693 | 11.25 609 | 20.25 433 | 27.75 541 | 10.40 314 | 21.87 445 | 15.56 452 | 6.93 375 | 14.75 491 | 8.45 464 | 2.59 654 | 0.94 484 | 0.26 532 | 0.53 584 | 0.78 517 | 1.08 311 |
|
| zzzzzzz1 |  | 8.65 444 | 8.64 644 | 21.64 628 | 6.25 402 | 5.25 546 | 7.53 370 | 4.57 436 | 20.54 434 | 20.34 452 | 10.70 325 | 16.50 361 | 14.50 432 | 9.48 432 | 13.03 423 | 9.11 480 | 1.02 593 | 0.26 274 | 0.00 1 | 0.11 319 | 1.98 599 | 1.58 421 |
|
| RALAANet |  | 6.86 367 | 3.28 530 | 11.09 455 | 7.63 512 | 4.95 528 | 6.16 318 | 1.63 232 | 20.54 434 | 15.45 375 | 15.30 413 | 14.52 334 | 12.98 407 | 4.35 232 | 13.53 450 | 3.98 311 | 0.11 283 | 0.35 304 | 0.00 1 | 0.29 479 | 0.58 457 | 0.48 132 |
|
| TRStereo |  | 6.64 357 | 6.95 618 | 12.06 490 | 9.69 582 | 7.59 636 | 5.12 231 | 1.68 248 | 20.72 436 | 12.34 328 | 10.93 329 | 9.07 252 | 10.57 355 | 3.16 183 | 14.33 472 | 4.23 329 | 0.60 512 | 0.80 440 | 0.14 477 | 0.37 531 | 0.56 452 | 1.86 468 |
|
| OCTAStereo |  | 6.97 375 | 1.80 277 | 10.20 404 | 7.15 489 | 0.78 99 | 6.12 313 | 3.38 391 | 20.72 436 | 18.47 427 | 13.41 376 | 19.33 399 | 11.91 378 | 6.05 333 | 12.68 407 | 6.19 408 | 0.59 508 | 0.06 145 | 0.21 514 | 0.22 407 | 0.12 173 | 0.10 32 |
|
| RE-Stereo |  | 6.97 375 | 1.79 273 | 10.18 402 | 7.14 484 | 0.77 96 | 6.14 315 | 3.39 392 | 20.72 436 | 18.43 424 | 13.41 376 | 19.33 399 | 11.78 372 | 6.09 335 | 12.66 405 | 6.22 409 | 0.58 502 | 0.05 116 | 0.21 514 | 0.22 407 | 0.12 173 | 0.10 32 |
|
| TVStereo |  | 6.97 375 | 1.79 273 | 10.18 402 | 7.14 484 | 0.77 96 | 6.14 315 | 3.39 392 | 20.72 436 | 18.43 424 | 13.41 376 | 19.33 399 | 11.78 372 | 6.09 335 | 12.66 405 | 6.22 409 | 0.58 502 | 0.05 116 | 0.21 514 | 0.22 407 | 0.12 173 | 0.10 32 |
|
| test_sample1 |  | 8.49 437 | 1.83 290 | 10.60 431 | 5.53 329 | 2.95 399 | 15.17 514 | 4.51 434 | 20.73 440 | 11.47 319 | 14.78 403 | 22.80 460 | 19.06 516 | 13.86 527 | 12.52 400 | 10.17 502 | 0.14 313 | 1.20 596 | 0.02 308 | 0.19 392 | 0.28 297 | 1.93 482 |
|
| NF-Stereo |  | 6.96 374 | 1.80 277 | 10.17 400 | 7.16 490 | 0.79 102 | 6.15 317 | 3.26 390 | 20.74 441 | 18.45 426 | 13.42 379 | 19.33 399 | 11.67 369 | 6.05 333 | 12.71 409 | 6.17 407 | 0.57 501 | 0.06 145 | 0.21 514 | 0.23 419 | 0.12 173 | 0.09 28 |
|
| AIO-Stereo-zeroshot1 |   | 8.37 432 | 4.16 564 | 20.63 620 | 5.82 370 | 11.79 690 | 6.40 333 | 2.02 312 | 20.82 442 | 8.03 249 | 14.52 398 | 21.38 433 | 17.44 485 | 5.83 326 | 14.43 479 | 5.13 369 | 0.06 186 | 1.00 520 | 0.05 365 | 1.81 664 | 2.44 614 | 3.62 627 |
|
| IGEV_i1 |  | 8.79 451 | 1.83 290 | 11.53 469 | 6.56 429 | 2.18 331 | 16.39 545 | 7.40 536 | 20.85 443 | 16.59 402 | 17.30 468 | 17.67 374 | 18.22 498 | 9.15 427 | 15.11 500 | 8.42 463 | 0.45 469 | 1.19 592 | 1.10 627 | 1.15 641 | 0.31 317 | 2.45 578 |
|
| x |  | 7.70 411 | 2.12 378 | 8.93 335 | 5.08 294 | 2.55 362 | 11.65 444 | 4.40 430 | 20.91 444 | 12.53 330 | 13.58 382 | 20.49 421 | 15.73 455 | 11.10 457 | 10.65 289 | 10.16 501 | 0.11 283 | 1.37 628 | 0.04 353 | 0.29 479 | 0.34 333 | 1.95 491 |
|
| raft+_RVC |  | 7.10 383 | 2.37 451 | 6.59 226 | 6.94 472 | 5.82 581 | 6.35 329 | 5.97 487 | 21.05 445 | 23.63 492 | 10.90 328 | 17.95 376 | 9.80 343 | 5.55 313 | 11.49 337 | 4.47 343 | 0.04 107 | 1.50 648 | 0.00 1 | 0.00 1 | 0.38 369 | 1.23 352 |
|
| test_sample2 |  | 8.68 446 | 1.84 292 | 9.64 379 | 5.53 329 | 2.43 352 | 13.92 487 | 8.00 549 | 21.09 446 | 16.82 409 | 14.92 404 | 22.73 458 | 19.44 519 | 13.75 522 | 12.99 419 | 6.85 430 | 0.15 324 | 1.15 579 | 0.07 403 | 0.20 397 | 0.35 339 | 1.78 451 |
|
| ACVNet-DCA |  | 5.76 301 | 2.52 472 | 6.38 202 | 6.77 455 | 0.74 85 | 10.55 420 | 5.19 456 | 21.10 447 | 13.53 348 | 7.39 278 | 10.06 266 | 4.44 212 | 9.58 433 | 11.08 306 | 2.33 191 | 0.05 146 | 1.18 585 | 0.00 1 | 0.04 236 | 0.37 357 | 1.93 482 |
|
| 1test111 |  | 6.16 337 | 2.52 472 | 6.38 202 | 6.77 455 | 0.74 85 | 10.55 420 | 5.19 456 | 21.10 447 | 13.53 348 | 7.39 278 | 10.06 266 | 4.44 212 | 9.58 433 | 12.08 366 | 9.26 484 | 0.05 146 | 1.18 585 | 0.00 1 | 0.04 236 | 0.37 357 | 1.93 482 |
|
| StereoVision |  | 7.48 398 | 2.90 503 | 10.47 428 | 10.13 592 | 3.93 459 | 4.99 224 | 1.86 293 | 21.10 447 | 17.66 414 | 8.90 301 | 29.71 539 | 10.95 360 | 6.61 360 | 12.83 413 | 5.11 366 | 0.69 533 | 0.05 116 | 0.17 495 | 0.03 215 | 0.98 545 | 0.56 150 |
|
| qqq |  | 7.72 413 | 2.15 391 | 10.06 396 | 5.01 287 | 1.82 285 | 8.62 391 | 7.27 532 | 21.10 447 | 13.53 348 | 12.48 346 | 18.71 392 | 16.17 460 | 12.10 486 | 12.08 366 | 9.26 484 | 0.08 243 | 1.35 626 | 0.02 308 | 0.36 526 | 0.36 351 | 1.93 482 |
|
| TestStereo1 |  | 8.04 423 | 2.22 410 | 8.85 332 | 10.87 622 | 2.12 321 | 4.66 181 | 2.40 337 | 21.17 451 | 23.79 494 | 17.41 469 | 26.31 496 | 9.41 334 | 9.09 425 | 16.23 516 | 3.85 309 | 0.14 313 | 0.40 316 | 0.02 308 | 0.13 329 | 0.58 457 | 1.10 318 |
|
| SA-5K |  | 8.04 423 | 2.22 410 | 8.85 332 | 10.87 622 | 2.12 321 | 4.66 181 | 2.40 337 | 21.17 451 | 23.79 494 | 17.41 469 | 26.31 496 | 9.41 334 | 9.09 425 | 16.23 516 | 3.85 309 | 0.14 313 | 0.40 316 | 0.02 308 | 0.13 329 | 0.58 457 | 1.10 318 |
|
| 111 |  | 7.73 414 | 2.39 458 | 9.12 345 | 4.17 210 | 0.47 50 | 10.65 425 | 3.49 400 | 21.34 453 | 28.25 547 | 10.60 321 | 16.85 366 | 14.74 436 | 10.22 447 | 12.48 397 | 6.61 428 | 0.43 461 | 0.01 21 | 0.00 1 | 0.00 1 | 0.35 339 | 2.39 576 |
|
| GMStereo_Zeroshot |   | 11.32 535 | 8.59 643 | 21.66 629 | 10.06 590 | 2.53 359 | 12.38 456 | 1.43 187 | 21.36 454 | 21.50 462 | 23.48 589 | 35.74 623 | 24.85 574 | 6.12 338 | 20.48 593 | 8.28 458 | 0.83 557 | 0.02 56 | 0.25 530 | 0.01 152 | 6.33 671 | 0.53 143 |
|
| CBFPSM |  | 12.96 575 | 3.37 535 | 30.97 662 | 5.30 316 | 3.22 416 | 22.79 616 | 16.93 667 | 21.82 455 | 21.35 458 | 21.93 570 | 28.34 519 | 29.99 615 | 17.38 585 | 15.32 505 | 16.39 576 | 0.11 283 | 0.48 342 | 0.10 435 | 0.17 369 | 0.58 457 | 2.72 597 |
|
| Prome-Stereo |  | 8.22 430 | 1.48 197 | 6.24 190 | 7.06 478 | 1.55 235 | 6.54 342 | 9.08 565 | 21.88 456 | 9.88 292 | 21.12 556 | 32.48 586 | 11.82 375 | 11.59 472 | 11.99 361 | 4.04 315 | 0.08 243 | 0.02 56 | 0.19 506 | 0.12 324 | 0.45 405 | 6.89 675 |
|
| HITNet |  | 8.41 434 | 3.59 549 | 9.91 391 | 5.30 316 | 1.52 233 | 13.35 478 | 4.48 432 | 22.00 457 | 16.06 388 | 15.52 421 | 22.95 462 | 15.28 447 | 11.74 477 | 14.91 497 | 9.25 483 | 0.10 274 | 0.01 21 | 0.48 573 | 0.06 269 | 0.58 457 | 1.04 301 |
| 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 |
| MLCV |  | 9.96 485 | 3.33 532 | 14.77 537 | 5.75 364 | 1.62 249 | 14.91 504 | 1.31 176 | 22.06 458 | 24.83 506 | 22.51 577 | 31.57 569 | 17.20 476 | 8.07 399 | 17.07 542 | 12.11 534 | 0.48 475 | 0.01 21 | 0.05 365 | 0.05 255 | 0.48 417 | 1.10 318 |
|
| FENet |  | 8.22 430 | 1.39 174 | 7.33 272 | 6.43 422 | 2.17 330 | 10.97 434 | 2.20 323 | 22.10 459 | 21.26 457 | 17.85 484 | 23.22 465 | 14.29 426 | 11.50 469 | 13.56 453 | 8.32 459 | 0.29 410 | 0.24 266 | 0.03 333 | 0.03 215 | 0.18 233 | 1.04 301 |
|
| ACV-stereo |  | 12.12 554 | 6.01 607 | 30.51 660 | 7.45 503 | 3.42 429 | 21.69 607 | 6.74 513 | 22.11 460 | 20.81 454 | 17.88 486 | 21.26 431 | 26.73 599 | 17.28 583 | 20.80 600 | 14.16 555 | 0.79 553 | 1.10 563 | 0.17 495 | 0.09 302 | 0.67 494 | 2.66 591 |
|
| GES |  | 9.01 459 | 2.61 486 | 12.88 506 | 6.76 453 | 2.02 307 | 13.08 471 | 6.33 499 | 22.23 461 | 22.21 473 | 19.80 528 | 26.73 502 | 8.97 326 | 11.01 452 | 14.41 476 | 8.35 462 | 0.54 496 | 0.10 195 | 0.30 552 | 0.15 353 | 0.82 528 | 0.99 284 |
|
| anonymousdsp2 |  | 6.47 350 | 1.81 280 | 9.73 382 | 5.25 313 | 1.23 175 | 9.35 403 | 3.96 413 | 22.51 462 | 18.39 422 | 12.87 364 | 10.19 274 | 10.17 347 | 4.46 245 | 11.77 349 | 3.83 306 | 0.06 186 | 1.00 520 | 0.31 553 | 0.18 383 | 0.25 268 | 2.06 524 |
|
| IPLG |  | 7.65 408 | 2.00 338 | 13.81 523 | 5.86 375 | 4.35 490 | 10.97 434 | 1.43 187 | 22.52 463 | 16.50 398 | 19.78 527 | 20.62 423 | 5.28 236 | 5.49 308 | 12.58 404 | 9.70 497 | 0.13 308 | 0.06 145 | 0.03 333 | 0.07 282 | 0.41 383 | 1.38 380 |
|
| EDNetEfficient |  | 25.68 698 | 22.94 717 | 77.88 757 | 9.49 577 | 7.66 640 | 20.89 600 | 17.37 673 | 22.52 463 | 56.02 720 | 61.49 746 | 53.31 711 | 35.83 664 | 41.88 717 | 25.06 640 | 39.53 713 | 0.86 563 | 0.83 450 | 0.91 614 | 2.82 676 | 8.28 681 | 7.98 683 |
|
| AIO-test1 |  | 6.69 359 | 2.11 374 | 7.06 247 | 10.57 611 | 6.38 612 | 8.85 395 | 1.73 269 | 22.56 465 | 20.92 456 | 7.01 266 | 17.67 374 | 8.06 311 | 4.87 274 | 10.79 297 | 3.39 280 | 0.17 336 | 0.09 183 | 0.00 1 | 0.34 515 | 0.35 339 | 0.86 226 |
|
| Any-RAFT |  | 6.28 340 | 1.42 180 | 4.91 110 | 5.00 286 | 1.25 182 | 10.18 411 | 1.90 301 | 22.68 466 | 15.87 382 | 12.12 341 | 19.23 398 | 13.69 421 | 4.65 263 | 9.35 247 | 2.36 199 | 0.06 186 | 0.57 375 | 0.00 1 | 0.00 1 | 0.05 76 | 0.35 87 |
|
| DAS |  | 11.51 541 | 2.60 482 | 15.62 559 | 9.37 573 | 6.27 608 | 16.04 530 | 7.71 543 | 22.70 467 | 33.92 598 | 19.53 522 | 29.03 526 | 19.51 520 | 19.10 608 | 17.44 549 | 8.98 473 | 0.78 549 | 0.02 56 | 0.29 548 | 0.01 152 | 0.48 417 | 0.81 214 |
|
| SepStereo |  | 12.04 551 | 2.60 482 | 15.62 559 | 9.37 573 | 6.27 608 | 16.04 530 | 7.71 543 | 22.70 467 | 33.92 598 | 19.53 522 | 29.03 526 | 19.51 520 | 19.10 608 | 27.97 656 | 8.98 473 | 0.78 549 | 0.02 56 | 0.29 548 | 0.01 152 | 0.48 417 | 0.81 214 |
|
| CFNet_RVC |  | 10.46 509 | 3.02 513 | 7.10 253 | 7.69 516 | 5.42 556 | 16.93 556 | 5.92 485 | 22.82 469 | 22.31 475 | 15.81 428 | 30.40 548 | 26.41 593 | 15.19 549 | 13.60 456 | 12.19 537 | 0.14 313 | 0.10 195 | 1.87 650 | 0.34 515 | 1.22 561 | 0.73 199 |
|
| ACVNet |  | 10.83 522 | 2.25 417 | 7.10 253 | 6.43 422 | 3.02 404 | 13.17 474 | 3.75 405 | 22.83 470 | 35.15 614 | 15.81 428 | 30.67 554 | 24.65 571 | 15.77 558 | 16.47 525 | 18.13 590 | 0.16 329 | 0.01 21 | 0.06 382 | 0.07 282 | 0.65 486 | 0.43 117 |
|
| CFNet-ft |   | 10.46 509 | 3.02 513 | 7.10 253 | 7.69 516 | 5.42 556 | 16.93 556 | 5.92 485 | 22.83 470 | 22.31 475 | 15.81 428 | 30.40 548 | 26.42 594 | 15.19 549 | 13.60 456 | 12.18 536 | 0.14 313 | 0.10 195 | 1.87 650 | 0.34 515 | 1.22 561 | 0.73 199 |
|
| z-ln-s-r |  | 15.70 610 | 7.13 623 | 42.53 690 | 5.88 376 | 5.57 566 | 14.47 496 | 13.18 634 | 22.93 472 | 38.31 635 | 19.68 525 | 44.92 685 | 23.85 565 | 18.42 597 | 23.81 631 | 30.69 682 | 0.37 439 | 0.02 56 | 0.00 1 | 0.01 152 | 1.15 556 | 1.16 336 |
|
| PSM-softLoss |  | 6.90 369 | 1.81 280 | 10.84 442 | 7.04 475 | 0.93 128 | 5.53 263 | 1.97 307 | 23.18 473 | 9.65 289 | 14.16 394 | 22.01 452 | 12.84 399 | 5.15 291 | 13.03 423 | 7.95 450 | 0.76 542 | 0.06 145 | 0.27 535 | 0.55 591 | 0.21 247 | 0.14 41 |
|
| KMStereo |  | 6.90 369 | 1.81 280 | 10.84 442 | 7.04 475 | 0.93 128 | 5.53 263 | 1.97 307 | 23.18 473 | 9.65 289 | 14.16 394 | 22.01 452 | 12.84 399 | 5.15 291 | 13.03 423 | 7.95 450 | 0.76 542 | 0.06 145 | 0.27 535 | 0.55 591 | 0.21 247 | 0.14 41 |
|
| AIO-Stereo-zeroshot |   | 7.75 415 | 3.47 540 | 14.99 546 | 5.34 319 | 7.99 648 | 7.13 358 | 0.96 140 | 23.20 475 | 10.00 297 | 11.29 332 | 17.31 369 | 18.44 505 | 9.03 424 | 13.19 436 | 5.77 395 | 0.06 186 | 1.01 526 | 0.12 461 | 1.51 655 | 1.49 578 | 2.74 598 |
|
| rvit_stereo_0075_2 |  | 9.46 470 | 4.16 564 | 20.27 617 | 12.15 651 | 8.82 665 | 5.72 280 | 4.24 423 | 23.21 476 | 18.05 419 | 12.37 344 | 28.80 524 | 16.10 459 | 8.43 409 | 14.57 482 | 8.89 471 | 0.58 502 | 0.34 302 | 0.52 578 | 0.08 294 | 0.44 399 | 1.41 388 |
|
| AACVNet |  | 11.24 532 | 3.71 553 | 11.56 472 | 9.45 575 | 3.35 422 | 11.67 446 | 4.88 452 | 23.23 477 | 14.00 356 | 28.19 640 | 29.90 542 | 30.39 621 | 18.03 594 | 20.04 585 | 13.22 551 | 0.50 483 | 0.21 254 | 0.23 523 | 0.07 282 | 0.75 513 | 1.52 416 |
|
| CASS |  | 8.64 443 | 2.03 347 | 8.60 323 | 8.71 557 | 1.59 239 | 15.02 512 | 2.75 364 | 23.27 478 | 18.58 432 | 16.29 435 | 22.78 459 | 13.42 416 | 13.68 521 | 13.07 432 | 7.66 441 | 1.18 615 | 0.05 116 | 0.13 469 | 0.01 152 | 0.75 513 | 3.24 619 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| DN-CSS_ROB |  | 8.72 447 | 3.49 541 | 16.63 575 | 6.74 451 | 3.39 427 | 6.20 320 | 3.43 396 | 23.40 479 | 22.03 471 | 17.46 473 | 30.28 546 | 9.33 331 | 8.32 405 | 14.71 486 | 6.36 420 | 0.91 571 | 0.00 1 | 0.45 569 | 0.00 1 | 0.65 486 | 0.70 190 |
|
| hitnet-ft |   | 12.59 566 | 3.03 516 | 7.87 298 | 7.49 508 | 4.20 478 | 27.41 652 | 3.75 405 | 23.41 480 | 24.15 498 | 21.14 557 | 34.12 611 | 31.93 634 | 19.74 617 | 20.28 589 | 18.13 590 | 0.54 496 | 1.45 643 | 0.35 559 | 0.09 302 | 1.26 564 | 1.41 388 |
|
| KYRaft |  | 9.17 466 | 1.39 174 | 7.74 291 | 7.07 480 | 1.03 141 | 8.05 386 | 7.90 547 | 23.72 481 | 9.22 283 | 21.43 562 | 31.08 560 | 22.52 552 | 8.03 398 | 12.21 375 | 3.16 266 | 0.10 274 | 0.02 56 | 0.05 365 | 0.67 602 | 0.46 412 | 17.51 724 |
|
