| S2M2_XL |  | 1.03 1 | 1.01 65 | 3.78 36 | 2.42 12 | 0.31 5 | 0.43 1 | 0.01 1 | 1.74 2 | 1.12 1 | 1.28 15 | 2.82 68 | 1.72 82 | 1.19 64 | 1.48 1 | 1.21 49 | 0.03 74 | 0.01 15 | 0.01 229 | 0.00 1 | 0.02 5 | 0.02 2 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| BLMT-Stereo |  | 1.15 4 | 0.61 2 | 3.56 24 | 3.13 72 | 0.42 21 | 0.56 2 | 0.27 52 | 2.13 4 | 2.64 40 | 1.13 7 | 2.75 63 | 1.17 58 | 0.15 1 | 2.25 2 | 1.81 118 | 0.16 298 | 0.01 15 | 0.00 1 | 0.02 175 | 0.03 29 | 0.18 33 |
|
| CroCo-Stereo |   | 3.51 160 | 2.49 434 | 8.03 270 | 9.10 527 | 1.26 162 | 0.97 3 | 0.96 112 | 11.24 208 | 8.52 232 | 3.79 146 | 4.87 130 | 7.93 275 | 4.44 212 | 3.26 29 | 2.76 200 | 0.03 74 | 0.00 1 | 0.00 1 | 0.00 1 | 0.34 301 | 0.16 29 |
| 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 |
| PSi22a |  | 1.32 6 | 0.64 3 | 2.10 1 | 2.87 52 | 0.95 113 | 1.10 4 | 0.09 18 | 5.67 27 | 1.53 7 | 0.89 5 | 0.11 1 | 2.93 137 | 1.04 58 | 2.41 7 | 1.15 43 | 0.02 41 | 1.05 506 | 0.00 1 | 0.10 281 | 0.03 29 | 1.77 416 |
|
| CroCo-Stereo Lap2 |  | 4.21 206 | 2.60 445 | 9.11 308 | 10.21 556 | 6.06 555 | 1.11 5 | 0.78 98 | 10.63 187 | 8.34 224 | 3.46 138 | 5.18 148 | 8.92 290 | 5.66 281 | 6.42 109 | 4.53 311 | 0.03 74 | 0.05 94 | 0.00 1 | 0.00 1 | 0.81 489 | 0.39 84 |
|
| PipStereo |  | 1.43 10 | 0.68 7 | 2.41 2 | 2.85 50 | 1.00 119 | 1.18 6 | 0.09 18 | 5.93 33 | 1.51 5 | 0.87 4 | 0.12 3 | 3.91 164 | 0.86 49 | 3.08 23 | 1.09 38 | 0.03 74 | 1.14 538 | 0.00 1 | 0.00 1 | 0.03 29 | 1.87 437 |
|
| PSi22b |  | 1.40 8 | 0.67 6 | 2.51 3 | 2.82 46 | 0.98 117 | 1.19 7 | 0.12 28 | 5.67 27 | 1.53 7 | 0.86 3 | 0.12 3 | 3.81 163 | 0.59 32 | 3.08 23 | 0.93 18 | 0.03 74 | 1.13 533 | 0.00 1 | 0.00 1 | 0.03 29 | 1.85 434 |
|
| depth_test_26 |  | 1.61 20 | 0.82 35 | 3.51 21 | 2.60 22 | 0.56 45 | 1.22 8 | 0.09 18 | 3.16 7 | 2.90 51 | 0.56 1 | 7.44 196 | 1.99 102 | 1.13 62 | 4.78 69 | 0.86 9 | 0.05 131 | 0.05 94 | 0.01 229 | 0.03 192 | 0.04 54 | 0.37 77 |
|
| DepthFocus |  | 1.14 3 | 0.79 26 | 3.57 27 | 2.42 12 | 0.48 37 | 1.25 9 | 0.85 106 | 2.10 3 | 1.50 4 | 0.83 2 | 1.80 45 | 1.73 83 | 0.90 51 | 3.73 39 | 0.63 3 | 0.03 74 | 0.01 15 | 0.00 1 | 0.00 1 | 0.01 1 | 0.09 12 |
|
| Foundation-i32 |  | 1.39 7 | 0.64 3 | 3.17 7 | 2.97 62 | 1.09 130 | 1.34 10 | 0.08 13 | 4.94 11 | 1.57 9 | 1.48 27 | 0.62 17 | 3.43 147 | 0.29 11 | 2.28 5 | 0.92 15 | 0.03 74 | 1.08 514 | 0.03 294 | 0.00 1 | 0.03 29 | 1.84 428 |
|
| mm2 |  | 1.46 12 | 0.74 14 | 3.21 9 | 2.41 10 | 0.36 15 | 1.35 11 | 0.01 1 | 5.35 20 | 3.18 65 | 1.46 25 | 0.64 19 | 2.10 108 | 0.28 7 | 4.30 55 | 0.92 15 | 0.61 474 | 0.61 355 | 0.00 1 | 0.26 415 | 0.02 5 | 1.34 340 |
|
| mm1 |  | 1.44 11 | 0.74 14 | 3.21 9 | 2.41 10 | 0.36 15 | 1.35 11 | 0.01 1 | 4.94 11 | 3.18 65 | 1.46 25 | 0.64 19 | 2.10 108 | 0.28 7 | 4.30 55 | 0.92 15 | 0.61 474 | 0.61 355 | 0.00 1 | 0.26 415 | 0.02 5 | 1.34 340 |
|
| StereoAnything_RVC |  | 2.80 99 | 12.35 631 | 6.48 188 | 2.89 54 | 1.06 128 | 1.47 13 | 0.17 41 | 5.24 19 | 2.04 20 | 1.29 16 | 0.35 10 | 0.29 12 | 3.53 167 | 8.37 174 | 1.01 27 | 0.05 131 | 0.88 432 | 0.00 1 | 0.00 1 | 6.93 630 | 1.66 402 |
|
| 0shot-warping |  | 1.11 2 | 0.96 53 | 3.01 5 | 0.70 1 | 0.60 49 | 1.55 14 | 0.21 47 | 1.62 1 | 1.86 15 | 1.13 7 | 1.90 48 | 0.23 3 | 0.69 39 | 5.31 88 | 1.09 38 | 0.01 7 | 0.02 46 | 0.48 530 | 0.56 552 | 0.03 29 | 0.36 72 |
|
| qqai |  | 1.68 24 | 0.71 9 | 4.03 44 | 3.23 86 | 0.66 62 | 1.57 15 | 0.11 25 | 5.96 34 | 4.04 107 | 1.26 14 | 0.50 14 | 3.03 139 | 0.26 6 | 4.81 73 | 0.91 13 | 0.02 41 | 0.68 376 | 0.00 1 | 0.29 441 | 0.02 5 | 1.58 389 |
|
| derf |  | 1.49 13 | 0.70 8 | 3.51 21 | 3.25 89 | 0.63 57 | 1.58 16 | 0.10 23 | 5.23 18 | 3.85 95 | 1.32 17 | 0.49 13 | 1.14 57 | 0.25 5 | 4.62 61 | 0.82 6 | 0.01 7 | 0.43 301 | 0.00 1 | 0.32 459 | 0.02 5 | 1.49 378 |
|
| LGCAT |  | 1.60 18 | 0.73 12 | 3.25 14 | 3.13 72 | 0.34 11 | 1.63 17 | 0.02 4 | 2.97 6 | 1.86 15 | 1.62 40 | 0.61 15 | 1.78 88 | 1.35 74 | 6.38 108 | 1.38 71 | 0.66 488 | 1.84 620 | 0.00 1 | 0.01 132 | 0.02 5 | 2.45 537 |
|
| RAStereo |  | 2.53 71 | 1.48 175 | 7.27 230 | 4.18 183 | 1.48 196 | 1.78 18 | 0.13 29 | 8.50 122 | 8.15 220 | 2.40 88 | 4.11 101 | 3.37 145 | 0.81 47 | 3.73 39 | 2.75 198 | 0.05 131 | 0.00 1 | 0.00 1 | 0.00 1 | 0.35 307 | 0.14 24 |
|
| MaDis-Stereo |  | 2.96 111 | 2.05 321 | 7.26 229 | 3.35 104 | 2.54 331 | 1.78 18 | 0.28 54 | 8.41 118 | 5.58 144 | 2.77 110 | 3.62 84 | 7.05 248 | 4.60 220 | 5.95 96 | 3.33 243 | 0.01 7 | 0.05 94 | 0.00 1 | 0.00 1 | 0.19 208 | 0.39 84 |
|
| monsterstereo |  | 2.74 94 | 1.26 129 | 5.23 108 | 4.64 222 | 4.44 458 | 1.81 20 | 0.08 13 | 6.52 51 | 5.70 146 | 3.84 149 | 7.47 197 | 0.27 8 | 0.37 16 | 9.33 213 | 1.51 96 | 0.05 131 | 1.11 529 | 0.00 1 | 0.35 478 | 0.03 29 | 0.75 181 |
|
| HiDET |  | 1.65 22 | 0.66 5 | 3.60 30 | 2.94 57 | 0.46 29 | 1.94 21 | 0.02 4 | 6.37 41 | 3.42 81 | 1.52 35 | 0.68 23 | 1.27 62 | 0.95 54 | 4.92 79 | 2.00 136 | 0.31 379 | 0.53 327 | 0.00 1 | 0.23 384 | 0.01 1 | 1.17 308 |
|
| LCMNet |  | 2.07 46 | 0.71 9 | 3.39 17 | 2.31 9 | 0.61 52 | 1.95 22 | 0.09 18 | 6.95 70 | 7.84 209 | 1.41 23 | 1.63 43 | 1.25 61 | 1.31 69 | 6.83 115 | 1.95 128 | 0.48 438 | 0.58 348 | 0.00 1 | 0.24 394 | 0.02 5 | 1.82 426 |
|
| 252Zero-FE |  | 1.84 38 | 0.98 61 | 4.47 65 | 3.26 91 | 0.75 75 | 1.97 23 | 0.08 13 | 6.80 68 | 4.77 124 | 1.93 57 | 3.67 85 | 0.18 1 | 0.28 7 | 4.02 49 | 1.16 44 | 0.04 95 | 1.19 553 | 0.09 380 | 0.42 515 | 0.04 54 | 0.69 162 |
|
| LiteMatch* |   | 1.60 18 | 0.96 53 | 5.43 117 | 2.59 21 | 0.33 9 | 2.07 24 | 0.03 9 | 5.56 25 | 3.15 59 | 1.60 37 | 0.79 26 | 1.58 75 | 0.51 24 | 3.96 43 | 1.21 49 | 0.01 7 | 0.56 338 | 0.00 1 | 0.21 369 | 0.04 54 | 1.37 343 |
|
| GeoVLM |  | 1.59 16 | 0.74 14 | 3.21 9 | 2.46 17 | 0.35 13 | 2.13 25 | 0.02 4 | 5.35 20 | 3.20 68 | 1.83 54 | 0.67 22 | 2.08 107 | 1.26 67 | 4.37 57 | 1.39 74 | 0.61 474 | 0.61 355 | 0.00 1 | 0.26 415 | 0.02 5 | 1.32 338 |
|
| Test_v1 |  | 1.80 33 | 0.90 41 | 3.67 32 | 2.66 25 | 1.27 164 | 2.14 26 | 0.16 38 | 7.69 100 | 3.86 97 | 1.62 40 | 3.08 71 | 1.48 69 | 1.00 57 | 4.86 75 | 0.99 24 | 0.09 230 | 0.06 123 | 0.00 1 | 0.00 1 | 0.03 29 | 0.42 93 |
|
| LiteMatch |  | 2.36 60 | 2.17 364 | 3.23 13 | 4.11 174 | 0.72 66 | 2.15 27 | 1.49 174 | 5.39 22 | 3.17 63 | 1.79 50 | 0.63 18 | 2.12 110 | 5.23 261 | 4.28 53 | 9.36 451 | 0.06 170 | 0.04 79 | 0.00 1 | 0.00 1 | 0.32 287 | 0.95 243 |
|
| MonSter++ |  | 1.59 16 | 0.74 14 | 3.22 12 | 2.42 12 | 0.35 13 | 2.15 27 | 0.02 4 | 5.40 23 | 3.17 63 | 1.79 50 | 0.61 15 | 2.15 111 | 1.22 65 | 4.28 53 | 1.38 71 | 0.61 474 | 0.61 355 | 0.00 1 | 0.27 429 | 0.02 5 | 1.34 340 |
|
| monsters |  | 2.54 74 | 1.47 171 | 4.92 89 | 4.14 176 | 4.45 461 | 2.18 29 | 0.17 41 | 8.94 138 | 3.39 80 | 4.75 180 | 3.04 70 | 0.22 2 | 0.75 41 | 8.85 185 | 1.43 90 | 0.17 305 | 0.98 458 | 0.00 1 | 0.32 459 | 0.02 5 | 0.60 143 |
|
| aanet-new-78k |  | 2.86 107 | 1.71 219 | 12.34 461 | 3.53 120 | 0.61 52 | 2.20 30 | 1.30 146 | 7.48 91 | 2.19 25 | 1.89 55 | 4.21 103 | 1.03 51 | 6.31 308 | 8.93 188 | 1.35 66 | 0.02 41 | 0.72 383 | 0.00 1 | 0.00 1 | 0.07 92 | 1.41 357 |
|
| S2M2_L |  | 2.24 55 | 1.47 171 | 4.41 62 | 3.77 139 | 1.20 147 | 2.26 31 | 0.06 12 | 6.51 50 | 7.31 190 | 1.92 56 | 4.58 119 | 4.42 177 | 0.81 47 | 2.90 17 | 1.83 119 | 0.58 462 | 0.11 182 | 0.03 294 | 0.00 1 | 0.49 392 | 0.09 12 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| FoundationStereo |  | 1.56 15 | 0.84 38 | 3.56 24 | 3.37 106 | 1.49 202 | 2.27 32 | 0.59 82 | 3.96 8 | 2.27 27 | 2.10 68 | 0.11 1 | 2.58 126 | 2.83 143 | 2.97 19 | 1.00 25 | 0.04 95 | 0.88 432 | 0.00 1 | 0.00 1 | 0.02 5 | 0.34 64 |
|
| LACA3 |  | 1.49 13 | 1.16 101 | 2.90 4 | 1.45 2 | 0.85 93 | 2.31 33 | 1.59 194 | 5.16 16 | 1.59 10 | 1.34 18 | 0.65 21 | 0.65 37 | 0.61 34 | 8.94 189 | 0.45 1 | 0.04 95 | 0.01 15 | 0.00 1 | 0.00 1 | 0.04 54 | 0.12 19 |
|
| MatchStereo |   | 1.90 41 | 1.04 73 | 4.50 67 | 2.54 20 | 0.18 2 | 2.31 33 | 0.33 57 | 6.54 54 | 5.32 137 | 1.05 6 | 4.55 116 | 0.82 48 | 1.31 69 | 5.33 89 | 1.70 112 | 0.03 74 | 0.05 94 | 0.00 1 | 0.00 1 | 0.03 29 | 0.28 48 |
| Tingman Yan, Tao Liu, Xilian Yang, Qunfei Zhao, Zeyang Xia: MatchAttention: Matching the Relative Positions for High-Resolution Cross-View Matching. Arxiv, 2025 |
| Anonymus |   | 2.39 61 | 1.30 141 | 3.67 32 | 3.98 157 | 0.56 45 | 2.41 35 | 0.27 52 | 6.52 51 | 3.38 79 | 2.82 112 | 1.82 47 | 4.87 191 | 2.24 121 | 8.78 183 | 3.07 227 | 0.35 394 | 0.52 324 | 0.00 1 | 0.05 231 | 0.04 54 | 1.25 324 |
|
| LACA1 |  | 1.26 5 | 1.11 90 | 3.02 6 | 1.48 3 | 0.60 49 | 2.46 36 | 0.44 66 | 5.13 14 | 1.26 2 | 1.82 53 | 0.26 8 | 0.48 28 | 1.74 95 | 4.67 66 | 0.52 2 | 0.02 41 | 0.03 65 | 0.00 1 | 0.00 1 | 0.04 54 | 0.12 19 |
|
| Monster-pub-mixall |  | 2.13 52 | 0.98 61 | 4.13 47 | 2.74 40 | 0.99 118 | 2.50 37 | 0.53 76 | 6.96 71 | 3.27 70 | 3.25 132 | 3.80 90 | 0.40 24 | 0.48 23 | 9.26 210 | 1.12 41 | 0.02 41 | 1.14 538 | 0.01 229 | 0.18 348 | 0.04 54 | 0.70 168 |
|
| IGEV-Stereo+ |  | 3.03 116 | 1.10 88 | 5.14 107 | 3.52 119 | 4.87 485 | 2.53 38 | 0.68 88 | 4.40 10 | 3.11 55 | 2.20 74 | 0.71 24 | 0.79 47 | 3.45 161 | 8.89 187 | 1.25 52 | 0.08 217 | 0.70 379 | 0.00 1 | 0.40 511 | 5.72 626 | 11.13 667 |
|
| UniTT-Stereo |  | 3.10 125 | 1.22 121 | 7.79 258 | 4.50 212 | 2.51 327 | 2.59 39 | 0.42 63 | 5.88 32 | 5.74 149 | 5.46 208 | 7.76 203 | 1.12 55 | 1.46 82 | 9.06 196 | 5.42 342 | 0.06 170 | 0.07 138 | 0.00 1 | 0.01 132 | 0.60 434 | 0.26 45 |
|
| PointNet |  | 1.79 30 | 0.75 18 | 3.56 24 | 2.49 18 | 0.42 21 | 2.63 40 | 0.19 43 | 6.10 37 | 4.03 106 | 2.22 77 | 1.08 30 | 2.69 133 | 0.28 7 | 5.08 82 | 1.46 93 | 0.19 327 | 0.83 417 | 0.00 1 | 0.04 213 | 0.02 5 | 1.65 399 |
|
| dual_stereo |  | 2.05 44 | 0.76 21 | 3.43 18 | 2.96 58 | 1.50 206 | 2.64 41 | 0.08 13 | 5.59 26 | 2.63 39 | 1.35 20 | 0.77 25 | 2.38 119 | 0.61 34 | 10.75 262 | 1.98 133 | 0.02 41 | 1.41 595 | 0.00 1 | 0.23 384 | 0.01 1 | 1.86 435 |
|
| aanet-new-34k |  | 2.62 82 | 1.88 270 | 8.96 301 | 3.16 78 | 0.64 59 | 2.65 42 | 1.53 183 | 9.10 148 | 3.27 70 | 1.40 22 | 5.41 155 | 2.44 121 | 6.26 306 | 2.42 8 | 1.24 51 | 0.01 7 | 0.67 373 | 0.03 294 | 0.07 254 | 0.12 149 | 1.08 284 |
|
| DispViT+ |  | 2.53 71 | 0.81 32 | 3.69 34 | 1.65 5 | 5.13 501 | 2.71 43 | 0.09 18 | 13.20 237 | 6.78 183 | 1.73 46 | 1.08 30 | 0.72 43 | 1.05 59 | 9.42 220 | 1.60 105 | 0.74 498 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 29 | 0.06 6 |
|
| LG-Stereo_L2 |  | 1.81 34 | 1.11 90 | 5.06 98 | 3.06 68 | 0.92 103 | 2.71 43 | 0.43 65 | 7.45 89 | 1.91 19 | 1.93 57 | 0.44 12 | 0.41 25 | 0.52 27 | 8.16 163 | 1.05 34 | 0.05 131 | 0.73 387 | 0.00 1 | 0.00 1 | 0.04 54 | 0.32 58 |
|
| GCAP-BAT |  | 3.88 181 | 1.21 115 | 8.47 286 | 4.07 168 | 3.84 419 | 2.72 45 | 1.50 176 | 9.84 166 | 12.58 295 | 4.96 186 | 6.53 184 | 7.07 249 | 1.78 98 | 9.89 234 | 1.99 135 | 0.06 170 | 0.10 172 | 0.00 1 | 0.01 132 | 0.07 92 | 1.00 261 |
|
| GCAPDPT-zeroshot |  | 3.88 181 | 1.21 115 | 8.46 285 | 4.07 168 | 3.83 417 | 2.72 45 | 1.50 176 | 9.84 166 | 12.58 295 | 4.96 186 | 6.53 184 | 7.07 249 | 1.78 98 | 9.89 234 | 1.98 133 | 0.06 170 | 0.10 172 | 0.00 1 | 0.01 132 | 0.07 92 | 1.01 263 |
|
| GCAP-Stereo-DPT26K |  | 2.56 77 | 1.49 180 | 7.83 260 | 3.20 81 | 1.05 124 | 2.74 47 | 1.69 226 | 9.18 153 | 2.53 36 | 2.70 105 | 3.59 82 | 1.73 83 | 3.06 148 | 5.53 90 | 1.66 109 | 0.15 293 | 0.99 473 | 0.00 1 | 0.26 415 | 0.14 165 | 1.59 390 |
|
| MLG-Stereo_test1 |  | 1.73 26 | 0.79 26 | 3.82 38 | 2.83 47 | 2.75 350 | 2.77 48 | 0.15 35 | 6.43 47 | 2.10 23 | 1.21 10 | 0.16 5 | 1.52 72 | 0.52 27 | 7.62 144 | 0.90 12 | 0.03 74 | 0.74 389 | 0.00 1 | 0.03 192 | 0.03 29 | 0.24 40 |
|
| RAFT-Stereo + iAFF |  | 5.94 285 | 2.35 411 | 8.80 294 | 4.07 168 | 1.36 174 | 2.78 49 | 0.66 84 | 17.05 332 | 15.89 346 | 12.65 309 | 18.49 351 | 11.81 339 | 7.89 359 | 8.48 175 | 3.80 269 | 0.02 41 | 0.75 395 | 0.00 1 | 0.00 1 | 0.43 363 | 1.49 378 |
|
| MLG-Stereo_test2 |  | 1.82 35 | 0.81 32 | 3.61 31 | 3.13 72 | 2.26 307 | 2.82 50 | 0.16 38 | 5.42 24 | 2.37 31 | 2.20 74 | 0.17 6 | 3.22 144 | 0.17 3 | 7.52 139 | 0.91 13 | 0.37 404 | 0.71 382 | 0.00 1 | 0.00 1 | 0.05 68 | 0.51 122 |
|
| GCAP-Stereo-DPT-50K |  | 4.46 218 | 9.66 607 | 35.34 630 | 3.13 72 | 3.77 412 | 2.83 51 | 1.45 162 | 8.84 136 | 3.43 82 | 2.36 86 | 4.88 133 | 3.03 139 | 3.14 151 | 2.69 12 | 1.04 31 | 0.05 131 | 0.57 343 | 0.00 1 | 0.46 523 | 0.78 481 | 1.79 420 |
|
| LG-Stereo_L1 |  | 1.82 35 | 1.13 96 | 4.80 80 | 3.05 67 | 1.18 144 | 2.86 52 | 0.49 70 | 7.33 86 | 2.07 21 | 1.66 42 | 0.31 9 | 0.52 29 | 0.58 31 | 8.22 168 | 1.09 38 | 0.05 131 | 0.74 389 | 0.01 229 | 0.00 1 | 0.03 29 | 0.29 52 |
|
| GREAT-IGEV |   | 2.67 88 | 1.48 175 | 5.32 114 | 3.65 127 | 1.73 244 | 2.92 53 | 0.20 44 | 6.37 41 | 6.52 178 | 1.34 18 | 5.23 152 | 1.09 54 | 1.45 81 | 10.01 238 | 1.57 100 | 0.11 255 | 1.50 607 | 0.00 1 | 0.24 394 | 0.19 208 | 2.48 544 |
| Jiahao LI, Xinhong Chen, Zhengmin JIANG, Qian Zhou, Yung-Hui Li, Jianping Wang: Global Regulation and Excitation via Attention Tuning for Stereo Matching. ICCV2025 |
| VMStereo-Base |   | 3.56 162 | 1.14 99 | 4.69 75 | 2.08 7 | 0.51 39 | 2.97 54 | 0.56 78 | 10.54 184 | 14.83 331 | 3.99 151 | 9.20 222 | 7.37 260 | 2.33 123 | 8.03 157 | 2.34 162 | 0.12 270 | 0.08 149 | 0.04 312 | 0.00 1 | 0.07 92 | 0.20 35 |
|
| Wavelet-MonSter |  | 2.01 42 | 1.07 82 | 5.09 103 | 2.96 58 | 2.61 338 | 2.98 55 | 0.04 10 | 5.15 15 | 2.07 21 | 2.18 72 | 4.47 111 | 0.37 22 | 1.33 72 | 5.56 91 | 2.03 140 | 0.01 7 | 0.99 473 | 0.02 270 | 0.29 441 | 0.02 5 | 0.95 243 |
|
| LACA2 |  | 1.41 9 | 1.71 219 | 5.26 109 | 1.58 4 | 0.20 3 | 3.00 56 | 0.13 29 | 6.58 56 | 1.37 3 | 1.24 11 | 0.81 27 | 0.58 33 | 0.79 45 | 4.13 50 | 0.68 4 | 0.03 74 | 0.03 65 | 0.00 1 | 0.00 1 | 0.05 68 | 0.01 1 |
|
| LGtest1 |  | 1.67 23 | 0.87 39 | 4.47 65 | 2.67 29 | 0.82 88 | 3.00 56 | 0.11 25 | 6.42 43 | 1.80 11 | 1.94 60 | 1.62 42 | 0.65 37 | 0.92 53 | 5.90 95 | 1.02 30 | 0.04 95 | 0.55 335 | 0.00 1 | 0.00 1 | 0.10 126 | 0.46 107 |
|
| MLG-Stereo |  | 1.73 26 | 0.78 25 | 3.87 39 | 3.09 70 | 1.06 128 | 3.04 58 | 0.16 38 | 7.00 73 | 2.55 37 | 1.24 11 | 0.19 7 | 1.50 70 | 0.65 38 | 7.55 141 | 0.86 9 | 0.11 255 | 0.81 409 | 0.00 1 | 0.03 192 | 0.03 29 | 0.19 34 |
|
| CSFM-Stereo |  | 1.85 40 | 0.72 11 | 3.47 20 | 2.90 55 | 0.34 11 | 3.06 59 | 0.15 35 | 6.97 72 | 3.08 54 | 2.66 101 | 1.25 35 | 1.50 70 | 1.08 60 | 4.86 75 | 1.63 108 | 0.66 488 | 0.61 355 | 0.00 1 | 0.23 384 | 0.02 5 | 1.84 428 |
|
| DLNR-FE |  | 27.94 663 | 51.88 689 | 92.05 720 | 98.26 727 | 97.81 728 | 3.06 59 | 0.49 70 | 31.86 553 | 8.33 222 | 8.42 251 | 15.65 309 | 7.22 253 | 1.66 91 | 12.17 336 | 4.82 323 | 40.33 691 | 1.88 624 | 0.06 340 | 0.33 469 | 80.59 718 | 1.99 471 |
|
| DLNR_Zeroshot_test |   | 27.91 662 | 51.88 689 | 91.97 719 | 98.26 727 | 97.92 729 | 3.07 61 | 0.49 70 | 31.27 543 | 8.33 222 | 8.40 250 | 15.66 310 | 7.22 253 | 1.66 91 | 12.16 335 | 4.82 323 | 40.46 692 | 1.87 623 | 0.06 340 | 0.33 469 | 80.45 717 | 1.99 471 |
|
| aanet-new-90k |  | 2.84 103 | 1.71 219 | 11.52 431 | 3.30 96 | 1.85 262 | 3.10 62 | 1.39 154 | 7.41 87 | 2.73 43 | 1.13 7 | 3.43 76 | 0.92 50 | 4.97 250 | 9.58 225 | 1.26 55 | 0.06 170 | 0.81 409 | 0.00 1 | 0.07 254 | 0.09 117 | 1.51 384 |
|
| GCAP-Stereo-DPT-FT |  | 3.65 165 | 5.31 552 | 22.09 589 | 3.99 159 | 3.89 420 | 3.15 63 | 1.70 231 | 9.35 155 | 3.52 85 | 2.46 91 | 3.75 86 | 3.71 157 | 3.55 169 | 3.48 33 | 1.68 110 | 0.07 201 | 0.13 193 | 0.01 229 | 0.12 292 | 0.13 163 | 0.97 252 |
|
| NLSM3 |  | 3.45 152 | 1.17 107 | 4.52 68 | 3.64 126 | 3.99 426 | 3.16 64 | 0.54 77 | 14.33 272 | 9.76 256 | 3.70 144 | 7.08 193 | 1.78 88 | 3.88 182 | 7.50 137 | 3.21 236 | 0.02 41 | 0.00 1 | 0.06 340 | 0.01 132 | 0.04 54 | 0.59 142 |
|
| Replicate-Monster |  | 2.96 111 | 3.67 513 | 12.48 466 | 2.73 37 | 1.29 169 | 3.18 65 | 0.44 66 | 7.55 92 | 4.93 129 | 4.05 153 | 1.50 39 | 0.77 45 | 1.12 61 | 9.21 205 | 0.87 11 | 0.19 327 | 1.15 540 | 0.00 1 | 0.22 372 | 0.28 266 | 3.54 582 |
|
| 2.5w |  | 2.47 69 | 0.97 59 | 5.69 128 | 3.45 115 | 1.92 268 | 3.19 66 | 2.18 286 | 6.67 60 | 2.91 52 | 2.14 69 | 5.66 170 | 0.25 4 | 1.97 105 | 7.82 149 | 1.43 90 | 0.18 314 | 1.07 511 | 0.00 1 | 0.30 452 | 0.03 29 | 1.46 368 |
|
| plain |  | 4.41 217 | 2.18 367 | 11.50 430 | 5.46 294 | 2.97 371 | 3.20 67 | 1.38 151 | 9.01 143 | 5.96 165 | 3.56 139 | 16.63 324 | 3.01 138 | 2.76 141 | 14.80 457 | 4.25 296 | 0.32 383 | 0.00 1 | 0.04 312 | 0.01 132 | 0.79 484 | 0.43 97 |
|
| zero-FE |  | 3.32 137 | 1.18 108 | 5.60 125 | 4.69 225 | 4.43 457 | 3.21 68 | 1.46 167 | 6.93 69 | 2.47 34 | 1.50 28 | 2.64 58 | 1.71 81 | 4.81 238 | 6.47 111 | 3.42 250 | 0.59 468 | 0.90 438 | 0.00 1 | 0.28 434 | 13.31 662 | 0.77 184 |
|
| CAR |  | 1.84 38 | 0.94 52 | 4.27 52 | 2.71 35 | 1.36 174 | 3.24 69 | 0.67 85 | 5.70 29 | 3.59 88 | 2.60 97 | 0.95 28 | 1.66 78 | 0.35 12 | 5.25 86 | 1.28 58 | 0.04 95 | 0.90 438 | 0.00 1 | 0.18 348 | 0.06 81 | 1.08 284 |
|
| MSE-Stereo |  | 1.77 29 | 0.91 47 | 4.27 52 | 2.73 37 | 1.36 174 | 3.24 69 | 0.67 85 | 5.70 29 | 3.59 88 | 1.75 47 | 0.95 28 | 1.66 78 | 0.35 12 | 4.92 79 | 1.19 47 | 0.04 95 | 0.86 427 | 0.00 1 | 0.18 348 | 0.06 81 | 1.08 284 |
|
| asda |  | 2.30 59 | 1.05 74 | 5.07 102 | 3.16 78 | 1.97 275 | 3.28 71 | 0.84 104 | 6.58 56 | 3.63 92 | 2.65 100 | 3.26 73 | 0.65 37 | 2.93 145 | 6.05 99 | 1.83 119 | 0.70 494 | 1.01 487 | 0.00 1 | 0.27 429 | 0.10 126 | 0.86 202 |
|
| GIP-stereo |  | 3.09 122 | 1.42 159 | 4.82 84 | 5.64 308 | 4.11 435 | 3.31 72 | 0.74 94 | 9.86 169 | 6.75 181 | 2.44 89 | 5.48 157 | 4.08 168 | 3.14 151 | 5.77 94 | 1.68 110 | 0.14 282 | 0.63 363 | 0.00 1 | 0.00 1 | 0.09 117 | 1.66 402 |
|
| MCSU-Stereo |  | 2.10 50 | 0.76 21 | 4.38 60 | 2.88 53 | 0.89 99 | 3.33 73 | 0.56 78 | 5.97 35 | 3.45 84 | 2.59 96 | 4.02 99 | 3.73 159 | 0.40 19 | 4.65 65 | 1.79 116 | 0.05 131 | 1.13 533 | 0.00 1 | 0.14 310 | 0.02 5 | 1.37 343 |
|
| GCAP-Stereo-DPT-22K |  | 2.84 103 | 1.13 96 | 5.48 120 | 4.01 160 | 3.72 407 | 3.33 73 | 1.40 156 | 8.58 127 | 3.90 101 | 2.56 95 | 7.82 204 | 3.41 146 | 5.01 251 | 2.48 9 | 1.12 41 | 0.02 41 | 0.99 473 | 0.00 1 | 0.50 535 | 0.12 149 | 1.11 295 |
|
| IGEV-Stereo++ |  | 2.55 76 | 0.93 50 | 4.65 73 | 4.40 207 | 3.52 402 | 3.33 73 | 0.10 23 | 8.77 132 | 4.60 118 | 2.63 98 | 4.41 109 | 2.00 104 | 4.67 234 | 3.47 31 | 0.98 20 | 0.02 41 | 0.78 403 | 0.09 380 | 0.00 1 | 0.06 81 | 1.65 399 |
|
| DDF-Stereo |  | 3.46 153 | 1.20 114 | 5.41 116 | 5.11 266 | 4.42 456 | 3.37 76 | 1.47 169 | 6.01 36 | 2.40 32 | 1.25 13 | 2.68 59 | 1.67 80 | 4.52 218 | 8.23 172 | 3.48 252 | 0.58 462 | 0.92 442 | 0.00 1 | 0.29 441 | 15.46 668 | 0.74 177 |
|
| SGD-Stereo |  | 2.03 43 | 0.90 41 | 4.25 51 | 2.80 44 | 0.38 18 | 3.39 77 | 0.90 107 | 7.22 84 | 2.50 35 | 4.05 153 | 1.12 32 | 1.77 87 | 1.31 69 | 8.51 176 | 1.04 31 | 0.24 352 | 0.01 15 | 0.00 1 | 0.00 1 | 0.06 81 | 0.12 19 |
|
| 111111 |  | 2.79 98 | 1.16 101 | 4.90 87 | 4.16 178 | 4.50 464 | 3.40 78 | 0.22 48 | 9.37 156 | 4.11 111 | 2.47 92 | 4.41 109 | 2.27 115 | 2.02 107 | 9.21 205 | 1.37 67 | 0.01 7 | 0.79 405 | 0.08 369 | 0.01 132 | 0.14 165 | 1.19 314 |
|
| rvit_stereo_0081 |  | 4.20 204 | 2.18 367 | 9.43 331 | 6.66 407 | 1.77 251 | 3.43 79 | 2.29 292 | 8.53 124 | 16.32 356 | 4.68 178 | 5.52 158 | 5.21 199 | 4.60 220 | 8.22 168 | 4.20 290 | 0.05 131 | 0.01 15 | 0.00 1 | 0.01 132 | 0.41 351 | 0.49 115 |
|
| rvit_stereo_0082 |  | 4.20 204 | 2.18 367 | 9.43 331 | 6.66 407 | 1.77 251 | 3.43 79 | 2.29 292 | 8.53 124 | 16.32 356 | 4.68 178 | 5.52 158 | 5.21 199 | 4.60 220 | 8.22 168 | 4.20 290 | 0.05 131 | 0.01 15 | 0.00 1 | 0.01 132 | 0.41 351 | 0.49 115 |
|
| XX-Stereo |  | 6.50 317 | 1.81 248 | 10.42 386 | 12.71 613 | 7.14 587 | 3.46 81 | 0.90 107 | 16.31 313 | 6.13 168 | 9.03 267 | 28.11 476 | 13.48 381 | 2.22 115 | 11.87 320 | 2.61 187 | 0.45 432 | 0.78 403 | 0.08 369 | 0.42 515 | 1.09 517 | 0.88 209 |
|
| 2.25w |  | 2.72 92 | 1.05 74 | 6.11 148 | 3.00 63 | 1.81 255 | 3.48 82 | 0.41 61 | 6.68 66 | 2.83 50 | 4.84 184 | 6.79 186 | 0.37 22 | 2.42 131 | 9.01 192 | 3.30 242 | 0.22 344 | 1.00 481 | 0.00 1 | 0.30 452 | 0.02 5 | 0.81 190 |
|
| 2.75w_new |  | 2.45 68 | 1.02 70 | 5.11 104 | 2.65 24 | 1.60 217 | 3.48 82 | 2.22 291 | 6.17 38 | 3.29 73 | 5.05 193 | 4.14 102 | 0.30 13 | 2.34 124 | 6.69 114 | 2.71 195 | 0.06 170 | 0.99 473 | 0.00 1 | 0.28 434 | 0.03 29 | 0.85 199 |
|
| MIF-Stereo (partial) |  | 4.55 221 | 1.63 202 | 8.37 283 | 5.46 294 | 5.35 510 | 3.48 82 | 0.94 109 | 9.80 164 | 8.03 214 | 4.45 167 | 15.68 311 | 5.33 204 | 5.11 255 | 11.92 323 | 4.57 312 | 0.06 170 | 0.02 46 | 0.06 340 | 0.03 192 | 0.45 372 | 0.30 55 |
|
| AFF-stereo |  | 6.50 317 | 2.29 390 | 8.09 272 | 4.63 221 | 0.87 97 | 3.48 82 | 0.75 96 | 16.92 331 | 13.98 319 | 13.26 332 | 25.21 443 | 15.46 409 | 7.68 356 | 11.50 303 | 3.71 264 | 0.04 95 | 0.70 379 | 0.00 1 | 0.00 1 | 0.48 383 | 1.02 270 |
|
| AdaDepth |  | 2.53 71 | 1.09 86 | 6.44 178 | 3.77 139 | 3.11 378 | 3.50 86 | 0.68 88 | 5.77 31 | 3.85 95 | 2.06 67 | 3.46 77 | 0.52 29 | 1.57 84 | 11.34 290 | 1.39 74 | 0.04 95 | 0.91 440 | 0.00 1 | 0.22 372 | 0.05 68 | 0.78 187 |
|
| LG-Stereo |  | 2.75 95 | 1.78 239 | 8.47 286 | 4.32 202 | 1.04 122 | 3.56 87 | 1.20 130 | 7.18 80 | 6.19 169 | 2.53 93 | 7.57 201 | 1.07 53 | 0.75 41 | 5.24 85 | 2.51 177 | 0.49 442 | 0.27 249 | 0.01 229 | 0.03 192 | 0.34 301 | 0.44 100 |
|
| testmc14 |  | 1.83 37 | 0.79 26 | 4.23 49 | 3.15 77 | 1.27 164 | 3.58 88 | 0.71 91 | 4.04 9 | 2.18 24 | 1.61 38 | 2.79 67 | 2.65 131 | 1.38 78 | 2.88 15 | 1.58 101 | 0.07 201 | 1.30 572 | 0.00 1 | 0.28 434 | 0.03 29 | 2.06 487 |
|
| GCAP-Stereo-DPT-24K |  | 2.41 66 | 1.11 90 | 6.02 144 | 3.43 113 | 2.13 294 | 3.61 89 | 1.59 194 | 9.07 144 | 4.09 109 | 1.71 43 | 3.47 78 | 0.65 37 | 4.05 188 | 2.38 6 | 1.05 34 | 0.03 74 | 0.18 215 | 0.00 1 | 0.44 519 | 0.28 266 | 2.86 564 |
|
| 4w-stereo |  | 2.40 64 | 1.23 124 | 5.26 109 | 2.81 45 | 2.14 295 | 3.64 90 | 0.60 83 | 7.00 73 | 2.73 43 | 2.99 118 | 4.33 105 | 0.35 20 | 3.26 157 | 7.50 137 | 1.55 97 | 0.32 383 | 0.98 458 | 0.00 1 | 0.30 452 | 0.05 68 | 0.96 251 |
|
| MC-Stereo |  | 4.47 220 | 1.16 101 | 5.85 132 | 6.14 356 | 1.43 184 | 3.70 91 | 1.73 237 | 10.62 186 | 7.83 208 | 6.85 229 | 13.33 287 | 6.77 244 | 6.21 305 | 11.23 280 | 2.52 179 | 0.04 95 | 1.30 572 | 0.06 340 | 0.24 394 | 0.17 196 | 2.14 502 |
|
| Occ-G |  | 4.14 200 | 1.50 183 | 5.89 136 | 3.82 145 | 1.88 264 | 3.75 92 | 6.51 463 | 8.68 129 | 6.38 175 | 4.81 181 | 8.44 210 | 9.56 304 | 4.31 200 | 10.00 237 | 4.16 287 | 0.05 131 | 0.84 419 | 0.00 1 | 0.19 357 | 0.23 227 | 1.71 408 |
|
| GCAP-Stereo-DPT-36K |  | 4.37 215 | 10.45 609 | 29.52 613 | 2.66 25 | 3.97 425 | 3.78 93 | 1.67 215 | 8.97 140 | 3.97 103 | 2.67 102 | 4.87 130 | 2.88 136 | 2.63 136 | 4.68 67 | 0.96 19 | 0.06 170 | 0.14 201 | 0.00 1 | 0.54 544 | 0.50 396 | 2.38 533 |
|
| aanet-new-16k |  | 2.56 77 | 1.50 183 | 7.52 246 | 4.24 198 | 0.72 66 | 3.79 94 | 1.59 194 | 8.38 117 | 3.25 69 | 1.75 47 | 4.56 117 | 2.61 127 | 4.57 219 | 3.47 31 | 1.59 103 | 0.03 74 | 0.56 338 | 0.00 1 | 0.03 192 | 0.10 126 | 0.93 231 |
|
| LG-Stereo_Zeroshot |  | 3.06 120 | 1.06 81 | 6.40 175 | 5.55 300 | 1.90 266 | 3.79 94 | 0.82 102 | 7.92 105 | 3.70 94 | 4.01 152 | 10.87 257 | 2.27 115 | 5.15 257 | 3.49 34 | 2.09 146 | 0.19 327 | 0.64 364 | 0.00 1 | 0.35 478 | 0.42 359 | 0.58 140 |
|
| ours_stereo |  | 3.25 134 | 1.81 248 | 5.95 142 | 4.18 183 | 1.97 275 | 3.79 94 | 2.71 323 | 8.97 140 | 6.86 184 | 2.39 87 | 5.79 173 | 3.97 165 | 1.82 103 | 9.84 232 | 2.05 142 | 0.02 41 | 0.21 229 | 0.00 1 | 0.00 1 | 0.38 337 | 2.35 530 |
|
| Reg-Stereo(zero) |  | 4.96 235 | 0.83 37 | 5.01 95 | 3.71 135 | 2.33 315 | 3.81 97 | 1.18 127 | 17.25 338 | 13.30 310 | 10.52 280 | 10.73 254 | 10.47 318 | 4.43 209 | 9.47 222 | 4.17 288 | 0.06 170 | 0.74 389 | 0.00 1 | 0.27 429 | 0.04 54 | 0.88 209 |
|
| MLG-Stereo_test3 |  | 1.79 30 | 0.82 35 | 4.52 68 | 2.79 43 | 1.61 220 | 3.91 98 | 0.24 50 | 6.61 59 | 1.52 6 | 1.35 20 | 1.22 34 | 1.97 100 | 0.63 37 | 6.25 104 | 1.27 57 | 0.04 95 | 0.66 367 | 0.00 1 | 0.00 1 | 0.05 68 | 0.29 52 |
|
| MGA |  | 1.79 30 | 0.91 47 | 4.09 45 | 2.73 37 | 1.60 217 | 3.94 99 | 0.84 104 | 5.19 17 | 3.57 87 | 1.75 47 | 1.56 41 | 1.40 66 | 0.19 4 | 4.92 79 | 1.19 47 | 0.04 95 | 0.86 427 | 0.00 1 | 0.03 192 | 0.06 81 | 0.95 243 |
|
