| LACA3 |  | 1.38 19 | 0.90 106 | 2.71 8 | 1.21 1 | 0.85 156 | 2.34 32 | 1.64 194 | 4.58 14 | 1.22 8 | 1.13 21 | 0.63 24 | 0.64 39 | 0.61 33 | 8.78 200 | 0.31 1 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.03 46 | 0.00 1 |
|
| LACA1 |  | 1.12 8 | 0.73 39 | 2.61 6 | 1.25 2 | 0.59 98 | 2.50 37 | 0.45 66 | 4.45 11 | 0.93 4 | 1.64 58 | 0.22 9 | 0.47 27 | 1.78 95 | 4.39 72 | 0.36 2 | 0.00 1 | 0.03 139 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| DepthFocus |  | 1.04 6 | 0.68 33 | 3.33 43 | 1.97 11 | 0.42 59 | 1.27 9 | 0.87 106 | 2.04 3 | 1.22 8 | 0.66 4 | 1.71 48 | 1.75 84 | 0.90 50 | 3.46 41 | 0.44 3 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.01 1 | 0.04 79 |
|
| LACA2 |  | 1.22 11 | 1.14 170 | 4.34 110 | 1.32 3 | 0.20 5 | 3.03 57 | 0.14 31 | 5.79 49 | 1.12 7 | 1.06 18 | 0.67 25 | 0.56 32 | 0.80 44 | 3.67 51 | 0.44 3 | 0.00 1 | 0.03 139 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 4 |
|
| BridgeDepth |   | 1.59 37 | 0.74 41 | 2.65 7 | 1.86 7 | 0.15 3 | 6.66 308 | 0.05 11 | 5.75 43 | 2.52 54 | 1.38 42 | 0.38 13 | 1.98 100 | 2.79 139 | 4.44 75 | 0.44 3 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| PipStereo |  | 1.06 7 | 0.57 7 | 2.29 3 | 2.16 25 | 0.26 10 | 1.22 6 | 0.10 23 | 5.28 33 | 0.91 3 | 0.64 2 | 0.09 4 | 3.41 146 | 0.88 48 | 2.66 21 | 0.46 6 | 0.02 223 | 0.10 345 | 0.00 1 | 0.00 1 | 0.03 46 | 0.04 79 |
|
| PSi22b |  | 1.02 5 | 0.57 7 | 2.28 2 | 2.14 24 | 0.25 8 | 1.23 7 | 0.13 29 | 5.00 27 | 0.90 2 | 0.64 2 | 0.09 4 | 3.29 145 | 0.60 31 | 2.65 20 | 0.46 6 | 0.03 261 | 0.11 366 | 0.00 1 | 0.00 1 | 0.03 46 | 0.03 49 |
|
| derf |  | 1.23 12 | 0.58 9 | 3.00 21 | 2.94 109 | 0.35 39 | 1.60 15 | 0.09 17 | 4.56 13 | 3.52 112 | 1.15 23 | 0.33 11 | 1.14 56 | 0.25 5 | 4.24 67 | 0.48 8 | 0.01 139 | 0.07 267 | 0.00 1 | 0.25 476 | 0.02 10 | 0.02 16 |
|
| Replicate-Monster |  | 2.63 110 | 3.33 522 | 11.97 482 | 2.38 54 | 1.08 189 | 3.13 62 | 0.44 64 | 6.76 89 | 4.42 133 | 3.79 157 | 1.30 39 | 0.66 41 | 1.15 63 | 8.78 200 | 0.48 8 | 0.01 139 | 0.08 305 | 0.00 1 | 0.00 1 | 0.26 285 | 2.68 584 |
|
| PSi22a |  | 0.94 2 | 0.55 5 | 2.07 1 | 2.13 23 | 0.25 8 | 1.14 5 | 0.09 17 | 4.93 26 | 0.89 1 | 0.74 5 | 0.08 2 | 2.33 118 | 1.03 57 | 1.87 3 | 0.49 10 | 0.01 139 | 0.05 199 | 0.00 1 | 0.00 1 | 0.03 46 | 0.03 49 |
|
| MLG-Stereo |  | 1.48 23 | 0.65 30 | 3.04 25 | 2.52 66 | 0.79 147 | 3.11 61 | 0.16 37 | 6.26 68 | 1.80 35 | 0.84 7 | 0.10 8 | 1.51 70 | 0.65 37 | 7.44 150 | 0.53 11 | 0.02 223 | 0.09 324 | 0.00 1 | 0.03 264 | 0.03 46 | 0.02 16 |
|
| mm2 |  | 1.15 10 | 0.62 16 | 2.88 12 | 1.99 14 | 0.33 36 | 1.31 10 | 0.01 1 | 4.81 19 | 2.56 56 | 1.17 24 | 0.47 18 | 2.11 109 | 0.28 8 | 3.83 55 | 0.54 12 | 0.01 139 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| mm1 |  | 1.12 8 | 0.62 16 | 2.88 12 | 1.99 14 | 0.33 36 | 1.31 10 | 0.01 1 | 4.21 8 | 2.56 56 | 1.17 24 | 0.47 18 | 2.11 109 | 0.28 8 | 3.83 55 | 0.54 12 | 0.01 139 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| Foundation-i32 |  | 0.97 3 | 0.54 3 | 2.57 5 | 2.24 33 | 0.21 7 | 1.31 10 | 0.09 17 | 4.21 8 | 0.95 5 | 1.20 27 | 0.42 15 | 2.79 136 | 0.29 11 | 1.78 2 | 0.54 12 | 0.02 223 | 0.08 305 | 0.03 294 | 0.00 1 | 0.03 46 | 0.03 49 |
|
| MLG-Stereo_test1 |  | 1.51 29 | 0.65 30 | 3.00 21 | 2.47 61 | 2.46 345 | 2.84 50 | 0.16 37 | 5.64 39 | 1.77 33 | 0.98 13 | 0.09 4 | 1.53 71 | 0.52 25 | 7.44 150 | 0.56 15 | 0.02 223 | 0.09 324 | 0.00 1 | 0.03 264 | 0.03 46 | 0.02 16 |
|
| qqai |  | 1.38 19 | 0.60 14 | 3.39 47 | 2.92 106 | 0.35 39 | 1.60 15 | 0.11 26 | 5.17 28 | 3.33 106 | 1.10 19 | 0.34 12 | 3.06 141 | 0.27 6 | 4.38 71 | 0.57 16 | 0.02 223 | 0.06 238 | 0.00 1 | 0.28 492 | 0.02 10 | 0.03 49 |
|
| GCAP-Stereo-DPT-36K |  | 4.05 215 | 10.05 615 | 27.86 611 | 2.06 18 | 3.89 427 | 3.82 93 | 1.73 220 | 8.20 140 | 3.20 95 | 2.36 103 | 4.75 131 | 2.89 137 | 2.70 134 | 4.26 69 | 0.58 17 | 0.04 282 | 0.14 412 | 0.00 1 | 0.44 549 | 0.47 406 | 1.52 547 |
|
| StereoAnything_RVC |  | 2.31 84 | 11.20 629 | 4.65 121 | 2.23 31 | 0.14 1 | 1.49 14 | 0.17 41 | 4.50 12 | 1.24 10 | 1.03 17 | 0.06 1 | 0.20 2 | 3.60 172 | 8.05 169 | 0.59 18 | 0.02 223 | 0.11 366 | 0.00 1 | 0.00 1 | 6.97 630 | 0.03 49 |
|
| IGEV-Stereo++ |  | 2.20 72 | 0.79 59 | 3.67 63 | 3.72 195 | 3.17 390 | 3.39 75 | 0.10 23 | 8.37 150 | 3.77 117 | 2.11 90 | 4.25 107 | 2.01 103 | 4.78 240 | 2.96 29 | 0.59 18 | 0.01 139 | 0.02 100 | 0.08 372 | 0.00 1 | 0.06 90 | 0.05 109 |
|
| GCAP-Stereo-DPT-20K |  | 3.44 174 | 0.76 49 | 17.99 571 | 1.92 9 | 2.08 317 | 4.60 142 | 1.60 186 | 7.55 113 | 3.25 98 | 2.62 114 | 5.03 147 | 3.50 153 | 4.57 220 | 1.99 5 | 0.60 20 | 0.04 282 | 0.16 430 | 0.00 1 | 0.20 444 | 0.89 507 | 9.42 660 |
|
| FoundationStereo |  | 1.26 13 | 0.73 39 | 2.84 11 | 2.65 78 | 0.58 95 | 2.31 30 | 0.61 80 | 3.40 7 | 1.57 21 | 1.89 75 | 0.09 4 | 2.61 127 | 2.90 141 | 2.37 16 | 0.60 20 | 0.04 282 | 0.04 161 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 49 |
|
| GCAPDPT-zeroshot4090 |  | 3.44 174 | 0.76 49 | 17.99 571 | 1.92 9 | 2.08 317 | 4.60 142 | 1.60 186 | 7.55 113 | 3.25 98 | 2.62 114 | 5.03 147 | 3.50 153 | 4.57 220 | 1.99 5 | 0.60 20 | 0.04 282 | 0.16 430 | 0.00 1 | 0.20 444 | 0.89 507 | 9.42 660 |
|
| depth_test_26 |  | 1.49 25 | 0.71 36 | 3.27 38 | 2.28 41 | 0.49 76 | 1.24 8 | 0.09 17 | 3.12 6 | 2.29 47 | 0.41 1 | 7.44 201 | 2.01 103 | 1.14 62 | 4.48 78 | 0.61 23 | 0.01 139 | 0.05 199 | 0.00 1 | 0.03 264 | 0.03 46 | 0.12 201 |
|
| aanet-new-32k |  | 2.32 85 | 1.33 233 | 5.55 194 | 2.88 100 | 1.83 286 | 5.87 265 | 1.73 220 | 7.45 109 | 1.37 12 | 1.71 61 | 4.22 105 | 2.66 132 | 6.13 300 | 2.81 25 | 0.64 24 | 0.00 1 | 0.12 379 | 0.00 1 | 0.00 1 | 0.08 132 | 0.09 162 |
|
| aanet-new-30k |  | 2.32 85 | 1.33 233 | 5.55 194 | 2.88 100 | 1.83 286 | 5.87 265 | 1.73 220 | 7.45 109 | 1.37 12 | 1.71 61 | 4.22 105 | 2.66 132 | 6.13 300 | 2.81 25 | 0.64 24 | 0.00 1 | 0.12 379 | 0.00 1 | 0.00 1 | 0.08 132 | 0.09 162 |
|
| MLG-Stereo_test2 |  | 1.52 30 | 0.64 24 | 2.81 10 | 2.52 66 | 1.79 285 | 2.76 47 | 0.16 37 | 4.70 16 | 1.80 35 | 1.75 66 | 0.08 2 | 3.21 144 | 0.17 3 | 7.28 142 | 0.64 24 | 0.02 223 | 0.11 366 | 0.00 1 | 0.00 1 | 0.04 68 | 0.03 49 |
|
| IGEV |   | 1.86 51 | 0.58 9 | 3.90 79 | 2.40 55 | 3.49 409 | 4.20 110 | 0.97 115 | 7.16 101 | 3.22 96 | 2.00 84 | 4.16 103 | 0.26 11 | 0.62 35 | 3.40 40 | 0.65 27 | 0.03 261 | 0.09 324 | 0.00 1 | 0.00 1 | 0.03 46 | 0.02 16 |
|
| GCAP-Stereo-DPT-50K |  | 4.15 217 | 9.32 606 | 33.97 630 | 2.49 64 | 3.65 415 | 2.87 51 | 1.51 168 | 8.07 135 | 2.71 70 | 2.04 87 | 4.75 131 | 3.05 139 | 3.21 149 | 2.20 10 | 0.66 28 | 0.03 261 | 0.19 450 | 0.00 1 | 0.41 538 | 0.75 492 | 1.05 518 |
|
| GCAP-Stereo-DPT-24K |  | 2.12 66 | 0.85 84 | 4.64 120 | 2.77 89 | 1.97 308 | 3.66 89 | 1.64 194 | 8.33 147 | 3.33 106 | 1.46 46 | 3.30 77 | 0.63 37 | 4.15 191 | 2.05 9 | 0.67 29 | 0.02 223 | 0.17 435 | 0.00 1 | 0.43 545 | 0.26 285 | 2.07 568 |
|
| GCAP-Stereo-DPT-25K |  | 2.45 98 | 0.84 77 | 4.09 96 | 2.41 56 | 1.89 299 | 3.98 99 | 1.61 189 | 11.16 218 | 5.53 173 | 2.00 84 | 4.92 142 | 2.56 126 | 3.54 167 | 2.27 11 | 0.68 30 | 0.02 223 | 0.17 435 | 0.00 1 | 0.43 545 | 0.12 184 | 0.81 488 |
|
| Test_v1 |  | 1.60 40 | 0.76 49 | 3.26 37 | 2.18 27 | 1.25 212 | 2.17 27 | 0.16 37 | 7.01 96 | 3.12 94 | 1.44 45 | 2.91 70 | 1.49 68 | 1.02 56 | 4.48 78 | 0.68 30 | 0.01 139 | 0.04 161 | 0.00 1 | 0.00 1 | 0.03 46 | 0.04 79 |
|
| DEFOM-Stereo |  | 2.21 74 | 0.88 92 | 3.63 58 | 3.42 157 | 0.89 163 | 13.14 438 | 0.83 101 | 4.68 15 | 1.96 41 | 2.72 121 | 1.66 46 | 0.59 33 | 0.54 28 | 8.53 185 | 0.68 30 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| IGEV-Stereo+ |  | 2.77 120 | 0.92 109 | 4.09 96 | 3.14 129 | 4.62 482 | 2.57 38 | 0.70 88 | 4.34 10 | 2.29 47 | 1.76 68 | 0.59 23 | 0.77 46 | 3.49 165 | 8.65 194 | 0.68 30 | 0.03 261 | 0.10 345 | 0.00 1 | 0.24 470 | 5.77 624 | 10.68 665 |
|
| LiteMatch* |   | 1.32 17 | 0.85 84 | 4.93 138 | 2.28 41 | 0.28 19 | 2.07 23 | 0.03 9 | 4.90 25 | 2.57 61 | 1.39 43 | 0.67 25 | 1.58 75 | 0.52 25 | 3.52 45 | 0.69 34 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.04 68 | 0.06 124 |
|
| SGD-Stereo |  | 1.88 52 | 0.76 49 | 3.80 71 | 2.37 53 | 0.33 36 | 3.48 79 | 0.93 112 | 6.52 80 | 2.22 46 | 3.84 160 | 1.08 33 | 1.78 86 | 1.34 71 | 8.32 177 | 0.70 35 | 0.09 346 | 0.01 42 | 0.00 1 | 0.00 1 | 0.06 90 | 0.03 49 |
|
| U |  | 3.65 192 | 0.64 24 | 5.91 218 | 3.91 211 | 11.89 648 | 11.50 405 | 0.20 44 | 7.66 119 | 5.38 166 | 1.79 70 | 2.55 60 | 0.76 45 | 1.61 83 | 2.34 13 | 0.70 35 | 0.00 1 | 0.04 161 | 10.60 662 | 5.47 651 | 0.04 68 | 0.02 16 |
|
| AIO_test |  | 2.59 109 | 0.89 97 | 4.07 94 | 3.70 193 | 2.35 338 | 5.35 212 | 2.39 303 | 8.10 136 | 4.33 129 | 1.35 35 | 4.60 122 | 4.27 172 | 1.35 73 | 7.29 144 | 0.71 37 | 0.76 545 | 0.07 267 | 0.00 1 | 0.09 369 | 0.06 90 | 0.03 49 |
|
| Monster-pub-mixall |  | 1.84 50 | 0.85 84 | 3.45 52 | 2.27 36 | 0.94 173 | 2.43 35 | 0.54 75 | 6.32 75 | 2.65 68 | 3.04 135 | 3.56 86 | 0.38 23 | 0.49 22 | 8.93 210 | 0.74 38 | 0.01 139 | 0.06 238 | 0.00 1 | 0.00 1 | 0.04 68 | 0.04 79 |
|
| castereo++ |  | 3.52 183 | 1.28 214 | 3.96 83 | 3.76 201 | 2.61 354 | 16.87 525 | 1.95 267 | 7.57 115 | 8.51 247 | 2.26 96 | 4.54 119 | 5.10 195 | 2.04 107 | 8.75 199 | 0.74 38 | 0.00 1 | 0.15 419 | 0.00 1 | 0.35 521 | 0.05 83 | 0.02 16 |
|
| MGA |  | 1.52 30 | 0.75 44 | 3.13 33 | 2.32 46 | 1.59 258 | 3.94 97 | 0.86 104 | 4.84 21 | 2.96 87 | 1.47 47 | 1.42 41 | 1.41 65 | 0.19 4 | 4.46 76 | 0.75 40 | 0.03 261 | 0.15 419 | 0.00 1 | 0.00 1 | 0.06 90 | 0.04 79 |
|
| MSE-Stereo |  | 1.49 25 | 0.75 44 | 3.35 44 | 2.32 46 | 1.32 224 | 3.23 67 | 0.68 84 | 5.27 30 | 2.97 88 | 1.47 47 | 0.87 29 | 1.67 77 | 0.35 12 | 4.46 76 | 0.75 40 | 0.03 261 | 0.15 419 | 0.00 1 | 0.00 1 | 0.06 90 | 0.04 79 |
|
| GCAP-Stereo-DPT-22K |  | 2.52 107 | 0.89 97 | 4.37 112 | 3.28 144 | 3.42 402 | 3.39 75 | 1.45 158 | 7.88 125 | 3.22 96 | 2.29 99 | 7.74 205 | 3.46 148 | 5.13 258 | 2.00 7 | 0.75 40 | 0.02 223 | 0.30 516 | 0.00 1 | 0.43 545 | 0.11 178 | 0.27 350 |
|
| aanet-new-90k |  | 2.42 96 | 1.26 209 | 9.16 396 | 2.92 106 | 1.53 251 | 3.13 62 | 1.43 157 | 6.60 83 | 1.73 31 | 0.84 7 | 3.32 79 | 0.91 50 | 5.09 257 | 9.29 227 | 0.80 43 | 0.00 1 | 0.05 199 | 0.00 1 | 0.00 1 | 0.05 83 | 0.25 340 |
|
| aanet-new-34k |  | 2.22 76 | 1.33 233 | 6.99 270 | 2.55 72 | 0.37 44 | 2.69 42 | 1.58 182 | 8.25 143 | 2.14 43 | 1.11 20 | 5.28 154 | 2.45 121 | 6.42 316 | 2.04 8 | 0.80 43 | 0.00 1 | 0.08 305 | 0.03 294 | 0.02 239 | 0.07 115 | 0.20 296 |
|
| gcap_with_dpt |  | 2.78 122 | 0.83 71 | 5.55 194 | 3.02 120 | 4.35 465 | 5.14 200 | 1.31 142 | 7.11 99 | 4.14 124 | 5.93 218 | 11.93 270 | 2.05 107 | 0.57 29 | 2.55 18 | 0.80 43 | 0.00 1 | 0.08 305 | 0.01 244 | 0.09 369 | 0.11 178 | 0.05 109 |
|
| aanet-new-28k |  | 2.16 69 | 1.14 170 | 7.58 296 | 2.96 114 | 0.49 76 | 4.51 131 | 1.81 245 | 6.35 76 | 2.32 49 | 1.74 65 | 4.46 116 | 1.54 72 | 4.71 233 | 2.29 12 | 0.81 46 | 0.00 1 | 0.04 161 | 0.00 1 | 0.29 496 | 0.07 115 | 0.08 156 |
|
| LGtest1 |  | 1.48 23 | 0.75 44 | 4.03 88 | 2.33 49 | 0.65 113 | 3.02 56 | 0.11 26 | 6.12 63 | 1.51 17 | 1.41 44 | 1.48 42 | 0.65 40 | 0.93 52 | 5.60 95 | 0.81 46 | 0.03 261 | 0.12 379 | 0.00 1 | 0.00 1 | 0.10 167 | 0.04 79 |
|
| 252Zero-FE |  | 1.52 30 | 0.84 77 | 3.49 54 | 2.85 98 | 0.54 88 | 1.97 22 | 0.08 14 | 6.14 64 | 4.11 123 | 1.76 68 | 3.45 85 | 0.16 1 | 0.27 6 | 3.61 49 | 0.82 48 | 0.01 139 | 0.10 345 | 0.08 372 | 0.04 289 | 0.04 68 | 0.03 49 |
|
| LG-Stereo_L2 |  | 1.59 37 | 0.87 90 | 4.31 107 | 2.54 70 | 0.69 120 | 2.76 47 | 0.44 64 | 6.85 93 | 1.57 21 | 1.59 53 | 0.39 14 | 0.39 24 | 0.52 25 | 7.85 164 | 0.82 48 | 0.04 282 | 0.12 379 | 0.00 1 | 0.00 1 | 0.03 46 | 0.02 16 |
|
| monster-pro |  | 1.75 45 | 0.74 41 | 3.64 59 | 2.27 36 | 1.62 262 | 5.99 272 | 0.14 31 | 6.02 56 | 2.87 81 | 1.35 35 | 2.11 51 | 0.30 14 | 0.36 14 | 6.78 131 | 0.83 50 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 239 | 0.02 10 | 0.02 16 |
|
| PointNet |  | 1.43 21 | 0.63 21 | 3.11 30 | 2.08 20 | 0.29 23 | 2.64 41 | 0.19 43 | 5.26 29 | 3.30 105 | 1.94 76 | 0.68 27 | 2.46 122 | 0.28 8 | 4.68 82 | 0.83 50 | 0.01 139 | 0.09 324 | 0.00 1 | 0.02 239 | 0.02 10 | 0.03 49 |
|
| aanet-new-78k |  | 2.47 103 | 1.27 211 | 10.18 446 | 3.08 124 | 0.28 19 | 2.19 28 | 1.35 150 | 6.66 86 | 1.44 15 | 1.58 52 | 4.08 101 | 1.02 51 | 6.47 318 | 8.61 188 | 0.83 50 | 0.00 1 | 0.04 161 | 0.00 1 | 0.00 1 | 0.03 46 | 0.22 315 |
|
| MonStereo |  | 1.76 47 | 0.75 44 | 3.64 59 | 2.27 36 | 1.61 261 | 6.04 281 | 0.14 31 | 6.02 56 | 2.88 83 | 1.35 35 | 2.11 51 | 0.30 14 | 0.36 14 | 6.84 132 | 0.83 50 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 197 | 0.02 10 | 0.02 16 |
|
| Monster-pub-eth3d |  | 1.75 45 | 0.75 44 | 3.64 59 | 2.27 36 | 1.62 262 | 6.02 280 | 0.14 31 | 6.02 56 | 2.87 81 | 1.35 35 | 2.11 51 | 0.30 14 | 0.36 14 | 6.59 121 | 0.83 50 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 239 | 0.02 10 | 0.02 16 |
|
| MonSter |  | 1.74 44 | 0.74 41 | 3.64 59 | 2.27 36 | 1.62 262 | 6.01 277 | 0.13 29 | 6.02 56 | 2.88 83 | 1.35 35 | 2.11 51 | 0.30 14 | 0.36 14 | 6.50 118 | 0.83 50 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 239 | 0.02 10 | 0.02 16 |
|
| CAR |  | 1.55 33 | 0.76 49 | 3.35 44 | 2.32 46 | 1.32 224 | 3.23 67 | 0.68 84 | 5.27 30 | 2.97 88 | 2.35 102 | 0.87 29 | 1.67 77 | 0.35 12 | 4.80 84 | 0.84 56 | 0.03 261 | 0.16 430 | 0.00 1 | 0.00 1 | 0.06 90 | 0.04 79 |
|
| MonSter++ |  | 1.28 15 | 0.63 21 | 2.88 12 | 2.00 16 | 0.32 27 | 2.14 26 | 0.01 1 | 4.86 24 | 2.56 56 | 1.63 56 | 0.45 16 | 2.17 112 | 1.25 67 | 3.81 54 | 0.84 56 | 0.01 139 | 0.02 100 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 16 |
|
| LGCAT |  | 1.26 13 | 0.62 16 | 2.91 17 | 2.64 77 | 0.31 25 | 1.47 13 | 0.01 1 | 2.88 5 | 1.65 28 | 1.31 33 | 0.45 16 | 1.79 90 | 1.38 75 | 5.91 105 | 0.85 58 | 0.10 352 | 0.42 543 | 0.00 1 | 0.00 1 | 0.01 1 | 0.44 415 |
|
| aanet-new-40k |  | 2.30 80 | 1.29 218 | 8.15 330 | 2.62 76 | 2.23 327 | 5.47 219 | 1.80 241 | 6.79 90 | 1.59 26 | 1.14 22 | 4.71 129 | 1.12 55 | 5.55 274 | 2.35 14 | 0.85 58 | 0.00 1 | 0.06 238 | 0.02 274 | 0.04 289 | 0.04 68 | 0.18 277 |
|
| GCAP-Stereo-DPT-3K |  | 3.15 153 | 0.89 97 | 5.41 176 | 2.73 85 | 4.54 479 | 4.68 149 | 1.28 138 | 9.18 172 | 9.89 271 | 5.93 218 | 11.97 271 | 1.79 90 | 0.42 19 | 3.06 32 | 0.85 58 | 0.00 1 | 0.07 267 | 0.00 1 | 0.07 348 | 0.09 143 | 0.04 79 |
|
| GeoVLM |  | 1.29 16 | 0.62 16 | 2.88 12 | 2.04 17 | 0.32 27 | 2.13 24 | 0.01 1 | 4.81 19 | 2.57 61 | 1.67 59 | 0.50 21 | 2.09 108 | 1.29 69 | 3.91 58 | 0.85 58 | 0.01 139 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| LG-Stereo_L1 |  | 1.59 37 | 0.89 97 | 4.07 94 | 2.55 72 | 0.95 174 | 2.93 52 | 0.50 70 | 6.75 88 | 1.54 18 | 1.32 34 | 0.24 10 | 0.50 29 | 0.59 30 | 7.91 165 | 0.85 58 | 0.04 282 | 0.12 379 | 0.01 244 | 0.00 1 | 0.03 46 | 0.02 16 |
|
| GREAT-IGEV |   | 2.18 71 | 1.15 176 | 4.04 90 | 2.89 103 | 0.69 120 | 2.95 54 | 0.20 44 | 5.82 50 | 5.88 179 | 0.92 12 | 5.07 150 | 1.08 53 | 1.46 79 | 9.60 234 | 0.86 63 | 0.00 1 | 0.13 395 | 0.00 1 | 0.24 470 | 0.14 198 | 0.46 422 |
| Jiahao LI, Xinhong Chen, Zhengmin JIANG, Qian Zhou, Yung-Hui Li, Jianping Wang: Global Regulation and Excitation via Attention Tuning for Stereo Matching. ICCV2025 |
| BridgeDepth_RVC |   | 1.46 22 | 0.72 37 | 2.76 9 | 1.47 5 | 0.75 142 | 4.05 103 | 0.01 1 | 5.97 55 | 1.58 25 | 1.29 32 | 1.19 37 | 1.02 51 | 2.98 143 | 3.52 45 | 0.87 64 | 0.79 552 | 0.08 305 | 0.12 420 | 0.05 317 | 0.01 1 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| CSFM-Stereo |  | 1.49 25 | 0.59 11 | 3.11 30 | 2.47 61 | 0.31 25 | 3.07 58 | 0.15 35 | 6.28 74 | 2.36 52 | 2.48 107 | 1.08 33 | 1.50 69 | 1.10 59 | 4.29 70 | 0.89 65 | 0.02 223 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 49 |
|
| aanet-new-60k |  | 2.64 111 | 1.31 226 | 9.62 415 | 2.69 83 | 0.91 168 | 6.94 319 | 1.66 197 | 6.67 87 | 1.57 21 | 1.53 50 | 3.90 98 | 2.64 131 | 3.38 159 | 8.81 205 | 0.90 66 | 0.00 1 | 0.07 267 | 0.01 244 | 0.01 197 | 0.04 68 | 0.20 296 |
|
| GCAP-Stereo-DPT-2K |  | 3.06 145 | 0.86 87 | 5.37 173 | 2.84 95 | 4.43 469 | 4.03 101 | 1.27 137 | 7.50 111 | 7.27 220 | 6.46 229 | 12.28 276 | 2.19 114 | 0.60 31 | 4.86 86 | 0.90 66 | 0.00 1 | 0.07 267 | 0.00 1 | 0.08 355 | 0.09 143 | 0.05 109 |
|
| Wavelet-MonSter |  | 1.61 41 | 0.84 77 | 4.03 88 | 2.47 61 | 2.55 351 | 2.93 52 | 0.03 9 | 4.71 17 | 1.40 14 | 1.96 77 | 4.34 109 | 0.34 21 | 0.83 47 | 4.87 87 | 0.90 66 | 0.00 1 | 0.03 139 | 0.02 274 | 0.00 1 | 0.02 10 | 0.03 49 |