| SA |  | 8.43 435 | 2.16 396 | 10.02 394 | 8.41 546 | 0.93 128 | 7.36 365 | 2.21 325 | 23.73 482 | 26.15 525 | 13.55 381 | 30.84 557 | 9.89 344 | 10.09 443 | 16.84 538 | 3.52 288 | 0.18 347 | 0.68 408 | 0.17 495 | 0.40 554 | 0.48 417 | 0.92 248 |
|
| GMM-Stereo |  | 8.44 436 | 1.27 144 | 7.36 275 | 6.64 442 | 2.56 365 | 10.00 406 | 9.29 572 | 23.79 483 | 11.33 316 | 17.96 488 | 29.59 536 | 17.14 475 | 7.59 389 | 11.77 349 | 4.61 348 | 0.13 308 | 0.01 21 | 0.24 527 | 0.94 620 | 0.49 426 | 6.14 664 |
|
| PFNet |  | 8.10 425 | 1.75 262 | 12.34 497 | 7.54 511 | 2.40 349 | 7.41 367 | 5.81 480 | 23.83 484 | 17.85 416 | 20.78 545 | 17.57 372 | 15.22 445 | 7.72 393 | 13.37 446 | 6.46 424 | 0.33 421 | 0.20 246 | 0.12 461 | 0.19 392 | 0.32 318 | 0.77 208 |
|
| MMNet |  | 13.55 588 | 2.82 497 | 13.90 525 | 7.63 512 | 6.36 611 | 26.45 646 | 4.63 441 | 24.00 485 | 42.67 659 | 26.25 622 | 33.12 595 | 20.98 534 | 19.45 615 | 20.14 587 | 19.49 604 | 0.75 539 | 0.54 363 | 0.11 456 | 0.01 152 | 0.53 437 | 1.10 318 |
|
| DDVS |  | 11.10 529 | 3.37 535 | 13.49 519 | 7.49 508 | 4.07 467 | 16.17 539 | 2.73 362 | 24.18 486 | 17.91 417 | 21.37 560 | 30.15 545 | 31.23 626 | 8.50 411 | 19.92 583 | 15.00 564 | 0.82 556 | 1.56 653 | 0.08 411 | 0.22 407 | 0.84 532 | 2.84 602 |
|
| SDNR |  | 16.80 619 | 5.88 603 | 30.01 659 | 6.39 415 | 6.53 613 | 57.67 735 | 3.15 379 | 24.30 487 | 31.49 575 | 21.50 563 | 36.56 629 | 14.69 434 | 16.76 575 | 19.14 576 | 14.45 558 | 11.12 719 | 14.00 734 | 3.11 673 | 0.51 580 | 8.86 684 | 9.92 701 |
|
| SCION-MonSter(vits) |   | 10.30 501 | 0.90 47 | 4.86 108 | 2.70 42 | 1.72 266 | 6.04 305 | 0.13 50 | 24.32 488 | 43.53 665 | 1.50 49 | 35.67 622 | 16.35 463 | 14.94 544 | 19.03 575 | 24.09 633 | 0.96 583 | 0.18 238 | 1.09 623 | 1.42 650 | 4.43 652 | 2.21 551 |
|
| R-Stereo Train |  | 7.33 395 | 1.62 224 | 9.31 360 | 6.80 459 | 2.33 343 | 7.57 371 | 5.36 465 | 24.47 489 | 7.63 229 | 16.40 440 | 33.07 592 | 12.42 389 | 5.52 310 | 8.06 188 | 5.23 371 | 0.05 146 | 0.05 116 | 0.01 263 | 0.00 1 | 0.12 173 | 0.56 150 |
|
| RAFT-Stereo |   | 7.33 395 | 1.62 224 | 9.31 360 | 6.80 459 | 2.33 343 | 7.57 371 | 5.36 465 | 24.47 489 | 7.63 229 | 16.40 440 | 33.07 592 | 12.42 389 | 5.52 310 | 8.06 188 | 5.23 371 | 0.05 146 | 0.05 116 | 0.01 263 | 0.00 1 | 0.12 173 | 0.56 150 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| iResNet |  | 11.06 528 | 4.16 564 | 16.83 577 | 7.89 530 | 2.23 334 | 15.59 521 | 9.17 570 | 24.49 491 | 29.14 553 | 20.78 545 | 31.13 562 | 16.87 472 | 11.58 470 | 15.45 506 | 12.50 545 | 0.64 524 | 0.05 116 | 0.02 308 | 0.10 311 | 0.79 520 | 1.71 441 |
|
| IPLGR |  | 7.48 398 | 1.61 221 | 14.03 528 | 4.92 282 | 1.30 193 | 10.30 415 | 1.20 159 | 24.52 492 | 22.59 478 | 16.71 454 | 18.84 393 | 8.44 318 | 7.49 385 | 9.62 260 | 6.34 419 | 0.26 398 | 0.05 116 | 0.05 365 | 0.06 269 | 0.37 357 | 0.93 255 |
|
| ac_64 |  | 11.57 543 | 2.13 385 | 11.77 478 | 8.79 559 | 5.51 563 | 19.40 587 | 6.29 495 | 24.72 493 | 15.20 374 | 23.50 590 | 24.91 477 | 33.07 643 | 16.82 576 | 19.33 578 | 17.78 588 | 0.53 489 | 0.15 228 | 0.02 308 | 0.03 215 | 0.35 339 | 1.03 300 |
|
| monster_256*512 |  | 6.06 331 | 1.89 305 | 6.13 178 | 5.70 358 | 3.35 422 | 5.43 253 | 7.17 525 | 24.92 494 | 14.80 367 | 7.98 284 | 10.76 293 | 12.47 391 | 7.55 387 | 7.51 165 | 4.05 316 | 0.07 218 | 0.00 1 | 0.00 1 | 0.02 197 | 0.45 405 | 0.93 255 |
|
| Selective-IGEV-i1 |  | 9.59 476 | 1.71 247 | 12.10 491 | 6.85 462 | 3.93 459 | 14.86 501 | 10.78 599 | 24.93 495 | 29.82 558 | 15.59 424 | 20.50 422 | 18.97 514 | 6.41 350 | 11.79 351 | 6.76 429 | 0.22 378 | 1.26 610 | 0.93 615 | 1.50 654 | 0.32 318 | 2.49 586 |
|
| ToySt |  | 11.51 541 | 2.48 469 | 17.84 591 | 6.10 388 | 2.09 313 | 16.11 535 | 12.36 625 | 25.07 496 | 28.25 547 | 15.22 411 | 25.16 482 | 25.51 585 | 15.98 562 | 17.63 558 | 15.46 568 | 0.19 360 | 1.08 553 | 0.04 353 | 0.31 497 | 0.66 491 | 2.67 593 |
|
| Anonymous3 |  | 10.07 491 | 4.14 563 | 31.49 665 | 9.77 585 | 5.11 538 | 25.00 631 | 11.85 619 | 25.20 497 | 19.24 440 | 10.80 327 | 14.78 340 | 7.92 308 | 8.68 415 | 14.40 475 | 6.12 405 | 3.25 666 | 1.40 632 | 0.08 411 | 0.06 269 | 0.81 525 | 1.30 365 |
|
| DMCA-RVC |   | 12.06 552 | 4.35 570 | 14.21 532 | 10.52 607 | 4.86 522 | 13.84 484 | 4.33 426 | 25.20 497 | 24.13 497 | 20.56 543 | 29.22 529 | 26.65 596 | 25.85 653 | 17.02 541 | 16.34 575 | 0.41 453 | 0.35 304 | 0.55 581 | 0.24 429 | 0.83 531 | 1.81 454 |
|
| cf-r |  | 10.67 519 | 2.34 442 | 9.77 383 | 6.17 393 | 5.79 577 | 12.94 468 | 5.14 455 | 25.21 499 | 27.86 543 | 17.84 483 | 32.03 577 | 25.81 587 | 15.91 560 | 12.22 376 | 12.56 546 | 0.17 336 | 0.19 245 | 0.05 365 | 0.06 269 | 0.59 464 | 0.72 196 |
|
| DispNO |  | 9.82 481 | 2.57 478 | 17.77 590 | 6.22 397 | 5.73 573 | 11.89 450 | 4.77 447 | 25.54 500 | 21.70 467 | 17.56 477 | 21.28 432 | 18.01 496 | 13.83 525 | 17.46 551 | 9.91 499 | 0.35 429 | 0.16 231 | 0.03 333 | 0.12 324 | 0.51 432 | 1.05 304 |
|
| Sa-1000 |  | 8.91 456 | 2.10 370 | 9.11 343 | 8.07 536 | 1.16 160 | 16.62 552 | 2.39 336 | 25.58 501 | 25.43 516 | 15.52 421 | 28.24 518 | 12.19 385 | 8.67 414 | 16.40 524 | 3.70 296 | 0.39 445 | 0.86 460 | 0.16 492 | 0.23 419 | 0.48 417 | 0.89 238 |
|
| CRFU-Net |  | 13.32 586 | 3.53 543 | 12.90 508 | 8.76 558 | 6.05 595 | 26.25 644 | 10.15 591 | 25.86 502 | 14.68 366 | 30.76 659 | 30.58 552 | 30.11 618 | 21.59 634 | 20.52 594 | 20.28 608 | 1.53 627 | 0.48 342 | 0.27 535 | 0.16 364 | 0.64 485 | 1.28 360 |
|
| DMCA |  | 8.96 458 | 2.60 482 | 11.84 482 | 5.61 337 | 4.25 482 | 11.09 436 | 4.36 429 | 25.89 503 | 20.23 449 | 17.10 465 | 20.96 428 | 17.55 487 | 11.92 484 | 11.47 332 | 12.27 539 | 0.60 512 | 0.09 183 | 0.35 559 | 0.05 255 | 0.48 417 | 0.57 157 |
|
| GCST |   | 37.71 732 | 41.51 737 | 27.28 649 | 92.08 774 | 36.49 739 | 24.16 624 | 0.99 142 | 26.00 504 | 20.14 447 | 26.34 623 | 15.80 351 | 19.97 525 | 4.67 266 | 17.54 553 | 5.83 400 | 80.93 773 | 35.32 751 | 87.67 779 | 74.76 764 | 73.87 764 | 42.93 747 |
|
| SuperB |  | 18.07 638 | 7.33 625 | 56.73 722 | 8.42 547 | 5.42 556 | 20.39 599 | 9.73 583 | 26.04 505 | 50.80 701 | 26.88 629 | 39.52 650 | 17.79 493 | 21.54 632 | 23.17 626 | 25.96 651 | 0.77 545 | 0.32 294 | 1.11 628 | 0.73 607 | 16.11 716 | 2.75 600 |
|
| DFGA-Net |  | 9.58 473 | 4.57 573 | 19.91 614 | 6.37 414 | 4.05 466 | 11.38 440 | 2.98 375 | 26.08 506 | 29.76 557 | 17.13 466 | 19.22 397 | 9.43 336 | 7.17 379 | 16.49 527 | 13.39 553 | 0.13 308 | 0.00 1 | 0.06 382 | 0.13 329 | 1.89 595 | 1.46 399 |
|
| gwcnet-sp |  | 10.26 498 | 3.56 545 | 15.31 552 | 6.59 433 | 4.30 485 | 15.71 523 | 5.71 475 | 26.09 507 | 25.15 510 | 21.68 564 | 21.77 437 | 15.01 440 | 16.42 569 | 15.21 502 | 10.76 515 | 0.12 300 | 0.20 246 | 0.02 308 | 0.09 302 | 0.63 480 | 0.86 226 |
|
| scenet |  | 10.26 498 | 3.56 545 | 15.31 552 | 6.59 433 | 4.30 485 | 15.71 523 | 5.71 475 | 26.09 507 | 25.15 510 | 21.68 564 | 21.77 437 | 15.01 440 | 16.42 569 | 15.21 502 | 10.76 515 | 0.12 300 | 0.20 246 | 0.02 308 | 0.09 302 | 0.63 480 | 0.86 226 |
|
| ssnet |  | 10.26 498 | 3.56 545 | 15.31 552 | 6.59 433 | 4.30 485 | 15.71 523 | 5.71 475 | 26.09 507 | 25.15 510 | 21.68 564 | 21.77 437 | 15.01 440 | 16.42 569 | 15.21 502 | 10.76 515 | 0.12 300 | 0.20 246 | 0.02 308 | 0.09 302 | 0.63 480 | 0.86 226 |
|
| MWDA-net |  | 12.07 553 | 2.65 488 | 15.89 566 | 7.18 491 | 5.33 549 | 16.95 559 | 9.64 580 | 26.24 510 | 34.75 608 | 25.98 617 | 29.83 541 | 17.76 490 | 19.92 619 | 17.29 546 | 8.70 469 | 0.39 445 | 0.37 308 | 0.02 308 | 0.06 269 | 0.53 437 | 1.89 474 |
|
| RAFT + AFF |  | 10.71 520 | 4.59 575 | 18.51 597 | 10.52 607 | 5.02 532 | 13.14 473 | 11.12 607 | 26.24 510 | 27.48 538 | 15.09 408 | 16.07 355 | 19.83 523 | 11.23 463 | 17.09 543 | 10.38 505 | 0.45 469 | 1.45 643 | 0.65 592 | 0.23 419 | 2.31 611 | 2.74 598 |
|
| BEATNet_4x |  | 10.11 493 | 5.82 600 | 14.80 539 | 6.14 390 | 1.55 235 | 13.87 486 | 5.98 488 | 26.24 510 | 18.35 421 | 16.53 444 | 25.41 485 | 18.01 496 | 13.78 524 | 18.01 561 | 12.39 540 | 0.48 475 | 0.18 238 | 0.81 607 | 0.11 319 | 2.02 600 | 1.70 440 |
|
| fast-acv-ft |  | 14.96 606 | 4.73 579 | 17.68 587 | 8.03 535 | 5.27 547 | 28.61 659 | 9.97 588 | 26.25 513 | 35.58 618 | 26.03 618 | 38.02 639 | 31.91 633 | 21.50 631 | 19.25 577 | 21.18 613 | 0.61 514 | 0.38 311 | 0.63 588 | 0.48 572 | 1.31 566 | 1.73 443 |
|
| AIO-test2 |  | 7.31 394 | 2.95 506 | 8.32 317 | 9.20 570 | 5.66 571 | 8.78 394 | 5.13 454 | 26.30 514 | 23.78 493 | 7.04 267 | 20.37 420 | 5.69 248 | 3.51 195 | 10.05 273 | 2.74 231 | 4.35 678 | 0.14 224 | 0.03 333 | 0.62 598 | 0.71 503 | 0.80 213 |
|
| IRAFT_RVC |  | 8.93 457 | 1.80 277 | 10.65 434 | 7.83 525 | 1.81 282 | 6.36 330 | 10.05 589 | 26.32 515 | 27.59 539 | 17.93 487 | 19.70 404 | 17.67 489 | 9.98 441 | 13.20 437 | 6.29 416 | 0.37 439 | 0.30 291 | 0.19 506 | 0.05 255 | 0.23 257 | 0.24 60 |
|
| LMCR-Stereo |   | 11.32 535 | 4.98 585 | 11.87 483 | 14.09 665 | 4.01 464 | 16.97 561 | 5.70 473 | 26.41 516 | 23.41 489 | 22.57 579 | 22.11 454 | 15.18 444 | 15.44 554 | 21.48 615 | 17.57 586 | 2.29 645 | 0.04 94 | 0.00 1 | 0.03 215 | 1.53 581 | 0.65 171 |
|
| acv_ft |  | 12.59 566 | 2.25 417 | 13.50 520 | 8.30 544 | 6.23 603 | 19.81 593 | 6.34 500 | 26.43 517 | 35.15 614 | 26.38 624 | 30.67 554 | 24.65 571 | 14.91 543 | 16.47 525 | 19.16 602 | 0.16 329 | 0.01 21 | 0.06 382 | 0.07 282 | 0.74 509 | 0.43 117 |
|
| FADNet-RVC-Resample |  | 12.31 555 | 5.22 588 | 32.28 668 | 10.14 593 | 4.08 469 | 14.97 510 | 6.98 523 | 26.54 518 | 24.42 502 | 23.72 592 | 29.31 530 | 19.87 524 | 15.01 545 | 16.26 520 | 10.61 512 | 0.65 525 | 0.52 356 | 0.48 573 | 0.54 587 | 1.52 580 | 3.09 615 |
|
| HCRNet |  | 9.13 464 | 1.82 288 | 8.73 327 | 14.95 676 | 5.22 545 | 10.66 426 | 2.49 344 | 26.57 519 | 18.64 433 | 16.31 436 | 25.51 486 | 18.42 504 | 11.15 460 | 13.53 450 | 7.25 437 | 0.10 274 | 0.04 94 | 0.10 435 | 0.02 197 | 0.27 291 | 0.76 206 |
|
| CoDeX |  | 9.58 473 | 2.12 378 | 10.82 441 | 6.52 426 | 3.76 445 | 16.55 550 | 6.82 516 | 26.62 520 | 25.63 520 | 17.50 474 | 25.62 487 | 14.70 435 | 11.81 482 | 12.82 412 | 7.88 448 | 0.42 459 | 0.20 246 | 0.15 482 | 0.02 197 | 0.36 351 | 1.28 360 |
|
| GwcNet-RSSM |  | 11.34 537 | 2.72 491 | 10.26 410 | 7.24 495 | 5.38 552 | 12.67 463 | 6.70 512 | 26.70 521 | 31.93 579 | 17.56 477 | 34.45 614 | 24.37 570 | 15.77 558 | 13.70 459 | 15.31 565 | 0.19 360 | 0.20 246 | 0.14 477 | 0.05 255 | 0.81 525 | 0.64 168 |
|
| ICVP |  | 10.54 516 | 2.11 374 | 7.49 277 | 9.62 580 | 3.41 428 | 13.85 485 | 6.34 500 | 26.81 522 | 23.24 483 | 16.90 456 | 31.76 573 | 27.31 603 | 12.81 502 | 12.18 373 | 12.47 544 | 1.59 628 | 0.58 380 | 0.19 506 | 0.13 329 | 0.63 480 | 1.45 396 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| EDNetEfficientorigin |  | 29.50 711 | 36.05 733 | 99.77 788 | 9.67 581 | 5.93 589 | 26.79 648 | 16.02 658 | 26.87 523 | 55.18 715 | 61.15 743 | 57.72 724 | 45.04 702 | 50.99 734 | 26.90 651 | 44.78 730 | 0.53 489 | 0.54 363 | 1.72 648 | 2.53 674 | 11.05 700 | 10.75 705 |
|
| MIPNet |  | 7.26 388 | 2.30 431 | 13.74 522 | 5.32 318 | 1.61 244 | 11.32 439 | 2.77 365 | 27.02 524 | 18.47 427 | 15.56 423 | 13.20 324 | 7.01 281 | 9.46 431 | 8.84 216 | 6.32 417 | 0.15 324 | 0.03 76 | 0.06 382 | 0.08 294 | 0.42 392 | 1.39 382 |
|
| CFNet_pseudo |  | 9.92 483 | 2.21 407 | 11.76 477 | 5.09 296 | 2.93 396 | 14.43 495 | 3.12 378 | 27.16 525 | 32.52 585 | 17.58 479 | 22.81 461 | 21.97 545 | 9.29 429 | 13.06 430 | 8.34 460 | 0.23 381 | 0.46 337 | 1.23 637 | 0.27 465 | 2.89 620 | 0.99 284 |
|
| rvit_105_1 |  | 14.11 602 | 6.23 610 | 22.11 634 | 13.74 664 | 4.55 506 | 15.38 517 | 28.19 720 | 27.21 526 | 43.35 664 | 19.53 522 | 24.36 474 | 22.05 546 | 15.96 561 | 18.37 567 | 12.70 547 | 2.27 644 | 0.58 380 | 0.26 532 | 2.37 673 | 0.70 499 | 2.20 549 |
|
| ccs_rob |  | 9.95 484 | 2.21 407 | 11.74 476 | 5.11 300 | 2.91 392 | 14.48 497 | 3.21 385 | 27.26 527 | 32.72 589 | 17.53 475 | 22.70 457 | 21.96 544 | 9.25 428 | 12.99 419 | 8.34 460 | 0.23 381 | 0.45 334 | 1.38 642 | 0.28 471 | 3.13 628 | 1.07 309 |
|
| GANet-RSSM |  | 10.17 494 | 2.02 345 | 8.21 310 | 7.09 482 | 5.57 566 | 13.17 474 | 7.29 533 | 27.27 528 | 19.65 443 | 15.81 428 | 28.83 525 | 26.18 591 | 16.33 566 | 14.58 484 | 9.28 488 | 0.25 394 | 0.27 277 | 0.16 492 | 0.04 236 | 0.65 486 | 0.72 196 |
|
| DANet |  | 17.51 627 | 8.91 647 | 27.61 650 | 14.94 675 | 7.48 632 | 22.67 614 | 5.66 471 | 27.33 529 | 26.64 529 | 32.62 672 | 36.27 627 | 37.40 669 | 30.07 677 | 31.65 673 | 26.09 652 | 1.30 620 | 1.46 645 | 2.33 660 | 0.53 584 | 3.54 639 | 5.69 658 |
| Z Ling, K Yang, J Li, Y Zhang, X Gao, L Luo, L Xie: Domain-adaptive modules for stereo matching network. Neurocomputing 2021 |