| GCAP-Stereo-DPT-25K |  | 2.77 96 | 1.13 96 | 5.44 118 | 3.06 68 | 2.08 282 | 3.94 99 | 1.55 190 | 11.83 217 | 6.47 176 | 2.30 82 | 5.05 143 | 2.53 123 | 3.46 163 | 2.91 18 | 1.01 27 | 0.04 95 | 0.23 234 | 0.00 1 | 0.51 537 | 0.12 149 | 1.74 414 |
|
| asd |  | 2.40 64 | 0.92 49 | 4.93 90 | 2.96 58 | 2.30 313 | 3.95 101 | 0.35 58 | 7.56 93 | 2.81 47 | 3.69 143 | 2.96 69 | 0.54 31 | 2.23 119 | 8.72 179 | 1.25 52 | 0.70 494 | 0.84 419 | 0.00 1 | 0.13 297 | 0.12 149 | 0.93 231 |
|
| BridgeDepth_RVC |   | 1.61 20 | 1.02 70 | 3.25 14 | 1.82 6 | 0.74 69 | 3.96 102 | 0.02 4 | 6.73 67 | 1.85 14 | 1.51 32 | 1.19 33 | 1.05 52 | 2.91 144 | 3.96 43 | 1.00 25 | 0.92 533 | 0.08 149 | 0.12 419 | 0.06 244 | 0.01 1 | 0.02 2 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| GCAP-Stereo-DPT-2K |  | 3.33 139 | 1.12 94 | 6.22 156 | 3.35 104 | 4.61 475 | 3.98 103 | 1.23 133 | 8.33 116 | 8.06 217 | 6.76 228 | 12.36 276 | 2.19 113 | 0.60 33 | 5.16 84 | 1.26 55 | 0.01 7 | 0.07 138 | 0.01 229 | 0.25 409 | 0.14 165 | 0.95 243 |
|
| CREStereo++_RVC |  | 4.83 228 | 1.16 101 | 4.67 74 | 4.71 228 | 2.02 279 | 4.01 104 | 0.11 25 | 9.48 161 | 18.00 380 | 8.87 262 | 16.74 326 | 4.43 178 | 2.15 112 | 6.09 101 | 3.39 247 | 0.07 201 | 0.00 1 | 0.00 1 | 10.51 674 | 0.05 68 | 0.12 19 |
| 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 |
| fast-iter |  | 8.56 404 | 2.44 426 | 7.70 251 | 5.09 262 | 5.21 504 | 4.06 105 | 0.49 70 | 19.26 376 | 9.96 260 | 25.77 571 | 27.88 471 | 20.72 486 | 12.22 451 | 18.06 524 | 11.58 489 | 0.05 131 | 0.11 182 | 0.00 1 | 0.10 281 | 0.16 188 | 0.31 56 |
|
| CoSv |  | 8.56 404 | 2.44 426 | 7.70 251 | 5.09 262 | 5.21 504 | 4.06 105 | 0.49 70 | 19.26 376 | 9.96 260 | 25.77 571 | 27.88 471 | 20.72 486 | 12.22 451 | 18.06 524 | 11.58 489 | 0.05 131 | 0.11 182 | 0.00 1 | 0.10 281 | 0.16 188 | 0.31 56 |
|
| rvit_stereo_0080 |  | 4.27 210 | 2.89 462 | 9.02 303 | 4.10 172 | 1.93 270 | 4.06 105 | 7.35 492 | 10.37 179 | 8.86 239 | 5.39 204 | 7.51 198 | 6.20 230 | 4.36 202 | 7.08 124 | 4.75 318 | 0.45 432 | 0.01 15 | 0.00 1 | 0.00 1 | 0.59 428 | 0.45 103 |
|
| whm_eth |  | 4.27 210 | 2.89 462 | 9.02 303 | 4.10 172 | 1.93 270 | 4.06 105 | 7.35 492 | 10.37 179 | 8.86 239 | 5.39 204 | 7.51 198 | 6.20 230 | 4.36 202 | 7.08 124 | 4.75 318 | 0.45 432 | 0.01 15 | 0.00 1 | 0.00 1 | 0.59 428 | 0.45 103 |
|
| H2IRNET |  | 6.11 299 | 1.63 202 | 7.52 246 | 4.69 225 | 2.30 313 | 4.07 109 | 0.71 91 | 12.58 226 | 13.88 317 | 7.18 237 | 20.80 388 | 15.50 410 | 10.48 409 | 10.72 260 | 8.26 421 | 0.19 327 | 0.00 1 | 0.07 361 | 0.52 540 | 0.52 400 | 0.55 127 |
|
| rvit_stereo_ft |  | 5.02 238 | 3.45 500 | 10.80 404 | 11.76 597 | 2.76 351 | 4.08 110 | 8.16 513 | 10.64 188 | 10.63 270 | 4.34 162 | 6.39 181 | 6.65 242 | 4.63 229 | 9.35 214 | 5.82 364 | 0.11 255 | 0.00 1 | 0.00 1 | 0.00 1 | 0.34 301 | 0.42 93 |
|
| IGEV-BASED-STEREO- |  | 7.80 382 | 28.14 673 | 42.31 644 | 3.20 81 | 0.50 38 | 4.12 111 | 1.45 162 | 7.06 77 | 4.60 118 | 4.66 177 | 3.90 93 | 2.47 122 | 1.37 77 | 6.02 98 | 1.94 127 | 24.62 683 | 0.43 301 | 0.01 229 | 0.08 264 | 4.61 613 | 14.42 672 |
|
| IGEV |   | 2.11 51 | 0.73 12 | 4.37 59 | 2.86 51 | 3.48 400 | 4.13 112 | 0.94 109 | 7.90 103 | 3.86 97 | 2.26 79 | 4.35 106 | 0.28 10 | 0.61 34 | 3.78 41 | 1.05 34 | 0.08 217 | 0.72 383 | 0.00 1 | 0.20 362 | 0.03 29 | 0.56 130 |
|
| mms |  | 3.23 132 | 1.87 269 | 6.16 153 | 4.22 189 | 2.38 320 | 4.13 112 | 3.87 373 | 8.68 129 | 5.05 131 | 2.68 103 | 5.66 170 | 3.05 141 | 1.33 72 | 9.68 228 | 2.35 165 | 0.01 7 | 0.55 335 | 0.00 1 | 0.00 1 | 0.42 359 | 2.47 542 |
|
| CAS++ |  | 4.25 208 | 2.16 360 | 6.64 196 | 4.57 217 | 1.14 137 | 4.22 114 | 1.62 199 | 19.22 375 | 10.81 273 | 9.35 270 | 9.25 223 | 1.97 100 | 1.40 79 | 9.87 233 | 2.00 136 | 0.15 293 | 0.05 94 | 0.00 1 | 0.00 1 | 0.33 294 | 0.28 48 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| GEAStereo |  | 2.49 70 | 1.24 125 | 4.35 57 | 4.86 237 | 1.65 229 | 4.29 115 | 1.45 162 | 9.09 146 | 4.32 113 | 2.74 108 | 2.76 64 | 1.20 59 | 2.22 115 | 3.97 45 | 1.97 130 | 0.07 201 | 1.09 516 | 0.05 323 | 0.00 1 | 0.25 237 | 2.16 507 |
|
| GSStereo |  | 2.68 90 | 1.24 125 | 4.35 57 | 4.97 251 | 1.65 229 | 4.29 115 | 1.45 162 | 9.98 172 | 5.42 141 | 3.09 123 | 2.76 64 | 1.86 96 | 2.22 115 | 3.97 45 | 1.97 130 | 0.06 170 | 1.02 496 | 0.00 1 | 0.86 573 | 0.25 237 | 2.14 502 |
|
| WQFJA1++ |  | 2.85 105 | 0.75 18 | 5.28 111 | 3.42 111 | 2.42 322 | 4.30 117 | 0.29 56 | 7.68 99 | 2.78 46 | 3.98 150 | 2.72 61 | 0.69 42 | 1.60 87 | 7.66 146 | 1.42 85 | 0.41 417 | 1.01 487 | 0.01 229 | 0.40 511 | 9.39 644 | 0.78 187 |
|
| 4.25_new |  | 2.28 56 | 1.01 65 | 4.72 76 | 3.33 99 | 2.74 344 | 4.30 117 | 2.29 292 | 6.42 43 | 3.33 74 | 2.35 83 | 3.76 87 | 0.26 5 | 2.35 125 | 4.64 62 | 1.40 77 | 0.63 480 | 0.99 473 | 0.00 1 | 0.26 415 | 0.03 29 | 0.74 177 |
|
| 4.5w_new |  | 2.28 56 | 1.01 65 | 4.72 76 | 3.33 99 | 2.74 344 | 4.30 117 | 2.29 292 | 6.42 43 | 3.33 74 | 2.35 83 | 3.76 87 | 0.26 5 | 2.35 125 | 4.64 62 | 1.40 77 | 0.63 480 | 0.99 473 | 0.00 1 | 0.26 415 | 0.03 29 | 0.74 177 |
|
| 4.25w-stereo |  | 2.28 56 | 1.01 65 | 4.72 76 | 3.33 99 | 2.74 344 | 4.31 120 | 2.30 296 | 6.42 43 | 3.33 74 | 2.35 83 | 3.76 87 | 0.26 5 | 2.35 125 | 4.64 62 | 1.40 77 | 0.63 480 | 0.99 473 | 0.00 1 | 0.26 415 | 0.03 29 | 0.74 177 |
|
| SCV |  | 3.72 169 | 1.81 248 | 7.24 227 | 5.65 310 | 1.66 231 | 4.31 120 | 1.64 203 | 12.11 220 | 6.98 185 | 2.28 81 | 4.94 138 | 6.07 221 | 2.70 138 | 10.28 249 | 2.30 156 | 0.09 230 | 0.98 458 | 0.00 1 | 0.53 541 | 0.55 412 | 2.27 518 |
|
| HART |  | 4.24 207 | 2.13 349 | 6.15 151 | 5.53 296 | 1.40 182 | 4.32 122 | 0.74 94 | 13.35 249 | 5.92 164 | 6.13 219 | 12.75 281 | 6.81 245 | 1.70 94 | 11.14 278 | 2.42 173 | 0.03 74 | 1.48 606 | 0.10 393 | 0.00 1 | 0.55 412 | 2.26 516 |
|
| aanet-new-14k |  | 3.20 130 | 1.28 134 | 9.69 345 | 4.19 186 | 0.51 39 | 4.33 123 | 1.70 231 | 11.13 202 | 10.33 265 | 3.19 126 | 4.96 139 | 0.65 37 | 6.56 321 | 2.82 14 | 1.61 106 | 0.04 95 | 0.03 65 | 0.01 229 | 0.00 1 | 0.10 126 | 0.90 217 |
|
| aanet-new-22k |  | 2.81 100 | 1.78 239 | 7.32 237 | 3.89 150 | 0.79 85 | 4.34 124 | 1.93 268 | 9.22 154 | 5.40 140 | 2.21 76 | 4.89 134 | 1.55 73 | 4.87 241 | 4.13 50 | 1.48 95 | 0.01 7 | 1.07 511 | 0.01 229 | 0.04 213 | 0.14 165 | 1.22 318 |
|
| fffft |  | 2.87 108 | 1.37 150 | 6.09 145 | 3.63 124 | 1.48 196 | 4.34 124 | 4.03 381 | 9.11 149 | 3.91 102 | 3.19 126 | 2.34 55 | 1.90 98 | 1.43 80 | 10.93 266 | 2.22 152 | 0.00 1 | 0.23 234 | 0.00 1 | 0.00 1 | 0.38 337 | 0.85 199 |
| 1: 1. 1 |
| IGEV-FE |  | 5.90 283 | 2.30 394 | 15.24 513 | 6.91 430 | 2.11 289 | 4.35 126 | 1.51 179 | 15.68 300 | 8.52 232 | 13.72 344 | 11.87 270 | 11.49 329 | 3.84 181 | 11.42 294 | 4.77 321 | 0.10 247 | 0.84 419 | 0.15 440 | 0.25 409 | 0.87 499 | 1.98 460 |
|
| IGEV_Zeroshot_test |  | 5.90 283 | 2.30 394 | 15.24 513 | 6.90 429 | 2.11 289 | 4.35 126 | 1.51 179 | 15.68 300 | 8.52 232 | 13.73 345 | 11.89 271 | 11.49 329 | 3.82 179 | 11.41 293 | 4.76 320 | 0.11 255 | 0.84 419 | 0.15 440 | 0.25 409 | 0.87 499 | 1.98 460 |
|
| WCG-NET |  | 4.15 202 | 1.44 169 | 6.47 183 | 3.48 116 | 0.31 5 | 4.36 128 | 1.74 240 | 8.24 112 | 15.53 342 | 8.94 266 | 9.64 228 | 6.87 246 | 4.12 193 | 7.42 135 | 2.86 212 | 0.02 41 | 1.09 516 | 0.00 1 | 0.00 1 | 0.21 218 | 0.28 48 |
|
| aanet-new-28k |  | 2.54 74 | 1.71 219 | 9.46 334 | 3.43 113 | 0.78 82 | 4.40 129 | 1.75 244 | 7.14 79 | 3.11 55 | 2.02 66 | 4.61 120 | 1.55 73 | 4.60 220 | 2.61 11 | 1.30 64 | 0.00 1 | 1.07 511 | 0.00 1 | 0.29 441 | 0.11 141 | 0.91 222 |
|
| gasm-f |  | 2.98 113 | 1.42 159 | 4.98 94 | 4.86 237 | 1.58 214 | 4.40 129 | 2.46 306 | 9.09 146 | 4.32 113 | 2.74 108 | 5.99 176 | 1.20 59 | 3.99 185 | 6.65 113 | 2.16 150 | 0.07 201 | 1.09 516 | 0.05 323 | 0.00 1 | 0.30 280 | 2.16 507 |
|
| AnonymousM |  | 6.73 325 | 12.03 626 | 3.53 23 | 4.47 211 | 1.55 211 | 4.42 131 | 3.17 343 | 11.94 218 | 8.44 229 | 17.00 423 | 10.06 230 | 9.08 293 | 4.00 187 | 7.56 142 | 4.06 282 | 0.55 458 | 0.68 376 | 23.13 679 | 8.12 665 | 0.07 92 | 0.65 151 |
|
| 1w_stereo |  | 3.18 129 | 0.88 40 | 4.34 56 | 3.77 139 | 2.15 296 | 4.45 132 | 6.50 462 | 7.10 78 | 5.69 145 | 3.58 140 | 7.40 195 | 0.28 10 | 4.26 198 | 8.58 178 | 2.83 211 | 0.05 131 | 0.64 364 | 0.00 1 | 0.01 132 | 0.02 5 | 1.16 305 |
|
| GCAP-Stereo-DPT-20K |  | 3.73 170 | 0.96 53 | 19.43 567 | 2.45 15 | 2.27 308 | 4.47 133 | 1.54 185 | 8.30 114 | 4.01 104 | 2.87 113 | 5.19 149 | 3.46 152 | 4.46 213 | 2.26 3 | 0.83 7 | 0.07 201 | 0.75 395 | 0.00 1 | 0.20 362 | 0.92 503 | 10.21 659 |
|
| PSi22 |  | 4.58 222 | 1.94 287 | 5.03 97 | 4.36 204 | 0.40 19 | 4.47 133 | 0.25 51 | 8.02 107 | 17.15 373 | 4.54 170 | 7.06 191 | 13.54 382 | 5.80 285 | 13.51 411 | 2.32 158 | 0.09 230 | 1.19 553 | 0.00 1 | 0.00 1 | 0.52 400 | 1.43 363 |
|
| GCAPDPT-zeroshot4090 |  | 3.73 170 | 0.96 53 | 19.42 566 | 2.45 15 | 2.27 308 | 4.47 133 | 1.54 185 | 8.30 114 | 4.01 104 | 2.87 113 | 5.19 149 | 3.46 152 | 4.46 213 | 2.26 3 | 0.83 7 | 0.07 201 | 0.75 395 | 0.00 1 | 0.20 362 | 0.92 503 | 10.21 659 |
|
| aanet-new-12k |  | 2.60 81 | 1.03 72 | 9.85 352 | 4.64 222 | 0.69 64 | 4.48 136 | 1.69 226 | 9.07 144 | 3.43 82 | 3.00 119 | 1.50 39 | 1.74 85 | 4.48 216 | 3.49 34 | 1.56 98 | 0.02 41 | 0.24 239 | 0.08 369 | 0.01 132 | 0.14 165 | 0.81 190 |
|
| quiztm |  | 4.63 224 | 2.15 355 | 6.38 170 | 5.29 282 | 5.50 519 | 4.50 137 | 2.74 326 | 13.95 266 | 9.59 253 | 8.64 255 | 11.41 264 | 6.66 243 | 2.53 134 | 7.58 143 | 3.04 222 | 1.01 548 | 0.17 212 | 0.00 1 | 0.18 348 | 0.46 378 | 0.86 202 |
|
| gcap-zeroshot |  | 3.14 126 | 1.18 108 | 6.27 162 | 3.32 97 | 4.60 471 | 4.50 137 | 1.28 141 | 9.47 159 | 8.43 227 | 5.88 214 | 10.06 230 | 1.79 90 | 0.45 21 | 2.98 20 | 1.37 67 | 0.00 1 | 0.08 149 | 0.01 229 | 0.26 415 | 0.15 180 | 0.69 162 |
|
| IGEV++ |  | 3.49 159 | 1.67 212 | 6.59 193 | 6.41 381 | 1.44 185 | 4.50 137 | 1.66 214 | 11.20 203 | 5.34 138 | 3.01 120 | 6.40 182 | 4.30 175 | 4.36 202 | 5.66 93 | 3.53 256 | 0.05 131 | 1.20 557 | 0.00 1 | 0.15 320 | 0.32 287 | 2.10 496 |
|
| testlalala |  | 3.14 126 | 1.18 108 | 6.27 162 | 3.32 97 | 4.60 471 | 4.50 137 | 1.28 141 | 9.47 159 | 8.43 227 | 5.88 214 | 10.06 230 | 1.79 90 | 0.45 21 | 2.98 20 | 1.37 67 | 0.00 1 | 0.08 149 | 0.01 229 | 0.26 415 | 0.15 180 | 0.69 162 |
|
| qwe |  | 2.64 84 | 0.97 59 | 4.85 86 | 3.09 70 | 2.86 358 | 4.53 141 | 0.28 54 | 7.28 85 | 3.06 53 | 5.38 203 | 4.85 129 | 0.57 32 | 0.88 50 | 9.13 202 | 2.39 171 | 0.42 423 | 0.96 450 | 0.00 1 | 0.30 452 | 0.12 149 | 0.90 217 |
|
| MoCha-V2 |  | 3.68 166 | 1.42 159 | 5.50 121 | 6.03 349 | 1.50 206 | 4.53 141 | 1.32 148 | 11.05 200 | 6.30 173 | 5.86 213 | 5.39 154 | 2.66 132 | 6.33 309 | 10.36 252 | 1.58 101 | 0.19 327 | 1.57 613 | 0.00 1 | 0.24 394 | 0.07 92 | 1.77 416 |
|
| DEFOM-Stereo_RVC |  | 3.40 145 | 7.12 580 | 4.30 54 | 11.17 586 | 1.69 236 | 4.59 143 | 0.46 69 | 9.11 149 | 3.63 92 | 2.69 104 | 3.29 74 | 0.75 44 | 7.02 342 | 9.35 214 | 2.00 136 | 0.01 7 | 0.15 205 | 0.00 1 | 0.19 357 | 0.06 81 | 0.39 84 |
|
| RAFT+CT+SA |  | 7.76 381 | 2.01 307 | 7.56 248 | 11.32 589 | 3.31 388 | 4.60 144 | 7.19 487 | 17.21 335 | 27.40 498 | 10.43 277 | 27.34 466 | 7.63 267 | 7.83 358 | 15.46 469 | 3.51 253 | 0.03 74 | 0.39 284 | 0.18 458 | 0.46 523 | 0.33 294 | 0.93 231 |
|
| 2w_stereo |  | 2.67 88 | 1.09 86 | 5.38 115 | 3.25 89 | 1.25 160 | 4.61 145 | 3.77 370 | 7.59 96 | 4.10 110 | 4.28 159 | 5.14 145 | 0.27 8 | 4.25 196 | 4.81 73 | 2.06 143 | 0.11 255 | 0.72 383 | 0.00 1 | 0.18 348 | 0.02 5 | 0.48 112 |
|
| GCAP-Stereo-DPT-3K |  | 3.40 145 | 1.19 113 | 6.23 158 | 3.22 85 | 4.64 477 | 4.62 146 | 1.24 134 | 9.97 171 | 10.68 271 | 6.19 221 | 11.95 274 | 1.80 93 | 0.42 20 | 3.38 30 | 1.25 52 | 0.01 7 | 0.07 138 | 0.00 1 | 0.25 409 | 0.14 165 | 0.67 155 |
|
| ASMatch |  | 7.61 370 | 1.63 202 | 9.18 318 | 5.79 332 | 2.27 308 | 4.63 147 | 2.54 311 | 17.23 337 | 13.73 316 | 17.27 427 | 34.28 570 | 13.26 377 | 10.15 407 | 12.39 356 | 5.49 348 | 0.12 270 | 0.24 239 | 0.21 472 | 0.17 334 | 0.18 204 | 1.55 388 |
|
| GCAP-Stereo-DPT-5K |  | 3.26 135 | 1.18 108 | 6.09 145 | 3.37 106 | 4.60 471 | 4.64 148 | 1.29 144 | 9.39 157 | 9.58 252 | 6.19 221 | 10.71 252 | 1.85 94 | 0.51 24 | 3.23 27 | 1.42 85 | 0.01 7 | 0.08 149 | 0.01 229 | 0.24 394 | 0.14 165 | 0.63 146 |
|
| Selective-IGEV-i32 |  | 3.46 153 | 1.32 143 | 5.92 140 | 4.55 213 | 2.25 306 | 4.64 148 | 2.07 278 | 11.51 211 | 5.80 151 | 3.20 129 | 4.75 124 | 5.45 208 | 1.78 98 | 11.24 281 | 2.37 167 | 0.05 131 | 0.82 415 | 0.00 1 | 0.20 362 | 0.10 126 | 1.17 308 |
|
| MM-Stereo_test3 |  | 6.01 295 | 1.69 216 | 6.25 161 | 6.36 377 | 5.46 518 | 4.64 148 | 6.31 456 | 20.05 392 | 24.24 461 | 8.85 261 | 11.38 263 | 7.22 253 | 2.79 142 | 9.11 200 | 3.08 228 | 0.11 255 | 0.92 442 | 0.00 1 | 0.02 175 | 0.54 411 | 1.11 295 |
|
| test_for_model |  | 3.26 135 | 1.18 108 | 6.09 145 | 3.37 106 | 4.60 471 | 4.64 148 | 1.29 144 | 9.39 157 | 9.57 251 | 6.19 221 | 10.71 252 | 1.85 94 | 0.51 24 | 3.23 27 | 1.42 85 | 0.01 7 | 0.08 149 | 0.01 229 | 0.24 394 | 0.14 165 | 0.63 146 |
|
| Selective-IGEV |  | 3.46 153 | 1.32 143 | 5.92 140 | 4.55 213 | 2.27 308 | 4.65 152 | 2.07 278 | 11.50 210 | 5.81 152 | 3.19 126 | 4.75 124 | 5.46 210 | 1.77 97 | 11.24 281 | 2.37 167 | 0.05 131 | 0.82 415 | 0.00 1 | 0.20 362 | 0.10 126 | 1.17 308 |
|
| TestStereo1 |  | 8.04 387 | 2.22 374 | 8.85 297 | 10.87 580 | 2.12 292 | 4.66 153 | 2.40 302 | 21.17 414 | 23.79 455 | 17.41 429 | 26.31 456 | 9.41 298 | 9.09 388 | 16.23 478 | 3.85 275 | 0.14 282 | 0.40 286 | 0.02 270 | 0.13 297 | 0.58 421 | 1.10 290 |
|
| SA-5K |  | 8.04 387 | 2.22 374 | 8.85 297 | 10.87 580 | 2.12 292 | 4.66 153 | 2.40 302 | 21.17 414 | 23.79 455 | 17.41 429 | 26.31 456 | 9.41 298 | 9.09 388 | 16.23 478 | 3.85 275 | 0.14 282 | 0.40 286 | 0.02 270 | 0.13 297 | 0.58 421 | 1.10 290 |
|
| AIO-Stereo |   | 3.32 137 | 1.49 180 | 5.67 127 | 5.06 257 | 1.51 208 | 4.67 155 | 1.71 235 | 10.31 178 | 5.90 163 | 3.02 121 | 4.90 136 | 5.32 203 | 0.80 46 | 10.66 256 | 1.88 125 | 0.06 170 | 0.85 426 | 0.00 1 | 0.70 563 | 0.14 165 | 1.78 418 |
|
| AEACV |  | 3.74 172 | 1.42 159 | 6.45 180 | 5.61 304 | 6.24 563 | 4.69 156 | 1.54 185 | 7.61 97 | 7.19 187 | 3.59 141 | 7.87 207 | 4.20 171 | 6.43 317 | 6.07 100 | 1.96 129 | 0.03 74 | 1.03 503 | 0.04 312 | 0.54 544 | 0.23 227 | 2.12 499 |
|
| GLC_STEREO |  | 3.61 164 | 1.35 148 | 3.91 40 | 6.86 426 | 0.23 4 | 4.69 156 | 1.61 198 | 9.80 164 | 7.20 188 | 5.64 211 | 9.11 218 | 5.19 198 | 2.02 107 | 10.25 247 | 3.70 262 | 0.07 201 | 0.04 79 | 0.22 480 | 0.00 1 | 0.24 233 | 0.17 31 |
|
| RSM |  | 3.39 144 | 1.22 121 | 5.46 119 | 5.06 257 | 1.60 217 | 4.70 158 | 1.76 247 | 10.72 191 | 4.92 128 | 3.67 142 | 4.52 114 | 7.70 268 | 1.74 95 | 11.04 268 | 2.06 143 | 0.05 131 | 0.18 215 | 0.00 1 | 0.35 478 | 0.19 208 | 0.92 224 |
|
| Select-FE |  | 8.15 391 | 3.89 520 | 22.25 592 | 6.74 414 | 4.35 452 | 4.71 159 | 1.24 134 | 20.11 394 | 6.59 179 | 12.93 325 | 23.07 424 | 20.54 485 | 12.80 462 | 14.28 433 | 4.68 315 | 0.18 314 | 1.09 516 | 0.07 361 | 0.97 587 | 0.39 342 | 2.10 496 |
|
| DCANet-4 |  | 6.78 328 | 1.21 115 | 11.48 428 | 3.95 155 | 0.76 76 | 4.73 160 | 1.68 216 | 18.40 359 | 25.78 483 | 15.44 376 | 20.36 377 | 6.42 236 | 8.48 373 | 8.87 186 | 6.24 377 | 0.18 314 | 0.05 94 | 0.01 229 | 0.00 1 | 0.10 126 | 1.37 343 |
|
| fff |  | 7.26 353 | 1.99 300 | 9.12 310 | 4.17 179 | 0.47 33 | 4.73 160 | 1.68 216 | 16.56 322 | 33.55 553 | 15.45 377 | 20.36 377 | 7.49 262 | 12.54 455 | 9.03 193 | 6.26 378 | 0.18 314 | 0.05 94 | 0.01 229 | 0.00 1 | 0.10 126 | 1.37 343 |
|
| csc |  | 7.26 353 | 1.99 300 | 9.12 310 | 4.17 179 | 0.47 33 | 4.73 160 | 1.68 216 | 16.56 322 | 33.55 553 | 15.45 377 | 20.36 377 | 7.49 262 | 12.54 455 | 9.03 193 | 6.26 378 | 0.18 314 | 0.05 94 | 0.01 229 | 0.00 1 | 0.10 126 | 1.37 343 |
|
| cscssc |  | 7.26 353 | 1.99 300 | 9.12 310 | 4.17 179 | 0.47 33 | 4.73 160 | 1.68 216 | 16.56 322 | 33.55 553 | 15.45 377 | 20.36 377 | 7.49 262 | 12.54 455 | 9.03 193 | 6.26 378 | 0.18 314 | 0.05 94 | 0.01 229 | 0.00 1 | 0.10 126 | 1.37 343 |
|
| fffy |  | 3.69 167 | 1.76 235 | 7.01 209 | 4.25 199 | 1.49 202 | 4.74 164 | 1.69 226 | 10.96 197 | 7.10 186 | 2.90 115 | 6.29 179 | 6.27 232 | 3.10 150 | 10.41 253 | 2.09 146 | 0.01 7 | 1.02 496 | 0.00 1 | 0.00 1 | 0.37 325 | 2.28 520 |
|
| iRaft-Stereo_5w |  | 9.10 426 | 2.33 402 | 10.69 400 | 6.64 405 | 4.47 463 | 4.74 164 | 10.72 555 | 16.71 327 | 16.97 372 | 15.39 374 | 26.15 452 | 21.25 493 | 12.59 459 | 16.38 483 | 12.90 510 | 0.85 520 | 0.51 321 | 0.08 369 | 0.22 372 | 0.95 507 | 1.53 386 |
|
| FE-Mocha |  | 4.97 236 | 2.28 388 | 10.93 412 | 5.13 269 | 2.55 333 | 4.77 166 | 0.79 99 | 14.50 280 | 5.84 160 | 13.74 346 | 11.07 259 | 12.61 355 | 3.39 160 | 6.44 110 | 2.76 200 | 0.10 247 | 1.00 481 | 0.15 440 | 0.39 510 | 0.14 165 | 0.93 231 |
|
| DCANet |  | 6.87 333 | 2.02 310 | 9.12 310 | 4.03 163 | 0.76 76 | 4.77 166 | 1.74 240 | 16.15 310 | 25.07 468 | 15.88 392 | 20.79 387 | 7.89 273 | 11.31 427 | 9.23 207 | 6.15 371 | 0.18 314 | 0.05 94 | 0.00 1 | 0.00 1 | 0.28 266 | 2.01 475 |
|
| MGS-Stereo |  | 3.47 156 | 1.54 187 | 7.34 239 | 3.79 142 | 0.51 39 | 4.78 168 | 1.51 179 | 6.53 53 | 9.92 259 | 4.54 170 | 10.22 239 | 5.44 206 | 1.26 67 | 8.51 176 | 2.53 181 | 0.21 338 | 0.01 15 | 0.02 270 | 0.00 1 | 0.59 428 | 0.23 37 |
|
| ADStereo(finetuned) |  | 7.09 346 | 2.04 315 | 11.52 431 | 4.01 160 | 0.77 79 | 4.78 168 | 1.73 237 | 16.15 310 | 25.08 469 | 15.89 393 | 20.74 386 | 7.88 272 | 13.56 478 | 9.11 200 | 6.07 367 | 0.18 314 | 0.05 94 | 0.00 1 | 0.00 1 | 0.28 266 | 1.93 447 |
|
| OMP-Stereo |  | 7.13 350 | 2.89 462 | 9.89 353 | 10.98 582 | 1.73 244 | 4.81 170 | 1.85 256 | 18.38 358 | 16.26 353 | 16.94 420 | 14.11 294 | 17.45 446 | 7.57 352 | 13.26 405 | 5.12 333 | 0.43 425 | 0.04 79 | 0.06 340 | 0.02 175 | 0.20 215 | 0.56 130 |
|
| SCV_C0 |  | 3.81 177 | 1.92 283 | 7.94 267 | 4.22 189 | 1.75 247 | 4.82 171 | 1.56 191 | 11.79 215 | 8.00 212 | 3.23 131 | 5.14 145 | 6.19 229 | 1.81 102 | 11.49 301 | 2.42 173 | 0.17 305 | 1.09 516 | 0.00 1 | 0.23 384 | 0.38 337 | 2.04 482 |
|
| DF |  | 3.81 177 | 1.42 159 | 7.60 249 | 4.89 242 | 1.40 182 | 4.85 172 | 1.65 206 | 8.59 128 | 5.11 133 | 4.46 168 | 9.51 227 | 10.18 313 | 1.47 83 | 10.09 242 | 3.22 237 | 0.03 74 | 0.92 442 | 0.00 1 | 0.32 459 | 0.07 92 | 0.50 118 |
|
| LoS |  | 3.83 179 | 1.25 128 | 4.39 61 | 3.29 95 | 0.58 48 | 4.87 173 | 1.15 123 | 11.00 198 | 13.34 311 | 5.02 189 | 10.69 250 | 4.14 169 | 3.78 176 | 9.15 204 | 3.20 234 | 0.08 217 | 0.03 65 | 0.09 380 | 0.00 1 | 0.13 163 | 0.35 66 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| MM-Stereo_test1 |  | 5.41 248 | 1.55 189 | 6.52 189 | 5.96 346 | 1.09 130 | 4.88 174 | 6.82 475 | 14.32 270 | 12.83 299 | 13.28 333 | 10.54 246 | 5.88 219 | 6.54 320 | 11.72 310 | 2.75 198 | 0.18 314 | 1.13 533 | 0.00 1 | 0.02 175 | 0.48 383 | 1.73 410 |
|
| rvit_stereo_0083 |  | 4.77 226 | 2.28 388 | 10.63 397 | 7.49 469 | 1.73 244 | 4.88 174 | 2.71 323 | 8.97 140 | 18.71 396 | 5.01 188 | 7.88 208 | 6.38 235 | 5.11 255 | 7.80 148 | 4.86 325 | 0.28 371 | 0.04 79 | 0.00 1 | 0.01 132 | 0.26 251 | 0.39 84 |
|
| aanet-new-70k |  | 2.83 102 | 1.62 198 | 10.06 360 | 3.21 84 | 1.04 122 | 4.89 176 | 1.47 169 | 7.63 98 | 2.27 27 | 1.97 62 | 3.93 94 | 0.86 49 | 5.16 260 | 9.31 212 | 1.61 106 | 0.02 41 | 0.53 327 | 0.00 1 | 0.03 192 | 0.05 68 | 0.97 252 |
|
| CASnet |  | 4.11 198 | 1.27 132 | 5.28 111 | 5.63 307 | 0.31 5 | 4.89 176 | 2.86 331 | 11.52 212 | 11.73 286 | 11.06 291 | 11.80 268 | 4.16 170 | 1.63 88 | 6.30 107 | 2.22 152 | 0.63 480 | 0.00 1 | 0.60 543 | 0.13 297 | 0.15 180 | 0.07 8 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| ff7 |  | 3.92 184 | 2.12 342 | 7.30 232 | 4.22 189 | 1.47 191 | 4.90 178 | 1.65 206 | 14.40 273 | 5.82 153 | 5.08 194 | 5.59 162 | 3.45 148 | 4.61 224 | 11.48 297 | 2.76 200 | 0.04 95 | 0.98 458 | 0.00 1 | 0.17 334 | 0.35 307 | 1.98 460 |
|
| ffff |  | 3.92 184 | 2.12 342 | 7.30 232 | 4.22 189 | 1.47 191 | 4.90 178 | 1.65 206 | 14.40 273 | 5.82 153 | 5.08 194 | 5.59 162 | 3.45 148 | 4.61 224 | 11.48 297 | 2.76 200 | 0.04 95 | 0.98 458 | 0.00 1 | 0.17 334 | 0.35 307 | 1.98 460 |
|
| 11t |  | 3.92 184 | 2.12 342 | 7.30 232 | 4.22 189 | 1.47 191 | 4.90 178 | 1.65 206 | 14.40 273 | 5.82 153 | 5.08 194 | 5.59 162 | 3.45 148 | 4.61 224 | 11.48 297 | 2.76 200 | 0.04 95 | 0.98 458 | 0.00 1 | 0.17 334 | 0.35 307 | 1.98 460 |
|
| ccc-4 |  | 3.92 184 | 2.12 342 | 7.30 232 | 4.22 189 | 1.47 191 | 4.90 178 | 1.65 206 | 14.40 273 | 5.82 153 | 5.08 194 | 5.59 162 | 3.45 148 | 4.61 224 | 11.48 297 | 2.76 200 | 0.04 95 | 0.98 458 | 0.00 1 | 0.17 334 | 0.35 307 | 1.98 460 |
|
| rvit_stereo_0081_aga |  | 4.01 192 | 3.10 481 | 10.05 359 | 5.65 310 | 3.01 373 | 4.91 182 | 1.88 262 | 8.80 133 | 7.27 189 | 6.97 230 | 6.94 188 | 5.81 218 | 3.23 155 | 7.63 145 | 3.77 268 | 0.08 217 | 0.00 1 | 0.00 1 | 0.00 1 | 0.62 439 | 0.44 100 |
|
| anonymousdsp |  | 3.97 189 | 2.10 334 | 6.76 201 | 4.43 209 | 1.82 258 | 4.92 183 | 1.68 216 | 14.84 287 | 5.82 153 | 5.26 201 | 5.54 160 | 4.20 171 | 4.37 206 | 11.54 307 | 2.68 193 | 0.04 95 | 0.87 430 | 0.00 1 | 0.18 348 | 0.36 319 | 1.98 460 |
|
| IGEV-Stereo |   | 3.97 189 | 2.10 334 | 6.78 203 | 4.43 209 | 1.81 255 | 4.92 183 | 1.68 216 | 14.84 287 | 5.82 153 | 5.25 200 | 5.54 160 | 4.22 173 | 4.36 202 | 11.55 308 | 2.68 193 | 0.04 95 | 0.88 432 | 0.00 1 | 0.18 348 | 0.36 319 | 1.98 460 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| RSM++ |  | 3.35 141 | 1.29 138 | 5.82 130 | 5.16 271 | 1.00 119 | 4.93 185 | 2.54 311 | 10.70 190 | 5.17 134 | 3.45 137 | 4.81 127 | 6.63 241 | 1.86 104 | 10.23 246 | 2.06 143 | 0.05 131 | 0.06 123 | 0.01 229 | 0.18 348 | 0.19 208 | 0.95 243 |
|
| HHNet |  | 7.57 368 | 2.01 307 | 8.03 270 | 3.71 135 | 3.46 398 | 4.93 185 | 6.17 450 | 19.69 386 | 16.27 354 | 20.91 509 | 31.75 531 | 10.56 319 | 5.82 289 | 10.69 259 | 5.10 330 | 0.67 491 | 0.07 138 | 0.21 472 | 0.14 310 | 0.63 443 | 0.54 125 |
|
| IGEVStereo-DCA |  | 3.90 183 | 2.95 468 | 7.30 232 | 4.05 164 | 0.92 103 | 4.94 187 | 1.65 206 | 14.40 273 | 5.82 153 | 4.17 157 | 4.67 122 | 4.50 182 | 3.95 183 | 11.24 281 | 4.28 297 | 0.18 314 | 0.56 338 | 0.00 1 | 0.17 334 | 0.25 237 | 1.98 460 |
|
| rrr |  | 3.99 191 | 2.95 468 | 11.04 418 | 4.05 164 | 0.92 103 | 4.94 187 | 1.53 183 | 11.97 219 | 6.50 177 | 4.17 157 | 4.67 122 | 4.50 182 | 3.95 183 | 11.24 281 | 4.28 297 | 0.18 314 | 0.56 338 | 0.00 1 | 0.22 372 | 0.25 237 | 1.88 438 |
|
| WCG-NET(raft) |  | 4.87 231 | 1.67 212 | 6.84 204 | 3.49 117 | 0.31 5 | 4.96 189 | 1.95 270 | 11.08 201 | 15.49 341 | 8.82 260 | 11.46 265 | 9.50 301 | 4.96 247 | 11.32 287 | 3.26 240 | 0.09 230 | 1.41 595 | 0.00 1 | 0.03 192 | 0.23 227 | 0.54 125 |
|
| raftrobust |  | 5.94 285 | 2.07 328 | 6.94 207 | 7.67 476 | 6.24 563 | 4.96 189 | 1.82 252 | 17.76 347 | 14.36 326 | 12.03 300 | 11.62 267 | 7.74 270 | 9.01 386 | 11.29 285 | 3.71 264 | 0.05 131 | 0.79 405 | 0.00 1 | 0.04 213 | 0.25 237 | 0.38 82 |
|
| StereoVision |  | 7.48 363 | 2.90 465 | 10.47 392 | 10.13 552 | 3.93 423 | 4.99 191 | 1.86 259 | 21.10 410 | 17.66 376 | 8.90 263 | 29.71 499 | 10.95 325 | 6.61 325 | 12.83 377 | 5.11 331 | 0.69 493 | 0.05 94 | 0.17 453 | 0.03 192 | 0.98 508 | 0.56 130 |
|
| aanet-32k-new |  | 2.81 100 | 2.11 338 | 7.27 230 | 3.65 127 | 1.62 224 | 5.00 192 | 1.77 248 | 6.59 58 | 2.45 33 | 1.50 28 | 4.30 104 | 2.17 112 | 5.93 294 | 8.74 181 | 1.56 98 | 0.02 41 | 0.16 208 | 0.00 1 | 0.00 1 | 0.16 188 | 1.27 327 |
|
| gcap_with_dpt |  | 3.03 116 | 1.08 84 | 6.32 165 | 3.49 117 | 4.52 466 | 5.06 193 | 1.27 139 | 7.96 106 | 4.87 126 | 6.17 220 | 11.91 273 | 2.06 106 | 0.57 30 | 2.88 15 | 1.07 37 | 0.01 7 | 0.08 149 | 0.02 270 | 0.25 409 | 0.15 180 | 0.94 238 |
|
| HLF11 |  | 6.15 301 | 2.25 381 | 10.31 377 | 3.88 149 | 3.16 382 | 5.08 194 | 1.19 129 | 18.82 367 | 10.46 266 | 10.76 286 | 18.05 339 | 7.97 276 | 5.47 271 | 15.89 473 | 9.10 442 | 0.09 230 | 0.01 15 | 0.00 1 | 0.00 1 | 0.29 274 | 0.13 23 |
|
| rvit_0105_6 |  | 6.06 297 | 3.23 487 | 15.34 518 | 10.26 557 | 1.75 247 | 5.08 194 | 5.19 416 | 11.03 199 | 20.73 414 | 6.39 224 | 7.02 190 | 10.21 314 | 7.94 361 | 11.42 294 | 3.83 272 | 0.40 413 | 0.29 258 | 0.00 1 | 0.01 132 | 0.57 418 | 0.40 90 |
|