|
| aanet-new-36k |  | 2.47 103 | 1.13 167 | 5.18 158 | 2.94 109 | 0.28 19 | 5.32 210 | 1.22 133 | 7.53 112 | 2.20 45 | 1.37 41 | 4.35 111 | 1.56 74 | 6.50 321 | 8.66 196 | 0.91 69 | 0.00 1 | 0.07 267 | 0.02 274 | 0.00 1 | 0.03 46 | 0.14 229 |
|
| Foundation-i1c-attn |  | 2.71 115 | 0.60 14 | 3.06 26 | 2.24 33 | 0.51 81 | 5.22 203 | 4.50 397 | 8.99 168 | 3.66 115 | 3.62 152 | 3.42 82 | 5.81 216 | 4.90 244 | 6.67 127 | 0.91 69 | 0.02 223 | 0.09 324 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 124 |
|
| Foundation-i1b |  | 2.92 134 | 0.62 16 | 3.27 38 | 2.10 21 | 0.80 150 | 6.05 282 | 4.79 408 | 9.72 185 | 3.49 111 | 4.53 184 | 3.28 76 | 6.44 237 | 5.47 270 | 6.76 130 | 0.92 71 | 0.02 223 | 0.09 324 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 49 |
|
| asd |  | 2.06 60 | 0.78 54 | 3.85 74 | 2.45 58 | 2.18 324 | 3.99 100 | 0.35 57 | 6.94 94 | 2.60 63 | 2.99 132 | 2.79 68 | 0.52 30 | 2.27 119 | 8.33 178 | 0.93 72 | 0.02 223 | 0.01 42 | 0.00 1 | 0.00 1 | 0.07 115 | 0.11 191 |
|
| GCAP-Stereo-DPT-cres |  | 2.79 123 | 0.82 67 | 4.94 139 | 2.88 100 | 4.51 477 | 7.85 340 | 1.68 201 | 7.92 127 | 2.72 71 | 2.50 108 | 5.74 173 | 3.82 162 | 6.75 333 | 2.59 19 | 0.94 73 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 178 | 0.03 49 |
|
| 3.75w |  | 2.32 85 | 0.89 97 | 3.85 74 | 2.45 58 | 3.23 395 | 8.15 345 | 1.42 155 | 5.77 47 | 2.79 78 | 2.60 112 | 4.64 126 | 0.31 18 | 2.77 138 | 6.56 120 | 0.94 73 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.06 90 | 0.05 109 |
|
| 111111 |  | 2.45 98 | 1.01 128 | 3.89 78 | 3.60 184 | 4.13 446 | 3.49 82 | 0.23 47 | 8.63 158 | 3.25 98 | 2.15 91 | 4.26 108 | 2.29 117 | 2.03 105 | 8.86 208 | 0.94 73 | 0.01 139 | 0.02 100 | 0.08 372 | 0.00 1 | 0.14 198 | 0.04 79 |
|
| monsters |  | 2.21 74 | 1.25 206 | 4.09 96 | 3.59 183 | 4.35 465 | 2.20 29 | 0.18 42 | 8.31 146 | 2.84 80 | 4.11 172 | 2.86 69 | 0.20 2 | 0.76 40 | 8.41 180 | 0.95 76 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.01 4 |
|
| AdaDepth |  | 2.20 72 | 0.82 67 | 4.90 136 | 3.27 143 | 2.91 377 | 3.54 86 | 0.70 88 | 5.30 34 | 3.05 92 | 1.73 64 | 3.31 78 | 0.49 28 | 1.60 82 | 10.91 289 | 0.96 77 | 0.03 261 | 0.11 366 | 0.00 1 | 0.23 460 | 0.04 68 | 0.03 49 |
|
| dual_stereo |  | 1.57 34 | 0.64 24 | 2.56 4 | 2.33 49 | 0.47 70 | 2.62 39 | 0.08 14 | 4.85 22 | 1.95 40 | 1.01 16 | 0.69 28 | 1.90 98 | 0.61 33 | 10.34 259 | 0.96 77 | 0.01 139 | 0.20 456 | 0.00 1 | 0.18 425 | 0.01 1 | 0.03 49 |
|
| MCSU-Stereo |  | 1.49 25 | 0.54 3 | 3.20 35 | 2.50 65 | 0.27 16 | 5.06 196 | 0.88 107 | 4.77 18 | 2.16 44 | 0.79 6 | 1.51 44 | 2.62 129 | 1.13 61 | 3.37 38 | 0.97 79 | 0.00 1 | 0.01 42 | 0.00 1 | 0.03 264 | 0.02 10 | 0.03 49 |
|
| 4.5_new |  | 1.82 48 | 0.79 59 | 3.44 50 | 2.35 51 | 1.84 288 | 5.69 249 | 1.28 138 | 5.59 37 | 2.60 63 | 3.74 155 | 3.37 80 | 0.43 25 | 0.97 53 | 3.16 36 | 0.98 80 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.07 115 | 0.16 258 |
|
| 4.5w-stereo |  | 1.83 49 | 0.79 59 | 3.45 52 | 2.35 51 | 1.84 288 | 5.69 249 | 1.29 141 | 5.59 37 | 2.60 63 | 3.75 156 | 3.37 80 | 0.43 25 | 0.97 53 | 3.16 36 | 0.98 80 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.07 115 | 0.16 258 |
|
| aanet-new |  | 3.09 149 | 1.23 197 | 5.57 199 | 4.01 216 | 2.64 359 | 10.34 375 | 1.80 241 | 7.22 103 | 1.74 32 | 1.88 74 | 5.05 149 | 2.33 118 | 7.68 352 | 9.12 220 | 0.99 82 | 0.01 139 | 0.07 267 | 0.00 1 | 0.00 1 | 0.05 83 | 0.05 109 |
|
| 4.25_new |  | 1.94 53 | 0.81 63 | 3.74 65 | 2.82 91 | 2.69 361 | 4.37 118 | 2.37 299 | 5.76 44 | 2.78 75 | 1.99 81 | 3.60 87 | 0.23 4 | 2.40 125 | 4.13 61 | 0.99 82 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| 4.5w_new |  | 1.94 53 | 0.81 63 | 3.74 65 | 2.82 91 | 2.69 361 | 4.37 118 | 2.37 299 | 5.76 44 | 2.78 75 | 1.99 81 | 3.60 87 | 0.23 4 | 2.40 125 | 4.13 61 | 0.99 82 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| 4.25w-stereo |  | 1.94 53 | 0.81 63 | 3.74 65 | 2.82 91 | 2.69 361 | 4.37 118 | 2.37 299 | 5.76 44 | 2.78 75 | 1.99 81 | 3.60 87 | 0.23 4 | 2.40 125 | 4.13 61 | 0.99 82 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| 3.25w_new |  | 2.24 78 | 0.88 92 | 3.97 84 | 2.28 41 | 1.34 232 | 6.00 274 | 1.19 130 | 6.56 81 | 3.26 101 | 3.90 163 | 3.77 92 | 0.62 34 | 2.46 129 | 7.46 153 | 0.99 82 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.06 90 | 0.06 124 |
|
| 3.25w |  | 2.24 78 | 0.88 92 | 3.97 84 | 2.28 41 | 1.34 232 | 6.01 277 | 1.19 130 | 6.56 81 | 3.26 101 | 3.90 163 | 3.77 92 | 0.62 34 | 2.46 129 | 7.44 150 | 0.99 82 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.06 90 | 0.06 124 |
|
| LG-G_1 |  | 2.14 67 | 0.64 24 | 4.04 90 | 3.18 132 | 0.37 44 | 11.00 397 | 0.60 78 | 6.27 70 | 1.55 19 | 1.28 30 | 1.15 35 | 1.34 63 | 2.14 109 | 8.08 171 | 0.99 82 | 0.04 282 | 0.12 379 | 0.00 1 | 0.00 1 | 0.06 90 | 0.03 49 |
|
| LG-G |  | 2.14 67 | 0.64 24 | 4.04 90 | 3.18 132 | 0.37 44 | 11.00 397 | 0.60 78 | 6.27 70 | 1.55 19 | 1.28 30 | 1.15 35 | 1.34 63 | 2.14 109 | 8.08 171 | 0.99 82 | 0.04 282 | 0.12 379 | 0.00 1 | 0.00 1 | 0.06 90 | 0.03 49 |
|
| WQFJA1++ |  | 2.38 91 | 0.59 11 | 4.21 105 | 2.66 81 | 1.85 291 | 2.47 36 | 0.29 55 | 7.02 97 | 2.10 42 | 3.41 146 | 2.43 58 | 0.68 42 | 1.63 85 | 7.27 141 | 1.00 90 | 0.01 139 | 0.05 199 | 0.01 244 | 0.01 197 | 9.83 646 | 0.09 162 |
|
| S2M2_XL |  | 0.93 1 | 0.78 54 | 3.42 48 | 1.97 11 | 0.27 16 | 0.44 1 | 0.01 1 | 1.71 1 | 0.99 6 | 1.17 24 | 2.70 67 | 1.74 82 | 1.21 65 | 1.17 1 | 1.00 90 | 0.00 1 | 0.01 42 | 0.01 244 | 0.00 1 | 0.02 10 | 0.02 16 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| monsterstereo |  | 2.41 94 | 0.98 121 | 4.33 108 | 4.12 225 | 4.48 471 | 1.80 17 | 0.08 14 | 5.78 48 | 5.21 162 | 3.36 142 | 7.40 200 | 0.25 9 | 0.37 18 | 8.92 209 | 1.00 90 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.01 4 |
|
| aanet-new-22k |  | 2.41 94 | 1.25 206 | 5.47 184 | 3.25 139 | 0.40 51 | 4.44 126 | 2.00 270 | 8.36 149 | 5.01 148 | 1.72 63 | 4.75 131 | 1.55 73 | 4.99 250 | 3.65 50 | 1.01 93 | 0.00 1 | 0.07 267 | 0.01 244 | 0.03 264 | 0.09 143 | 0.10 174 |
|
| 2.5w |  | 2.10 63 | 0.78 54 | 4.30 106 | 2.96 114 | 1.85 291 | 3.22 66 | 2.25 290 | 6.05 61 | 2.69 69 | 1.80 71 | 5.44 161 | 0.23 4 | 2.01 104 | 7.36 146 | 1.01 93 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 124 |
|
| aanet-32k-new |  | 2.45 98 | 1.49 287 | 5.53 190 | 2.99 117 | 1.32 224 | 5.09 197 | 1.83 247 | 5.66 40 | 1.61 27 | 1.21 28 | 4.15 102 | 2.17 112 | 6.08 298 | 8.40 179 | 1.04 95 | 0.01 139 | 0.07 267 | 0.00 1 | 0.00 1 | 0.10 167 | 0.21 307 |
|
| gcap-zeroshot |  | 2.89 128 | 0.89 97 | 5.46 181 | 2.84 95 | 4.48 471 | 4.56 133 | 1.32 145 | 8.66 159 | 7.60 224 | 5.67 213 | 10.03 235 | 1.78 86 | 0.45 20 | 2.69 22 | 1.04 95 | 0.00 1 | 0.07 267 | 0.00 1 | 0.06 337 | 0.10 167 | 0.04 79 |
|
| testlalala |  | 2.89 128 | 0.89 97 | 5.46 181 | 2.84 95 | 4.48 471 | 4.56 133 | 1.32 145 | 8.66 159 | 7.60 224 | 5.67 213 | 10.03 235 | 1.78 86 | 0.45 20 | 2.69 22 | 1.04 95 | 0.00 1 | 0.07 267 | 0.00 1 | 0.06 337 | 0.10 167 | 0.04 79 |
|
| LCMNet |  | 1.70 42 | 0.59 11 | 2.97 20 | 1.86 7 | 0.58 95 | 1.95 21 | 0.09 17 | 6.27 70 | 7.21 215 | 1.23 29 | 1.48 42 | 1.25 60 | 1.34 71 | 6.03 107 | 1.05 98 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| GIP-stereo |  | 2.66 113 | 1.00 127 | 4.00 86 | 4.99 300 | 3.41 401 | 3.38 74 | 0.77 96 | 8.73 163 | 5.69 178 | 2.08 88 | 5.38 155 | 4.13 168 | 3.21 149 | 5.21 92 | 1.05 98 | 0.01 139 | 0.06 238 | 0.00 1 | 0.00 1 | 0.07 115 | 0.04 79 |
|
| aanet-new-24k |  | 2.30 80 | 1.22 192 | 5.12 151 | 2.70 84 | 1.53 251 | 5.69 249 | 1.70 206 | 6.27 70 | 1.48 16 | 2.45 106 | 5.91 175 | 2.25 115 | 4.48 211 | 3.69 52 | 1.10 100 | 0.00 1 | 0.03 139 | 0.01 244 | 0.25 476 | 0.11 178 | 0.02 16 |
|
| aanet-new-12k |  | 2.30 80 | 0.79 59 | 8.45 347 | 4.28 247 | 0.45 68 | 4.57 136 | 1.75 227 | 8.28 145 | 2.63 67 | 2.70 118 | 1.35 40 | 1.74 82 | 4.57 220 | 3.03 31 | 1.10 100 | 0.01 139 | 0.03 139 | 0.07 361 | 0.01 197 | 0.12 184 | 0.06 124 |
|
| MLG-Stereo_test3 |  | 1.57 34 | 0.69 35 | 3.82 73 | 2.19 29 | 1.34 232 | 3.92 96 | 0.25 49 | 5.89 53 | 1.27 11 | 0.91 11 | 1.07 32 | 1.99 102 | 0.64 36 | 6.09 109 | 1.10 100 | 0.03 261 | 0.09 324 | 0.00 1 | 0.00 1 | 0.05 83 | 0.04 79 |
|
| aanet-new-70k |  | 2.48 105 | 1.18 184 | 8.17 334 | 2.76 88 | 0.62 105 | 4.98 181 | 1.52 171 | 6.84 92 | 1.57 21 | 1.69 60 | 3.83 96 | 0.84 48 | 5.29 267 | 8.97 213 | 1.12 103 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.03 46 | 0.11 191 |
|
| GCAP-Stereo-DPT-5K |  | 3.02 142 | 0.89 97 | 5.34 169 | 2.90 104 | 4.48 471 | 4.69 150 | 1.34 148 | 8.59 152 | 8.81 252 | 5.94 220 | 10.70 251 | 1.84 93 | 0.51 23 | 2.94 27 | 1.12 103 | 0.00 1 | 0.07 267 | 0.00 1 | 0.04 289 | 0.09 143 | 0.04 79 |
|
| 4w-stereo |  | 2.03 58 | 0.98 121 | 4.12 100 | 2.31 45 | 1.96 306 | 3.70 90 | 0.61 80 | 6.37 77 | 2.37 53 | 2.10 89 | 4.19 104 | 0.33 19 | 3.33 157 | 7.03 135 | 1.12 103 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 46 | 0.08 156 |
|
| test_for_model |  | 3.02 142 | 0.89 97 | 5.34 169 | 2.90 104 | 4.48 471 | 4.69 150 | 1.34 148 | 8.59 152 | 8.81 252 | 5.94 220 | 10.70 251 | 1.84 93 | 0.51 23 | 2.94 27 | 1.12 103 | 0.00 1 | 0.07 267 | 0.00 1 | 0.04 289 | 0.09 143 | 0.04 79 |
|
| AIO_rvc |  | 2.81 124 | 1.10 158 | 4.88 134 | 3.63 187 | 2.59 353 | 5.36 213 | 1.85 250 | 8.21 142 | 4.37 131 | 1.60 55 | 4.74 130 | 4.74 186 | 1.16 64 | 10.10 254 | 1.13 107 | 0.47 499 | 0.04 161 | 0.00 1 | 0.04 289 | 0.15 206 | 0.12 201 |
|
| GCAP-Stereo-DPT26K |  | 2.09 62 | 1.04 137 | 5.75 210 | 2.56 74 | 0.65 113 | 2.75 45 | 1.75 227 | 8.35 148 | 1.65 28 | 2.30 100 | 3.44 84 | 1.73 81 | 3.12 147 | 5.03 90 | 1.14 108 | 0.00 1 | 0.00 1 | 0.00 1 | 0.26 482 | 0.09 143 | 0.11 191 |
|
| GEAStereo |  | 1.94 53 | 0.95 113 | 3.61 56 | 3.84 207 | 0.64 109 | 4.39 122 | 1.50 164 | 8.01 130 | 2.33 50 | 2.24 94 | 2.61 63 | 1.19 58 | 2.25 114 | 3.50 42 | 1.15 109 | 0.01 139 | 0.06 238 | 0.05 327 | 0.00 1 | 0.22 247 | 0.14 229 |
|
| GSStereo |  | 2.16 69 | 0.95 113 | 3.61 56 | 4.08 220 | 0.64 109 | 4.39 122 | 1.50 164 | 8.60 155 | 4.56 135 | 2.71 119 | 2.61 63 | 1.86 95 | 2.25 114 | 3.50 42 | 1.15 109 | 0.00 1 | 0.07 267 | 0.00 1 | 0.39 534 | 0.22 247 | 0.15 249 |
|
| GS-Stereo |  | | | | | | | 1.50 164 | 8.60 155 | 4.56 135 | 2.71 119 | 2.61 63 | 1.86 95 | 2.25 114 | 3.50 42 | 1.15 109 | 0.00 1 | 0.07 267 | 0.00 1 | 0.39 534 | 0.22 247 | 0.15 249 |
|
| MoCha-V2 |  | 3.20 160 | 0.92 109 | 4.82 131 | 5.09 309 | 0.40 51 | 4.63 145 | 1.37 152 | 9.81 187 | 5.41 168 | 5.58 211 | 5.26 153 | 2.63 130 | 6.48 319 | 9.90 246 | 1.15 109 | 0.02 223 | 0.24 493 | 0.00 1 | 0.25 476 | 0.07 115 | 0.04 79 |
|
| GCAP-Stereo-cres-4k |  | 2.74 118 | 1.02 131 | 5.23 161 | 4.54 267 | 2.61 354 | 9.27 363 | 1.75 227 | 7.23 104 | 3.64 114 | 1.98 80 | 5.02 146 | 2.28 116 | 5.13 258 | 3.57 48 | 1.16 113 | 0.00 1 | 0.13 395 | 0.00 1 | 0.02 239 | 0.05 83 | 0.13 218 |
|
| aanet-new-16k |  | 2.22 76 | 1.02 131 | 5.90 217 | 3.73 196 | 0.42 59 | 3.84 94 | 1.65 196 | 7.64 118 | 2.53 55 | 1.54 51 | 4.47 117 | 2.61 127 | 4.68 227 | 2.97 30 | 1.19 114 | 0.00 1 | 0.04 161 | 0.00 1 | 0.03 264 | 0.07 115 | 0.10 174 |
|
| HiDET |  | 1.32 17 | 0.56 6 | 3.12 32 | 2.54 70 | 0.43 66 | 1.92 20 | 0.02 8 | 5.70 41 | 2.72 71 | 1.35 35 | 0.52 22 | 1.27 61 | 0.97 53 | 4.05 60 | 1.19 114 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 16 |
|
| aanet-new-14k |  | 2.92 134 | 0.98 121 | 7.97 318 | 3.81 204 | 0.32 27 | 4.39 122 | 1.76 233 | 10.49 203 | 9.76 268 | 2.98 131 | 4.82 139 | 0.62 34 | 6.72 328 | 2.51 17 | 1.21 116 | 0.00 1 | 0.02 100 | 0.01 244 | 0.00 1 | 0.08 132 | 0.03 49 |
|
| AIO-Stereo |   | 2.91 132 | 1.19 187 | 5.14 153 | 4.15 227 | 0.79 147 | 4.67 147 | 1.76 233 | 9.59 179 | 5.19 161 | 2.66 117 | 4.76 134 | 5.40 206 | 0.78 41 | 10.30 258 | 1.23 117 | 0.00 1 | 0.06 238 | 0.00 1 | 0.36 524 | 0.09 143 | 0.15 249 |
|
| Foundation-i1 |  | 3.56 185 | 0.63 21 | 2.94 19 | 3.20 134 | 3.52 410 | 6.18 285 | 4.51 398 | 12.68 249 | 5.38 166 | 5.96 223 | 6.16 178 | 7.37 266 | 4.87 242 | 6.38 115 | 1.27 118 | 0.02 223 | 0.09 324 | 0.00 1 | 0.00 1 | 0.03 46 | 0.04 79 |
|
| MatchStereo |   | 1.70 42 | 0.88 92 | 3.85 74 | 2.11 22 | 0.14 1 | 2.35 33 | 0.33 56 | 5.87 51 | 4.80 141 | 0.90 10 | 4.35 111 | 0.81 47 | 1.32 70 | 4.93 88 | 1.30 119 | 0.01 139 | 0.05 199 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 4 |
| Tingman Yan, Tao Liu, Xilian Yang, Qunfei Zhao, Zeyang Xia: MatchAttention: Matching the Relative Positions for High-Resolution Cross-View Matching. Arxiv, 2025 |
| 3w_stereo |  | 2.49 106 | 0.84 77 | 5.43 177 | 2.46 60 | 0.46 69 | 5.44 217 | 6.54 473 | 7.07 98 | 3.41 110 | 3.30 140 | 4.77 135 | 0.28 13 | 4.24 195 | 4.24 67 | 1.30 119 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| gasm-f |  | 2.39 92 | 0.96 118 | 3.77 70 | 3.84 207 | 0.50 79 | 4.50 129 | 2.54 314 | 8.01 130 | 2.33 50 | 2.24 94 | 5.92 176 | 1.19 58 | 4.05 186 | 6.12 110 | 1.31 121 | 0.01 139 | 0.06 238 | 0.05 327 | 0.00 1 | 0.25 274 | 0.14 229 |
|
| Zero-FE251 |  | 2.73 116 | 1.57 323 | 5.05 147 | 4.17 228 | 1.92 304 | 7.26 327 | 0.75 93 | 7.75 123 | 3.01 90 | 4.88 200 | 2.40 57 | 5.44 207 | 4.17 192 | 4.39 72 | 1.31 121 | 0.27 443 | 0.06 238 | 0.04 316 | 0.03 264 | 0.03 46 | 0.12 201 |
|
| Foundation-i1a |  | 2.94 137 | 0.64 24 | 3.21 36 | 2.24 33 | 0.39 50 | 5.32 210 | 3.99 376 | 9.68 181 | 3.94 122 | 5.17 206 | 3.16 74 | 6.62 241 | 5.95 293 | 7.03 135 | 1.32 123 | 0.02 223 | 0.10 345 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 124 |
|
| aanet-new-10k |  | 2.69 114 | 1.23 197 | 9.26 398 | 4.00 215 | 0.52 85 | 8.39 350 | 1.89 257 | 7.92 127 | 1.69 30 | 2.89 126 | 2.99 71 | 2.76 134 | 5.48 271 | 3.07 33 | 1.35 124 | 0.00 1 | 0.11 366 | 0.05 327 | 0.04 289 | 0.09 143 | 0.04 79 |
|
| DispViT+ |  | 2.39 92 | 0.66 32 | 3.18 34 | 1.32 3 | 5.13 511 | 2.80 49 | 0.09 17 | 12.73 250 | 6.26 188 | 1.59 53 | 1.01 31 | 0.71 43 | 1.06 58 | 9.26 225 | 1.35 124 | 0.62 528 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 46 | 0.02 16 |
|
| MSCF |  | 3.01 140 | 1.87 411 | 5.23 161 | 3.98 214 | 0.70 122 | 5.42 216 | 1.48 159 | 8.59 152 | 4.59 138 | 5.05 203 | 6.40 181 | 1.76 85 | 7.07 340 | 5.69 98 | 1.36 126 | 0.00 1 | 0.02 100 | 0.00 1 | 0.63 570 | 0.16 217 | 0.24 333 |
|
| GASTEREO |  | 3.18 157 | 1.99 432 | 5.13 152 | 4.28 247 | 0.70 122 | 5.59 231 | 1.49 163 | 8.66 159 | 4.94 147 | 5.17 206 | 6.84 189 | 1.58 75 | 7.14 342 | 7.72 158 | 1.38 127 | 0.00 1 | 0.02 100 | 0.00 1 | 0.64 571 | 0.08 132 | 0.23 326 |
|
| GCAP-Stereo-DPT-FT |  | 3.37 171 | 5.20 565 | 20.75 592 | 3.26 140 | 3.66 416 | 3.19 65 | 1.77 236 | 8.61 157 | 2.83 79 | 2.16 93 | 3.61 90 | 3.75 159 | 3.63 174 | 3.13 35 | 1.41 128 | 0.05 308 | 0.12 379 | 0.00 1 | 0.01 197 | 0.13 192 | 0.22 315 |
|
| aanet-new-8k |  | 2.87 127 | 1.08 150 | 5.00 146 | 3.55 174 | 0.36 42 | 5.96 270 | 1.77 236 | 9.42 173 | 4.81 142 | 2.01 86 | 3.89 97 | 1.30 62 | 6.79 336 | 9.92 247 | 1.42 129 | 0.01 139 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 132 | 0.04 79 |
|
| HUF |  | 2.75 119 | 1.32 230 | 5.28 165 | 2.83 94 | 0.55 90 | 5.23 205 | 2.19 281 | 8.97 166 | 4.23 126 | 1.97 78 | 4.39 114 | 5.03 193 | 2.64 133 | 6.86 133 | 1.44 130 | 0.73 542 | 0.63 584 | 0.09 384 | 0.00 1 | 0.17 228 | 0.44 415 |
|
| asda |  | 1.95 57 | 0.81 63 | 4.14 102 | 2.66 81 | 1.93 305 | 3.30 73 | 0.86 104 | 5.92 54 | 3.10 93 | 2.41 104 | 3.10 72 | 0.63 37 | 2.99 144 | 5.57 94 | 1.48 131 | 0.02 223 | 0.01 42 | 0.00 1 | 0.00 1 | 0.07 115 | 0.07 141 |
|
| BLMT-Stereo |  | 0.99 4 | 0.51 2 | 3.10 29 | 2.65 78 | 0.36 42 | 0.56 2 | 0.27 51 | 1.94 2 | 1.86 37 | 1.00 14 | 2.57 61 | 1.18 57 | 0.15 1 | 1.90 4 | 1.49 132 | 0.14 372 | 0.01 42 | 0.00 1 | 0.02 239 | 0.03 46 | 0.03 49 |
|
| SCV_C0 |  | 3.23 164 | 1.31 226 | 6.44 242 | 3.20 134 | 0.82 153 | 4.84 170 | 1.61 189 | 10.34 200 | 6.85 202 | 2.74 122 | 4.91 140 | 6.26 230 | 1.81 99 | 11.06 297 | 1.50 133 | 0.11 359 | 0.06 238 | 0.00 1 | 0.23 460 | 0.33 346 | 0.11 191 |
|
| IGEV-RUCA |  | 3.00 139 | 1.12 165 | 4.51 117 | 4.78 284 | 2.30 333 | 6.18 285 | 1.80 241 | 7.24 106 | 4.79 140 | 2.63 116 | 4.91 140 | 4.06 165 | 2.44 128 | 9.70 239 | 1.50 133 | 0.14 372 | 0.26 504 | 0.21 474 | 0.29 496 | 0.74 491 | 0.35 387 |
|