| SCION-MonSter |   | 17.56 628 | 7.23 624 | 21.98 631 | 13.10 661 | 8.69 663 | 37.15 695 | 5.87 484 | 27.41 530 | 47.53 683 | 19.88 529 | 46.76 690 | 18.67 507 | 19.23 612 | 23.78 630 | 32.28 687 | 0.98 586 | 0.23 259 | 6.48 691 | 5.09 698 | 5.86 668 | 2.95 610 |
|
| IER |  | 10.32 506 | 2.06 359 | 11.88 484 | 4.95 283 | 5.34 550 | 13.34 477 | 6.11 490 | 27.47 531 | 23.59 491 | 20.37 539 | 30.03 543 | 16.50 466 | 20.42 622 | 14.24 469 | 8.81 470 | 0.16 329 | 0.03 76 | 0.18 500 | 0.10 311 | 0.27 291 | 0.56 150 |
|
| test_sample3 |  | 9.46 470 | 2.24 413 | 11.38 461 | 5.72 360 | 2.79 383 | 18.29 578 | 5.20 461 | 27.54 532 | 21.43 460 | 18.03 490 | 21.98 451 | 16.47 465 | 11.22 462 | 13.58 454 | 9.99 500 | 0.24 386 | 0.96 487 | 0.05 365 | 0.17 369 | 0.47 415 | 1.39 382 |
|
| PSMNet-ADL |  | 10.30 501 | 2.32 437 | 7.83 295 | 9.69 582 | 4.44 496 | 16.04 530 | 4.16 420 | 27.57 533 | 25.08 508 | 15.16 409 | 19.04 395 | 25.28 584 | 13.63 520 | 16.49 527 | 15.33 566 | 0.86 563 | 0.81 441 | 0.01 263 | 0.04 236 | 0.33 326 | 1.81 454 |
|
| CBMV_ROB |  | 12.51 564 | 3.86 556 | 7.98 303 | 5.81 368 | 2.99 402 | 16.05 534 | 4.62 439 | 27.61 534 | 31.37 574 | 26.75 628 | 32.62 588 | 23.97 566 | 22.66 637 | 21.14 611 | 12.09 533 | 2.15 642 | 1.78 660 | 2.24 657 | 1.27 647 | 1.64 585 | 1.54 418 |
|
| DStereoRT |  | 15.11 607 | 3.13 520 | 12.14 494 | 10.85 621 | 5.50 560 | 19.00 586 | 6.55 505 | 27.62 535 | 28.26 549 | 16.32 437 | 24.94 479 | 11.64 368 | 14.90 542 | 17.44 549 | 10.77 519 | 1.61 632 | 1.40 632 | 58.44 750 | 26.72 739 | 0.60 470 | 4.44 641 |
|
| test_sample5 |  | 10.07 491 | 2.24 413 | 11.22 459 | 5.82 370 | 2.68 370 | 16.15 537 | 5.79 478 | 27.87 536 | 21.59 465 | 19.26 520 | 32.74 590 | 15.92 457 | 12.97 504 | 14.33 472 | 9.26 484 | 0.27 402 | 0.98 496 | 0.07 403 | 0.17 369 | 0.57 454 | 1.49 409 |
|
| DualNet |  | 10.19 496 | 2.24 413 | 11.22 459 | 5.82 370 | 2.68 370 | 16.15 537 | 5.79 478 | 27.87 536 | 21.59 465 | 20.28 531 | 34.11 609 | 15.92 457 | 12.97 504 | 14.33 472 | 9.26 484 | 0.27 402 | 0.98 496 | 0.07 403 | 0.17 369 | 0.57 454 | 1.49 409 |
|
| test_sample4 |  | 9.81 480 | 2.27 423 | 11.39 462 | 5.70 358 | 2.74 373 | 17.40 565 | 5.20 461 | 28.01 538 | 21.50 462 | 18.70 504 | 28.46 520 | 14.96 439 | 12.86 503 | 13.80 462 | 9.68 496 | 0.24 386 | 0.97 491 | 0.06 382 | 0.16 364 | 0.51 432 | 1.48 406 |
|
| iinet-f |  | 14.05 599 | 5.00 586 | 47.51 703 | 6.57 431 | 4.04 465 | 21.14 602 | 14.37 642 | 28.25 539 | 21.37 459 | 21.95 571 | 31.37 563 | 21.31 537 | 18.66 599 | 16.15 513 | 20.61 609 | 0.31 414 | 0.41 323 | 0.09 422 | 0.05 255 | 1.00 548 | 0.76 206 |
|
| G-Net |  | 21.66 666 | 9.10 649 | 39.39 683 | 15.85 681 | 9.60 676 | 51.00 725 | 16.73 664 | 28.32 540 | 31.17 572 | 38.99 696 | 43.24 674 | 33.26 647 | 32.09 687 | 28.50 659 | 26.50 656 | 4.74 681 | 3.92 707 | 3.60 678 | 1.02 633 | 8.42 683 | 7.86 682 |
|
| HSM-Net_RVC |   | 11.37 539 | 1.57 218 | 6.32 197 | 5.99 382 | 2.67 369 | 20.99 601 | 7.19 529 | 28.50 541 | 28.64 550 | 21.03 554 | 25.84 489 | 33.64 649 | 16.37 568 | 16.83 537 | 10.76 515 | 0.21 371 | 0.08 172 | 0.02 308 | 0.00 1 | 0.16 217 | 0.55 147 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| noway7 |  | 8.01 421 | 7.88 632 | 20.82 623 | 6.29 408 | 3.30 419 | 6.41 334 | 4.77 447 | 28.51 542 | 16.01 386 | 10.54 319 | 10.27 276 | 15.25 446 | 10.11 444 | 8.89 219 | 7.36 439 | 0.11 283 | 0.00 1 | 0.01 263 | 0.00 1 | 1.80 592 | 1.90 479 |
|
| pmcnn |  | 15.27 608 | 4.31 568 | 22.32 637 | 7.46 505 | 4.46 500 | 22.15 611 | 15.74 656 | 28.53 543 | 31.88 578 | 27.78 637 | 40.04 654 | 39.06 677 | 19.11 610 | 18.79 573 | 20.78 611 | 1.04 598 | 0.23 259 | 0.00 1 | 0.00 1 | 0.53 437 | 1.17 339 |
|
| CFNet_ucs |  | 10.56 517 | 2.15 391 | 12.88 506 | 5.55 333 | 4.11 472 | 15.24 516 | 3.93 412 | 28.55 544 | 32.41 583 | 18.70 504 | 24.95 480 | 22.99 554 | 9.66 437 | 14.22 468 | 8.13 455 | 0.29 410 | 0.84 452 | 1.63 647 | 0.23 419 | 3.43 637 | 1.31 367 |
|
| RP |  | 18.36 639 | 5.94 605 | 17.54 586 | 15.95 684 | 12.33 696 | 21.55 606 | 12.66 629 | 28.65 545 | 45.65 675 | 23.78 595 | 42.55 669 | 39.77 681 | 29.54 674 | 26.72 649 | 23.58 630 | 6.14 692 | 1.05 546 | 4.38 680 | 1.77 661 | 3.90 645 | 3.82 634 |
|
| UCFNet_RVC |  | 10.01 490 | 2.81 495 | 6.11 176 | 7.31 497 | 3.92 457 | 16.80 554 | 8.00 549 | 28.68 546 | 20.81 454 | 16.57 445 | 23.35 466 | 25.82 588 | 13.06 508 | 13.55 452 | 9.18 481 | 0.12 300 | 0.06 145 | 1.19 631 | 0.32 500 | 1.47 577 | 1.06 306 |
|
| delet |  | 13.26 585 | 2.43 462 | 12.99 511 | 8.45 548 | 6.26 607 | 22.40 612 | 10.83 602 | 28.78 547 | 38.76 639 | 20.39 541 | 30.36 547 | 20.85 532 | 17.67 592 | 22.97 624 | 19.13 601 | 0.14 313 | 0.45 334 | 0.19 506 | 0.08 294 | 0.78 517 | 1.24 354 |
|
| FADNet-RVC |  | 13.86 595 | 12.75 677 | 41.65 688 | 8.64 554 | 4.63 514 | 16.45 547 | 6.89 519 | 28.91 548 | 24.20 499 | 20.89 549 | 31.44 566 | 26.73 599 | 11.37 467 | 21.58 617 | 15.91 571 | 0.25 394 | 0.14 224 | 0.14 477 | 0.24 429 | 2.97 622 | 1.50 414 |
|
| LE_ROB |  | 23.59 684 | 4.64 578 | 16.84 578 | 8.59 552 | 3.05 405 | 33.01 680 | 18.53 683 | 28.96 549 | 67.40 753 | 70.71 756 | 55.67 723 | 48.44 715 | 48.90 731 | 26.06 645 | 37.98 703 | 0.44 464 | 0.24 266 | 0.27 535 | 0.54 587 | 0.49 426 | 0.98 282 |
|
| test_sample6 |  | 10.49 511 | 2.24 413 | 11.49 465 | 5.91 377 | 2.48 354 | 16.12 536 | 6.37 502 | 28.98 550 | 22.48 477 | 20.28 531 | 34.11 609 | 17.08 474 | 13.28 511 | 14.57 482 | 10.61 512 | 0.32 418 | 0.95 486 | 0.10 435 | 0.19 392 | 0.59 464 | 1.61 427 |
|
| CCAANet |  | 10.18 495 | 2.14 389 | 10.38 418 | 6.98 473 | 5.10 536 | 12.55 461 | 3.67 402 | 29.07 551 | 23.28 484 | 16.04 434 | 36.99 630 | 18.39 503 | 11.10 457 | 17.34 547 | 9.39 491 | 0.21 371 | 0.04 94 | 0.27 535 | 0.02 197 | 0.35 339 | 0.23 57 |
|
| StereoDRNet-Refined |  | 14.03 598 | 3.52 542 | 12.77 505 | 8.70 556 | 3.31 420 | 18.50 580 | 4.58 437 | 29.08 552 | 30.59 563 | 29.85 651 | 42.52 668 | 25.24 583 | 19.57 616 | 23.88 632 | 23.55 628 | 0.44 464 | 0.07 160 | 0.54 579 | 0.38 541 | 0.88 538 | 2.64 590 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| HBP-ISP |  | 13.07 579 | 8.80 646 | 8.99 337 | 8.11 539 | 4.55 506 | 13.48 480 | 6.60 507 | 29.09 553 | 30.50 562 | 21.33 559 | 36.14 624 | 16.62 467 | 19.42 613 | 20.92 604 | 12.81 548 | 3.63 670 | 2.61 686 | 7.18 699 | 4.12 688 | 3.74 642 | 2.69 595 |
|
| DualNet (step1) |  | 13.16 581 | 5.31 591 | 19.76 610 | 6.41 417 | 3.12 409 | 17.98 573 | 9.85 585 | 29.36 554 | 25.26 513 | 24.82 604 | 21.48 434 | 24.89 575 | 18.87 602 | 14.41 476 | 11.06 522 | 6.83 696 | 1.96 670 | 6.61 692 | 7.47 706 | 3.22 631 | 4.59 642 |
|
| test_sample9 |  | 15.79 613 | 5.31 591 | 19.76 610 | 6.41 417 | 3.12 409 | 17.98 573 | 9.85 585 | 29.36 554 | 25.26 513 | 24.82 604 | 21.48 434 | 24.89 575 | 18.87 602 | 21.03 605 | 22.11 616 | 6.83 696 | 36.75 752 | 6.61 692 | 7.47 706 | 3.22 631 | 4.59 642 |
|
| test_sample7 |  | 11.16 530 | 2.69 489 | 11.55 471 | 5.82 370 | 2.21 333 | 15.39 518 | 9.15 568 | 29.36 554 | 25.26 513 | 24.82 604 | 21.48 434 | 24.89 575 | 18.88 604 | 14.41 476 | 11.06 522 | 0.78 549 | 1.96 670 | 0.43 567 | 0.14 343 | 0.73 506 | 2.20 549 |
|
| AANet_RVC |  | 13.75 592 | 6.34 611 | 12.90 508 | 8.87 561 | 4.53 505 | 14.09 491 | 9.12 567 | 29.37 557 | 38.32 636 | 23.85 596 | 37.41 633 | 23.55 562 | 17.51 590 | 23.31 627 | 18.56 594 | 2.08 641 | 1.30 612 | 0.25 530 | 0.06 269 | 0.73 506 | 2.87 606 |
|
| UPFNet |  | 12.31 555 | 2.15 391 | 11.91 485 | 7.90 531 | 7.21 630 | 20.03 595 | 9.28 571 | 29.44 558 | 27.18 536 | 20.88 548 | 30.86 558 | 21.23 535 | 18.11 595 | 19.60 580 | 17.41 585 | 0.55 498 | 0.57 375 | 0.26 532 | 0.07 282 | 0.67 494 | 0.92 248 |
|
| CSP-Net |  | 13.41 587 | 3.62 550 | 11.03 452 | 6.62 438 | 4.07 467 | 25.76 639 | 9.61 579 | 29.66 559 | 27.14 535 | 29.97 653 | 33.42 599 | 29.84 613 | 17.23 582 | 20.64 595 | 16.03 574 | 1.12 606 | 0.41 323 | 0.03 333 | 0.00 1 | 0.75 513 | 1.29 363 |
|
| PSMNet-RSSM |  | 10.31 503 | 2.47 466 | 7.79 293 | 7.85 527 | 4.38 493 | 10.47 419 | 6.67 509 | 29.67 560 | 22.25 474 | 16.62 448 | 33.75 603 | 23.30 559 | 14.58 539 | 13.91 465 | 10.56 509 | 0.23 381 | 0.09 183 | 0.07 403 | 0.24 429 | 0.87 535 | 0.48 132 |
|
| FADNet_RVC |  | 12.44 562 | 6.19 609 | 40.86 686 | 7.04 475 | 3.69 440 | 11.30 437 | 4.17 421 | 29.67 560 | 27.67 540 | 18.20 495 | 26.04 490 | 13.47 417 | 17.15 580 | 16.85 539 | 14.95 563 | 0.99 587 | 0.75 427 | 0.60 585 | 1.32 648 | 4.18 647 | 3.62 627 |
|
| MSMDNet |  | 9.96 485 | 2.08 365 | 11.66 475 | 5.39 323 | 2.92 393 | 16.50 549 | 2.89 369 | 29.73 562 | 34.55 606 | 17.86 485 | 21.91 446 | 18.86 512 | 8.36 406 | 13.06 430 | 7.74 445 | 0.24 386 | 0.47 340 | 0.66 593 | 0.24 429 | 3.07 624 | 1.04 301 |
|
| PCWNet_CMD |  | 9.97 488 | 2.08 365 | 11.61 473 | 5.36 321 | 2.92 393 | 16.39 545 | 2.94 374 | 29.76 563 | 34.38 603 | 17.83 482 | 21.86 444 | 18.91 513 | 8.27 404 | 13.01 421 | 7.73 444 | 0.23 381 | 0.46 337 | 0.79 601 | 0.25 444 | 3.46 638 | 1.12 329 |
|
| ISRNet |  | 12.68 569 | 2.57 478 | 19.05 604 | 13.05 659 | 6.24 604 | 7.30 361 | 2.84 367 | 29.80 564 | 32.13 581 | 23.26 587 | 35.61 621 | 24.75 573 | 16.48 573 | 15.81 510 | 14.55 561 | 0.85 560 | 1.01 526 | 2.29 658 | 0.55 591 | 1.08 553 | 4.43 640 |
|
| G2L-Stereo |  | 10.65 518 | 2.78 493 | 11.19 457 | 7.63 512 | 4.24 481 | 8.87 396 | 9.35 573 | 29.83 565 | 23.03 481 | 19.75 526 | 26.33 498 | 23.15 558 | 12.08 485 | 16.39 522 | 16.43 577 | 0.34 427 | 0.04 94 | 0.09 422 | 0.01 152 | 0.41 383 | 1.05 304 |
|
| G2L-ROB |  | 9.96 485 | 2.29 426 | 9.59 376 | 6.06 385 | 4.08 469 | 12.02 453 | 7.60 541 | 29.90 566 | 18.79 435 | 20.31 537 | 22.15 455 | 22.44 550 | 13.11 509 | 17.47 552 | 12.03 532 | 0.03 86 | 0.01 21 | 0.01 263 | 0.02 197 | 0.27 291 | 1.07 309 |
|
| GANet-ADL |  | 8.73 448 | 2.80 494 | 9.48 371 | 7.87 528 | 2.77 381 | 12.88 467 | 5.29 463 | 29.97 567 | 25.61 519 | 14.50 397 | 16.64 364 | 17.02 473 | 7.60 390 | 11.61 345 | 8.01 452 | 0.51 487 | 0.40 316 | 0.10 435 | 0.12 324 | 0.77 516 | 0.70 190 |
|
| psmg |  | 10.36 508 | 1.86 296 | 9.14 350 | 5.58 335 | 4.12 474 | 15.74 527 | 7.65 542 | 30.05 568 | 23.28 484 | 21.80 568 | 26.26 494 | 22.14 547 | 13.58 518 | 14.72 487 | 9.53 493 | 0.36 433 | 0.13 216 | 0.17 495 | 0.04 236 | 0.44 399 | 0.67 175 |
|
| DLCB_ROB |  | 13.97 597 | 3.74 554 | 11.01 451 | 9.99 589 | 5.85 583 | 21.40 604 | 10.37 593 | 30.17 569 | 30.49 561 | 28.21 641 | 32.18 584 | 32.67 639 | 21.17 628 | 20.20 588 | 18.59 595 | 0.34 427 | 0.18 238 | 0.41 564 | 0.15 353 | 0.61 474 | 1.76 448 |
|
| TCMNet |  | 15.72 611 | 7.51 628 | 21.42 627 | 14.39 668 | 12.57 698 | 26.22 643 | 13.91 641 | 30.23 570 | 36.03 620 | 25.57 611 | 31.73 571 | 23.65 563 | 15.35 551 | 19.98 584 | 24.06 632 | 1.44 624 | 0.67 405 | 2.04 654 | 0.99 631 | 3.41 635 | 3.26 620 |
|
| HSM |  | 11.89 549 | 2.32 437 | 8.70 325 | 6.70 450 | 4.10 471 | 16.45 547 | 8.06 551 | 30.42 571 | 20.31 451 | 23.35 588 | 26.42 499 | 41.60 692 | 17.59 591 | 20.66 596 | 9.57 495 | 0.11 283 | 0.03 76 | 0.01 263 | 0.01 152 | 0.24 264 | 1.22 349 |
|
| NOSS_ROB |  | 11.76 547 | 4.63 577 | 8.14 309 | 7.46 505 | 2.92 393 | 17.82 571 | 10.55 595 | 30.45 572 | 34.08 602 | 16.37 438 | 19.97 409 | 23.14 557 | 16.31 564 | 18.22 566 | 10.67 514 | 2.98 661 | 1.84 662 | 3.39 677 | 1.64 660 | 2.24 607 | 2.37 572 |
|
| GwcNet-ADL |  | 8.81 452 | 2.00 338 | 10.21 405 | 7.70 519 | 2.82 385 | 6.99 354 | 7.05 524 | 30.58 573 | 26.21 527 | 15.71 425 | 17.65 373 | 13.93 424 | 6.83 373 | 13.90 464 | 11.43 526 | 0.49 479 | 0.76 433 | 0.01 263 | 0.01 152 | 0.55 448 | 1.46 399 |
|
| CBMV |   | 14.52 604 | 4.59 575 | 9.99 393 | 6.61 437 | 2.85 387 | 22.76 615 | 12.45 626 | 30.63 574 | 33.32 592 | 31.98 665 | 35.00 619 | 31.68 629 | 19.43 614 | 26.53 648 | 16.71 581 | 1.28 619 | 0.61 387 | 0.63 588 | 0.12 324 | 1.26 564 | 1.89 474 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| w-ln-seven-2 |  | 18.44 641 | 8.73 645 | 43.71 694 | 11.92 644 | 6.91 623 | 24.43 625 | 13.73 639 | 30.66 575 | 41.21 652 | 29.15 647 | 43.29 676 | 30.86 624 | 29.28 671 | 23.47 628 | 24.59 640 | 0.99 587 | 1.11 568 | 0.64 590 | 0.17 369 | 1.63 583 | 2.26 556 |
|
| RT-IGEV |  | 11.29 534 | 1.98 332 | 13.89 524 | 6.68 446 | 2.74 373 | 23.76 621 | 14.86 650 | 30.79 576 | 25.77 521 | 22.30 575 | 20.26 414 | 24.90 578 | 14.02 533 | 13.76 461 | 5.65 390 | 0.19 360 | 0.99 512 | 0.05 365 | 0.73 607 | 0.53 437 | 1.88 471 |
|
| SMFormer |  | 11.03 526 | 1.90 309 | 14.85 540 | 4.89 275 | 1.48 220 | 14.92 505 | 3.21 385 | 31.03 577 | 30.74 565 | 20.28 531 | 29.37 531 | 18.33 499 | 14.54 535 | 16.56 529 | 14.46 559 | 0.41 453 | 1.20 596 | 0.28 543 | 0.24 429 | 0.45 405 | 1.47 403 |
|
| tta |  | 11.03 526 | 1.90 309 | 14.85 540 | 4.89 275 | 1.48 220 | 14.92 505 | 3.21 385 | 31.03 577 | 30.73 564 | 20.28 531 | 29.37 531 | 18.33 499 | 14.54 535 | 16.56 529 | 14.46 559 | 0.41 453 | 1.20 596 | 0.28 543 | 0.24 429 | 0.39 374 | 1.60 424 |