| water-stereo |  | 4.05 194 | 1.16 101 | 6.14 150 | 3.96 156 | 0.83 91 | 5.09 196 | 1.09 120 | 13.45 253 | 5.71 147 | 6.59 225 | 14.69 300 | 7.49 262 | 5.81 287 | 3.80 42 | 3.51 253 | 0.38 408 | 0.18 215 | 0.10 393 | 0.05 231 | 0.07 92 | 0.90 217 |
|
| HUF |  | 3.37 142 | 1.82 256 | 7.11 222 | 3.74 137 | 1.68 234 | 5.10 197 | 2.12 280 | 10.44 182 | 5.26 135 | 2.44 89 | 4.54 115 | 5.45 208 | 2.61 135 | 7.44 136 | 2.03 140 | 0.91 531 | 2.05 630 | 0.09 380 | 0.00 1 | 0.19 208 | 2.46 539 |
|
| TRStereo |  | 6.64 322 | 6.95 579 | 12.06 454 | 9.69 542 | 7.59 595 | 5.12 198 | 1.68 216 | 20.72 399 | 12.34 292 | 10.93 289 | 9.07 216 | 10.57 320 | 3.16 153 | 14.33 435 | 4.23 294 | 0.60 472 | 0.80 408 | 0.14 435 | 0.37 490 | 0.56 416 | 1.86 435 |
|
| RT-Monster |  | 5.39 246 | 1.31 142 | 5.51 122 | 3.93 153 | 4.29 446 | 5.15 199 | 0.80 100 | 13.13 235 | 20.24 412 | 14.19 356 | 13.71 292 | 9.73 306 | 3.24 156 | 8.13 161 | 2.61 187 | 0.06 170 | 0.27 249 | 0.00 1 | 0.00 1 | 0.05 68 | 1.44 364 |
|
| EKT-Stereo |  | 6.11 299 | 1.71 219 | 9.09 307 | 7.69 477 | 5.56 524 | 5.16 200 | 4.26 388 | 19.18 371 | 15.13 336 | 9.20 269 | 12.84 283 | 9.55 303 | 4.18 195 | 11.74 311 | 3.24 238 | 0.53 450 | 0.62 361 | 0.09 380 | 0.14 310 | 0.17 196 | 2.16 507 |
|
| MIM_Stereo |  | 7.37 362 | 2.06 324 | 12.02 453 | 4.71 228 | 1.69 236 | 5.17 201 | 1.28 141 | 19.54 383 | 13.09 303 | 16.93 418 | 28.48 481 | 13.05 373 | 5.43 268 | 13.25 404 | 7.41 404 | 0.02 41 | 0.62 361 | 0.00 1 | 0.01 132 | 0.45 372 | 2.09 495 |
|
| AIO_rvc |  | 3.33 139 | 1.66 210 | 6.67 197 | 4.55 213 | 3.62 404 | 5.18 202 | 1.79 250 | 8.85 137 | 5.06 132 | 2.17 71 | 4.89 134 | 4.69 186 | 1.16 63 | 10.57 254 | 2.01 139 | 0.59 468 | 1.10 524 | 0.00 1 | 0.04 213 | 0.16 188 | 1.84 428 |
|
| EGLCR-Stereo |  | 3.41 148 | 1.28 134 | 6.47 183 | 4.22 189 | 1.36 174 | 5.18 202 | 1.24 134 | 11.58 214 | 5.47 143 | 3.80 147 | 3.40 75 | 8.10 278 | 1.69 93 | 9.53 224 | 2.23 154 | 0.09 230 | 0.89 437 | 0.01 229 | 0.00 1 | 0.24 233 | 1.42 360 |
|
| Pointernet |  | 3.56 162 | 0.99 64 | 6.55 191 | 3.79 142 | 0.85 93 | 5.19 204 | 0.36 59 | 17.55 345 | 7.32 191 | 4.50 169 | 6.92 187 | 4.82 189 | 2.69 137 | 5.26 87 | 2.99 218 | 0.04 95 | 0.53 327 | 0.00 1 | 0.35 478 | 0.05 68 | 0.42 93 |
|
| aanet-new-36k |  | 2.87 108 | 1.75 232 | 7.21 226 | 3.57 122 | 0.57 47 | 5.21 205 | 1.18 127 | 8.42 119 | 2.58 38 | 1.80 52 | 4.49 112 | 1.58 75 | 6.34 310 | 9.10 199 | 1.42 85 | 0.02 41 | 1.00 481 | 0.02 270 | 0.00 1 | 0.07 92 | 0.98 257 |
|
| iRaftStereo_RVC |  | 5.06 240 | 2.15 355 | 7.88 264 | 5.54 299 | 0.78 82 | 5.22 206 | 0.45 68 | 18.47 361 | 11.75 287 | 9.72 274 | 15.05 306 | 5.74 217 | 3.18 154 | 9.29 211 | 2.52 179 | 0.02 41 | 1.24 568 | 0.00 1 | 0.01 132 | 0.58 421 | 1.62 395 |
|
| LoS_RVC |  | 4.09 197 | 3.01 474 | 4.81 81 | 4.88 240 | 7.78 603 | 5.24 207 | 2.80 329 | 7.57 95 | 4.24 112 | 4.41 164 | 10.34 241 | 3.62 156 | 6.34 310 | 6.59 112 | 2.37 167 | 0.04 95 | 0.03 65 | 0.00 1 | 0.01 132 | 0.06 81 | 7.70 637 |
|
| CES |  | 4.08 195 | 1.34 147 | 3.46 19 | 3.65 127 | 11.49 644 | 5.24 207 | 0.99 114 | 10.15 175 | 9.15 246 | 3.80 147 | 9.29 224 | 1.76 86 | 0.91 52 | 6.94 118 | 2.64 192 | 0.07 201 | 0.05 94 | 0.01 229 | 0.00 1 | 1.63 545 | 9.03 650 |
|
| AIO_test |  | 3.09 122 | 1.33 146 | 5.84 131 | 4.60 220 | 3.35 390 | 5.26 209 | 2.32 297 | 9.12 151 | 5.01 130 | 1.93 57 | 4.76 126 | 4.23 174 | 1.35 74 | 7.85 154 | 1.18 46 | 0.92 533 | 1.03 503 | 0.00 1 | 0.29 441 | 0.07 92 | 1.30 334 |
|
| Foundation-i1a |  | 3.47 156 | 0.79 26 | 4.13 47 | 3.03 65 | 1.16 138 | 5.28 210 | 3.85 371 | 10.67 189 | 4.84 125 | 6.10 216 | 3.58 81 | 7.71 269 | 5.82 289 | 7.53 140 | 1.85 121 | 0.06 170 | 1.12 531 | 0.00 1 | 0.00 1 | 0.04 54 | 1.94 454 |
|
| sAnonymous2 |  | 6.98 343 | 7.12 580 | 20.67 580 | 9.13 528 | 5.40 512 | 5.28 210 | 8.11 511 | 16.71 327 | 11.50 284 | 5.04 190 | 9.17 219 | 3.77 160 | 8.23 366 | 7.84 152 | 3.15 231 | 0.11 255 | 0.07 138 | 0.06 340 | 0.28 434 | 10.80 653 | 7.09 633 |
|
| CroCo_RVC |  | 6.98 343 | 7.12 580 | 20.67 580 | 9.13 528 | 5.40 512 | 5.28 210 | 8.11 511 | 16.71 327 | 11.50 284 | 5.04 190 | 9.17 219 | 3.77 160 | 8.23 366 | 7.84 152 | 3.15 231 | 0.11 255 | 0.07 138 | 0.06 340 | 0.28 434 | 10.80 653 | 7.09 633 |
|
| Foundation-i1c-attn |  | 3.23 132 | 0.75 18 | 3.94 41 | 3.03 65 | 1.27 164 | 5.29 213 | 4.34 390 | 9.85 168 | 4.74 122 | 4.57 172 | 4.01 98 | 6.52 239 | 4.81 238 | 7.18 131 | 1.38 71 | 0.06 170 | 1.06 509 | 0.00 1 | 0.00 1 | 0.03 29 | 1.88 438 |
|
| MSCF |  | 3.53 161 | 2.33 402 | 6.43 177 | 4.97 251 | 1.76 249 | 5.30 214 | 1.43 157 | 9.49 162 | 5.37 139 | 5.50 209 | 6.46 183 | 1.79 90 | 6.92 339 | 6.16 102 | 1.85 121 | 0.11 255 | 1.01 487 | 0.00 1 | 1.07 594 | 0.27 260 | 2.30 523 |
|
| rafts_anoy |  | 6.46 313 | 2.37 414 | 7.09 217 | 7.48 468 | 6.02 552 | 5.31 215 | 2.45 305 | 14.50 280 | 22.01 431 | 12.94 326 | 16.18 320 | 8.48 286 | 5.53 277 | 9.70 229 | 6.32 382 | 0.05 131 | 1.66 616 | 0.10 393 | 0.05 231 | 0.30 280 | 0.69 162 |
|
| RAFT-IKP |  | 5.85 276 | 1.97 291 | 10.36 379 | 5.66 313 | 0.45 23 | 5.33 216 | 2.01 276 | 13.27 245 | 7.79 200 | 12.69 313 | 18.19 347 | 12.77 359 | 6.67 337 | 12.36 353 | 5.60 351 | 1.11 561 | 0.09 160 | 0.10 393 | 0.00 1 | 0.25 237 | 0.35 66 |
|
| aanet-new-40k |  | 2.69 91 | 1.84 260 | 10.17 364 | 3.20 81 | 2.52 328 | 5.34 217 | 1.74 240 | 7.56 93 | 2.32 30 | 1.41 23 | 4.84 128 | 1.12 55 | 5.42 267 | 2.71 13 | 1.34 65 | 0.07 201 | 0.66 367 | 0.02 270 | 0.04 213 | 0.08 105 | 1.48 375 |
|
| Pro-Stereo |  | 1.71 25 | 0.58 1 | 3.34 16 | 3.27 92 | 0.61 52 | 5.34 217 | 0.75 96 | 2.21 5 | 2.69 41 | 1.61 38 | 1.34 38 | 1.45 67 | 0.15 1 | 8.22 168 | 1.87 123 | 0.18 314 | 0.03 65 | 0.00 1 | 0.29 441 | 0.04 54 | 0.15 28 |
|
| 3w_stereo |  | 2.85 105 | 1.08 84 | 6.84 204 | 3.00 63 | 0.62 55 | 5.35 219 | 6.31 456 | 7.70 101 | 3.87 99 | 4.12 156 | 5.00 141 | 0.30 13 | 4.15 194 | 4.87 77 | 1.71 113 | 0.00 1 | 1.02 496 | 0.00 1 | 0.24 394 | 0.03 29 | 0.87 208 |
|
| DeepStereo_RVC |  | 5.95 287 | 1.88 270 | 10.44 390 | 5.76 331 | 0.60 49 | 5.45 220 | 1.78 249 | 12.93 229 | 8.02 213 | 14.07 353 | 14.98 305 | 12.40 352 | 10.05 404 | 12.02 326 | 7.35 403 | 0.61 474 | 0.10 172 | 0.12 419 | 0.00 1 | 0.21 218 | 0.29 52 |
|
| GASTEREO |  | 3.69 167 | 2.44 426 | 6.32 165 | 5.26 281 | 1.76 249 | 5.46 221 | 1.44 160 | 9.55 163 | 5.71 147 | 5.61 210 | 6.96 189 | 1.61 77 | 6.99 341 | 8.15 162 | 1.89 126 | 0.10 247 | 1.01 487 | 0.00 1 | 1.07 594 | 0.17 196 | 2.30 523 |
|
| raft_robust |  | 8.39 397 | 2.81 457 | 7.62 250 | 6.32 375 | 1.17 140 | 5.47 222 | 0.82 102 | 34.37 586 | 35.49 575 | 18.40 458 | 20.25 374 | 7.24 256 | 5.51 274 | 15.77 471 | 3.40 249 | 0.11 255 | 1.10 524 | 0.00 1 | 0.50 535 | 0.33 294 | 1.19 314 |
|
| RAFT-345 |  | 6.94 337 | 1.48 175 | 7.45 242 | 5.65 310 | 0.96 114 | 5.49 223 | 3.20 345 | 13.73 261 | 10.97 277 | 13.81 349 | 42.93 628 | 9.01 292 | 5.31 264 | 13.09 396 | 4.73 317 | 0.58 462 | 0.05 94 | 0.10 393 | 0.06 244 | 0.08 105 | 0.08 10 |
|
| RCA-Stereo |  | 5.58 255 | 1.26 129 | 6.71 198 | 4.85 236 | 0.80 87 | 5.51 224 | 3.97 378 | 17.56 346 | 19.40 404 | 8.45 252 | 14.11 294 | 8.73 287 | 8.70 379 | 6.88 117 | 2.77 206 | 0.05 131 | 0.98 458 | 0.11 414 | 0.00 1 | 0.14 165 | 0.61 144 |
|
| ROB_FTStereo_v2 |  | 5.85 276 | 1.97 291 | 10.38 382 | 5.66 313 | 0.46 29 | 5.52 225 | 1.95 270 | 13.24 241 | 7.78 199 | 12.68 312 | 18.16 343 | 12.83 361 | 6.61 325 | 12.27 342 | 5.63 354 | 1.00 546 | 0.09 160 | 0.10 393 | 0.00 1 | 0.26 251 | 0.36 72 |
|
| ROB_FTStereo |  | 5.82 272 | 1.97 291 | 10.37 381 | 5.67 320 | 0.46 29 | 5.52 225 | 1.63 201 | 13.27 245 | 7.79 200 | 12.69 313 | 18.06 340 | 12.86 364 | 6.63 327 | 12.28 344 | 5.43 343 | 0.87 526 | 0.09 160 | 0.10 393 | 0.00 1 | 0.26 251 | 0.36 72 |
|
| HUI-Stereo |  | 5.80 270 | 1.98 298 | 10.42 386 | 5.66 313 | 0.45 23 | 5.52 225 | 2.68 320 | 13.29 247 | 7.82 206 | 12.71 319 | 18.16 343 | 12.91 369 | 6.60 323 | 10.73 261 | 5.36 340 | 0.89 527 | 0.08 149 | 0.10 393 | 0.00 1 | 0.25 237 | 0.36 72 |
|
| CREStereo |  | 3.75 174 | 1.21 115 | 3.79 37 | 2.66 25 | 0.66 62 | 5.52 225 | 0.39 60 | 10.77 195 | 14.18 324 | 7.14 235 | 10.54 246 | 5.25 201 | 3.54 168 | 6.27 106 | 2.88 213 | 0.04 95 | 0.01 15 | 0.03 294 | 0.01 132 | 0.05 68 | 0.05 4 |
| Jiankun Li, Peisen Wang, Pengfei Xiong, Tao Cai, Ziwei Yan, Lei Yang, Jiangyu Liu, Haoqiang Fan, Shuaicheng Liu: Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation. CVPR 2022 |
| PSM-softLoss |  | 6.90 334 | 1.81 248 | 10.84 406 | 7.04 438 | 0.93 108 | 5.53 229 | 1.97 272 | 23.18 436 | 9.65 254 | 14.16 354 | 22.01 413 | 12.84 362 | 5.15 257 | 13.03 387 | 7.95 414 | 0.76 502 | 0.06 123 | 0.27 493 | 0.55 548 | 0.21 218 | 0.14 24 |
|
| KMStereo |  | 6.90 334 | 1.81 248 | 10.84 406 | 7.04 438 | 0.93 108 | 5.53 229 | 1.97 272 | 23.18 436 | 9.65 254 | 14.16 354 | 22.01 413 | 12.84 362 | 5.15 257 | 13.03 387 | 7.95 414 | 0.76 502 | 0.06 123 | 0.27 493 | 0.55 548 | 0.21 218 | 0.14 24 |
|
| iGMRVC |  | 5.86 279 | 1.97 291 | 10.41 385 | 5.66 313 | 0.45 23 | 5.53 229 | 1.75 244 | 13.35 249 | 7.81 205 | 12.69 313 | 18.17 345 | 12.86 364 | 6.53 319 | 12.34 350 | 5.77 360 | 1.13 565 | 0.09 160 | 0.10 393 | 0.00 1 | 0.26 251 | 0.34 64 |
|
| Patchmatch Stereo++ |  | 5.88 280 | 1.97 291 | 10.43 388 | 5.66 313 | 0.45 23 | 5.54 232 | 2.32 297 | 13.26 243 | 7.79 200 | 12.69 313 | 18.14 341 | 12.86 364 | 6.63 327 | 12.36 353 | 5.60 351 | 1.09 558 | 0.09 160 | 0.10 393 | 0.00 1 | 0.25 237 | 0.35 66 |
| 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 |  | 5.83 274 | 1.97 291 | 10.44 390 | 5.66 313 | 0.46 29 | 5.54 232 | 1.91 267 | 13.24 241 | 7.80 204 | 12.69 313 | 18.19 347 | 12.80 360 | 6.65 336 | 11.89 321 | 5.45 346 | 1.02 550 | 0.09 160 | 0.10 393 | 0.00 1 | 0.26 251 | 0.36 72 |
|
| iRAFT |  | 5.88 280 | 1.97 291 | 10.43 388 | 5.66 313 | 0.45 23 | 5.54 232 | 2.32 297 | 13.26 243 | 7.79 200 | 12.69 313 | 18.14 341 | 12.86 364 | 6.63 327 | 12.36 353 | 5.60 351 | 1.09 558 | 0.09 160 | 0.10 393 | 0.00 1 | 0.25 237 | 0.35 66 |
|
| Pruner-Stereo |  | 6.85 330 | 1.81 248 | 10.24 373 | 6.92 432 | 0.92 103 | 5.55 235 | 4.01 380 | 14.42 278 | 11.85 289 | 18.22 455 | 21.92 408 | 15.64 414 | 5.69 283 | 12.10 334 | 6.08 368 | 0.84 519 | 0.02 46 | 0.18 458 | 0.10 281 | 0.11 141 | 0.38 82 |
|
| aanet-new-24k |  | 2.63 83 | 1.72 227 | 6.47 183 | 3.23 86 | 1.84 261 | 5.56 236 | 1.64 203 | 7.18 80 | 2.20 26 | 2.64 99 | 6.02 177 | 2.24 114 | 4.38 207 | 4.14 52 | 1.59 103 | 0.01 7 | 0.74 389 | 0.01 229 | 0.24 394 | 0.15 180 | 0.64 148 |
|
| 4.5_new |  | 2.16 53 | 0.96 53 | 4.43 63 | 2.83 47 | 1.93 270 | 5.59 237 | 1.24 134 | 6.25 39 | 2.81 47 | 4.41 164 | 3.54 80 | 0.46 26 | 0.96 55 | 3.70 37 | 1.41 82 | 0.33 386 | 1.01 487 | 0.00 1 | 0.21 369 | 0.11 141 | 1.11 295 |
|
| 4.5w-stereo |  | 2.16 53 | 0.96 53 | 4.43 63 | 2.83 47 | 1.93 270 | 5.59 237 | 1.25 138 | 6.25 39 | 2.81 47 | 4.41 164 | 3.53 79 | 0.46 26 | 0.96 55 | 3.70 37 | 1.42 85 | 0.33 386 | 1.01 487 | 0.00 1 | 0.21 369 | 0.11 141 | 1.11 295 |
|
| GGDA |   | 5.40 247 | 2.03 312 | 7.08 215 | 3.82 145 | 1.46 190 | 5.60 239 | 1.69 226 | 13.83 265 | 14.46 327 | 10.64 284 | 16.25 321 | 7.19 252 | 5.29 263 | 12.09 332 | 5.44 345 | 0.22 344 | 0.10 172 | 0.01 229 | 0.01 132 | 0.20 215 | 0.50 118 |
|
| trnet |  | 3.79 176 | 1.10 88 | 3.76 35 | 2.70 30 | 0.63 57 | 5.60 239 | 0.41 61 | 10.89 196 | 14.11 323 | 7.11 234 | 10.55 248 | 5.73 215 | 3.75 174 | 6.25 104 | 2.89 214 | 0.04 95 | 0.02 46 | 0.03 294 | 0.01 132 | 0.06 81 | 0.07 8 |
|
| test_xeample3 |  | 4.08 195 | 2.95 468 | 11.20 422 | 4.05 164 | 1.05 124 | 5.62 241 | 1.58 192 | 13.23 239 | 4.76 123 | 7.10 233 | 3.83 91 | 3.18 143 | 3.30 158 | 11.75 312 | 4.42 305 | 0.08 217 | 0.74 389 | 0.00 1 | 0.38 500 | 0.26 251 | 2.04 482 |
|
| GCAP-Stereo |  | 4.26 209 | 2.26 386 | 8.78 293 | 5.09 262 | 1.45 186 | 5.66 242 | 1.08 119 | 13.30 248 | 8.20 221 | 8.93 265 | 10.09 237 | 6.61 240 | 3.52 165 | 5.14 83 | 3.20 234 | 0.02 41 | 1.13 533 | 0.06 340 | 0.00 1 | 0.32 287 | 0.39 84 |
|
| PFNet+ |  | 6.92 336 | 1.64 206 | 10.96 413 | 6.27 368 | 0.90 101 | 5.66 242 | 1.68 216 | 14.43 279 | 16.02 349 | 18.13 453 | 21.24 390 | 14.33 391 | 5.97 295 | 13.13 397 | 5.51 349 | 0.90 529 | 0.20 221 | 0.11 414 | 0.30 452 | 0.08 105 | 0.94 238 |
|
| ProNet |  | 4.14 200 | 2.35 411 | 7.50 245 | 4.22 189 | 1.47 191 | 5.67 244 | 6.24 452 | 13.78 264 | 7.71 198 | 3.38 135 | 4.93 137 | 3.72 158 | 3.52 165 | 11.52 306 | 2.72 196 | 0.08 217 | 1.32 578 | 0.01 229 | 0.26 415 | 0.47 381 | 2.02 476 |
|
| DisPM |  | 6.68 323 | 1.58 194 | 9.90 354 | 7.19 453 | 1.12 132 | 5.71 245 | 3.69 366 | 13.74 262 | 12.42 293 | 16.60 407 | 23.63 427 | 12.64 356 | 6.39 314 | 13.31 408 | 4.08 285 | 0.77 505 | 0.01 15 | 0.08 369 | 0.15 320 | 0.14 165 | 0.53 123 |
|
| aanet-new-32k |  | 2.65 85 | 1.89 273 | 7.06 212 | 3.33 99 | 2.10 285 | 5.72 246 | 1.68 216 | 8.13 109 | 1.82 12 | 2.01 64 | 4.36 107 | 2.64 129 | 5.98 296 | 3.22 25 | 0.98 20 | 0.02 41 | 1.02 496 | 0.00 1 | 0.00 1 | 0.09 117 | 0.97 252 |
|
| aanet-new-30k |  | 2.65 85 | 1.89 273 | 7.05 211 | 3.33 99 | 2.10 285 | 5.72 246 | 1.68 216 | 8.13 109 | 1.82 12 | 2.01 64 | 4.36 107 | 2.64 129 | 5.98 296 | 3.22 25 | 0.98 20 | 0.02 41 | 1.02 496 | 0.00 1 | 0.00 1 | 0.09 117 | 0.97 252 |
|
| rvit_stereo_0075_2 |  | 9.46 433 | 4.16 526 | 20.27 576 | 12.15 608 | 8.82 622 | 5.72 246 | 4.24 386 | 23.21 439 | 18.05 381 | 12.37 304 | 28.80 484 | 16.10 420 | 8.43 372 | 14.57 445 | 8.89 434 | 0.58 462 | 0.34 274 | 0.52 536 | 0.08 264 | 0.44 366 | 1.41 357 |
|
| PhaseNet |  | 2.72 92 | 1.38 153 | 4.32 55 | 3.98 157 | 0.96 114 | 5.73 249 | 0.42 63 | 8.56 126 | 3.88 100 | 2.71 107 | 2.50 56 | 6.14 225 | 1.36 76 | 6.85 116 | 3.71 264 | 0.24 352 | 0.10 172 | 0.00 1 | 0.00 1 | 0.07 92 | 1.49 378 |
|
| AAGNet |  | 8.15 391 | 1.75 232 | 10.57 394 | 7.72 482 | 0.74 69 | 5.74 250 | 4.98 413 | 15.90 305 | 14.59 329 | 20.31 495 | 23.80 429 | 15.08 405 | 11.25 425 | 12.27 342 | 16.70 540 | 0.85 520 | 0.06 123 | 0.32 513 | 0.01 132 | 0.15 180 | 0.16 29 |
|
| RAFT_R40 |  | 7.14 351 | 1.73 229 | 9.36 328 | 7.36 460 | 0.82 88 | 5.74 250 | 3.69 366 | 15.47 298 | 15.09 335 | 18.24 456 | 19.87 368 | 16.82 430 | 8.50 374 | 13.72 423 | 5.81 363 | 0.28 371 | 0.02 46 | 0.14 435 | 0.00 1 | 0.11 141 | 0.09 12 |
|
| TestStereo_HL2 |  | 5.71 264 | 2.13 349 | 7.35 240 | 3.79 142 | 2.05 281 | 5.75 252 | 1.99 274 | 13.66 260 | 14.02 321 | 11.79 298 | 20.13 373 | 7.30 258 | 5.48 272 | 12.45 358 | 5.65 355 | 0.19 327 | 0.09 160 | 0.00 1 | 0.01 132 | 0.17 196 | 0.28 48 |
|
| RAFT_CTSACE |  | 8.55 403 | 2.62 450 | 9.63 342 | 7.41 461 | 5.06 496 | 5.76 253 | 2.54 311 | 15.38 296 | 17.84 377 | 24.33 556 | 34.69 575 | 16.37 424 | 7.22 346 | 18.05 523 | 2.63 190 | 0.01 7 | 0.56 338 | 0.00 1 | 0.03 192 | 0.42 359 | 0.41 91 |
|
| sCroCo_RVC |  | 5.29 244 | 3.82 517 | 17.52 544 | 11.17 586 | 6.67 576 | 5.78 254 | 2.66 318 | 10.47 183 | 8.48 231 | 3.78 145 | 9.32 225 | 4.76 188 | 4.83 240 | 8.33 173 | 4.88 326 | 1.17 571 | 0.52 324 | 0.06 340 | 0.03 192 | 0.70 462 | 0.90 217 |
|
| test_4 |  | 5.75 266 | 1.40 156 | 6.47 183 | 7.20 454 | 0.89 99 | 5.81 255 | 1.82 252 | 12.26 222 | 6.62 180 | 12.85 322 | 30.51 509 | 7.61 266 | 3.81 178 | 12.70 372 | 3.47 251 | 0.02 41 | 0.27 249 | 0.03 294 | 0.17 334 | 0.39 342 | 0.67 155 |
|
| aanet-new-8k |  | 3.21 131 | 1.53 186 | 6.45 180 | 3.94 154 | 0.69 64 | 5.83 256 | 1.71 235 | 10.38 181 | 6.24 170 | 2.24 78 | 4.04 100 | 1.31 63 | 6.63 327 | 10.15 245 | 1.87 123 | 0.01 7 | 0.17 212 | 0.00 1 | 0.00 1 | 0.12 149 | 0.90 217 |
|
| 3.25w_new |  | 2.57 79 | 1.05 74 | 5.06 98 | 2.75 41 | 1.49 202 | 5.86 257 | 1.15 123 | 7.21 82 | 3.61 90 | 4.57 172 | 3.97 95 | 0.64 35 | 2.42 131 | 7.83 151 | 1.41 82 | 0.07 201 | 0.97 454 | 0.00 1 | 0.23 384 | 0.08 105 | 0.95 243 |
|
| 3.25w |  | 2.57 79 | 1.05 74 | 5.06 98 | 2.75 41 | 1.49 202 | 5.87 258 | 1.15 123 | 7.21 82 | 3.61 90 | 4.57 172 | 3.97 95 | 0.64 35 | 2.42 131 | 7.82 149 | 1.41 82 | 0.07 201 | 0.97 454 | 0.00 1 | 0.23 384 | 0.08 105 | 0.95 243 |
|
| rvit_0105_4 |  | 7.09 346 | 3.33 494 | 16.60 533 | 10.68 573 | 1.59 215 | 5.89 259 | 6.84 477 | 14.50 280 | 23.99 457 | 7.31 242 | 9.49 226 | 13.18 374 | 9.62 398 | 12.33 348 | 4.32 299 | 0.39 410 | 0.46 306 | 0.00 1 | 0.02 175 | 0.67 457 | 0.68 159 |
|
| SST-Stereo |  | 6.85 330 | 1.67 212 | 9.39 329 | 7.24 456 | 0.82 88 | 5.89 259 | 1.87 260 | 15.34 294 | 9.89 258 | 19.25 478 | 20.26 375 | 16.63 429 | 8.40 371 | 13.81 426 | 5.75 358 | 0.40 413 | 0.05 94 | 0.13 427 | 0.00 1 | 0.10 126 | 0.08 10 |
|
| cross-raft |  | 5.70 263 | 1.44 169 | 7.08 215 | 6.69 410 | 2.11 289 | 5.89 259 | 1.44 160 | 16.44 317 | 8.38 225 | 13.42 339 | 20.70 385 | 12.20 350 | 4.38 207 | 9.06 196 | 3.11 230 | 0.03 74 | 0.38 281 | 0.00 1 | 0.22 372 | 0.24 233 | 0.84 198 |
|
| 3.5w_stereo |  | 2.78 97 | 1.48 175 | 5.51 122 | 2.66 25 | 1.61 220 | 5.90 262 | 1.09 120 | 7.46 90 | 3.28 72 | 4.31 161 | 4.49 112 | 0.35 20 | 2.04 109 | 10.32 251 | 3.27 241 | 0.21 338 | 0.66 367 | 0.00 1 | 0.09 272 | 0.02 5 | 0.88 209 |
|
| XX-TBD |  | 4.63 224 | 10.71 612 | 3.94 41 | 10.55 570 | 0.62 55 | 5.95 263 | 0.08 13 | 7.91 104 | 12.75 298 | 11.73 297 | 14.80 303 | 4.04 167 | 1.64 89 | 4.90 78 | 2.61 187 | 0.08 217 | 0.01 15 | 0.00 1 | 0.00 1 | 0.26 251 | 0.06 6 |
|
| Foundation-i1b |  | 3.38 143 | 0.76 21 | 4.10 46 | 2.71 35 | 1.29 169 | 5.97 264 | 4.62 401 | 10.54 184 | 4.48 117 | 5.33 202 | 3.60 83 | 7.33 259 | 5.34 265 | 7.29 132 | 1.37 67 | 0.05 131 | 1.05 506 | 0.00 1 | 0.00 1 | 0.04 54 | 1.69 406 |
|
| BStereo |   | 3.41 148 | 1.93 285 | 17.91 551 | 3.28 93 | 1.17 140 | 5.97 264 | 3.40 357 | 6.67 60 | 6.10 166 | 2.94 116 | 1.98 49 | 2.53 123 | 0.78 43 | 8.18 166 | 3.81 270 | 0.06 170 | 0.11 182 | 0.04 312 | 0.13 297 | 0.09 117 | 1.02 270 |
|
| monster-pro |  | 2.07 46 | 0.90 41 | 4.81 81 | 2.70 30 | 1.72 241 | 5.99 266 | 0.13 29 | 6.67 60 | 3.14 57 | 1.50 28 | 2.25 52 | 0.33 16 | 0.37 16 | 7.29 132 | 1.29 60 | 0.01 7 | 0.98 458 | 0.00 1 | 0.38 500 | 0.02 5 | 1.01 263 |
|
| Monster-pub-eth3d |  | 2.07 46 | 0.90 41 | 4.82 84 | 2.70 30 | 1.72 241 | 6.01 267 | 0.13 29 | 6.67 60 | 3.14 57 | 1.51 32 | 2.25 52 | 0.33 16 | 0.37 16 | 7.11 130 | 1.29 60 | 0.01 7 | 0.98 458 | 0.00 1 | 0.38 500 | 0.02 5 | 1.01 263 |
|
| MonSter |  | 2.06 45 | 0.90 41 | 4.81 81 | 2.70 30 | 1.72 241 | 6.01 267 | 0.13 29 | 6.67 60 | 3.15 59 | 1.51 32 | 2.25 52 | 0.33 16 | 0.36 14 | 7.02 123 | 1.29 60 | 0.01 7 | 0.98 458 | 0.00 1 | 0.38 500 | 0.02 5 | 1.01 263 |
|
| IGEV-RUCA |  | 3.15 128 | 1.28 134 | 5.12 105 | 5.23 277 | 2.34 318 | 6.02 269 | 1.75 244 | 7.71 102 | 5.31 136 | 2.77 110 | 4.98 140 | 4.01 166 | 2.39 130 | 10.02 239 | 1.73 114 | 0.17 305 | 0.26 247 | 0.21 472 | 0.29 441 | 0.74 473 | 0.58 140 |
|
| MonStereo |  | 2.08 49 | 0.90 41 | 4.78 79 | 2.70 30 | 1.71 239 | 6.04 270 | 0.13 29 | 6.67 60 | 3.15 59 | 1.50 28 | 2.24 51 | 0.32 15 | 0.36 14 | 7.36 134 | 1.29 60 | 0.01 7 | 0.98 458 | 0.00 1 | 0.38 500 | 0.02 5 | 1.01 263 |
|
| 4D-IteraStereo |  | 5.47 252 | 2.05 321 | 8.66 289 | 5.34 286 | 4.93 488 | 6.11 271 | 1.79 250 | 13.74 262 | 16.35 358 | 14.53 359 | 11.10 260 | 8.22 279 | 1.59 85 | 8.73 180 | 3.37 245 | 0.00 1 | 0.49 314 | 0.09 380 | 0.02 175 | 0.25 237 | 1.98 460 |
|
| GMOStereo |  | 6.33 306 | 2.04 315 | 8.28 277 | 5.68 321 | 1.20 147 | 6.11 271 | 2.14 282 | 11.20 203 | 13.15 305 | 18.66 459 | 21.83 401 | 17.35 441 | 6.64 332 | 7.09 126 | 2.78 207 | 0.02 41 | 1.42 597 | 0.13 427 | 0.00 1 | 0.53 402 | 0.37 77 |
|
| error version |  | 6.33 306 | 2.04 315 | 8.28 277 | 5.68 321 | 1.20 147 | 6.11 271 | 2.14 282 | 11.20 203 | 13.15 305 | 18.66 459 | 21.83 401 | 17.35 441 | 6.64 332 | 7.09 126 | 2.78 207 | 0.02 41 | 1.42 597 | 0.13 427 | 0.00 1 | 0.53 402 | 0.37 77 |
|
| test-v |  | 6.33 306 | 2.04 315 | 8.28 277 | 5.68 321 | 1.20 147 | 6.11 271 | 2.14 282 | 11.20 203 | 13.15 305 | 18.66 459 | 21.83 401 | 17.35 441 | 6.64 332 | 7.09 126 | 2.78 207 | 0.02 41 | 1.42 597 | 0.13 427 | 0.00 1 | 0.53 402 | 0.37 77 |
|
| test-2 |  | 6.33 306 | 2.04 315 | 8.28 277 | 5.68 321 | 1.20 147 | 6.11 271 | 2.14 282 | 11.20 203 | 13.15 305 | 18.66 459 | 21.83 401 | 17.35 441 | 6.64 332 | 7.09 126 | 2.78 207 | 0.02 41 | 1.42 597 | 0.13 427 | 0.00 1 | 0.53 402 | 0.37 77 |
|
| OCTAStereo |  | 6.97 340 | 1.80 245 | 10.20 368 | 7.15 451 | 0.78 82 | 6.12 276 | 3.38 354 | 20.72 399 | 18.47 389 | 13.41 336 | 19.33 360 | 11.91 343 | 6.05 298 | 12.68 371 | 6.19 373 | 0.59 468 | 0.06 123 | 0.21 472 | 0.22 372 | 0.12 149 | 0.10 16 |
|
| Foundation-i1 |  | 4.02 193 | 0.77 24 | 3.58 28 | 3.90 152 | 3.92 421 | 6.13 277 | 4.35 391 | 13.36 251 | 6.24 170 | 6.62 226 | 6.36 180 | 8.41 282 | 4.76 237 | 6.99 121 | 2.10 148 | 0.04 95 | 1.09 516 | 0.00 1 | 0.01 132 | 0.03 29 | 1.65 399 |
|
| RE-Stereo |  | 6.97 340 | 1.79 242 | 10.18 366 | 7.14 446 | 0.77 79 | 6.14 278 | 3.39 355 | 20.72 399 | 18.43 386 | 13.41 336 | 19.33 360 | 11.78 337 | 6.09 300 | 12.66 369 | 6.22 374 | 0.58 462 | 0.05 94 | 0.21 472 | 0.22 372 | 0.12 149 | 0.10 16 |
|
| TVStereo |  | 6.97 340 | 1.79 242 | 10.18 366 | 7.14 446 | 0.77 79 | 6.14 278 | 3.39 355 | 20.72 399 | 18.43 386 | 13.41 336 | 19.33 360 | 11.78 337 | 6.09 300 | 12.66 369 | 6.22 374 | 0.58 462 | 0.05 94 | 0.21 472 | 0.22 372 | 0.12 149 | 0.10 16 |
|
| NF-Stereo |  | 6.96 339 | 1.80 245 | 10.17 364 | 7.16 452 | 0.79 85 | 6.15 280 | 3.26 353 | 20.74 404 | 18.45 388 | 13.42 339 | 19.33 360 | 11.67 334 | 6.05 298 | 12.71 373 | 6.17 372 | 0.57 461 | 0.06 123 | 0.21 472 | 0.23 384 | 0.12 149 | 0.09 12 |
|
| RALAANet |  | 6.86 332 | 3.28 492 | 11.09 419 | 7.63 473 | 4.95 490 | 6.16 281 | 1.63 201 | 20.54 398 | 15.45 338 | 15.30 373 | 14.52 296 | 12.98 370 | 4.35 201 | 13.53 413 | 3.98 277 | 0.11 255 | 0.35 276 | 0.00 1 | 0.29 441 | 0.58 421 | 0.48 112 |
|
| RAFT-Stereo-weight |  | 5.42 250 | 1.21 115 | 6.22 156 | 4.69 225 | 1.28 168 | 6.18 282 | 1.58 192 | 18.42 360 | 18.47 389 | 11.35 294 | 10.27 240 | 11.93 345 | 1.65 90 | 9.59 226 | 3.83 272 | 0.10 247 | 0.60 354 | 0.00 1 | 0.00 1 | 0.16 188 | 0.89 214 |
|
| DN-CSS_ROB |  | 8.72 410 | 3.49 503 | 16.63 534 | 6.74 414 | 3.39 394 | 6.20 283 | 3.43 359 | 23.40 442 | 22.03 432 | 17.46 433 | 30.28 505 | 9.33 295 | 8.32 369 | 14.71 449 | 6.36 385 | 0.91 531 | 0.00 1 | 0.45 526 | 0.00 1 | 0.65 449 | 0.70 168 |
|
| EAI-Stereo |  | 5.82 272 | 2.06 324 | 9.08 306 | 6.23 364 | 2.20 303 | 6.24 284 | 6.20 451 | 20.18 395 | 6.36 174 | 10.65 285 | 15.97 316 | 6.31 233 | 3.63 171 | 12.09 332 | 4.88 326 | 0.06 170 | 0.73 387 | 0.04 312 | 1.59 615 | 0.21 218 | 1.67 404 |
|
| TestStereo-Hl |   | 5.98 291 | 2.12 342 | 7.49 243 | 3.63 124 | 1.23 153 | 6.25 285 | 4.49 396 | 15.40 297 | 14.26 325 | 10.98 290 | 16.90 328 | 9.28 294 | 8.55 376 | 13.26 405 | 4.36 302 | 0.36 398 | 0.29 258 | 0.01 229 | 0.01 132 | 0.25 237 | 0.56 130 |
|
| castereo |  | 4.17 203 | 1.71 219 | 4.94 91 | 4.23 197 | 1.13 134 | 6.25 285 | 6.97 481 | 10.76 193 | 16.22 351 | 3.25 132 | 7.74 202 | 3.55 155 | 7.25 347 | 5.61 92 | 2.63 190 | 0.04 95 | 0.38 281 | 0.00 1 | 0.26 415 | 0.08 105 | 0.44 100 |
|
| SMoEStereo_RVC |  | 3.08 121 | 1.77 238 | 5.88 133 | 4.29 200 | 0.76 76 | 6.25 285 | 1.85 256 | 8.81 134 | 4.44 115 | 4.08 155 | 3.85 92 | 2.76 135 | 2.21 113 | 11.07 269 | 2.28 155 | 0.01 7 | 0.13 193 | 0.03 294 | 0.00 1 | 0.35 307 | 0.83 196 |
|
| LL-Strereo2 |  | 5.97 288 | 2.88 461 | 10.62 396 | 6.59 396 | 3.38 393 | 6.31 288 | 2.20 288 | 15.61 299 | 8.46 230 | 11.33 293 | 10.75 255 | 15.69 415 | 3.45 161 | 13.58 417 | 4.65 314 | 0.16 298 | 0.48 311 | 1.33 598 | 0.13 297 | 0.36 319 | 1.42 360 |
|
| TestStereo |  | 6.45 312 | 3.34 496 | 8.02 269 | 6.23 364 | 1.68 234 | 6.33 289 | 2.48 307 | 14.54 283 | 16.71 366 | 11.71 296 | 24.13 432 | 9.38 297 | 7.13 343 | 11.83 317 | 4.32 299 | 0.12 270 | 0.01 15 | 0.00 1 | 0.00 1 | 0.73 469 | 0.33 61 |
|
| CFNet-RSSM |  | 5.78 268 | 1.24 125 | 9.20 320 | 4.82 235 | 1.23 153 | 6.33 289 | 1.21 132 | 17.35 340 | 18.14 382 | 13.35 335 | 11.17 261 | 11.69 335 | 5.43 268 | 9.71 230 | 3.34 244 | 0.03 74 | 0.20 221 | 0.00 1 | 0.36 485 | 0.37 325 | 0.42 93 |
|
| UGAM-zero |  | 7.48 363 | 1.91 280 | 14.55 499 | 4.78 230 | 2.00 278 | 6.34 291 | 1.02 117 | 18.99 369 | 8.70 237 | 14.93 366 | 15.74 312 | 24.94 536 | 13.86 488 | 13.13 397 | 5.05 328 | 0.04 95 | 0.96 450 | 0.02 270 | 1.08 596 | 0.18 204 | 1.46 368 |
|
| raft+_RVC |  | 7.10 348 | 2.37 414 | 6.59 193 | 6.94 435 | 5.82 540 | 6.35 292 | 5.97 446 | 21.05 408 | 23.63 453 | 10.90 288 | 17.95 337 | 9.80 308 | 5.55 278 | 11.49 301 | 4.47 308 | 0.04 95 | 1.50 607 | 0.00 1 | 0.00 1 | 0.38 337 | 1.23 321 |