| S2M2_L |  | 2.06 60 | 1.28 214 | 4.05 93 | 3.20 134 | 1.14 201 | 2.31 30 | 0.06 12 | 6.26 68 | 6.67 197 | 1.75 66 | 4.48 118 | 4.47 177 | 0.81 45 | 2.36 15 | 1.52 135 | 0.25 436 | 0.10 345 | 0.03 294 | 0.00 1 | 0.49 418 | 0.03 49 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| Pro-Stereo |  | 1.58 36 | 0.49 1 | 3.02 24 | 2.86 99 | 0.49 76 | 5.49 220 | 0.77 96 | 2.05 4 | 1.90 39 | 1.48 49 | 1.19 37 | 1.46 66 | 0.15 1 | 8.09 173 | 1.54 136 | 0.16 384 | 0.03 139 | 0.00 1 | 0.30 503 | 0.04 68 | 0.02 16 |
|
| DA |  | 3.70 196 | 0.83 71 | 4.78 127 | 5.07 306 | 0.70 122 | 16.50 520 | 1.94 264 | 9.42 173 | 7.22 216 | 4.02 168 | 6.78 185 | 5.96 219 | 4.49 213 | 4.16 64 | 1.54 136 | 0.05 308 | 0.12 379 | 0.00 1 | 0.00 1 | 0.06 90 | 0.26 344 |
|
| GGEV |  | 3.70 196 | 0.83 71 | 4.78 127 | 5.07 306 | 0.70 122 | 16.50 520 | 1.94 264 | 9.42 173 | 7.22 216 | 4.02 168 | 6.78 185 | 5.96 219 | 4.49 213 | 4.16 64 | 1.54 136 | 0.05 308 | 0.12 379 | 0.00 1 | 0.00 1 | 0.06 90 | 0.26 344 |
|
| IGEV-BASED-STEREO- |  | 7.61 380 | 27.25 672 | 41.87 648 | 2.73 85 | 0.41 54 | 4.25 113 | 1.50 164 | 6.63 85 | 3.87 120 | 4.31 176 | 3.78 94 | 2.48 123 | 1.39 76 | 5.67 96 | 1.56 139 | 25.09 681 | 0.05 199 | 0.01 244 | 0.08 355 | 4.67 612 | 14.58 672 |
|
| AEACV |  | 3.17 154 | 1.11 161 | 5.39 175 | 4.55 268 | 5.35 528 | 4.29 115 | 1.60 186 | 6.21 67 | 5.43 169 | 3.08 136 | 7.85 207 | 4.23 170 | 6.55 323 | 5.51 93 | 1.56 139 | 0.00 1 | 0.09 324 | 0.03 294 | 0.32 511 | 0.20 239 | 0.12 201 |
|
| ACVNet-DCA |  | 5.28 260 | 2.00 434 | 4.99 142 | 5.89 384 | 0.26 10 | 10.85 391 | 5.38 422 | 20.20 403 | 11.88 293 | 6.95 238 | 10.01 230 | 4.49 178 | 9.78 403 | 10.79 279 | 1.59 141 | 0.00 1 | 0.05 199 | 0.00 1 | 0.04 289 | 0.25 274 | 0.20 296 |
|
| xx1 |  | 5.99 311 | 2.00 434 | 4.99 142 | 5.89 384 | 0.26 10 | 10.85 391 | 5.38 422 | 17.84 359 | 15.48 353 | 6.95 238 | 10.01 230 | 16.02 417 | 11.15 432 | 10.79 279 | 1.59 141 | 0.00 1 | 0.05 199 | 0.02 274 | 0.05 317 | 0.25 274 | 0.20 296 |
|
| cc1 |  | 5.34 265 | 2.00 434 | 4.99 142 | 5.89 384 | 0.26 10 | 10.85 391 | 5.38 422 | 17.85 361 | 15.48 353 | 6.95 238 | 10.01 230 | 4.49 178 | 9.78 403 | 10.79 279 | 1.59 141 | 0.00 1 | 0.05 199 | 0.00 1 | 0.04 289 | 0.30 316 | 0.13 218 |
|
| ffm |  | 8.12 402 | 1.43 264 | 9.67 421 | 5.70 366 | 3.44 403 | 11.96 414 | 6.35 460 | 18.45 373 | 16.31 367 | 15.83 399 | 31.44 531 | 17.22 439 | 10.87 424 | 10.82 284 | 1.61 144 | 0.00 1 | 0.05 199 | 0.80 560 | 0.08 355 | 0.26 285 | 0.14 229 |
|
| tt1 |  | 5.27 259 | 1.99 432 | 5.11 150 | 6.02 403 | 0.26 10 | 10.59 384 | 4.22 390 | 18.45 373 | 16.31 367 | 6.75 232 | 8.95 216 | 4.75 187 | 9.15 388 | 10.82 284 | 1.61 144 | 0.00 1 | 0.05 199 | 0.00 1 | 0.04 289 | 0.26 285 | 0.14 229 |
|
| DEFOM-Stereo_RVC |  | 3.18 157 | 6.90 594 | 3.85 74 | 10.48 579 | 1.59 258 | 4.71 153 | 0.47 68 | 8.39 151 | 2.76 74 | 2.34 101 | 3.12 73 | 0.74 44 | 7.20 345 | 9.02 218 | 1.62 146 | 0.00 1 | 0.14 412 | 0.00 1 | 0.19 438 | 0.02 10 | 0.03 49 |
|
| fffy |  | 3.28 168 | 1.20 189 | 5.94 220 | 3.67 188 | 0.85 156 | 4.84 170 | 1.75 227 | 10.18 195 | 6.44 191 | 2.60 112 | 6.15 177 | 6.33 233 | 3.16 148 | 10.08 253 | 1.62 146 | 0.00 1 | 0.12 379 | 0.00 1 | 0.00 1 | 0.30 316 | 0.33 377 |
|
| EGLCR-Stereo |  | 2.92 134 | 1.06 140 | 5.28 165 | 3.38 154 | 0.55 90 | 4.59 140 | 0.66 82 | 10.43 202 | 4.81 142 | 3.30 140 | 3.23 75 | 7.93 275 | 1.71 91 | 9.22 222 | 1.62 146 | 0.05 308 | 0.12 379 | 0.00 1 | 0.00 1 | 0.23 262 | 0.16 258 |
|
| RSM |  | 3.10 150 | 0.98 121 | 4.86 133 | 4.17 228 | 1.08 189 | 4.76 163 | 1.83 247 | 10.14 194 | 4.21 125 | 3.38 144 | 4.34 109 | 7.82 271 | 1.75 93 | 10.69 273 | 1.64 149 | 0.00 1 | 0.03 139 | 0.00 1 | 0.18 425 | 0.13 192 | 0.07 141 |
|
| VIP-Stereo |  | 3.13 151 | 1.39 253 | 4.85 132 | 3.02 120 | 4.34 463 | 15.03 479 | 1.76 233 | 5.70 41 | 3.66 115 | 1.87 73 | 5.38 155 | 2.42 120 | 1.84 101 | 9.45 230 | 1.65 150 | 0.00 1 | 0.08 305 | 0.00 1 | 0.00 1 | 0.06 90 | 0.13 218 |
|
| Selective-IGEV-i32 |  | 3.06 145 | 1.11 161 | 4.98 140 | 3.56 175 | 1.63 265 | 4.72 154 | 2.15 280 | 10.74 214 | 4.55 134 | 2.94 129 | 4.60 122 | 5.53 209 | 1.78 95 | 10.82 284 | 1.69 151 | 0.00 1 | 0.01 42 | 0.00 1 | 0.14 406 | 0.06 90 | 0.13 218 |
|
| RSM++ |  | 3.08 148 | 1.04 137 | 5.27 164 | 4.25 243 | 0.50 79 | 5.04 192 | 2.63 319 | 10.11 193 | 4.34 130 | 3.16 137 | 4.66 127 | 6.73 243 | 1.87 103 | 9.96 249 | 1.69 151 | 0.00 1 | 0.00 1 | 0.01 244 | 0.18 425 | 0.14 198 | 0.10 174 |
|
| Selective-IGEV |  | 3.06 145 | 1.11 161 | 4.98 140 | 3.56 175 | 1.66 267 | 4.73 155 | 2.14 279 | 10.73 213 | 4.56 135 | 2.93 127 | 4.60 122 | 5.54 210 | 1.77 94 | 10.82 284 | 1.69 151 | 0.00 1 | 0.01 42 | 0.00 1 | 0.14 406 | 0.06 90 | 0.13 218 |
|
| 2w_stereo |  | 2.37 89 | 0.83 71 | 4.12 100 | 2.73 85 | 1.22 210 | 4.67 147 | 3.90 375 | 6.98 95 | 3.62 113 | 3.48 147 | 5.01 145 | 0.24 8 | 4.36 198 | 4.43 74 | 1.70 154 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 49 |
|
| CAS++ |  | 4.07 216 | 1.67 359 | 6.02 225 | 4.17 228 | 1.02 177 | 4.26 114 | 1.68 201 | 19.10 390 | 10.01 273 | 9.18 267 | 9.17 221 | 1.98 100 | 1.41 77 | 9.54 232 | 1.73 155 | 0.02 223 | 0.05 199 | 0.00 1 | 0.00 1 | 0.32 338 | 0.11 191 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| SCV |  | 3.20 160 | 1.40 255 | 5.96 221 | 4.71 278 | 0.71 127 | 4.21 111 | 1.70 206 | 10.94 215 | 6.06 183 | 1.85 72 | 4.80 137 | 6.16 223 | 2.74 137 | 9.82 242 | 1.74 156 | 0.05 308 | 0.09 324 | 0.00 1 | 0.24 470 | 0.50 423 | 0.30 363 |
|
| MC-Stereo |  | 3.99 211 | 0.95 113 | 4.70 126 | 5.09 309 | 0.44 67 | 3.77 92 | 1.79 239 | 9.86 189 | 7.05 214 | 6.34 228 | 13.35 286 | 6.83 247 | 6.34 314 | 10.80 282 | 1.75 157 | 0.00 1 | 0.11 366 | 0.06 350 | 0.24 470 | 0.12 184 | 0.14 229 |
|
| SE |  | 4.60 231 | 1.47 275 | 5.19 159 | 4.23 236 | 0.85 156 | 9.99 368 | 4.88 413 | 12.51 239 | 10.59 278 | 10.28 282 | 11.98 272 | 4.92 192 | 5.94 291 | 3.97 59 | 1.76 158 | 2.49 615 | 0.07 267 | 0.26 489 | 0.19 438 | 0.37 365 | 0.12 201 |
|
| TS12 |  | 2.64 111 | 0.78 54 | 3.08 28 | 2.06 18 | 0.32 27 | 6.38 297 | 0.20 44 | 8.17 139 | 4.25 127 | 2.93 127 | 10.46 247 | 1.46 66 | 3.07 145 | 7.82 162 | 1.77 159 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.04 68 | 0.02 16 |
|
| ours_stereo |  | 2.91 132 | 1.34 238 | 5.14 153 | 3.67 188 | 1.49 247 | 3.87 95 | 2.80 328 | 8.10 136 | 6.28 189 | 2.15 91 | 5.66 171 | 3.98 164 | 1.84 101 | 9.38 229 | 1.77 159 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.32 338 | 0.34 381 |
|
| LG-Stereo_Zeroshot |  | 2.77 120 | 0.90 106 | 5.49 186 | 4.91 296 | 1.75 279 | 3.75 91 | 0.85 103 | 7.14 100 | 3.33 106 | 3.51 150 | 10.67 249 | 2.03 105 | 5.26 266 | 3.11 34 | 1.80 161 | 0.00 1 | 0.06 238 | 0.00 1 | 0.19 438 | 0.43 389 | 0.19 291 |
|
| fffft |  | 2.58 108 | 0.86 87 | 5.15 156 | 3.15 130 | 1.32 224 | 4.44 126 | 4.17 386 | 8.04 133 | 3.29 104 | 3.03 134 | 2.20 55 | 1.88 97 | 1.45 78 | 10.41 262 | 1.80 161 | 0.00 1 | 0.04 161 | 0.00 1 | 0.00 1 | 0.31 328 | 0.10 174 |
| 1: 1. 1 |
| MyStereo07 |  | 4.38 223 | 1.92 421 | 5.06 148 | 6.09 407 | 4.31 459 | 6.54 304 | 9.96 544 | 15.35 311 | 5.15 160 | 4.34 179 | 5.65 170 | 3.15 142 | 5.77 285 | 11.33 316 | 1.81 163 | 0.06 329 | 0.10 345 | 0.03 294 | 0.04 289 | 0.63 464 | 0.30 363 |
|
| GCAPDPT-zeroshot |  | 3.64 190 | 1.06 140 | 7.35 289 | 3.46 163 | 3.60 413 | 2.72 43 | 1.55 177 | 8.93 164 | 12.16 298 | 4.62 187 | 6.47 182 | 7.18 259 | 1.80 97 | 9.68 237 | 1.81 163 | 0.04 282 | 0.10 345 | 0.00 1 | 0.01 197 | 0.07 115 | 0.14 229 |
|
| DNS |  | 3.17 154 | 1.01 128 | 5.78 213 | 4.37 255 | 1.53 251 | 4.89 173 | 0.23 47 | 9.46 176 | 5.04 149 | 6.04 224 | 5.88 174 | 8.57 286 | 3.10 146 | 3.80 53 | 1.82 165 | 0.76 545 | 0.07 267 | 0.00 1 | 0.09 369 | 0.72 484 | 0.35 387 |
|
| GCAP-BAT |  | 3.64 190 | 1.06 140 | 7.37 290 | 3.46 163 | 3.60 413 | 2.72 43 | 1.55 177 | 8.93 164 | 12.16 298 | 4.62 187 | 6.47 182 | 7.18 259 | 1.80 97 | 9.68 237 | 1.82 165 | 0.04 282 | 0.10 345 | 0.00 1 | 0.01 197 | 0.07 115 | 0.14 229 |
|
| HART |  | 3.80 201 | 1.52 299 | 5.45 180 | 4.85 290 | 0.51 81 | 4.41 125 | 0.76 94 | 12.59 246 | 5.08 158 | 5.95 222 | 12.76 280 | 6.87 248 | 1.72 92 | 10.71 275 | 1.84 167 | 0.00 1 | 0.13 395 | 0.10 403 | 0.00 1 | 0.45 394 | 0.26 344 |
|
| PSi22 |  | 4.19 219 | 1.37 245 | 4.15 103 | 3.83 206 | 0.37 44 | 4.56 133 | 0.25 49 | 7.21 102 | 15.42 351 | 4.31 176 | 6.96 192 | 13.76 382 | 5.93 290 | 13.23 425 | 1.88 168 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.37 365 | 0.20 296 |
|
| castereo |  | 3.96 208 | 1.45 272 | 4.33 108 | 3.73 196 | 1.04 181 | 6.35 295 | 7.23 500 | 9.95 190 | 15.86 363 | 3.01 133 | 7.69 204 | 3.59 156 | 7.43 348 | 5.17 91 | 1.88 168 | 0.03 261 | 0.13 395 | 0.00 1 | 0.26 482 | 0.07 115 | 0.03 49 |
|
| VMStereo-Base |   | 3.41 173 | 0.84 77 | 4.19 104 | 1.72 6 | 0.47 70 | 3.01 55 | 0.57 77 | 10.10 192 | 14.58 338 | 3.85 161 | 9.11 219 | 7.48 268 | 2.36 121 | 7.75 161 | 1.90 170 | 0.07 340 | 0.08 305 | 0.04 316 | 0.00 1 | 0.06 90 | 0.02 16 |
|
| MSKI-zero shot |  | 4.76 239 | 1.56 319 | 5.98 222 | 5.14 320 | 1.13 195 | 6.55 306 | 1.55 177 | 12.76 251 | 8.06 234 | 10.44 285 | 11.50 265 | 13.47 378 | 2.38 122 | 12.07 364 | 1.90 170 | 0.01 139 | 0.20 456 | 0.02 274 | 0.29 496 | 0.14 198 | 0.14 229 |
|
| RT-Monster |  | 5.07 245 | 1.10 158 | 4.69 124 | 3.44 158 | 4.24 450 | 5.19 202 | 0.81 99 | 12.47 236 | 19.77 409 | 13.38 345 | 13.37 287 | 9.84 305 | 3.27 153 | 7.69 157 | 1.91 172 | 0.04 282 | 0.08 305 | 0.00 1 | 0.00 1 | 0.05 83 | 0.12 201 |
|
| CASnet |  | 3.91 205 | 1.03 136 | 4.68 122 | 4.98 298 | 0.27 16 | 4.99 184 | 2.95 334 | 11.02 217 | 11.02 283 | 10.61 287 | 11.76 267 | 4.15 169 | 1.65 88 | 5.85 103 | 1.91 172 | 0.50 505 | 0.00 1 | 0.59 540 | 0.12 395 | 0.13 192 | 0.02 16 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| GCAP-Stereo |  | 3.72 198 | 1.60 333 | 7.39 291 | 4.24 238 | 0.37 44 | 5.78 254 | 1.12 125 | 12.28 232 | 6.53 194 | 8.35 253 | 9.69 228 | 6.62 241 | 3.57 168 | 4.58 81 | 1.91 172 | 0.00 1 | 0.07 267 | 0.05 327 | 0.00 1 | 0.25 274 | 0.04 79 |
|
| HH |  | 5.47 270 | 2.08 453 | 9.00 379 | 4.88 293 | 1.07 186 | 4.93 177 | 3.60 367 | 16.68 339 | 6.83 200 | 8.39 256 | 12.14 274 | 15.05 400 | 9.06 386 | 12.68 396 | 1.93 175 | 0.02 223 | 0.17 435 | 0.18 458 | 0.00 1 | 0.28 299 | 0.48 427 |
|
| HanStereo |  | 5.47 270 | 2.08 453 | 9.00 379 | 4.88 293 | 1.07 186 | 4.93 177 | 3.60 367 | 16.68 339 | 6.83 200 | 8.39 256 | 12.14 274 | 15.05 400 | 9.06 386 | 12.68 396 | 1.93 175 | 0.02 223 | 0.17 435 | 0.18 458 | 0.00 1 | 0.28 299 | 0.48 427 |
|
| DN |  | 3.83 202 | 1.19 187 | 4.90 136 | 4.27 245 | 3.75 421 | 6.26 290 | 0.71 90 | 11.51 220 | 11.19 288 | 3.90 163 | 5.72 172 | 10.08 309 | 2.26 118 | 7.28 142 | 1.96 177 | 0.00 1 | 0.20 456 | 0.32 510 | 0.32 511 | 0.32 338 | 0.53 437 |
|
| MM-Stereo_test2 |  | 4.03 214 | 1.20 189 | 7.42 292 | 5.18 327 | 0.76 143 | 7.24 326 | 2.26 291 | 14.57 293 | 8.19 238 | 6.89 235 | 5.13 151 | 4.85 190 | 3.80 177 | 10.49 265 | 1.96 177 | 0.00 1 | 0.12 379 | 0.00 1 | 0.09 369 | 0.33 346 | 0.08 156 |
|
| tt45 |  | 3.20 160 | 0.95 113 | 4.36 111 | 3.73 196 | 1.86 293 | 8.19 346 | 2.05 277 | 9.12 171 | 3.36 109 | 5.60 212 | 4.42 115 | 4.61 185 | 2.39 124 | 11.00 293 | 1.96 177 | 0.00 1 | 0.04 161 | 0.00 1 | 0.01 197 | 0.32 338 | 0.10 174 |
|
| MGS-Stereo |  | 3.26 165 | 1.29 218 | 6.73 252 | 3.30 147 | 0.47 70 | 4.89 173 | 1.55 177 | 6.15 65 | 8.88 257 | 4.31 176 | 10.15 238 | 5.48 208 | 1.27 68 | 8.09 173 | 1.97 180 | 0.04 282 | 0.01 42 | 0.02 274 | 0.00 1 | 0.57 449 | 0.04 79 |
|
| anonymousdsp |  | 3.51 182 | 1.75 385 | 5.66 204 | 3.49 167 | 1.13 195 | 5.04 192 | 1.74 224 | 13.69 276 | 5.07 155 | 4.83 196 | 5.42 159 | 4.25 171 | 4.44 207 | 11.14 302 | 1.98 181 | 0.00 1 | 0.04 161 | 0.00 1 | 0.18 425 | 0.31 328 | 0.13 218 |
|
| IGEV-Stereo |   | 3.52 183 | 1.75 385 | 5.67 205 | 3.49 167 | 1.12 193 | 5.04 192 | 1.73 220 | 13.70 277 | 5.07 155 | 4.83 196 | 5.42 159 | 4.27 172 | 4.43 206 | 11.15 307 | 1.98 181 | 0.00 1 | 0.04 161 | 0.00 1 | 0.18 425 | 0.31 328 | 0.12 201 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| SMoEStereo_RVC |  | 2.81 124 | 1.07 147 | 5.08 149 | 3.86 210 | 0.60 102 | 6.39 298 | 1.91 259 | 7.82 124 | 3.79 118 | 3.87 162 | 3.69 91 | 2.78 135 | 2.25 114 | 10.60 269 | 1.99 183 | 0.00 1 | 0.02 100 | 0.03 294 | 0.00 1 | 0.25 274 | 0.17 267 |
|
| ff7 |  | 3.48 177 | 1.76 391 | 6.20 233 | 3.45 159 | 1.13 195 | 5.02 186 | 1.70 206 | 13.26 263 | 5.04 149 | 4.66 191 | 5.47 164 | 3.49 149 | 4.70 229 | 11.14 302 | 2.01 184 | 0.00 1 | 0.04 161 | 0.00 1 | 0.18 425 | 0.30 316 | 0.14 229 |
|
| ffff |  | 3.48 177 | 1.76 391 | 6.20 233 | 3.45 159 | 1.13 195 | 5.02 186 | 1.70 206 | 13.26 263 | 5.04 149 | 4.66 191 | 5.47 164 | 3.49 149 | 4.70 229 | 11.14 302 | 2.01 184 | 0.00 1 | 0.04 161 | 0.00 1 | 0.18 425 | 0.30 316 | 0.14 229 |
|
| 11t |  | 3.48 177 | 1.76 391 | 6.20 233 | 3.45 159 | 1.13 195 | 5.02 186 | 1.70 206 | 13.26 263 | 5.04 149 | 4.66 191 | 5.47 164 | 3.49 149 | 4.70 229 | 11.14 302 | 2.01 184 | 0.00 1 | 0.04 161 | 0.00 1 | 0.18 425 | 0.30 316 | 0.14 229 |
|
| ccc-4 |  | 3.48 177 | 1.76 391 | 6.20 233 | 3.45 159 | 1.13 195 | 5.02 186 | 1.70 206 | 13.26 263 | 5.04 149 | 4.66 191 | 5.47 164 | 3.49 149 | 4.70 229 | 11.14 302 | 2.01 184 | 0.00 1 | 0.04 161 | 0.00 1 | 0.18 425 | 0.30 316 | 0.14 229 |
|
| Any-RAFT |  | 6.04 314 | 1.16 178 | 4.52 118 | 4.47 263 | 1.20 207 | 10.46 376 | 1.97 268 | 21.84 426 | 15.52 355 | 11.21 295 | 19.37 359 | 13.34 372 | 4.72 235 | 8.65 194 | 2.03 188 | 0.01 139 | 0.19 450 | 0.00 1 | 0.00 1 | 0.04 68 | 0.08 156 |
|
| WCG-NET |  | 3.86 204 | 0.96 118 | 5.80 215 | 2.92 106 | 0.28 19 | 4.48 128 | 1.80 241 | 7.23 104 | 15.03 341 | 8.77 264 | 9.58 227 | 6.94 252 | 4.20 193 | 6.92 134 | 2.05 189 | 0.00 1 | 0.08 305 | 0.00 1 | 0.00 1 | 0.14 198 | 0.08 156 |
|
| XX-TBD |  | 4.45 224 | 10.67 622 | 3.01 23 | 10.28 575 | 0.57 94 | 5.84 258 | 0.07 13 | 7.57 115 | 12.24 301 | 11.43 296 | 14.74 298 | 4.07 166 | 1.66 89 | 4.51 80 | 2.05 189 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.26 285 | 0.01 4 |
|
| mms |  | 2.86 126 | 1.38 250 | 5.26 163 | 3.68 190 | 1.84 288 | 4.23 112 | 4.01 378 | 8.01 130 | 4.29 128 | 2.43 105 | 5.53 169 | 3.05 139 | 1.35 73 | 9.22 222 | 2.06 191 | 0.00 1 | 0.06 238 | 0.00 1 | 0.00 1 | 0.36 358 | 0.44 415 |
|
| TANstereo |  | 4.70 237 | 1.08 150 | 4.01 87 | 3.53 173 | 0.47 70 | 14.26 462 | 0.15 35 | 8.67 162 | 12.54 304 | 12.50 311 | 18.43 346 | 5.20 199 | 4.54 219 | 5.68 97 | 2.07 192 | 0.00 1 | 0.13 395 | 0.00 1 | 0.01 197 | 0.02 10 | 0.63 458 |
|
| XX-Stereo |  | 6.14 317 | 1.47 275 | 9.11 390 | 11.87 608 | 6.76 580 | 3.27 70 | 0.93 112 | 15.13 304 | 5.43 169 | 8.79 266 | 28.46 482 | 13.71 381 | 2.22 112 | 11.51 324 | 2.07 192 | 0.20 403 | 0.24 493 | 0.08 372 | 0.29 496 | 1.04 517 | 0.13 218 |
|
| test_xeample3 |  | 3.34 170 | 1.54 306 | 7.67 302 | 3.33 150 | 0.68 116 | 5.74 252 | 1.63 192 | 12.05 228 | 3.88 121 | 6.71 230 | 3.81 95 | 3.17 143 | 3.34 158 | 10.59 268 | 2.07 192 | 0.00 1 | 0.02 100 | 0.00 1 | 0.27 489 | 0.13 192 | 0.16 258 |
|
| qwe |  | 2.30 80 | 0.82 67 | 3.76 69 | 2.60 75 | 2.75 367 | 4.59 140 | 0.28 52 | 6.62 84 | 2.90 85 | 4.62 187 | 4.62 125 | 0.55 31 | 0.89 49 | 8.78 200 | 2.09 195 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.07 115 | 0.14 229 |
|
| IGEVStereo-DCA |  | 3.31 169 | 1.57 323 | 6.20 233 | 3.36 152 | 0.60 102 | 4.93 177 | 1.70 206 | 13.26 263 | 5.04 149 | 3.79 157 | 4.58 120 | 4.53 181 | 4.00 184 | 10.13 255 | 2.09 195 | 0.00 1 | 0.06 238 | 0.00 1 | 0.18 425 | 0.12 184 | 0.14 229 |
|
| rrr |  | 3.26 165 | 1.57 323 | 7.72 306 | 3.36 152 | 0.60 102 | 4.93 177 | 1.59 183 | 10.72 212 | 5.11 159 | 3.79 157 | 4.58 120 | 4.53 181 | 4.00 184 | 10.13 255 | 2.09 195 | 0.00 1 | 0.06 238 | 0.00 1 | 0.22 451 | 0.12 184 | 0.18 277 |
|
| test_3 |  | 5.55 283 | 1.02 131 | 8.07 326 | 6.18 415 | 0.54 88 | 9.00 356 | 3.28 344 | 13.55 271 | 18.66 400 | 11.97 303 | 8.89 215 | 13.98 384 | 4.05 186 | 8.96 212 | 2.10 198 | 0.00 1 | 0.05 199 | 0.00 1 | 0.31 508 | 0.26 285 | 0.18 277 |
|
| ProNet |  | 3.61 188 | 1.91 417 | 6.17 232 | 3.31 149 | 0.67 115 | 5.51 221 | 6.46 469 | 12.60 247 | 6.23 186 | 3.18 138 | 4.80 137 | 3.64 157 | 3.57 168 | 11.15 307 | 2.11 199 | 0.02 223 | 0.21 464 | 0.01 244 | 0.01 197 | 0.41 383 | 0.14 229 |
|
| test-3 |  | 5.21 255 | 1.06 140 | 7.71 305 | 4.19 233 | 0.59 98 | 6.72 312 | 3.01 337 | 12.96 254 | 17.49 384 | 12.53 319 | 8.65 210 | 13.20 369 | 4.14 190 | 9.00 216 | 2.11 199 | 0.00 1 | 0.05 199 | 0.00 1 | 0.32 511 | 0.25 274 | 0.18 277 |
|
| test_1 |  | 5.20 253 | 1.06 140 | 7.72 306 | 4.21 235 | 0.59 98 | 6.69 309 | 3.03 339 | 12.98 256 | 17.51 385 | 12.35 309 | 8.66 212 | 13.20 369 | 4.12 188 | 9.00 216 | 2.11 199 | 0.00 1 | 0.05 199 | 0.00 1 | 0.32 511 | 0.25 274 | 0.18 277 |