|
| qqq1 |  | 10.51 512 | 1.90 309 | 14.85 540 | 4.89 275 | 1.48 220 | 14.92 505 | 3.21 385 | 31.03 577 | 30.74 565 | 20.28 531 | 29.37 531 | 18.33 499 | 14.54 535 | 16.56 529 | 4.42 340 | 0.41 453 | 1.20 596 | 0.00 1 | 0.14 343 | 0.39 374 | 1.60 424 |
|
| fff1 |  | 10.51 512 | 1.90 309 | 14.85 540 | 4.89 275 | 1.48 220 | 14.92 505 | 3.21 385 | 31.03 577 | 30.74 565 | 20.28 531 | 29.37 531 | 18.33 499 | 14.54 535 | 16.56 529 | 4.42 340 | 0.41 453 | 1.20 596 | 0.00 1 | 0.14 343 | 0.39 374 | 1.60 424 |
|
| Wz-Net-LNSev-Ref |  | 16.12 615 | 4.56 572 | 29.46 656 | 7.78 523 | 6.11 598 | 26.08 641 | 13.01 633 | 31.08 581 | 37.61 628 | 27.66 634 | 46.96 694 | 29.92 614 | 15.40 552 | 21.54 616 | 22.39 618 | 1.09 602 | 0.05 116 | 0.10 435 | 0.00 1 | 0.43 396 | 1.21 348 |
|
| SFCPSM |  | 9.16 465 | 1.72 255 | 12.32 496 | 5.64 341 | 3.51 434 | 16.58 551 | 6.93 520 | 31.11 582 | 26.15 525 | 17.05 464 | 20.08 410 | 11.05 361 | 9.94 440 | 12.55 401 | 6.05 401 | 0.36 433 | 0.17 235 | 0.37 561 | 0.22 407 | 0.40 379 | 1.01 288 |
|
| DSFCA |  | 12.44 562 | 3.00 510 | 14.87 544 | 6.04 384 | 7.03 626 | 17.06 563 | 10.86 603 | 31.11 582 | 32.12 580 | 26.41 625 | 23.81 470 | 22.37 549 | 15.13 548 | 21.13 610 | 13.53 554 | 0.95 582 | 0.66 399 | 0.28 543 | 0.38 541 | 1.21 560 | 0.77 208 |
|
| STTStereo |  | 13.60 589 | 5.63 598 | 28.73 655 | 8.07 536 | 5.65 570 | 13.97 488 | 7.17 525 | 31.25 584 | 26.70 532 | 25.59 612 | 32.06 582 | 31.71 631 | 14.71 540 | 17.24 545 | 16.46 579 | 0.29 410 | 0.40 316 | 0.71 595 | 1.43 652 | 1.31 566 | 2.82 601 |
|
| DLNR_Zeroshot_test |   | 27.91 706 | 51.88 740 | 91.97 775 | 98.26 783 | 97.92 785 | 3.07 73 | 0.49 94 | 31.27 585 | 8.33 257 | 8.40 287 | 15.66 348 | 7.22 287 | 1.66 111 | 12.16 371 | 4.82 358 | 40.46 743 | 1.87 665 | 0.06 382 | 0.33 510 | 80.45 768 | 1.99 508 |
|
| DISCO |  | 16.93 620 | 2.58 480 | 17.15 583 | 8.26 542 | 4.37 492 | 27.65 654 | 10.68 597 | 31.28 586 | 44.93 674 | 22.21 574 | 34.47 615 | 36.48 666 | 23.91 639 | 36.14 687 | 34.48 693 | 0.35 429 | 0.11 205 | 0.04 353 | 0.07 282 | 1.95 597 | 1.40 385 |
|
| CFNet |  | 11.23 531 | 3.41 537 | 10.68 435 | 7.08 481 | 4.22 479 | 17.38 564 | 4.83 451 | 31.29 587 | 31.29 573 | 19.15 517 | 26.85 503 | 24.06 567 | 13.75 522 | 16.23 516 | 12.22 538 | 0.26 398 | 0.05 116 | 0.44 568 | 0.09 302 | 0.92 539 | 0.41 111 |
|
| DDUNet |  | 23.49 682 | 20.59 708 | 17.13 582 | 24.58 713 | 22.45 728 | 24.86 629 | 17.96 679 | 31.42 588 | 31.06 570 | 29.59 649 | 37.81 636 | 37.85 673 | 26.39 656 | 25.77 643 | 18.74 598 | 18.99 730 | 8.10 728 | 26.65 734 | 11.80 726 | 19.41 723 | 18.58 727 |
|
| coex-ft |  | 31.29 717 | 39.15 736 | 93.51 777 | 9.71 584 | 5.77 576 | 36.25 692 | 26.79 716 | 31.43 589 | 59.45 733 | 73.35 760 | 58.73 727 | 45.49 704 | 48.48 730 | 30.19 667 | 46.52 734 | 1.59 628 | 1.71 659 | 0.94 616 | 0.97 629 | 9.43 687 | 6.35 668 |
|
| MyStereo05 |  | 9.63 478 | 2.25 417 | 10.26 410 | 6.69 447 | 4.74 518 | 7.75 376 | 9.60 575 | 31.51 590 | 41.00 649 | 17.45 472 | 13.02 322 | 10.28 351 | 12.27 492 | 14.74 490 | 7.68 443 | 0.09 257 | 1.32 618 | 0.02 308 | 0.26 450 | 0.84 532 | 0.92 248 |
|
| Hybrid-DGEV-2 |  | 8.65 444 | 3.04 517 | 9.44 369 | 8.90 565 | 1.18 166 | 10.81 430 | 1.04 146 | 31.56 591 | 27.89 545 | 13.79 388 | 17.07 368 | 12.07 384 | 16.60 574 | 12.30 382 | 5.66 392 | 0.07 218 | 0.10 195 | 0.00 1 | 0.05 255 | 0.29 305 | 1.17 339 |
|
| GEStereo_RVC |  | 13.23 584 | 3.13 520 | 15.23 548 | 10.33 602 | 4.95 528 | 18.92 584 | 11.46 615 | 31.58 592 | 48.03 687 | 20.51 542 | 27.68 510 | 19.00 515 | 13.31 512 | 20.44 592 | 16.01 573 | 1.15 610 | 0.51 353 | 0.10 435 | 0.14 343 | 0.67 494 | 1.47 403 |
|
| coex_refinement |  | 12.03 550 | 2.30 431 | 8.72 326 | 8.56 551 | 5.30 548 | 16.95 559 | 7.17 525 | 31.75 593 | 32.48 584 | 18.92 513 | 31.46 567 | 25.97 590 | 12.98 506 | 14.55 481 | 21.39 615 | 0.33 421 | 0.06 145 | 0.02 308 | 0.10 311 | 0.49 426 | 1.18 344 |
|
| ADCRef |  | 18.01 636 | 8.01 636 | 44.10 695 | 10.75 614 | 8.85 666 | 27.18 651 | 11.06 605 | 31.77 594 | 34.40 604 | 31.90 664 | 42.45 667 | 18.79 510 | 21.55 633 | 25.18 641 | 35.17 696 | 1.03 596 | 0.42 329 | 2.18 656 | 1.79 662 | 1.38 571 | 2.27 559 |
|
| DLNR-FE |  | 27.94 707 | 51.88 740 | 92.05 776 | 98.26 783 | 97.81 784 | 3.06 71 | 0.49 94 | 31.86 595 | 8.33 257 | 8.42 288 | 15.65 347 | 7.22 287 | 1.66 111 | 12.17 372 | 4.82 358 | 40.33 742 | 1.88 666 | 0.06 382 | 0.33 510 | 80.59 769 | 1.99 508 |
|
| HGLStereo |  | 13.21 583 | 3.45 538 | 14.01 527 | 10.32 601 | 7.72 642 | 15.72 526 | 7.19 529 | 31.94 596 | 28.12 546 | 20.83 547 | 36.16 626 | 26.61 595 | 20.82 624 | 18.74 571 | 19.63 605 | 1.01 591 | 0.22 257 | 0.07 403 | 0.08 294 | 0.59 464 | 1.00 286 |
|
| test_xeample |   | 12.39 560 | 2.09 367 | 10.36 415 | 5.73 361 | 3.06 406 | 18.17 577 | 6.27 494 | 31.98 597 | 24.37 501 | 18.78 508 | 33.92 607 | 19.09 517 | 16.00 563 | 14.60 485 | 39.03 711 | 0.19 360 | 1.32 618 | 0.01 263 | 0.33 510 | 0.36 351 | 2.04 519 |
|
| ADCL |  | 22.44 676 | 7.79 630 | 49.20 705 | 10.61 612 | 7.28 631 | 40.40 709 | 21.03 692 | 32.07 598 | 55.07 713 | 28.53 642 | 48.73 697 | 31.68 629 | 31.69 685 | 34.04 680 | 38.38 705 | 1.22 616 | 0.93 481 | 2.65 668 | 1.89 665 | 2.65 615 | 2.94 608 |
|
| iResNet_ROB |  | 12.41 561 | 3.19 523 | 12.39 499 | 6.63 439 | 3.72 441 | 16.98 562 | 2.64 353 | 32.29 599 | 38.58 638 | 26.93 630 | 33.73 602 | 26.24 592 | 17.40 586 | 17.36 548 | 8.95 472 | 0.33 421 | 0.01 21 | 0.00 1 | 0.00 1 | 0.40 379 | 0.35 87 |
|
| AnyNet_C32 |  | 24.34 687 | 15.07 687 | 42.84 691 | 13.07 660 | 11.83 691 | 31.80 675 | 31.73 728 | 32.47 600 | 45.77 677 | 35.92 686 | 49.66 701 | 34.05 652 | 35.21 695 | 44.09 722 | 43.39 726 | 1.61 632 | 1.70 658 | 1.22 636 | 2.94 678 | 4.87 657 | 7.60 679 |
|
| MyStereo04 |  | 9.58 473 | 2.38 454 | 10.28 412 | 6.63 439 | 4.77 520 | 6.47 338 | 9.60 575 | 32.50 601 | 42.15 656 | 14.59 401 | 12.10 313 | 11.92 379 | 11.87 483 | 14.80 494 | 8.14 456 | 0.09 257 | 1.33 622 | 0.03 333 | 0.32 500 | 0.74 509 | 0.93 255 |
|
| PA-Net |  | 16.98 621 | 8.05 637 | 29.56 658 | 10.52 607 | 11.30 688 | 21.91 610 | 29.93 724 | 32.64 602 | 39.50 641 | 20.38 540 | 28.51 522 | 23.80 564 | 20.82 624 | 21.45 614 | 25.60 646 | 0.25 394 | 2.36 683 | 0.23 523 | 4.99 695 | 1.34 570 | 6.47 670 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| test_sample8 |  | 17.93 634 | 5.31 591 | 19.76 610 | 6.41 417 | 3.12 409 | 17.98 573 | 9.85 585 | 32.68 603 | 20.05 446 | 33.68 678 | 26.30 495 | 40.74 686 | 34.14 693 | 21.03 605 | 22.11 616 | 6.83 696 | 36.75 752 | 6.61 692 | 7.47 706 | 3.22 631 | 4.59 642 |
|
| AdaStereo |  | 10.85 524 | 4.57 573 | 10.79 438 | 9.59 579 | 3.46 431 | 17.49 566 | 6.29 495 | 32.70 604 | 26.07 524 | 19.04 515 | 26.55 500 | 19.60 522 | 10.12 445 | 17.71 559 | 10.38 505 | 1.00 589 | 0.05 116 | 0.42 565 | 0.02 197 | 0.70 499 | 0.46 127 |
| 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. |
| xxx |   | 11.59 544 | 2.34 442 | 12.99 511 | 6.28 404 | 3.81 449 | 12.43 457 | 7.47 537 | 32.75 605 | 28.92 551 | 16.64 450 | 32.03 577 | 17.29 477 | 11.78 478 | 17.54 553 | 24.30 634 | 0.24 386 | 1.21 602 | 0.80 603 | 0.37 531 | 0.65 486 | 1.89 474 |
|
| mmx |  | 11.59 544 | 2.34 442 | 12.99 511 | 6.28 404 | 3.81 449 | 12.43 457 | 7.47 537 | 32.76 606 | 28.92 551 | 16.64 450 | 32.03 577 | 17.29 477 | 11.78 478 | 17.54 553 | 24.30 634 | 0.24 386 | 1.21 602 | 0.80 603 | 0.37 531 | 0.65 486 | 1.89 474 |
|
| AANet |  | 26.03 701 | 27.00 722 | 71.71 750 | 8.86 560 | 7.85 646 | 26.11 642 | 11.58 617 | 32.77 607 | 57.18 725 | 56.48 729 | 52.01 706 | 47.62 712 | 41.29 715 | 26.32 647 | 37.01 700 | 3.31 667 | 1.59 655 | 1.01 620 | 0.62 598 | 4.17 646 | 6.10 663 |
|
| Selective-IGEV-i16pb |  | 12.75 571 | 2.16 396 | 18.89 603 | 7.00 474 | 2.16 327 | 35.35 689 | 10.60 596 | 32.86 608 | 36.33 622 | 14.92 404 | 26.97 504 | 19.40 518 | 10.85 451 | 16.60 534 | 13.23 552 | 2.56 653 | 1.00 520 | 0.51 577 | 0.95 625 | 1.16 558 | 1.45 396 |
|
| YMNet |  | 16.35 616 | 6.51 614 | 23.16 641 | 11.45 634 | 8.85 666 | 25.42 634 | 8.89 560 | 32.99 609 | 32.63 587 | 34.40 681 | 39.12 648 | 34.27 655 | 17.43 587 | 20.90 601 | 22.93 622 | 0.93 575 | 1.30 612 | 1.21 633 | 0.94 620 | 1.77 590 | 1.81 454 |
|
| YMNet_1 |  | 16.35 616 | 6.51 614 | 23.16 641 | 11.45 634 | 8.85 666 | 25.42 634 | 8.89 560 | 32.99 609 | 32.63 587 | 34.40 681 | 39.12 648 | 34.27 655 | 17.43 587 | 20.90 601 | 22.93 622 | 0.93 575 | 1.30 612 | 1.21 633 | 0.94 620 | 1.77 590 | 1.81 454 |
|
| ETE_ROB |  | 18.45 642 | 10.71 655 | 20.90 624 | 14.23 667 | 4.92 525 | 23.28 619 | 22.01 694 | 33.00 611 | 36.14 621 | 30.68 658 | 39.03 647 | 46.10 707 | 26.28 654 | 27.52 654 | 26.22 653 | 0.53 489 | 0.49 345 | 1.16 630 | 0.94 620 | 1.69 587 | 3.07 614 |
|
| ADLNet2 |  | 12.99 576 | 2.94 505 | 14.18 530 | 9.57 578 | 5.96 590 | 20.23 598 | 10.41 594 | 33.05 612 | 37.61 628 | 19.46 521 | 19.74 406 | 22.46 551 | 18.63 598 | 22.37 622 | 20.76 610 | 0.37 439 | 0.15 228 | 0.06 382 | 0.08 294 | 1.04 551 | 0.72 196 |
|
| SACVNet |  | 14.10 601 | 5.24 589 | 14.19 531 | 12.11 649 | 6.12 599 | 18.45 579 | 9.11 566 | 33.13 613 | 22.94 480 | 28.79 644 | 33.88 606 | 32.69 640 | 23.78 638 | 20.91 603 | 12.13 535 | 1.08 600 | 0.54 363 | 0.84 610 | 0.48 572 | 1.41 573 | 4.26 638 |
|
| G2L-Stereo_test |  | 11.01 525 | 2.34 442 | 9.34 362 | 5.12 302 | 4.31 488 | 12.30 455 | 13.21 635 | 33.14 614 | 23.33 488 | 23.77 594 | 25.10 481 | 21.80 542 | 13.91 529 | 16.39 522 | 14.37 557 | 0.09 257 | 0.06 145 | 0.01 263 | 0.02 197 | 0.38 369 | 1.16 336 |
|
| S-Stereo |  | 17.36 625 | 4.46 571 | 22.16 635 | 12.58 655 | 9.10 672 | 23.07 617 | 12.60 628 | 33.18 615 | 46.12 679 | 22.78 581 | 38.67 646 | 29.04 609 | 27.48 661 | 19.40 579 | 23.90 631 | 3.14 665 | 3.13 695 | 0.88 612 | 1.95 667 | 3.77 643 | 9.86 700 |
|
| WCMA_ROB |  | 21.17 663 | 5.89 604 | 22.32 637 | 10.39 604 | 7.65 639 | 34.55 686 | 16.42 663 | 33.20 616 | 34.02 601 | 42.06 704 | 52.50 709 | 44.09 699 | 37.59 702 | 33.66 679 | 26.77 657 | 7.45 703 | 3.18 696 | 1.27 640 | 1.43 652 | 4.18 647 | 4.81 646 |
|
| CVANet_RVC |  | 14.09 600 | 4.82 582 | 10.86 444 | 9.46 576 | 5.60 569 | 19.70 592 | 12.94 632 | 33.38 617 | 34.86 610 | 23.72 592 | 33.31 596 | 29.76 611 | 16.35 567 | 24.37 634 | 12.45 543 | 1.22 616 | 0.23 259 | 1.45 643 | 0.87 618 | 3.41 635 | 3.01 611 |
|
| SQANet |  | 22.07 672 | 25.29 721 | 21.78 630 | 26.81 716 | 18.92 723 | 30.75 671 | 10.25 592 | 33.47 618 | 30.10 559 | 25.73 613 | 34.31 613 | 33.45 648 | 19.94 620 | 29.16 662 | 20.03 607 | 11.68 720 | 3.08 694 | 26.95 735 | 5.80 703 | 20.97 726 | 12.99 712 |
|
| NLCA_NET_v2_RVC |  | 12.58 565 | 4.09 561 | 18.25 595 | 8.26 542 | 5.83 582 | 14.72 500 | 5.85 482 | 33.49 619 | 27.86 543 | 22.14 573 | 32.16 583 | 24.94 580 | 14.01 532 | 16.19 514 | 16.82 582 | 0.90 569 | 0.35 304 | 0.37 561 | 0.58 595 | 1.51 579 | 3.31 621 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhidong Zhu, Bo Li, and Renjie He.: NLCA-Net: A non-local context attention network for stereo matching. |
| psmorigin |  | 21.56 665 | 11.18 660 | 36.59 679 | 10.19 594 | 7.08 627 | 25.30 633 | 12.35 623 | 33.52 620 | 33.12 591 | 43.62 708 | 54.15 718 | 42.72 696 | 37.44 701 | 36.87 698 | 28.98 672 | 1.65 634 | 2.78 690 | 0.81 607 | 1.19 642 | 3.62 640 | 8.10 686 |
|
| ADCPNet |  | 22.75 679 | 10.94 657 | 58.96 729 | 12.24 653 | 7.57 635 | 37.33 696 | 20.08 690 | 33.89 621 | 37.37 626 | 33.49 677 | 44.32 681 | 39.36 680 | 28.43 666 | 32.19 675 | 38.55 707 | 2.25 643 | 2.69 689 | 2.37 663 | 3.59 683 | 4.33 650 | 5.01 650 |
|
| ADLNet |  | 12.84 574 | 2.93 504 | 11.94 487 | 8.87 561 | 6.88 621 | 17.96 572 | 8.85 559 | 34.12 622 | 26.67 531 | 27.81 639 | 26.24 493 | 26.84 601 | 15.04 546 | 17.54 553 | 19.94 606 | 0.59 508 | 0.58 380 | 0.24 527 | 0.11 319 | 0.80 524 | 2.85 604 |
|
| 222 |  | 13.07 579 | 1.99 334 | 10.74 437 | 6.56 429 | 2.74 373 | 19.95 594 | 2.54 347 | 34.13 623 | 24.42 502 | 22.52 578 | 31.39 564 | 20.78 531 | 16.99 578 | 14.31 471 | 48.07 738 | 0.16 329 | 1.33 622 | 0.01 263 | 0.32 500 | 0.37 357 | 2.02 513 |
|
| BUS |  | 9.86 482 | 1.86 296 | 9.14 350 | 7.14 484 | 4.12 474 | 19.47 589 | 2.69 358 | 34.15 624 | 23.28 484 | 18.82 509 | 21.95 448 | 14.37 429 | 11.63 474 | 14.72 487 | 12.39 540 | 0.36 433 | 0.13 216 | 0.15 482 | 0.04 236 | 0.37 357 | 0.46 127 |
|
| BSDual-CNN |  | 10.33 507 | 1.86 296 | 9.14 350 | 7.14 484 | 4.12 474 | 15.83 528 | 8.93 562 | 34.15 624 | 23.28 484 | 18.82 509 | 21.95 448 | 22.14 547 | 13.58 518 | 14.72 487 | 9.53 493 | 0.36 433 | 0.13 216 | 0.15 482 | 0.04 236 | 0.37 357 | 0.46 127 |
|