|
| knoymous |  | 6.46 313 | 1.84 260 | 5.13 106 | 4.31 201 | 1.88 264 | 6.36 293 | 5.55 430 | 15.25 293 | 14.48 328 | 13.85 350 | 21.25 391 | 12.66 358 | 6.63 327 | 13.20 400 | 5.11 331 | 0.19 327 | 0.13 193 | 0.12 419 | 0.00 1 | 0.71 466 | 0.57 137 |
|
| IRAFT_RVC |  | 8.93 420 | 1.80 245 | 10.65 398 | 7.83 486 | 1.81 255 | 6.36 293 | 10.05 546 | 26.32 475 | 27.59 500 | 17.93 447 | 19.70 365 | 17.67 449 | 9.98 403 | 13.20 400 | 6.29 381 | 0.37 404 | 0.30 263 | 0.19 464 | 0.05 231 | 0.23 227 | 0.24 40 |
|
| TS12 |  | 2.90 110 | 0.93 50 | 3.58 28 | 2.61 23 | 0.40 19 | 6.37 295 | 0.20 44 | 8.95 139 | 4.89 127 | 3.34 134 | 10.48 245 | 1.45 67 | 3.08 149 | 8.02 156 | 2.96 217 | 0.02 41 | 0.01 15 | 0.00 1 | 0.00 1 | 0.05 68 | 0.67 155 |
|
| AIO-Stereo-zeroshot1 |   | 8.37 396 | 4.16 526 | 20.63 579 | 5.82 336 | 11.79 645 | 6.40 296 | 2.02 277 | 20.82 405 | 8.03 214 | 14.52 358 | 21.38 394 | 17.44 445 | 5.83 291 | 14.43 442 | 5.13 334 | 0.06 170 | 1.00 481 | 0.05 323 | 1.81 620 | 2.44 574 | 3.62 585 |
|
| MSKI-zero shot |  | 5.11 241 | 1.81 248 | 6.47 183 | 6.17 359 | 1.78 253 | 6.42 297 | 1.50 176 | 13.59 256 | 8.66 235 | 10.63 283 | 11.58 266 | 13.29 378 | 2.35 125 | 12.34 350 | 3.09 229 | 0.05 131 | 1.21 563 | 0.02 270 | 0.29 441 | 0.15 180 | 0.85 199 |
|
| DN |  | 4.32 214 | 1.32 143 | 5.99 143 | 5.19 272 | 4.22 441 | 6.44 298 | 0.70 90 | 12.53 224 | 11.81 288 | 4.39 163 | 6.17 178 | 9.92 310 | 2.23 119 | 7.88 155 | 2.94 215 | 0.30 378 | 0.88 432 | 0.32 513 | 0.32 459 | 0.33 294 | 2.47 542 |
|
| BridgeDepth |   | 1.76 28 | 1.05 74 | 3.18 8 | 2.17 8 | 0.16 1 | 6.45 299 | 0.05 11 | 6.54 54 | 3.33 74 | 1.56 36 | 0.40 11 | 1.99 102 | 2.73 140 | 4.72 68 | 0.75 5 | 0.04 95 | 0.02 46 | 0.00 1 | 0.00 1 | 0.04 54 | 0.05 4 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| MyStereo07 |  | 4.80 227 | 2.38 417 | 6.21 154 | 6.63 402 | 4.77 482 | 6.47 300 | 9.60 533 | 16.70 326 | 5.88 161 | 4.81 181 | 5.77 172 | 3.13 142 | 5.68 282 | 12.07 329 | 2.46 175 | 0.09 230 | 1.33 582 | 0.03 294 | 0.32 459 | 0.74 473 | 0.93 231 |
|
| MyStereo04 |  | 9.58 436 | 2.38 417 | 10.28 376 | 6.63 402 | 4.77 482 | 6.47 300 | 9.60 533 | 32.50 559 | 42.15 614 | 14.59 361 | 12.10 275 | 11.92 344 | 11.87 444 | 14.80 457 | 8.14 420 | 0.09 230 | 1.33 582 | 0.03 294 | 0.32 459 | 0.74 473 | 0.93 231 |
|
| test_1 |  | 5.63 258 | 1.29 138 | 9.52 338 | 4.90 247 | 1.45 186 | 6.51 302 | 2.93 336 | 13.65 259 | 19.05 401 | 12.58 308 | 8.67 212 | 13.02 372 | 4.07 190 | 9.39 218 | 2.58 182 | 0.01 7 | 1.09 516 | 0.00 1 | 0.38 500 | 0.28 266 | 1.26 326 |
|
| test-3 |  | 5.64 259 | 1.29 138 | 9.52 338 | 4.88 240 | 1.45 186 | 6.53 303 | 2.92 334 | 13.64 257 | 19.04 400 | 12.75 320 | 8.67 212 | 13.01 371 | 4.10 192 | 9.39 218 | 2.58 182 | 0.01 7 | 1.09 516 | 0.00 1 | 0.37 490 | 0.28 266 | 1.25 324 |
|
| Prome-Stereo |  | 8.22 394 | 1.48 175 | 6.24 160 | 7.06 441 | 1.55 211 | 6.54 304 | 9.08 523 | 21.88 419 | 9.88 257 | 21.12 514 | 32.48 545 | 11.82 340 | 11.59 433 | 11.99 325 | 4.04 281 | 0.08 217 | 0.02 46 | 0.19 464 | 0.12 292 | 0.45 372 | 6.89 632 |
|
| UGAM |  | 10.51 473 | 1.74 231 | 10.16 363 | 7.06 441 | 4.44 458 | 6.56 305 | 11.34 568 | 16.06 308 | 27.83 503 | 21.09 513 | 28.18 477 | 23.47 517 | 11.21 422 | 26.86 608 | 11.33 487 | 0.05 131 | 0.49 314 | 0.46 528 | 0.36 485 | 0.44 366 | 0.97 252 |
|
| NRIStereo |  | 5.98 291 | 1.91 280 | 9.60 341 | 6.29 373 | 0.45 23 | 6.56 305 | 2.52 310 | 15.37 295 | 11.43 282 | 12.55 307 | 15.07 307 | 11.45 328 | 6.11 302 | 12.32 347 | 6.23 376 | 0.83 517 | 0.16 208 | 0.11 414 | 0.00 1 | 0.32 287 | 0.33 61 |
|
| DNS |  | 3.92 184 | 1.14 99 | 7.24 227 | 5.21 276 | 2.29 312 | 6.58 307 | 0.23 49 | 10.73 192 | 6.77 182 | 6.66 227 | 5.90 175 | 9.62 305 | 3.05 147 | 4.39 58 | 3.03 221 | 1.11 561 | 1.06 509 | 0.00 1 | 0.44 519 | 0.73 469 | 2.15 505 |
|
| ManiGeoR |   | 5.60 256 | 2.38 417 | 10.23 371 | 3.66 130 | 3.17 383 | 6.64 308 | 1.65 206 | 19.57 384 | 10.50 267 | 7.20 239 | 14.65 298 | 6.46 237 | 4.96 247 | 13.05 391 | 7.21 400 | 0.09 230 | 0.00 1 | 0.05 323 | 0.00 1 | 0.23 227 | 0.25 42 |
|
| HLf10 |  | 5.60 256 | 2.38 417 | 10.23 371 | 3.66 130 | 3.17 383 | 6.64 308 | 1.65 206 | 19.57 384 | 10.50 267 | 7.20 239 | 14.65 298 | 6.46 237 | 4.96 247 | 13.05 391 | 7.21 400 | 0.09 230 | 0.00 1 | 0.05 323 | 0.00 1 | 0.23 227 | 0.25 42 |
|
| IIG-Stereo |  | 7.59 369 | 2.47 429 | 9.40 330 | 10.39 564 | 1.78 253 | 6.67 310 | 1.47 169 | 17.83 348 | 16.51 361 | 18.91 471 | 20.12 372 | 17.76 450 | 8.74 380 | 13.21 403 | 5.43 343 | 0.44 428 | 0.05 94 | 0.03 294 | 0.00 1 | 0.17 196 | 0.45 103 |
|
| test_5 |  | 8.85 416 | 2.05 321 | 9.51 336 | 11.62 593 | 4.99 492 | 6.74 311 | 5.48 429 | 18.25 353 | 23.57 451 | 16.72 415 | 29.73 500 | 15.54 412 | 10.54 410 | 16.25 481 | 4.02 279 | 0.05 131 | 0.40 286 | 0.27 493 | 0.08 264 | 0.34 301 | 0.81 190 |
|
| aanet-new-60k |  | 3.03 116 | 1.86 264 | 11.53 433 | 3.24 88 | 1.22 152 | 6.75 312 | 1.60 197 | 7.41 87 | 2.30 29 | 1.96 61 | 3.99 97 | 2.62 128 | 3.31 159 | 8.96 191 | 1.39 74 | 0.04 95 | 1.10 524 | 0.01 229 | 0.01 132 | 0.07 92 | 1.33 339 |
|
| TransformOpticalFlow |  | 7.95 385 | 2.10 334 | 9.83 351 | 6.06 351 | 1.24 157 | 6.82 313 | 7.98 506 | 18.60 364 | 14.06 322 | 14.93 366 | 28.79 483 | 18.74 466 | 11.03 416 | 12.79 374 | 4.12 286 | 0.06 170 | 0.04 79 | 0.21 472 | 0.04 213 | 0.21 218 | 1.27 327 |
|
| RALCasStereoNet |  | 6.53 320 | 2.84 460 | 8.12 273 | 7.88 490 | 6.12 558 | 6.85 314 | 5.29 423 | 14.66 285 | 13.94 318 | 10.20 275 | 18.18 346 | 10.24 315 | 3.83 180 | 12.33 348 | 5.56 350 | 0.04 95 | 1.88 624 | 0.11 414 | 0.01 132 | 0.26 251 | 2.24 515 |
|
| CRE-IMP |  | 5.83 274 | 1.86 264 | 11.10 420 | 6.20 362 | 0.51 39 | 6.86 315 | 1.64 203 | 12.56 225 | 9.01 242 | 13.16 330 | 16.11 318 | 10.94 324 | 6.14 304 | 12.81 375 | 6.46 389 | 0.50 446 | 0.07 138 | 0.10 393 | 0.00 1 | 0.27 260 | 0.27 46 |
|
| Gwc-CoAtRS |  | 5.80 270 | 1.37 150 | 9.07 305 | 4.80 233 | 1.39 181 | 6.90 316 | 1.27 139 | 16.50 320 | 15.48 340 | 13.07 329 | 13.35 289 | 12.64 356 | 5.61 280 | 9.14 203 | 4.20 290 | 0.04 95 | 0.32 266 | 0.00 1 | 0.29 441 | 0.30 280 | 0.33 61 |
|
| GwcNet-ADL |  | 8.81 415 | 2.00 304 | 10.21 369 | 7.70 480 | 2.82 355 | 6.99 317 | 7.05 483 | 30.58 531 | 26.21 488 | 15.71 385 | 17.65 334 | 13.93 387 | 6.83 338 | 13.90 427 | 11.43 488 | 0.49 442 | 0.76 401 | 0.01 229 | 0.01 132 | 0.55 412 | 1.46 368 |
|
| HH |  | 6.00 293 | 2.42 423 | 9.81 349 | 5.74 328 | 1.64 227 | 7.05 318 | 3.48 360 | 17.54 343 | 7.69 196 | 8.73 258 | 12.47 277 | 14.83 399 | 8.86 381 | 13.04 389 | 2.59 185 | 0.04 95 | 1.21 563 | 0.20 469 | 0.05 231 | 0.30 280 | 2.34 527 |
|
| HanStereo |  | 6.00 293 | 2.42 423 | 9.81 349 | 5.74 328 | 1.64 227 | 7.05 318 | 3.48 360 | 17.54 343 | 7.69 196 | 8.73 258 | 12.47 277 | 14.83 399 | 8.86 381 | 13.04 389 | 2.59 185 | 0.04 95 | 1.21 563 | 0.20 469 | 0.05 231 | 0.30 280 | 2.34 527 |
|
| MM-Stereo_test2 |  | 4.38 216 | 1.62 198 | 7.85 262 | 5.85 340 | 1.12 132 | 7.07 320 | 2.18 286 | 15.22 292 | 8.69 236 | 7.23 241 | 5.26 153 | 4.83 190 | 3.75 174 | 10.87 264 | 2.40 172 | 0.03 74 | 1.04 505 | 0.00 1 | 0.14 310 | 0.41 351 | 2.02 476 |
|
| AIO-Stereo-zeroshot |   | 7.75 380 | 3.47 502 | 14.99 509 | 5.34 286 | 7.99 607 | 7.13 321 | 0.96 112 | 23.20 438 | 10.00 262 | 11.29 292 | 17.31 330 | 18.44 464 | 9.03 387 | 13.19 399 | 5.77 360 | 0.06 170 | 1.01 487 | 0.12 419 | 1.51 612 | 1.49 540 | 2.74 557 |
|
| Zero-FE251 |  | 3.09 122 | 1.71 219 | 6.29 164 | 4.81 234 | 2.16 298 | 7.18 322 | 0.73 93 | 8.50 122 | 3.56 86 | 5.39 204 | 2.58 57 | 5.37 205 | 4.09 191 | 4.80 72 | 1.73 114 | 0.49 442 | 0.81 409 | 0.05 323 | 0.03 192 | 0.03 29 | 1.45 365 |
|
| rvit_0105_5 |  | 8.01 386 | 3.69 514 | 17.73 547 | 10.42 566 | 1.61 220 | 7.29 323 | 6.68 470 | 18.33 355 | 25.98 484 | 10.45 278 | 10.46 244 | 15.53 411 | 11.01 413 | 12.87 379 | 5.37 341 | 0.44 428 | 0.41 293 | 0.00 1 | 0.15 320 | 0.70 462 | 1.08 284 |
|
| ISRNet |  | 12.68 527 | 2.57 441 | 19.05 563 | 13.05 616 | 6.24 563 | 7.30 324 | 2.84 330 | 29.80 522 | 32.13 541 | 23.26 544 | 35.61 579 | 24.75 529 | 16.48 532 | 15.81 472 | 14.55 521 | 0.85 520 | 1.01 487 | 2.29 615 | 0.55 548 | 1.08 516 | 4.43 597 |
|
| LL-Strereo |  | 11.34 497 | 4.25 529 | 13.90 488 | 9.09 526 | 6.20 560 | 7.31 325 | 8.93 520 | 35.93 602 | 30.30 521 | 16.93 418 | 15.83 314 | 21.85 499 | 17.45 548 | 21.92 578 | 10.25 465 | 0.43 425 | 1.47 605 | 0.74 556 | 0.08 264 | 1.15 519 | 2.71 555 |
|
| CrosDoStereo |  | 9.41 430 | 1.65 207 | 8.83 295 | 5.19 272 | 1.13 134 | 7.34 326 | 14.47 602 | 16.33 315 | 24.64 465 | 24.44 557 | 33.36 556 | 13.18 374 | 13.52 475 | 12.56 366 | 9.08 439 | 0.06 170 | 0.11 182 | 0.09 380 | 0.04 213 | 0.41 351 | 1.73 410 |
|
| DeepStereo_LL |  | 9.41 430 | 1.65 207 | 8.83 295 | 5.19 272 | 1.13 134 | 7.34 326 | 14.47 602 | 16.33 315 | 24.64 465 | 24.44 557 | 33.36 556 | 13.18 374 | 13.52 475 | 12.56 366 | 9.08 439 | 0.06 170 | 0.11 182 | 0.09 380 | 0.04 213 | 0.41 351 | 1.73 410 |
|
| SA |  | 8.43 399 | 2.16 360 | 10.02 358 | 8.41 506 | 0.93 108 | 7.36 328 | 2.21 290 | 23.73 445 | 26.15 486 | 13.55 341 | 30.84 516 | 9.89 309 | 10.09 405 | 16.84 500 | 3.52 255 | 0.18 314 | 0.68 376 | 0.17 453 | 0.40 511 | 0.48 383 | 0.92 224 |
|
| 999 |  | 3.74 172 | 1.55 189 | 5.72 129 | 5.15 270 | 2.42 322 | 7.40 329 | 2.13 281 | 10.76 193 | 7.33 192 | 3.20 129 | 5.04 142 | 5.01 193 | 2.26 122 | 12.45 358 | 3.06 226 | 0.06 170 | 0.24 239 | 0.00 1 | 0.00 1 | 0.37 325 | 0.66 154 |
|
| PFNet |  | 8.10 389 | 1.75 232 | 12.34 461 | 7.54 472 | 2.40 321 | 7.41 330 | 5.81 440 | 23.83 447 | 17.85 378 | 20.78 503 | 17.57 333 | 15.22 407 | 7.72 357 | 13.37 409 | 6.46 389 | 0.33 386 | 0.20 221 | 0.12 419 | 0.19 357 | 0.32 287 | 0.77 184 |
|
| iRaft-Stereo_20w |  | 6.75 327 | 2.17 364 | 13.20 479 | 5.07 259 | 2.34 318 | 7.43 331 | 2.61 316 | 20.20 396 | 7.85 210 | 15.28 372 | 10.36 242 | 14.42 394 | 8.13 365 | 16.81 498 | 4.20 290 | 0.06 170 | 0.84 419 | 0.13 427 | 0.83 569 | 0.66 454 | 2.42 536 |
|
| tg |  | 5.41 248 | 2.04 315 | 7.70 251 | 5.40 291 | 1.27 164 | 7.45 332 | 0.49 70 | 18.97 368 | 13.10 304 | 9.51 271 | 14.60 297 | 7.15 251 | 4.05 188 | 10.89 265 | 2.99 218 | 0.02 41 | 0.70 379 | 0.00 1 | 0.00 1 | 0.55 412 | 1.42 360 |
|
| R-Stereo Train |  | 7.33 360 | 1.62 198 | 9.31 325 | 6.80 422 | 2.33 315 | 7.57 333 | 5.36 425 | 24.47 451 | 7.63 194 | 16.40 400 | 33.07 551 | 12.42 353 | 5.52 275 | 8.06 158 | 5.23 336 | 0.05 131 | 0.05 94 | 0.01 229 | 0.00 1 | 0.12 149 | 0.56 130 |
|
| RAFT-Stereo |   | 7.33 360 | 1.62 198 | 9.31 325 | 6.80 422 | 2.33 315 | 7.57 333 | 5.36 425 | 24.47 451 | 7.63 194 | 16.40 400 | 33.07 551 | 12.42 353 | 5.52 275 | 8.06 158 | 5.23 336 | 0.05 131 | 0.05 94 | 0.01 229 | 0.00 1 | 0.12 149 | 0.56 130 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| HLf8 |  | 5.68 260 | 2.39 421 | 9.26 323 | 3.74 137 | 2.89 361 | 7.62 335 | 1.84 255 | 18.29 354 | 17.19 374 | 8.51 253 | 13.97 293 | 6.14 225 | 3.70 172 | 12.49 363 | 4.77 321 | 0.08 217 | 0.01 15 | 0.01 229 | 0.00 1 | 0.21 218 | 0.45 103 |
|
| FTStereo |  | 8.76 412 | 1.57 192 | 6.75 200 | 6.55 391 | 2.45 325 | 7.65 336 | 11.62 575 | 18.36 356 | 9.01 242 | 20.25 488 | 40.79 615 | 15.87 417 | 12.36 454 | 11.02 267 | 4.69 316 | 0.24 352 | 0.01 15 | 0.09 380 | 0.16 329 | 0.19 208 | 5.58 614 |
|
| GCAP-Stereo-DPT-cres |  | 3.02 115 | 1.07 82 | 5.65 126 | 3.42 111 | 4.71 478 | 7.67 337 | 1.62 199 | 8.75 131 | 3.34 78 | 2.70 105 | 5.84 174 | 3.78 162 | 6.58 322 | 3.00 22 | 1.17 45 | 0.01 7 | 0.04 79 | 0.00 1 | 0.06 244 | 0.14 165 | 0.83 196 |
|
| MyStereo06 |  | 6.95 338 | 2.25 381 | 14.05 492 | 6.69 410 | 4.74 480 | 7.75 338 | 9.60 533 | 17.85 349 | 9.03 244 | 13.29 334 | 10.78 256 | 18.68 465 | 5.70 284 | 10.66 256 | 4.52 309 | 0.09 230 | 1.32 578 | 0.02 270 | 0.26 415 | 0.84 496 | 0.92 224 |
|
| MyStereo05 |  | 9.63 441 | 2.25 381 | 10.26 374 | 6.69 410 | 4.74 480 | 7.75 338 | 9.60 533 | 31.51 548 | 41.00 607 | 17.45 432 | 13.02 284 | 10.28 316 | 12.27 453 | 14.74 453 | 7.68 407 | 0.09 230 | 1.32 578 | 0.02 270 | 0.26 415 | 0.84 496 | 0.92 224 |
|
| DCRE |  | 6.73 325 | 2.11 338 | 9.19 319 | 7.76 483 | 4.90 486 | 7.81 340 | 5.86 443 | 16.46 318 | 11.38 281 | 9.61 272 | 22.55 417 | 11.84 342 | 6.35 312 | 11.09 273 | 3.63 261 | 0.04 95 | 1.19 553 | 0.06 340 | 0.37 490 | 0.15 180 | 2.23 512 |
|
| CAS |  | 5.44 251 | 0.98 61 | 3.95 43 | 17.59 643 | 7.74 602 | 7.82 341 | 6.09 448 | 9.89 170 | 9.40 250 | 4.82 183 | 10.69 250 | 1.93 99 | 1.22 65 | 4.54 59 | 2.47 176 | 10.98 667 | 0.02 46 | 0.00 1 | 0.02 175 | 0.53 402 | 8.19 644 |
|
| test-1 |  | 6.03 296 | 1.76 235 | 15.61 520 | 8.01 495 | 1.98 277 | 7.82 341 | 1.16 126 | 13.64 257 | 13.60 315 | 9.69 273 | 15.16 308 | 11.55 332 | 5.45 270 | 7.78 147 | 4.35 301 | 0.16 298 | 1.18 546 | 0.00 1 | 0.13 297 | 0.16 188 | 1.39 351 |
|
| depthmonostereo |  | 4.46 218 | 2.22 374 | 7.17 223 | 4.79 232 | 1.32 172 | 7.84 343 | 1.36 149 | 15.70 302 | 12.86 302 | 5.04 190 | 7.89 209 | 5.04 194 | 6.26 306 | 6.95 119 | 3.25 239 | 0.07 201 | 0.23 234 | 0.12 419 | 0.07 254 | 0.08 105 | 1.06 279 |
|
| UDGNet |  | 10.51 473 | 14.75 640 | 11.91 449 | 10.29 559 | 2.78 353 | 7.93 344 | 1.94 269 | 19.31 379 | 34.57 567 | 17.74 440 | 13.70 291 | 13.56 383 | 7.30 348 | 13.52 412 | 7.18 399 | 5.80 645 | 0.11 182 | 12.86 668 | 2.76 631 | 9.87 649 | 2.34 527 |
|
| 3.75w |  | 2.66 87 | 1.12 94 | 4.96 93 | 2.92 56 | 3.25 387 | 7.95 345 | 1.38 151 | 6.44 48 | 3.16 62 | 3.38 135 | 4.87 130 | 0.33 16 | 2.71 139 | 6.99 121 | 1.28 58 | 0.36 398 | 0.96 450 | 0.00 1 | 0.14 310 | 0.10 126 | 0.89 214 |
|
| TestStereo_HLe17 |  | 5.97 288 | 2.36 413 | 10.51 393 | 3.70 132 | 2.54 331 | 8.00 346 | 2.90 333 | 18.58 363 | 16.64 365 | 9.14 268 | 16.16 319 | 5.62 212 | 4.27 199 | 13.61 421 | 4.17 288 | 0.09 230 | 0.03 65 | 0.02 270 | 0.00 1 | 0.16 188 | 0.81 190 |
|
| tt45 |  | 3.47 156 | 1.65 207 | 5.29 113 | 4.20 187 | 1.93 270 | 8.00 346 | 1.99 274 | 9.99 174 | 4.05 108 | 5.83 212 | 4.57 118 | 4.57 185 | 2.37 129 | 11.40 292 | 2.38 170 | 0.01 7 | 0.14 201 | 0.00 1 | 0.01 132 | 0.40 347 | 0.69 162 |
|
| KYRaft |  | 9.17 429 | 1.39 154 | 7.74 256 | 7.07 443 | 1.03 121 | 8.05 348 | 7.90 505 | 23.72 444 | 9.22 248 | 21.43 520 | 31.08 519 | 22.52 508 | 8.03 362 | 12.21 339 | 3.16 233 | 0.10 247 | 0.02 46 | 0.05 323 | 0.67 560 | 0.46 378 | 17.51 676 |
|
| aanet-new-10k |  | 3.05 119 | 1.69 216 | 11.03 416 | 4.59 219 | 0.93 108 | 8.16 349 | 1.83 254 | 8.82 135 | 2.73 43 | 3.10 125 | 3.11 72 | 2.74 134 | 5.35 266 | 3.49 34 | 1.80 117 | 0.01 7 | 0.47 309 | 0.05 323 | 0.07 254 | 0.14 165 | 0.88 209 |
|
| Lsterematch |  | 6.83 329 | 2.17 364 | 7.77 257 | 4.11 174 | 0.72 66 | 8.20 350 | 1.49 174 | 12.99 231 | 18.49 393 | 16.96 422 | 25.24 444 | 9.52 302 | 5.23 261 | 13.01 385 | 9.36 451 | 0.06 170 | 0.04 79 | 0.00 1 | 0.00 1 | 0.32 287 | 0.95 243 |
|
| FSD |  | | | | | 6.22 561 | 8.24 351 | 12.03 579 | 13.05 233 | 8.40 226 | 8.19 249 | 7.55 200 | 10.42 317 | 7.18 345 | 11.33 289 | 9.08 439 | 5.65 644 | 3.82 660 | 5.53 641 | 4.12 644 | 5.22 619 | |
|
| FlowAnything_test |  | 3.40 145 | 1.63 202 | 7.17 223 | 8.89 523 | 1.37 179 | 8.59 352 | 2.43 304 | 8.27 113 | 4.69 121 | 4.28 159 | 2.68 59 | 3.47 154 | 0.74 40 | 6.21 103 | 5.48 347 | 0.11 255 | 0.04 79 | 0.17 453 | 0.65 559 | 0.17 196 | 0.91 222 |
|
| qqq |  | 7.72 378 | 2.15 355 | 10.06 360 | 5.01 254 | 1.82 258 | 8.62 353 | 7.27 490 | 21.10 410 | 13.53 312 | 12.48 306 | 18.71 353 | 16.17 421 | 12.10 447 | 12.08 330 | 9.26 446 | 0.08 217 | 1.35 586 | 0.02 270 | 0.36 485 | 0.36 319 | 1.93 447 |
|
| test_3 |  | 5.97 288 | 1.26 129 | 9.95 356 | 6.84 424 | 1.45 186 | 8.73 354 | 3.18 344 | 14.26 269 | 19.86 406 | 12.22 302 | 8.91 214 | 13.78 385 | 3.99 185 | 9.38 217 | 2.58 182 | 0.01 7 | 1.10 524 | 0.00 1 | 0.37 490 | 0.30 280 | 1.20 316 |
|
| PMTNet |  | 5.52 254 | 1.11 90 | 4.24 50 | 2.49 18 | 1.38 180 | 8.75 355 | 0.67 85 | 12.64 228 | 12.84 300 | 8.66 256 | 11.27 262 | 6.00 220 | 4.70 236 | 9.91 236 | 3.02 220 | 22.39 682 | 0.01 15 | 0.04 312 | 0.02 175 | 0.06 81 | 0.23 37 |
|
| AIO-test2 |  | 7.31 359 | 2.95 468 | 8.32 282 | 9.20 530 | 5.66 530 | 8.78 356 | 5.13 414 | 26.30 474 | 23.78 454 | 7.04 232 | 20.37 381 | 5.69 214 | 3.51 164 | 10.05 240 | 2.74 197 | 4.35 635 | 0.14 201 | 0.03 294 | 0.62 556 | 0.71 466 | 0.80 189 |
|
| AIO-test1 |  | 6.69 324 | 2.11 338 | 7.06 212 | 10.57 571 | 6.38 571 | 8.85 357 | 1.73 237 | 22.56 428 | 20.92 417 | 7.01 231 | 17.67 335 | 8.06 277 | 4.87 241 | 10.79 263 | 3.39 247 | 0.17 305 | 0.09 160 | 0.00 1 | 0.34 474 | 0.35 307 | 0.86 202 |
|
| G2L-Stereo |  | 10.65 479 | 2.78 455 | 11.19 421 | 7.63 473 | 4.24 443 | 8.87 358 | 9.35 531 | 29.83 523 | 23.03 442 | 19.75 485 | 26.33 458 | 23.15 514 | 12.08 446 | 16.39 484 | 16.43 537 | 0.34 392 | 0.04 79 | 0.09 380 | 0.01 132 | 0.41 351 | 1.05 277 |
|
| GCAP-Stereo-cres-4k |  | 3.00 114 | 1.28 134 | 6.32 165 | 5.04 256 | 2.94 367 | 9.00 359 | 1.69 226 | 8.10 108 | 4.63 120 | 2.27 80 | 5.15 147 | 2.30 117 | 5.01 251 | 3.99 48 | 1.47 94 | 0.01 7 | 0.13 193 | 0.00 1 | 0.02 175 | 0.09 117 | 0.61 144 |
|
| LCNet |  | 7.64 372 | 1.41 157 | 6.15 151 | 6.93 433 | 1.35 173 | 9.00 359 | 5.44 427 | 18.37 357 | 11.30 278 | 16.62 408 | 24.39 435 | 14.67 395 | 11.03 416 | 12.03 327 | 4.01 278 | 0.07 201 | 0.02 46 | 0.23 481 | 2.07 624 | 1.00 511 | 6.69 628 |
|
| Former-RAFT_DAM_RVC |  | 4.91 233 | 3.05 480 | 9.51 336 | 4.55 213 | 3.59 403 | 9.01 361 | 1.46 167 | 14.59 284 | 19.31 403 | 7.65 248 | 7.22 194 | 2.04 105 | 2.21 113 | 10.13 243 | 2.51 177 | 0.12 270 | 0.03 65 | 0.08 369 | 0.00 1 | 0.62 439 | 0.50 118 |
|
| rvit_0105_3 |  | 9.68 442 | 4.32 531 | 19.50 568 | 12.22 609 | 1.90 266 | 9.16 362 | 8.63 515 | 19.21 374 | 30.92 530 | 15.42 375 | 14.72 301 | 18.81 468 | 12.18 449 | 15.98 474 | 7.12 398 | 0.67 491 | 0.42 299 | 0.01 229 | 0.49 533 | 0.56 416 | 1.40 354 |
|
| GMStereo |   | 6.44 310 | 4.92 545 | 12.13 456 | 5.60 303 | 0.87 97 | 9.18 363 | 2.57 315 | 12.99 231 | 25.54 479 | 12.85 322 | 11.84 269 | 5.60 211 | 3.62 170 | 11.92 323 | 6.44 388 | 0.53 450 | 0.02 46 | 0.05 323 | 0.36 485 | 0.98 508 | 0.70 168 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| anonymousdsp2 |  | 6.47 315 | 1.81 248 | 9.73 346 | 5.25 280 | 1.23 153 | 9.35 364 | 3.96 376 | 22.51 425 | 18.39 384 | 12.87 324 | 10.19 238 | 10.17 312 | 4.46 213 | 11.77 313 | 3.83 272 | 0.06 170 | 1.00 481 | 0.31 511 | 0.18 348 | 0.25 237 | 2.06 487 |
|
| SE |  | 5.04 239 | 2.29 390 | 6.85 206 | 5.08 260 | 1.17 140 | 9.80 365 | 4.72 407 | 13.51 254 | 11.32 279 | 10.57 281 | 12.76 282 | 4.87 191 | 5.86 292 | 4.54 59 | 2.18 151 | 2.94 615 | 0.07 138 | 0.27 493 | 0.42 515 | 0.45 372 | 1.12 300 |
|
| RAFT-Test |  | 6.19 303 | 1.47 171 | 7.90 266 | 4.91 248 | 2.70 343 | 9.97 366 | 1.52 182 | 17.08 333 | 9.06 245 | 13.21 331 | 23.67 428 | 12.89 368 | 4.63 229 | 9.47 222 | 3.57 258 | 0.02 41 | 0.81 409 | 0.00 1 | 0.38 500 | 0.21 218 | 0.39 84 |
|
| GMM-Stereo |  | 8.44 400 | 1.27 132 | 7.36 241 | 6.64 405 | 2.56 336 | 10.00 367 | 9.29 530 | 23.79 446 | 11.33 280 | 17.96 448 | 29.59 496 | 17.14 435 | 7.59 353 | 11.77 313 | 4.61 313 | 0.13 278 | 0.01 15 | 0.24 485 | 0.94 578 | 0.49 392 | 6.14 621 |
|
| ACRE |  | 7.62 371 | 3.21 486 | 14.93 508 | 7.81 485 | 5.00 493 | 10.01 368 | 4.45 394 | 16.32 314 | 15.86 344 | 17.81 441 | 19.21 357 | 8.38 281 | 4.25 196 | 11.11 274 | 10.58 473 | 0.78 509 | 0.32 266 | 0.03 294 | 0.15 320 | 0.44 366 | 1.84 428 |
|
| aanet-new |  | 3.41 148 | 1.67 212 | 7.04 210 | 4.37 206 | 2.94 367 | 10.02 369 | 1.74 240 | 8.16 111 | 3.19 67 | 2.14 69 | 5.19 149 | 2.32 118 | 7.49 350 | 9.44 221 | 1.43 90 | 0.02 41 | 0.08 149 | 0.00 1 | 0.01 132 | 0.08 105 | 0.92 224 |
|
| DeepPruner_ROB |  | 11.28 493 | 5.83 562 | 15.23 511 | 6.93 433 | 4.50 464 | 10.08 370 | 6.62 467 | 36.65 614 | 20.17 410 | 18.12 452 | 27.95 473 | 23.10 511 | 13.43 474 | 20.08 545 | 11.90 492 | 1.16 568 | 0.51 321 | 0.23 481 | 0.17 334 | 1.11 518 | 1.91 445 |
|
| AE-Stereo |  | 5.68 260 | 1.78 239 | 9.22 322 | 9.25 531 | 2.52 328 | 10.13 371 | 2.92 334 | 13.10 234 | 14.88 333 | 4.88 185 | 13.10 285 | 10.72 321 | 4.43 209 | 9.24 208 | 3.37 245 | 0.10 247 | 1.31 577 | 0.06 340 | 0.32 459 | 0.21 218 | 2.03 480 |
|
| Any-RAFT |  | 6.28 305 | 1.42 159 | 4.91 88 | 5.00 253 | 1.25 160 | 10.18 372 | 1.90 266 | 22.68 429 | 15.87 345 | 12.12 301 | 19.23 359 | 13.69 384 | 4.65 231 | 9.35 214 | 2.36 166 | 0.06 170 | 0.57 343 | 0.00 1 | 0.00 1 | 0.05 68 | 0.35 66 |
|
| CIPLG |  | 7.69 375 | 3.27 490 | 14.40 496 | 7.84 487 | 5.08 497 | 10.24 373 | 4.59 400 | 16.02 307 | 15.45 338 | 18.05 451 | 19.72 366 | 8.79 289 | 4.61 224 | 11.84 319 | 10.40 469 | 0.76 502 | 0.33 272 | 0.03 294 | 0.15 320 | 0.44 366 | 1.83 427 |
|
| IPLGR_C |  | 7.70 376 | 3.32 493 | 14.54 498 | 7.98 493 | 5.04 495 | 10.26 374 | 4.64 404 | 16.50 320 | 16.28 355 | 17.97 449 | 18.85 355 | 8.30 280 | 4.66 233 | 11.22 279 | 10.89 482 | 0.77 505 | 0.32 266 | 0.03 294 | 0.15 320 | 0.43 363 | 1.84 428 |
|
| GrayStereo |  | 9.02 423 | 1.35 148 | 7.73 255 | 8.62 513 | 2.88 360 | 10.28 375 | 10.99 561 | 18.66 365 | 16.36 359 | 22.78 538 | 30.63 512 | 17.56 448 | 12.19 450 | 11.50 303 | 5.08 329 | 0.09 230 | 0.02 46 | 0.19 464 | 0.78 568 | 0.33 294 | 2.37 531 |
|
| dd |  | 8.57 406 | 5.20 549 | 13.37 480 | 6.91 430 | 1.05 124 | 10.30 376 | 3.89 374 | 17.29 339 | 34.00 560 | 15.73 386 | 17.50 332 | 7.45 261 | 6.60 323 | 15.00 461 | 10.99 483 | 1.39 579 | 0.41 293 | 0.18 458 | 0.46 523 | 2.25 568 | 1.40 354 |
|
| IPLGR |  | 7.48 363 | 1.61 195 | 14.03 491 | 4.92 249 | 1.30 171 | 10.30 376 | 1.20 130 | 24.52 454 | 22.59 439 | 16.71 414 | 18.84 354 | 8.44 284 | 7.49 350 | 9.62 227 | 6.34 384 | 0.26 364 | 0.05 94 | 0.05 323 | 0.06 244 | 0.37 325 | 0.93 231 |
|
| tt1 |  | 5.74 265 | 2.52 435 | 6.54 190 | 6.89 428 | 0.86 96 | 10.31 378 | 4.08 382 | 19.77 387 | 16.80 368 | 7.17 236 | 9.02 215 | 4.71 187 | 8.97 384 | 11.11 274 | 2.34 162 | 0.05 131 | 1.17 542 | 0.00 1 | 0.04 213 | 0.29 274 | 2.07 489 |
|
| model_zeroshot |  | 5.85 276 | 1.91 280 | 10.98 414 | 6.34 376 | 2.55 333 | 10.42 379 | 2.38 300 | 17.38 341 | 9.39 249 | 14.72 362 | 10.36 242 | 11.21 327 | 2.93 145 | 8.95 190 | 3.57 258 | 0.14 282 | 1.01 487 | 0.15 440 | 0.38 500 | 0.08 105 | 2.15 505 |
|
| PSMNet-RSSM |  | 10.31 464 | 2.47 429 | 7.79 258 | 7.85 488 | 4.38 455 | 10.47 380 | 6.67 468 | 29.67 518 | 22.25 435 | 16.62 408 | 33.75 562 | 23.30 515 | 14.58 500 | 13.91 428 | 10.56 471 | 0.23 347 | 0.09 160 | 0.07 361 | 0.24 394 | 0.87 499 | 0.48 112 |
|
| ACVNet-DCA |  | 5.76 267 | 2.52 435 | 6.38 170 | 6.77 418 | 0.74 69 | 10.55 381 | 5.19 416 | 21.10 410 | 13.53 312 | 7.39 243 | 10.06 230 | 4.44 179 | 9.58 395 | 11.08 270 | 2.33 159 | 0.05 131 | 1.18 546 | 0.00 1 | 0.04 213 | 0.37 325 | 1.93 447 |
|
| xx1 |  | 6.52 319 | 2.52 435 | 6.38 170 | 6.77 418 | 0.74 69 | 10.55 381 | 5.19 416 | 19.19 372 | 15.95 347 | 7.39 243 | 10.07 236 | 16.17 421 | 12.10 447 | 11.08 270 | 2.33 159 | 0.05 131 | 1.18 546 | 0.02 270 | 0.36 485 | 0.37 325 | 1.93 447 |
|
| 1test111 |  | 6.16 302 | 2.52 435 | 6.38 170 | 6.77 418 | 0.74 69 | 10.55 381 | 5.19 416 | 21.10 410 | 13.53 312 | 7.39 243 | 10.06 230 | 4.44 179 | 9.58 395 | 12.08 330 | 9.26 446 | 0.05 131 | 1.18 546 | 0.00 1 | 0.04 213 | 0.37 325 | 1.93 447 |
|
| cc1 |  | 5.79 269 | 2.52 435 | 6.38 170 | 6.77 418 | 0.74 69 | 10.55 381 | 5.19 416 | 19.19 372 | 15.95 347 | 7.39 243 | 10.06 230 | 4.44 179 | 9.58 395 | 11.08 270 | 2.33 159 | 0.05 131 | 1.18 546 | 0.00 1 | 0.04 213 | 0.34 301 | 2.04 482 |
|
| WQFJX1 |  | 4.94 234 | 1.37 150 | 6.21 154 | 4.32 202 | 5.86 544 | 10.61 385 | 3.86 372 | 11.43 209 | 12.12 291 | 6.12 218 | 5.13 144 | 5.73 215 | 5.08 253 | 13.20 400 | 7.03 397 | 0.01 7 | 0.06 123 | 0.01 229 | 0.00 1 | 0.17 196 | 0.57 137 |
|
| 111 |  | 7.73 379 | 2.39 421 | 9.12 310 | 4.17 179 | 0.47 33 | 10.65 386 | 3.49 363 | 21.34 416 | 28.25 508 | 10.60 282 | 16.85 327 | 14.74 398 | 10.22 408 | 12.48 361 | 6.61 393 | 0.43 425 | 0.01 15 | 0.00 1 | 0.00 1 | 0.35 307 | 2.39 535 |
|
| HCRNet |  | 9.13 427 | 1.82 256 | 8.73 292 | 14.95 632 | 5.22 506 | 10.66 387 | 2.49 308 | 26.57 479 | 18.64 395 | 16.31 396 | 25.51 446 | 18.42 463 | 11.15 421 | 13.53 413 | 7.25 402 | 0.10 247 | 0.04 79 | 0.10 393 | 0.02 175 | 0.27 260 | 0.76 182 |