|
| FE-Mocha |  | 4.54 226 | 2.08 453 | 9.99 438 | 4.36 254 | 2.16 323 | 4.76 163 | 0.81 99 | 13.59 272 | 4.81 142 | 13.39 346 | 11.04 257 | 11.38 330 | 3.45 160 | 5.97 106 | 2.12 202 | 0.03 261 | 0.14 412 | 0.14 437 | 0.38 531 | 0.12 184 | 0.18 277 |
|
| LoS_RVC |  | 3.72 198 | 2.57 492 | 3.90 79 | 4.27 245 | 7.61 603 | 5.39 215 | 2.90 333 | 7.29 107 | 3.84 119 | 3.67 154 | 10.20 239 | 3.66 158 | 4.48 211 | 6.19 112 | 2.14 203 | 0.01 139 | 0.03 139 | 0.00 1 | 0.00 1 | 0.06 90 | 6.15 629 |
|
| CAS |  | 5.20 253 | 0.78 54 | 3.30 40 | 17.06 644 | 7.59 602 | 8.07 344 | 6.31 459 | 9.46 176 | 9.09 258 | 4.57 186 | 10.67 249 | 1.91 99 | 1.22 66 | 4.18 66 | 2.16 204 | 10.33 662 | 0.02 100 | 0.00 1 | 0.02 239 | 0.44 392 | 6.83 638 |
|
| RCA-Stereo |  | 5.32 264 | 1.08 150 | 5.91 218 | 4.29 251 | 0.51 81 | 5.65 237 | 4.12 383 | 16.97 342 | 18.67 401 | 8.27 252 | 14.16 290 | 8.86 288 | 8.90 383 | 6.45 117 | 2.18 205 | 0.00 1 | 0.07 267 | 0.10 403 | 0.00 1 | 0.10 167 | 0.07 141 |
|
| MM-Stereo_test1 |  | 5.04 243 | 1.17 181 | 6.08 227 | 5.38 347 | 0.80 150 | 4.99 184 | 7.07 492 | 13.43 269 | 12.00 296 | 12.94 331 | 10.20 239 | 5.92 218 | 6.69 326 | 11.26 314 | 2.19 206 | 0.01 139 | 0.11 366 | 0.00 1 | 0.00 1 | 0.42 387 | 0.07 141 |
|
| WCG-NET(raft) |  | 4.57 230 | 1.16 178 | 6.01 224 | 2.95 111 | 0.19 4 | 5.09 197 | 2.01 272 | 10.28 198 | 15.34 349 | 8.64 262 | 11.43 264 | 9.63 302 | 5.06 255 | 10.96 291 | 2.19 206 | 0.00 1 | 0.13 395 | 0.00 1 | 0.01 197 | 0.14 198 | 0.12 201 |
|
| LG-Stereo |  | 2.43 97 | 1.44 270 | 7.64 301 | 3.73 196 | 0.82 153 | 3.64 88 | 1.24 135 | 6.41 79 | 5.30 165 | 1.97 78 | 7.31 196 | 0.84 48 | 0.74 38 | 4.85 85 | 2.21 208 | 0.05 308 | 0.04 161 | 0.01 244 | 0.03 264 | 0.33 346 | 0.10 174 |
|
| iRaftStereo_RVC |  | 4.68 233 | 1.51 295 | 6.89 265 | 4.91 296 | 0.72 136 | 5.26 207 | 0.46 67 | 17.60 352 | 10.47 277 | 9.53 271 | 15.13 303 | 5.75 213 | 3.24 152 | 8.93 210 | 2.22 209 | 0.00 1 | 0.09 324 | 0.00 1 | 0.00 1 | 0.46 399 | 0.41 405 |
|
| RAFT_CTSACE |  | 8.24 406 | 1.97 429 | 8.39 340 | 6.89 464 | 5.11 508 | 5.86 263 | 2.63 319 | 14.62 295 | 16.88 373 | 23.52 551 | 34.77 574 | 16.02 417 | 7.37 347 | 17.91 525 | 2.23 210 | 0.00 1 | 0.12 379 | 0.00 1 | 0.03 264 | 0.39 375 | 0.05 109 |
|
| cross-raft |  | 5.37 267 | 1.23 197 | 6.66 250 | 5.91 389 | 1.25 212 | 6.00 274 | 1.48 159 | 15.82 324 | 7.70 228 | 12.95 332 | 20.80 388 | 11.63 333 | 4.42 202 | 8.59 187 | 2.23 210 | 0.01 139 | 0.21 464 | 0.00 1 | 0.22 451 | 0.21 244 | 0.10 174 |
|
| Former-RAFT_DAM_RVC |  | 4.69 235 | 2.56 491 | 8.72 364 | 4.26 244 | 3.52 410 | 9.22 361 | 1.48 159 | 13.54 270 | 18.88 403 | 7.47 246 | 7.08 194 | 2.04 106 | 2.24 113 | 9.66 236 | 2.27 212 | 0.05 308 | 0.02 100 | 0.07 361 | 0.00 1 | 0.53 434 | 0.21 307 |
|
| 2.75w_new |  | 2.10 63 | 0.82 67 | 3.93 82 | 2.18 27 | 1.44 240 | 3.52 83 | 2.30 294 | 5.52 35 | 2.91 86 | 4.14 174 | 3.93 99 | 0.27 12 | 2.38 122 | 6.17 111 | 2.32 213 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 124 |
|
| PAM |  | 6.94 359 | 1.65 352 | 14.88 535 | 5.38 347 | 1.98 309 | 14.76 476 | 1.28 138 | 14.54 292 | 6.77 199 | 15.52 391 | 9.10 218 | 24.15 523 | 11.60 449 | 12.46 387 | 2.33 214 | 0.04 282 | 0.28 512 | 0.07 361 | 0.42 542 | 0.57 449 | 0.99 513 |
|
| CroCo-Stereo |   | 3.27 167 | 1.90 414 | 7.18 276 | 8.50 523 | 1.11 191 | 0.96 3 | 0.97 115 | 10.18 195 | 8.20 239 | 3.59 151 | 4.69 128 | 8.02 279 | 4.53 217 | 2.75 24 | 2.34 215 | 0.01 139 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 328 | 0.11 191 |
| 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 |
| CFNet-RSSM |  | 5.55 283 | 1.08 150 | 8.60 359 | 4.30 252 | 1.21 209 | 6.42 299 | 1.25 136 | 16.12 331 | 17.84 389 | 13.12 336 | 11.14 259 | 11.84 338 | 5.52 272 | 9.14 221 | 2.35 216 | 0.01 139 | 0.20 456 | 0.00 1 | 0.36 524 | 0.34 352 | 0.07 141 |
|
| CES |  | 3.85 203 | 1.14 170 | 2.91 17 | 3.05 122 | 11.37 643 | 5.37 214 | 1.02 119 | 9.52 178 | 8.82 254 | 3.50 149 | 9.21 223 | 1.78 86 | 0.90 50 | 6.53 119 | 2.37 217 | 0.02 223 | 0.04 161 | 0.01 244 | 0.00 1 | 1.62 546 | 7.74 650 |
|
| TestStereo_HL3 |  | 6.76 347 | 1.13 167 | 9.61 414 | 3.71 194 | 1.99 310 | 10.46 376 | 6.01 450 | 13.68 274 | 8.31 243 | 12.97 333 | 33.03 556 | 12.44 351 | 8.03 365 | 11.04 294 | 2.39 218 | 0.11 359 | 0.05 199 | 0.01 244 | 0.01 197 | 0.09 143 | 0.06 124 |
|
| 4D-IteraStereo |  | 5.15 249 | 1.47 275 | 7.98 319 | 4.89 295 | 4.69 485 | 6.25 288 | 1.85 250 | 13.23 262 | 16.30 366 | 14.18 356 | 11.26 260 | 8.33 282 | 1.61 83 | 8.07 170 | 2.42 219 | 0.00 1 | 0.05 199 | 0.08 372 | 0.01 197 | 0.19 235 | 0.15 249 |
|
| GMOStereo |  | 5.97 307 | 1.55 309 | 7.18 276 | 5.17 322 | 0.71 127 | 5.54 225 | 2.21 283 | 10.54 205 | 12.86 307 | 18.29 463 | 22.01 406 | 17.06 430 | 6.27 308 | 6.62 123 | 2.43 220 | 0.00 1 | 0.23 482 | 0.12 420 | 0.00 1 | 0.46 399 | 0.10 174 |
|
| error version |  | 5.97 307 | 1.55 309 | 7.18 276 | 5.17 322 | 0.71 127 | 5.54 225 | 2.21 283 | 10.54 205 | 12.86 307 | 18.29 463 | 22.01 406 | 17.06 430 | 6.27 308 | 6.62 123 | 2.43 220 | 0.00 1 | 0.23 482 | 0.12 420 | 0.00 1 | 0.46 399 | 0.10 174 |
|
| test-v |  | 5.97 307 | 1.55 309 | 7.18 276 | 5.17 322 | 0.71 127 | 5.54 225 | 2.21 283 | 10.54 205 | 12.86 307 | 18.29 463 | 22.01 406 | 17.06 430 | 6.27 308 | 6.62 123 | 2.43 220 | 0.00 1 | 0.23 482 | 0.12 420 | 0.00 1 | 0.46 399 | 0.10 174 |
|
| test-2 |  | 5.97 307 | 1.55 309 | 7.18 276 | 5.17 322 | 0.71 127 | 5.54 225 | 2.21 283 | 10.54 205 | 12.86 307 | 18.29 463 | 22.01 406 | 17.06 430 | 6.27 308 | 6.62 123 | 2.43 220 | 0.00 1 | 0.23 482 | 0.12 420 | 0.00 1 | 0.46 399 | 0.10 174 |
|
| 1w_stereo |  | 2.90 131 | 0.72 37 | 3.59 55 | 3.30 147 | 2.15 322 | 4.37 118 | 6.74 482 | 6.40 78 | 5.23 163 | 2.83 125 | 7.30 195 | 0.25 9 | 4.36 198 | 8.30 176 | 2.44 224 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| EKT-Stereo |  | 5.73 295 | 1.42 260 | 7.85 310 | 7.16 477 | 5.35 528 | 5.22 203 | 4.41 394 | 18.13 369 | 14.05 329 | 8.77 264 | 12.85 282 | 9.55 300 | 4.26 196 | 11.19 309 | 2.45 225 | 0.45 493 | 0.23 482 | 0.07 361 | 0.10 382 | 0.16 217 | 0.87 499 |
|
| RAStereo |  | 2.32 85 | 1.08 150 | 6.36 240 | 3.73 196 | 1.39 239 | 1.81 19 | 0.12 28 | 7.70 120 | 7.44 223 | 2.27 97 | 3.94 100 | 3.43 147 | 0.81 45 | 3.55 47 | 2.47 226 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 307 | 0.07 141 |
|
| AIO-test2 |  | 7.01 361 | 2.23 471 | 6.87 263 | 8.42 521 | 5.28 524 | 9.03 357 | 5.32 419 | 25.92 474 | 23.54 455 | 6.78 234 | 20.55 381 | 5.25 202 | 3.58 171 | 9.56 233 | 2.50 227 | 3.96 631 | 0.04 161 | 0.03 294 | 0.47 554 | 0.56 447 | 0.33 377 |
|
| MM-Stereo_test3 |  | 5.71 294 | 1.22 192 | 5.59 203 | 5.84 381 | 5.43 532 | 4.74 160 | 6.54 473 | 19.30 392 | 23.72 462 | 8.53 260 | 11.36 262 | 7.15 256 | 2.84 140 | 8.62 190 | 2.51 228 | 0.05 308 | 0.07 267 | 0.00 1 | 0.00 1 | 0.45 394 | 0.17 267 |
|
| Pointernet |  | 3.22 163 | 0.84 77 | 5.79 214 | 3.22 138 | 0.35 39 | 5.27 208 | 0.37 58 | 16.46 335 | 5.96 181 | 4.11 172 | 6.81 188 | 4.84 189 | 2.73 136 | 4.78 83 | 2.52 229 | 0.00 1 | 0.15 419 | 0.00 1 | 0.22 451 | 0.04 68 | 0.02 16 |
|
| anonymousdsp2 |  | 5.93 304 | 1.54 306 | 8.34 336 | 4.43 262 | 0.38 49 | 9.24 362 | 4.11 381 | 21.92 431 | 17.36 381 | 12.28 308 | 10.08 237 | 10.05 308 | 4.42 202 | 11.04 294 | 2.54 230 | 0.01 139 | 0.02 100 | 0.30 508 | 0.18 425 | 0.21 244 | 0.18 277 |
|
| RAFT-Test |  | 5.75 298 | 1.32 230 | 6.77 259 | 4.07 217 | 1.71 273 | 9.95 367 | 1.56 181 | 15.78 323 | 8.34 246 | 12.73 327 | 23.83 428 | 11.80 336 | 4.69 228 | 8.99 214 | 2.57 231 | 0.01 139 | 0.29 513 | 0.00 1 | 0.38 531 | 0.16 217 | 0.07 141 |
|
| quiztm |  | 4.28 221 | 1.71 370 | 5.37 173 | 4.86 291 | 5.11 508 | 4.60 142 | 2.84 331 | 13.08 261 | 7.79 230 | 8.37 255 | 11.40 263 | 6.75 245 | 2.57 132 | 7.18 140 | 2.59 232 | 0.80 554 | 0.03 139 | 0.00 1 | 0.07 348 | 0.41 383 | 0.11 191 |
|
| DF |  | 3.48 177 | 1.24 204 | 6.65 248 | 4.11 224 | 1.07 186 | 4.50 129 | 1.71 218 | 8.04 133 | 4.39 132 | 3.91 166 | 9.37 224 | 9.95 307 | 1.48 81 | 9.73 240 | 2.61 233 | 0.01 139 | 0.22 474 | 0.00 1 | 0.33 516 | 0.06 90 | 0.16 258 |
|
| model_zeroshot |  | 5.12 248 | 1.53 301 | 9.70 426 | 5.33 343 | 1.54 255 | 8.71 354 | 2.23 288 | 15.60 318 | 8.29 242 | 13.74 350 | 10.02 234 | 10.57 316 | 2.97 142 | 8.47 182 | 2.61 233 | 0.02 223 | 0.18 443 | 0.14 437 | 0.25 476 | 0.06 90 | 0.34 381 |
|
| trnet |  | 3.62 189 | 0.95 113 | 3.30 40 | 2.21 30 | 0.56 92 | 5.67 247 | 0.42 61 | 10.62 210 | 13.30 320 | 6.89 235 | 10.45 246 | 5.78 214 | 3.69 175 | 5.80 101 | 2.61 233 | 0.00 1 | 0.02 100 | 0.03 294 | 0.01 197 | 0.04 68 | 0.02 16 |
|
| CREStereo |  | 3.58 186 | 1.05 139 | 3.35 44 | 2.17 26 | 0.59 98 | 5.61 234 | 0.40 59 | 10.50 204 | 13.34 322 | 6.93 237 | 10.44 245 | 5.29 204 | 3.47 163 | 5.82 102 | 2.62 236 | 0.01 139 | 0.01 42 | 0.02 274 | 0.01 197 | 0.04 68 | 0.01 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 |
| Anonymus |   | 2.10 63 | 1.12 165 | 3.31 42 | 3.49 167 | 0.52 85 | 2.37 34 | 0.28 52 | 5.87 51 | 2.72 71 | 2.59 111 | 1.68 47 | 4.85 190 | 1.81 99 | 8.52 184 | 2.63 237 | 0.10 352 | 0.04 161 | 0.00 1 | 0.00 1 | 0.04 68 | 0.13 218 |
|
| Reg-Stereo(zero) |  | 4.54 226 | 0.68 33 | 4.39 113 | 3.20 134 | 1.30 218 | 3.29 72 | 0.89 109 | 16.64 338 | 12.89 311 | 10.01 276 | 10.70 251 | 10.29 312 | 4.51 216 | 8.83 206 | 2.63 237 | 0.01 139 | 0.14 412 | 0.00 1 | 0.13 400 | 0.03 46 | 0.17 267 |
|
| LoS |  | 3.59 187 | 1.07 147 | 3.81 72 | 2.80 90 | 0.52 85 | 4.98 181 | 1.18 129 | 10.35 201 | 12.97 312 | 4.54 185 | 10.75 254 | 3.89 163 | 3.27 153 | 8.78 200 | 2.63 237 | 0.03 261 | 0.03 139 | 0.09 384 | 0.00 1 | 0.12 184 | 0.04 79 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| RAFT-Stereo-weight |  | 5.07 245 | 0.93 112 | 5.57 199 | 4.24 238 | 0.72 136 | 6.05 282 | 1.63 192 | 17.77 357 | 17.16 376 | 10.99 293 | 10.22 241 | 12.06 348 | 1.67 90 | 9.25 224 | 2.69 240 | 0.06 329 | 0.11 366 | 0.00 1 | 0.00 1 | 0.15 206 | 0.12 201 |
|
| PMTNet |  | 5.36 266 | 0.97 120 | 3.42 48 | 1.97 11 | 1.30 218 | 8.96 355 | 0.69 87 | 12.33 233 | 12.16 298 | 8.50 259 | 11.35 261 | 6.09 222 | 4.50 215 | 9.34 228 | 2.70 241 | 22.71 679 | 0.01 42 | 0.04 316 | 0.02 239 | 0.06 90 | 0.01 4 |
|
| depthmonostereo |  | 4.02 213 | 1.64 350 | 5.29 168 | 4.40 256 | 1.19 206 | 8.04 343 | 1.16 128 | 15.24 307 | 12.52 303 | 4.62 187 | 7.49 202 | 4.11 167 | 4.80 241 | 6.61 122 | 2.71 242 | 0.04 282 | 0.21 464 | 0.11 416 | 0.07 348 | 0.07 115 | 0.02 16 |
|
| tg |  | 5.09 247 | 1.48 281 | 6.73 252 | 4.83 286 | 1.23 211 | 7.57 336 | 0.49 69 | 18.35 371 | 11.87 292 | 9.28 269 | 14.61 295 | 7.15 256 | 4.12 188 | 10.58 266 | 2.74 243 | 0.00 1 | 0.04 161 | 0.00 1 | 0.00 1 | 0.45 394 | 0.36 391 |
|
| 999 |  | 3.44 174 | 0.92 109 | 4.78 127 | 4.69 277 | 2.34 337 | 7.58 337 | 2.20 282 | 9.81 187 | 6.11 185 | 2.96 130 | 4.79 136 | 5.07 194 | 2.27 119 | 12.10 366 | 2.76 244 | 0.03 261 | 0.09 324 | 0.00 1 | 0.00 1 | 0.29 307 | 0.10 174 |
|
| SMOE |  | 5.86 300 | 1.15 176 | 5.68 206 | 4.41 257 | 0.90 166 | 13.49 446 | 6.83 485 | 17.46 350 | 11.25 289 | 11.53 297 | 14.89 300 | 9.61 301 | 7.48 349 | 6.40 116 | 2.77 245 | 0.23 424 | 0.01 42 | 2.36 616 | 0.05 317 | 0.45 394 | 0.34 381 |
|
| zero-FE |  | 3.01 140 | 1.06 140 | 4.57 119 | 4.18 232 | 4.04 441 | 3.24 69 | 1.51 168 | 6.17 66 | 1.87 38 | 1.00 14 | 2.52 59 | 1.72 80 | 4.92 245 | 6.19 112 | 2.77 245 | 0.27 443 | 0.10 345 | 0.00 1 | 0.05 317 | 13.94 663 | 0.09 162 |
|
| GLC_STEREO |  | 3.40 172 | 1.06 140 | 3.44 50 | 6.52 437 | 0.20 5 | 4.76 163 | 1.66 197 | 8.97 166 | 6.59 195 | 5.39 210 | 9.04 217 | 5.23 201 | 2.03 105 | 9.76 241 | 2.77 245 | 0.01 139 | 0.03 139 | 0.21 474 | 0.00 1 | 0.23 262 | 0.06 124 |
|
| PAM_32 |  | 6.82 350 | 1.73 373 | 14.16 520 | 5.34 345 | 1.47 242 | 13.84 454 | 0.88 107 | 14.75 298 | 6.34 190 | 14.22 359 | 9.14 220 | 24.94 536 | 11.87 453 | 12.50 390 | 2.79 248 | 0.14 372 | 0.27 508 | 0.09 384 | 0.42 542 | 0.54 437 | 0.89 501 |
|
| DDF-Stereo |  | 3.17 154 | 1.08 150 | 4.40 114 | 4.63 275 | 4.02 440 | 3.40 77 | 1.51 168 | 5.27 30 | 1.78 34 | 0.85 9 | 2.57 61 | 1.68 79 | 4.63 226 | 8.01 168 | 2.80 249 | 0.27 443 | 0.13 395 | 0.00 1 | 0.14 406 | 16.19 670 | 0.09 162 |
|
| AE-Stereo |  | 5.15 249 | 1.56 319 | 7.99 321 | 8.70 526 | 2.18 324 | 9.12 360 | 3.02 338 | 11.78 223 | 13.30 320 | 4.34 179 | 12.84 281 | 10.83 319 | 4.53 217 | 8.71 197 | 2.82 250 | 0.04 282 | 0.44 550 | 0.05 327 | 0.33 516 | 0.20 239 | 0.17 267 |
|
| raft_robust |  | 7.97 398 | 2.26 473 | 6.75 255 | 5.83 379 | 0.72 136 | 5.57 230 | 0.84 102 | 33.59 581 | 34.21 567 | 18.17 459 | 19.88 370 | 6.50 239 | 5.62 279 | 15.33 470 | 2.83 251 | 0.03 261 | 0.23 482 | 0.00 1 | 0.37 528 | 0.32 338 | 0.39 398 |
|
| sAnonymous2 |  | 6.59 331 | 6.21 581 | 19.05 578 | 8.91 529 | 5.27 521 | 4.58 138 | 6.69 479 | 15.56 316 | 11.12 286 | 4.86 198 | 8.71 213 | 3.81 160 | 7.93 360 | 7.38 147 | 2.89 252 | 0.09 346 | 0.07 267 | 0.05 327 | 0.28 492 | 11.25 654 | 7.10 643 |
|
| CroCo_RVC |  | 6.59 331 | 6.21 581 | 19.05 578 | 8.91 529 | 5.27 521 | 4.58 138 | 6.69 479 | 15.56 316 | 11.12 286 | 4.86 198 | 8.71 213 | 3.81 160 | 7.93 360 | 7.38 147 | 2.89 252 | 0.09 346 | 0.07 267 | 0.05 327 | 0.28 492 | 11.25 654 | 7.10 643 |
|
| RAFT-Stereo + iAFF |  | 5.48 273 | 1.66 356 | 7.56 295 | 3.49 167 | 0.40 51 | 2.75 45 | 0.67 83 | 16.07 330 | 14.76 339 | 12.27 306 | 18.67 351 | 11.95 343 | 8.08 366 | 7.84 163 | 2.89 252 | 0.01 139 | 0.06 238 | 0.00 1 | 0.00 1 | 0.37 365 | 0.04 79 |
|
| MaDis-Stereo |  | 2.73 116 | 1.56 319 | 6.21 238 | 2.96 114 | 2.45 344 | 1.80 17 | 0.28 52 | 7.43 108 | 5.07 155 | 2.57 109 | 3.43 83 | 7.13 254 | 4.71 233 | 5.74 100 | 2.91 255 | 0.00 1 | 0.05 199 | 0.00 1 | 0.00 1 | 0.15 206 | 0.12 201 |
|
| raftrobust |  | 5.56 285 | 1.42 260 | 6.00 223 | 7.04 469 | 5.11 508 | 4.90 176 | 1.88 253 | 17.13 345 | 13.72 326 | 11.87 300 | 11.58 266 | 7.82 271 | 9.21 389 | 10.28 257 | 2.92 256 | 0.02 223 | 0.05 199 | 0.00 1 | 0.00 1 | 0.22 247 | 0.11 191 |
|
| KYRaft |  | 9.04 429 | 1.11 161 | 7.02 272 | 6.50 435 | 0.97 176 | 8.27 348 | 8.19 512 | 22.86 441 | 8.20 239 | 21.30 525 | 31.38 528 | 22.64 506 | 8.20 369 | 11.99 352 | 2.96 257 | 0.02 223 | 0.02 100 | 0.05 327 | 0.68 574 | 0.40 380 | 18.09 681 |
|
| 2.25w |  | 2.37 89 | 0.87 90 | 4.69 124 | 2.52 66 | 1.76 280 | 3.53 84 | 0.41 60 | 6.10 62 | 2.56 56 | 3.93 167 | 6.70 184 | 0.35 22 | 2.47 131 | 8.53 185 | 2.97 258 | 0.00 1 | 0.01 42 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 16 |
|
| test_4 |  | 5.47 270 | 0.98 121 | 5.56 198 | 6.55 441 | 0.62 105 | 5.53 224 | 1.88 253 | 11.68 222 | 6.00 182 | 12.60 323 | 30.86 519 | 7.48 268 | 3.87 178 | 12.25 374 | 2.97 258 | 0.00 1 | 0.07 267 | 0.03 294 | 0.14 406 | 0.34 352 | 0.04 79 |
|
| Gwc-CoAtRS |  | 5.54 280 | 1.22 192 | 8.40 342 | 4.28 247 | 1.36 237 | 6.93 318 | 1.31 142 | 15.48 313 | 15.03 341 | 12.62 324 | 13.32 285 | 12.74 356 | 5.71 283 | 8.61 188 | 2.98 260 | 0.01 139 | 0.22 474 | 0.00 1 | 0.29 496 | 0.28 299 | 0.07 141 |
|
| NLSM3 |  | 3.19 159 | 0.86 87 | 3.90 79 | 3.11 127 | 4.00 439 | 3.18 64 | 0.55 76 | 13.79 284 | 8.23 241 | 3.39 145 | 6.88 191 | 1.79 90 | 3.97 182 | 7.12 139 | 3.01 261 | 0.01 139 | 0.00 1 | 0.05 327 | 0.00 1 | 0.03 46 | 0.01 4 |
|
| DilatedVolume-Stereo |   | 4.23 220 | 1.38 250 | 5.58 202 | 3.85 209 | 1.58 256 | 10.80 389 | 1.02 119 | 11.59 221 | 5.65 176 | 11.75 298 | 9.98 229 | 4.54 183 | 3.29 156 | 9.83 243 | 3.01 261 | 0.05 308 | 0.18 443 | 0.08 372 | 0.23 460 | 0.08 132 | 0.06 124 |
|
| AnonymousM |  | 6.33 321 | 11.42 630 | 3.06 26 | 3.93 212 | 1.49 247 | 4.54 132 | 3.29 346 | 11.00 216 | 7.70 228 | 16.52 419 | 9.38 225 | 9.07 292 | 3.97 182 | 7.10 138 | 3.01 261 | 0.43 489 | 0.07 267 | 22.69 675 | 7.67 661 | 0.06 90 | 0.21 307 |
|
| DCRE |  | 6.07 316 | 1.75 385 | 8.41 343 | 7.20 478 | 3.82 426 | 6.48 300 | 4.18 389 | 15.52 315 | 10.42 276 | 9.24 268 | 22.47 416 | 11.71 335 | 5.46 269 | 10.62 270 | 3.02 264 | 0.02 223 | 0.26 504 | 0.05 327 | 0.30 503 | 0.15 206 | 0.24 333 |
|
| 3.5w_stereo |  | 2.46 101 | 1.21 191 | 4.40 114 | 2.23 31 | 1.53 251 | 6.00 274 | 1.12 125 | 6.82 91 | 2.60 63 | 3.48 147 | 4.35 111 | 0.33 19 | 2.08 108 | 9.99 251 | 3.03 265 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 1 | 0.06 124 |
|