| hknet |  | 10.77 521 | 1.95 323 | 11.80 479 | 7.14 484 | 3.83 453 | 15.83 528 | 8.93 562 | 34.15 624 | 22.70 479 | 18.82 509 | 21.95 448 | 23.13 556 | 17.03 579 | 16.94 540 | 9.85 498 | 0.28 405 | 0.13 216 | 0.15 482 | 0.04 236 | 0.37 357 | 0.46 127 |
|
| ADCP+ |  | 18.93 645 | 5.83 601 | 35.35 676 | 9.85 586 | 10.36 681 | 29.49 665 | 13.65 638 | 34.22 627 | 37.75 630 | 30.02 654 | 41.45 660 | 24.18 568 | 26.43 658 | 34.71 681 | 36.58 699 | 0.27 402 | 0.40 316 | 2.00 653 | 1.19 642 | 2.31 611 | 2.66 591 |
|
| raft_robust |  | 8.39 433 | 2.81 495 | 7.62 285 | 6.32 411 | 1.17 162 | 5.47 256 | 0.82 128 | 34.37 628 | 35.49 616 | 18.40 499 | 20.25 413 | 7.24 290 | 5.51 309 | 15.77 509 | 3.40 282 | 0.11 283 | 1.10 563 | 0.00 1 | 0.50 578 | 0.33 326 | 1.19 345 |
|
| UNet |  | 13.18 582 | 2.47 466 | 14.45 534 | 7.45 503 | 7.82 645 | 26.01 640 | 4.67 443 | 34.38 629 | 29.42 555 | 20.90 550 | 31.81 574 | 26.68 597 | 18.98 605 | 21.08 609 | 15.56 569 | 0.21 371 | 0.06 145 | 0.27 535 | 0.09 302 | 0.37 357 | 1.01 288 |
|
| iResNetv2_ROB |  | 12.78 572 | 4.09 561 | 15.60 557 | 6.44 424 | 3.75 444 | 14.86 501 | 7.17 525 | 34.46 630 | 37.12 624 | 26.06 619 | 34.81 618 | 29.76 611 | 16.32 565 | 14.77 492 | 7.67 442 | 0.31 414 | 0.03 76 | 0.12 461 | 0.01 152 | 0.94 542 | 1.23 352 |
|
| MEA-ACV |  | 12.78 572 | 1.79 273 | 15.43 556 | 7.12 483 | 2.06 310 | 14.96 509 | 4.72 445 | 34.53 631 | 39.77 643 | 22.64 580 | 33.95 608 | 21.60 540 | 21.47 630 | 18.68 570 | 13.17 550 | 0.44 464 | 0.50 352 | 0.03 333 | 0.10 311 | 0.49 426 | 2.07 526 |
|
| MSMD_ROB |  | 23.50 683 | 10.55 653 | 15.65 562 | 17.87 691 | 10.07 679 | 35.58 690 | 19.04 685 | 34.53 631 | 37.81 631 | 41.55 703 | 60.11 729 | 46.01 706 | 39.81 710 | 32.74 677 | 24.92 642 | 6.86 699 | 3.63 702 | 8.92 707 | 11.16 725 | 7.21 674 | 5.99 662 |
|
| xxxx |  | 12.60 568 | 2.03 347 | 10.79 438 | 6.18 395 | 2.86 388 | 21.84 609 | 3.02 376 | 34.55 633 | 25.46 517 | 16.39 439 | 31.58 570 | 26.87 602 | 14.75 541 | 14.00 467 | 37.45 702 | 0.21 371 | 1.36 627 | 0.01 263 | 0.32 500 | 0.35 339 | 2.07 526 |
|
| SGM-Forest |  | 13.63 590 | 2.55 477 | 8.22 311 | 6.30 410 | 2.16 327 | 23.84 623 | 11.13 608 | 34.68 634 | 32.40 582 | 27.27 632 | 33.02 591 | 30.08 617 | 17.82 593 | 22.13 620 | 15.40 567 | 1.66 635 | 0.32 294 | 0.88 612 | 0.03 215 | 0.79 520 | 1.93 482 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| Wz-Net-LNSev |  | 19.04 647 | 11.48 664 | 43.55 693 | 10.82 617 | 8.01 650 | 24.96 630 | 17.46 675 | 34.72 635 | 44.36 670 | 33.43 676 | 44.72 684 | 32.54 637 | 24.13 640 | 21.64 618 | 24.38 637 | 0.93 575 | 0.22 257 | 0.00 1 | 0.03 215 | 1.44 576 | 1.99 508 |
|
| RASNet |  | 12.38 559 | 2.58 480 | 12.48 502 | 6.76 453 | 5.97 591 | 16.37 544 | 6.74 513 | 34.99 636 | 22.20 472 | 17.44 471 | 33.11 594 | 22.81 553 | 24.84 644 | 20.33 590 | 18.27 593 | 1.16 611 | 0.05 116 | 0.06 382 | 0.01 152 | 0.27 291 | 1.06 306 |
|
| Wz-Net-MNSev |  | 19.84 654 | 7.55 629 | 35.79 677 | 10.79 616 | 7.51 634 | 38.96 704 | 18.39 682 | 35.08 637 | 44.72 672 | 31.28 661 | 41.70 663 | 41.18 690 | 20.49 623 | 28.41 658 | 30.13 681 | 0.96 583 | 0.36 307 | 0.05 365 | 0.13 329 | 1.70 588 | 1.64 430 |
|
| PWCDC_ROB |   | 18.66 643 | 11.24 661 | 21.32 626 | 18.82 693 | 8.08 652 | 25.75 638 | 6.94 521 | 35.08 637 | 53.33 709 | 30.37 657 | 49.70 702 | 20.87 533 | 21.63 635 | 31.05 672 | 22.39 618 | 6.94 700 | 0.28 284 | 0.10 435 | 0.06 269 | 5.98 670 | 3.22 618 |
|
| DStereoO |  | 24.73 690 | 17.10 697 | 15.98 567 | 16.15 685 | 9.73 677 | 18.79 583 | 19.24 687 | 35.12 639 | 41.17 651 | 31.19 660 | 29.42 535 | 32.58 638 | 33.95 692 | 42.12 718 | 29.02 673 | 48.86 749 | 5.31 715 | 28.90 736 | 3.60 684 | 28.35 733 | 8.04 684 |
|
| zh-mn7 |  | 22.69 677 | 14.64 684 | 55.04 714 | 11.01 626 | 5.85 583 | 27.67 655 | 15.65 654 | 35.14 640 | 57.38 726 | 40.62 700 | 57.78 725 | 31.22 625 | 25.60 650 | 36.79 697 | 32.55 688 | 1.50 626 | 0.57 375 | 0.24 527 | 0.22 407 | 1.40 572 | 3.02 612 |
|
| FINET |  | 17.02 622 | 8.11 638 | 28.42 654 | 9.29 572 | 8.89 669 | 24.46 626 | 25.06 711 | 35.40 641 | 49.52 695 | 26.73 627 | 33.49 601 | 20.50 527 | 18.75 600 | 20.67 597 | 19.18 603 | 2.30 646 | 2.09 673 | 1.13 629 | 0.75 609 | 2.86 618 | 2.84 602 |
|
| NCCL2 |  | 17.94 635 | 7.94 635 | 16.87 579 | 24.07 712 | 7.60 637 | 24.52 627 | 17.08 671 | 35.42 642 | 26.65 530 | 32.01 666 | 38.57 643 | 41.96 695 | 27.61 662 | 22.24 621 | 24.43 638 | 0.65 525 | 0.33 300 | 2.64 667 | 2.13 669 | 2.28 610 | 3.86 635 |
|
| FADNet |  | 14.77 605 | 11.96 668 | 39.55 684 | 8.50 550 | 6.64 616 | 18.53 581 | 6.74 513 | 35.70 643 | 35.06 612 | 19.21 518 | 28.06 515 | 28.14 604 | 13.94 530 | 18.54 569 | 11.61 530 | 0.48 475 | 0.75 427 | 0.38 563 | 0.49 576 | 9.17 685 | 2.05 523 |
|
| MWSP-net |  | 11.68 546 | 2.29 426 | 12.98 510 | 8.13 540 | 3.20 415 | 17.64 568 | 16.87 666 | 35.77 644 | 31.11 571 | 18.04 491 | 23.00 463 | 18.61 506 | 16.42 569 | 14.84 496 | 11.44 527 | 0.51 487 | 0.23 259 | 0.00 1 | 0.06 269 | 0.23 257 | 2.26 556 |
|
| PASM |  | 29.37 710 | 19.17 702 | 50.43 706 | 23.55 710 | 23.15 730 | 27.62 653 | 27.82 718 | 35.90 645 | 50.76 700 | 35.98 687 | 40.55 657 | 47.26 711 | 34.98 694 | 35.28 684 | 38.72 708 | 12.58 726 | 15.96 737 | 17.57 723 | 22.46 737 | 13.71 709 | 13.92 716 |
|
| LL-Strereo |  | 11.34 537 | 4.25 567 | 13.90 525 | 9.09 566 | 6.20 601 | 7.31 362 | 8.93 562 | 35.93 646 | 30.30 560 | 16.93 458 | 15.83 352 | 21.85 543 | 17.45 589 | 21.92 619 | 10.25 503 | 0.43 461 | 1.47 646 | 0.74 598 | 0.08 294 | 1.15 556 | 2.71 596 |
|
| edge stereo |  | 19.38 650 | 5.98 606 | 19.25 606 | 11.11 628 | 8.07 651 | 23.51 620 | 12.74 631 | 35.93 646 | 42.55 657 | 35.05 684 | 43.06 673 | 41.34 691 | 36.05 698 | 26.06 645 | 25.62 647 | 2.70 657 | 2.47 684 | 6.38 690 | 1.54 656 | 3.18 630 | 5.01 650 |
|
| Wz-Net-TNSev |  | 25.85 699 | 21.47 712 | 59.51 731 | 10.38 603 | 7.64 638 | 42.40 713 | 23.33 699 | 35.97 648 | 54.36 711 | 36.56 689 | 43.26 675 | 45.90 705 | 41.27 714 | 37.81 700 | 37.10 701 | 2.35 647 | 1.90 668 | 0.77 599 | 1.34 649 | 5.89 669 | 7.75 681 |
|
| RGC |  | 20.62 661 | 14.30 682 | 21.99 632 | 18.85 694 | 14.53 708 | 21.42 605 | 14.82 649 | 36.00 649 | 44.32 669 | 28.54 643 | 41.82 665 | 40.12 684 | 29.43 672 | 35.44 686 | 23.33 625 | 4.12 675 | 0.72 415 | 8.80 706 | 4.39 692 | 4.55 653 | 4.84 648 |
|
| TDLM |  | 13.70 591 | 4.93 584 | 11.80 479 | 11.93 645 | 5.53 564 | 16.75 553 | 14.38 644 | 36.12 650 | 32.59 586 | 23.08 585 | 27.03 505 | 25.90 589 | 15.40 552 | 25.87 644 | 14.23 556 | 1.24 618 | 0.09 183 | 1.53 645 | 0.61 597 | 2.06 602 | 2.94 608 |
|
| AF-Net |  | 19.18 648 | 6.50 613 | 16.90 580 | 16.60 686 | 11.00 686 | 23.83 622 | 11.31 610 | 36.25 651 | 51.10 704 | 25.56 610 | 38.34 642 | 41.77 693 | 31.01 682 | 30.20 668 | 27.83 663 | 4.87 684 | 0.27 277 | 4.60 681 | 1.00 632 | 2.67 616 | 2.02 513 |
|
| z-mn7 |  | 21.81 668 | 11.53 665 | 47.41 702 | 11.79 641 | 5.69 572 | 34.28 685 | 15.73 655 | 36.31 652 | 57.93 728 | 27.24 631 | 53.82 713 | 32.35 636 | 26.33 655 | 36.69 694 | 33.32 690 | 1.02 593 | 0.41 323 | 0.54 579 | 0.11 319 | 1.72 589 | 1.92 481 |
|
| 1111x |  | 12.31 555 | 2.33 439 | 12.13 492 | 5.79 366 | 2.84 386 | 15.49 519 | 8.70 558 | 36.34 653 | 29.33 554 | 16.58 446 | 27.52 508 | 26.70 598 | 15.76 557 | 17.21 544 | 24.79 641 | 0.26 398 | 1.37 628 | 0.04 353 | 0.42 558 | 0.46 412 | 2.07 526 |
|
| DGSMNet |  | 20.75 662 | 13.28 678 | 34.59 674 | 14.80 674 | 17.14 719 | 23.25 618 | 17.99 680 | 36.39 654 | 43.00 661 | 20.70 544 | 32.67 589 | 36.05 665 | 19.22 611 | 30.34 669 | 25.04 643 | 4.61 679 | 4.62 712 | 6.31 689 | 5.20 699 | 14.71 712 | 15.15 720 |
|
| PWC_ROB |   | 19.21 649 | 12.15 673 | 28.02 652 | 11.02 627 | 6.62 615 | 25.15 632 | 5.47 468 | 36.42 655 | 49.47 693 | 33.19 674 | 44.32 681 | 34.98 660 | 26.66 659 | 32.22 676 | 27.30 661 | 1.71 637 | 0.27 277 | 1.62 646 | 0.37 531 | 2.38 613 | 4.90 649 |
|
| ADCMid |  | 23.61 685 | 12.42 675 | 44.10 695 | 11.85 642 | 8.33 658 | 27.89 656 | 20.03 689 | 36.49 656 | 39.56 642 | 40.81 701 | 47.01 695 | 36.89 667 | 43.95 720 | 39.12 708 | 42.60 722 | 1.95 639 | 1.55 652 | 3.05 671 | 3.98 686 | 5.20 659 | 5.37 655 |
|
| UDG |  | 22.21 673 | 15.90 693 | 16.41 572 | 21.71 702 | 20.17 724 | 32.51 678 | 13.78 640 | 36.62 657 | 35.77 619 | 26.64 626 | 31.43 565 | 37.49 671 | 32.33 689 | 22.77 623 | 21.19 614 | 11.08 718 | 5.60 717 | 23.12 729 | 7.74 710 | 17.07 719 | 14.89 719 |
|
| ssnet_v2 |  | 13.84 594 | 3.15 522 | 13.44 518 | 7.99 533 | 3.08 407 | 22.60 613 | 14.51 647 | 36.65 658 | 33.59 596 | 22.04 572 | 26.10 491 | 28.64 606 | 17.16 581 | 23.13 625 | 20.86 612 | 0.50 483 | 0.32 294 | 0.20 511 | 0.13 329 | 1.41 573 | 1.38 380 |
|
| DeepPruner_ROB |  | 11.28 533 | 5.83 601 | 15.23 548 | 6.93 470 | 4.50 502 | 10.08 409 | 6.62 508 | 36.65 658 | 20.17 448 | 18.12 493 | 27.95 513 | 23.10 555 | 13.43 513 | 20.08 586 | 11.90 531 | 1.16 611 | 0.51 353 | 0.23 523 | 0.17 369 | 1.11 555 | 1.91 480 |
|
| XPNet_ROB |  | 18.03 637 | 6.06 608 | 18.19 594 | 11.68 638 | 6.83 619 | 21.23 603 | 16.93 667 | 36.66 660 | 39.82 644 | 32.51 671 | 42.05 666 | 41.04 689 | 25.77 652 | 25.72 642 | 28.80 671 | 1.67 636 | 0.91 476 | 0.79 601 | 0.27 465 | 1.24 563 | 2.38 574 |
|
| pcwnet_v2 |  | 12.68 569 | 2.30 431 | 18.36 596 | 8.32 545 | 5.74 575 | 17.73 569 | 4.77 447 | 36.75 661 | 46.28 681 | 20.98 552 | 29.07 528 | 16.62 467 | 13.52 514 | 16.56 529 | 10.30 504 | 0.55 498 | 1.02 536 | 0.34 558 | 0.24 429 | 2.10 603 | 2.11 537 |
|
| MFN_U_SF_DS_RVC |  | 24.71 689 | 14.86 686 | 32.18 667 | 26.47 715 | 10.48 683 | 40.27 708 | 22.83 696 | 36.88 662 | 44.51 671 | 42.59 705 | 47.13 696 | 40.20 685 | 28.00 664 | 36.70 695 | 28.36 664 | 4.23 677 | 4.00 708 | 6.73 695 | 16.35 733 | 5.05 658 | 6.34 666 |
|
| zh-sn7 |  | 23.82 686 | 16.94 694 | 52.41 708 | 14.57 671 | 8.11 654 | 26.98 650 | 24.39 709 | 37.04 663 | 49.49 694 | 34.43 683 | 52.44 708 | 33.79 650 | 35.37 696 | 40.92 715 | 39.03 711 | 0.86 563 | 0.93 481 | 0.55 581 | 0.40 554 | 3.27 634 | 4.37 639 |
|
| ITSA-stereo |  | 11.88 548 | 2.48 469 | 11.96 488 | 6.54 427 | 1.92 295 | 13.33 476 | 4.81 450 | 37.17 664 | 49.04 690 | 18.70 504 | 18.52 391 | 21.69 541 | 12.63 499 | 16.77 535 | 15.60 570 | 0.53 489 | 0.40 316 | 0.32 555 | 0.33 510 | 1.07 552 | 3.89 636 |
|
| DeepPrunerF |  | 20.61 658 | 12.13 672 | 46.35 699 | 21.53 701 | 17.78 720 | 19.41 588 | 23.64 704 | 37.23 665 | 50.61 698 | 26.20 621 | 37.72 634 | 24.90 578 | 25.02 648 | 24.63 636 | 23.53 627 | 3.13 664 | 1.65 656 | 5.69 686 | 4.09 687 | 3.64 641 | 3.34 622 |
|
| Syn2CoEx |  | 17.68 631 | 11.86 667 | 28.39 653 | 20.88 699 | 8.24 656 | 25.66 637 | 12.35 623 | 37.57 666 | 33.60 597 | 29.57 648 | 39.80 653 | 30.02 616 | 28.00 664 | 19.91 582 | 18.91 599 | 1.14 609 | 0.53 359 | 1.23 637 | 0.46 565 | 1.97 598 | 3.61 625 |
|
| DispFullNet |  | 31.01 716 | 32.97 728 | 59.04 730 | 30.27 724 | 28.46 733 | 33.06 681 | 11.44 613 | 37.69 667 | 54.13 710 | 33.30 675 | 37.78 635 | 44.68 701 | 28.96 669 | 42.19 719 | 29.68 678 | 12.35 724 | 3.56 700 | 36.10 740 | 12.90 729 | 32.29 737 | 19.42 729 |
|
| w-ln-seven |  | 21.91 670 | 10.67 654 | 57.04 724 | 12.00 646 | 10.37 682 | 30.36 666 | 19.88 688 | 37.81 668 | 56.05 721 | 37.35 692 | 44.23 680 | 33.79 650 | 24.77 643 | 23.92 633 | 31.80 685 | 0.77 545 | 0.34 302 | 0.85 611 | 0.20 397 | 2.88 619 | 3.10 616 |
|
| RTS |  | 30.97 714 | 24.38 719 | 96.47 778 | 17.75 689 | 12.63 699 | 58.43 737 | 26.47 714 | 38.01 669 | 63.33 742 | 44.41 710 | 46.81 692 | 33.16 645 | 45.26 722 | 52.06 735 | 42.65 723 | 2.66 655 | 1.40 632 | 1.09 623 | 1.02 633 | 5.49 664 | 5.86 660 |
|
| RTSA |  | 30.97 714 | 24.38 719 | 96.47 778 | 17.75 689 | 12.63 699 | 58.43 737 | 26.47 714 | 38.01 669 | 63.33 742 | 44.41 710 | 46.81 692 | 33.16 645 | 45.26 722 | 52.06 735 | 42.65 723 | 2.66 655 | 1.40 632 | 1.09 623 | 1.02 633 | 5.49 664 | 5.86 660 |
|
| NaN_ROB |  | 17.35 624 | 7.91 633 | 18.84 602 | 11.29 631 | 4.93 526 | 33.28 682 | 20.75 691 | 38.10 671 | 43.81 666 | 30.28 656 | 31.53 568 | 32.88 641 | 20.88 626 | 29.10 661 | 17.85 589 | 0.40 449 | 0.43 331 | 0.31 553 | 0.44 562 | 0.98 545 | 3.03 613 |
|
| RTSC |  | 20.52 657 | 11.06 658 | 33.58 672 | 12.11 649 | 7.19 629 | 28.90 661 | 11.99 621 | 38.49 672 | 58.85 732 | 32.22 669 | 37.28 632 | 33.11 644 | 21.14 627 | 36.93 699 | 38.84 709 | 1.49 625 | 1.50 648 | 0.15 482 | 0.64 600 | 2.18 606 | 2.67 593 |
|
| RYNet |  | 19.73 652 | 5.52 597 | 18.58 598 | 11.63 637 | 15.84 715 | 47.05 718 | 17.28 672 | 38.60 673 | 49.19 692 | 27.71 635 | 27.46 507 | 38.63 675 | 26.42 657 | 20.79 599 | 32.08 686 | 0.73 536 | 0.59 384 | 0.97 618 | 0.16 364 | 7.40 675 | 8.04 684 |
|
