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