| rvit_stereo_0081_aga |  | 3.72 198 | 2.39 479 | 8.60 359 | 5.27 338 | 2.99 384 | 5.02 186 | 1.94 264 | 8.12 138 | 6.24 187 | 6.74 231 | 6.85 190 | 5.85 217 | 3.28 155 | 7.31 145 | 3.04 266 | 0.02 223 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 455 | 0.22 315 |
|
| DisPM |  | 6.43 326 | 1.31 226 | 8.36 338 | 6.61 447 | 1.06 185 | 5.83 256 | 3.82 373 | 13.04 259 | 11.63 290 | 16.38 414 | 23.88 430 | 12.80 357 | 6.50 321 | 13.03 420 | 3.04 266 | 0.51 508 | 0.01 42 | 0.08 372 | 0.15 415 | 0.10 167 | 0.42 408 |
|
| IGEV++ |  | 2.98 138 | 1.27 211 | 5.17 157 | 5.41 351 | 0.47 70 | 4.63 145 | 1.71 218 | 9.97 191 | 4.75 139 | 2.58 110 | 6.27 180 | 4.35 174 | 4.44 207 | 4.98 89 | 3.05 268 | 0.00 1 | 0.07 267 | 0.00 1 | 0.08 355 | 0.24 269 | 0.18 277 |
|
| BStereo |   | 3.05 144 | 1.51 295 | 15.51 539 | 2.95 111 | 1.03 178 | 5.97 271 | 3.41 354 | 6.02 56 | 5.56 174 | 2.75 123 | 1.76 49 | 2.49 124 | 0.78 41 | 7.72 158 | 3.07 269 | 0.01 139 | 0.03 139 | 0.04 316 | 0.09 369 | 0.09 143 | 0.17 267 |
|
| Anonymus123 |  | 3.68 194 | 1.51 295 | 15.51 539 | 2.95 111 | 1.03 178 | 12.63 428 | 3.41 354 | 11.91 225 | 5.56 174 | 2.75 123 | 1.76 49 | 2.49 124 | 0.78 41 | 7.72 158 | 3.07 269 | 0.01 139 | 0.03 139 | 0.04 316 | 0.09 369 | 0.09 143 | 0.17 267 |
|
| RALAANet |  | 6.49 330 | 2.49 486 | 9.69 425 | 7.09 471 | 4.98 497 | 6.23 287 | 1.68 201 | 19.90 400 | 14.26 333 | 15.04 376 | 14.56 294 | 12.69 355 | 4.38 200 | 12.91 410 | 3.07 269 | 0.02 223 | 0.07 267 | 0.00 1 | 0.10 382 | 0.51 427 | 0.15 249 |
|
| iRaft-Stereo_20w |  | 6.06 315 | 1.84 408 | 12.04 484 | 4.23 236 | 1.67 269 | 6.77 315 | 2.22 287 | 18.73 379 | 6.08 184 | 14.72 366 | 10.33 243 | 13.42 377 | 8.14 367 | 15.88 488 | 3.08 272 | 0.01 139 | 0.24 493 | 0.13 432 | 0.39 534 | 0.61 458 | 0.71 476 |
|
| SA |  | 7.93 394 | 1.54 306 | 9.13 393 | 7.98 509 | 0.64 109 | 5.85 260 | 2.29 293 | 22.27 433 | 24.54 477 | 13.17 337 | 31.07 523 | 8.87 289 | 10.32 413 | 16.49 508 | 3.12 273 | 0.04 282 | 0.12 379 | 0.17 453 | 0.30 503 | 0.45 394 | 0.17 267 |
|
| CREStereo++_RVC |  | 4.61 232 | 0.99 126 | 3.70 64 | 4.08 220 | 2.01 313 | 3.94 97 | 0.10 23 | 9.10 170 | 16.94 375 | 8.65 263 | 16.77 326 | 4.46 176 | 2.18 111 | 5.72 99 | 3.12 273 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 672 | 0.02 10 | 0.01 4 |
| 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 |
| s12784h |  | 5.87 302 | 0.88 92 | 4.11 99 | 3.01 119 | 0.51 81 | 18.49 544 | 0.98 117 | 18.89 384 | 17.60 386 | 12.52 313 | 12.46 278 | 7.87 274 | 5.01 252 | 11.05 296 | 3.13 275 | 0.73 542 | 0.01 42 | 0.04 316 | 0.00 1 | 0.07 115 | 0.01 4 |
|
| AIO-test1 |  | 6.38 322 | 1.41 259 | 5.70 208 | 9.77 556 | 5.61 539 | 9.09 358 | 1.79 239 | 21.63 424 | 20.69 419 | 6.75 232 | 17.68 333 | 8.19 280 | 4.99 250 | 10.38 261 | 3.16 276 | 0.01 139 | 0.01 42 | 0.00 1 | 0.13 400 | 0.28 299 | 0.26 344 |
|
| qqq1 |  | 9.96 469 | 1.37 245 | 13.37 502 | 4.41 257 | 1.30 218 | 14.40 468 | 3.29 346 | 30.25 532 | 29.81 521 | 19.55 486 | 29.37 489 | 18.06 456 | 14.40 509 | 15.42 474 | 3.18 277 | 0.38 470 | 0.21 464 | 0.00 1 | 0.01 197 | 0.29 307 | 0.18 277 |
|
| fff1 |  | 9.96 469 | 1.37 245 | 13.37 502 | 4.41 257 | 1.30 218 | 14.40 468 | 3.29 346 | 30.25 532 | 29.81 521 | 19.55 486 | 29.37 489 | 18.06 456 | 14.40 509 | 15.42 474 | 3.18 277 | 0.38 470 | 0.21 464 | 0.00 1 | 0.01 197 | 0.29 307 | 0.18 277 |
|
| RAFT+CT+SA |  | 7.44 377 | 1.46 273 | 6.46 244 | 10.73 584 | 3.34 400 | 4.70 152 | 7.45 505 | 16.45 334 | 25.89 487 | 10.18 281 | 27.15 468 | 7.27 261 | 8.00 364 | 15.11 467 | 3.19 279 | 0.02 223 | 0.00 1 | 0.18 458 | 0.46 553 | 0.30 316 | 0.47 423 |
|
| TestStereo_HLe17 |  | 5.56 285 | 1.69 368 | 9.09 389 | 3.07 123 | 2.43 343 | 7.21 325 | 2.98 335 | 17.93 364 | 16.13 365 | 8.49 258 | 16.14 318 | 5.57 211 | 4.29 197 | 12.87 406 | 3.21 280 | 0.04 282 | 0.00 1 | 0.01 244 | 0.00 1 | 0.10 167 | 0.04 79 |
|
| AFF-stereo |  | 6.17 318 | 1.61 338 | 7.02 272 | 4.08 220 | 0.64 109 | 3.53 84 | 0.76 94 | 16.00 328 | 13.14 314 | 12.86 328 | 25.42 444 | 15.67 409 | 7.86 359 | 11.12 301 | 3.21 280 | 0.02 223 | 0.06 238 | 0.00 1 | 0.00 1 | 0.40 380 | 0.08 156 |
|
| Occ-G |  | 3.68 194 | 1.07 147 | 4.68 122 | 3.11 127 | 1.26 214 | 3.63 87 | 6.75 483 | 7.88 125 | 4.90 146 | 4.37 181 | 8.36 208 | 9.68 304 | 4.39 201 | 9.65 235 | 3.23 282 | 0.00 1 | 0.11 366 | 0.00 1 | 0.19 438 | 0.19 235 | 0.07 141 |
|
| water-stereo |  | 3.66 193 | 0.84 77 | 4.79 130 | 3.60 184 | 0.79 147 | 5.03 191 | 0.89 109 | 12.93 253 | 5.45 171 | 5.82 216 | 14.74 298 | 6.51 240 | 4.76 239 | 3.37 38 | 3.26 283 | 0.03 261 | 0.13 395 | 0.09 384 | 0.04 289 | 0.06 90 | 0.07 141 |
|
| Sa-1000 |  | 8.38 411 | 1.50 292 | 8.13 328 | 7.56 495 | 0.89 163 | 14.39 465 | 2.47 307 | 24.31 456 | 23.74 463 | 15.18 385 | 28.35 481 | 11.42 331 | 8.85 382 | 16.20 503 | 3.28 284 | 0.17 388 | 0.23 482 | 0.15 444 | 0.23 460 | 0.46 399 | 0.19 291 |
|
| S |  | 6.47 329 | 1.14 170 | 6.16 231 | 3.77 202 | 5.27 521 | 15.96 500 | 7.30 501 | 15.06 301 | 16.00 364 | 13.40 347 | 17.00 328 | 6.36 234 | 8.81 381 | 7.41 149 | 3.32 285 | 0.22 414 | 0.07 267 | 0.59 540 | 0.41 538 | 0.53 434 | 0.57 448 |
|
| rvit_0105_6 |  | 5.74 297 | 2.76 498 | 14.29 525 | 9.83 560 | 1.73 275 | 5.18 201 | 5.24 417 | 10.21 197 | 20.31 415 | 6.26 227 | 6.78 185 | 10.10 311 | 6.43 317 | 11.20 311 | 3.33 286 | 0.18 391 | 0.29 513 | 0.00 1 | 0.00 1 | 0.51 427 | 0.14 229 |
|
| TestStereo1 |  | 7.62 381 | 1.62 344 | 7.60 297 | 10.47 577 | 1.86 293 | 4.76 163 | 2.48 308 | 19.73 396 | 22.33 443 | 16.79 428 | 26.02 451 | 9.33 296 | 9.30 391 | 15.92 491 | 3.37 287 | 0.01 139 | 0.02 100 | 0.02 274 | 0.05 317 | 0.55 441 | 0.28 355 |
|
| SA-5K |  | 7.62 381 | 1.62 344 | 7.60 297 | 10.47 577 | 1.86 293 | 4.76 163 | 2.48 308 | 19.73 396 | 22.33 443 | 16.79 428 | 26.02 451 | 9.33 296 | 9.30 391 | 15.92 491 | 3.37 287 | 0.01 139 | 0.02 100 | 0.02 274 | 0.05 317 | 0.55 441 | 0.28 355 |
|
| Select-FE |  | 7.63 383 | 3.47 526 | 20.76 593 | 6.30 422 | 3.70 418 | 4.03 101 | 0.92 111 | 18.82 381 | 5.95 180 | 12.56 322 | 23.32 423 | 19.63 480 | 12.90 476 | 13.98 446 | 3.39 289 | 0.09 346 | 0.51 570 | 0.05 327 | 0.70 575 | 0.29 307 | 1.21 534 |
|
| MyStereo06 |  | 6.40 323 | 1.76 391 | 13.15 499 | 6.19 416 | 4.40 467 | 7.09 322 | 9.95 542 | 16.68 339 | 6.98 205 | 12.91 329 | 10.76 255 | 17.84 451 | 5.71 283 | 9.97 250 | 3.39 289 | 0.06 329 | 0.10 345 | 0.02 274 | 0.04 289 | 0.73 486 | 0.29 360 |
|
| PhaseNet |  | 2.46 101 | 1.14 170 | 3.75 68 | 3.35 151 | 0.92 171 | 5.85 260 | 0.43 63 | 7.96 129 | 3.27 103 | 2.28 98 | 2.35 56 | 6.22 227 | 1.10 59 | 6.36 114 | 3.43 291 | 0.15 381 | 0.09 324 | 0.00 1 | 0.00 1 | 0.06 90 | 0.42 408 |
|
| TestStereo-Hl |   | 5.40 269 | 1.33 233 | 5.55 194 | 3.00 118 | 0.89 163 | 5.51 221 | 4.03 379 | 14.53 291 | 13.48 324 | 10.10 279 | 16.08 315 | 8.99 290 | 8.18 368 | 12.60 395 | 3.48 292 | 0.05 308 | 0.03 139 | 0.01 244 | 0.00 1 | 0.16 217 | 0.06 124 |
|
| rvit_stereo_0081 |  | 3.93 206 | 1.78 400 | 8.60 359 | 6.26 420 | 1.73 275 | 3.48 79 | 2.36 296 | 7.71 121 | 15.81 360 | 4.41 182 | 5.39 157 | 5.14 197 | 3.94 180 | 7.95 166 | 3.57 293 | 0.01 139 | 0.01 42 | 0.00 1 | 0.01 197 | 0.39 375 | 0.10 174 |
|
| rvit_stereo_0082 |  | 3.93 206 | 1.78 400 | 8.60 359 | 6.26 420 | 1.73 275 | 3.48 79 | 2.36 296 | 7.71 121 | 15.81 360 | 4.41 182 | 5.39 157 | 5.14 197 | 3.94 180 | 7.95 166 | 3.57 293 | 0.01 139 | 0.01 42 | 0.00 1 | 0.01 197 | 0.39 375 | 0.10 174 |
|
| test-1 |  | 5.62 291 | 1.53 301 | 14.78 534 | 7.44 488 | 1.11 191 | 7.99 342 | 1.19 130 | 13.03 258 | 12.04 297 | 9.39 270 | 15.23 305 | 11.15 327 | 5.56 275 | 7.06 137 | 3.57 293 | 0.07 340 | 0.50 566 | 0.00 1 | 0.10 382 | 0.16 217 | 0.47 423 |
|
| TRStereo |  | 6.22 320 | 6.09 579 | 11.30 468 | 9.19 539 | 7.41 598 | 4.75 162 | 1.74 224 | 19.70 395 | 11.74 291 | 10.61 287 | 8.65 210 | 10.67 317 | 3.22 151 | 13.81 442 | 3.60 296 | 0.31 454 | 0.23 482 | 0.12 420 | 0.36 524 | 0.48 409 | 0.38 395 |
|
| LL-Strereo2 |  | 5.54 280 | 2.17 464 | 9.12 391 | 5.65 360 | 2.54 350 | 6.48 300 | 2.27 292 | 15.08 302 | 7.79 230 | 10.99 293 | 10.26 242 | 15.94 414 | 3.50 166 | 13.25 426 | 3.63 297 | 0.00 1 | 0.13 395 | 1.34 596 | 0.10 382 | 0.30 316 | 0.19 291 |
|
| IGEV_Zeroshot_test |  | 5.28 260 | 2.03 447 | 14.26 523 | 6.09 407 | 1.33 229 | 4.32 116 | 1.03 122 | 14.46 288 | 6.50 192 | 13.33 343 | 11.89 269 | 11.01 322 | 3.45 160 | 10.71 275 | 3.64 298 | 0.03 261 | 0.22 474 | 0.15 444 | 0.26 482 | 0.80 497 | 0.20 296 |
|
| EAI-Stereo |  | 5.21 255 | 1.74 376 | 8.46 349 | 5.69 365 | 1.37 238 | 5.67 247 | 3.52 360 | 18.77 380 | 5.65 176 | 9.75 272 | 16.08 315 | 6.36 234 | 3.57 168 | 11.73 342 | 3.64 298 | 0.01 139 | 0.33 528 | 0.03 294 | 1.06 598 | 0.21 244 | 0.65 466 |
|
| IGEV-FE |  | 5.28 260 | 2.03 447 | 14.26 523 | 6.10 410 | 1.33 229 | 4.32 116 | 1.03 122 | 14.46 288 | 6.50 192 | 13.33 343 | 11.86 268 | 11.00 321 | 3.47 163 | 10.71 275 | 3.65 300 | 0.03 261 | 0.22 474 | 0.15 444 | 0.26 482 | 0.80 497 | 0.20 296 |
|
| test_5 |  | 8.51 414 | 1.50 292 | 8.19 335 | 11.06 593 | 5.00 500 | 6.91 317 | 5.67 434 | 17.50 351 | 22.09 440 | 16.07 405 | 29.63 499 | 15.28 406 | 10.78 421 | 15.94 493 | 3.65 300 | 0.00 1 | 0.00 1 | 0.26 489 | 0.08 355 | 0.31 328 | 0.35 387 |
|
| raft+_RVC |  | 6.69 339 | 1.61 338 | 5.57 199 | 6.37 426 | 4.62 482 | 6.51 303 | 6.18 456 | 20.39 410 | 23.38 454 | 10.62 289 | 17.82 335 | 9.89 306 | 5.65 281 | 10.70 274 | 3.67 302 | 0.00 1 | 0.14 412 | 0.00 1 | 0.00 1 | 0.34 352 | 0.27 350 |
|
| Hybrid-DGEV-03 |  | 6.90 354 | 1.58 326 | 5.75 210 | 6.11 411 | 1.20 207 | 11.62 406 | 2.60 316 | 13.70 277 | 14.15 331 | 16.58 421 | 29.44 495 | 14.00 385 | 5.86 288 | 10.87 288 | 3.69 303 | 0.00 1 | 0.07 267 | 0.13 432 | 0.00 1 | 0.35 356 | 0.28 355 |
|
| TransformOpticalFlow |  | 7.76 388 | 1.90 414 | 9.31 402 | 5.50 354 | 1.18 205 | 6.97 320 | 8.27 513 | 17.86 363 | 13.21 316 | 14.58 363 | 29.13 487 | 19.01 468 | 10.85 422 | 12.51 391 | 3.69 303 | 0.01 139 | 0.04 161 | 0.20 469 | 0.04 289 | 0.17 228 | 0.84 493 |
|
| rvit_stereo_0083 |  | 4.53 225 | 1.94 425 | 9.94 434 | 7.12 475 | 1.67 269 | 4.98 181 | 2.80 328 | 8.25 143 | 18.22 396 | 4.76 195 | 7.78 206 | 6.41 236 | 4.87 242 | 7.54 154 | 3.74 305 | 0.11 359 | 0.04 161 | 0.00 1 | 0.01 197 | 0.24 269 | 0.16 258 |
|
| HUI-Stereo |  | 5.48 273 | 1.74 376 | 9.01 381 | 5.08 308 | 0.42 59 | 5.65 237 | 2.77 325 | 12.55 245 | 7.03 213 | 12.54 321 | 18.10 340 | 13.07 367 | 6.71 327 | 9.92 247 | 3.74 305 | 0.61 525 | 0.08 305 | 0.09 384 | 0.00 1 | 0.22 247 | 0.23 326 |
|
| R-Stereo Train |  | 7.04 363 | 1.34 238 | 7.89 313 | 6.23 418 | 2.30 333 | 7.51 332 | 5.54 430 | 23.96 448 | 6.94 203 | 16.26 411 | 33.57 565 | 12.04 346 | 5.61 276 | 7.67 155 | 3.74 305 | 0.01 139 | 0.05 199 | 0.01 244 | 0.00 1 | 0.10 167 | 0.12 201 |
|
| RAFT-Stereo |   | 7.04 363 | 1.34 238 | 7.89 313 | 6.23 418 | 2.30 333 | 7.51 332 | 5.54 430 | 23.96 448 | 6.94 203 | 16.26 411 | 33.57 565 | 12.04 346 | 5.61 276 | 7.67 155 | 3.74 305 | 0.01 139 | 0.05 199 | 0.01 244 | 0.00 1 | 0.10 167 | 0.12 201 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| AIO-Stereo-zeroshot1 |   | 7.76 388 | 3.78 535 | 19.59 581 | 5.04 302 | 10.79 639 | 5.87 265 | 1.85 250 | 19.52 394 | 7.33 221 | 14.18 356 | 21.16 395 | 16.50 423 | 5.97 295 | 13.73 441 | 3.79 309 | 0.04 282 | 0.17 435 | 0.04 316 | 1.30 609 | 2.45 571 | 2.15 574 |
|
| SST-Stereo |  | 6.60 334 | 1.46 273 | 8.37 339 | 6.68 450 | 0.77 144 | 6.01 277 | 1.93 262 | 14.68 296 | 9.24 260 | 19.09 481 | 20.43 379 | 16.86 428 | 8.59 374 | 13.49 432 | 3.80 310 | 0.22 414 | 0.05 199 | 0.13 432 | 0.00 1 | 0.08 132 | 0.05 109 |
|
| HLf8 |  | 5.31 263 | 1.68 365 | 7.70 304 | 3.15 130 | 2.75 367 | 7.19 324 | 1.88 253 | 17.68 354 | 16.71 371 | 7.82 247 | 13.88 289 | 6.00 221 | 3.75 176 | 11.89 350 | 3.81 311 | 0.01 139 | 0.00 1 | 0.01 244 | 0.00 1 | 0.15 206 | 0.04 79 |
|
| ROB_FTStereo |  | 5.49 275 | 1.74 376 | 8.96 376 | 5.09 309 | 0.42 59 | 5.65 237 | 1.68 201 | 12.53 244 | 7.00 206 | 12.53 319 | 18.00 337 | 13.02 363 | 6.74 330 | 11.51 324 | 3.81 311 | 0.60 521 | 0.09 324 | 0.09 384 | 0.00 1 | 0.22 247 | 0.22 315 |
|
| rvit_0105_4 |  | 6.69 339 | 2.81 500 | 15.46 538 | 10.22 572 | 1.58 256 | 5.99 272 | 5.81 437 | 13.77 282 | 23.65 459 | 7.16 244 | 9.46 226 | 12.64 353 | 7.78 357 | 12.03 354 | 3.83 313 | 0.19 395 | 0.47 559 | 0.00 1 | 0.01 197 | 0.60 456 | 0.37 392 |
|
| PSM-adaLoss |  | 5.50 276 | 1.74 376 | 9.03 385 | 5.09 309 | 0.42 59 | 5.66 242 | 1.98 269 | 12.50 237 | 7.01 211 | 12.52 313 | 18.13 343 | 12.96 359 | 6.77 335 | 11.11 300 | 3.83 313 | 0.72 538 | 0.09 324 | 0.09 384 | 0.00 1 | 0.22 247 | 0.22 315 |
|
| RAFT_R40 |  | 6.91 355 | 1.53 301 | 8.45 347 | 6.79 458 | 0.77 144 | 5.86 263 | 3.82 373 | 14.85 299 | 14.53 337 | 18.05 457 | 20.03 371 | 17.06 430 | 8.69 376 | 13.40 429 | 3.84 315 | 0.14 372 | 0.02 100 | 0.14 437 | 0.00 1 | 0.09 143 | 0.05 109 |
|
| LCNet |  | 7.52 378 | 1.23 197 | 5.35 171 | 6.42 431 | 1.29 217 | 9.27 363 | 5.64 433 | 17.85 361 | 10.63 280 | 16.54 420 | 24.54 435 | 14.85 397 | 11.29 436 | 11.74 343 | 3.88 316 | 0.02 223 | 0.02 100 | 0.22 478 | 2.04 622 | 0.90 511 | 6.76 636 |
|
| plain |  | 4.15 217 | 1.67 359 | 9.97 436 | 4.86 291 | 2.97 383 | 3.27 70 | 1.41 153 | 8.20 140 | 5.51 172 | 3.37 143 | 16.69 324 | 3.03 138 | 2.71 135 | 14.44 456 | 3.91 317 | 0.14 372 | 0.00 1 | 0.03 294 | 0.01 197 | 0.69 475 | 0.14 229 |
|
| rvit_stereo_0080 |  | 3.98 209 | 2.11 457 | 7.62 299 | 3.68 190 | 1.90 302 | 4.16 105 | 7.60 507 | 9.69 182 | 8.13 236 | 5.08 204 | 7.39 198 | 6.27 231 | 4.44 207 | 6.73 128 | 3.92 318 | 0.20 403 | 0.01 42 | 0.00 1 | 0.00 1 | 0.55 441 | 0.12 201 |
|
| whm_eth |  | 3.98 209 | 2.11 457 | 7.62 299 | 3.68 190 | 1.90 302 | 4.16 105 | 7.60 507 | 9.69 182 | 8.13 236 | 5.08 204 | 7.39 198 | 6.27 231 | 4.44 207 | 6.73 128 | 3.92 318 | 0.20 403 | 0.01 42 | 0.00 1 | 0.00 1 | 0.55 441 | 0.12 201 |
|
| PSM-AAD |  | 8.62 418 | 1.22 192 | 5.69 207 | 6.31 424 | 1.12 193 | 12.74 430 | 10.01 546 | 19.29 391 | 15.25 346 | 21.54 528 | 25.11 440 | 14.24 386 | 13.47 484 | 12.15 369 | 3.93 320 | 0.01 139 | 0.06 238 | 2.48 618 | 0.16 418 | 0.38 372 | 7.28 646 |
|
| UGAM-zero |  | 6.91 355 | 1.47 275 | 13.65 511 | 4.24 238 | 1.67 269 | 5.51 221 | 0.72 91 | 17.44 349 | 6.74 198 | 14.56 362 | 15.84 312 | 24.16 524 | 14.20 503 | 12.79 403 | 3.96 321 | 0.00 1 | 0.22 474 | 0.02 274 | 0.58 567 | 0.14 198 | 0.27 350 |
|
| TestStereo |  | 6.02 312 | 2.55 490 | 7.33 288 | 5.57 356 | 1.68 272 | 6.05 282 | 1.78 238 | 13.73 279 | 16.40 370 | 10.87 291 | 23.79 427 | 9.00 291 | 5.63 280 | 11.26 314 | 3.96 321 | 0.09 346 | 0.01 42 | 0.00 1 | 0.00 1 | 0.69 475 | 0.01 4 |
|
| Prome-Stereo |  | 8.10 400 | 1.28 214 | 5.48 185 | 6.50 435 | 1.51 249 | 6.70 310 | 9.42 533 | 21.08 416 | 9.13 259 | 20.88 513 | 32.84 552 | 11.95 343 | 11.86 452 | 11.75 344 | 3.97 323 | 0.01 139 | 0.02 100 | 0.18 458 | 0.12 395 | 0.41 383 | 7.01 641 |
|
| STrans-v2 |  | 7.98 399 | 1.84 408 | 9.42 407 | 4.84 289 | 1.48 245 | 12.23 420 | 10.05 547 | 19.06 389 | 12.32 302 | 13.63 348 | 26.06 455 | 18.13 460 | 12.35 463 | 12.99 416 | 3.99 324 | 0.01 139 | 0.01 42 | 0.18 458 | 0.01 197 | 0.22 247 | 0.83 491 |
|
| RAFT-IKP |  | 5.53 277 | 1.74 376 | 8.95 373 | 5.09 309 | 0.41 54 | 5.45 218 | 2.08 278 | 12.52 241 | 7.00 206 | 12.52 313 | 18.13 343 | 12.93 358 | 6.79 336 | 11.59 332 | 3.99 324 | 0.80 554 | 0.09 324 | 0.09 384 | 0.00 1 | 0.22 247 | 0.22 315 |
|
| Patchmatch Stereo++ |  | 5.56 285 | 1.74 376 | 9.01 381 | 5.09 309 | 0.41 54 | 5.66 242 | 2.40 304 | 12.52 241 | 7.00 206 | 12.52 313 | 18.08 338 | 13.02 363 | 6.74 330 | 11.59 332 | 4.01 326 | 0.78 548 | 0.09 324 | 0.09 384 | 0.00 1 | 0.22 247 | 0.22 315 |
| Wenjia Ren, Qingmin Liao, Zhijing Shao, Xiangru Lin, Xin Yue, Yu Zhang, Zongqing Lu: Patchmatch Stereo++: Patchmatch Binocular Stereo with Continuous Disparity Optimization. ACM MM 2023 |
| iRAFT |  | 5.56 285 | 1.74 376 | 9.01 381 | 5.09 309 | 0.41 54 | 5.66 242 | 2.40 304 | 12.52 241 | 7.00 206 | 12.52 313 | 18.08 338 | 13.02 363 | 6.74 330 | 11.59 332 | 4.01 326 | 0.78 548 | 0.09 324 | 0.09 384 | 0.00 1 | 0.22 247 | 0.22 315 |
|
| knoymous |  | 6.19 319 | 1.49 287 | 4.49 116 | 3.81 204 | 1.87 297 | 5.84 258 | 5.76 436 | 14.51 290 | 14.18 332 | 13.31 342 | 21.59 402 | 12.64 353 | 6.49 320 | 12.41 381 | 4.03 328 | 0.12 365 | 0.13 395 | 0.12 420 | 0.00 1 | 0.71 480 | 0.35 387 |
|
| ROB_FTStereo_v2 |  | 5.53 277 | 1.74 376 | 8.97 378 | 5.09 309 | 0.42 59 | 5.64 236 | 2.02 273 | 12.50 237 | 7.00 206 | 12.51 312 | 18.10 340 | 12.99 360 | 6.72 328 | 11.50 323 | 4.04 329 | 0.70 534 | 0.09 324 | 0.09 384 | 0.00 1 | 0.22 247 | 0.23 326 |