| FAT-Stereo |  | 17.45 626 | 3.56 545 | 19.19 605 | 10.31 600 | 6.54 614 | 18.00 576 | 14.89 651 | 38.68 674 | 40.49 645 | 27.39 633 | 39.66 651 | 37.32 668 | 32.14 688 | 21.07 608 | 22.97 624 | 3.68 671 | 2.16 680 | 0.81 607 | 1.21 644 | 2.10 603 | 6.78 673 |
|
| XQC |  | 25.15 694 | 18.26 701 | 52.31 707 | 22.53 709 | 12.15 694 | 37.47 697 | 21.78 693 | 38.74 675 | 55.51 718 | 32.40 670 | 30.75 556 | 38.36 674 | 30.19 679 | 38.28 702 | 41.25 717 | 4.61 679 | 1.44 642 | 2.77 670 | 2.26 671 | 12.52 704 | 9.49 697 |
|
| PS-NSSS |  | 14.36 603 | 8.44 641 | 16.43 573 | 7.44 502 | 5.79 577 | 18.65 582 | 12.71 630 | 39.02 676 | 26.84 533 | 20.99 553 | 36.15 625 | 21.47 538 | 18.25 596 | 18.21 565 | 18.63 596 | 2.44 651 | 0.55 367 | 5.38 684 | 0.37 531 | 5.25 661 | 4.11 637 |
|
| SGM_RVC |   | 20.33 656 | 3.24 527 | 8.92 334 | 7.20 493 | 1.62 249 | 39.61 706 | 17.01 669 | 39.11 677 | 35.12 613 | 46.26 714 | 42.62 670 | 51.57 722 | 39.45 708 | 39.66 712 | 29.87 679 | 1.16 611 | 0.37 308 | 0.55 581 | 0.35 519 | 1.20 559 | 1.64 430 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| stereogan |  | 19.38 650 | 4.02 560 | 18.62 599 | 13.54 662 | 10.30 680 | 37.03 694 | 9.83 584 | 39.12 678 | 46.13 680 | 25.09 609 | 41.76 664 | 40.01 683 | 27.19 660 | 32.16 674 | 25.48 645 | 2.44 651 | 1.13 572 | 2.70 669 | 0.86 615 | 5.45 663 | 4.81 646 |
|
| psm_up |  | 13.88 596 | 2.70 490 | 10.89 445 | 10.20 595 | 5.97 591 | 15.01 511 | 12.58 627 | 39.13 679 | 31.75 577 | 21.39 561 | 31.09 561 | 30.18 619 | 25.01 647 | 20.33 590 | 17.62 587 | 0.75 539 | 0.39 314 | 0.18 500 | 0.03 215 | 0.82 528 | 1.67 437 |
|
| AnyNet_C01 |  | 30.67 712 | 27.57 723 | 76.09 755 | 17.61 688 | 12.18 695 | 50.42 722 | 28.89 721 | 39.14 680 | 41.14 650 | 41.36 702 | 65.66 743 | 47.21 710 | 40.16 711 | 47.50 725 | 49.82 741 | 2.38 649 | 2.79 691 | 2.31 659 | 2.83 677 | 8.35 682 | 9.99 702 |
|
| GwcNet |   | 17.31 623 | 6.61 617 | 23.02 639 | 10.83 618 | 8.63 661 | 29.48 664 | 10.80 600 | 39.37 681 | 45.73 676 | 24.16 598 | 37.85 638 | 31.50 627 | 21.81 636 | 21.37 613 | 27.25 660 | 0.81 554 | 0.88 466 | 0.57 584 | 0.46 565 | 1.54 582 | 3.61 625 |
|
| NINENet |  | 11.46 540 | 3.02 513 | 11.83 481 | 8.45 548 | 5.40 553 | 19.47 589 | 2.69 358 | 39.63 682 | 34.82 609 | 19.11 516 | 27.64 509 | 14.37 429 | 11.63 474 | 16.21 515 | 12.39 540 | 0.94 578 | 0.21 254 | 0.29 548 | 0.00 1 | 0.48 417 | 0.55 147 |
|
| Wz-Net-SNSev |  | 23.35 681 | 18.18 700 | 47.37 701 | 14.55 670 | 8.63 661 | 28.33 658 | 29.16 722 | 39.88 683 | 55.80 719 | 32.16 668 | 53.91 716 | 39.35 679 | 24.42 641 | 27.60 655 | 38.11 704 | 1.06 599 | 0.24 266 | 1.20 632 | 0.95 625 | 3.16 629 | 2.93 607 |
|
| CSAN |  | 22.36 675 | 11.11 659 | 26.06 647 | 21.79 703 | 5.59 568 | 34.55 686 | 36.54 735 | 40.04 684 | 50.84 702 | 37.47 693 | 40.31 655 | 45.09 703 | 33.07 691 | 27.44 652 | 25.80 650 | 1.60 631 | 0.75 427 | 1.08 622 | 1.80 663 | 2.89 620 | 3.36 623 |
|
| MSAF-DinoV2 |  | 21.31 664 | 8.93 648 | 27.84 651 | 12.03 648 | 5.14 541 | 30.91 672 | 17.73 676 | 40.05 685 | 55.15 714 | 22.96 583 | 32.01 576 | 48.05 714 | 31.88 686 | 38.57 706 | 41.67 718 | 0.94 578 | 0.49 345 | 0.45 569 | 1.22 645 | 4.83 656 | 5.39 656 |
|
| PSMNet-RUCA |  | 24.65 688 | 28.24 725 | 42.85 692 | 35.58 730 | 34.48 737 | 16.04 530 | 11.34 611 | 40.36 686 | 31.70 576 | 31.88 663 | 41.00 659 | 37.50 672 | 25.41 649 | 29.19 663 | 17.07 584 | 12.35 724 | 2.12 675 | 20.72 725 | 8.27 715 | 17.19 720 | 9.64 698 |
|
| StereoDRNet |  | 16.00 614 | 5.45 596 | 16.67 576 | 11.34 633 | 8.74 664 | 25.62 636 | 11.07 606 | 40.40 687 | 37.03 623 | 29.77 650 | 30.04 544 | 34.35 658 | 19.09 607 | 19.81 581 | 25.28 644 | 0.65 525 | 0.30 291 | 0.16 492 | 0.14 343 | 1.80 592 | 2.33 567 |
|
| GANet |  | 17.85 632 | 5.41 595 | 14.79 538 | 11.91 643 | 4.73 517 | 24.54 628 | 17.04 670 | 41.01 688 | 34.96 611 | 33.06 673 | 45.84 688 | 39.83 682 | 29.19 670 | 24.71 637 | 22.45 620 | 1.34 621 | 0.41 323 | 1.09 623 | 0.70 605 | 2.15 605 | 1.89 474 |
|
| AASNet |  | 13.05 577 | 3.27 528 | 12.23 495 | 10.28 598 | 6.90 622 | 17.61 567 | 7.88 546 | 41.14 689 | 38.29 634 | 23.20 586 | 29.62 537 | 16.85 471 | 15.59 556 | 15.50 508 | 19.03 600 | 0.39 445 | 0.03 76 | 0.78 600 | 0.05 255 | 1.32 568 | 1.08 311 |
|
| MaskLacGwcNet_RVC |  | 17.56 628 | 17.23 698 | 20.10 616 | 12.02 647 | 6.91 623 | 28.81 660 | 11.45 614 | 41.35 690 | 21.95 469 | 30.13 655 | 34.66 616 | 32.04 635 | 11.30 465 | 21.04 607 | 16.43 577 | 8.91 707 | 2.67 687 | 12.29 715 | 0.84 614 | 12.72 705 | 8.43 689 |
|
| FC-DCNN |   | 25.07 692 | 12.06 671 | 20.30 618 | 19.06 695 | 9.41 673 | 38.40 699 | 23.46 703 | 41.37 691 | 44.07 668 | 46.76 716 | 53.99 717 | 50.49 718 | 39.32 706 | 36.43 693 | 29.46 675 | 7.40 702 | 3.39 698 | 6.15 687 | 5.01 696 | 8.05 680 | 6.83 674 |
|
| WZ-Net |  | 25.86 700 | 14.23 681 | 64.17 736 | 15.77 680 | 10.61 684 | 39.36 705 | 28.01 719 | 41.38 692 | 54.97 712 | 28.82 645 | 53.68 712 | 40.90 687 | 30.14 678 | 37.91 701 | 42.98 725 | 1.59 628 | 0.49 345 | 0.73 596 | 0.95 625 | 5.43 662 | 5.12 652 |
|
| Nwc_Net |  | 18.76 644 | 5.80 599 | 19.91 614 | 14.99 677 | 11.96 693 | 26.32 645 | 15.90 657 | 41.68 693 | 40.50 646 | 21.85 569 | 43.58 677 | 34.89 659 | 29.47 673 | 27.48 653 | 26.34 654 | 3.75 672 | 0.27 277 | 2.55 666 | 3.31 680 | 2.25 608 | 2.46 580 |
|
| SHD |  | 22.33 674 | 11.30 662 | 32.10 666 | 15.61 679 | 9.88 678 | 26.75 647 | 10.12 590 | 41.84 694 | 61.77 738 | 36.36 688 | 44.65 683 | 39.28 678 | 31.10 683 | 35.07 683 | 32.76 689 | 2.35 647 | 1.95 669 | 1.24 639 | 1.90 666 | 4.33 650 | 6.34 666 |
|
| FC-DCNN v2 |   | 25.13 693 | 12.03 669 | 19.82 613 | 19.08 696 | 9.43 674 | 38.89 703 | 23.42 700 | 41.85 695 | 44.02 667 | 46.96 717 | 54.51 719 | 50.70 719 | 39.69 709 | 36.34 690 | 29.25 674 | 7.36 701 | 3.39 698 | 6.17 688 | 5.02 697 | 8.00 679 | 6.71 672 |
|
| APVNet |  | 18.42 640 | 6.37 612 | 23.10 640 | 12.76 658 | 8.28 657 | 30.74 670 | 24.17 707 | 42.08 696 | 30.76 568 | 25.86 616 | 41.66 662 | 31.83 632 | 24.99 645 | 28.01 657 | 28.77 669 | 0.49 479 | 0.57 375 | 3.05 671 | 0.55 591 | 1.80 592 | 2.46 580 |
|
| MultiAttention |  | 21.69 667 | 2.01 341 | 15.73 563 | 12.71 656 | 4.25 482 | 64.19 747 | 95.86 782 | 42.54 697 | 41.72 655 | 15.77 427 | 30.53 551 | 28.15 605 | 7.60 390 | 44.56 723 | 14.92 562 | 1.03 596 | 0.26 274 | 1.05 621 | 1.56 657 | 4.71 655 | 4.75 645 |
|
| MeshStereo |   | 22.95 680 | 7.84 631 | 12.46 500 | 8.13 540 | 5.20 542 | 38.49 701 | 13.36 637 | 42.69 698 | 38.05 633 | 51.34 722 | 53.82 713 | 58.22 728 | 43.29 719 | 38.42 704 | 29.59 676 | 2.96 660 | 2.84 692 | 3.11 673 | 2.33 672 | 3.12 627 | 3.65 629 |
| 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 |
| SANet |  | 22.05 671 | 8.47 642 | 32.65 669 | 9.90 587 | 4.31 488 | 33.49 683 | 23.44 701 | 42.82 699 | 56.64 723 | 39.67 699 | 44.09 679 | 44.62 700 | 32.96 690 | 29.24 664 | 25.79 649 | 1.08 600 | 0.74 421 | 0.98 619 | 0.69 603 | 5.69 666 | 3.66 630 |
|
| LALA_ROB |  | 19.82 653 | 8.32 640 | 18.64 601 | 13.59 663 | 5.79 577 | 28.03 657 | 23.44 701 | 43.09 700 | 37.57 627 | 33.91 680 | 41.55 661 | 50.73 720 | 25.61 651 | 29.09 660 | 27.30 661 | 0.73 536 | 0.67 405 | 2.08 655 | 1.42 650 | 2.70 617 | 2.12 538 |
|
| NVstereo2D |  | 15.77 612 | 4.01 559 | 17.73 588 | 9.96 588 | 8.10 653 | 30.36 666 | 9.52 574 | 43.10 701 | 43.12 662 | 15.45 417 | 28.03 514 | 23.46 560 | 16.84 577 | 24.62 635 | 17.06 583 | 3.35 668 | 0.87 463 | 1.76 649 | 1.13 639 | 7.76 678 | 9.19 695 |
|
| MDST_ROB |  | 18.99 646 | 3.23 525 | 15.81 564 | 14.15 666 | 6.98 625 | 44.89 715 | 16.81 665 | 43.19 702 | 42.83 660 | 43.71 709 | 43.84 678 | 28.79 607 | 19.02 606 | 30.64 671 | 18.70 597 | 1.84 638 | 0.84 452 | 0.69 594 | 0.47 571 | 0.71 503 | 2.61 589 |
|
| DRN-Test |  | 16.60 618 | 4.76 580 | 16.90 580 | 10.75 614 | 8.16 655 | 29.42 663 | 14.37 642 | 43.26 703 | 39.35 640 | 28.93 646 | 35.46 620 | 29.03 608 | 20.11 621 | 20.78 598 | 24.51 639 | 0.94 578 | 0.93 481 | 0.46 571 | 0.35 519 | 1.42 575 | 2.12 538 |
|
| FCDSN-DC |  | 26.18 703 | 15.77 691 | 20.36 619 | 28.79 722 | 15.78 714 | 40.13 707 | 19.12 686 | 43.57 704 | 42.59 658 | 44.78 712 | 52.51 710 | 50.73 720 | 40.32 712 | 35.32 685 | 28.55 667 | 6.41 693 | 3.61 701 | 7.11 698 | 6.54 704 | 10.58 693 | 10.93 708 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| LSM |  | 30.92 713 | 21.18 711 | 57.13 726 | 19.98 698 | 54.02 750 | 33.70 684 | 25.92 713 | 43.87 705 | 49.18 691 | 46.43 715 | 55.59 722 | 43.44 697 | 36.70 700 | 36.70 695 | 28.75 668 | 2.94 658 | 9.77 730 | 5.07 682 | 8.20 714 | 10.77 696 | 29.00 736 |
|
| PSMNet_ROB |  | 17.59 630 | 6.52 616 | 16.27 571 | 14.43 669 | 7.71 641 | 29.22 662 | 33.59 731 | 43.94 706 | 38.52 637 | 24.74 603 | 33.46 600 | 34.17 654 | 17.29 584 | 18.52 568 | 25.68 648 | 0.40 449 | 0.29 286 | 0.96 617 | 2.22 670 | 2.03 601 | 1.81 454 |
|
| ADCS |  | 27.11 704 | 15.49 690 | 48.87 704 | 15.20 678 | 10.99 685 | 31.86 677 | 24.37 708 | 43.99 707 | 58.30 730 | 43.12 706 | 49.92 703 | 41.90 694 | 41.43 716 | 42.90 720 | 46.29 732 | 3.00 662 | 2.60 685 | 2.45 665 | 3.47 681 | 7.63 676 | 8.41 688 |
|
| otaku |  | 33.83 720 | 36.87 734 | 53.81 710 | 40.41 734 | 21.58 726 | 54.54 729 | 17.45 674 | 44.01 708 | 61.47 737 | 39.63 697 | 50.06 704 | 46.76 709 | 29.76 675 | 40.64 714 | 30.07 680 | 19.17 731 | 7.09 723 | 32.34 738 | 9.92 721 | 24.17 730 | 16.94 723 |
|
| NCC-stereo |  | 20.61 658 | 7.39 626 | 25.96 645 | 15.90 682 | 16.62 717 | 20.15 596 | 23.27 697 | 44.11 709 | 41.29 653 | 25.00 607 | 38.64 644 | 35.47 661 | 28.75 667 | 36.35 691 | 26.90 658 | 4.83 682 | 2.14 676 | 3.33 675 | 9.27 718 | 3.10 625 | 3.72 631 |
|
| Abc-Net |  | 20.61 658 | 7.39 626 | 25.96 645 | 15.90 682 | 16.62 717 | 20.15 596 | 23.27 697 | 44.11 709 | 41.29 653 | 25.00 607 | 38.64 644 | 35.47 661 | 28.75 667 | 36.35 691 | 26.90 658 | 4.83 682 | 2.14 676 | 3.33 675 | 9.27 718 | 3.10 625 | 3.72 631 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| 2222 |  | 31.66 718 | 14.54 683 | 33.52 671 | 40.22 733 | 9.08 671 | 75.72 758 | 89.59 771 | 44.95 711 | 43.23 663 | 35.59 685 | 51.51 705 | 48.50 716 | 39.33 707 | 36.19 688 | 33.60 691 | 9.32 710 | 1.80 661 | 10.65 712 | 1.62 659 | 10.59 694 | 3.74 633 |
|
| GASNet |  | 17.87 633 | 20.62 709 | 32.66 670 | 21.17 700 | 9.48 675 | 16.26 540 | 9.15 568 | 45.00 712 | 40.55 647 | 26.16 620 | 24.34 473 | 33.05 642 | 15.45 555 | 29.82 665 | 18.15 592 | 3.79 673 | 0.28 284 | 1.87 650 | 0.51 580 | 7.06 673 | 1.97 494 |
|
| FBW_ROB |  | 21.87 669 | 11.80 666 | 25.52 644 | 14.64 672 | 7.49 633 | 31.20 674 | 16.35 662 | 45.28 713 | 44.78 673 | 44.85 713 | 40.36 656 | 43.50 698 | 27.85 663 | 34.94 682 | 23.52 626 | 3.07 663 | 2.15 678 | 7.53 702 | 3.03 679 | 4.30 649 | 5.17 653 |
|
| PDISCO_ROB |  | 25.35 697 | 10.44 651 | 31.01 663 | 29.47 723 | 20.36 725 | 38.32 698 | 17.74 677 | 45.56 714 | 55.34 716 | 29.88 652 | 42.94 672 | 46.63 708 | 29.76 675 | 36.23 689 | 31.29 684 | 10.74 715 | 2.20 681 | 6.96 696 | 3.53 682 | 9.98 692 | 8.52 690 |
|
| ccnet |  | 24.80 691 | 17.64 699 | 24.53 643 | 12.35 654 | 18.18 722 | 38.47 700 | 17.76 678 | 46.24 715 | 32.78 590 | 37.51 694 | 46.76 690 | 38.80 676 | 30.45 680 | 38.35 703 | 41.98 719 | 9.41 712 | 6.40 720 | 9.67 709 | 8.04 711 | 11.64 703 | 9.00 692 |
|
| SGM-ForestM |  | 25.21 696 | 4.80 581 | 13.50 520 | 8.68 555 | 3.74 443 | 46.85 717 | 22.04 695 | 46.25 716 | 51.32 707 | 51.28 721 | 52.07 707 | 62.64 738 | 47.13 729 | 46.05 724 | 36.30 698 | 1.99 640 | 2.25 682 | 1.21 633 | 1.24 646 | 1.65 586 | 3.21 617 |
|
| CC-Net-ROB |  | 22.73 678 | 23.99 718 | 30.57 661 | 14.72 673 | 8.91 670 | 32.98 679 | 16.17 659 | 46.75 717 | 37.29 625 | 33.88 679 | 32.33 585 | 35.48 663 | 25.00 646 | 24.75 638 | 28.78 670 | 9.60 713 | 3.03 693 | 25.33 732 | 3.87 685 | 14.82 713 | 6.33 665 |
|
| light-stereo |  | 42.25 737 | 30.78 727 | 57.20 727 | 55.59 743 | 50.18 745 | 38.55 702 | 18.93 684 | 47.48 718 | 51.14 705 | 53.98 727 | 55.09 720 | 62.87 739 | 36.58 699 | 49.46 728 | 34.56 694 | 35.07 739 | 27.20 748 | 21.05 726 | 28.93 740 | 47.11 743 | 43.17 748 |
|
| Ntro |  | 35.59 725 | 38.58 735 | 55.41 719 | 43.66 738 | 22.54 729 | 57.26 731 | 23.73 705 | 47.69 719 | 63.99 745 | 39.63 697 | 48.82 698 | 47.68 713 | 37.60 703 | 41.55 717 | 30.80 683 | 17.85 729 | 6.61 721 | 33.21 739 | 10.52 724 | 26.65 732 | 17.97 725 |
|
| GANetREF_RVC |   | 26.12 702 | 30.35 726 | 27.03 648 | 26.08 714 | 6.28 610 | 31.16 673 | 37.25 737 | 48.48 720 | 50.90 703 | 37.30 691 | 36.39 628 | 34.11 653 | 30.98 681 | 38.51 705 | 28.38 666 | 9.08 708 | 2.68 688 | 16.48 720 | 5.42 701 | 16.24 717 | 9.34 696 |
| 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 |