|
| PStereo |  | 12.31 513 | 21.56 663 | 5.58 124 | 4.36 204 | 1.26 162 | 10.70 388 | 8.09 510 | 17.21 335 | 37.98 591 | 12.24 303 | 1.65 44 | 11.82 340 | 11.01 413 | 24.87 597 | 34.94 650 | 11.80 671 | 1.85 622 | 1.50 601 | 0.88 577 | 15.91 669 | 11.01 665 |
|
| LG-G_1 |  | 2.39 61 | 0.79 26 | 4.63 71 | 3.83 147 | 0.64 59 | 10.74 389 | 0.58 80 | 7.00 73 | 1.89 17 | 1.72 44 | 1.33 36 | 1.33 64 | 2.10 110 | 8.16 163 | 1.40 77 | 0.05 131 | 0.66 367 | 0.00 1 | 0.00 1 | 0.06 81 | 0.94 238 |
|
| LG-G |  | 2.39 61 | 0.79 26 | 4.63 71 | 3.83 147 | 0.64 59 | 10.74 389 | 0.58 80 | 7.00 73 | 1.89 17 | 1.72 44 | 1.33 36 | 1.33 64 | 2.10 110 | 8.16 163 | 1.40 77 | 0.05 131 | 0.66 367 | 0.00 1 | 0.00 1 | 0.06 81 | 0.94 238 |
|
| Hybrid-DGEV-2 |  | 8.65 408 | 3.04 479 | 9.44 333 | 8.90 525 | 1.18 144 | 10.81 391 | 1.04 118 | 31.56 549 | 27.89 506 | 13.79 348 | 17.07 329 | 12.07 348 | 16.60 533 | 12.30 346 | 5.66 357 | 0.07 201 | 0.10 172 | 0.00 1 | 0.05 231 | 0.29 274 | 1.17 308 |
|
| NLCSM |  | 5.30 245 | 1.73 229 | 6.44 178 | 6.09 353 | 5.89 545 | 10.87 392 | 3.96 376 | 11.80 216 | 10.57 269 | 8.70 257 | 5.42 156 | 4.53 184 | 6.51 318 | 13.97 429 | 7.90 413 | 0.33 386 | 0.08 149 | 0.00 1 | 0.01 132 | 0.29 274 | 0.94 238 |
|
| Weightmod |  | 5.17 243 | 2.31 399 | 6.23 158 | 3.37 106 | 3.35 390 | 10.91 393 | 1.70 231 | 12.43 223 | 10.24 264 | 8.53 254 | 10.63 249 | 9.35 296 | 6.37 313 | 10.26 248 | 4.06 282 | 1.40 580 | 0.29 258 | 0.06 340 | 0.03 192 | 0.66 454 | 1.29 332 |
|
| DilatedVolume-Stereo |   | 4.62 223 | 1.66 210 | 6.95 208 | 4.21 188 | 1.86 263 | 10.94 394 | 0.99 114 | 12.18 221 | 6.28 172 | 12.65 309 | 10.00 229 | 5.44 206 | 3.80 177 | 10.06 241 | 3.61 260 | 0.13 278 | 0.49 314 | 0.09 380 | 0.28 434 | 0.09 117 | 0.68 159 |
|
| IPLG |  | 7.65 373 | 2.00 304 | 13.81 486 | 5.86 341 | 4.35 452 | 10.97 395 | 1.43 157 | 22.52 426 | 16.50 360 | 19.78 486 | 20.62 384 | 5.28 202 | 5.49 273 | 12.58 368 | 9.70 459 | 0.13 278 | 0.06 123 | 0.03 294 | 0.07 254 | 0.41 351 | 1.38 349 |
|
| FENet |  | 8.22 394 | 1.39 154 | 7.33 238 | 6.43 385 | 2.17 301 | 10.97 395 | 2.20 288 | 22.10 422 | 21.26 418 | 17.85 444 | 23.22 425 | 14.29 389 | 11.50 430 | 13.56 416 | 8.32 423 | 0.29 375 | 0.24 239 | 0.03 294 | 0.03 192 | 0.18 204 | 1.04 274 |
|
| DMCA |  | 8.96 421 | 2.60 445 | 11.84 446 | 5.61 304 | 4.25 444 | 11.09 397 | 4.36 392 | 25.89 464 | 20.23 411 | 17.10 425 | 20.96 389 | 17.55 447 | 11.92 445 | 11.47 296 | 12.27 500 | 0.60 472 | 0.09 160 | 0.35 517 | 0.05 231 | 0.48 383 | 0.57 137 |
|
| Hybrid-DGEV-03 |  | 7.24 352 | 2.18 367 | 6.74 199 | 6.57 394 | 1.24 157 | 11.30 398 | 2.51 309 | 14.66 285 | 14.85 332 | 16.91 417 | 29.69 498 | 13.87 386 | 5.80 285 | 11.32 287 | 4.52 309 | 0.03 74 | 0.49 314 | 0.13 427 | 0.00 1 | 0.41 351 | 1.63 396 |
|
| FADNet_RVC |  | 12.44 520 | 6.19 570 | 40.86 641 | 7.04 438 | 3.69 406 | 11.30 398 | 4.17 384 | 29.67 518 | 27.67 501 | 18.20 454 | 26.04 450 | 13.47 380 | 17.15 539 | 16.85 501 | 14.95 523 | 0.99 544 | 0.75 395 | 0.60 543 | 1.32 606 | 4.18 607 | 3.62 585 |
|
| MIPNet |  | 7.26 353 | 2.30 394 | 13.74 485 | 5.32 285 | 1.61 220 | 11.32 400 | 2.77 328 | 27.02 484 | 18.47 389 | 15.56 383 | 13.20 286 | 7.01 247 | 9.46 394 | 8.84 184 | 6.32 382 | 0.15 293 | 0.03 65 | 0.06 340 | 0.08 264 | 0.42 359 | 1.39 351 |
|
| DFGA-Net |  | 9.58 436 | 4.57 535 | 19.91 573 | 6.37 378 | 4.05 429 | 11.38 401 | 2.98 338 | 26.08 467 | 29.76 518 | 17.13 426 | 19.22 358 | 9.43 300 | 7.17 344 | 16.49 489 | 13.39 513 | 0.13 278 | 0.00 1 | 0.06 340 | 0.13 297 | 1.89 556 | 1.46 368 |
|
| MyStereo8 |  | 7.68 374 | 3.00 472 | 12.46 464 | 7.70 480 | 5.11 499 | 11.40 402 | 1.39 154 | 15.98 306 | 10.05 263 | 16.45 402 | 24.04 431 | 12.01 346 | 7.91 360 | 10.68 258 | 10.57 472 | 0.14 282 | 1.52 610 | 0.08 369 | 0.48 530 | 0.60 434 | 1.98 460 |
|
| RAFT-RH_RVC |  | 7.88 384 | 1.51 185 | 7.72 254 | 5.41 292 | 0.96 114 | 11.41 403 | 1.48 173 | 13.43 252 | 15.04 334 | 17.54 436 | 45.66 644 | 10.86 323 | 6.42 316 | 13.48 410 | 5.26 338 | 0.81 514 | 0.04 79 | 0.12 419 | 0.13 297 | 0.12 149 | 0.17 31 |
|
| DEmStereo |  | 9.07 424 | 1.70 218 | 10.89 409 | 4.86 237 | 1.23 153 | 11.51 404 | 5.70 433 | 14.24 268 | 27.02 495 | 22.33 534 | 32.56 546 | 11.70 336 | 15.04 506 | 11.83 317 | 8.53 429 | 0.31 379 | 0.16 208 | 0.02 270 | 0.09 272 | 0.11 141 | 1.47 372 |
|
| riskmin |  | 7.28 358 | 1.54 187 | 8.37 283 | 5.01 254 | 3.24 386 | 11.65 405 | 3.20 345 | 16.61 325 | 18.86 398 | 10.45 278 | 13.46 290 | 16.20 423 | 12.68 461 | 12.46 360 | 6.57 391 | 0.17 305 | 1.38 590 | 0.14 435 | 0.33 469 | 0.67 457 | 2.52 547 |
|
| x |  | 7.70 376 | 2.12 342 | 8.93 300 | 5.08 260 | 2.55 333 | 11.65 405 | 4.40 393 | 20.91 407 | 12.53 294 | 13.58 342 | 20.49 382 | 15.73 416 | 11.10 418 | 10.65 255 | 10.16 463 | 0.11 255 | 1.37 588 | 0.04 312 | 0.29 441 | 0.34 301 | 1.95 456 |
|
| AACVNet |  | 11.24 492 | 3.71 515 | 11.56 436 | 9.45 535 | 3.35 390 | 11.67 407 | 4.88 412 | 23.23 440 | 14.00 320 | 28.19 596 | 29.90 501 | 30.39 577 | 18.03 553 | 20.04 544 | 13.22 511 | 0.50 446 | 0.21 229 | 0.23 481 | 0.07 254 | 0.75 477 | 1.52 385 |
|
| xyz-stereo-finetune |  | 5.68 260 | 2.00 304 | 6.56 192 | 3.16 78 | 0.33 9 | 11.80 408 | 3.99 379 | 13.58 255 | 21.58 425 | 8.92 264 | 12.57 279 | 6.12 222 | 3.72 173 | 12.06 328 | 6.59 392 | 0.07 201 | 0.02 46 | 0.00 1 | 0.02 175 | 0.19 208 | 0.25 42 |
|
| TestStereo_HL3 |  | 7.26 353 | 1.61 195 | 11.64 438 | 4.14 176 | 2.10 285 | 11.84 409 | 5.81 440 | 14.32 270 | 8.93 241 | 13.77 347 | 33.87 564 | 12.38 351 | 9.80 401 | 11.51 305 | 2.94 215 | 0.15 293 | 0.05 94 | 0.02 270 | 0.01 132 | 0.11 141 | 0.27 46 |
|
| STrans-v2 |  | 8.16 393 | 2.09 331 | 9.79 348 | 5.44 293 | 1.53 210 | 11.87 410 | 9.69 539 | 19.77 387 | 13.20 309 | 14.01 351 | 25.80 448 | 17.88 454 | 12.55 458 | 13.30 407 | 4.39 304 | 0.06 170 | 0.01 15 | 0.18 458 | 0.01 132 | 0.25 237 | 1.31 336 |
|
| DispNO |  | 9.82 444 | 2.57 441 | 17.77 549 | 6.22 363 | 5.73 532 | 11.89 411 | 4.77 408 | 25.54 461 | 21.70 428 | 17.56 437 | 21.28 393 | 18.01 455 | 13.83 486 | 17.46 512 | 9.91 461 | 0.35 394 | 0.16 208 | 0.03 294 | 0.12 292 | 0.51 397 | 1.05 277 |
|
| U |  | 3.84 180 | 0.81 32 | 6.63 195 | 4.40 207 | 11.89 647 | 11.98 412 | 0.20 44 | 8.42 119 | 5.78 150 | 1.97 62 | 2.73 62 | 0.77 45 | 1.59 85 | 2.60 10 | 0.98 20 | 0.04 95 | 0.04 79 | 10.46 663 | 5.41 653 | 0.05 68 | 0.14 24 |
|
| DCVSM-stereo |  | 10.23 459 | 2.16 360 | 12.54 468 | 6.23 364 | 3.65 405 | 12.01 413 | 3.56 364 | 19.41 380 | 23.18 443 | 24.08 554 | 19.88 369 | 29.55 566 | 18.82 560 | 14.49 443 | 10.42 470 | 0.25 360 | 1.17 542 | 0.28 501 | 0.06 244 | 0.82 492 | 2.07 489 |
|
| G2L-ROB |  | 9.96 448 | 2.29 390 | 9.59 340 | 6.06 351 | 4.08 432 | 12.02 414 | 7.60 499 | 29.90 524 | 18.79 397 | 20.31 495 | 22.15 416 | 22.44 506 | 13.11 470 | 17.47 513 | 12.03 493 | 0.03 74 | 0.01 15 | 0.01 229 | 0.02 175 | 0.27 260 | 1.07 282 |
|
| NLMM1 |  | 5.47 252 | 1.61 195 | 7.10 218 | 4.06 167 | 5.50 519 | 12.13 415 | 3.20 345 | 13.17 236 | 16.77 367 | 7.43 247 | 8.61 211 | 5.16 197 | 4.51 217 | 12.35 352 | 6.39 386 | 0.02 41 | 0.12 191 | 0.00 1 | 0.00 1 | 0.12 149 | 1.10 290 |
|
| G2L-Stereo_test |  | 11.01 485 | 2.34 405 | 9.34 327 | 5.12 268 | 4.31 450 | 12.30 416 | 13.21 592 | 33.14 572 | 23.33 449 | 23.77 551 | 25.10 441 | 21.80 498 | 13.91 490 | 16.39 484 | 14.37 517 | 0.09 230 | 0.06 123 | 0.01 229 | 0.02 175 | 0.38 337 | 1.16 305 |
|
| GMStereo_Zeroshot |   | 11.32 495 | 8.59 601 | 21.66 586 | 10.06 550 | 2.53 330 | 12.38 417 | 1.43 157 | 21.36 417 | 21.50 423 | 23.48 546 | 35.74 580 | 24.85 530 | 6.12 303 | 20.48 552 | 8.28 422 | 0.83 517 | 0.02 46 | 0.25 488 | 0.01 132 | 6.33 629 | 0.53 123 |
|
| ffm |  | 8.89 418 | 2.34 405 | 12.99 474 | 6.28 369 | 3.81 413 | 12.43 418 | 7.47 495 | 19.77 387 | 16.80 368 | 16.64 410 | 32.03 536 | 17.29 437 | 11.78 439 | 11.11 274 | 2.34 162 | 0.05 131 | 1.17 542 | 0.80 561 | 0.37 490 | 0.29 274 | 2.07 489 |
|
| ff1 |  | 10.31 464 | 2.34 405 | 12.99 474 | 6.28 369 | 3.81 413 | 12.43 418 | 7.47 495 | 19.77 387 | 16.80 368 | 16.64 410 | 32.03 536 | 17.29 437 | 11.78 439 | 17.54 514 | 24.30 592 | 0.05 131 | 1.17 542 | 0.80 561 | 0.37 490 | 0.29 274 | 2.07 489 |
|
| mmx |  | 11.59 504 | 2.34 405 | 12.99 474 | 6.28 369 | 3.81 413 | 12.43 418 | 7.47 495 | 32.76 564 | 28.92 512 | 16.64 410 | 32.03 536 | 17.29 437 | 11.78 439 | 17.54 514 | 24.30 592 | 0.24 352 | 1.21 563 | 0.80 561 | 0.37 490 | 0.65 449 | 1.89 441 |
|
| xxx |   | 11.59 504 | 2.34 405 | 12.99 474 | 6.28 369 | 3.81 413 | 12.43 418 | 7.47 495 | 32.75 563 | 28.92 512 | 16.64 410 | 32.03 536 | 17.29 437 | 11.78 439 | 17.54 514 | 24.30 592 | 0.24 352 | 1.21 563 | 0.80 561 | 0.37 490 | 0.65 449 | 1.89 441 |
|
| CCAANet |  | 10.18 457 | 2.14 353 | 10.38 382 | 6.98 436 | 5.10 498 | 12.55 422 | 3.67 365 | 29.07 509 | 23.28 445 | 16.04 394 | 36.99 587 | 18.39 462 | 11.10 418 | 17.34 508 | 9.39 453 | 0.21 338 | 0.04 79 | 0.27 493 | 0.02 175 | 0.35 307 | 0.23 37 |
|
| ARAFT |  | 8.86 417 | 3.86 518 | 17.37 543 | 5.96 346 | 0.94 112 | 12.59 423 | 10.80 557 | 18.20 352 | 19.95 407 | 18.77 466 | 16.27 322 | 17.78 451 | 8.88 383 | 18.82 534 | 5.30 339 | 0.35 394 | 0.04 79 | 0.00 1 | 0.00 1 | 0.62 439 | 0.64 148 |
|
| GwcNet-RSSM |  | 11.34 497 | 2.72 453 | 10.26 374 | 7.24 456 | 5.38 511 | 12.67 424 | 6.70 471 | 26.70 481 | 31.93 539 | 17.56 437 | 34.45 572 | 24.37 526 | 15.77 518 | 13.70 422 | 15.31 525 | 0.19 327 | 0.20 221 | 0.14 435 | 0.05 231 | 0.81 489 | 0.64 148 |
|
| DEFOM-Stereo |  | 2.43 67 | 1.22 121 | 4.56 70 | 3.89 150 | 1.05 124 | 12.70 425 | 0.80 100 | 5.07 13 | 2.70 42 | 3.02 121 | 1.81 46 | 0.61 34 | 0.54 29 | 8.77 182 | 1.01 27 | 0.02 41 | 0.01 15 | 0.00 1 | 0.00 1 | 0.03 29 | 0.69 162 |
|
| PSM-AAD |  | 8.76 412 | 1.41 157 | 6.46 182 | 6.87 427 | 1.18 144 | 12.78 426 | 9.66 538 | 20.03 391 | 15.78 343 | 21.79 525 | 24.91 437 | 14.31 390 | 13.16 471 | 12.42 357 | 4.07 284 | 0.05 131 | 0.06 123 | 2.44 621 | 0.16 329 | 0.45 372 | 7.17 635 |
|
| DRaft |  | 9.41 430 | 1.56 191 | 10.09 362 | 4.18 183 | 0.92 103 | 12.87 427 | 5.68 432 | 17.40 342 | 29.75 517 | 21.24 516 | 38.12 598 | 9.96 311 | 13.97 492 | 11.81 316 | 8.08 417 | 0.66 488 | 0.30 263 | 0.07 361 | 0.26 415 | 0.33 294 | 0.88 209 |
|
| GANet-ADL |  | 8.73 411 | 2.80 456 | 9.48 335 | 7.87 489 | 2.77 352 | 12.88 428 | 5.29 423 | 29.97 525 | 25.61 480 | 14.50 357 | 16.64 325 | 17.02 433 | 7.60 354 | 11.61 309 | 8.01 416 | 0.51 449 | 0.40 286 | 0.10 393 | 0.12 292 | 0.77 480 | 0.70 168 |
|
| cf-r |  | 10.67 480 | 2.34 405 | 9.77 347 | 6.17 359 | 5.79 536 | 12.94 429 | 5.14 415 | 25.21 460 | 27.86 504 | 17.84 443 | 32.03 536 | 25.81 543 | 15.91 520 | 12.22 340 | 12.56 507 | 0.17 305 | 0.19 220 | 0.05 323 | 0.06 244 | 0.59 428 | 0.72 172 |
|
| NLMM |  | 4.84 229 | 1.42 159 | 5.91 138 | 3.70 132 | 5.90 546 | 12.99 430 | 1.54 185 | 13.23 239 | 10.88 274 | 5.24 198 | 5.65 168 | 6.12 222 | 4.95 246 | 10.13 243 | 7.77 410 | 0.08 217 | 0.07 138 | 0.00 1 | 0.00 1 | 0.10 126 | 1.15 302 |
|
| WQFJA1 |  | 4.85 230 | 1.42 159 | 5.91 138 | 3.70 132 | 5.90 546 | 13.00 431 | 1.54 185 | 13.22 238 | 10.90 275 | 5.24 198 | 5.65 168 | 6.12 222 | 4.94 245 | 10.31 250 | 7.77 410 | 0.08 217 | 0.07 138 | 0.00 1 | 0.00 1 | 0.10 126 | 1.15 302 |
|
| GES |  | 9.01 422 | 2.61 449 | 12.88 470 | 6.76 416 | 2.02 279 | 13.08 432 | 6.33 458 | 22.23 424 | 22.21 434 | 19.80 487 | 26.73 462 | 8.97 291 | 11.01 413 | 14.41 439 | 8.35 426 | 0.54 456 | 0.10 172 | 0.30 510 | 0.15 320 | 0.82 492 | 0.99 259 |
|
| DIP-Stereo |  | 6.99 345 | 2.37 414 | 11.45 427 | 4.78 230 | 1.70 238 | 13.13 433 | 1.47 169 | 15.76 303 | 7.43 193 | 14.57 360 | 26.61 461 | 10.76 322 | 5.10 254 | 14.97 460 | 8.10 418 | 0.06 170 | 0.06 123 | 0.06 340 | 0.00 1 | 0.17 196 | 1.22 318 |
| Zihua Zheng, Ni Nie, Zhi Ling, Pengfei Xiong, Jiangyu Liu, Hao Wang, Jiankun Li: DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow. cvpr2022 |
| RAFT + AFF |  | 10.71 481 | 4.59 537 | 18.51 556 | 10.52 567 | 5.02 494 | 13.14 434 | 11.12 564 | 26.24 471 | 27.48 499 | 15.09 368 | 16.07 317 | 19.83 480 | 11.23 424 | 17.09 505 | 10.38 467 | 0.45 432 | 1.45 602 | 0.65 550 | 0.23 384 | 2.31 571 | 2.74 557 |
|
| ACVNet |  | 10.83 483 | 2.25 381 | 7.10 218 | 6.43 385 | 3.02 374 | 13.17 435 | 3.75 368 | 22.83 433 | 35.15 573 | 15.81 388 | 30.67 513 | 24.65 527 | 15.77 518 | 16.47 487 | 18.13 550 | 0.16 298 | 0.01 15 | 0.06 340 | 0.07 254 | 0.65 449 | 0.43 97 |
|
| GANet-RSSM |  | 10.17 456 | 2.02 310 | 8.21 275 | 7.09 445 | 5.57 525 | 13.17 435 | 7.29 491 | 27.27 488 | 19.65 405 | 15.81 388 | 28.83 485 | 26.18 547 | 16.33 526 | 14.58 447 | 9.28 450 | 0.25 360 | 0.27 249 | 0.16 450 | 0.04 213 | 0.65 449 | 0.72 172 |
|
| ITSA-stereo |  | 11.88 507 | 2.48 432 | 11.96 452 | 6.54 390 | 1.92 268 | 13.33 437 | 4.81 410 | 37.17 620 | 49.04 642 | 18.70 463 | 18.52 352 | 21.69 497 | 12.63 460 | 16.77 497 | 15.60 530 | 0.53 450 | 0.40 286 | 0.32 513 | 0.33 469 | 1.07 515 | 3.89 593 |
|
| IER |  | 10.32 467 | 2.06 324 | 11.88 448 | 4.95 250 | 5.34 509 | 13.34 438 | 6.11 449 | 27.47 490 | 23.59 452 | 20.37 497 | 30.03 502 | 16.50 426 | 20.42 579 | 14.24 432 | 8.81 433 | 0.16 298 | 0.03 65 | 0.18 458 | 0.10 281 | 0.27 260 | 0.56 130 |
|
| NLSM1 |  | 5.13 242 | 1.43 167 | 6.34 169 | 4.67 224 | 5.73 532 | 13.35 439 | 1.37 150 | 15.17 291 | 10.96 276 | 5.43 207 | 10.97 258 | 4.39 176 | 4.65 231 | 11.31 286 | 5.75 358 | 0.01 7 | 0.05 94 | 0.01 229 | 0.00 1 | 0.11 141 | 0.92 224 |
|
| HITNet |  | 8.41 398 | 3.59 511 | 9.91 355 | 5.30 283 | 1.52 209 | 13.35 439 | 4.48 395 | 22.00 420 | 16.06 350 | 15.52 381 | 22.95 423 | 15.28 408 | 11.74 438 | 14.91 459 | 9.25 445 | 0.10 247 | 0.01 15 | 0.48 530 | 0.06 244 | 0.58 421 | 1.04 274 |
| 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 |
| HBP-ISP |  | 13.07 536 | 8.80 603 | 8.99 302 | 8.11 500 | 4.55 468 | 13.48 441 | 6.60 466 | 29.09 511 | 30.50 523 | 21.33 517 | 36.14 581 | 16.62 427 | 19.42 571 | 20.92 563 | 12.81 509 | 3.63 627 | 2.61 643 | 7.18 654 | 4.12 644 | 3.74 602 | 2.69 554 |
|
| RAFT |  | 9.07 424 | 2.76 454 | 10.38 382 | 8.89 523 | 1.24 157 | 13.48 441 | 8.19 514 | 17.14 334 | 17.29 375 | 23.01 541 | 19.34 364 | 20.06 483 | 11.13 420 | 17.79 521 | 6.43 387 | 0.09 230 | 1.12 531 | 0.28 501 | 0.02 175 | 0.79 484 | 1.94 454 |
|
| 11t1 |  | 6.61 321 | 1.76 235 | 9.64 343 | 5.62 306 | 2.15 296 | 13.57 443 | 2.67 319 | 15.77 304 | 8.83 238 | 13.66 343 | 11.90 272 | 12.03 347 | 9.76 400 | 12.23 341 | 8.58 431 | 0.23 347 | 1.33 582 | 0.00 1 | 0.31 457 | 0.26 251 | 1.95 456 |
|
| WQFJX |  | 4.98 237 | 1.47 171 | 5.90 137 | 3.54 121 | 5.81 539 | 13.76 444 | 1.87 260 | 12.60 227 | 10.77 272 | 6.11 217 | 5.62 167 | 5.65 213 | 5.86 292 | 12.29 345 | 6.99 396 | 0.04 95 | 0.10 172 | 0.00 1 | 0.00 1 | 0.14 165 | 1.15 302 |
|
| DMCA-RVC |   | 12.06 511 | 4.35 532 | 14.21 495 | 10.52 567 | 4.86 484 | 13.84 445 | 4.33 389 | 25.20 458 | 24.13 458 | 20.56 501 | 29.22 489 | 26.65 552 | 25.85 609 | 17.02 503 | 16.34 535 | 0.41 417 | 0.35 276 | 0.55 539 | 0.24 394 | 0.83 495 | 1.81 421 |
|
| ICVP |  | 10.54 477 | 2.11 338 | 7.49 243 | 9.62 540 | 3.41 395 | 13.85 446 | 6.34 459 | 26.81 482 | 23.24 444 | 16.90 416 | 31.76 532 | 27.31 559 | 12.81 463 | 12.18 337 | 12.47 505 | 1.59 585 | 0.58 348 | 0.19 464 | 0.13 297 | 0.63 443 | 1.45 365 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| BEATNet_4x |  | 10.11 455 | 5.82 561 | 14.80 502 | 6.14 356 | 1.55 211 | 13.87 447 | 5.98 447 | 26.24 471 | 18.35 383 | 16.53 404 | 25.41 445 | 18.01 455 | 13.78 485 | 18.01 522 | 12.39 501 | 0.48 438 | 0.18 215 | 0.81 565 | 0.11 288 | 2.02 560 | 1.70 407 |
|
| test_sample2 |  | 8.68 409 | 1.84 260 | 9.64 343 | 5.53 296 | 2.43 324 | 13.92 448 | 8.00 507 | 21.09 409 | 16.82 371 | 14.92 364 | 22.73 419 | 19.44 476 | 13.75 483 | 12.99 383 | 6.85 395 | 0.15 293 | 1.15 540 | 0.07 361 | 0.20 362 | 0.35 307 | 1.78 418 |
|
| STTStereo |  | 13.60 546 | 5.63 559 | 28.73 611 | 8.07 497 | 5.65 529 | 13.97 449 | 7.17 484 | 31.25 542 | 26.70 493 | 25.59 569 | 32.06 541 | 31.71 587 | 14.71 501 | 17.24 507 | 16.46 539 | 0.29 375 | 0.40 286 | 0.71 553 | 1.43 609 | 1.31 529 | 2.82 560 |
|
| mmm |  | 8.54 402 | 2.13 349 | 10.21 369 | 5.81 334 | 2.96 370 | 14.00 450 | 6.67 468 | 19.28 378 | 12.59 297 | 16.95 421 | 24.40 436 | 17.83 453 | 10.70 411 | 12.90 381 | 9.42 454 | 0.17 305 | 1.28 571 | 0.50 533 | 0.60 554 | 0.44 366 | 2.03 480 |
|
| Anonymus123 |  | 4.12 199 | 1.93 285 | 17.91 551 | 3.28 93 | 1.17 140 | 14.06 451 | 3.40 357 | 12.95 230 | 6.10 166 | 2.94 116 | 1.98 49 | 2.53 123 | 0.78 43 | 8.18 166 | 3.81 270 | 0.06 170 | 0.11 182 | 0.04 312 | 0.13 297 | 0.09 117 | 1.02 270 |
|
| AANet_RVC |  | 13.75 549 | 6.34 572 | 12.90 472 | 8.87 521 | 4.53 467 | 14.09 452 | 9.12 525 | 29.37 515 | 38.32 595 | 23.85 553 | 37.41 590 | 23.55 518 | 17.51 549 | 23.31 586 | 18.56 554 | 2.08 598 | 1.30 572 | 0.25 488 | 0.06 244 | 0.73 469 | 2.87 565 |
|
| aanetorigin |  | 19.84 610 | 13.32 636 | 54.46 664 | 10.07 551 | 7.99 607 | 14.16 453 | 15.32 609 | 17.85 349 | 34.49 565 | 49.59 674 | 48.88 655 | 34.28 613 | 31.32 640 | 23.53 588 | 29.64 635 | 1.12 563 | 0.81 409 | 0.73 554 | 0.94 578 | 3.05 583 | 5.23 611 |
|
| FACV-RUCA |  | 8.11 390 | 2.29 390 | 10.34 378 | 8.07 497 | 6.02 552 | 14.18 454 | 3.04 340 | 20.05 392 | 19.00 399 | 12.98 327 | 18.43 350 | 8.73 287 | 11.58 431 | 12.20 338 | 5.78 362 | 0.38 408 | 0.64 364 | 4.34 636 | 0.35 478 | 1.89 556 | 1.96 458 |
|
| TANstereo |  | 4.87 231 | 1.49 180 | 5.02 96 | 4.02 162 | 0.51 39 | 14.25 455 | 0.15 35 | 9.17 152 | 12.84 300 | 12.80 321 | 18.36 349 | 5.14 196 | 4.43 209 | 6.01 97 | 2.30 156 | 0.09 230 | 0.12 191 | 0.00 1 | 0.01 132 | 0.02 5 | 0.68 159 |
|
| CFNet_pseudo |  | 9.92 446 | 2.21 371 | 11.76 441 | 5.09 262 | 2.93 366 | 14.43 456 | 3.12 341 | 27.16 485 | 32.52 545 | 17.58 439 | 22.81 422 | 21.97 501 | 9.29 392 | 13.06 393 | 8.34 424 | 0.23 347 | 0.46 306 | 1.23 594 | 0.27 429 | 2.89 580 | 0.99 259 |
|
| z-ln-s-r |  | 15.70 567 | 7.13 584 | 42.53 645 | 5.88 342 | 5.57 525 | 14.47 457 | 13.18 591 | 22.93 435 | 38.31 594 | 19.68 484 | 44.92 642 | 23.85 521 | 18.42 556 | 23.81 589 | 30.69 640 | 0.37 404 | 0.02 46 | 0.00 1 | 0.01 132 | 1.15 519 | 1.16 305 |
|
| ccs_rob |  | 9.95 447 | 2.21 371 | 11.74 440 | 5.11 266 | 2.91 362 | 14.48 458 | 3.21 348 | 27.26 487 | 32.72 549 | 17.53 435 | 22.70 418 | 21.96 500 | 9.25 391 | 12.99 383 | 8.34 424 | 0.23 347 | 0.45 304 | 1.38 599 | 0.28 434 | 3.13 588 | 1.07 282 |
|
| SMOE |  | 6.44 310 | 1.85 263 | 7.88 264 | 5.24 278 | 1.36 174 | 14.51 459 | 6.59 465 | 18.47 361 | 12.01 290 | 12.39 305 | 14.90 304 | 9.78 307 | 7.37 349 | 6.98 120 | 3.73 267 | 0.45 432 | 0.02 46 | 2.34 618 | 0.17 334 | 0.53 402 | 2.23 512 |
|
| VIP-Stereo |  | 3.44 151 | 1.88 270 | 6.40 175 | 3.40 110 | 4.56 470 | 14.56 460 | 1.70 231 | 6.48 49 | 4.46 116 | 2.19 73 | 5.59 162 | 2.42 120 | 1.80 101 | 9.75 231 | 2.11 149 | 0.01 7 | 0.98 458 | 0.00 1 | 0.01 132 | 0.09 117 | 0.49 115 |
|
| NLCA_NET_v2_RVC |  | 12.58 523 | 4.09 523 | 18.25 554 | 8.26 502 | 5.83 541 | 14.72 461 | 5.85 442 | 33.49 577 | 27.86 504 | 22.14 531 | 32.16 542 | 24.94 536 | 14.01 493 | 16.19 476 | 16.82 542 | 0.90 529 | 0.35 276 | 0.37 519 | 0.58 553 | 1.51 541 | 3.31 579 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhidong Zhu, Bo Li, and Renjie He.: NLCA-Net: A non-local context attention network for stereo matching. |
| Selective-IGEV-i1 |  | 9.59 439 | 1.71 219 | 12.10 455 | 6.85 425 | 3.93 423 | 14.86 462 | 10.78 556 | 24.93 456 | 29.82 519 | 15.59 384 | 20.50 383 | 18.97 471 | 6.41 315 | 11.79 315 | 6.76 394 | 0.22 344 | 1.26 570 | 0.93 573 | 1.50 611 | 0.32 287 | 2.49 545 |
|
| iResNetv2_ROB |  | 12.78 530 | 4.09 523 | 15.60 519 | 6.44 387 | 3.75 410 | 14.86 462 | 7.17 484 | 34.46 588 | 37.12 583 | 26.06 575 | 34.81 576 | 29.76 567 | 16.32 525 | 14.77 455 | 7.67 406 | 0.31 379 | 0.03 65 | 0.12 419 | 0.01 132 | 0.94 506 | 1.23 321 |
|
| xyz-stereo-finetune2 |  | 5.88 280 | 2.14 353 | 6.76 201 | 2.96 58 | 0.36 15 | 14.90 464 | 1.85 256 | 11.54 213 | 5.89 162 | 11.35 294 | 18.02 338 | 7.27 257 | 9.34 393 | 15.17 463 | 9.04 438 | 0.06 170 | 0.02 46 | 0.08 369 | 0.15 320 | 0.28 266 | 0.32 58 |
|
| MLCV |  | 9.96 448 | 3.33 494 | 14.77 500 | 5.75 330 | 1.62 224 | 14.91 465 | 1.31 147 | 22.06 421 | 24.83 467 | 22.51 535 | 31.57 528 | 17.20 436 | 8.07 363 | 17.07 504 | 12.11 495 | 0.48 438 | 0.01 15 | 0.05 323 | 0.05 231 | 0.48 383 | 1.10 290 |
|
| SMFormer |  | 11.03 486 | 1.90 275 | 14.85 503 | 4.89 242 | 1.48 196 | 14.92 466 | 3.21 348 | 31.03 535 | 30.74 526 | 20.28 489 | 29.37 491 | 18.33 458 | 14.54 496 | 16.56 491 | 14.46 519 | 0.41 417 | 1.20 557 | 0.28 501 | 0.24 394 | 0.45 372 | 1.47 372 |
|
| tta |  | 11.03 486 | 1.90 275 | 14.85 503 | 4.89 242 | 1.48 196 | 14.92 466 | 3.21 348 | 31.03 535 | 30.73 525 | 20.28 489 | 29.37 491 | 18.33 458 | 14.54 496 | 16.56 491 | 14.46 519 | 0.41 417 | 1.20 557 | 0.28 501 | 0.24 394 | 0.39 342 | 1.60 391 |
|
| qqq1 |  | 10.51 473 | 1.90 275 | 14.85 503 | 4.89 242 | 1.48 196 | 14.92 466 | 3.21 348 | 31.03 535 | 30.74 526 | 20.28 489 | 29.37 491 | 18.33 458 | 14.54 496 | 16.56 491 | 4.42 305 | 0.41 417 | 1.20 557 | 0.00 1 | 0.14 310 | 0.39 342 | 1.60 391 |
|
| fff1 |  | 10.51 473 | 1.90 275 | 14.85 503 | 4.89 242 | 1.48 196 | 14.92 466 | 3.21 348 | 31.03 535 | 30.74 526 | 20.28 489 | 29.37 491 | 18.33 458 | 14.54 496 | 16.56 491 | 4.42 305 | 0.41 417 | 1.20 557 | 0.00 1 | 0.14 310 | 0.39 342 | 1.60 391 |
|
| FADNet-RVC-Resample |  | 12.31 513 | 5.22 550 | 32.28 624 | 10.14 553 | 4.08 432 | 14.97 470 | 6.98 482 | 26.54 478 | 24.42 463 | 23.72 549 | 29.31 490 | 19.87 481 | 15.01 505 | 16.26 482 | 10.61 474 | 0.65 485 | 0.52 324 | 0.48 530 | 0.54 544 | 1.52 542 | 3.09 573 |
|
| psm_up |  | 13.88 553 | 2.70 452 | 10.89 409 | 10.20 555 | 5.97 550 | 15.01 471 | 12.58 584 | 39.13 635 | 31.75 537 | 21.39 519 | 31.09 520 | 30.18 575 | 25.01 603 | 20.33 549 | 17.62 547 | 0.75 499 | 0.39 284 | 0.18 458 | 0.03 192 | 0.82 492 | 1.67 404 |
|
| CASS |  | 8.64 407 | 2.03 312 | 8.60 288 | 8.71 517 | 1.59 215 | 15.02 472 | 2.75 327 | 23.27 441 | 18.58 394 | 16.29 395 | 22.78 420 | 13.42 379 | 13.68 482 | 13.07 395 | 7.66 405 | 1.18 572 | 0.05 94 | 0.13 427 | 0.01 132 | 0.75 477 | 3.24 577 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| anonymousa |  | 9.61 440 | 2.06 324 | 9.20 320 | 5.24 278 | 6.67 576 | 15.03 473 | 4.18 385 | 19.08 370 | 21.43 421 | 19.03 473 | 30.96 518 | 21.49 496 | 14.23 495 | 11.12 277 | 8.61 432 | 0.08 217 | 1.24 568 | 0.29 506 | 0.69 561 | 0.18 204 | 1.48 375 |
|
| test_sample1 |  | 8.49 401 | 1.83 258 | 10.60 395 | 5.53 296 | 2.95 369 | 15.17 474 | 4.51 397 | 20.73 403 | 11.47 283 | 14.78 363 | 22.80 421 | 19.06 473 | 13.86 488 | 12.52 364 | 10.17 464 | 0.14 282 | 1.20 557 | 0.02 270 | 0.19 357 | 0.28 266 | 1.93 447 |
|
| Selective-RAFT |  | 6.10 298 | 1.16 101 | 10.90 411 | 7.41 461 | 0.91 102 | 15.22 475 | 1.11 122 | 14.84 287 | 16.23 352 | 7.19 238 | 7.06 191 | 11.49 329 | 8.10 364 | 12.83 377 | 5.19 335 | 0.26 364 | 0.97 454 | 0.00 1 | 0.46 523 | 0.10 126 | 0.65 151 |
|
| CFNet_ucs |  | 10.56 478 | 2.15 355 | 12.88 470 | 5.55 300 | 4.11 435 | 15.24 476 | 3.93 375 | 28.55 502 | 32.41 543 | 18.70 463 | 24.95 440 | 22.99 510 | 9.66 399 | 14.22 431 | 8.13 419 | 0.29 375 | 0.84 419 | 1.63 604 | 0.23 384 | 3.43 597 | 1.31 336 |
|
| rvit_105_1 |  | 14.11 559 | 6.23 571 | 22.11 590 | 13.74 620 | 4.55 468 | 15.38 477 | 28.19 675 | 27.21 486 | 43.35 621 | 19.53 481 | 24.36 434 | 22.05 502 | 15.96 521 | 18.37 528 | 12.70 508 | 2.27 601 | 0.58 348 | 0.26 490 | 2.37 629 | 0.70 462 | 2.20 510 |
|
| test_sample7 |  | 11.16 490 | 2.69 451 | 11.55 435 | 5.82 336 | 2.21 304 | 15.39 478 | 9.15 526 | 29.36 512 | 25.26 474 | 24.82 561 | 21.48 395 | 24.89 531 | 18.88 563 | 14.41 439 | 11.06 484 | 0.78 509 | 1.96 628 | 0.43 524 | 0.14 310 | 0.73 469 | 2.20 510 |
|
| 1111x |  | 12.31 513 | 2.33 402 | 12.13 456 | 5.79 332 | 2.84 356 | 15.49 479 | 8.70 516 | 36.34 609 | 29.33 515 | 16.58 406 | 27.52 468 | 26.70 554 | 15.76 517 | 17.21 506 | 24.79 599 | 0.26 364 | 1.37 588 | 0.04 312 | 0.42 515 | 0.46 378 | 2.07 489 |
|