|
| iGMRVC |  | 5.54 280 | 1.74 376 | 9.01 381 | 5.09 309 | 0.42 59 | 5.66 242 | 1.81 245 | 12.61 248 | 7.02 212 | 12.52 313 | 18.11 342 | 13.02 363 | 6.64 324 | 11.57 328 | 4.16 330 | 0.82 558 | 0.09 324 | 0.09 384 | 0.00 1 | 0.22 247 | 0.21 307 |
|
| DLNR-FE |  | 27.66 662 | 51.31 688 | 91.55 719 | 98.52 729 | 97.91 727 | 3.10 59 | 0.50 70 | 31.55 553 | 7.66 227 | 8.18 251 | 15.67 308 | 7.31 263 | 1.63 85 | 11.88 348 | 4.21 331 | 40.23 689 | 0.89 605 | 0.06 350 | 0.34 519 | 80.38 716 | 0.24 333 |
|
| MIF-Stereo (partial) |  | 4.33 222 | 1.23 197 | 7.27 282 | 5.04 302 | 5.31 526 | 3.47 78 | 0.95 114 | 9.06 169 | 7.41 222 | 4.15 175 | 15.76 311 | 5.38 205 | 5.22 263 | 11.56 327 | 4.21 331 | 0.04 282 | 0.02 100 | 0.05 327 | 0.03 264 | 0.34 352 | 0.12 201 |
|
| DLNR_Zeroshot_test |   | 27.62 661 | 51.32 689 | 91.46 717 | 98.51 728 | 98.03 728 | 3.10 59 | 0.50 70 | 30.95 544 | 7.65 226 | 8.16 250 | 15.68 310 | 7.31 263 | 1.63 85 | 11.87 347 | 4.21 331 | 40.37 690 | 0.87 602 | 0.06 350 | 0.34 519 | 80.23 715 | 0.24 333 |
|
| RALCasStereoNet |  | 5.95 306 | 2.02 444 | 7.09 275 | 7.06 470 | 5.10 507 | 6.36 296 | 5.44 428 | 13.97 286 | 13.25 318 | 9.93 275 | 17.45 331 | 10.37 314 | 3.89 179 | 11.64 337 | 4.24 334 | 0.02 223 | 0.46 557 | 0.10 403 | 0.00 1 | 0.20 239 | 0.31 371 |
|
| GCST |   | 37.32 682 | 40.98 685 | 25.25 605 | 92.15 723 | 35.59 686 | 25.00 593 | 1.02 119 | 25.45 465 | 19.73 408 | 26.01 579 | 15.21 304 | 19.51 479 | 4.75 238 | 16.71 511 | 4.32 335 | 80.90 716 | 35.46 693 | 87.50 722 | 74.71 711 | 73.21 711 | 42.99 698 |
|
| GMM-Stereo |  | 8.34 409 | 1.09 156 | 6.42 241 | 6.14 414 | 2.52 347 | 10.30 374 | 9.64 538 | 23.44 446 | 10.64 281 | 17.84 449 | 29.89 502 | 17.37 445 | 7.75 356 | 11.55 326 | 4.36 336 | 0.05 308 | 0.01 42 | 0.23 482 | 0.90 585 | 0.46 399 | 6.26 630 |
|
| FTStereo |  | 8.67 419 | 1.13 167 | 6.04 226 | 6.04 404 | 2.39 340 | 7.86 341 | 12.05 584 | 17.72 356 | 8.33 244 | 20.16 502 | 41.41 618 | 16.10 421 | 12.64 471 | 10.80 282 | 4.37 337 | 0.18 391 | 0.01 42 | 0.09 384 | 0.16 418 | 0.15 206 | 5.71 624 |
|
| CroCo-Stereo Lap2 |  | 4.01 212 | 2.03 447 | 8.14 329 | 9.82 558 | 6.03 560 | 1.11 4 | 0.79 98 | 9.71 184 | 7.98 232 | 3.26 139 | 4.99 143 | 9.08 293 | 5.80 286 | 6.08 108 | 4.39 338 | 0.00 1 | 0.05 199 | 0.00 1 | 0.00 1 | 0.71 480 | 0.30 363 |
|
| GGDA |   | 4.98 241 | 1.35 242 | 5.28 165 | 3.28 144 | 1.27 215 | 5.60 233 | 1.68 201 | 13.06 260 | 14.02 328 | 10.05 277 | 15.39 306 | 7.15 256 | 5.21 262 | 11.58 329 | 4.40 339 | 0.01 139 | 0.01 42 | 0.01 244 | 0.00 1 | 0.11 178 | 0.05 109 |
|
| AIO-Stereo-zeroshot |   | 7.16 369 | 3.12 517 | 14.04 518 | 4.74 279 | 6.89 587 | 6.58 307 | 0.68 84 | 21.97 432 | 9.36 263 | 10.84 290 | 17.38 329 | 17.36 444 | 9.24 390 | 12.45 386 | 4.44 340 | 0.04 282 | 0.24 493 | 0.10 403 | 1.00 596 | 1.36 539 | 1.43 542 |
|
| RAFT-345 |  | 6.79 348 | 1.29 218 | 6.80 261 | 5.06 305 | 0.91 168 | 5.61 234 | 3.32 352 | 13.36 268 | 10.17 274 | 13.73 349 | 43.66 634 | 9.12 294 | 5.38 268 | 12.29 375 | 4.44 340 | 0.32 455 | 0.05 199 | 0.09 384 | 0.06 337 | 0.06 90 | 0.03 49 |
|
| FlowAnything_test |  | 3.13 151 | 1.42 260 | 6.59 246 | 8.69 525 | 1.35 235 | 8.70 353 | 2.51 310 | 7.60 117 | 3.03 91 | 4.10 171 | 2.67 66 | 3.52 155 | 0.75 39 | 5.86 104 | 4.48 342 | 0.06 329 | 0.03 139 | 0.15 444 | 0.66 572 | 0.16 217 | 0.18 277 |
|
| Hybrid-DGEV-2 |  | 8.17 404 | 2.51 489 | 8.34 336 | 8.55 524 | 1.17 204 | 11.10 399 | 1.08 124 | 30.90 543 | 27.91 506 | 12.92 330 | 15.67 308 | 11.91 340 | 14.50 513 | 11.71 339 | 4.55 343 | 0.05 308 | 0.08 305 | 0.00 1 | 0.05 317 | 0.28 299 | 0.13 218 |
|
| GrayStereo |  | 8.86 426 | 1.17 181 | 6.94 268 | 8.09 511 | 2.82 371 | 10.58 383 | 11.40 575 | 17.93 364 | 15.74 359 | 22.43 537 | 30.95 520 | 17.80 450 | 12.44 465 | 11.19 309 | 4.57 344 | 0.02 223 | 0.02 100 | 0.18 458 | 0.79 581 | 0.31 328 | 1.90 562 |
|
| TestStereo_HL2 |  | 5.22 258 | 1.38 250 | 5.53 190 | 3.26 140 | 1.86 293 | 5.59 231 | 2.00 270 | 12.91 252 | 13.35 323 | 10.93 292 | 18.83 353 | 7.13 254 | 5.06 255 | 11.93 351 | 4.59 345 | 0.01 139 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 132 | 0.02 16 |
|
| HHNet |  | 7.39 374 | 1.75 385 | 7.24 281 | 3.26 140 | 3.18 391 | 5.04 192 | 6.40 466 | 19.04 386 | 15.70 358 | 20.71 512 | 32.13 543 | 10.69 318 | 5.91 289 | 10.45 264 | 4.60 346 | 0.40 482 | 0.07 267 | 0.21 474 | 0.13 400 | 0.54 437 | 0.41 405 |
|
| sCroCo_RVC |  | 5.06 244 | 3.29 520 | 16.45 553 | 10.72 583 | 6.64 576 | 5.83 256 | 2.74 323 | 9.67 180 | 8.06 234 | 3.66 153 | 9.20 222 | 4.81 188 | 4.95 247 | 8.12 175 | 4.64 347 | 0.64 532 | 0.50 566 | 0.06 350 | 0.03 264 | 0.70 478 | 0.42 408 |
|
| StereoVision |  | 7.21 372 | 2.17 464 | 9.29 399 | 9.43 543 | 3.91 431 | 5.09 197 | 1.91 259 | 20.04 401 | 17.37 382 | 8.57 261 | 29.59 498 | 11.08 324 | 6.76 334 | 12.44 382 | 4.71 348 | 0.54 512 | 0.05 199 | 0.16 451 | 0.03 264 | 0.82 499 | 0.30 363 |
|
| Selective-RAFT |  | 5.78 299 | 0.83 71 | 10.24 447 | 6.70 452 | 0.72 136 | 15.49 492 | 1.13 127 | 13.82 285 | 15.41 350 | 6.97 242 | 6.97 193 | 11.63 333 | 8.27 370 | 12.32 376 | 4.73 349 | 0.10 352 | 0.01 42 | 0.00 1 | 0.26 482 | 0.07 115 | 0.03 49 |
|
| NF-Stereo |  | 6.72 341 | 1.59 329 | 8.93 369 | 6.60 445 | 0.73 141 | 6.27 291 | 3.38 353 | 20.21 409 | 18.01 392 | 13.22 341 | 19.46 363 | 11.82 337 | 6.16 302 | 12.39 380 | 4.74 350 | 0.33 457 | 0.06 238 | 0.20 469 | 0.23 460 | 0.08 132 | 0.05 109 |
|
| OCTAStereo |  | 6.74 344 | 1.59 329 | 8.96 376 | 6.60 445 | 0.72 136 | 6.25 288 | 3.50 356 | 20.20 403 | 18.03 393 | 13.21 338 | 19.45 361 | 12.07 349 | 6.16 302 | 12.36 379 | 4.78 351 | 0.35 464 | 0.06 238 | 0.20 469 | 0.23 460 | 0.09 143 | 0.05 109 |
|
| NRIStereo |  | 5.73 295 | 1.67 359 | 8.42 344 | 5.72 371 | 0.41 54 | 6.71 311 | 2.60 316 | 14.73 297 | 10.71 282 | 12.39 310 | 15.07 302 | 11.58 332 | 6.23 306 | 12.06 361 | 4.78 351 | 0.61 525 | 0.17 435 | 0.11 416 | 0.00 1 | 0.28 299 | 0.27 350 |
|
| DN-CSS_ROB |  | 8.17 404 | 2.59 494 | 14.14 519 | 6.11 411 | 3.22 394 | 6.31 294 | 3.53 361 | 22.92 442 | 20.59 418 | 16.66 423 | 30.05 506 | 9.31 295 | 7.95 362 | 13.49 432 | 4.78 351 | 0.72 538 | 0.00 1 | 0.45 525 | 0.00 1 | 0.54 437 | 0.09 162 |
|
| RE-Stereo |  | 6.73 342 | 1.58 326 | 8.94 371 | 6.59 442 | 0.71 127 | 6.27 291 | 3.51 358 | 20.20 403 | 17.99 390 | 13.21 338 | 19.46 363 | 11.94 341 | 6.20 304 | 12.34 377 | 4.79 354 | 0.34 461 | 0.05 199 | 0.20 469 | 0.23 460 | 0.09 143 | 0.05 109 |
|
| TVStereo |  | 6.73 342 | 1.58 326 | 8.94 371 | 6.59 442 | 0.71 127 | 6.27 291 | 3.51 358 | 20.20 403 | 17.99 390 | 13.21 338 | 19.46 363 | 11.94 341 | 6.20 304 | 12.34 377 | 4.79 354 | 0.34 461 | 0.05 199 | 0.20 469 | 0.23 460 | 0.09 143 | 0.05 109 |
|
| ASMatch |  | 7.40 375 | 1.42 260 | 8.49 351 | 5.09 309 | 2.00 312 | 4.74 160 | 2.62 318 | 16.54 337 | 13.17 315 | 17.08 432 | 34.75 573 | 13.13 368 | 10.33 415 | 12.04 357 | 4.82 356 | 0.05 308 | 0.24 493 | 0.21 474 | 0.17 423 | 0.16 217 | 0.97 509 |
|
| OMP-Stereo |  | 6.93 358 | 2.57 492 | 9.03 385 | 10.63 581 | 1.72 274 | 4.89 173 | 1.91 259 | 17.84 359 | 15.56 356 | 16.69 425 | 14.16 290 | 17.70 448 | 7.33 346 | 12.93 411 | 4.83 357 | 0.24 430 | 0.03 139 | 0.06 350 | 0.02 239 | 0.19 235 | 0.39 398 |
|
| rvit_0105_5 |  | 7.60 379 | 3.13 518 | 16.37 552 | 9.97 565 | 1.59 258 | 7.41 330 | 6.27 458 | 17.78 358 | 25.62 484 | 10.30 283 | 10.39 244 | 14.79 396 | 8.95 385 | 12.51 391 | 4.87 358 | 0.17 388 | 0.42 543 | 0.00 1 | 0.11 392 | 0.62 461 | 0.71 476 |
|
| PFNet+ |  | 6.68 337 | 1.40 255 | 9.60 413 | 5.64 359 | 0.85 156 | 5.79 255 | 1.74 224 | 13.63 273 | 15.30 347 | 17.88 451 | 21.38 399 | 14.52 392 | 6.07 297 | 12.74 402 | 4.89 359 | 0.63 530 | 0.20 456 | 0.11 416 | 0.30 503 | 0.05 83 | 0.91 505 |
|
| RT-IGEV |  | 10.44 484 | 1.62 344 | 11.92 480 | 5.95 393 | 2.23 327 | 21.30 565 | 14.50 605 | 29.47 523 | 24.30 469 | 21.51 527 | 20.17 372 | 23.81 522 | 12.18 459 | 13.13 421 | 4.90 360 | 0.10 352 | 0.27 508 | 0.05 327 | 0.37 528 | 0.52 433 | 0.55 442 |
|
| RAFT-RH_RVC |  | 7.73 387 | 1.25 206 | 6.99 270 | 4.83 286 | 0.90 166 | 11.76 408 | 1.53 173 | 13.00 257 | 14.43 336 | 17.51 444 | 46.41 647 | 11.02 323 | 6.30 312 | 12.68 396 | 4.93 361 | 0.51 508 | 0.04 161 | 0.12 420 | 0.13 400 | 0.09 143 | 0.09 162 |
|
| ARAFT |  | 8.50 413 | 3.19 519 | 16.58 554 | 5.52 355 | 0.91 168 | 12.13 419 | 11.20 570 | 17.19 347 | 18.28 397 | 18.40 470 | 16.33 321 | 17.10 436 | 8.58 373 | 18.56 532 | 5.00 362 | 0.11 359 | 0.04 161 | 0.00 1 | 0.00 1 | 0.55 441 | 0.25 340 |
|
| rvit_stereo_ft |  | 4.73 238 | 2.68 497 | 9.30 401 | 11.34 601 | 2.74 366 | 4.18 109 | 8.45 518 | 9.77 186 | 9.90 272 | 4.04 170 | 6.26 179 | 6.73 243 | 4.72 235 | 8.99 214 | 5.03 363 | 0.01 139 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 299 | 0.09 162 |
|
| CRE-IMP |  | 5.53 277 | 1.63 349 | 9.62 415 | 5.65 360 | 0.48 75 | 7.02 321 | 1.70 206 | 11.84 224 | 8.33 244 | 12.99 335 | 16.02 314 | 11.08 324 | 6.23 306 | 12.06 361 | 5.06 364 | 0.28 447 | 0.07 267 | 0.09 384 | 0.00 1 | 0.24 269 | 0.21 307 |
|
| UniTT-Stereo |  | 2.89 128 | 0.90 106 | 6.74 254 | 4.08 220 | 2.42 341 | 2.63 40 | 0.42 61 | 5.57 36 | 4.88 145 | 5.36 209 | 7.63 203 | 1.09 54 | 1.47 80 | 8.80 204 | 5.11 365 | 0.03 261 | 0.07 267 | 0.00 1 | 0.01 197 | 0.48 409 | 0.11 191 |
|
| riskmin |  | 6.42 325 | 1.29 218 | 6.76 258 | 3.95 213 | 2.25 330 | 10.49 378 | 2.53 311 | 15.11 303 | 17.60 386 | 9.77 273 | 12.91 283 | 15.25 405 | 12.04 457 | 11.58 329 | 5.11 365 | 0.14 372 | 0.24 493 | 0.13 432 | 0.03 264 | 0.61 458 | 0.69 471 |
|
| Pruner-Stereo |  | 6.59 331 | 1.51 295 | 8.71 363 | 6.34 425 | 0.85 156 | 5.66 242 | 4.15 384 | 13.74 280 | 11.02 283 | 18.11 458 | 22.09 411 | 15.86 413 | 5.80 286 | 11.75 344 | 5.15 367 | 0.60 521 | 0.02 100 | 0.18 458 | 0.10 382 | 0.07 115 | 0.16 258 |
|
| ADStereo(finetuned) |  | 6.68 337 | 1.59 329 | 9.70 426 | 3.49 167 | 0.68 116 | 4.79 169 | 1.75 227 | 15.33 309 | 23.64 458 | 15.56 394 | 20.68 382 | 7.30 262 | 13.85 494 | 8.71 197 | 5.17 368 | 0.00 1 | 0.05 199 | 0.00 1 | 0.00 1 | 0.25 274 | 1.05 518 |
|
| SME |  | 6.92 357 | 2.49 486 | 5.22 160 | 5.77 374 | 1.73 275 | 21.26 563 | 4.16 385 | 17.28 348 | 15.47 352 | 11.84 299 | 16.16 319 | 7.82 271 | 10.32 413 | 11.72 341 | 5.18 369 | 0.80 554 | 0.00 1 | 0.05 327 | 0.07 348 | 0.87 505 | 0.22 315 |
|
| IIG-Stereo |  | 7.41 376 | 2.13 462 | 8.55 353 | 10.02 566 | 1.76 280 | 6.82 316 | 1.53 173 | 17.17 346 | 15.84 362 | 18.74 476 | 20.30 378 | 18.01 455 | 8.39 372 | 12.89 408 | 5.22 370 | 0.27 443 | 0.03 139 | 0.03 294 | 0.00 1 | 0.16 217 | 0.30 363 |
|
| rafts_anoy |  | 6.02 312 | 1.67 359 | 6.27 239 | 6.53 438 | 4.98 497 | 5.30 209 | 2.53 311 | 13.77 282 | 21.01 423 | 12.70 326 | 16.23 320 | 8.56 285 | 5.65 281 | 9.09 219 | 5.22 370 | 0.04 282 | 0.31 520 | 0.09 384 | 0.03 264 | 0.25 274 | 0.17 267 |
|
| MIPNet |  | 6.75 346 | 1.67 359 | 12.34 486 | 4.67 276 | 1.47 242 | 10.01 369 | 2.24 289 | 26.43 481 | 17.22 377 | 14.72 366 | 12.75 279 | 7.02 253 | 9.68 401 | 8.44 181 | 5.26 372 | 0.01 139 | 0.04 161 | 0.05 327 | 0.09 369 | 0.35 356 | 0.55 442 |
|
| DCANet |  | 6.46 328 | 1.59 329 | 7.28 283 | 3.51 172 | 0.68 116 | 4.77 168 | 1.75 227 | 15.33 309 | 23.62 457 | 15.55 393 | 20.73 387 | 7.31 263 | 11.56 447 | 8.83 206 | 5.26 372 | 0.00 1 | 0.05 199 | 0.00 1 | 0.00 1 | 0.26 285 | 1.11 523 |
|
| DCANet-4 |  | 6.41 324 | 1.02 131 | 9.66 420 | 3.41 156 | 0.68 116 | 4.73 155 | 1.70 206 | 17.70 355 | 24.33 472 | 15.10 377 | 20.25 374 | 6.45 238 | 8.65 375 | 8.47 182 | 5.31 374 | 0.01 139 | 0.04 161 | 0.00 1 | 0.00 1 | 0.09 143 | 0.63 458 |
|
| fff |  | 6.83 351 | 1.55 309 | 7.28 283 | 3.56 175 | 0.32 27 | 4.73 155 | 1.70 206 | 15.75 320 | 31.87 541 | 15.11 378 | 20.25 374 | 6.90 249 | 12.80 473 | 8.63 191 | 5.33 375 | 0.01 139 | 0.04 161 | 0.00 1 | 0.00 1 | 0.09 143 | 0.63 458 |
|
| csc |  | 6.83 351 | 1.55 309 | 7.28 283 | 3.56 175 | 0.32 27 | 4.73 155 | 1.70 206 | 15.75 320 | 31.87 541 | 15.11 378 | 20.25 374 | 6.90 249 | 12.80 473 | 8.63 191 | 5.33 375 | 0.01 139 | 0.04 161 | 0.00 1 | 0.00 1 | 0.09 143 | 0.63 458 |
|
| cscssc |  | 6.83 351 | 1.55 309 | 7.28 283 | 3.56 175 | 0.32 27 | 4.73 155 | 1.70 206 | 15.75 320 | 31.87 541 | 15.11 378 | 20.25 374 | 6.90 249 | 12.80 473 | 8.63 191 | 5.33 375 | 0.01 139 | 0.04 161 | 0.00 1 | 0.00 1 | 0.09 143 | 0.63 458 |
|
| test_sample2 |  | 7.86 392 | 1.27 211 | 7.98 319 | 5.00 301 | 2.29 332 | 13.33 442 | 6.88 487 | 20.42 411 | 15.24 345 | 13.95 353 | 21.58 401 | 18.96 467 | 12.12 458 | 12.07 364 | 5.36 378 | 0.12 365 | 0.10 345 | 0.07 361 | 0.03 264 | 0.28 299 | 0.19 291 |
|
| IRAFT_RVC |  | 8.76 421 | 1.47 275 | 9.55 412 | 7.31 480 | 1.77 282 | 6.49 302 | 10.43 557 | 25.94 475 | 27.33 501 | 17.50 443 | 19.85 369 | 17.93 453 | 10.21 411 | 12.88 407 | 5.44 379 | 0.17 388 | 0.30 516 | 0.19 466 | 0.05 317 | 0.22 247 | 0.12 201 |
|
| IPLGR |  | 7.14 367 | 1.31 226 | 13.14 498 | 4.24 238 | 1.15 202 | 9.78 366 | 0.98 117 | 23.98 450 | 21.70 436 | 16.22 409 | 18.43 346 | 8.45 284 | 7.66 351 | 9.26 225 | 5.45 380 | 0.21 408 | 0.05 199 | 0.04 316 | 0.06 337 | 0.32 338 | 0.38 395 |
|
| SFCPSM |  | 8.85 424 | 1.40 255 | 11.34 469 | 5.23 337 | 3.47 408 | 16.55 522 | 7.18 498 | 30.71 541 | 25.24 480 | 16.45 416 | 19.45 361 | 11.10 326 | 9.61 400 | 11.88 348 | 5.52 381 | 0.22 414 | 0.17 435 | 0.36 517 | 0.22 451 | 0.29 307 | 0.58 451 |
|
| FACV-RUCA |  | 7.66 384 | 1.94 425 | 9.40 406 | 7.72 502 | 6.03 560 | 12.99 436 | 3.10 341 | 19.47 393 | 18.51 398 | 12.27 306 | 18.43 346 | 8.28 281 | 10.16 410 | 11.38 318 | 5.62 382 | 0.36 466 | 0.62 583 | 4.36 633 | 0.30 503 | 1.72 553 | 0.55 442 |
|
| NLSM1 |  | 4.91 240 | 1.17 181 | 5.72 209 | 4.31 253 | 5.71 548 | 13.78 450 | 1.41 153 | 14.12 287 | 9.85 270 | 5.22 208 | 10.88 256 | 4.43 175 | 4.74 237 | 10.99 292 | 5.64 383 | 0.00 1 | 0.00 1 | 0.01 244 | 0.00 1 | 0.09 143 | 0.04 79 |
|
| Selective-IGEV-i1 |  | 8.86 426 | 1.33 233 | 10.58 453 | 5.92 390 | 2.99 384 | 13.65 449 | 10.07 548 | 24.12 454 | 28.99 514 | 14.85 370 | 19.75 367 | 18.80 466 | 6.10 299 | 11.22 312 | 5.69 384 | 0.10 352 | 0.29 513 | 0.92 573 | 1.10 600 | 0.26 285 | 0.51 433 |
|
| PFNet |  | 7.91 393 | 1.44 270 | 11.60 474 | 7.03 467 | 2.42 341 | 7.60 338 | 6.03 451 | 23.36 445 | 17.24 379 | 20.29 504 | 17.67 332 | 15.44 408 | 7.71 354 | 13.02 419 | 5.71 385 | 0.24 430 | 0.20 456 | 0.12 420 | 0.19 438 | 0.31 328 | 0.61 456 |
|
| Anonymous3 |  | 9.60 452 | 3.45 525 | 29.83 619 | 9.58 551 | 4.75 486 | 24.51 586 | 10.20 554 | 24.04 452 | 18.77 402 | 10.42 284 | 14.64 296 | 7.97 276 | 8.75 380 | 14.05 447 | 5.80 386 | 2.44 614 | 1.39 619 | 0.08 372 | 0.06 337 | 0.73 486 | 0.48 427 |
|
| DeepStereo_RVC |  | 5.65 292 | 1.65 352 | 9.06 387 | 5.21 333 | 0.56 92 | 5.55 229 | 1.84 249 | 12.16 230 | 7.22 216 | 13.94 352 | 14.96 301 | 12.58 352 | 10.27 412 | 11.25 313 | 5.81 387 | 0.39 479 | 0.10 345 | 0.11 416 | 0.00 1 | 0.18 231 | 0.22 315 |
|
| 111 |  | 7.26 373 | 1.65 352 | 7.28 283 | 3.56 175 | 0.32 27 | 10.76 386 | 3.53 361 | 20.55 412 | 27.51 505 | 10.07 278 | 16.62 323 | 14.30 387 | 9.53 399 | 12.02 353 | 5.87 388 | 0.14 372 | 0.01 42 | 0.00 1 | 0.00 1 | 0.31 328 | 1.14 527 |
|
| xyz-stereo-finetune |  | 5.39 268 | 1.47 275 | 5.53 190 | 2.65 78 | 0.30 24 | 11.94 413 | 3.28 344 | 12.96 254 | 21.28 429 | 8.14 249 | 12.32 277 | 6.19 224 | 3.62 173 | 11.80 346 | 5.98 389 | 0.01 139 | 0.02 100 | 0.00 1 | 0.02 239 | 0.16 217 | 0.04 79 |
|
| PSM-softLoss |  | 6.61 335 | 1.60 333 | 9.42 407 | 6.48 433 | 0.88 161 | 5.65 237 | 2.04 275 | 22.64 436 | 8.77 250 | 13.95 353 | 22.11 413 | 13.01 361 | 5.22 263 | 12.73 400 | 6.05 390 | 0.49 502 | 0.06 238 | 0.27 492 | 0.56 565 | 0.16 217 | 0.06 124 |
|
| KMStereo |  | 6.61 335 | 1.60 333 | 9.42 407 | 6.48 433 | 0.88 161 | 5.65 237 | 2.04 275 | 22.64 436 | 8.77 250 | 13.95 353 | 22.11 413 | 13.01 361 | 5.22 263 | 12.73 400 | 6.05 390 | 0.49 502 | 0.06 238 | 0.27 492 | 0.56 565 | 0.16 217 | 0.06 124 |
|
| RAFT |  | 8.51 414 | 2.16 463 | 8.93 369 | 8.14 513 | 0.81 152 | 12.63 428 | 8.49 520 | 16.34 332 | 15.56 356 | 22.31 534 | 18.99 356 | 19.29 475 | 11.39 441 | 17.57 521 | 6.05 390 | 0.01 139 | 0.19 450 | 0.27 492 | 0.02 239 | 0.64 468 | 0.45 420 |
|