| SAMSARA |  | 35.29 724 | 19.78 703 | 33.90 673 | 55.86 744 | 36.15 738 | 76.79 762 | 94.89 781 | 49.29 721 | 51.59 708 | 38.15 695 | 37.83 637 | 53.71 724 | 39.29 705 | 40.56 713 | 40.41 714 | 4.02 674 | 6.72 722 | 2.35 662 | 4.12 688 | 9.70 690 | 10.76 706 |
|
| NVStereoNet_ROB |  | 42.81 739 | 34.00 729 | 46.84 700 | 37.40 731 | 28.64 734 | 35.65 691 | 33.88 732 | 49.95 722 | 58.27 729 | 69.65 755 | 75.69 760 | 66.36 745 | 65.66 752 | 48.37 727 | 62.04 755 | 16.50 728 | 25.07 745 | 23.61 731 | 32.35 742 | 21.58 727 | 24.72 733 |
| Nikolai Smolyanskiy, Alexey Kamenev, Stan Birchfield: On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach. Arxiv |
| ELAS_RVC |   | 34.88 723 | 20.50 707 | 37.14 680 | 22.37 708 | 15.07 711 | 54.02 728 | 38.42 738 | 50.06 723 | 56.72 724 | 61.86 747 | 63.52 733 | 58.79 729 | 54.60 738 | 54.13 741 | 43.99 729 | 12.20 723 | 7.90 727 | 10.75 713 | 7.65 709 | 14.42 710 | 13.42 714 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ACVNet-4b |  | 36.91 730 | 52.81 742 | 57.04 724 | 42.64 737 | 22.08 727 | 48.32 719 | 14.64 648 | 50.28 724 | 59.78 734 | 43.17 707 | 46.34 689 | 55.50 726 | 24.49 642 | 39.03 707 | 23.55 628 | 25.75 736 | 3.76 703 | 47.36 743 | 33.76 744 | 28.62 734 | 19.22 728 |
|
| DStereoSA |  | 27.51 705 | 16.95 695 | 39.62 685 | 24.04 711 | 14.80 709 | 30.48 669 | 23.73 705 | 50.41 725 | 60.07 735 | 27.79 638 | 38.11 640 | 30.59 623 | 39.26 704 | 39.62 711 | 28.37 665 | 8.40 706 | 8.74 729 | 15.41 718 | 11.82 727 | 23.60 729 | 18.34 726 |
|
| MonStereo1 |  | 46.09 740 | 34.58 730 | 56.32 721 | 34.09 729 | 32.26 736 | 43.96 714 | 18.17 681 | 50.50 726 | 57.55 727 | 51.51 723 | 64.67 739 | 70.37 750 | 54.67 739 | 50.74 732 | 54.45 746 | 54.81 752 | 15.31 736 | 55.16 749 | 36.55 745 | 43.82 741 | 42.26 746 |
|
| ELAS |   | 34.78 722 | 20.32 706 | 38.13 681 | 21.79 703 | 14.89 710 | 57.95 736 | 37.04 736 | 51.15 727 | 51.19 706 | 60.95 742 | 64.42 737 | 59.08 730 | 54.44 737 | 51.53 733 | 46.26 731 | 12.00 722 | 7.83 726 | 10.46 710 | 8.04 711 | 14.42 710 | 13.71 715 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| 1111 |  | 36.51 728 | 17.05 696 | 55.15 717 | 27.93 720 | 13.49 705 | 63.04 743 | 41.41 740 | 51.17 728 | 69.08 756 | 56.80 730 | 60.36 730 | 60.17 733 | 62.49 751 | 60.90 745 | 43.51 728 | 5.69 689 | 3.82 705 | 7.54 703 | 4.20 691 | 13.19 707 | 13.24 713 |
|
| DStereoFS |  | 28.34 708 | 22.11 714 | 31.39 664 | 19.66 697 | 13.66 706 | 31.81 676 | 16.21 660 | 51.57 729 | 48.70 689 | 36.67 690 | 45.44 686 | 37.43 670 | 42.50 718 | 52.87 739 | 35.33 697 | 9.14 709 | 7.23 724 | 16.25 719 | 9.82 720 | 19.63 724 | 19.47 730 |
|
| mmmmmm |  | 36.77 729 | 22.66 715 | 45.95 698 | 32.95 727 | 12.80 701 | 55.89 730 | 42.93 742 | 51.78 730 | 62.09 739 | 52.97 725 | 62.76 732 | 61.60 736 | 55.26 741 | 50.59 731 | 43.41 727 | 7.96 704 | 7.24 725 | 21.71 727 | 16.90 734 | 19.03 722 | 9.01 693 |
|
| PVD |  | 34.10 721 | 19.91 704 | 39.04 682 | 27.08 718 | 18.09 721 | 35.11 688 | 44.32 745 | 52.16 731 | 66.36 750 | 53.04 726 | 64.50 738 | 52.33 723 | 56.17 742 | 52.24 737 | 42.11 720 | 4.17 676 | 4.82 713 | 9.60 708 | 4.65 694 | 11.11 701 | 25.25 734 |
|
| DPSNet |  | 25.20 695 | 7.92 634 | 36.17 678 | 11.72 639 | 6.85 620 | 53.68 727 | 43.17 743 | 52.22 732 | 60.09 736 | 31.61 662 | 39.76 652 | 40.91 688 | 35.82 697 | 33.42 678 | 26.48 655 | 4.98 685 | 2.10 674 | 0.50 575 | 1.13 639 | 9.63 688 | 5.83 659 |
|
| fsdfsdds |  | 36.92 731 | 15.83 692 | 62.00 734 | 26.93 717 | 12.36 697 | 50.64 723 | 26.84 717 | 52.54 733 | 66.30 749 | 59.31 735 | 70.80 755 | 71.87 755 | 67.77 753 | 39.48 709 | 49.07 740 | 6.69 695 | 5.68 718 | 19.02 724 | 10.00 722 | 10.69 695 | 14.64 718 |
|
| MFN_U_SF_RVC |  | 28.91 709 | 15.44 689 | 55.12 716 | 22.00 705 | 8.49 660 | 41.39 710 | 15.36 653 | 52.74 734 | 46.70 682 | 47.83 718 | 53.87 715 | 54.97 725 | 40.50 713 | 39.54 710 | 40.77 715 | 6.09 691 | 4.92 714 | 7.08 697 | 9.02 717 | 7.68 677 | 8.69 691 |
|
| nnnnnnn |  | 38.12 734 | 20.26 705 | 53.39 709 | 30.27 724 | 23.22 731 | 50.71 724 | 30.59 725 | 52.87 735 | 64.49 746 | 57.69 731 | 58.68 726 | 61.73 737 | 55.14 740 | 47.65 726 | 46.69 735 | 12.87 727 | 11.73 732 | 21.87 728 | 18.79 735 | 24.19 731 | 19.57 731 |
|
| MSC_U_SF_DS_RVC |  | 37.85 733 | 35.62 732 | 55.10 715 | 38.16 732 | 13.19 703 | 57.63 734 | 24.72 710 | 52.87 735 | 63.40 744 | 66.39 752 | 63.74 735 | 58.16 727 | 54.28 736 | 51.56 734 | 47.39 736 | 9.36 711 | 5.44 716 | 14.82 717 | 15.34 732 | 18.80 721 | 11.04 710 |
|
| BEATNet-Init1 |  | 36.29 727 | 22.72 716 | 56.79 723 | 28.53 721 | 13.41 704 | 59.81 740 | 33.49 729 | 53.72 737 | 58.64 731 | 60.78 741 | 63.63 734 | 70.42 751 | 56.59 744 | 53.93 740 | 46.48 733 | 5.63 687 | 4.14 709 | 7.49 701 | 7.45 705 | 11.35 702 | 10.88 707 |
|
| MANE |  | 33.27 719 | 12.69 676 | 21.10 625 | 22.10 706 | 15.09 712 | 49.75 720 | 29.51 723 | 54.10 738 | 56.36 722 | 59.73 738 | 64.93 740 | 65.43 743 | 57.34 746 | 52.70 738 | 41.02 716 | 10.52 714 | 6.09 719 | 7.35 700 | 20.29 736 | 9.66 689 | 9.65 699 |
|
| TARStereo |  | 35.88 726 | 8.27 639 | 55.15 717 | 18.27 692 | 14.38 707 | 62.84 742 | 34.84 734 | 55.27 739 | 73.51 760 | 60.72 740 | 70.46 754 | 70.92 754 | 59.64 749 | 43.48 721 | 38.94 710 | 6.61 694 | 3.80 704 | 5.22 683 | 5.64 702 | 12.83 706 | 16.77 722 |
|
| ACVNet_1 |  | 42.11 736 | 50.66 739 | 66.19 741 | 45.24 740 | 25.33 732 | 50.11 721 | 25.60 712 | 55.90 740 | 65.25 747 | 60.15 739 | 59.98 728 | 63.57 740 | 50.05 733 | 50.45 730 | 38.46 706 | 20.06 732 | 11.00 731 | 38.79 741 | 14.48 731 | 31.31 736 | 19.68 732 |
|
| SGM+DAISY |  | 55.54 745 | 57.77 743 | 64.45 738 | 40.89 735 | 53.89 748 | 63.34 745 | 50.45 748 | 56.00 741 | 45.95 678 | 61.43 745 | 64.32 736 | 61.05 734 | 56.70 745 | 61.32 746 | 56.86 749 | 56.51 760 | 49.35 762 | 50.49 744 | 50.00 751 | 52.52 746 | 57.57 755 |
|
| anonymity |  | 52.60 742 | 58.73 744 | 63.81 735 | 41.37 736 | 59.41 754 | 53.52 726 | 41.39 739 | 56.50 742 | 40.60 648 | 55.03 728 | 49.64 700 | 49.57 717 | 56.22 743 | 59.42 743 | 50.07 742 | 55.57 753 | 50.19 764 | 51.15 745 | 51.23 752 | 51.90 745 | 56.75 754 |
|
| Consistency-Raft |  | 41.94 735 | 35.39 731 | 45.40 697 | 33.16 728 | 41.47 743 | 45.14 716 | 33.50 730 | 56.78 743 | 55.37 717 | 32.11 667 | 65.41 741 | 30.46 622 | 49.76 732 | 40.94 716 | 48.33 739 | 27.72 737 | 35.00 750 | 43.33 742 | 51.89 754 | 39.60 739 | 28.04 735 |
|
| RainbowNet |  | 51.77 741 | 63.10 751 | 65.03 740 | 60.15 745 | 39.21 742 | 59.39 739 | 31.46 727 | 57.61 744 | 78.49 767 | 50.61 720 | 66.05 744 | 59.57 731 | 45.26 722 | 50.17 729 | 42.57 721 | 46.92 748 | 45.90 758 | 53.26 747 | 32.46 743 | 54.03 749 | 34.14 739 |
|
| UHP |  | 42.58 738 | 20.70 710 | 61.46 733 | 27.80 719 | 13.18 702 | 71.87 754 | 34.32 733 | 59.78 745 | 76.11 763 | 75.06 762 | 79.45 764 | 82.41 767 | 71.61 758 | 62.40 747 | 54.60 747 | 8.21 705 | 3.24 697 | 8.40 705 | 4.59 693 | 20.43 725 | 16.02 721 |
|
| SPS-STEREO |   | 56.02 746 | 59.82 747 | 64.35 737 | 45.23 739 | 53.96 749 | 61.34 741 | 44.05 744 | 60.08 746 | 50.73 699 | 62.61 748 | 61.78 731 | 59.73 732 | 57.62 747 | 60.63 744 | 59.08 750 | 58.29 761 | 48.28 759 | 51.30 746 | 49.29 750 | 55.67 750 | 56.59 753 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| MADNet+ |  | 53.97 743 | 69.36 754 | 98.79 785 | 67.30 749 | 38.52 740 | 79.97 766 | 81.50 769 | 61.38 747 | 62.53 740 | 52.01 724 | 55.50 721 | 61.22 735 | 59.61 748 | 70.25 754 | 77.26 775 | 25.21 735 | 25.07 745 | 17.40 722 | 12.69 728 | 34.21 738 | 29.70 738 |
|
| MFMNet_re |  | 72.11 758 | 79.45 765 | 64.79 739 | 52.91 742 | 84.26 769 | 78.00 764 | 69.47 760 | 64.08 748 | 67.45 754 | 61.33 744 | 71.28 756 | 64.22 741 | 69.42 756 | 72.45 757 | 61.54 752 | 81.63 775 | 73.93 777 | 80.19 761 | 74.21 763 | 83.02 771 | 88.49 777 |
|
| JetBlue |  | 54.72 744 | 46.20 738 | 75.05 753 | 51.44 741 | 47.85 744 | 76.48 761 | 62.38 755 | 64.44 749 | 62.86 741 | 63.67 750 | 65.49 742 | 78.96 761 | 68.77 754 | 68.63 752 | 75.95 774 | 37.07 740 | 25.78 747 | 29.10 737 | 29.19 741 | 29.75 735 | 35.27 741 |
|
| UNDER WATER-64 |  | 73.59 762 | 75.19 761 | 88.26 771 | 74.50 752 | 55.55 752 | 78.94 765 | 76.55 766 | 65.86 750 | 68.37 755 | 75.79 764 | 69.24 753 | 84.00 771 | 77.49 767 | 69.01 753 | 73.11 768 | 81.39 774 | 57.22 769 | 82.69 766 | 80.62 767 | 69.53 756 | 68.45 764 |
|
| noway2 |  | 74.82 765 | 90.51 775 | 86.11 769 | 97.71 781 | 97.20 781 | 94.29 771 | 92.79 775 | 66.76 751 | 50.07 696 | 59.02 734 | 66.27 746 | 67.17 748 | 44.73 721 | 83.77 776 | 72.42 767 | 55.72 754 | 22.33 742 | 83.86 774 | 82.77 773 | 94.72 782 | 88.14 774 |
|
| noway3 |  | 75.10 769 | 90.49 774 | 85.94 768 | 97.77 782 | 97.18 778 | 94.35 777 | 92.89 778 | 67.32 752 | 50.08 697 | 58.76 733 | 68.07 750 | 67.49 749 | 47.01 728 | 84.71 777 | 72.10 766 | 56.22 758 | 21.83 739 | 84.10 775 | 82.69 772 | 94.78 785 | 88.27 776 |
|
| UNDER WATER |  | 76.36 770 | 79.65 766 | 88.23 770 | 84.62 764 | 67.01 761 | 77.90 763 | 78.03 767 | 67.43 753 | 72.64 759 | 75.52 763 | 71.49 758 | 85.52 773 | 82.57 772 | 70.68 756 | 75.48 773 | 79.61 771 | 54.01 766 | 86.59 777 | 84.76 776 | 72.44 761 | 72.94 767 |
|
| TorneroNet-64 |  | 66.18 753 | 71.37 756 | 72.19 751 | 76.80 754 | 59.54 755 | 67.82 750 | 59.56 752 | 67.83 754 | 79.98 768 | 63.09 749 | 67.00 747 | 82.98 768 | 69.97 757 | 68.02 749 | 62.78 756 | 49.03 750 | 44.17 757 | 73.23 755 | 64.19 756 | 69.14 755 | 54.83 752 |
|
| noway4 |  | 74.69 764 | 91.91 780 | 85.62 765 | 97.67 778 | 97.18 778 | 94.33 776 | 92.85 777 | 68.76 755 | 47.98 686 | 58.68 732 | 66.05 744 | 65.91 744 | 45.29 725 | 82.12 772 | 71.89 765 | 55.99 757 | 22.33 742 | 83.72 773 | 82.58 771 | 94.81 786 | 88.15 775 |
|
| IMH-64-1 |  | 59.89 750 | 58.89 745 | 69.08 745 | 66.46 746 | 50.96 746 | 57.48 732 | 51.18 749 | 69.03 756 | 67.25 751 | 67.90 753 | 80.31 766 | 70.42 751 | 74.30 762 | 72.66 760 | 50.07 742 | 42.88 744 | 43.00 755 | 65.88 751 | 47.48 747 | 53.41 747 | 39.15 742 |
|
| IMH-64 |  | 59.89 750 | 58.89 745 | 69.08 745 | 66.46 746 | 50.96 746 | 57.48 732 | 51.18 749 | 69.03 756 | 67.25 751 | 67.90 753 | 80.31 766 | 70.42 751 | 74.30 762 | 72.66 760 | 50.07 742 | 42.88 744 | 43.00 755 | 65.88 751 | 47.48 747 | 53.41 747 | 39.15 742 |
|
| ktn |  | 72.86 761 | 80.20 768 | 70.88 749 | 79.38 760 | 69.76 765 | 75.01 755 | 70.17 763 | 69.27 758 | 77.21 764 | 73.05 759 | 77.79 762 | 77.79 759 | 77.01 766 | 73.04 762 | 56.44 748 | 79.36 770 | 66.31 772 | 80.24 762 | 68.37 757 | 72.53 762 | 63.45 759 |
|
| noway1 |  | 74.87 767 | 91.64 779 | 85.84 766 | 97.67 778 | 97.20 781 | 94.31 773 | 93.00 780 | 69.48 759 | 47.62 684 | 59.40 736 | 67.47 749 | 67.08 747 | 45.76 726 | 82.10 771 | 71.71 763 | 55.93 756 | 22.26 740 | 83.62 772 | 82.46 769 | 94.75 783 | 88.04 772 |
|
| zzzz4 |  | 74.87 767 | 91.63 778 | 85.87 767 | 97.67 778 | 97.19 780 | 94.29 771 | 92.99 779 | 69.50 760 | 47.74 685 | 59.43 737 | 67.14 748 | 67.04 746 | 45.82 727 | 82.16 773 | 71.81 764 | 55.91 755 | 22.27 741 | 83.61 771 | 82.46 769 | 94.75 783 | 88.08 773 |
|
| notaker |  | 72.59 760 | 79.99 767 | 79.75 759 | 79.06 758 | 68.60 762 | 63.66 746 | 62.15 754 | 69.61 761 | 75.78 762 | 77.77 766 | 79.16 763 | 79.92 764 | 84.80 777 | 77.69 766 | 59.73 751 | 70.15 767 | 61.03 771 | 77.65 758 | 68.69 758 | 70.81 757 | 65.81 762 |
|
| TCMNet-wrong-test |  | 76.88 771 | 91.55 777 | 89.69 772 | 97.65 777 | 97.33 783 | 94.96 779 | 92.79 775 | 70.14 762 | 66.18 748 | 63.79 751 | 71.43 757 | 65.35 742 | 51.30 735 | 85.36 778 | 74.52 771 | 56.30 759 | 20.24 738 | 82.94 770 | 82.30 768 | 95.20 787 | 88.51 778 |
|
| LRCNet_RVC |  | 73.95 763 | 70.63 755 | 75.65 754 | 77.92 756 | 60.69 757 | 41.66 711 | 16.24 661 | 71.26 763 | 48.66 688 | 88.23 778 | 93.84 781 | 90.11 779 | 82.18 771 | 80.69 770 | 61.88 753 | 97.09 787 | 72.20 776 | 96.71 786 | 97.62 787 | 77.99 767 | 77.70 769 |
|
| TorneroNet |  | 71.59 756 | 73.91 760 | 76.67 756 | 81.06 763 | 65.65 759 | 71.44 753 | 65.68 757 | 71.66 764 | 75.08 761 | 71.76 757 | 73.09 759 | 84.12 772 | 74.51 764 | 70.46 755 | 69.58 760 | 59.87 762 | 48.58 760 | 79.93 759 | 73.78 762 | 75.74 766 | 69.18 765 |
|
| IMH |  | 63.51 752 | 61.05 749 | 69.15 747 | 69.90 750 | 54.09 751 | 65.82 749 | 55.66 751 | 72.12 765 | 72.52 758 | 72.73 758 | 81.82 768 | 73.16 756 | 79.86 768 | 77.03 765 | 52.57 745 | 44.46 746 | 50.01 763 | 68.11 753 | 51.57 753 | 56.59 751 | 41.88 745 |
|
| ACVNet_2 |  | 58.13 749 | 62.74 750 | 73.58 752 | 66.59 748 | 38.77 741 | 63.23 744 | 49.56 747 | 72.12 765 | 82.24 771 | 79.37 769 | 88.96 778 | 76.25 758 | 73.29 761 | 55.14 742 | 48.05 737 | 38.17 741 | 24.21 744 | 54.92 748 | 37.94 746 | 48.23 744 | 29.29 737 |
|
| PWCK |  | 66.53 754 | 88.82 773 | 80.30 760 | 80.69 762 | 30.85 735 | 65.18 748 | 41.64 741 | 72.55 767 | 71.28 757 | 78.68 768 | 69.18 752 | 78.14 760 | 62.17 750 | 82.93 774 | 63.46 757 | 80.46 772 | 40.52 754 | 82.05 765 | 47.71 749 | 74.54 765 | 39.47 744 |