| THIR-Stereo |  | 9.52 435 | 2.21 371 | 9.26 323 | 5.38 289 | 0.85 93 | 15.55 480 | 11.50 573 | 16.88 330 | 21.74 429 | 24.45 559 | 31.96 534 | 14.20 388 | 13.85 487 | 11.89 321 | 8.54 430 | 0.14 282 | 0.25 246 | 0.10 393 | 0.05 231 | 0.40 347 | 1.11 295 |
|
| iResNet |  | 11.06 488 | 4.16 526 | 16.83 536 | 7.89 491 | 2.23 305 | 15.59 481 | 9.17 528 | 24.49 453 | 29.14 514 | 20.78 503 | 31.13 521 | 16.87 432 | 11.58 431 | 15.45 468 | 12.50 506 | 0.64 484 | 0.05 94 | 0.02 270 | 0.10 281 | 0.79 484 | 1.71 408 |
|
| dad |  | 13.05 534 | 11.39 620 | 15.64 523 | 7.35 459 | 2.10 285 | 15.64 482 | 3.48 360 | 18.77 366 | 35.55 576 | 27.77 592 | 33.76 563 | 31.59 584 | 13.04 468 | 14.79 456 | 11.16 486 | 3.35 625 | 0.54 331 | 7.85 658 | 0.96 586 | 3.88 604 | 2.49 545 |
|
| gwcnet-sp |  | 10.26 460 | 3.56 507 | 15.31 515 | 6.59 396 | 4.30 447 | 15.71 483 | 5.71 435 | 26.09 468 | 25.15 471 | 21.68 522 | 21.77 398 | 15.01 402 | 16.42 529 | 15.21 464 | 10.76 477 | 0.12 270 | 0.20 221 | 0.02 270 | 0.09 272 | 0.63 443 | 0.86 202 |
|
| scenet |  | 10.26 460 | 3.56 507 | 15.31 515 | 6.59 396 | 4.30 447 | 15.71 483 | 5.71 435 | 26.09 468 | 25.15 471 | 21.68 522 | 21.77 398 | 15.01 402 | 16.42 529 | 15.21 464 | 10.76 477 | 0.12 270 | 0.20 221 | 0.02 270 | 0.09 272 | 0.63 443 | 0.86 202 |
|
| ssnet |  | 10.26 460 | 3.56 507 | 15.31 515 | 6.59 396 | 4.30 447 | 15.71 483 | 5.71 435 | 26.09 468 | 25.15 471 | 21.68 522 | 21.77 398 | 15.01 402 | 16.42 529 | 15.21 464 | 10.76 477 | 0.12 270 | 0.20 221 | 0.02 270 | 0.09 272 | 0.63 443 | 0.86 202 |
|
| HGLStereo |  | 13.21 540 | 3.45 500 | 14.01 490 | 10.32 561 | 7.72 601 | 15.72 486 | 7.19 487 | 31.94 554 | 28.12 507 | 20.83 505 | 36.16 583 | 26.61 551 | 20.82 581 | 18.74 531 | 19.63 565 | 1.01 548 | 0.22 232 | 0.07 361 | 0.08 264 | 0.59 428 | 1.00 261 |
|
| psmg |  | 10.36 469 | 1.86 264 | 9.14 315 | 5.58 302 | 4.12 437 | 15.74 487 | 7.65 500 | 30.05 526 | 23.28 445 | 21.80 526 | 26.26 454 | 22.14 503 | 13.58 479 | 14.72 450 | 9.53 455 | 0.36 398 | 0.13 193 | 0.17 453 | 0.04 213 | 0.44 366 | 0.67 155 |
|
| BSDual-CNN |  | 10.33 468 | 1.86 264 | 9.14 315 | 7.14 446 | 4.12 437 | 15.83 488 | 8.93 520 | 34.15 582 | 23.28 445 | 18.82 468 | 21.95 409 | 22.14 503 | 13.58 479 | 14.72 450 | 9.53 455 | 0.36 398 | 0.13 193 | 0.15 440 | 0.04 213 | 0.37 325 | 0.46 107 |
|
| hknet |  | 10.77 482 | 1.95 289 | 11.80 443 | 7.14 446 | 3.83 417 | 15.83 488 | 8.93 520 | 34.15 582 | 22.70 440 | 18.82 468 | 21.95 409 | 23.13 512 | 17.03 538 | 16.94 502 | 9.85 460 | 0.28 371 | 0.13 193 | 0.15 440 | 0.04 213 | 0.37 325 | 0.46 107 |
|
| PSMNet-RUCA |  | 24.65 644 | 28.24 674 | 42.85 647 | 35.58 680 | 34.48 686 | 16.04 490 | 11.34 568 | 40.36 642 | 31.70 536 | 31.88 619 | 41.00 616 | 37.50 628 | 25.41 605 | 29.19 621 | 17.07 544 | 12.35 674 | 2.12 633 | 20.72 676 | 8.27 667 | 17.19 674 | 9.64 654 |
|
| DAS |  | 11.51 501 | 2.60 445 | 15.62 521 | 9.37 533 | 6.27 567 | 16.04 490 | 7.71 501 | 22.70 430 | 33.92 558 | 19.53 481 | 29.03 486 | 19.51 477 | 19.10 567 | 17.44 510 | 8.98 436 | 0.78 509 | 0.02 46 | 0.29 506 | 0.01 132 | 0.48 383 | 0.81 190 |
|
| SepStereo |  | 12.04 510 | 2.60 445 | 15.62 521 | 9.37 533 | 6.27 567 | 16.04 490 | 7.71 501 | 22.70 430 | 33.92 558 | 19.53 481 | 29.03 486 | 19.51 477 | 19.10 567 | 27.97 614 | 8.98 436 | 0.78 509 | 0.02 46 | 0.29 506 | 0.01 132 | 0.48 383 | 0.81 190 |
|
| PSMNet-ADL |  | 10.30 463 | 2.32 400 | 7.83 260 | 9.69 542 | 4.44 458 | 16.04 490 | 4.16 383 | 27.57 492 | 25.08 469 | 15.16 369 | 19.04 356 | 25.28 540 | 13.63 481 | 16.49 489 | 15.33 526 | 0.86 523 | 0.81 409 | 0.01 229 | 0.04 213 | 0.33 294 | 1.81 421 |
|
| CBMV_ROB |  | 12.51 522 | 3.86 518 | 7.98 268 | 5.81 334 | 2.99 372 | 16.05 494 | 4.62 401 | 27.61 493 | 31.37 534 | 26.75 584 | 32.62 547 | 23.97 522 | 22.66 593 | 21.14 570 | 12.09 494 | 2.15 599 | 1.78 619 | 2.24 614 | 1.27 605 | 1.64 547 | 1.54 387 |
|
| ToySt |  | 11.51 501 | 2.48 432 | 17.84 550 | 6.10 354 | 2.09 284 | 16.11 495 | 12.36 582 | 25.07 457 | 28.25 508 | 15.22 371 | 25.16 442 | 25.51 541 | 15.98 522 | 17.63 519 | 15.46 528 | 0.19 327 | 1.08 514 | 0.04 312 | 0.31 457 | 0.66 454 | 2.67 552 |
|
| test_sample6 |  | 10.49 472 | 2.24 377 | 11.49 429 | 5.91 343 | 2.48 326 | 16.12 496 | 6.37 461 | 28.98 508 | 22.48 438 | 20.28 489 | 34.11 567 | 17.08 434 | 13.28 472 | 14.57 445 | 10.61 474 | 0.32 383 | 0.95 449 | 0.10 393 | 0.19 357 | 0.59 428 | 1.61 394 |
|
| test_sample5 |  | 10.07 453 | 2.24 377 | 11.22 423 | 5.82 336 | 2.68 341 | 16.15 497 | 5.79 438 | 27.87 495 | 21.59 426 | 19.26 479 | 32.74 549 | 15.92 418 | 12.97 465 | 14.33 435 | 9.26 446 | 0.27 368 | 0.98 458 | 0.07 361 | 0.17 334 | 0.57 418 | 1.49 378 |
|
| DualNet |  | 10.19 458 | 2.24 377 | 11.22 423 | 5.82 336 | 2.68 341 | 16.15 497 | 5.79 438 | 27.87 495 | 21.59 426 | 20.28 489 | 34.11 567 | 15.92 418 | 12.97 465 | 14.33 435 | 9.26 446 | 0.27 368 | 0.98 458 | 0.07 361 | 0.17 334 | 0.57 418 | 1.49 378 |
|
| DDVS |  | 11.10 489 | 3.37 497 | 13.49 482 | 7.49 469 | 4.07 430 | 16.17 499 | 2.73 325 | 24.18 449 | 17.91 379 | 21.37 518 | 30.15 504 | 31.23 582 | 8.50 374 | 19.92 542 | 15.00 524 | 0.82 516 | 1.56 612 | 0.08 369 | 0.22 372 | 0.84 496 | 2.84 561 |
|
| GASNet |  | 17.87 589 | 20.62 660 | 32.66 626 | 21.17 655 | 9.48 631 | 16.26 500 | 9.15 526 | 45.00 667 | 40.55 605 | 26.16 576 | 24.34 433 | 33.05 598 | 15.45 515 | 29.82 623 | 18.15 552 | 3.79 630 | 0.28 256 | 1.87 607 | 0.51 537 | 7.06 631 | 1.97 459 |
|
| DA |  | 4.31 212 | 1.05 74 | 5.88 133 | 5.93 344 | 1.67 232 | 16.29 501 | 1.88 262 | 10.25 176 | 8.13 218 | 4.63 175 | 7.82 204 | 6.18 227 | 4.91 243 | 4.78 69 | 3.04 222 | 0.17 305 | 1.18 546 | 0.00 1 | 0.00 1 | 0.08 105 | 2.28 520 |
|
| GGEV |  | 4.31 212 | 1.05 74 | 5.88 133 | 5.93 344 | 1.67 232 | 16.29 501 | 1.88 262 | 10.25 176 | 8.13 218 | 4.63 175 | 7.82 204 | 6.18 227 | 4.91 243 | 4.78 69 | 3.04 222 | 0.17 305 | 1.18 546 | 0.00 1 | 0.00 1 | 0.08 105 | 2.28 520 |
|
| castereo++ |  | 3.76 175 | 1.79 242 | 5.06 98 | 4.09 171 | 2.65 339 | 16.30 503 | 1.89 265 | 8.46 121 | 9.15 246 | 2.53 93 | 4.66 121 | 5.04 194 | 2.00 106 | 9.08 198 | 1.04 31 | 0.02 41 | 0.59 352 | 0.00 1 | 0.34 474 | 0.08 105 | 0.50 118 |
|
| RASNet |  | 12.38 517 | 2.58 443 | 12.48 466 | 6.76 416 | 5.97 550 | 16.37 504 | 6.74 472 | 34.99 593 | 22.20 433 | 17.44 431 | 33.11 553 | 22.81 509 | 24.84 600 | 20.33 549 | 18.27 553 | 1.16 568 | 0.05 94 | 0.06 340 | 0.01 132 | 0.27 260 | 1.06 279 |
|
| IGEV_i1 |  | 8.79 414 | 1.83 258 | 11.53 433 | 6.56 392 | 2.18 302 | 16.39 505 | 7.40 494 | 20.85 406 | 16.59 364 | 17.30 428 | 17.67 335 | 18.22 457 | 9.15 390 | 15.11 462 | 8.42 427 | 0.45 432 | 1.19 553 | 1.10 584 | 1.15 599 | 0.31 286 | 2.45 537 |
|
| PCWNet_CMD |  | 9.97 451 | 2.08 329 | 11.61 437 | 5.36 288 | 2.92 363 | 16.39 505 | 2.94 337 | 29.76 521 | 34.38 563 | 17.83 442 | 21.86 405 | 18.91 470 | 8.27 368 | 13.01 385 | 7.73 408 | 0.23 347 | 0.46 306 | 0.79 559 | 0.25 409 | 3.46 598 | 1.12 300 |
|
| FADNet-RVC |  | 13.86 552 | 12.75 634 | 41.65 643 | 8.64 514 | 4.63 476 | 16.45 507 | 6.89 478 | 28.91 506 | 24.20 460 | 20.89 507 | 31.44 525 | 26.73 555 | 11.37 428 | 21.58 576 | 15.91 531 | 0.25 360 | 0.14 201 | 0.14 435 | 0.24 394 | 2.97 582 | 1.50 383 |
|
| HSM |  | 11.89 508 | 2.32 400 | 8.70 290 | 6.70 413 | 4.10 434 | 16.45 507 | 8.06 509 | 30.42 529 | 20.31 413 | 23.35 545 | 26.42 459 | 41.60 648 | 17.59 550 | 20.66 555 | 9.57 457 | 0.11 255 | 0.03 65 | 0.01 229 | 0.01 132 | 0.24 233 | 1.22 318 |
|
| MSMDNet |  | 9.96 448 | 2.08 329 | 11.66 439 | 5.39 290 | 2.92 363 | 16.50 509 | 2.89 332 | 29.73 520 | 34.55 566 | 17.86 445 | 21.91 407 | 18.86 469 | 8.36 370 | 13.06 393 | 7.74 409 | 0.24 352 | 0.47 309 | 0.66 551 | 0.24 394 | 3.07 584 | 1.04 274 |
|
| CoDeX |  | 9.58 436 | 2.12 342 | 10.82 405 | 6.52 389 | 3.76 411 | 16.55 510 | 6.82 475 | 26.62 480 | 25.63 481 | 17.50 434 | 25.62 447 | 14.70 397 | 11.81 443 | 12.82 376 | 7.88 412 | 0.42 423 | 0.20 221 | 0.15 440 | 0.02 175 | 0.36 319 | 1.28 329 |
|
| SFCPSM |  | 9.16 428 | 1.72 227 | 12.32 460 | 5.64 308 | 3.51 401 | 16.58 511 | 6.93 479 | 31.11 540 | 26.15 486 | 17.05 424 | 20.08 371 | 11.05 326 | 9.94 402 | 12.55 365 | 6.05 366 | 0.36 398 | 0.17 212 | 0.37 519 | 0.22 372 | 0.40 347 | 1.01 263 |
|
| Sa-1000 |  | 8.91 419 | 2.10 334 | 9.11 308 | 8.07 497 | 1.16 138 | 16.62 512 | 2.39 301 | 25.58 462 | 25.43 477 | 15.52 381 | 28.24 478 | 12.19 349 | 8.67 377 | 16.40 486 | 3.70 262 | 0.39 410 | 0.86 427 | 0.16 450 | 0.23 384 | 0.48 383 | 0.89 214 |
|
| TDLM |  | 13.70 548 | 4.93 546 | 11.80 443 | 11.93 602 | 5.53 523 | 16.75 513 | 14.38 601 | 36.12 606 | 32.59 546 | 23.08 542 | 27.03 465 | 25.90 545 | 15.40 512 | 25.87 602 | 14.23 516 | 1.24 575 | 0.09 160 | 1.53 602 | 0.61 555 | 2.06 562 | 2.94 567 |
|
| UCFNet_RVC |  | 10.01 452 | 2.81 457 | 6.11 148 | 7.31 458 | 3.92 421 | 16.80 514 | 8.00 507 | 28.68 504 | 20.81 415 | 16.57 405 | 23.35 426 | 25.82 544 | 13.06 469 | 13.55 415 | 9.18 443 | 0.12 270 | 0.06 123 | 1.19 588 | 0.32 459 | 1.47 539 | 1.06 279 |
|
| S |  | 7.11 349 | 1.92 283 | 8.29 281 | 4.58 218 | 6.07 556 | 16.92 515 | 7.72 503 | 16.13 309 | 16.51 361 | 14.01 351 | 17.45 331 | 6.36 234 | 9.00 385 | 8.11 160 | 4.24 295 | 0.75 499 | 0.24 239 | 0.60 543 | 0.44 519 | 0.58 421 | 2.32 525 |
|
| PAM_32 |  | 7.56 367 | 1.96 290 | 15.04 510 | 6.11 355 | 2.08 282 | 16.93 516 | 1.38 151 | 16.49 319 | 7.93 211 | 15.16 369 | 9.17 219 | 25.77 542 | 11.69 437 | 12.95 382 | 4.03 280 | 0.14 282 | 0.77 402 | 0.09 380 | 0.83 569 | 0.61 437 | 2.00 474 |
|
| CFNet-ft |   | 10.46 470 | 3.02 475 | 7.10 218 | 7.69 477 | 5.42 515 | 16.93 516 | 5.92 444 | 22.83 433 | 22.31 436 | 15.81 388 | 30.40 507 | 26.42 550 | 15.19 509 | 13.60 419 | 12.18 497 | 0.14 282 | 0.10 172 | 1.87 607 | 0.34 474 | 1.22 524 | 0.73 175 |
|
| CFNet_RVC |  | 10.46 470 | 3.02 475 | 7.10 218 | 7.69 477 | 5.42 515 | 16.93 516 | 5.92 444 | 22.82 432 | 22.31 436 | 15.81 388 | 30.40 507 | 26.41 549 | 15.19 509 | 13.60 419 | 12.19 498 | 0.14 282 | 0.10 172 | 1.87 607 | 0.34 474 | 1.22 524 | 0.73 175 |
|
| coex_refinement |  | 12.03 509 | 2.30 394 | 8.72 291 | 8.56 511 | 5.30 508 | 16.95 519 | 7.17 484 | 31.75 551 | 32.48 544 | 18.92 472 | 31.46 526 | 25.97 546 | 12.98 467 | 14.55 444 | 21.39 575 | 0.33 386 | 0.06 123 | 0.02 270 | 0.10 281 | 0.49 392 | 1.18 313 |
|
| LMCR-Stereo |   | 11.32 495 | 4.98 547 | 11.87 447 | 14.09 621 | 4.01 427 | 16.97 520 | 5.70 433 | 26.41 476 | 23.41 450 | 22.57 537 | 22.11 415 | 15.18 406 | 15.44 514 | 21.48 574 | 17.57 546 | 2.29 602 | 0.04 79 | 0.00 1 | 0.03 192 | 1.53 543 | 0.65 151 |
|
| iResNet_ROB |  | 12.41 519 | 3.19 485 | 12.39 463 | 6.63 402 | 3.72 407 | 16.98 521 | 2.64 317 | 32.29 557 | 38.58 597 | 26.93 586 | 33.73 561 | 26.24 548 | 17.40 545 | 17.36 509 | 8.95 435 | 0.33 386 | 0.01 15 | 0.00 1 | 0.00 1 | 0.40 347 | 0.35 66 |
|
| DSFCA |  | 12.44 520 | 3.00 472 | 14.87 507 | 6.04 350 | 7.03 585 | 17.06 522 | 10.86 560 | 31.11 540 | 32.12 540 | 26.41 581 | 23.81 430 | 22.37 505 | 15.13 508 | 21.13 569 | 13.53 514 | 0.95 542 | 0.66 367 | 0.28 501 | 0.38 500 | 1.21 523 | 0.77 184 |
|
| CFNet |  | 11.23 491 | 3.41 499 | 10.68 399 | 7.08 444 | 4.22 441 | 17.38 523 | 4.83 411 | 31.29 545 | 31.29 533 | 19.15 476 | 26.85 463 | 24.06 523 | 13.75 483 | 16.23 478 | 12.22 499 | 0.26 364 | 0.05 94 | 0.44 525 | 0.09 272 | 0.92 503 | 0.41 91 |
|
| test_sample4 |  | 9.81 443 | 2.27 387 | 11.39 426 | 5.70 325 | 2.74 344 | 17.40 524 | 5.20 421 | 28.01 497 | 21.50 423 | 18.70 463 | 28.46 480 | 14.96 401 | 12.86 464 | 13.80 425 | 9.68 458 | 0.24 352 | 0.97 454 | 0.06 340 | 0.16 329 | 0.51 397 | 1.48 375 |
|
| AdaStereo |  | 10.85 484 | 4.57 535 | 10.79 402 | 9.59 539 | 3.46 398 | 17.49 525 | 6.29 454 | 32.70 562 | 26.07 485 | 19.04 474 | 26.55 460 | 19.60 479 | 10.12 406 | 17.71 520 | 10.38 467 | 1.00 546 | 0.05 94 | 0.42 523 | 0.02 175 | 0.70 462 | 0.46 107 |
| 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. |
| AASNet |  | 13.05 534 | 3.27 490 | 12.23 459 | 10.28 558 | 6.90 581 | 17.61 526 | 7.88 504 | 41.14 645 | 38.29 593 | 23.20 543 | 29.62 497 | 16.85 431 | 15.59 516 | 15.50 470 | 19.03 560 | 0.39 410 | 0.03 65 | 0.78 558 | 0.05 231 | 1.32 531 | 1.08 284 |
|
| pcwnet_v2 |  | 12.68 527 | 2.30 394 | 18.36 555 | 8.32 505 | 5.74 534 | 17.73 527 | 4.77 408 | 36.75 617 | 46.28 637 | 20.98 510 | 29.07 488 | 16.62 427 | 13.52 475 | 16.56 491 | 10.30 466 | 0.55 458 | 1.02 496 | 0.34 516 | 0.24 394 | 2.10 563 | 2.11 498 |
|
| PAM |  | 7.81 383 | 1.90 275 | 15.85 527 | 6.14 356 | 2.58 337 | 17.79 528 | 4.51 397 | 16.29 312 | 8.05 216 | 16.48 403 | 9.10 217 | 25.01 538 | 11.39 429 | 12.89 380 | 3.54 257 | 0.05 131 | 0.79 405 | 0.08 369 | 0.83 569 | 0.62 439 | 2.23 512 |
|
| NOSS_ROB |  | 11.76 506 | 4.63 539 | 8.14 274 | 7.46 466 | 2.92 363 | 17.82 529 | 10.55 552 | 30.45 530 | 34.08 562 | 16.37 398 | 19.97 370 | 23.14 513 | 16.31 524 | 18.22 527 | 10.67 476 | 2.98 618 | 1.84 620 | 3.39 634 | 1.64 616 | 2.24 567 | 2.37 531 |
|
| ADLNet |  | 12.84 531 | 2.93 466 | 11.94 451 | 8.87 521 | 6.88 580 | 17.96 530 | 8.85 517 | 34.12 580 | 26.67 492 | 27.81 595 | 26.24 453 | 26.84 557 | 15.04 506 | 17.54 514 | 19.94 566 | 0.59 468 | 0.58 348 | 0.24 485 | 0.11 288 | 0.80 488 | 2.85 563 |
|
| DualNet (step1) |  | 13.16 538 | 5.31 552 | 19.76 569 | 6.41 381 | 3.12 379 | 17.98 531 | 9.85 542 | 29.36 512 | 25.26 474 | 24.82 561 | 21.48 395 | 24.89 531 | 18.87 561 | 14.41 439 | 11.06 484 | 6.83 649 | 1.96 628 | 6.61 647 | 7.47 658 | 3.22 591 | 4.59 599 |
|
| test_sample9 |  | 15.79 570 | 5.31 552 | 19.76 569 | 6.41 381 | 3.12 379 | 17.98 531 | 9.85 542 | 29.36 512 | 25.26 474 | 24.82 561 | 21.48 395 | 24.89 531 | 18.87 561 | 21.03 564 | 22.11 576 | 6.83 649 | 36.75 696 | 6.61 647 | 7.47 658 | 3.22 591 | 4.59 599 |
|
| test_sample8 |  | 17.93 590 | 5.31 552 | 19.76 569 | 6.41 381 | 3.12 379 | 17.98 531 | 9.85 542 | 32.68 561 | 20.05 408 | 33.68 634 | 26.30 455 | 40.74 642 | 34.14 649 | 21.03 564 | 22.11 576 | 6.83 649 | 36.75 696 | 6.61 647 | 7.47 658 | 3.22 591 | 4.59 599 |
|
| FAT-Stereo |  | 17.45 583 | 3.56 507 | 19.19 564 | 10.31 560 | 6.54 573 | 18.00 534 | 14.89 608 | 38.68 630 | 40.49 603 | 27.39 589 | 39.66 608 | 37.32 624 | 32.14 644 | 21.07 567 | 22.97 583 | 3.68 628 | 2.16 637 | 0.81 565 | 1.21 602 | 2.10 563 | 6.78 630 |
|
| test_xeample |   | 12.39 518 | 2.09 331 | 10.36 379 | 5.73 327 | 3.06 376 | 18.17 535 | 6.27 453 | 31.98 555 | 24.37 462 | 18.78 467 | 33.92 566 | 19.09 474 | 16.00 523 | 14.60 448 | 39.03 665 | 0.19 327 | 1.32 578 | 0.01 229 | 0.33 469 | 0.36 319 | 2.04 482 |
|
| test_sample3 |  | 9.46 433 | 2.24 377 | 11.38 425 | 5.72 326 | 2.79 354 | 18.29 536 | 5.20 421 | 27.54 491 | 21.43 421 | 18.03 450 | 21.98 412 | 16.47 425 | 11.22 423 | 13.58 417 | 9.99 462 | 0.24 352 | 0.96 450 | 0.05 323 | 0.17 334 | 0.47 381 | 1.39 351 |
|
| SACVNet |  | 14.10 558 | 5.24 551 | 14.19 494 | 12.11 606 | 6.12 558 | 18.45 537 | 9.11 524 | 33.13 571 | 22.94 441 | 28.79 600 | 33.88 565 | 32.69 596 | 23.78 594 | 20.91 562 | 12.13 496 | 1.08 556 | 0.54 331 | 0.84 568 | 0.48 530 | 1.41 535 | 4.26 595 |
|
| StereoDRNet-Refined |  | 14.03 555 | 3.52 504 | 12.77 469 | 8.70 516 | 3.31 388 | 18.50 538 | 4.58 399 | 29.08 510 | 30.59 524 | 29.85 607 | 42.52 625 | 25.24 539 | 19.57 574 | 23.88 590 | 23.55 587 | 0.44 428 | 0.07 138 | 0.54 537 | 0.38 500 | 0.88 502 | 2.64 549 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| FADNet |  | 14.77 562 | 11.96 625 | 39.55 639 | 8.50 510 | 6.64 575 | 18.53 539 | 6.74 472 | 35.70 600 | 35.06 571 | 19.21 477 | 28.06 475 | 28.14 560 | 13.94 491 | 18.54 530 | 11.61 491 | 0.48 438 | 0.75 395 | 0.38 521 | 0.49 533 | 9.17 643 | 2.05 486 |
|
| PS-NSSS |  | 14.36 560 | 8.44 599 | 16.43 532 | 7.44 463 | 5.79 536 | 18.65 540 | 12.71 587 | 39.02 632 | 26.84 494 | 20.99 511 | 36.15 582 | 21.47 495 | 18.25 555 | 18.21 526 | 18.63 556 | 2.44 608 | 0.55 335 | 5.38 640 | 0.37 490 | 5.25 620 | 4.11 594 |
|
| DStereoO |  | 24.73 646 | 17.10 649 | 15.98 528 | 16.15 641 | 9.73 633 | 18.79 541 | 19.24 643 | 35.12 596 | 41.17 609 | 31.19 616 | 29.42 495 | 32.58 594 | 33.95 648 | 42.12 672 | 29.02 631 | 48.86 698 | 5.31 667 | 28.90 685 | 3.60 640 | 28.35 684 | 8.04 641 |
|
| GEStereo_RVC |  | 13.23 541 | 3.13 482 | 15.23 511 | 10.33 562 | 4.95 490 | 18.92 542 | 11.46 572 | 31.58 550 | 48.03 639 | 20.51 500 | 27.68 470 | 19.00 472 | 13.31 473 | 20.44 551 | 16.01 533 | 1.15 567 | 0.51 321 | 0.10 393 | 0.14 310 | 0.67 457 | 1.47 372 |
|
| S0 |  | 6.47 315 | 1.94 287 | 7.20 225 | 5.20 275 | 3.43 397 | 18.99 543 | 13.34 593 | 14.21 267 | 7.82 206 | 11.96 299 | 13.34 288 | 8.45 285 | 5.81 287 | 9.25 209 | 3.04 222 | 2.42 607 | 0.29 258 | 0.15 440 | 0.22 372 | 0.51 397 | 1.84 428 |
|
| DStereoRT |  | 15.11 564 | 3.13 482 | 12.14 458 | 10.85 579 | 5.50 519 | 19.00 544 | 6.55 464 | 27.62 494 | 28.26 510 | 16.32 397 | 24.94 439 | 11.64 333 | 14.90 503 | 17.44 510 | 10.77 481 | 1.61 589 | 1.40 591 | 58.44 699 | 26.72 688 | 0.60 434 | 4.44 598 |
|
| ac_64 |  | 11.57 503 | 2.13 349 | 11.77 442 | 8.79 519 | 5.51 522 | 19.40 545 | 6.29 454 | 24.72 455 | 15.20 337 | 23.50 547 | 24.91 437 | 33.07 599 | 16.82 535 | 19.33 537 | 17.78 548 | 0.53 450 | 0.15 205 | 0.02 270 | 0.03 192 | 0.35 307 | 1.03 273 |
|
| DeepPrunerF |  | 20.61 614 | 12.13 629 | 46.35 653 | 21.53 656 | 17.78 670 | 19.41 546 | 23.64 660 | 37.23 621 | 50.61 648 | 26.20 577 | 37.72 591 | 24.90 534 | 25.02 604 | 24.63 594 | 23.53 586 | 3.13 621 | 1.65 615 | 5.69 642 | 4.09 643 | 3.64 601 | 3.34 580 |
|
| BUS |  | 9.86 445 | 1.86 264 | 9.14 315 | 7.14 446 | 4.12 437 | 19.47 547 | 2.69 321 | 34.15 582 | 23.28 445 | 18.82 468 | 21.95 409 | 14.37 392 | 11.63 435 | 14.72 450 | 12.39 501 | 0.36 398 | 0.13 193 | 0.15 440 | 0.04 213 | 0.37 325 | 0.46 107 |
|
| NINENet |  | 11.46 500 | 3.02 475 | 11.83 445 | 8.45 508 | 5.40 512 | 19.47 547 | 2.69 321 | 39.63 638 | 34.82 568 | 19.11 475 | 27.64 469 | 14.37 392 | 11.63 435 | 16.21 477 | 12.39 501 | 0.94 538 | 0.21 229 | 0.29 506 | 0.00 1 | 0.48 383 | 0.55 127 |
|
| s12784h |  | 6.22 304 | 1.01 65 | 4.95 92 | 3.57 122 | 0.54 44 | 19.55 549 | 0.95 111 | 19.51 382 | 18.39 384 | 12.98 327 | 12.58 280 | 7.78 271 | 5.56 279 | 11.34 290 | 4.36 302 | 0.89 527 | 0.01 15 | 0.05 323 | 0.00 1 | 0.07 92 | 0.20 35 |
|
| CVANet_RVC |  | 14.09 557 | 4.82 544 | 10.86 408 | 9.46 536 | 5.60 528 | 19.70 550 | 12.94 589 | 33.38 575 | 34.86 569 | 23.72 549 | 33.31 555 | 29.76 567 | 16.35 527 | 24.37 592 | 12.45 504 | 1.22 573 | 0.23 234 | 1.45 600 | 0.87 576 | 3.41 595 | 3.01 569 |
|
| acv_ft |  | 12.59 524 | 2.25 381 | 13.50 483 | 8.30 504 | 6.23 562 | 19.81 551 | 6.34 459 | 26.43 477 | 35.15 573 | 26.38 580 | 30.67 513 | 24.65 527 | 14.91 504 | 16.47 487 | 19.16 562 | 0.16 298 | 0.01 15 | 0.06 340 | 0.07 254 | 0.74 473 | 0.43 97 |
|
| 222 |  | 13.07 536 | 1.99 300 | 10.74 401 | 6.56 392 | 2.74 344 | 19.95 552 | 2.54 311 | 34.13 581 | 24.42 463 | 22.52 536 | 31.39 523 | 20.78 488 | 16.99 537 | 14.31 434 | 48.07 689 | 0.16 298 | 1.33 582 | 0.01 229 | 0.32 459 | 0.37 325 | 2.02 476 |
|
| UPFNet |  | 12.31 513 | 2.15 355 | 11.91 449 | 7.90 492 | 7.21 589 | 20.03 553 | 9.28 529 | 29.44 516 | 27.18 497 | 20.88 506 | 30.86 517 | 21.23 492 | 18.11 554 | 19.60 539 | 17.41 545 | 0.55 458 | 0.57 343 | 0.26 490 | 0.07 254 | 0.67 457 | 0.92 224 |
|
| NCC-stereo |  | 20.61 614 | 7.39 586 | 25.96 601 | 15.90 638 | 16.62 667 | 20.15 554 | 23.27 653 | 44.11 665 | 41.29 611 | 25.00 564 | 38.64 601 | 35.47 617 | 28.75 623 | 36.35 646 | 26.90 616 | 4.83 639 | 2.14 634 | 3.33 632 | 9.27 670 | 3.10 585 | 3.72 589 |
|
| Abc-Net |  | 20.61 614 | 7.39 586 | 25.96 601 | 15.90 638 | 16.62 667 | 20.15 554 | 23.27 653 | 44.11 665 | 41.29 611 | 25.00 564 | 38.64 601 | 35.47 617 | 28.75 623 | 36.35 646 | 26.90 616 | 4.83 639 | 2.14 634 | 3.33 632 | 9.27 670 | 3.10 585 | 3.72 589 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| ADLNet2 |  | 12.99 533 | 2.94 467 | 14.18 493 | 9.57 538 | 5.96 549 | 20.23 556 | 10.41 551 | 33.05 570 | 37.61 587 | 19.46 480 | 19.74 367 | 22.46 507 | 18.63 557 | 22.37 581 | 20.76 570 | 0.37 404 | 0.15 205 | 0.06 340 | 0.08 264 | 1.04 514 | 0.72 172 |
|
| SuperB |  | 18.07 594 | 7.33 585 | 56.73 673 | 8.42 507 | 5.42 515 | 20.39 557 | 9.73 540 | 26.04 466 | 50.80 651 | 26.88 585 | 39.52 607 | 17.79 452 | 21.54 588 | 23.17 585 | 25.96 609 | 0.77 505 | 0.32 266 | 1.11 585 | 0.73 565 | 16.11 670 | 2.75 559 |
|
| EDNetEfficient |  | 25.68 654 | 22.94 666 | 77.88 706 | 9.49 537 | 7.66 599 | 20.89 558 | 17.37 629 | 22.52 426 | 56.02 670 | 61.49 691 | 53.31 666 | 35.83 620 | 41.88 672 | 25.06 598 | 39.53 667 | 0.86 523 | 0.83 417 | 0.91 572 | 2.82 632 | 8.28 639 | 7.98 640 |
|
| HSM-Net_RVC |   | 11.37 499 | 1.57 192 | 6.32 165 | 5.99 348 | 2.67 340 | 20.99 559 | 7.19 487 | 28.50 500 | 28.64 511 | 21.03 512 | 25.84 449 | 33.64 605 | 16.37 528 | 16.83 499 | 10.76 477 | 0.21 338 | 0.08 149 | 0.02 270 | 0.00 1 | 0.16 188 | 0.55 127 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| iinet-f |  | 14.05 556 | 5.00 548 | 47.51 657 | 6.57 394 | 4.04 428 | 21.14 560 | 14.37 599 | 28.25 498 | 21.37 420 | 21.95 529 | 31.37 522 | 21.31 494 | 18.66 558 | 16.15 475 | 20.61 569 | 0.31 379 | 0.41 293 | 0.09 380 | 0.05 231 | 1.00 511 | 0.76 182 |
|
| XPNet_ROB |  | 18.03 593 | 6.06 569 | 18.19 553 | 11.68 595 | 6.83 578 | 21.23 561 | 16.93 623 | 36.66 616 | 39.82 602 | 32.51 627 | 42.05 623 | 41.04 645 | 25.77 608 | 25.72 600 | 28.80 629 | 1.67 593 | 0.91 440 | 0.79 559 | 0.27 429 | 1.24 526 | 2.38 533 |
|
| DLCB_ROB |  | 13.97 554 | 3.74 516 | 11.01 415 | 9.99 549 | 5.85 542 | 21.40 562 | 10.37 550 | 30.17 527 | 30.49 522 | 28.21 597 | 32.18 543 | 32.67 595 | 21.17 585 | 20.20 547 | 18.59 555 | 0.34 392 | 0.18 215 | 0.41 522 | 0.15 320 | 0.61 437 | 1.76 415 |
|
| RGC |  | 20.62 617 | 14.30 638 | 21.99 588 | 18.85 649 | 14.53 658 | 21.42 563 | 14.82 606 | 36.00 605 | 44.32 625 | 28.54 599 | 41.82 622 | 40.12 640 | 29.43 628 | 35.44 642 | 23.33 584 | 4.12 632 | 0.72 383 | 8.80 659 | 4.39 647 | 4.55 612 | 4.84 605 |
|
| RP |  | 18.36 595 | 5.94 566 | 17.54 545 | 15.95 640 | 12.33 651 | 21.55 564 | 12.66 586 | 28.65 503 | 45.65 631 | 23.78 552 | 42.55 626 | 39.77 637 | 29.54 630 | 26.72 607 | 23.58 589 | 6.14 647 | 1.05 506 | 4.38 637 | 1.77 617 | 3.90 605 | 3.82 591 |
|
| ACV-stereo |  | 12.12 512 | 6.01 568 | 30.51 616 | 7.45 464 | 3.42 396 | 21.69 565 | 6.74 472 | 22.11 423 | 20.81 415 | 17.88 446 | 21.26 392 | 26.73 555 | 17.28 542 | 20.80 559 | 14.16 515 | 0.79 513 | 1.10 524 | 0.17 453 | 0.09 272 | 0.67 457 | 2.66 550 |
|
| SME |  | 7.53 366 | 3.53 505 | 7.07 214 | 6.40 380 | 1.83 260 | 21.79 566 | 4.24 386 | 18.00 351 | 16.52 363 | 12.66 311 | 16.62 323 | 8.42 283 | 11.62 434 | 12.48 361 | 6.10 369 | 0.94 538 | 0.01 15 | 0.05 323 | 0.11 288 | 1.00 511 | 1.28 329 |
|
| xxxx |  | 12.60 526 | 2.03 312 | 10.79 402 | 6.18 361 | 2.86 358 | 21.84 567 | 3.02 339 | 34.55 590 | 25.46 478 | 16.39 399 | 31.58 529 | 26.87 558 | 14.75 502 | 14.00 430 | 37.45 657 | 0.21 338 | 1.36 587 | 0.01 229 | 0.32 459 | 0.35 307 | 2.07 489 |
|
| PA-Net |  | 16.98 578 | 8.05 596 | 29.56 614 | 10.52 567 | 11.30 643 | 21.91 568 | 29.93 679 | 32.64 560 | 39.50 600 | 20.38 498 | 28.51 482 | 23.80 520 | 20.82 581 | 21.45 573 | 25.60 604 | 0.25 360 | 2.36 640 | 0.23 481 | 4.99 649 | 1.34 532 | 6.47 627 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| pmcnn |  | 15.27 565 | 4.31 530 | 22.32 593 | 7.46 466 | 4.46 462 | 22.15 569 | 15.74 613 | 28.53 501 | 31.88 538 | 27.78 593 | 40.04 611 | 39.06 633 | 19.11 569 | 18.79 533 | 20.78 571 | 1.04 554 | 0.23 234 | 0.00 1 | 0.00 1 | 0.53 402 | 1.17 308 |
|
| delet |  | 13.26 542 | 2.43 425 | 12.99 474 | 8.45 508 | 6.26 566 | 22.40 570 | 10.83 559 | 28.78 505 | 38.76 598 | 20.39 499 | 30.36 506 | 20.85 489 | 17.67 551 | 22.97 583 | 19.13 561 | 0.14 282 | 0.45 304 | 0.19 464 | 0.08 264 | 0.78 481 | 1.24 323 |
|
| ssnet_v2 |  | 13.84 551 | 3.15 484 | 13.44 481 | 7.99 494 | 3.08 377 | 22.60 571 | 14.51 604 | 36.65 614 | 33.59 556 | 22.04 530 | 26.10 451 | 28.64 562 | 17.16 540 | 23.13 584 | 20.86 572 | 0.50 446 | 0.32 266 | 0.20 469 | 0.13 297 | 1.41 535 | 1.38 349 |
|
| DANet |  | 17.51 584 | 8.91 604 | 27.61 606 | 14.94 631 | 7.48 591 | 22.67 572 | 5.66 431 | 27.33 489 | 26.64 490 | 32.62 628 | 36.27 584 | 37.40 625 | 30.07 633 | 31.65 629 | 26.09 610 | 1.30 577 | 1.46 604 | 2.33 617 | 0.53 541 | 3.54 599 | 5.69 615 |