| CASS |  | 8.15 403 | 1.67 359 | 7.68 303 | 8.25 518 | 1.52 250 | 14.39 465 | 2.72 322 | 22.65 438 | 17.23 378 | 15.42 389 | 22.68 418 | 13.47 378 | 11.87 453 | 12.44 382 | 6.07 393 | 0.96 571 | 0.05 199 | 0.12 420 | 0.01 197 | 0.71 480 | 3.14 597 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| iResNetv2_ROB |  | 12.00 521 | 2.91 507 | 13.46 506 | 5.82 377 | 3.73 420 | 13.15 439 | 6.45 468 | 34.15 588 | 36.02 581 | 25.25 569 | 33.81 568 | 29.79 569 | 14.24 505 | 13.61 439 | 6.10 394 | 0.21 408 | 0.02 100 | 0.12 420 | 0.00 1 | 0.82 499 | 0.25 340 |
|
| GMStereo |   | 5.94 305 | 3.84 539 | 10.86 463 | 5.13 319 | 0.71 127 | 7.27 328 | 2.66 321 | 12.38 234 | 25.14 479 | 12.01 305 | 10.66 248 | 5.12 196 | 3.46 162 | 11.39 319 | 6.16 395 | 0.45 493 | 0.02 100 | 0.05 327 | 0.31 508 | 0.86 503 | 0.25 340 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| GANet-ADL |  | 8.36 410 | 2.31 476 | 8.44 346 | 7.39 486 | 2.65 360 | 12.58 427 | 5.24 417 | 29.55 525 | 25.24 480 | 14.19 358 | 16.70 325 | 17.07 435 | 6.91 338 | 10.65 272 | 6.26 396 | 0.38 470 | 0.39 535 | 0.10 403 | 0.12 395 | 0.75 492 | 0.28 355 |
|
| NLMM1 |  | 5.21 255 | 1.29 218 | 6.55 245 | 3.79 203 | 5.49 535 | 12.43 425 | 3.31 351 | 12.18 231 | 15.22 344 | 7.19 245 | 8.46 209 | 5.22 200 | 4.60 224 | 12.03 354 | 6.29 397 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.10 167 | 0.07 141 |
|
| UDGNet |  | 10.05 472 | 13.89 640 | 10.00 442 | 9.36 542 | 2.69 361 | 7.82 339 | 1.88 253 | 18.86 383 | 34.64 570 | 17.52 445 | 13.70 288 | 13.40 375 | 7.18 344 | 13.01 417 | 6.30 398 | 5.30 640 | 0.08 305 | 12.57 665 | 2.80 631 | 8.19 640 | 1.71 556 |
|
| rvit_0105_3 |  | 9.23 434 | 3.67 531 | 17.68 566 | 11.75 604 | 1.89 299 | 9.37 365 | 8.48 519 | 18.68 377 | 30.64 531 | 15.02 375 | 14.72 297 | 17.87 452 | 9.94 407 | 15.66 480 | 6.54 399 | 0.36 466 | 0.43 548 | 0.01 244 | 0.41 538 | 0.50 423 | 1.01 516 |
|
| 11t1 |  | 5.86 300 | 1.10 158 | 7.74 308 | 5.18 327 | 1.44 240 | 13.82 453 | 2.36 296 | 14.92 300 | 7.26 219 | 12.98 334 | 11.10 258 | 11.24 328 | 9.30 391 | 11.59 332 | 6.54 399 | 0.10 352 | 0.16 430 | 0.00 1 | 0.01 197 | 0.18 231 | 0.23 326 |
|
| ManiGeoR |   | 5.19 251 | 1.66 356 | 8.59 357 | 3.09 125 | 3.05 386 | 5.94 268 | 1.66 197 | 19.05 387 | 9.74 266 | 6.25 225 | 14.27 292 | 6.24 228 | 4.97 248 | 12.44 382 | 6.57 401 | 0.01 139 | 0.00 1 | 0.05 327 | 0.00 1 | 0.15 206 | 0.03 49 |
|
| HLf10 |  | 5.19 251 | 1.66 356 | 8.59 357 | 3.09 125 | 3.05 386 | 5.94 268 | 1.66 197 | 19.05 387 | 9.74 266 | 6.25 225 | 14.27 292 | 6.24 228 | 4.97 248 | 12.44 382 | 6.57 401 | 0.01 139 | 0.00 1 | 0.05 327 | 0.00 1 | 0.15 206 | 0.03 49 |
|
| CoDeX |  | 9.24 435 | 1.77 397 | 9.54 411 | 6.08 406 | 3.79 424 | 16.45 519 | 6.76 484 | 26.15 478 | 25.03 478 | 17.18 436 | 25.12 441 | 14.69 395 | 11.68 450 | 12.22 371 | 6.71 403 | 0.30 451 | 0.20 456 | 0.15 444 | 0.02 239 | 0.23 262 | 0.68 469 |
|
| HCRNet |  | 8.80 423 | 1.43 264 | 7.74 308 | 14.41 630 | 5.25 517 | 10.85 391 | 2.56 315 | 26.07 477 | 18.04 394 | 15.48 390 | 25.03 438 | 18.63 465 | 9.93 406 | 13.01 417 | 6.76 404 | 0.04 282 | 0.04 161 | 0.10 403 | 0.01 197 | 0.18 231 | 0.38 395 |
|
| PCWNet_CMD |  | 9.64 454 | 1.77 397 | 10.59 454 | 4.80 285 | 2.90 375 | 16.25 516 | 2.42 306 | 29.37 522 | 34.10 564 | 17.41 439 | 22.04 410 | 19.10 471 | 7.70 353 | 12.05 358 | 6.86 405 | 0.22 414 | 0.45 555 | 0.80 560 | 0.22 451 | 3.11 588 | 0.69 471 |
|
| WQFJX |  | 4.69 235 | 1.22 192 | 5.36 172 | 3.29 146 | 5.73 549 | 14.19 461 | 1.93 262 | 11.24 219 | 8.68 249 | 5.78 215 | 5.47 164 | 5.72 212 | 5.99 296 | 12.05 358 | 6.87 406 | 0.02 223 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 178 | 0.15 249 |
|
| MSMDNet |  | 9.64 454 | 1.77 397 | 10.63 455 | 4.83 286 | 2.90 375 | 16.35 517 | 2.37 299 | 29.33 520 | 34.29 568 | 17.43 441 | 22.10 412 | 19.05 470 | 7.79 358 | 12.11 368 | 6.87 406 | 0.23 424 | 0.46 557 | 0.67 549 | 0.21 448 | 2.77 579 | 0.60 454 |
|
| WQFJX1 |  | 4.68 233 | 1.09 156 | 5.54 193 | 4.07 217 | 5.82 553 | 10.92 396 | 3.99 376 | 10.31 199 | 10.17 274 | 5.90 217 | 4.99 143 | 5.79 215 | 5.18 260 | 12.80 404 | 6.89 408 | 0.01 139 | 0.00 1 | 0.01 244 | 0.00 1 | 0.15 206 | 0.06 124 |
|
| GMStereo_Zeroshot |   | 10.83 500 | 7.81 600 | 19.95 587 | 9.55 549 | 2.47 346 | 11.83 409 | 1.31 142 | 20.84 413 | 20.52 416 | 22.73 540 | 35.93 580 | 24.76 535 | 5.94 291 | 19.68 548 | 7.04 409 | 0.45 493 | 0.02 100 | 0.25 486 | 0.01 197 | 5.38 622 | 0.19 291 |
|
| MyStereo05 |  | 9.29 440 | 1.76 391 | 8.95 373 | 6.19 416 | 4.40 467 | 7.09 322 | 9.95 542 | 31.21 547 | 40.82 607 | 17.31 438 | 12.93 284 | 10.33 313 | 12.52 469 | 13.93 443 | 7.05 410 | 0.06 329 | 0.10 345 | 0.02 274 | 0.04 289 | 0.73 486 | 0.29 360 |
|
| MIM_Stereo |  | 7.02 362 | 1.55 309 | 10.78 460 | 4.17 228 | 0.58 95 | 5.25 206 | 1.32 145 | 19.03 385 | 12.59 306 | 16.74 427 | 28.83 485 | 13.20 369 | 5.53 273 | 12.89 408 | 7.11 411 | 0.00 1 | 0.23 482 | 0.00 1 | 0.01 197 | 0.38 372 | 0.28 355 |
|
| CFNet_ucs |  | 10.25 479 | 1.91 417 | 11.88 479 | 4.98 298 | 4.08 442 | 15.11 481 | 3.57 365 | 28.02 500 | 31.98 547 | 18.21 461 | 25.20 442 | 23.27 513 | 9.38 395 | 13.38 428 | 7.22 412 | 0.23 424 | 0.81 597 | 1.65 602 | 0.22 451 | 3.01 584 | 0.93 506 |
|
| GES |  | 8.51 414 | 1.98 431 | 11.82 478 | 6.39 428 | 1.77 282 | 12.36 424 | 6.22 457 | 21.55 421 | 21.34 430 | 19.02 480 | 26.02 451 | 8.79 287 | 9.34 394 | 13.94 445 | 7.24 413 | 0.38 470 | 0.10 345 | 0.30 508 | 0.14 406 | 0.69 475 | 0.73 479 |
|
| DAS |  | 10.80 499 | 2.03 447 | 13.96 515 | 9.01 532 | 6.23 567 | 14.67 474 | 7.38 502 | 21.59 422 | 32.58 554 | 18.67 474 | 28.13 476 | 19.20 473 | 17.08 553 | 16.54 509 | 7.31 414 | 0.58 516 | 0.01 42 | 0.29 504 | 0.01 197 | 0.47 406 | 0.20 296 |
|
| SepStereo |  | 11.34 506 | 2.03 447 | 13.96 515 | 9.01 532 | 6.23 567 | 14.67 474 | 7.38 502 | 21.59 422 | 32.58 554 | 18.67 474 | 28.13 476 | 19.20 473 | 17.08 553 | 27.36 611 | 7.31 414 | 0.58 516 | 0.01 42 | 0.29 504 | 0.01 197 | 0.47 406 | 0.20 296 |
|
| CFNet_pseudo |  | 9.58 451 | 1.91 417 | 10.73 458 | 4.53 266 | 2.91 377 | 14.26 462 | 2.75 324 | 26.73 486 | 32.14 548 | 17.10 433 | 23.02 420 | 22.14 501 | 8.74 379 | 12.17 370 | 7.43 416 | 0.20 403 | 0.45 555 | 1.24 595 | 0.24 470 | 2.49 573 | 0.49 431 |
|
| IGEV_i1 |  | 8.11 401 | 1.53 301 | 9.99 438 | 5.80 375 | 1.15 202 | 16.03 501 | 7.19 499 | 19.82 399 | 15.30 347 | 16.39 415 | 17.38 329 | 17.95 454 | 8.38 371 | 14.44 456 | 7.44 417 | 0.25 436 | 0.19 450 | 1.08 582 | 1.12 603 | 0.26 285 | 0.54 440 |
|
| ccs_rob |  | 9.61 453 | 1.92 421 | 10.72 457 | 4.55 268 | 2.89 374 | 14.33 464 | 2.86 332 | 26.85 487 | 32.36 551 | 17.05 431 | 22.91 419 | 22.12 500 | 8.70 377 | 12.10 366 | 7.44 417 | 0.19 395 | 0.44 550 | 1.38 597 | 0.25 476 | 2.68 576 | 0.57 448 |
|
| 1test111 |  | 5.59 289 | 2.00 434 | 4.99 142 | 5.89 384 | 0.26 10 | 10.85 391 | 5.38 422 | 20.20 403 | 11.88 293 | 6.95 238 | 10.01 230 | 4.49 178 | 9.78 403 | 11.09 298 | 7.45 419 | 0.00 1 | 0.05 199 | 0.00 1 | 0.04 289 | 0.25 274 | 0.20 296 |
|
| qqq |  | 6.96 360 | 1.40 255 | 8.15 330 | 4.50 264 | 1.03 178 | 8.55 352 | 6.93 490 | 20.20 403 | 11.88 293 | 12.00 304 | 18.19 345 | 16.02 417 | 11.15 432 | 11.09 298 | 7.45 419 | 0.06 329 | 0.13 395 | 0.02 274 | 0.05 317 | 0.25 274 | 0.20 296 |
|
| MyStereo04 |  | 9.24 435 | 1.92 421 | 8.78 365 | 6.09 407 | 4.31 459 | 6.54 304 | 9.96 544 | 32.24 567 | 41.99 615 | 14.26 360 | 11.98 272 | 12.00 345 | 12.01 456 | 13.93 443 | 7.53 421 | 0.06 329 | 0.10 345 | 0.03 294 | 0.04 289 | 0.63 464 | 0.30 363 |
|
| mmm |  | 7.72 386 | 1.50 292 | 8.56 354 | 5.29 339 | 1.89 299 | 14.14 460 | 5.70 435 | 18.42 372 | 11.02 283 | 16.04 404 | 23.78 426 | 17.00 429 | 10.03 408 | 12.03 354 | 7.54 422 | 0.12 365 | 0.07 267 | 0.50 531 | 0.20 444 | 0.31 328 | 0.18 277 |
|
| DIP-Stereo |  | 6.74 344 | 1.93 424 | 10.02 443 | 4.28 247 | 1.64 266 | 13.54 447 | 1.52 171 | 15.16 305 | 6.63 196 | 14.30 361 | 26.81 463 | 10.90 320 | 5.19 261 | 14.78 464 | 7.56 423 | 0.00 1 | 0.06 238 | 0.05 327 | 0.00 1 | 0.17 228 | 0.17 267 |
| Zihua Zheng, Ni Nie, Zhi Ling, Pengfei Xiong, Jiangyu Liu, Hao Wang, Jiankun Li: DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow. cvpr2022 |
| anonymousa |  | 9.03 428 | 1.62 344 | 8.03 325 | 4.19 233 | 5.53 537 | 15.37 486 | 3.81 372 | 18.55 376 | 21.20 428 | 18.28 462 | 30.99 521 | 20.79 486 | 13.42 482 | 10.58 266 | 7.57 424 | 0.00 1 | 0.05 199 | 0.29 504 | 0.18 425 | 0.10 167 | 0.11 191 |
|
| IER |  | 9.78 459 | 1.55 309 | 9.97 436 | 4.51 265 | 5.23 515 | 13.78 450 | 5.11 414 | 26.66 484 | 22.79 450 | 19.69 491 | 29.45 496 | 16.42 422 | 18.52 571 | 13.64 440 | 7.57 424 | 0.06 329 | 0.03 139 | 0.18 458 | 0.09 369 | 0.18 231 | 0.23 326 |
|
| NLCSM |  | 4.99 242 | 1.39 253 | 5.75 210 | 5.86 382 | 5.86 557 | 11.21 402 | 3.80 371 | 10.71 211 | 8.54 248 | 8.36 254 | 5.25 152 | 4.57 184 | 6.65 325 | 13.57 436 | 7.59 426 | 0.29 449 | 0.01 42 | 0.00 1 | 0.01 197 | 0.24 269 | 0.13 218 |
|
| WQFJA1 |  | 4.56 229 | 1.18 184 | 5.44 178 | 3.48 165 | 5.88 558 | 13.44 444 | 1.59 183 | 11.97 226 | 8.85 256 | 4.92 201 | 5.44 161 | 6.20 225 | 5.05 253 | 10.03 252 | 7.60 427 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.09 143 | 0.10 174 |
|
| NLMM |  | 4.55 228 | 1.18 184 | 5.44 178 | 3.48 165 | 5.88 558 | 13.44 444 | 1.59 183 | 11.98 227 | 8.84 255 | 4.92 201 | 5.44 161 | 6.20 225 | 5.05 253 | 9.85 244 | 7.60 427 | 0.01 139 | 0.01 42 | 0.00 1 | 0.00 1 | 0.09 143 | 0.10 174 |
|
| GANet-RSSM |  | 9.48 448 | 1.32 230 | 6.45 243 | 6.72 454 | 5.51 536 | 12.78 432 | 6.03 451 | 26.55 482 | 18.96 404 | 14.92 371 | 27.95 474 | 25.41 541 | 14.69 517 | 13.52 435 | 7.60 427 | 0.10 352 | 0.10 345 | 0.16 451 | 0.01 197 | 0.51 427 | 0.39 398 |
|
| test_sample5 |  | 9.36 443 | 1.61 338 | 9.63 417 | 5.30 340 | 2.52 347 | 15.42 489 | 6.00 446 | 27.25 491 | 19.96 412 | 18.36 468 | 31.81 537 | 15.99 415 | 11.29 436 | 13.21 422 | 7.66 430 | 0.23 424 | 0.08 305 | 0.07 361 | 0.04 289 | 0.48 409 | 0.34 381 |
|
| DualNet |  | 9.49 450 | 1.61 338 | 9.63 417 | 5.30 340 | 2.52 347 | 15.42 489 | 6.00 446 | 27.25 491 | 19.96 412 | 19.40 484 | 33.22 558 | 15.99 415 | 11.29 436 | 13.21 422 | 7.66 430 | 0.23 424 | 0.08 305 | 0.07 361 | 0.04 289 | 0.48 409 | 0.34 381 |
|
| rvit_stereo_0075_2 |  | 9.10 431 | 3.87 540 | 19.26 580 | 11.81 606 | 8.82 625 | 5.75 253 | 4.40 392 | 22.77 439 | 17.68 388 | 11.90 301 | 28.34 480 | 16.05 420 | 6.35 315 | 14.30 452 | 7.67 432 | 0.52 510 | 0.34 531 | 0.51 532 | 0.08 355 | 0.38 372 | 1.14 527 |
|
| BSDual-CNN |  | 9.70 456 | 1.48 281 | 7.93 315 | 6.74 455 | 3.96 432 | 16.10 506 | 7.13 495 | 33.06 576 | 21.58 433 | 17.99 454 | 21.34 396 | 22.28 502 | 11.53 444 | 14.18 448 | 7.81 433 | 0.19 395 | 0.13 395 | 0.14 437 | 0.04 289 | 0.30 316 | 0.09 162 |
|
| psmg |  | 9.80 461 | 1.48 281 | 7.93 315 | 5.18 327 | 3.96 432 | 15.85 498 | 7.93 511 | 29.11 515 | 21.58 433 | 20.93 514 | 25.06 439 | 22.28 502 | 11.53 444 | 14.18 448 | 7.81 433 | 0.19 395 | 0.13 395 | 0.17 453 | 0.04 289 | 0.36 358 | 0.21 307 |
|
| H2IRNET |  | 5.89 303 | 1.14 170 | 6.65 248 | 4.13 226 | 2.24 329 | 4.15 104 | 0.73 92 | 12.10 229 | 13.21 316 | 7.09 243 | 20.45 380 | 15.74 410 | 10.74 420 | 10.36 260 | 7.84 435 | 0.06 329 | 0.00 1 | 0.07 361 | 0.53 562 | 0.37 365 | 0.16 258 |
|
| xyz-stereo |  | 13.23 548 | 0.83 71 | 38.70 638 | 2.53 69 | 0.83 155 | 41.19 665 | 4.82 412 | 13.68 274 | 26.28 493 | 22.98 544 | 37.78 594 | 29.35 565 | 18.53 572 | 18.11 529 | 7.85 436 | 0.22 414 | 0.03 139 | 0.64 546 | 0.01 197 | 0.13 192 | 0.06 124 |
|
| FENet |  | 7.94 395 | 1.01 128 | 6.72 251 | 5.87 383 | 2.07 316 | 11.11 400 | 2.03 274 | 21.39 419 | 20.81 420 | 17.14 435 | 22.65 417 | 14.43 389 | 11.54 446 | 12.97 414 | 7.89 437 | 0.15 381 | 0.24 493 | 0.03 294 | 0.02 239 | 0.14 198 | 0.62 457 |
|
| DRaft |  | 9.27 439 | 1.23 197 | 9.08 388 | 3.62 186 | 0.78 146 | 13.27 441 | 5.89 438 | 16.97 342 | 29.57 517 | 21.15 523 | 38.46 601 | 10.09 310 | 13.98 498 | 11.58 329 | 7.91 438 | 0.43 489 | 0.30 516 | 0.06 350 | 0.26 482 | 0.26 285 | 0.45 420 |
|
| iResNet_ROB |  | 11.71 513 | 1.96 428 | 10.77 459 | 6.01 400 | 3.68 417 | 15.13 483 | 2.34 295 | 31.72 554 | 37.58 590 | 26.16 580 | 32.77 550 | 25.88 545 | 15.34 531 | 16.35 505 | 7.94 439 | 0.19 395 | 0.01 42 | 0.00 1 | 0.00 1 | 0.31 328 | 0.12 201 |
|
| LiteMatch |  | 2.05 59 | 1.75 385 | 2.89 16 | 3.57 181 | 0.63 107 | 2.13 24 | 1.54 175 | 4.85 22 | 2.56 56 | 1.63 56 | 0.47 18 | 2.13 111 | 4.42 202 | 3.83 55 | 7.98 440 | 0.00 1 | 0.04 161 | 0.00 1 | 0.00 1 | 0.29 307 | 0.31 371 |
|
| Lsterematch |  | 6.44 327 | 1.75 385 | 6.90 266 | 3.57 181 | 0.63 107 | 8.44 351 | 1.54 175 | 12.51 239 | 16.89 374 | 16.22 409 | 25.52 446 | 9.64 303 | 4.42 202 | 12.06 361 | 7.98 440 | 0.00 1 | 0.04 161 | 0.00 1 | 0.00 1 | 0.29 307 | 0.31 371 |
|
| test_sample1 |  | 7.66 384 | 1.26 209 | 8.87 367 | 5.04 302 | 2.61 354 | 14.61 473 | 4.58 401 | 20.08 402 | 9.81 269 | 13.83 351 | 21.62 403 | 18.21 461 | 12.26 460 | 11.71 339 | 8.01 442 | 0.11 359 | 0.11 366 | 0.02 274 | 0.02 239 | 0.20 239 | 0.17 267 |
|
| UCFNet_RVC |  | 9.48 448 | 2.12 460 | 4.89 135 | 7.03 467 | 3.78 422 | 16.05 502 | 6.37 464 | 28.25 504 | 20.00 414 | 15.93 403 | 23.07 421 | 25.21 538 | 12.79 472 | 12.57 394 | 8.01 442 | 0.07 340 | 0.04 161 | 1.17 586 | 0.23 460 | 1.31 537 | 0.69 471 |
|
| x |  | 6.80 349 | 1.36 243 | 6.94 268 | 4.58 272 | 1.88 298 | 10.78 388 | 4.55 399 | 19.79 398 | 10.62 279 | 12.69 325 | 19.54 366 | 14.87 398 | 10.11 409 | 9.52 231 | 8.03 444 | 0.07 340 | 0.15 419 | 0.04 316 | 0.04 289 | 0.24 269 | 0.22 315 |
|
| CCAANet |  | 9.84 465 | 1.49 287 | 9.29 399 | 6.41 430 | 5.05 503 | 12.91 434 | 3.79 370 | 28.06 501 | 22.91 451 | 15.23 386 | 36.91 587 | 18.50 464 | 10.70 419 | 16.74 512 | 8.06 445 | 0.12 365 | 0.00 1 | 0.27 492 | 0.01 197 | 0.20 239 | 0.15 249 |
|
| DEmStereo |  | 8.85 424 | 1.36 243 | 9.99 438 | 4.24 238 | 1.05 184 | 11.49 404 | 5.91 439 | 13.76 281 | 26.68 497 | 22.03 532 | 32.92 554 | 11.86 339 | 15.27 529 | 11.48 321 | 8.08 446 | 0.16 384 | 0.15 419 | 0.02 274 | 0.09 369 | 0.09 143 | 0.44 415 |
|
| IPLG |  | 7.20 371 | 1.43 264 | 12.55 490 | 5.17 322 | 4.32 462 | 11.11 400 | 1.48 159 | 21.79 425 | 15.10 343 | 19.16 482 | 20.23 373 | 5.26 203 | 5.61 276 | 11.68 338 | 8.14 447 | 0.05 308 | 0.06 238 | 0.03 294 | 0.07 348 | 0.33 346 | 0.50 432 |
|
| HITNet |  | 7.83 390 | 2.93 508 | 8.39 340 | 4.76 283 | 1.48 245 | 12.75 431 | 4.64 403 | 20.97 414 | 14.37 335 | 15.14 382 | 22.15 415 | 14.57 393 | 10.62 417 | 14.38 455 | 8.14 447 | 0.04 282 | 0.01 42 | 0.48 528 | 0.02 239 | 0.57 449 | 0.10 174 |
| Vladimir Tankovich, Christian Häne, Yinda Zhang, Adarsh Kowdle, Sean Fanello, Sofien Bouaziz: HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching. CVPR 2021 |
| test_sample4 |  | 9.10 431 | 1.65 352 | 9.91 433 | 5.19 330 | 2.57 352 | 16.59 523 | 5.38 422 | 27.37 493 | 19.80 411 | 17.80 448 | 27.52 471 | 15.01 399 | 11.21 434 | 12.69 399 | 8.15 449 | 0.21 408 | 0.07 267 | 0.06 350 | 0.03 264 | 0.43 389 | 0.30 363 |
|
| Selective-IGEV-i16pc |  | 10.06 473 | 1.72 372 | 15.71 542 | 5.65 360 | 1.66 267 | 36.81 651 | 11.67 578 | 18.83 382 | 26.73 498 | 10.16 280 | 21.57 400 | 15.78 411 | 7.07 340 | 14.19 451 | 8.16 450 | 2.15 605 | 0.94 608 | 0.26 489 | 0.53 562 | 0.77 495 | 0.87 499 |
|
| CIPLG |  | 7.15 368 | 2.44 481 | 12.82 493 | 7.38 484 | 4.93 492 | 10.51 379 | 4.56 400 | 15.17 306 | 13.25 318 | 17.45 442 | 19.75 367 | 8.42 283 | 4.60 224 | 11.41 320 | 8.31 451 | 0.33 457 | 0.32 523 | 0.03 294 | 0.14 406 | 0.37 365 | 0.72 478 |
|
| FADNet-RVC-Resample |  | 11.72 514 | 4.35 549 | 30.33 622 | 9.46 547 | 3.90 429 | 14.11 457 | 7.17 497 | 25.78 471 | 23.31 453 | 23.27 548 | 29.52 497 | 19.50 478 | 15.00 525 | 15.38 473 | 8.33 452 | 0.53 511 | 0.50 566 | 0.49 529 | 0.50 558 | 1.38 541 | 1.67 554 |
|
| hknet |  | 10.13 477 | 1.56 319 | 10.27 448 | 6.74 455 | 3.72 419 | 16.10 506 | 7.13 495 | 33.06 576 | 21.12 426 | 17.99 454 | 21.34 396 | 23.11 510 | 14.95 520 | 16.43 506 | 8.34 453 | 0.14 372 | 0.13 395 | 0.14 437 | 0.04 289 | 0.30 316 | 0.09 162 |
|
| THIR-Stereo |  | 9.38 445 | 1.78 400 | 8.50 352 | 4.74 279 | 0.71 127 | 15.92 499 | 11.93 582 | 16.39 333 | 21.56 432 | 24.27 554 | 32.07 541 | 14.40 388 | 14.14 502 | 11.49 322 | 8.39 454 | 0.05 308 | 0.25 501 | 0.10 403 | 0.05 317 | 0.33 346 | 0.58 451 |
|
| xyz-stereo-finetune2 |  | 5.60 290 | 1.64 350 | 5.87 216 | 2.44 57 | 0.32 27 | 15.39 487 | 1.90 258 | 10.59 209 | 5.28 164 | 10.58 286 | 17.82 335 | 7.37 266 | 8.93 384 | 14.86 465 | 8.46 455 | 0.01 139 | 0.02 100 | 0.08 372 | 0.14 406 | 0.23 262 | 0.04 79 |
|