|
| HanzoNet |  | 77.99 774 | 81.45 770 | 83.64 761 | 78.05 757 | 69.26 763 | 75.78 759 | 69.09 759 | 73.99 768 | 78.09 766 | 82.39 772 | 83.06 769 | 85.66 776 | 87.00 780 | 86.11 779 | 74.40 770 | 85.46 780 | 68.53 774 | 81.84 764 | 75.61 765 | 73.07 763 | 67.26 763 |
|
| DPSimNet_ROB |  | 74.86 766 | 83.75 771 | 61.14 732 | 77.51 755 | 65.78 760 | 76.04 760 | 75.86 765 | 74.62 769 | 77.61 765 | 82.20 771 | 75.97 761 | 80.50 765 | 72.45 759 | 68.06 750 | 84.65 780 | 81.90 776 | 52.11 765 | 79.97 760 | 76.71 766 | 70.85 758 | 79.47 770 |
|
| WAO-6 |  | 71.06 755 | 73.42 758 | 67.24 742 | 79.78 761 | 61.93 758 | 69.67 751 | 60.23 753 | 75.12 770 | 87.02 774 | 74.87 761 | 79.60 765 | 79.28 762 | 84.75 776 | 68.25 751 | 61.91 754 | 67.67 764 | 48.98 761 | 81.65 763 | 73.43 761 | 66.76 753 | 59.64 756 |
|
| LVE |  | 71.96 757 | 73.19 757 | 84.13 763 | 75.60 753 | 55.78 753 | 75.59 757 | 63.60 756 | 77.67 771 | 83.64 772 | 82.16 770 | 87.25 776 | 83.54 770 | 82.79 773 | 76.17 763 | 65.22 758 | 49.11 751 | 57.71 770 | 74.86 757 | 62.93 755 | 66.84 754 | 61.36 757 |
|
| WAO-8 |  | 77.20 772 | 78.94 763 | 67.39 743 | 86.73 768 | 72.82 766 | 79.98 767 | 69.63 761 | 77.88 772 | 88.66 777 | 83.17 773 | 86.77 773 | 85.56 774 | 85.20 778 | 72.63 758 | 69.82 761 | 75.00 768 | 55.65 767 | 87.92 780 | 83.63 774 | 71.60 759 | 64.97 760 |
|
| Venus |  | 77.20 772 | 78.94 763 | 67.39 743 | 86.73 768 | 72.82 766 | 79.98 767 | 69.63 761 | 77.88 772 | 88.66 777 | 83.17 773 | 86.77 773 | 85.56 774 | 85.20 778 | 72.63 758 | 69.82 761 | 75.00 768 | 55.65 767 | 87.92 780 | 83.63 774 | 71.61 760 | 64.97 760 |
|
| WAO-7 |  | 72.48 759 | 78.58 762 | 55.84 720 | 79.20 759 | 69.56 764 | 71.30 752 | 73.06 764 | 78.20 774 | 84.37 773 | 77.52 765 | 85.78 772 | 79.44 763 | 80.26 769 | 65.93 748 | 66.47 759 | 62.13 763 | 69.81 775 | 70.46 754 | 73.18 760 | 66.66 752 | 61.95 758 |
|
| JetRed |  | 79.80 775 | 80.33 769 | 91.79 774 | 71.25 751 | 75.71 768 | 91.85 770 | 80.84 768 | 79.41 775 | 80.84 769 | 84.48 775 | 84.47 771 | 83.34 769 | 72.72 760 | 79.51 767 | 85.74 781 | 69.66 766 | 81.68 778 | 73.70 756 | 72.68 759 | 82.42 770 | 73.53 768 |
|
| Selective-IGEV-i1pa |  | 57.38 748 | 73.68 759 | 57.99 728 | 30.52 726 | 16.00 716 | 94.78 778 | 47.32 746 | 81.01 776 | 87.35 775 | 88.30 779 | 87.25 776 | 74.22 757 | 69.27 755 | 94.79 784 | 75.11 772 | 45.36 747 | 27.45 749 | 26.50 733 | 13.85 730 | 21.66 728 | 35.12 740 |
|
| Dean |  | 80.94 776 | 86.19 772 | 83.94 762 | 85.03 767 | 60.07 756 | 75.42 756 | 67.27 758 | 81.85 777 | 88.36 776 | 92.35 780 | 87.09 775 | 92.14 781 | 93.19 782 | 83.37 775 | 74.06 769 | 68.69 765 | 66.48 773 | 94.89 785 | 84.90 777 | 83.86 772 | 69.69 766 |
|
| KSHMR |  | 88.63 779 | 93.05 781 | 84.15 764 | 95.59 775 | 91.74 775 | 82.94 769 | 83.28 770 | 84.59 778 | 81.87 770 | 87.85 777 | 83.96 770 | 91.71 780 | 81.49 770 | 76.73 764 | 82.12 779 | 96.47 786 | 96.06 783 | 96.71 786 | 97.16 786 | 92.74 778 | 92.47 785 |
|
| Selective-IGEV-i16pa |  | 56.56 747 | 60.67 748 | 69.19 748 | 22.34 707 | 15.26 713 | 97.11 781 | 30.72 726 | 86.87 779 | 94.61 783 | 85.93 776 | 93.32 779 | 82.19 766 | 75.10 765 | 96.78 786 | 79.88 778 | 31.52 738 | 14.19 735 | 17.22 721 | 8.27 715 | 17.02 718 | 52.98 751 |
|
| xxxxx1 |  | 91.89 781 | 95.36 783 | 98.42 782 | 87.40 770 | 89.37 772 | 98.54 783 | 98.20 786 | 92.95 780 | 93.30 780 | 93.53 781 | 95.30 782 | 97.01 783 | 96.36 783 | 94.68 781 | 94.93 782 | 83.39 777 | 84.31 779 | 82.86 767 | 88.15 780 | 84.30 773 | 89.46 779 |
|
| tt_ll |  | 91.89 781 | 95.36 783 | 98.42 782 | 87.40 770 | 89.37 772 | 98.54 783 | 98.20 786 | 92.95 780 | 93.30 780 | 93.53 781 | 95.30 782 | 97.01 783 | 96.36 783 | 94.68 781 | 94.93 782 | 83.39 777 | 84.31 779 | 82.86 767 | 88.15 780 | 84.30 773 | 89.46 779 |
|
| ff |  | 91.89 781 | 95.36 783 | 98.42 782 | 87.40 770 | 89.37 772 | 98.54 783 | 98.20 786 | 92.95 780 | 93.30 780 | 93.53 781 | 95.30 782 | 97.01 783 | 96.36 783 | 94.68 781 | 94.93 782 | 83.39 777 | 84.31 779 | 82.86 767 | 88.15 780 | 84.30 773 | 89.46 779 |
|
| RSGM-EC |  | 88.05 777 | 67.56 752 | 54.72 712 | 84.76 765 | 87.14 770 | 94.31 773 | 92.47 773 | 94.54 783 | 98.04 784 | 95.58 784 | 98.08 785 | 85.88 777 | 83.46 774 | 79.65 768 | 79.54 776 | 95.39 784 | 97.60 784 | 91.56 782 | 95.03 784 | 94.55 780 | 91.16 782 |
|
| acva |  | 88.05 777 | 67.56 752 | 54.72 712 | 84.76 765 | 87.14 770 | 94.31 773 | 92.47 773 | 94.54 783 | 98.04 784 | 95.58 784 | 98.08 785 | 85.88 777 | 83.46 774 | 79.65 768 | 79.54 776 | 95.39 784 | 97.60 784 | 91.56 782 | 95.03 784 | 94.55 780 | 91.16 782 |
|
| MADNet++ |  | 94.07 785 | 93.58 782 | 90.62 773 | 96.24 776 | 96.57 777 | 97.26 782 | 90.52 772 | 94.64 785 | 91.89 779 | 97.09 786 | 93.64 780 | 94.65 782 | 92.81 781 | 96.06 785 | 95.06 785 | 95.31 783 | 95.85 782 | 92.44 784 | 92.08 783 | 91.00 777 | 94.17 787 |
|
| test_example2 |  | 99.67 792 | 99.99 791 | 99.99 791 | 100.00 794 | 99.99 793 | 99.87 789 | 99.99 791 | 98.01 786 | 100.00 792 | 100.00 794 | 100.00 791 | 98.18 787 | 98.43 786 | 99.98 791 | 99.98 791 | 100.00 793 | 99.99 791 | 99.40 789 | 99.52 790 | 100.00 795 | 100.00 795 |
|
| PML |  | 99.07 786 | 100.00 794 | 98.17 781 | 99.22 786 | 99.21 789 | 99.98 791 | 99.74 789 | 98.27 787 | 98.10 786 | 100.00 794 | 99.37 787 | 98.77 788 | 99.85 789 | 100.00 794 | 98.07 787 | 100.00 793 | 99.54 787 | 100.00 791 | 99.51 789 | 99.87 792 | 93.65 786 |
|
| MEDIAN_ROB |  | 99.20 787 | 99.85 789 | 99.64 787 | 98.51 785 | 98.53 788 | 98.60 786 | 97.88 785 | 98.83 788 | 98.59 787 | 99.35 790 | 99.47 788 | 99.57 791 | 99.05 787 | 98.38 787 | 98.37 788 | 99.99 791 | 99.63 788 | 100.00 791 | 100.00 792 | 99.82 791 | 99.92 793 |
|
| HaxPig |  | 99.40 788 | 99.99 791 | 97.53 780 | 99.99 793 | 99.99 793 | 96.91 780 | 97.19 783 | 99.57 789 | 99.99 790 | 99.98 793 | 100.00 791 | 99.99 796 | 99.96 790 | 99.06 788 | 97.86 786 | 99.99 791 | 100.00 792 | 100.00 791 | 100.00 792 | 100.00 795 | 99.98 794 |
|
| USTest |  | 93.46 784 | 90.54 776 | 77.93 758 | 88.02 773 | 92.66 776 | 99.95 790 | 99.98 790 | 99.76 790 | 99.80 788 | 99.20 789 | 99.52 789 | 98.00 786 | 99.17 788 | 89.23 780 | 99.32 789 | 90.19 781 | 98.20 786 | 84.23 776 | 87.33 779 | 84.55 776 | 91.69 784 |
|
| ccccc |  | | 98.11 788 | | 100.00 794 | 100.00 795 | 99.33 788 | | 99.78 791 | | 99.63 791 | | 99.67 792 | | 99.95 790 | | 100.00 793 | 100.00 792 | 99.97 790 | 99.91 791 | 100.00 795 | |
|
| Anonymous_1 |  | 99.63 791 | 99.96 790 | 99.94 790 | 99.77 790 | 99.59 790 | 100.00 792 | 100.00 792 | 99.81 792 | 99.98 789 | 99.63 791 | 99.94 790 | 99.75 793 | 100.00 791 | 99.67 789 | 99.89 790 | 98.37 790 | 99.84 789 | 98.70 788 | 99.26 788 | 99.29 790 | 99.24 790 |
|
| zzzzzz3 |  | 99.49 789 | 97.95 787 | 99.83 789 | 99.34 788 | 98.19 787 | 100.00 792 | 100.00 792 | 100.00 793 | 100.00 792 | 100.00 794 | 100.00 791 | 99.46 789 | 100.00 791 | 100.00 794 | 100.00 794 | 98.17 788 | 100.00 792 | 100.00 791 | 100.00 792 | 98.07 788 | 98.76 788 |
|
| zzzz2 |  | 100.00 798 | 100.00 794 | 100.00 794 | 100.00 794 | 100.00 795 | 100.00 792 | 100.00 792 | 100.00 793 | 100.00 792 | 100.00 794 | 100.00 791 | 100.00 798 | 100.00 791 | 100.00 794 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 791 | 100.00 792 | 100.00 795 | 100.00 795 |
|
| zzz1 |  | 99.49 789 | 97.91 786 | 99.99 791 | 99.34 788 | 98.18 786 | 100.00 792 | 100.00 792 | 100.00 793 | 100.00 792 | 100.00 794 | 100.00 791 | 99.46 789 | 100.00 791 | 100.00 794 | 100.00 794 | 98.17 788 | 100.00 792 | 100.00 791 | 100.00 792 | 98.07 788 | 98.78 789 |
|
| noway5 |  | 100.00 798 | 100.00 794 | 100.00 794 | 100.00 794 | 100.00 795 | 100.00 792 | 100.00 792 | 100.00 793 | 100.00 792 | 100.00 794 | 100.00 791 | 100.00 798 | 100.00 791 | 100.00 794 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 791 | 100.00 792 | 100.00 795 | 100.00 795 |
|
| fast-reg |  | 100.00 798 | 100.00 794 | 100.00 794 | 100.00 794 | 100.00 795 | 100.00 792 | 100.00 792 | 100.00 793 | 100.00 792 | 100.00 794 | 100.00 791 | 100.00 798 | 100.00 791 | 100.00 794 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 791 | 100.00 792 | 100.00 795 | 100.00 795 |
|
| iinet-test |  | 99.97 796 | 100.00 794 | 100.00 794 | 99.84 791 | 99.87 791 | 100.00 792 | 100.00 792 | 100.00 793 | 100.00 792 | 100.00 794 | 100.00 791 | 100.00 798 | 100.00 791 | 100.00 794 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 791 | 100.00 792 | 99.92 793 | 99.83 792 |
|
| IINet |  | 99.97 796 | 100.00 794 | 100.00 794 | 99.84 791 | 99.87 791 | 100.00 792 | 100.00 792 | 100.00 793 | 100.00 792 | 100.00 794 | 100.00 791 | 100.00 798 | 100.00 791 | 100.00 794 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 791 | 100.00 792 | 99.92 793 | 99.82 791 |
|
| Hybrid-DGEV |  | 100.00 798 | 100.00 794 | 100.00 794 | 100.00 794 | 100.00 795 | 100.00 792 | 100.00 792 | 100.00 793 | 100.00 792 | 100.00 794 | 100.00 791 | 100.00 798 | 100.00 791 | 100.00 794 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 791 | 100.00 792 | 100.00 795 | 100.00 795 |
|
| RAFT-FEzeroshot |  | 100.00 798 | 100.00 794 | 100.00 794 | 100.00 794 | 100.00 795 | 100.00 792 | 100.00 792 | 100.00 793 | 100.00 792 | 100.00 794 | 100.00 791 | 100.00 798 | 100.00 791 | 100.00 794 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 791 | 100.00 792 | 100.00 795 | 100.00 795 |
|
| RAFT-FE |  | 100.00 798 | 100.00 794 | 100.00 794 | 100.00 794 | 100.00 795 | 100.00 792 | 100.00 792 | 100.00 793 | 100.00 792 | 100.00 794 | 100.00 791 | 100.00 798 | 100.00 791 | 100.00 794 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 791 | 100.00 792 | 100.00 795 | 100.00 795 |
|
| FlowAnything |  | 100.00 798 | 100.00 794 | 100.00 794 | 100.00 794 | 100.00 795 | 100.00 792 | 100.00 792 | 100.00 793 | 100.00 792 | 100.00 794 | 100.00 791 | 100.00 798 | 100.00 791 | 100.00 794 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 791 | 100.00 792 | 100.00 795 | 100.00 795 |
|
| Selective-RAFT-Error |  | 100.00 798 | 100.00 794 | 100.00 794 | 100.00 794 | 100.00 795 | 100.00 792 | 100.00 792 | 100.00 793 | 100.00 792 | 100.00 794 | 100.00 791 | 100.00 798 | 100.00 791 | 100.00 794 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 791 | 100.00 792 | 100.00 795 | 100.00 795 |
|
| tt |  | 89.84 780 | 1.21 127 | 99.99 791 | 99.29 787 | 100.00 795 | 100.00 792 | 100.00 792 | 100.00 793 | 99.99 790 | 78.46 767 | 68.51 751 | 99.99 796 | 100.00 791 | 100.00 794 | 100.00 794 | 95.27 782 | 99.93 790 | 87.33 778 | 86.20 778 | 94.13 779 | 86.50 771 |
|
| CasAABBNet |  | 100.00 798 | 100.00 794 | 100.00 794 | 100.00 794 | 100.00 795 | 100.00 792 | 100.00 792 | 100.00 793 | 100.00 792 | 100.00 794 | 100.00 791 | 100.00 798 | 100.00 791 | 100.00 794 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 791 | 100.00 792 | 100.00 795 | 100.00 795 |
|
| LSM0 |  | 100.00 798 | 100.00 794 | 100.00 794 | 100.00 794 | 100.00 795 | 100.00 792 | 100.00 792 | 100.00 793 | 100.00 792 | 100.00 794 | 100.00 791 | 100.00 798 | 100.00 791 | 100.00 794 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 791 | 100.00 792 | 100.00 795 | 100.00 795 |
|
| DPSMNet_ROB |  | 99.95 794 | 100.00 794 | 100.00 794 | 100.00 794 | 100.00 795 | 100.00 792 | 100.00 792 | 100.00 793 | 100.00 792 | 99.16 787 | 100.00 791 | 99.95 794 | 100.00 791 | 99.98 791 | 99.99 792 | 100.00 793 | 100.00 792 | 100.00 791 | 100.00 792 | 100.00 795 | 100.00 795 |
|
| DGTPSM_ROB |  | 99.95 794 | 100.00 794 | 100.00 794 | 100.00 794 | 100.00 795 | 100.00 792 | 100.00 792 | 100.00 793 | 100.00 792 | 99.16 787 | 100.00 791 | 99.95 794 | 100.00 791 | 99.98 791 | 99.99 792 | 100.00 793 | 100.00 792 | 100.00 791 | 100.00 792 | 100.00 795 | 100.00 795 |
|
| DPSM_ROB |  | 100.00 798 | 100.00 794 | 100.00 794 | 100.00 794 | 100.00 795 | 100.00 792 | 100.00 792 | 100.00 793 | 100.00 792 | 100.00 794 | 100.00 791 | 100.00 798 | 100.00 791 | 100.00 794 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 791 | 100.00 792 | 100.00 795 | 100.00 795 |
|
| DPSM |  | 100.00 798 | 100.00 794 | 100.00 794 | 100.00 794 | 100.00 795 | 100.00 792 | 100.00 792 | 100.00 793 | 100.00 792 | 100.00 794 | 100.00 791 | 100.00 798 | 100.00 791 | 100.00 794 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 791 | 100.00 792 | 100.00 795 | 100.00 795 |
|
| AVERAGE_ROB |  | 99.81 793 | 99.99 791 | 99.44 786 | 100.00 794 | 100.00 795 | 99.02 787 | 97.81 784 | 100.00 793 | 100.00 792 | 100.00 794 | 100.00 791 | 100.00 798 | 100.00 791 | 100.00 794 | 100.00 794 | 100.00 793 | 100.00 792 | 100.00 791 | 100.00 792 | 100.00 795 | 100.00 795 |
|