| Z Ling, K Yang, J Li, Y Zhang, X Gao, L Luo, L Xie: Domain-adaptive modules for stereo matching network. Neurocomputing 2021 |
| CBMV |   | 14.52 561 | 4.59 537 | 9.99 357 | 6.61 400 | 2.85 357 | 22.76 573 | 12.45 583 | 30.63 532 | 33.32 552 | 31.98 621 | 35.00 577 | 31.68 585 | 19.43 572 | 26.53 606 | 16.71 541 | 1.28 576 | 0.61 355 | 0.63 546 | 0.12 292 | 1.26 527 | 1.89 441 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| CBFPSM |  | 12.96 532 | 3.37 497 | 30.97 618 | 5.30 283 | 3.22 385 | 22.79 574 | 16.93 623 | 21.82 418 | 21.35 419 | 21.93 528 | 28.34 479 | 29.99 571 | 17.38 544 | 15.32 467 | 16.39 536 | 0.11 255 | 0.48 311 | 0.10 393 | 0.17 334 | 0.58 421 | 2.72 556 |
|
| S-Stereo |  | 17.36 582 | 4.46 533 | 22.16 591 | 12.58 612 | 9.10 628 | 23.07 575 | 12.60 585 | 33.18 573 | 46.12 635 | 22.78 538 | 38.67 603 | 29.04 565 | 27.48 617 | 19.40 538 | 23.90 590 | 3.14 622 | 3.13 652 | 0.88 570 | 1.95 623 | 3.77 603 | 9.86 656 |
|
| DGSMNet |  | 20.75 618 | 13.28 635 | 34.59 629 | 14.80 630 | 17.14 669 | 23.25 576 | 17.99 636 | 36.39 610 | 43.00 619 | 20.70 502 | 32.67 548 | 36.05 621 | 19.22 570 | 30.34 626 | 25.04 601 | 4.61 636 | 4.62 664 | 6.31 645 | 5.20 652 | 14.71 666 | 15.15 674 |
|
| ETE_ROB |  | 18.45 598 | 10.71 612 | 20.90 582 | 14.23 623 | 4.92 487 | 23.28 577 | 22.01 650 | 33.00 569 | 36.14 580 | 30.68 614 | 39.03 604 | 46.10 663 | 26.28 610 | 27.52 612 | 26.22 611 | 0.53 450 | 0.49 314 | 1.16 587 | 0.94 578 | 1.69 549 | 3.07 572 |
|
| edge stereo |  | 19.38 606 | 5.98 567 | 19.25 565 | 11.11 585 | 8.07 610 | 23.51 578 | 12.74 588 | 35.93 602 | 42.55 615 | 35.05 640 | 43.06 630 | 41.34 647 | 36.05 654 | 26.06 603 | 25.62 605 | 2.70 614 | 2.47 641 | 6.38 646 | 1.54 613 | 3.18 590 | 5.01 607 |
|
| RT-IGEV |  | 11.29 494 | 1.98 298 | 13.89 487 | 6.68 409 | 2.74 344 | 23.76 579 | 14.86 607 | 30.79 534 | 25.77 482 | 22.30 533 | 20.26 375 | 24.90 534 | 14.02 494 | 13.76 424 | 5.65 355 | 0.19 327 | 0.99 473 | 0.05 323 | 0.73 565 | 0.53 402 | 1.88 438 |
|
| AF-Net |  | 19.18 604 | 6.50 574 | 16.90 539 | 16.60 642 | 11.00 642 | 23.83 580 | 11.31 567 | 36.25 607 | 51.10 654 | 25.56 567 | 38.34 599 | 41.77 649 | 31.01 638 | 30.20 625 | 27.83 621 | 4.87 641 | 0.27 249 | 4.60 638 | 1.00 590 | 2.67 576 | 2.02 476 |
|
| SGM-Forest |  | 13.63 547 | 2.55 440 | 8.22 276 | 6.30 374 | 2.16 298 | 23.84 581 | 11.13 565 | 34.68 591 | 32.40 542 | 27.27 588 | 33.02 550 | 30.08 573 | 17.82 552 | 22.13 579 | 15.40 527 | 1.66 592 | 0.32 266 | 0.88 570 | 0.03 192 | 0.79 484 | 1.93 447 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| GCST |   | 37.71 683 | 41.51 686 | 27.28 605 | 92.08 723 | 36.49 688 | 24.16 582 | 0.99 114 | 26.00 465 | 20.14 409 | 26.34 579 | 15.80 313 | 19.97 482 | 4.67 234 | 17.54 514 | 5.83 365 | 80.93 717 | 35.32 695 | 87.67 723 | 74.76 713 | 73.87 713 | 42.93 698 |
|
| w-ln-seven-2 |  | 18.44 597 | 8.73 602 | 43.71 649 | 11.92 601 | 6.91 582 | 24.43 583 | 13.73 596 | 30.66 533 | 41.21 610 | 29.15 603 | 43.29 633 | 30.86 580 | 29.28 627 | 23.47 587 | 24.59 598 | 0.99 544 | 1.11 529 | 0.64 548 | 0.17 334 | 1.63 545 | 2.26 516 |
|
| FINET |  | 17.02 579 | 8.11 597 | 28.42 610 | 9.29 532 | 8.89 626 | 24.46 584 | 25.06 667 | 35.40 598 | 49.52 647 | 26.73 583 | 33.49 560 | 20.50 484 | 18.75 559 | 20.67 556 | 19.18 563 | 2.30 603 | 2.09 631 | 1.13 586 | 0.75 567 | 2.86 578 | 2.84 561 |
|
| NCCL2 |  | 17.94 591 | 7.94 594 | 16.87 538 | 24.07 667 | 7.60 596 | 24.52 585 | 17.08 627 | 35.42 599 | 26.65 491 | 32.01 622 | 38.57 600 | 41.96 651 | 27.61 618 | 22.24 580 | 24.43 596 | 0.65 485 | 0.33 272 | 2.64 624 | 2.13 625 | 2.28 570 | 3.86 592 |
|
| GANet |  | 17.85 588 | 5.41 556 | 14.79 501 | 11.91 600 | 4.73 479 | 24.54 586 | 17.04 626 | 41.01 644 | 34.96 570 | 33.06 629 | 45.84 645 | 39.83 638 | 29.19 626 | 24.71 595 | 22.45 580 | 1.34 578 | 0.41 293 | 1.09 581 | 0.70 563 | 2.15 565 | 1.89 441 |
|
| DDUNet |  | 23.49 638 | 20.59 659 | 17.13 541 | 24.58 668 | 22.45 678 | 24.86 587 | 17.96 635 | 31.42 546 | 31.06 531 | 29.59 605 | 37.81 593 | 37.85 629 | 26.39 612 | 25.77 601 | 18.74 558 | 18.99 679 | 8.10 678 | 26.65 683 | 11.80 677 | 19.41 676 | 18.58 679 |
|
| Wz-Net-LNSev |  | 19.04 603 | 11.48 621 | 43.55 648 | 10.82 577 | 8.01 609 | 24.96 588 | 17.46 631 | 34.72 592 | 44.36 626 | 33.43 632 | 44.72 641 | 32.54 593 | 24.13 596 | 21.64 577 | 24.38 595 | 0.93 535 | 0.22 232 | 0.00 1 | 0.03 192 | 1.44 538 | 1.99 471 |
|
| Anonymous3 |  | 10.07 453 | 4.14 525 | 31.49 621 | 9.77 545 | 5.11 499 | 25.00 589 | 11.85 576 | 25.20 458 | 19.24 402 | 10.80 287 | 14.78 302 | 7.92 274 | 8.68 378 | 14.40 438 | 6.12 370 | 3.25 623 | 1.40 591 | 0.08 369 | 0.06 244 | 0.81 489 | 1.30 334 |
|
| PWC_ROB |   | 19.21 605 | 12.15 630 | 28.02 608 | 11.02 584 | 6.62 574 | 25.15 590 | 5.47 428 | 36.42 611 | 49.47 645 | 33.19 630 | 44.32 638 | 34.98 616 | 26.66 615 | 32.22 632 | 27.30 619 | 1.71 594 | 0.27 249 | 1.62 603 | 0.37 490 | 2.38 573 | 4.90 606 |
|
| psmorigin |  | 21.56 621 | 11.18 617 | 36.59 634 | 10.19 554 | 7.08 586 | 25.30 591 | 12.35 580 | 33.52 578 | 33.12 551 | 43.62 663 | 54.15 673 | 42.72 652 | 37.44 657 | 36.87 653 | 28.98 630 | 1.65 591 | 2.78 647 | 0.81 565 | 1.19 600 | 3.62 600 | 8.10 643 |
|
| YMNet |  | 16.35 573 | 6.51 575 | 23.16 597 | 11.45 591 | 8.85 623 | 25.42 592 | 8.89 518 | 32.99 567 | 32.63 547 | 34.40 637 | 39.12 605 | 34.27 611 | 17.43 546 | 20.90 560 | 22.93 581 | 0.93 535 | 1.30 572 | 1.21 590 | 0.94 578 | 1.77 552 | 1.81 421 |
|
| YMNet_1 |  | 16.35 573 | 6.51 575 | 23.16 597 | 11.45 591 | 8.85 623 | 25.42 592 | 8.89 518 | 32.99 567 | 32.63 547 | 34.40 637 | 39.12 605 | 34.27 611 | 17.43 546 | 20.90 560 | 22.93 581 | 0.93 535 | 1.30 572 | 1.21 590 | 0.94 578 | 1.77 552 | 1.81 421 |
|
| StereoDRNet |  | 16.00 571 | 5.45 557 | 16.67 535 | 11.34 590 | 8.74 621 | 25.62 594 | 11.07 563 | 40.40 643 | 37.03 582 | 29.77 606 | 30.04 503 | 34.35 614 | 19.09 566 | 19.81 540 | 25.28 602 | 0.65 485 | 0.30 263 | 0.16 450 | 0.14 310 | 1.80 554 | 2.33 526 |
|
| Syn2CoEx |  | 17.68 587 | 11.86 624 | 28.39 609 | 20.88 654 | 8.24 615 | 25.66 595 | 12.35 580 | 37.57 622 | 33.60 557 | 29.57 604 | 39.80 610 | 30.02 572 | 28.00 620 | 19.91 541 | 18.91 559 | 1.14 566 | 0.53 327 | 1.23 594 | 0.46 523 | 1.97 559 | 3.61 583 |
|
| PWCDC_ROB |   | 18.66 599 | 11.24 618 | 21.32 584 | 18.82 648 | 8.08 611 | 25.75 596 | 6.94 480 | 35.08 594 | 53.33 659 | 30.37 613 | 49.70 658 | 20.87 490 | 21.63 591 | 31.05 628 | 22.39 578 | 6.94 653 | 0.28 256 | 0.10 393 | 0.06 244 | 5.98 628 | 3.22 576 |
|
| CSP-Net |  | 13.41 544 | 3.62 512 | 11.03 416 | 6.62 401 | 4.07 430 | 25.76 597 | 9.61 537 | 29.66 517 | 27.14 496 | 29.97 609 | 33.42 558 | 29.84 569 | 17.23 541 | 20.64 554 | 16.03 534 | 1.12 563 | 0.41 293 | 0.03 294 | 0.00 1 | 0.75 477 | 1.29 332 |
|
| UNet |  | 13.18 539 | 2.47 429 | 14.45 497 | 7.45 464 | 7.82 604 | 26.01 598 | 4.67 405 | 34.38 587 | 29.42 516 | 20.90 508 | 31.81 533 | 26.68 553 | 18.98 564 | 21.08 568 | 15.56 529 | 0.21 338 | 0.06 123 | 0.27 493 | 0.09 272 | 0.37 325 | 1.01 263 |
|
| Wz-Net-LNSev-Ref |  | 16.12 572 | 4.56 534 | 29.46 612 | 7.78 484 | 6.11 557 | 26.08 599 | 13.01 590 | 31.08 539 | 37.61 587 | 27.66 590 | 46.96 650 | 29.92 570 | 15.40 512 | 21.54 575 | 22.39 578 | 1.09 558 | 0.05 94 | 0.10 393 | 0.00 1 | 0.43 363 | 1.21 317 |
|
| AANet |  | 26.03 657 | 27.00 671 | 71.71 699 | 8.86 520 | 7.85 605 | 26.11 600 | 11.58 574 | 32.77 565 | 57.18 675 | 56.48 683 | 52.01 661 | 47.62 668 | 41.29 670 | 26.32 605 | 37.01 655 | 3.31 624 | 1.59 614 | 1.01 578 | 0.62 556 | 4.17 606 | 6.10 620 |
|
| TCMNet |  | 15.72 568 | 7.51 588 | 21.42 585 | 14.39 624 | 12.57 652 | 26.22 601 | 13.91 598 | 30.23 528 | 36.03 579 | 25.57 568 | 31.73 530 | 23.65 519 | 15.35 511 | 19.98 543 | 24.06 591 | 1.44 581 | 0.67 373 | 2.04 611 | 0.99 589 | 3.41 595 | 3.26 578 |
|
| CRFU-Net |  | 13.32 543 | 3.53 505 | 12.90 472 | 8.76 518 | 6.05 554 | 26.25 602 | 10.15 548 | 25.86 463 | 14.68 330 | 30.76 615 | 30.58 511 | 30.11 574 | 21.59 590 | 20.52 553 | 20.28 568 | 1.53 584 | 0.48 311 | 0.27 493 | 0.16 329 | 0.64 448 | 1.28 329 |
|
| Nwc_Net |  | 18.76 600 | 5.80 560 | 19.91 573 | 14.99 633 | 11.96 648 | 26.32 603 | 15.90 614 | 41.68 649 | 40.50 604 | 21.85 527 | 43.58 634 | 34.89 615 | 29.47 629 | 27.48 611 | 26.34 612 | 3.75 629 | 0.27 249 | 2.55 623 | 3.31 636 | 2.25 568 | 2.46 539 |
|
| MMNet |  | 13.55 545 | 2.82 459 | 13.90 488 | 7.63 473 | 6.36 570 | 26.45 604 | 4.63 403 | 24.00 448 | 42.67 617 | 26.25 578 | 33.12 554 | 20.98 491 | 19.45 573 | 20.14 546 | 19.49 564 | 0.75 499 | 0.54 331 | 0.11 414 | 0.01 132 | 0.53 402 | 1.10 290 |
|
| SHD |  | 22.33 630 | 11.30 619 | 32.10 622 | 15.61 635 | 9.88 634 | 26.75 605 | 10.12 547 | 41.84 650 | 61.77 688 | 36.36 643 | 44.65 640 | 39.28 634 | 31.10 639 | 35.07 639 | 32.76 646 | 2.35 604 | 1.95 627 | 1.24 596 | 1.90 622 | 4.33 610 | 6.34 623 |
|
| EDNetEfficientorigin |  | 29.50 667 | 36.05 682 | 99.77 732 | 9.67 541 | 5.93 548 | 26.79 606 | 16.02 615 | 26.87 483 | 55.18 665 | 61.15 688 | 57.72 679 | 45.04 658 | 50.99 684 | 26.90 609 | 44.78 682 | 0.53 450 | 0.54 331 | 1.72 605 | 2.53 630 | 11.05 656 | 10.75 661 |
|
| Anonymous_2 |  | 15.61 566 | 7.12 580 | 18.63 559 | 6.49 388 | 7.98 606 | 26.94 607 | 11.93 577 | 19.48 381 | 18.48 392 | 18.25 457 | 15.95 315 | 24.18 524 | 21.32 586 | 21.17 571 | 15.94 532 | 10.88 666 | 13.80 682 | 11.19 666 | 25.13 687 | 10.92 655 | 6.42 626 |
|
| zh-sn7 |  | 23.82 642 | 16.94 647 | 52.41 662 | 14.57 627 | 8.11 613 | 26.98 608 | 24.39 665 | 37.04 619 | 49.49 646 | 34.43 639 | 52.44 663 | 33.79 606 | 35.37 652 | 40.92 669 | 39.03 665 | 0.86 523 | 0.93 445 | 0.55 539 | 0.40 511 | 3.27 594 | 4.37 596 |
|
| ADCRef |  | 18.01 592 | 8.01 595 | 44.10 650 | 10.75 574 | 8.85 623 | 27.18 609 | 11.06 562 | 31.77 552 | 34.40 564 | 31.90 620 | 42.45 624 | 18.79 467 | 21.55 589 | 25.18 599 | 35.17 651 | 1.03 552 | 0.42 299 | 2.18 613 | 1.79 618 | 1.38 533 | 2.27 518 |
|
| hitnet-ft |   | 12.59 524 | 3.03 478 | 7.87 263 | 7.49 469 | 4.20 440 | 27.41 610 | 3.75 368 | 23.41 443 | 24.15 459 | 21.14 515 | 34.12 569 | 31.93 590 | 19.74 575 | 20.28 548 | 18.13 550 | 0.54 456 | 1.45 602 | 0.35 517 | 0.09 272 | 1.26 527 | 1.41 357 |
|
| PASM |  | 29.37 666 | 19.17 654 | 50.43 660 | 23.55 665 | 23.15 680 | 27.62 611 | 27.82 673 | 35.90 601 | 50.76 650 | 35.98 642 | 40.55 614 | 47.26 667 | 34.98 650 | 35.28 640 | 38.72 663 | 12.58 676 | 15.96 686 | 17.57 675 | 22.46 686 | 13.71 663 | 13.92 671 |
|
| DISCO |  | 16.93 577 | 2.58 443 | 17.15 542 | 8.26 502 | 4.37 454 | 27.65 612 | 10.68 554 | 31.28 544 | 44.93 630 | 22.21 532 | 34.47 573 | 36.48 622 | 23.91 595 | 36.14 643 | 34.48 648 | 0.35 394 | 0.11 182 | 0.04 312 | 0.07 254 | 1.95 558 | 1.40 354 |
|
| zh-mn7 |  | 22.69 633 | 14.64 639 | 55.04 667 | 11.01 583 | 5.85 542 | 27.67 613 | 15.65 611 | 35.14 597 | 57.38 676 | 40.62 655 | 57.78 680 | 31.22 581 | 25.60 606 | 36.79 652 | 32.55 645 | 1.50 583 | 0.57 343 | 0.24 485 | 0.22 372 | 1.40 534 | 3.02 570 |
|
| ADCMid |  | 23.61 641 | 12.42 632 | 44.10 650 | 11.85 599 | 8.33 617 | 27.89 614 | 20.03 645 | 36.49 612 | 39.56 601 | 40.81 656 | 47.01 651 | 36.89 623 | 43.95 675 | 39.12 663 | 42.60 676 | 1.95 596 | 1.55 611 | 3.05 628 | 3.98 642 | 5.20 618 | 5.37 612 |
|
| LALA_ROB |  | 19.82 609 | 8.32 598 | 18.64 560 | 13.59 619 | 5.79 536 | 28.03 615 | 23.44 657 | 43.09 656 | 37.57 586 | 33.91 636 | 41.55 618 | 50.73 675 | 25.61 607 | 29.09 618 | 27.30 619 | 0.73 496 | 0.67 373 | 2.08 612 | 1.42 608 | 2.70 577 | 2.12 499 |
|
| Wz-Net-SNSev |  | 23.35 637 | 18.18 652 | 47.37 655 | 14.55 626 | 8.63 619 | 28.33 616 | 29.16 677 | 39.88 639 | 55.80 669 | 32.16 624 | 53.91 671 | 39.35 635 | 24.42 597 | 27.60 613 | 38.11 659 | 1.06 555 | 0.24 239 | 1.20 589 | 0.95 583 | 3.16 589 | 2.93 566 |
|
| fast-acv-ft |  | 14.96 563 | 4.73 541 | 17.68 546 | 8.03 496 | 5.27 507 | 28.61 617 | 9.97 545 | 26.25 473 | 35.58 577 | 26.03 574 | 38.02 596 | 31.91 589 | 21.50 587 | 19.25 536 | 21.18 573 | 0.61 474 | 0.38 281 | 0.63 546 | 0.48 530 | 1.31 529 | 1.73 410 |
|
| MaskLacGwcNet_RVC |  | 17.56 585 | 17.23 650 | 20.10 575 | 12.02 604 | 6.91 582 | 28.81 618 | 11.45 571 | 41.35 646 | 21.95 430 | 30.13 611 | 34.66 574 | 32.04 591 | 11.30 426 | 21.04 566 | 16.43 537 | 8.91 658 | 2.67 644 | 12.29 667 | 0.84 572 | 12.72 661 | 8.43 646 |
|
| RTSC |  | 20.52 613 | 11.06 615 | 33.58 627 | 12.11 606 | 7.19 588 | 28.90 619 | 11.99 578 | 38.49 628 | 58.85 682 | 32.22 625 | 37.28 589 | 33.11 600 | 21.14 584 | 36.93 654 | 38.84 664 | 1.49 582 | 1.50 607 | 0.15 440 | 0.64 558 | 2.18 566 | 2.67 552 |
|
| PSMNet_ROB |  | 17.59 586 | 6.52 577 | 16.27 530 | 14.43 625 | 7.71 600 | 29.22 620 | 33.59 685 | 43.94 662 | 38.52 596 | 24.74 560 | 33.46 559 | 34.17 610 | 17.29 543 | 18.52 529 | 25.68 606 | 0.40 413 | 0.29 258 | 0.96 575 | 2.22 626 | 2.03 561 | 1.81 421 |
|
| DRN-Test |  | 16.60 575 | 4.76 542 | 16.90 539 | 10.75 574 | 8.16 614 | 29.42 621 | 14.37 599 | 43.26 659 | 39.35 599 | 28.93 602 | 35.46 578 | 29.03 564 | 20.11 578 | 20.78 557 | 24.51 597 | 0.94 538 | 0.93 445 | 0.46 528 | 0.35 478 | 1.42 537 | 2.12 499 |
|
| GwcNet |   | 17.31 580 | 6.61 578 | 23.02 595 | 10.83 578 | 8.63 619 | 29.48 622 | 10.80 557 | 39.37 637 | 45.73 632 | 24.16 555 | 37.85 595 | 31.50 583 | 21.81 592 | 21.37 572 | 27.25 618 | 0.81 514 | 0.88 432 | 0.57 542 | 0.46 523 | 1.54 544 | 3.61 583 |
|
| ADCP+ |  | 18.93 601 | 5.83 562 | 35.35 631 | 9.85 546 | 10.36 637 | 29.49 623 | 13.65 595 | 34.22 585 | 37.75 589 | 30.02 610 | 41.45 617 | 24.18 524 | 26.43 614 | 34.71 637 | 36.58 654 | 0.27 368 | 0.40 286 | 2.00 610 | 1.19 600 | 2.31 571 | 2.66 550 |
|
| w-ln-seven |  | 21.91 626 | 10.67 611 | 57.04 675 | 12.00 603 | 10.37 638 | 30.36 624 | 19.88 644 | 37.81 624 | 56.05 671 | 37.35 647 | 44.23 637 | 33.79 606 | 24.77 599 | 23.92 591 | 31.80 643 | 0.77 505 | 0.34 274 | 0.85 569 | 0.20 362 | 2.88 579 | 3.10 574 |
|
| NVstereo2D |  | 15.77 569 | 4.01 521 | 17.73 547 | 9.96 548 | 8.10 612 | 30.36 624 | 9.52 532 | 43.10 657 | 43.12 620 | 15.45 377 | 28.03 474 | 23.46 516 | 16.84 536 | 24.62 593 | 17.06 543 | 3.35 625 | 0.87 430 | 1.76 606 | 1.13 597 | 7.76 636 | 9.19 651 |
|
| DStereoSA |  | 27.51 661 | 16.95 648 | 39.62 640 | 24.04 666 | 14.80 659 | 30.48 626 | 23.73 661 | 50.41 680 | 60.07 685 | 27.79 594 | 38.11 597 | 30.59 579 | 39.26 660 | 39.62 665 | 28.37 623 | 8.40 657 | 8.74 679 | 15.41 670 | 11.82 678 | 23.60 681 | 18.34 678 |
|
| APVNet |  | 18.42 596 | 6.37 573 | 23.10 596 | 12.76 615 | 8.28 616 | 30.74 627 | 24.17 663 | 42.08 652 | 30.76 529 | 25.86 573 | 41.66 619 | 31.83 588 | 24.99 601 | 28.01 615 | 28.77 627 | 0.49 442 | 0.57 343 | 3.05 628 | 0.55 548 | 1.80 554 | 2.46 539 |
|
| SQANet |  | 22.07 628 | 25.29 670 | 21.78 587 | 26.81 671 | 18.92 673 | 30.75 628 | 10.25 549 | 33.47 576 | 30.10 520 | 25.73 570 | 34.31 571 | 33.45 604 | 19.94 577 | 29.16 620 | 20.03 567 | 11.68 670 | 3.08 651 | 26.95 684 | 5.80 655 | 20.97 678 | 12.99 668 |
|
| MSAF-DinoV2 |  | 21.31 620 | 8.93 605 | 27.84 607 | 12.03 605 | 5.14 502 | 30.91 629 | 17.73 632 | 40.05 641 | 55.15 664 | 22.96 540 | 32.01 535 | 48.05 670 | 31.88 642 | 38.57 661 | 41.67 672 | 0.94 538 | 0.49 314 | 0.45 526 | 1.22 603 | 4.83 615 | 5.39 613 |
|
| GANetREF_RVC |   | 26.12 658 | 30.35 675 | 27.03 604 | 26.08 669 | 6.28 569 | 31.16 630 | 37.25 689 | 48.48 675 | 50.90 653 | 37.30 646 | 36.39 585 | 34.11 609 | 30.98 637 | 38.51 660 | 28.38 624 | 9.08 659 | 2.68 645 | 16.48 672 | 5.42 654 | 16.24 671 | 9.34 652 |
| 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 |
| FBW_ROB |  | 21.87 625 | 11.80 623 | 25.52 600 | 14.64 628 | 7.49 592 | 31.20 631 | 16.35 619 | 45.28 668 | 44.78 629 | 44.85 668 | 40.36 613 | 43.50 654 | 27.85 619 | 34.94 638 | 23.52 585 | 3.07 620 | 2.15 636 | 7.53 657 | 3.03 635 | 4.30 609 | 5.17 610 |
|
| AnyNet_C32 |  | 24.34 643 | 15.07 642 | 42.84 646 | 13.07 617 | 11.83 646 | 31.80 632 | 31.73 682 | 32.47 558 | 45.77 633 | 35.92 641 | 49.66 657 | 34.05 608 | 35.21 651 | 44.09 675 | 43.39 680 | 1.61 589 | 1.70 617 | 1.22 593 | 2.94 634 | 4.87 616 | 7.60 636 |
|
| DStereoFS |  | 28.34 664 | 22.11 664 | 31.39 620 | 19.66 652 | 13.66 657 | 31.81 633 | 16.21 617 | 51.57 683 | 48.70 641 | 36.67 645 | 45.44 643 | 37.43 626 | 42.50 673 | 52.87 690 | 35.33 652 | 9.14 660 | 7.23 675 | 16.25 671 | 9.82 672 | 19.63 677 | 19.47 682 |
|
| ADCS |  | 27.11 660 | 15.49 644 | 48.87 658 | 15.20 634 | 10.99 641 | 31.86 634 | 24.37 664 | 43.99 663 | 58.30 680 | 43.12 661 | 49.92 659 | 41.90 650 | 41.43 671 | 42.90 674 | 46.29 684 | 3.00 619 | 2.60 642 | 2.45 622 | 3.47 637 | 7.63 634 | 8.41 645 |
|
| UDG |  | 22.21 629 | 15.90 646 | 16.41 531 | 21.71 657 | 20.17 674 | 32.51 635 | 13.78 597 | 36.62 613 | 35.77 578 | 26.64 582 | 31.43 524 | 37.49 627 | 32.33 645 | 22.77 582 | 21.19 574 | 11.08 668 | 5.60 669 | 23.12 678 | 7.74 662 | 17.07 673 | 14.89 673 |
|
| CC-Net-ROB |  | 22.73 634 | 23.99 667 | 30.57 617 | 14.72 629 | 8.91 627 | 32.98 636 | 16.17 616 | 46.75 672 | 37.29 584 | 33.88 635 | 32.33 544 | 35.48 619 | 25.00 602 | 24.75 596 | 28.78 628 | 9.60 663 | 3.03 650 | 25.33 681 | 3.87 641 | 14.82 667 | 6.33 622 |
|
| LE_ROB |  | 23.59 640 | 4.64 540 | 16.84 537 | 8.59 512 | 3.05 375 | 33.01 637 | 18.53 639 | 28.96 507 | 67.40 700 | 70.71 701 | 55.67 678 | 48.44 671 | 48.90 681 | 26.06 603 | 37.98 658 | 0.44 428 | 0.24 239 | 0.27 493 | 0.54 544 | 0.49 392 | 0.98 257 |
|
| DispFullNet |  | 31.01 672 | 32.97 677 | 59.04 681 | 30.27 676 | 28.46 682 | 33.06 638 | 11.44 570 | 37.69 623 | 54.13 660 | 33.30 631 | 37.78 592 | 44.68 657 | 28.96 625 | 42.19 673 | 29.68 636 | 12.35 674 | 3.56 656 | 36.10 689 | 12.90 680 | 32.29 688 | 19.42 681 |
|
| NaN_ROB |  | 17.35 581 | 7.91 592 | 18.84 561 | 11.29 588 | 4.93 488 | 33.28 639 | 20.75 647 | 38.10 627 | 43.81 622 | 30.28 612 | 31.53 527 | 32.88 597 | 20.88 583 | 29.10 619 | 17.85 549 | 0.40 413 | 0.43 301 | 0.31 511 | 0.44 519 | 0.98 508 | 3.03 571 |
|
| SANet |  | 22.05 627 | 8.47 600 | 32.65 625 | 9.90 547 | 4.31 450 | 33.49 640 | 23.44 657 | 42.82 655 | 56.64 673 | 39.67 654 | 44.09 636 | 44.62 656 | 32.96 646 | 29.24 622 | 25.79 607 | 1.08 556 | 0.74 389 | 0.98 577 | 0.69 561 | 5.69 625 | 3.66 588 |
|
| LSM |  | 30.92 669 | 21.18 661 | 57.13 677 | 19.98 653 | 54.02 699 | 33.70 641 | 25.92 669 | 43.87 661 | 49.18 643 | 46.43 670 | 55.59 677 | 43.44 653 | 36.70 656 | 36.70 650 | 28.75 626 | 2.94 615 | 9.77 680 | 5.07 639 | 8.20 666 | 10.77 652 | 29.00 687 |
|
| z-mn7 |  | 21.81 624 | 11.53 622 | 47.41 656 | 11.79 598 | 5.69 531 | 34.28 642 | 15.73 612 | 36.31 608 | 57.93 678 | 27.24 587 | 53.82 668 | 32.35 592 | 26.33 611 | 36.69 649 | 33.32 647 | 1.02 550 | 0.41 293 | 0.54 537 | 0.11 288 | 1.72 551 | 1.92 446 |
|
| CSAN |  | 22.36 631 | 11.11 616 | 26.06 603 | 21.79 658 | 5.59 527 | 34.55 643 | 36.54 687 | 40.04 640 | 50.84 652 | 37.47 648 | 40.31 612 | 45.09 659 | 33.07 647 | 27.44 610 | 25.80 608 | 1.60 588 | 0.75 395 | 1.08 580 | 1.80 619 | 2.89 580 | 3.36 581 |
|
| WCMA_ROB |  | 21.17 619 | 5.89 565 | 22.32 593 | 10.39 564 | 7.65 598 | 34.55 643 | 16.42 620 | 33.20 574 | 34.02 561 | 42.06 659 | 52.50 664 | 44.09 655 | 37.59 658 | 33.66 635 | 26.77 615 | 7.45 656 | 3.18 653 | 1.27 597 | 1.43 609 | 4.18 607 | 4.81 603 |
|
| PVD |  | 34.10 676 | 19.91 656 | 39.04 637 | 27.08 672 | 18.09 671 | 35.11 645 | 44.32 695 | 52.16 684 | 66.36 697 | 53.04 680 | 64.50 690 | 52.33 678 | 56.17 690 | 52.24 688 | 42.11 674 | 4.17 633 | 4.82 665 | 9.60 661 | 4.65 648 | 11.11 657 | 25.25 685 |
|
| Selective-IGEV-i16pb |  | 12.75 529 | 2.16 360 | 18.89 562 | 7.00 437 | 2.16 298 | 35.35 646 | 10.60 553 | 32.86 566 | 36.33 581 | 14.92 364 | 26.97 464 | 19.40 475 | 10.85 412 | 16.60 496 | 13.23 512 | 2.56 610 | 1.00 481 | 0.51 535 | 0.95 583 | 1.16 521 | 1.45 365 |
|
| MSMD_ROB |  | 23.50 639 | 10.55 610 | 15.65 524 | 17.87 647 | 10.07 635 | 35.58 647 | 19.04 641 | 34.53 589 | 37.81 590 | 41.55 658 | 60.11 683 | 46.01 662 | 39.81 665 | 32.74 633 | 24.92 600 | 6.86 652 | 3.63 658 | 8.92 660 | 11.16 676 | 7.21 632 | 5.99 619 |
|
| NVStereoNet_ROB |  | 42.81 688 | 34.00 678 | 46.84 654 | 37.40 681 | 28.64 683 | 35.65 648 | 33.88 686 | 49.95 677 | 58.27 679 | 69.65 700 | 75.69 705 | 66.36 696 | 65.66 698 | 48.37 679 | 62.04 704 | 16.50 677 | 25.07 689 | 23.61 680 | 32.35 691 | 21.58 679 | 24.72 684 |
| Nikolai Smolyanskiy, Alexey Kamenev, Stan Birchfield: On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach. Arxiv |
| coex-ft |  | 31.29 673 | 39.15 685 | 93.51 721 | 9.71 544 | 5.77 535 | 36.25 649 | 26.79 672 | 31.43 547 | 59.45 683 | 73.35 705 | 58.73 681 | 45.49 660 | 48.48 680 | 30.19 624 | 46.52 686 | 1.59 585 | 1.71 618 | 0.94 574 | 0.97 587 | 9.43 645 | 6.35 625 |
|
| Selective-IGEV-i16pc |  | 10.31 464 | 2.09 331 | 16.09 529 | 6.24 367 | 1.71 239 | 36.66 650 | 11.25 566 | 20.25 397 | 27.75 502 | 10.40 276 | 21.87 406 | 15.56 413 | 6.93 340 | 14.75 454 | 8.45 428 | 2.59 611 | 0.94 448 | 0.26 490 | 0.53 541 | 0.78 481 | 1.08 284 |
|
| stereogan |  | 19.38 606 | 4.02 522 | 18.62 558 | 13.54 618 | 10.30 636 | 37.03 651 | 9.83 541 | 39.12 634 | 46.13 636 | 25.09 566 | 41.76 621 | 40.01 639 | 27.19 616 | 32.16 630 | 25.48 603 | 2.44 608 | 1.13 533 | 2.70 626 | 0.86 573 | 5.45 622 | 4.81 603 |
|
| ADCPNet |  | 22.75 635 | 10.94 614 | 58.96 680 | 12.24 610 | 7.57 594 | 37.33 652 | 20.08 646 | 33.89 579 | 37.37 585 | 33.49 633 | 44.32 638 | 39.36 636 | 28.43 622 | 32.19 631 | 38.55 662 | 2.25 600 | 2.69 646 | 2.37 620 | 3.59 639 | 4.33 610 | 5.01 607 |
|
| XQC |  | 25.15 650 | 18.26 653 | 52.31 661 | 22.53 664 | 12.15 649 | 37.47 653 | 21.78 649 | 38.74 631 | 55.51 668 | 32.40 626 | 30.75 515 | 38.36 630 | 30.19 635 | 38.28 657 | 41.25 671 | 4.61 636 | 1.44 601 | 2.77 627 | 2.26 627 | 12.52 660 | 9.49 653 |
|
| PDISCO_ROB |  | 25.35 653 | 10.44 608 | 31.01 619 | 29.47 675 | 20.36 675 | 38.32 654 | 17.74 633 | 45.56 669 | 55.34 666 | 29.88 608 | 42.94 629 | 46.63 664 | 29.76 631 | 36.23 644 | 31.29 642 | 10.74 665 | 2.20 638 | 6.96 651 | 3.53 638 | 9.98 650 | 8.52 647 |
|
| FC-DCNN |   | 25.07 648 | 12.06 628 | 20.30 577 | 19.06 650 | 9.41 629 | 38.40 655 | 23.46 659 | 41.37 647 | 44.07 624 | 46.76 671 | 53.99 672 | 50.49 673 | 39.32 662 | 36.43 648 | 29.46 633 | 7.40 655 | 3.39 654 | 6.15 643 | 5.01 650 | 8.05 638 | 6.83 631 |
|
| ccnet |  | 24.80 647 | 17.64 651 | 24.53 599 | 12.35 611 | 18.18 672 | 38.47 656 | 17.76 634 | 46.24 670 | 32.78 550 | 37.51 649 | 46.76 647 | 38.80 632 | 30.45 636 | 38.35 658 | 41.98 673 | 9.41 662 | 6.40 671 | 9.67 662 | 8.04 663 | 11.64 659 | 9.00 649 |
|
| MeshStereo |   | 22.95 636 | 7.84 591 | 12.46 464 | 8.13 501 | 5.20 503 | 38.49 657 | 13.36 594 | 42.69 654 | 38.05 592 | 51.34 677 | 53.82 668 | 58.22 683 | 43.29 674 | 38.42 659 | 29.59 634 | 2.96 617 | 2.84 649 | 3.11 630 | 2.33 628 | 3.12 587 | 3.65 587 |
| 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 |
| light-stereo |  | 42.25 687 | 30.78 676 | 57.20 678 | 55.59 692 | 50.18 694 | 38.55 658 | 18.93 640 | 47.48 673 | 51.14 655 | 53.98 681 | 55.09 675 | 62.87 691 | 36.58 655 | 49.46 680 | 34.56 649 | 35.07 688 | 27.20 692 | 21.05 677 | 28.93 689 | 47.11 692 | 43.17 699 |
|
| FC-DCNN v2 |   | 25.13 649 | 12.03 626 | 19.82 572 | 19.08 651 | 9.43 630 | 38.89 659 | 23.42 656 | 41.85 651 | 44.02 623 | 46.96 672 | 54.51 674 | 50.70 674 | 39.69 664 | 36.34 645 | 29.25 632 | 7.36 654 | 3.39 654 | 6.17 644 | 5.02 651 | 8.00 637 | 6.71 629 |
|
| Wz-Net-MNSev |  | 19.84 610 | 7.55 589 | 35.79 632 | 10.79 576 | 7.51 593 | 38.96 660 | 18.39 638 | 35.08 594 | 44.72 628 | 31.28 617 | 41.70 620 | 41.18 646 | 20.49 580 | 28.41 616 | 30.13 639 | 0.96 543 | 0.36 279 | 0.05 323 | 0.13 297 | 1.70 550 | 1.64 397 |
|
| WZ-Net |  | 25.86 656 | 14.23 637 | 64.17 685 | 15.77 636 | 10.61 640 | 39.36 661 | 28.01 674 | 41.38 648 | 54.97 662 | 28.82 601 | 53.68 667 | 40.90 643 | 30.14 634 | 37.91 656 | 42.98 679 | 1.59 585 | 0.49 314 | 0.73 554 | 0.95 583 | 5.43 621 | 5.12 609 |
|
| SGM_RVC |   | 20.33 612 | 3.24 489 | 8.92 299 | 7.20 454 | 1.62 224 | 39.61 662 | 17.01 625 | 39.11 633 | 35.12 572 | 46.26 669 | 42.62 627 | 51.57 677 | 39.45 663 | 39.66 666 | 29.87 637 | 1.16 568 | 0.37 280 | 0.55 539 | 0.35 478 | 1.20 522 | 1.64 397 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| FCDSN-DC |  | 26.18 659 | 15.77 645 | 20.36 578 | 28.79 674 | 15.78 664 | 40.13 663 | 19.12 642 | 43.57 660 | 42.59 616 | 44.78 667 | 52.51 665 | 50.73 675 | 40.32 667 | 35.32 641 | 28.55 625 | 6.41 648 | 3.61 657 | 7.11 653 | 6.54 656 | 10.58 651 | 10.93 664 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| MFN_U_SF_DS_RVC |  | 24.71 645 | 14.86 641 | 32.18 623 | 26.47 670 | 10.48 639 | 40.27 664 | 22.83 652 | 36.88 618 | 44.51 627 | 42.59 660 | 47.13 652 | 40.20 641 | 28.00 620 | 36.70 650 | 28.36 622 | 4.23 634 | 4.00 662 | 6.73 650 | 16.35 684 | 5.05 617 | 6.34 623 |
|
| ADCL |  | 22.44 632 | 7.79 590 | 49.20 659 | 10.61 572 | 7.28 590 | 40.40 665 | 21.03 648 | 32.07 556 | 55.07 663 | 28.53 598 | 48.73 653 | 31.68 585 | 31.69 641 | 34.04 636 | 38.38 660 | 1.22 573 | 0.93 445 | 2.65 625 | 1.89 621 | 2.65 575 | 2.94 567 |
|
| MFN_U_SF_RVC |  | 28.91 665 | 15.44 643 | 55.12 669 | 22.00 660 | 8.49 618 | 41.39 666 | 15.36 610 | 52.74 686 | 46.70 638 | 47.83 673 | 53.87 670 | 54.97 680 | 40.50 668 | 39.54 664 | 40.77 669 | 6.09 646 | 4.92 666 | 7.08 652 | 9.02 669 | 7.68 635 | 8.69 648 |
|
| LRCNet_RVC |  | 73.95 712 | 70.63 704 | 75.65 703 | 77.92 705 | 60.69 706 | 41.66 667 | 16.24 618 | 71.26 707 | 48.66 640 | 88.23 722 | 93.84 725 | 90.11 723 | 82.18 715 | 80.69 719 | 61.88 702 | 97.09 731 | 72.20 720 | 96.71 730 | 97.62 731 | 77.99 716 | 77.70 718 |
|
| xyz-stereo |  | 13.76 550 | 1.43 167 | 40.88 642 | 3.14 76 | 0.83 91 | 42.24 668 | 4.68 406 | 14.87 290 | 26.49 489 | 23.70 548 | 37.20 588 | 30.36 576 | 19.90 576 | 18.77 532 | 9.23 444 | 0.28 371 | 0.03 65 | 0.64 548 | 0.03 192 | 0.20 215 | 0.32 58 |
|
| Wz-Net-TNSev |  | 25.85 655 | 21.47 662 | 59.51 682 | 10.38 563 | 7.64 597 | 42.40 669 | 23.33 655 | 35.97 604 | 54.36 661 | 36.56 644 | 43.26 632 | 45.90 661 | 41.27 669 | 37.81 655 | 37.10 656 | 2.35 604 | 1.90 626 | 0.77 557 | 1.34 607 | 5.89 627 | 7.75 638 |
|
| MonStereo1 |  | 46.09 689 | 34.58 679 | 56.32 672 | 34.09 679 | 32.26 685 | 43.96 670 | 18.17 637 | 50.50 681 | 57.55 677 | 51.51 678 | 64.67 691 | 70.37 697 | 54.67 689 | 50.74 683 | 54.45 696 | 54.81 701 | 15.31 685 | 55.16 698 | 36.55 694 | 43.82 691 | 42.26 697 |
|
| MDST_ROB |  | 18.99 602 | 3.23 487 | 15.81 526 | 14.15 622 | 6.98 584 | 44.89 671 | 16.81 622 | 43.19 658 | 42.83 618 | 43.71 664 | 43.84 635 | 28.79 563 | 19.02 565 | 30.64 627 | 18.70 557 | 1.84 595 | 0.84 419 | 0.69 552 | 0.47 529 | 0.71 466 | 2.61 548 |
|
| Consistency-Raft |  | 41.94 685 | 35.39 680 | 45.40 652 | 33.16 678 | 41.47 692 | 45.14 672 | 33.50 684 | 56.78 693 | 55.37 667 | 32.11 623 | 65.41 693 | 30.46 578 | 49.76 682 | 40.94 670 | 48.33 690 | 27.72 686 | 35.00 694 | 43.33 691 | 51.89 703 | 39.60 690 | 28.04 686 |
|
| SGM-ForestM |  | 25.21 652 | 4.80 543 | 13.50 483 | 8.68 515 | 3.74 409 | 46.85 673 | 22.04 651 | 46.25 671 | 51.32 657 | 51.28 676 | 52.07 662 | 62.64 690 | 47.13 679 | 46.05 677 | 36.30 653 | 1.99 597 | 2.25 639 | 1.21 590 | 1.24 604 | 1.65 548 | 3.21 575 |
|
| RYNet |  | 19.73 608 | 5.52 558 | 18.58 557 | 11.63 594 | 15.84 665 | 47.05 674 | 17.28 628 | 38.60 629 | 49.19 644 | 27.71 591 | 27.46 467 | 38.63 631 | 26.42 613 | 20.79 558 | 32.08 644 | 0.73 496 | 0.59 352 | 0.97 576 | 0.16 329 | 7.40 633 | 8.04 641 |
|
| ACVNet-4b |  | 36.91 682 | 52.81 691 | 57.04 675 | 42.64 686 | 22.08 677 | 48.32 675 | 14.64 605 | 50.28 679 | 59.78 684 | 43.17 662 | 46.34 646 | 55.50 681 | 24.49 598 | 39.03 662 | 23.55 587 | 25.75 685 | 3.76 659 | 47.36 692 | 33.76 693 | 28.62 685 | 19.22 680 |
|
| MANE |  | 33.27 674 | 12.69 633 | 21.10 583 | 22.10 661 | 15.09 662 | 49.75 676 | 29.51 678 | 54.10 689 | 56.36 672 | 59.73 684 | 64.93 692 | 65.43 695 | 57.34 694 | 52.70 689 | 41.02 670 | 10.52 664 | 6.09 670 | 7.35 655 | 20.29 685 | 9.66 647 | 9.65 655 |
|
| ACVNet_1 |  | 42.11 686 | 50.66 688 | 66.19 690 | 45.24 689 | 25.33 681 | 50.11 677 | 25.60 668 | 55.90 690 | 65.25 695 | 60.15 685 | 59.98 682 | 63.57 692 | 50.05 683 | 50.45 682 | 38.46 661 | 20.06 681 | 11.00 681 | 38.79 690 | 14.48 682 | 31.31 687 | 19.68 683 |
|
| AnyNet_C01 |  | 30.67 668 | 27.57 672 | 76.09 704 | 17.61 644 | 12.18 650 | 50.42 678 | 28.89 676 | 39.14 636 | 41.14 608 | 41.36 657 | 65.66 695 | 47.21 666 | 40.16 666 | 47.50 678 | 49.82 691 | 2.38 606 | 2.79 648 | 2.31 616 | 2.83 633 | 8.35 640 | 9.99 658 |
|
| G-Net |  | 21.66 622 | 9.10 606 | 39.39 638 | 15.85 637 | 9.60 632 | 51.00 679 | 16.73 621 | 28.32 499 | 31.17 532 | 38.99 651 | 43.24 631 | 33.26 603 | 32.09 643 | 28.50 617 | 26.50 614 | 4.74 638 | 3.92 661 | 3.60 635 | 1.02 591 | 8.42 641 | 7.86 639 |
|
| anonymity |  | 52.60 691 | 58.73 693 | 63.81 684 | 41.37 685 | 59.41 703 | 53.52 680 | 41.39 691 | 56.50 692 | 40.60 606 | 55.03 682 | 49.64 656 | 49.57 672 | 56.22 691 | 59.42 694 | 50.07 692 | 55.57 702 | 50.19 708 | 51.15 694 | 51.23 701 | 51.90 694 | 56.75 703 |
|
| DPSNet |  | 25.20 651 | 7.92 593 | 36.17 633 | 11.72 596 | 6.85 579 | 53.68 681 | 43.17 693 | 52.22 685 | 60.09 686 | 31.61 618 | 39.76 609 | 40.91 644 | 35.82 653 | 33.42 634 | 26.48 613 | 4.98 642 | 2.10 632 | 0.50 533 | 1.13 597 | 9.63 646 | 5.83 616 |
|
| ELAS_RVC |   | 34.88 678 | 20.50 658 | 37.14 635 | 22.37 663 | 15.07 661 | 54.02 682 | 38.42 690 | 50.06 678 | 56.72 674 | 61.86 692 | 63.52 685 | 58.79 684 | 54.60 688 | 54.13 692 | 43.99 681 | 12.20 673 | 7.90 677 | 10.75 665 | 7.65 661 | 14.42 664 | 13.42 669 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| otaku |  | 33.83 675 | 36.87 683 | 53.81 663 | 40.41 683 | 21.58 676 | 54.54 683 | 17.45 630 | 44.01 664 | 61.47 687 | 39.63 652 | 50.06 660 | 46.76 665 | 29.76 631 | 40.64 668 | 30.07 638 | 19.17 680 | 7.09 674 | 32.34 687 | 9.92 673 | 24.17 682 | 16.94 675 |
|
| Ntro |  | 35.59 680 | 38.58 684 | 55.41 670 | 43.66 687 | 22.54 679 | 57.26 684 | 23.73 661 | 47.69 674 | 63.99 694 | 39.63 652 | 48.82 654 | 47.68 669 | 37.60 659 | 41.55 671 | 30.80 641 | 17.85 678 | 6.61 672 | 33.21 688 | 10.52 675 | 26.65 683 | 17.97 677 |
|
| IMH-64-1 |  | 59.89 699 | 58.89 694 | 69.08 694 | 66.46 695 | 50.96 695 | 57.48 685 | 51.18 699 | 69.03 702 | 67.25 698 | 67.90 698 | 80.31 710 | 70.42 698 | 74.30 706 | 72.66 709 | 50.07 692 | 42.88 693 | 43.00 699 | 65.88 700 | 47.48 696 | 53.41 696 | 39.15 693 |
|
| IMH-64 |  | 59.89 699 | 58.89 694 | 69.08 694 | 66.46 695 | 50.96 695 | 57.48 685 | 51.18 699 | 69.03 702 | 67.25 698 | 67.90 698 | 80.31 710 | 70.42 698 | 74.30 706 | 72.66 709 | 50.07 692 | 42.88 693 | 43.00 699 | 65.88 700 | 47.48 696 | 53.41 696 | 39.15 693 |
|
| MSC_U_SF_DS_RVC |  | 37.85 684 | 35.62 681 | 55.10 668 | 38.16 682 | 13.19 655 | 57.63 687 | 24.72 666 | 52.87 687 | 63.40 693 | 66.39 697 | 63.74 687 | 58.16 682 | 54.28 686 | 51.56 685 | 47.39 687 | 9.36 661 | 5.44 668 | 14.82 669 | 15.34 683 | 18.80 675 | 11.04 666 |
|
| SDNR |  | 16.80 576 | 5.88 564 | 30.01 615 | 6.39 379 | 6.53 572 | 57.67 688 | 3.15 342 | 24.30 450 | 31.49 535 | 21.50 521 | 36.56 586 | 14.69 396 | 16.76 534 | 19.14 535 | 14.45 518 | 11.12 669 | 14.00 683 | 3.11 630 | 0.51 537 | 8.86 642 | 9.92 657 |
|
| ELAS |   | 34.78 677 | 20.32 657 | 38.13 636 | 21.79 658 | 14.89 660 | 57.95 689 | 37.04 688 | 51.15 682 | 51.19 656 | 60.95 687 | 64.42 689 | 59.08 685 | 54.44 687 | 51.53 684 | 46.26 683 | 12.00 672 | 7.83 676 | 10.46 663 | 8.04 663 | 14.42 664 | 13.71 670 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| RTS |  | 30.97 670 | 24.38 668 | 96.47 722 | 17.75 645 | 12.63 653 | 58.43 690 | 26.47 670 | 38.01 625 | 63.33 691 | 44.41 665 | 46.81 648 | 33.16 601 | 45.26 676 | 52.06 686 | 42.65 677 | 2.66 612 | 1.40 591 | 1.09 581 | 1.02 591 | 5.49 623 | 5.86 617 |
|
| RTSA |  | 30.97 670 | 24.38 668 | 96.47 722 | 17.75 645 | 12.63 653 | 58.43 690 | 26.47 670 | 38.01 625 | 63.33 691 | 44.41 665 | 46.81 648 | 33.16 601 | 45.26 676 | 52.06 686 | 42.65 677 | 2.66 612 | 1.40 591 | 1.09 581 | 1.02 591 | 5.49 623 | 5.86 617 |
|
| RainbowNet |  | 51.77 690 | 63.10 700 | 65.03 689 | 60.15 694 | 39.21 691 | 59.39 692 | 31.46 681 | 57.61 694 | 78.49 711 | 50.61 675 | 66.05 696 | 59.57 686 | 45.26 676 | 50.17 681 | 42.57 675 | 46.92 697 | 45.90 702 | 53.26 696 | 32.46 692 | 54.03 698 | 34.14 690 |
|
| BEATNet-Init1 |  | 36.29 681 | 22.72 665 | 56.79 674 | 28.53 673 | 13.41 656 | 59.81 693 | 33.49 683 | 53.72 688 | 58.64 681 | 60.78 686 | 63.63 686 | 70.42 698 | 56.59 692 | 53.93 691 | 46.48 685 | 5.63 643 | 4.14 663 | 7.49 656 | 7.45 657 | 11.35 658 | 10.88 663 |
|
| SPS-STEREO |   | 56.02 695 | 59.82 696 | 64.35 686 | 45.23 688 | 53.96 698 | 61.34 694 | 44.05 694 | 60.08 695 | 50.73 649 | 62.61 693 | 61.78 684 | 59.73 687 | 57.62 695 | 60.63 695 | 59.08 699 | 58.29 705 | 48.28 703 | 51.30 695 | 49.29 699 | 55.67 699 | 56.59 702 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| ACVNet_2 |  | 58.13 698 | 62.74 699 | 73.58 701 | 66.59 697 | 38.77 690 | 63.23 695 | 49.56 697 | 72.12 709 | 82.24 715 | 79.37 713 | 88.96 722 | 76.25 703 | 73.29 705 | 55.14 693 | 48.05 688 | 38.17 690 | 24.21 688 | 54.92 697 | 37.94 695 | 48.23 693 | 29.29 688 |
|
| SGM+DAISY |  | 55.54 694 | 57.77 692 | 64.45 687 | 40.89 684 | 53.89 697 | 63.34 696 | 50.45 698 | 56.00 691 | 45.95 634 | 61.43 690 | 64.32 688 | 61.05 688 | 56.70 693 | 61.32 696 | 56.86 698 | 56.51 704 | 49.35 706 | 50.49 693 | 50.00 700 | 52.52 695 | 57.57 704 |
|
| notaker |  | 72.59 709 | 79.99 716 | 79.75 708 | 79.06 707 | 68.60 711 | 63.66 697 | 62.15 704 | 69.61 705 | 75.78 707 | 77.77 710 | 79.16 708 | 79.92 709 | 84.80 721 | 77.69 715 | 59.73 700 | 70.15 711 | 61.03 715 | 77.65 707 | 68.69 707 | 70.81 706 | 65.81 711 |
|
| MultiAttention |  | 21.69 623 | 2.01 307 | 15.73 525 | 12.71 613 | 4.25 444 | 64.19 698 | 95.86 726 | 42.54 653 | 41.72 613 | 15.77 387 | 30.53 510 | 28.15 561 | 7.60 354 | 44.56 676 | 14.92 522 | 1.03 552 | 0.26 247 | 1.05 579 | 1.56 614 | 4.71 614 | 4.75 602 |
|
| PWCK |  | 66.53 703 | 88.82 722 | 80.30 709 | 80.69 711 | 30.85 684 | 65.18 699 | 41.64 692 | 72.55 711 | 71.28 703 | 78.68 712 | 69.18 699 | 78.14 705 | 62.17 697 | 82.93 720 | 63.46 706 | 80.46 716 | 40.52 698 | 82.05 714 | 47.71 698 | 74.54 714 | 39.47 695 |
|
| IMH |  | 63.51 701 | 61.05 698 | 69.15 696 | 69.90 699 | 54.09 700 | 65.82 700 | 55.66 701 | 72.12 709 | 72.52 704 | 72.73 703 | 81.82 712 | 73.16 701 | 79.86 712 | 77.03 714 | 52.57 695 | 44.46 695 | 50.01 707 | 68.11 702 | 51.57 702 | 56.59 700 | 41.88 696 |
|
| TorneroNet-64 |  | 66.18 702 | 71.37 705 | 72.19 700 | 76.80 703 | 59.54 704 | 67.82 701 | 59.56 702 | 67.83 701 | 79.98 712 | 63.09 694 | 67.00 697 | 82.98 712 | 69.97 702 | 68.02 698 | 62.78 705 | 49.03 699 | 44.17 701 | 73.23 704 | 64.19 705 | 69.14 704 | 54.83 701 |
|
| WAO-6 |  | 71.06 704 | 73.42 707 | 67.24 691 | 79.78 710 | 61.93 707 | 69.67 702 | 60.23 703 | 75.12 714 | 87.02 718 | 74.87 706 | 79.60 709 | 79.28 707 | 84.75 720 | 68.25 700 | 61.91 703 | 67.67 708 | 48.98 705 | 81.65 712 | 73.43 710 | 66.76 702 | 59.64 705 |
|
| WAO-7 |  | 72.48 708 | 78.58 711 | 55.84 671 | 79.20 708 | 69.56 713 | 71.30 703 | 73.06 714 | 78.20 718 | 84.37 717 | 77.52 709 | 85.78 716 | 79.44 708 | 80.26 713 | 65.93 697 | 66.47 708 | 62.13 707 | 69.81 719 | 70.46 703 | 73.18 709 | 66.66 701 | 61.95 707 |
|
| TorneroNet |  | 71.59 705 | 73.91 709 | 76.67 705 | 81.06 712 | 65.65 708 | 71.44 704 | 65.68 707 | 71.66 708 | 75.08 706 | 71.76 702 | 73.09 704 | 84.12 716 | 74.51 708 | 70.46 704 | 69.58 709 | 59.87 706 | 48.58 704 | 79.93 708 | 73.78 711 | 75.74 715 | 69.18 714 |
|
| ktn |  | 72.86 710 | 80.20 717 | 70.88 698 | 79.38 709 | 69.76 714 | 75.01 705 | 70.17 713 | 69.27 704 | 77.21 708 | 73.05 704 | 77.79 707 | 77.79 704 | 77.01 710 | 73.04 711 | 56.44 697 | 79.36 714 | 66.31 716 | 80.24 711 | 68.37 706 | 72.53 711 | 63.45 708 |
|
| Dean |  | 80.94 720 | 86.19 721 | 83.94 711 | 85.03 716 | 60.07 705 | 75.42 706 | 67.27 708 | 81.85 721 | 88.36 720 | 92.35 724 | 87.09 719 | 92.14 725 | 93.19 726 | 83.37 721 | 74.06 713 | 68.69 709 | 66.48 717 | 94.89 729 | 84.90 721 | 83.86 721 | 69.69 715 |
|
| LVE |  | 71.96 706 | 73.19 706 | 84.13 712 | 75.60 702 | 55.78 702 | 75.59 707 | 63.60 706 | 77.67 715 | 83.64 716 | 82.16 714 | 87.25 720 | 83.54 714 | 82.79 717 | 76.17 712 | 65.22 707 | 49.11 700 | 57.71 714 | 74.86 706 | 62.93 704 | 66.84 703 | 61.36 706 |
|
| HanzoNet |  | 77.99 718 | 81.45 719 | 83.64 710 | 78.05 706 | 69.26 712 | 75.78 708 | 69.09 709 | 73.99 712 | 78.09 710 | 82.39 716 | 83.06 713 | 85.66 720 | 87.00 724 | 86.11 723 | 74.40 714 | 85.46 724 | 68.53 718 | 81.84 713 | 75.61 714 | 73.07 712 | 67.26 712 |
|
| DPSimNet_ROB |  | 74.86 713 | 83.75 720 | 61.14 683 | 77.51 704 | 65.78 709 | 76.04 709 | 75.86 715 | 74.62 713 | 77.61 709 | 82.20 715 | 75.97 706 | 80.50 710 | 72.45 703 | 68.06 699 | 84.65 724 | 81.90 720 | 52.11 709 | 79.97 709 | 76.71 715 | 70.85 707 | 79.47 719 |
|
| JetBlue |  | 54.72 693 | 46.20 687 | 75.05 702 | 51.44 690 | 47.85 693 | 76.48 710 | 62.38 705 | 64.44 698 | 62.86 690 | 63.67 695 | 65.49 694 | 78.96 706 | 68.77 699 | 68.63 701 | 75.95 718 | 37.07 689 | 25.78 691 | 29.10 686 | 29.19 690 | 29.75 686 | 35.27 692 |
|
| SAMSARA |  | 35.29 679 | 19.78 655 | 33.90 628 | 55.86 693 | 36.15 687 | 76.79 711 | 94.89 725 | 49.29 676 | 51.59 658 | 38.15 650 | 37.83 594 | 53.71 679 | 39.29 661 | 40.56 667 | 40.41 668 | 4.02 631 | 6.72 673 | 2.35 619 | 4.12 644 | 9.70 648 | 10.76 662 |
|
| UNDER WATER |  | 76.36 714 | 79.65 715 | 88.23 714 | 84.62 713 | 67.01 710 | 77.90 712 | 78.03 717 | 67.43 700 | 72.64 705 | 75.52 707 | 71.49 703 | 85.52 717 | 82.57 716 | 70.68 705 | 75.48 717 | 79.61 715 | 54.01 710 | 86.59 721 | 84.76 720 | 72.44 710 | 72.94 716 |
|
| MFMNet_re |  | 72.11 707 | 79.45 714 | 64.79 688 | 52.91 691 | 84.26 718 | 78.00 713 | 69.47 710 | 64.08 697 | 67.45 701 | 61.33 689 | 71.28 701 | 64.22 693 | 69.42 701 | 72.45 706 | 61.54 701 | 81.63 719 | 73.93 721 | 80.19 710 | 74.21 712 | 83.02 720 | 88.49 721 |
|
| UNDER WATER-64 |  | 73.59 711 | 75.19 710 | 88.26 715 | 74.50 701 | 55.55 701 | 78.94 714 | 76.55 716 | 65.86 699 | 68.37 702 | 75.79 708 | 69.24 700 | 84.00 715 | 77.49 711 | 69.01 702 | 73.11 712 | 81.39 718 | 57.22 713 | 82.69 715 | 80.62 716 | 69.53 705 | 68.45 713 |
|
| MADNet+ |  | 53.97 692 | 69.36 703 | 98.79 729 | 67.30 698 | 38.52 689 | 79.97 715 | 81.50 719 | 61.38 696 | 62.53 689 | 52.01 679 | 55.50 676 | 61.22 689 | 59.61 696 | 70.25 703 | 77.26 719 | 25.21 684 | 25.07 689 | 17.40 674 | 12.69 679 | 34.21 689 | 29.70 689 |
|
| WAO-8 |  | 77.20 716 | 78.94 712 | 67.39 692 | 86.73 717 | 72.82 715 | 79.98 716 | 69.63 711 | 77.88 716 | 88.66 721 | 83.17 717 | 86.77 717 | 85.56 718 | 85.20 722 | 72.63 707 | 69.82 710 | 75.00 712 | 55.65 711 | 87.92 724 | 83.63 718 | 71.60 708 | 64.97 709 |
|
| Venus |  | 77.20 716 | 78.94 712 | 67.39 692 | 86.73 717 | 72.82 715 | 79.98 716 | 69.63 711 | 77.88 716 | 88.66 721 | 83.17 717 | 86.77 717 | 85.56 718 | 85.20 722 | 72.63 707 | 69.82 710 | 75.00 712 | 55.65 711 | 87.92 724 | 83.63 718 | 71.61 709 | 64.97 709 |
|
| KSHMR |  | 88.63 723 | 93.05 725 | 84.15 713 | 95.59 724 | 91.74 724 | 82.94 718 | 83.28 720 | 84.59 722 | 81.87 714 | 87.85 721 | 83.96 714 | 91.71 724 | 81.49 714 | 76.73 713 | 82.12 723 | 96.47 730 | 96.06 727 | 96.71 730 | 97.16 730 | 92.74 727 | 92.47 729 |
|
| JetRed |  | 79.80 719 | 80.33 718 | 91.79 718 | 71.25 700 | 75.71 717 | 91.85 719 | 80.84 718 | 79.41 719 | 80.84 713 | 84.48 719 | 84.47 715 | 83.34 713 | 72.72 704 | 79.51 716 | 85.74 725 | 69.66 710 | 81.68 722 | 73.70 705 | 72.68 708 | 82.42 719 | 73.53 717 |
|
| RSGM-EC |  | 88.05 721 | 67.56 701 | 54.72 665 | 84.76 714 | 87.14 719 | 94.31 720 | 92.47 722 | 94.54 727 | 98.04 728 | 95.58 728 | 98.08 729 | 85.88 721 | 83.46 718 | 79.65 717 | 79.54 720 | 95.39 728 | 97.60 728 | 91.56 726 | 95.03 728 | 94.55 729 | 91.16 726 |
|
| acva |  | 88.05 721 | 67.56 701 | 54.72 665 | 84.76 714 | 87.14 719 | 94.31 720 | 92.47 722 | 94.54 727 | 98.04 728 | 95.58 728 | 98.08 729 | 85.88 721 | 83.46 718 | 79.65 717 | 79.54 720 | 95.39 728 | 97.60 728 | 91.56 726 | 95.03 728 | 94.55 729 | 91.16 726 |
|
| Selective-IGEV-i1pa |  | 57.38 697 | 73.68 708 | 57.99 679 | 30.52 677 | 16.00 666 | 94.78 722 | 47.32 696 | 81.01 720 | 87.35 719 | 88.30 723 | 87.25 720 | 74.22 702 | 69.27 700 | 94.79 728 | 75.11 716 | 45.36 696 | 27.45 693 | 26.50 682 | 13.85 681 | 21.66 680 | 35.12 691 |
|
| TCMNet-wrong-test |  | 76.88 715 | 91.55 724 | 89.69 716 | 97.65 726 | 97.33 727 | 94.96 723 | 92.79 724 | 70.14 706 | 66.18 696 | 63.79 696 | 71.43 702 | 65.35 694 | 51.30 685 | 85.36 722 | 74.52 715 | 56.30 703 | 20.24 687 | 82.94 719 | 82.30 717 | 95.20 731 | 88.51 722 |
|
| HaxPig |  | 99.40 732 | 99.99 733 | 97.53 724 | 99.99 735 | 99.99 735 | 96.91 724 | 97.19 727 | 99.57 733 | 99.99 734 | 99.98 737 | 100.00 735 | 99.99 738 | 99.96 734 | 99.06 732 | 97.86 730 | 99.99 733 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 737 | 99.98 736 |
|
| Selective-IGEV-i16pa |  | 56.56 696 | 60.67 697 | 69.19 697 | 22.34 662 | 15.26 663 | 97.11 725 | 30.72 680 | 86.87 723 | 94.61 727 | 85.93 720 | 93.32 723 | 82.19 711 | 75.10 709 | 96.78 730 | 79.88 722 | 31.52 687 | 14.19 684 | 17.22 673 | 8.27 667 | 17.02 672 | 52.98 700 |
|
| MADNet++ |  | 94.07 729 | 93.58 726 | 90.62 717 | 96.24 725 | 96.57 726 | 97.26 726 | 90.52 721 | 94.64 729 | 91.89 723 | 97.09 730 | 93.64 724 | 94.65 726 | 92.81 725 | 96.06 729 | 95.06 729 | 95.31 727 | 95.85 726 | 92.44 728 | 92.08 727 | 91.00 726 | 94.17 731 |
|
| xxxxx1 |  | 91.89 725 | 95.36 727 | 98.42 726 | 87.40 719 | 89.37 721 | 98.54 727 | 98.20 730 | 92.95 724 | 93.30 724 | 93.53 725 | 95.30 726 | 97.01 727 | 96.36 727 | 94.68 725 | 94.93 726 | 83.39 721 | 84.31 723 | 82.86 716 | 88.15 724 | 84.30 722 | 89.46 723 |
|
| tt_ll |  | 91.89 725 | 95.36 727 | 98.42 726 | 87.40 719 | 89.37 721 | 98.54 727 | 98.20 730 | 92.95 724 | 93.30 724 | 93.53 725 | 95.30 726 | 97.01 727 | 96.36 727 | 94.68 725 | 94.93 726 | 83.39 721 | 84.31 723 | 82.86 716 | 88.15 724 | 84.30 722 | 89.46 723 |
|
| ff |  | 91.89 725 | 95.36 727 | 98.42 726 | 87.40 719 | 89.37 721 | 98.54 727 | 98.20 730 | 92.95 724 | 93.30 724 | 93.53 725 | 95.30 726 | 97.01 727 | 96.36 727 | 94.68 725 | 94.93 726 | 83.39 721 | 84.31 723 | 82.86 716 | 88.15 724 | 84.30 722 | 89.46 723 |
|
| MEDIAN_ROB |  | 99.20 731 | 99.85 731 | 99.64 731 | 98.51 729 | 98.53 730 | 98.60 730 | 97.88 729 | 98.83 732 | 98.59 731 | 99.35 734 | 99.47 732 | 99.57 733 | 99.05 731 | 98.38 731 | 98.37 732 | 99.99 733 | 99.63 732 | 100.00 735 | 100.00 736 | 99.82 733 | 99.92 735 |
|
| AVERAGE_ROB |  | 99.81 735 | 99.99 733 | 99.44 730 | 100.00 736 | 100.00 737 | 99.02 731 | 97.81 728 | 100.00 737 | 100.00 736 | 100.00 738 | 100.00 735 | 100.00 740 | 100.00 735 | 100.00 738 | 100.00 738 | 100.00 735 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 737 | 100.00 737 |
|
| ccccc |  | | 98.11 730 | | 100.00 736 | 100.00 737 | 99.33 732 | | 99.78 735 | | 99.63 735 | | 99.67 734 | | 99.95 734 | | 100.00 735 | 100.00 736 | 99.97 734 | 99.91 735 | 100.00 737 | |
|
| test_example2 |  | 99.67 734 | 99.99 733 | 99.99 734 | 100.00 736 | 99.99 735 | 99.87 733 | 99.99 735 | 98.01 730 | 100.00 736 | 100.00 738 | 100.00 735 | 98.18 731 | 98.43 730 | 99.98 735 | 99.98 735 | 100.00 735 | 99.99 735 | 99.40 733 | 99.52 734 | 100.00 737 | 100.00 737 |
|
| USTest |  | 93.46 728 | 90.54 723 | 77.93 707 | 88.02 722 | 92.66 725 | 99.95 734 | 99.98 734 | 99.76 734 | 99.80 732 | 99.20 733 | 99.52 733 | 98.00 730 | 99.17 732 | 89.23 724 | 99.32 733 | 90.19 725 | 98.20 730 | 84.23 720 | 87.33 723 | 84.55 725 | 91.69 728 |
|
| PML |  | 99.07 730 | 100.00 736 | 98.17 725 | 99.22 730 | 99.21 731 | 99.98 735 | 99.74 733 | 98.27 731 | 98.10 730 | 100.00 738 | 99.37 731 | 98.77 732 | 99.85 733 | 100.00 738 | 98.07 731 | 100.00 735 | 99.54 731 | 100.00 735 | 99.51 733 | 99.87 734 | 93.65 730 |
|
| fast-reg |  | 100.00 740 | 100.00 736 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 738 | 100.00 735 | 100.00 740 | 100.00 735 | 100.00 738 | 100.00 738 | 100.00 735 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 737 | 100.00 737 |
|
| iinet-test |  | 99.97 738 | 100.00 736 | 100.00 736 | 99.84 733 | 99.87 733 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 738 | 100.00 735 | 100.00 740 | 100.00 735 | 100.00 738 | 100.00 738 | 100.00 735 | 100.00 736 | 100.00 735 | 100.00 736 | 99.92 735 | 99.83 734 |
|
| IINet |  | 99.97 738 | 100.00 736 | 100.00 736 | 99.84 733 | 99.87 733 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 738 | 100.00 735 | 100.00 740 | 100.00 735 | 100.00 738 | 100.00 738 | 100.00 735 | 100.00 736 | 100.00 735 | 100.00 736 | 99.92 735 | 99.82 733 |
|
| Hybrid-DGEV |  | 100.00 740 | 100.00 736 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 738 | 100.00 735 | 100.00 740 | 100.00 735 | 100.00 738 | 100.00 738 | 100.00 735 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 737 | 100.00 737 |
|
| RAFT-FEzeroshot |  | 100.00 740 | 100.00 736 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 738 | 100.00 735 | 100.00 740 | 100.00 735 | 100.00 738 | 100.00 738 | 100.00 735 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 737 | 100.00 737 |
|
| RAFT-FE |  | 100.00 740 | 100.00 736 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 738 | 100.00 735 | 100.00 740 | 100.00 735 | 100.00 738 | 100.00 738 | 100.00 735 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 737 | 100.00 737 |
|
| FlowAnything |  | 100.00 740 | 100.00 736 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 738 | 100.00 735 | 100.00 740 | 100.00 735 | 100.00 738 | 100.00 738 | 100.00 735 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 737 | 100.00 737 |
|
| Selective-RAFT-Error |  | 100.00 740 | 100.00 736 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 738 | 100.00 735 | 100.00 740 | 100.00 735 | 100.00 738 | 100.00 738 | 100.00 735 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 737 | 100.00 737 |
|
| Anonymous_1 |  | 99.63 733 | 99.96 732 | 99.94 733 | 99.77 732 | 99.59 732 | 100.00 736 | 100.00 736 | 99.81 736 | 99.98 733 | 99.63 735 | 99.94 734 | 99.75 735 | 100.00 735 | 99.67 733 | 99.89 734 | 98.37 732 | 99.84 733 | 98.70 732 | 99.26 732 | 99.29 732 | 99.24 732 |
|
| tt |  | 89.84 724 | 1.21 115 | 99.99 734 | 99.29 731 | 100.00 737 | 100.00 736 | 100.00 736 | 100.00 737 | 99.99 734 | 78.46 711 | 68.51 698 | 99.99 738 | 100.00 735 | 100.00 738 | 100.00 738 | 95.27 726 | 99.93 734 | 87.33 722 | 86.20 722 | 94.13 728 | 86.50 720 |
|
| CasAABBNet |  | 100.00 740 | 100.00 736 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 738 | 100.00 735 | 100.00 740 | 100.00 735 | 100.00 738 | 100.00 738 | 100.00 735 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 737 | 100.00 737 |
|
| LSM0 |  | 100.00 740 | 100.00 736 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 738 | 100.00 735 | 100.00 740 | 100.00 735 | 100.00 738 | 100.00 738 | 100.00 735 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 737 | 100.00 737 |
|
| DPSMNet_ROB |  | 99.95 736 | 100.00 736 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 99.16 731 | 100.00 735 | 99.95 736 | 100.00 735 | 99.98 735 | 99.99 736 | 100.00 735 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 737 | 100.00 737 |
|
| DGTPSM_ROB |  | 99.95 736 | 100.00 736 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 99.16 731 | 100.00 735 | 99.95 736 | 100.00 735 | 99.98 735 | 99.99 736 | 100.00 735 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 737 | 100.00 737 |
|
| DPSM_ROB |  | 100.00 740 | 100.00 736 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 738 | 100.00 735 | 100.00 740 | 100.00 735 | 100.00 738 | 100.00 738 | 100.00 735 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 737 | 100.00 737 |
|
| DPSM |  | 100.00 740 | 100.00 736 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 736 | 100.00 737 | 100.00 736 | 100.00 738 | 100.00 735 | 100.00 740 | 100.00 735 | 100.00 738 | 100.00 738 | 100.00 735 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 737 | 100.00 737 |
|
| GS-Stereo |  | | | | | | | 1.45 162 | 9.98 172 | 5.42 141 | 3.09 123 | 2.76 64 | 1.86 96 | 2.22 115 | 3.97 45 | 1.97 130 | 0.06 170 | 1.02 496 | 0.00 1 | 0.86 573 | 0.25 237 | 2.14 502 |
|