| HLF11 |  | 5.67 293 | 1.55 309 | 8.56 354 | 3.38 154 | 3.06 388 | 4.57 136 | 1.23 134 | 18.20 370 | 9.49 264 | 9.83 274 | 16.96 327 | 7.53 270 | 4.93 246 | 15.35 472 | 8.47 456 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.23 262 | 0.01 4 |
|
| ACRE |  | 7.07 365 | 2.38 478 | 13.26 500 | 7.36 483 | 4.86 488 | 10.28 372 | 4.40 392 | 15.51 314 | 13.69 325 | 17.22 437 | 19.23 358 | 8.00 277 | 4.20 193 | 10.64 271 | 8.50 457 | 0.33 457 | 0.32 523 | 0.03 294 | 0.14 406 | 0.37 365 | 0.77 486 |
|
| test_sample3 |  | 8.76 421 | 1.62 344 | 9.99 438 | 5.21 333 | 2.61 354 | 17.43 531 | 5.37 420 | 26.91 488 | 19.77 409 | 17.13 434 | 20.82 389 | 16.55 425 | 9.70 402 | 12.52 393 | 8.59 458 | 0.21 408 | 0.07 267 | 0.05 327 | 0.04 289 | 0.39 375 | 0.30 363 |
|
| AdaStereo |  | 10.22 478 | 3.63 529 | 9.14 395 | 9.15 536 | 3.24 396 | 15.79 497 | 5.39 427 | 31.94 557 | 25.42 482 | 18.39 469 | 26.47 458 | 19.44 476 | 9.50 398 | 16.60 510 | 8.59 458 | 0.44 491 | 0.05 199 | 0.40 522 | 0.00 1 | 0.57 449 | 0.16 258 |
| 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. |
| NOSS_ROB |  | 10.99 502 | 3.81 537 | 6.88 264 | 6.69 451 | 2.30 333 | 16.06 504 | 10.94 564 | 30.06 529 | 32.41 552 | 16.10 406 | 18.72 352 | 22.78 509 | 14.21 504 | 17.52 520 | 8.62 460 | 2.35 609 | 1.84 629 | 3.32 630 | 1.57 614 | 2.06 567 | 1.52 547 |
|
| IPLGR_C |  | 7.16 369 | 2.48 484 | 12.98 496 | 7.52 493 | 4.91 491 | 10.56 380 | 4.59 402 | 15.63 319 | 14.12 330 | 17.42 440 | 18.87 354 | 8.00 277 | 4.59 223 | 10.76 278 | 8.81 461 | 0.32 455 | 0.32 523 | 0.03 294 | 0.13 400 | 0.36 358 | 0.76 483 |
|
| test_sample6 |  | 9.79 460 | 1.61 338 | 9.84 430 | 5.35 346 | 2.35 338 | 15.59 493 | 6.60 478 | 28.40 505 | 20.96 422 | 19.40 484 | 33.22 558 | 17.17 438 | 11.58 448 | 13.43 431 | 8.82 462 | 0.26 441 | 0.10 345 | 0.10 403 | 0.06 337 | 0.50 423 | 0.41 405 |
|
| DispNO |  | 9.33 442 | 1.78 400 | 15.84 544 | 5.73 372 | 5.74 550 | 12.24 421 | 4.81 411 | 25.06 461 | 21.10 425 | 16.70 426 | 20.86 390 | 17.78 449 | 11.76 451 | 16.74 512 | 8.85 463 | 0.22 414 | 0.15 419 | 0.03 294 | 0.12 395 | 0.41 383 | 0.64 464 |
|
| FSD |  | 7.83 390 | 6.74 590 | 11.67 475 | 13.63 619 | 5.31 526 | 8.20 347 | 12.18 586 | 12.39 235 | 7.98 232 | 7.94 248 | 7.35 197 | 9.35 298 | 7.17 343 | 10.94 290 | 8.86 464 | 5.58 642 | 2.77 646 | 5.46 637 | 4.09 642 | 5.17 620 | 3.91 605 |
|
| CrosDoStereo |  | 9.24 435 | 1.29 218 | 8.16 332 | 4.56 270 | 1.04 181 | 7.52 334 | 15.00 612 | 15.85 325 | 24.31 470 | 24.27 554 | 33.44 562 | 13.37 373 | 13.82 492 | 12.23 372 | 8.86 464 | 0.01 139 | 0.11 366 | 0.09 384 | 0.04 289 | 0.36 358 | 0.53 437 |
|
| DeepStereo_LL |  | 9.24 435 | 1.29 218 | 8.16 332 | 4.56 270 | 1.04 181 | 7.52 334 | 15.00 612 | 15.85 325 | 24.31 470 | 24.27 554 | 33.44 562 | 13.37 373 | 13.82 492 | 12.23 372 | 8.86 464 | 0.01 139 | 0.11 366 | 0.09 384 | 0.04 289 | 0.36 358 | 0.53 437 |
|
| HSM |  | 11.33 505 | 1.80 405 | 7.04 274 | 6.13 413 | 3.99 437 | 16.16 510 | 6.92 489 | 29.69 527 | 19.39 405 | 22.95 543 | 26.05 454 | 41.08 643 | 15.79 536 | 20.25 562 | 8.89 467 | 0.02 223 | 0.03 139 | 0.01 244 | 0.00 1 | 0.15 206 | 0.34 381 |
|
| RAFT + AFF |  | 10.27 481 | 3.77 534 | 17.13 556 | 10.24 573 | 4.97 495 | 13.08 437 | 11.52 576 | 25.69 470 | 25.80 485 | 14.72 366 | 16.12 317 | 19.16 472 | 11.35 440 | 16.24 504 | 9.04 468 | 0.30 451 | 1.46 621 | 0.66 548 | 0.20 444 | 2.03 566 | 1.94 563 |
|
| DCVSM-stereo |  | 9.70 456 | 1.83 407 | 11.36 470 | 5.81 376 | 3.59 412 | 10.57 381 | 3.00 336 | 18.71 378 | 22.11 441 | 23.79 552 | 19.02 357 | 29.73 567 | 17.68 560 | 13.33 427 | 9.11 469 | 0.21 408 | 1.14 613 | 0.27 492 | 0.06 337 | 0.75 492 | 1.89 561 |
|
| PSMNet-RSSM |  | 9.71 458 | 1.73 373 | 6.09 228 | 7.47 491 | 4.27 453 | 10.06 370 | 6.00 446 | 29.14 516 | 21.74 437 | 15.76 397 | 32.88 553 | 22.63 505 | 13.18 479 | 12.94 412 | 9.12 470 | 0.09 346 | 0.02 100 | 0.07 361 | 0.10 382 | 0.70 478 | 0.24 333 |
|
| HSM-Net_RVC |   | 10.88 501 | 1.23 197 | 5.46 181 | 5.57 356 | 2.63 358 | 20.12 555 | 6.06 453 | 27.67 497 | 28.35 512 | 20.63 510 | 25.51 445 | 34.01 607 | 14.38 508 | 16.18 499 | 9.29 471 | 0.11 359 | 0.07 267 | 0.01 244 | 0.00 1 | 0.13 192 | 0.14 229 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| pcwnet_v2 |  | 12.32 527 | 2.00 434 | 17.53 561 | 7.79 504 | 5.69 546 | 17.06 526 | 3.69 369 | 36.52 615 | 46.17 634 | 20.55 506 | 29.39 494 | 16.50 423 | 13.00 478 | 15.70 481 | 9.32 472 | 0.50 505 | 1.00 609 | 0.34 513 | 0.24 470 | 2.00 563 | 1.38 539 |
|
| DStereoRT |  | 14.31 561 | 2.30 475 | 10.03 444 | 10.45 576 | 5.01 501 | 18.36 540 | 6.38 465 | 27.11 489 | 26.47 496 | 15.77 398 | 24.40 432 | 10.48 315 | 14.62 516 | 17.08 517 | 9.45 473 | 1.32 589 | 0.51 570 | 57.89 697 | 25.93 685 | 0.56 447 | 2.01 566 |
|
| LL-Strereo |  | 10.79 498 | 3.52 527 | 12.54 489 | 8.77 527 | 5.44 533 | 7.49 331 | 9.26 531 | 35.15 602 | 28.70 513 | 16.47 417 | 15.85 313 | 21.06 490 | 17.42 558 | 21.62 577 | 9.72 474 | 0.21 408 | 0.22 474 | 0.74 554 | 0.08 355 | 0.98 513 | 0.60 454 |
|
| DualNet (step1) |  | 12.44 531 | 4.86 557 | 17.49 558 | 5.97 394 | 2.94 380 | 17.57 534 | 8.30 514 | 28.75 508 | 23.91 466 | 24.38 559 | 21.03 392 | 24.64 529 | 17.82 563 | 13.58 437 | 9.82 475 | 6.44 648 | 0.87 602 | 6.62 644 | 7.44 657 | 3.20 593 | 3.11 593 |
|
| test_sample7 |  | 10.45 485 | 2.24 472 | 9.90 432 | 5.32 342 | 2.01 313 | 14.98 478 | 7.44 504 | 28.75 508 | 23.91 466 | 24.38 559 | 21.03 392 | 24.64 529 | 17.82 563 | 13.58 437 | 9.82 475 | 0.59 520 | 0.87 602 | 0.39 521 | 0.12 395 | 0.66 474 | 0.47 423 |
|
| dd |  | 7.96 397 | 4.08 543 | 11.49 473 | 6.53 438 | 0.93 172 | 8.28 349 | 4.03 379 | 16.53 336 | 33.82 560 | 15.17 384 | 16.50 322 | 6.79 246 | 5.96 294 | 14.30 452 | 9.90 477 | 1.13 582 | 0.42 543 | 0.17 453 | 0.44 549 | 2.01 564 | 0.79 487 |
|
| GwcNet-ADL |  | 8.48 412 | 1.70 369 | 9.38 405 | 7.10 473 | 2.78 370 | 6.74 314 | 6.57 476 | 30.15 530 | 26.01 491 | 15.15 383 | 17.77 334 | 13.93 383 | 6.96 339 | 12.96 413 | 9.91 478 | 0.48 501 | 0.72 590 | 0.01 244 | 0.01 197 | 0.51 427 | 0.84 493 |
|
| gwcnet-sp |  | 9.81 462 | 2.82 501 | 13.47 507 | 5.99 397 | 4.27 453 | 16.20 512 | 5.91 439 | 25.55 467 | 24.34 473 | 21.01 516 | 20.69 383 | 15.22 402 | 14.96 521 | 14.50 459 | 9.97 479 | 0.05 308 | 0.15 419 | 0.02 274 | 0.08 355 | 0.49 418 | 0.51 433 |
|
| scenet |  | 9.81 462 | 2.82 501 | 13.47 507 | 5.99 397 | 4.27 453 | 16.20 512 | 5.91 439 | 25.55 467 | 24.34 473 | 21.01 516 | 20.69 383 | 15.22 402 | 14.96 521 | 14.50 459 | 9.97 479 | 0.05 308 | 0.15 419 | 0.02 274 | 0.08 355 | 0.49 418 | 0.51 433 |
|
| ssnet |  | 9.81 462 | 2.82 501 | 13.47 507 | 5.99 397 | 4.27 453 | 16.20 512 | 5.91 439 | 25.55 467 | 24.34 473 | 21.01 516 | 20.69 383 | 15.22 402 | 14.96 521 | 14.50 459 | 9.97 479 | 0.05 308 | 0.15 419 | 0.02 274 | 0.08 355 | 0.49 418 | 0.51 433 |
|
| dad |  | 12.24 525 | 10.20 616 | 13.68 512 | 6.64 448 | 1.47 242 | 13.55 448 | 3.58 366 | 17.62 353 | 35.33 576 | 27.15 591 | 32.65 549 | 30.85 577 | 10.86 423 | 14.33 454 | 10.04 482 | 2.95 621 | 0.55 577 | 7.92 655 | 0.91 588 | 3.35 597 | 1.17 529 |
|
| FADNet |  | 14.18 559 | 10.92 625 | 37.56 635 | 7.79 504 | 6.64 576 | 17.48 532 | 6.91 488 | 34.73 597 | 34.03 562 | 18.85 478 | 27.02 466 | 28.26 557 | 14.24 505 | 17.77 523 | 10.09 483 | 0.41 484 | 0.67 588 | 0.37 518 | 0.37 528 | 8.13 638 | 1.34 536 |
|
| MLCV |  | 9.32 441 | 2.22 469 | 12.55 490 | 5.22 335 | 1.32 224 | 13.79 452 | 1.35 150 | 21.14 418 | 23.65 459 | 21.91 531 | 31.37 527 | 17.14 437 | 7.57 350 | 16.00 497 | 10.18 484 | 0.22 414 | 0.01 42 | 0.03 294 | 0.02 239 | 0.40 380 | 0.29 360 |
|
| CBMV_ROB |  | 11.77 517 | 2.89 505 | 6.92 267 | 5.20 331 | 2.88 373 | 14.12 458 | 4.79 408 | 26.69 485 | 29.84 525 | 26.17 581 | 31.92 538 | 23.61 518 | 20.74 586 | 20.20 561 | 10.18 484 | 1.78 598 | 1.80 628 | 2.17 611 | 1.26 608 | 1.61 545 | 0.55 442 |
|
| MyStereo8 |  | 7.13 366 | 2.48 484 | 10.86 463 | 6.81 460 | 4.98 497 | 10.73 385 | 1.42 155 | 14.58 294 | 9.73 265 | 15.75 396 | 23.16 422 | 12.17 350 | 7.96 363 | 9.85 244 | 10.21 486 | 0.04 282 | 0.19 450 | 0.08 372 | 0.21 448 | 0.58 453 | 0.82 490 |
|
| DeepPruner_ROB |  | 10.77 497 | 4.56 551 | 13.13 497 | 6.37 426 | 4.28 458 | 10.14 371 | 6.86 486 | 36.42 614 | 19.59 407 | 17.87 450 | 27.37 469 | 23.19 512 | 12.26 460 | 19.09 540 | 10.23 487 | 1.05 578 | 0.48 561 | 0.23 482 | 0.15 415 | 0.89 507 | 1.17 529 |
|
| SACVNet |  | 13.38 554 | 4.08 543 | 11.41 472 | 11.67 603 | 5.79 551 | 17.28 528 | 9.39 532 | 32.77 572 | 22.29 442 | 28.11 596 | 33.35 560 | 32.48 592 | 21.86 590 | 19.75 549 | 10.28 488 | 1.00 574 | 0.48 561 | 0.85 568 | 0.29 496 | 1.31 537 | 3.08 591 |
|
| iResNet |  | 10.26 480 | 3.10 516 | 15.72 543 | 7.35 482 | 2.13 319 | 13.86 455 | 7.07 492 | 22.80 440 | 28.01 507 | 20.10 500 | 30.40 510 | 16.79 427 | 11.06 430 | 14.46 458 | 10.29 489 | 0.39 479 | 0.05 199 | 0.00 1 | 0.07 348 | 0.73 486 | 0.73 479 |
|
| BUS |  | 9.20 433 | 1.48 281 | 7.93 315 | 6.74 455 | 3.96 432 | 17.62 537 | 2.79 326 | 33.06 576 | 21.58 433 | 17.99 454 | 21.34 396 | 14.49 390 | 9.40 396 | 14.18 448 | 10.57 490 | 0.19 395 | 0.13 395 | 0.14 437 | 0.04 289 | 0.30 316 | 0.09 162 |
|
| NINENet |  | 10.74 495 | 2.29 474 | 10.44 451 | 8.03 510 | 5.09 505 | 17.62 537 | 2.79 326 | 38.69 633 | 33.24 559 | 18.35 467 | 26.31 456 | 14.49 390 | 9.40 396 | 15.88 488 | 10.57 490 | 0.41 484 | 0.21 464 | 0.29 504 | 0.00 1 | 0.42 387 | 0.23 326 |
|
| CFNet |  | 10.67 491 | 2.33 477 | 8.90 368 | 6.66 449 | 4.09 444 | 16.05 502 | 4.26 391 | 30.44 538 | 31.01 534 | 18.53 471 | 26.48 459 | 23.69 519 | 13.68 488 | 15.27 468 | 10.59 492 | 0.05 308 | 0.02 100 | 0.44 523 | 0.05 317 | 0.73 486 | 0.23 326 |
|
| UGAM |  | 10.01 471 | 1.28 214 | 9.19 397 | 6.53 438 | 4.31 459 | 6.72 312 | 10.45 559 | 15.31 308 | 25.98 489 | 20.56 508 | 27.42 470 | 22.70 507 | 11.49 442 | 26.30 606 | 10.64 493 | 0.00 1 | 0.00 1 | 0.46 526 | 0.03 264 | 0.39 375 | 0.43 412 |
|
| G2L-ROB |  | 9.43 447 | 1.49 287 | 8.01 323 | 5.66 363 | 4.08 442 | 11.74 407 | 7.70 509 | 29.33 520 | 18.14 395 | 19.72 492 | 21.64 404 | 22.32 504 | 11.02 429 | 16.47 507 | 10.74 494 | 0.02 223 | 0.01 42 | 0.00 1 | 0.00 1 | 0.19 235 | 0.33 377 |
|
| ICVP |  | 10.07 475 | 1.73 373 | 6.11 229 | 9.08 534 | 3.31 398 | 12.25 422 | 6.56 475 | 26.30 480 | 22.52 446 | 16.49 418 | 31.80 536 | 26.94 553 | 12.42 464 | 11.35 317 | 10.92 495 | 1.17 585 | 0.57 579 | 0.17 453 | 0.10 382 | 0.58 453 | 1.07 522 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| BEATNet_4x |  | 9.37 444 | 4.85 556 | 12.05 485 | 5.48 353 | 1.35 235 | 13.15 439 | 6.15 455 | 25.06 461 | 16.74 372 | 16.18 407 | 24.65 436 | 17.29 443 | 12.51 468 | 16.91 515 | 10.92 495 | 0.38 470 | 0.18 443 | 0.81 565 | 0.05 317 | 1.95 560 | 0.65 466 |
|
| CFNet-ft |   | 9.87 466 | 2.18 467 | 5.49 186 | 7.45 489 | 5.25 517 | 15.76 495 | 5.98 444 | 21.89 428 | 21.87 438 | 14.96 372 | 30.02 504 | 25.68 542 | 13.68 488 | 12.46 387 | 10.94 497 | 0.08 344 | 0.06 238 | 1.83 603 | 0.22 451 | 1.09 519 | 0.43 412 |
|
| CFNet_RVC |  | 9.87 466 | 2.18 467 | 5.49 186 | 7.45 489 | 5.25 517 | 15.76 495 | 5.98 444 | 21.89 428 | 21.87 438 | 14.96 372 | 30.02 504 | 25.68 542 | 13.68 488 | 12.46 387 | 10.94 497 | 0.08 344 | 0.06 238 | 1.83 603 | 0.22 451 | 1.09 519 | 0.43 412 |
|
| HBP-ISP |  | 12.52 534 | 7.82 601 | 8.47 350 | 7.57 496 | 4.27 453 | 12.56 426 | 6.42 467 | 28.68 507 | 29.56 516 | 21.11 521 | 35.69 578 | 15.85 412 | 18.42 570 | 20.44 568 | 11.00 499 | 3.03 622 | 2.63 642 | 7.09 653 | 3.97 641 | 3.58 600 | 2.27 577 |
|
| cf-r |  | 10.06 473 | 1.60 333 | 7.99 321 | 5.82 377 | 5.70 547 | 12.92 435 | 4.78 406 | 24.18 455 | 27.47 504 | 16.91 430 | 31.02 522 | 25.12 537 | 14.05 499 | 11.63 336 | 11.01 500 | 0.03 261 | 0.03 139 | 0.05 327 | 0.03 264 | 0.43 389 | 0.39 398 |
|
| CVANet_RVC |  | 13.24 550 | 3.39 523 | 8.43 345 | 8.42 521 | 5.04 502 | 18.52 545 | 11.72 580 | 32.03 559 | 33.85 561 | 23.17 547 | 32.77 550 | 29.78 568 | 16.51 544 | 23.20 587 | 11.28 501 | 0.94 568 | 0.04 161 | 1.19 589 | 0.47 554 | 3.13 589 | 1.01 516 |
|
| DMCA |  | 8.51 414 | 1.90 414 | 9.96 435 | 5.16 321 | 4.14 447 | 10.29 373 | 4.46 396 | 25.52 466 | 19.55 406 | 16.33 413 | 20.69 383 | 17.59 446 | 11.26 435 | 10.42 263 | 11.36 502 | 0.50 505 | 0.08 305 | 0.35 514 | 0.05 317 | 0.36 358 | 0.31 371 |
|
| fast-iter |  | 8.30 407 | 2.00 434 | 6.75 255 | 4.58 272 | 5.15 513 | 4.16 105 | 0.50 70 | 17.99 366 | 9.24 260 | 25.03 565 | 28.22 478 | 20.23 483 | 12.47 466 | 17.93 526 | 11.49 503 | 0.00 1 | 0.10 345 | 0.00 1 | 0.05 317 | 0.08 132 | 0.05 109 |
|
| CoSv |  | 8.30 407 | 2.00 434 | 6.75 255 | 4.58 272 | 5.15 513 | 4.16 105 | 0.50 70 | 17.99 366 | 9.24 260 | 25.03 565 | 28.22 478 | 20.23 483 | 12.47 466 | 17.93 526 | 11.49 503 | 0.00 1 | 0.10 345 | 0.00 1 | 0.05 317 | 0.08 132 | 0.05 109 |
|
| AACVNet |  | 10.58 489 | 2.86 504 | 9.78 429 | 8.95 531 | 3.30 397 | 10.80 389 | 4.78 406 | 22.37 434 | 12.55 305 | 27.50 592 | 29.84 501 | 30.06 573 | 15.99 538 | 19.10 541 | 11.60 505 | 0.40 482 | 0.18 443 | 0.22 478 | 0.03 264 | 0.62 461 | 0.73 479 |
|
| rvit_105_1 |  | 13.56 556 | 5.57 571 | 19.88 586 | 13.22 617 | 4.58 481 | 15.04 480 | 28.61 676 | 26.56 483 | 42.75 618 | 18.83 477 | 24.53 434 | 20.93 488 | 13.85 494 | 18.02 528 | 11.90 506 | 1.74 596 | 0.60 581 | 0.25 486 | 2.10 625 | 0.61 458 | 1.64 552 |
|
| DSFCA |  | 11.85 519 | 2.01 442 | 12.93 495 | 5.40 350 | 6.87 585 | 15.36 485 | 10.45 559 | 30.68 540 | 31.84 540 | 25.99 577 | 23.52 424 | 22.03 498 | 14.05 499 | 20.28 565 | 12.46 507 | 0.57 515 | 0.41 539 | 0.28 500 | 0.38 531 | 1.02 515 | 0.47 423 |
|
| DFGA-Net |  | 9.06 430 | 3.56 528 | 17.96 570 | 5.71 370 | 3.89 427 | 10.76 386 | 3.08 340 | 25.17 463 | 29.50 515 | 16.21 408 | 18.47 349 | 9.49 299 | 6.31 313 | 15.80 484 | 12.54 508 | 0.05 308 | 0.00 1 | 0.06 350 | 0.09 369 | 1.76 554 | 0.83 491 |
|
| tta |  | 10.45 485 | 1.37 245 | 13.37 502 | 4.41 257 | 1.30 218 | 14.39 465 | 3.29 346 | 30.25 532 | 29.81 521 | 19.55 486 | 29.37 489 | 18.06 456 | 14.40 509 | 15.42 474 | 12.69 509 | 0.38 470 | 0.21 464 | 0.28 500 | 0.03 264 | 0.29 307 | 0.18 277 |
|
| SMFormer |  | 10.46 487 | 1.37 245 | 13.37 502 | 4.41 257 | 1.30 218 | 14.40 468 | 3.29 346 | 30.25 532 | 29.81 521 | 19.55 486 | 29.37 489 | 18.06 456 | 14.40 509 | 15.42 474 | 12.70 510 | 0.38 470 | 0.21 464 | 0.28 500 | 0.03 264 | 0.33 346 | 0.31 371 |
|
| iRaft-Stereo_5w |  | 8.70 420 | 1.81 406 | 9.33 403 | 5.83 379 | 3.78 422 | 4.87 172 | 11.12 569 | 15.86 327 | 14.80 340 | 15.23 386 | 26.36 457 | 21.49 494 | 12.91 477 | 15.94 493 | 12.73 511 | 0.58 516 | 0.05 199 | 0.08 372 | 0.09 369 | 0.85 502 | 0.33 377 |
|
| G2L-Stereo_test |  | 10.39 483 | 1.61 338 | 7.86 311 | 4.75 282 | 4.34 463 | 11.83 409 | 11.94 583 | 32.49 568 | 22.58 447 | 23.08 546 | 24.40 432 | 21.48 493 | 11.95 455 | 15.64 479 | 13.00 512 | 0.04 282 | 0.06 238 | 0.01 244 | 0.02 239 | 0.32 338 | 0.37 392 |
|
| Selective-IGEV-i16pb |  | 12.56 535 | 1.79 404 | 18.70 575 | 6.40 429 | 2.14 320 | 35.66 647 | 11.00 566 | 31.78 555 | 35.44 577 | 14.65 365 | 26.95 464 | 19.68 481 | 11.09 431 | 15.94 493 | 13.10 513 | 2.24 606 | 1.00 609 | 0.49 529 | 0.95 592 | 1.14 525 | 1.06 520 |
|
| TDLM |  | 12.98 545 | 3.78 535 | 9.77 428 | 10.75 586 | 4.94 493 | 16.10 506 | 14.08 601 | 35.05 600 | 31.87 541 | 22.36 535 | 26.51 461 | 26.09 546 | 14.97 524 | 24.73 598 | 13.11 514 | 1.05 578 | 0.05 199 | 1.21 590 | 0.27 489 | 1.83 556 | 1.00 515 |
|
| DDVS |  | 10.70 492 | 3.00 512 | 11.95 481 | 6.84 462 | 3.80 425 | 15.73 494 | 2.83 330 | 23.57 447 | 17.37 382 | 20.98 515 | 29.89 502 | 31.40 583 | 8.70 377 | 19.22 544 | 13.19 515 | 0.74 544 | 1.53 624 | 0.07 361 | 0.21 448 | 0.84 501 | 2.11 569 |
|
| ACV-stereo |  | 11.65 512 | 5.15 563 | 28.84 612 | 6.80 459 | 3.33 399 | 20.38 556 | 6.59 477 | 21.03 415 | 20.57 417 | 17.67 447 | 20.95 391 | 26.81 550 | 16.69 545 | 20.19 560 | 13.26 516 | 0.72 538 | 1.11 612 | 0.15 444 | 0.09 369 | 0.65 470 | 2.13 570 |
|
| ToySt |  | 10.51 488 | 2.00 434 | 15.67 541 | 5.33 343 | 0.95 174 | 14.97 477 | 9.51 535 | 24.02 451 | 27.37 502 | 14.61 364 | 24.67 437 | 24.56 527 | 14.70 518 | 16.86 514 | 13.35 517 | 0.06 329 | 0.23 482 | 0.03 294 | 0.09 369 | 0.62 461 | 0.67 468 |
|
| SGM-Forest |  | 12.92 542 | 1.87 411 | 6.61 247 | 5.68 364 | 2.05 315 | 23.19 579 | 11.30 572 | 34.24 591 | 30.77 532 | 26.54 583 | 31.99 539 | 29.98 570 | 15.74 535 | 21.17 575 | 13.36 518 | 1.05 578 | 0.33 528 | 0.84 567 | 0.01 197 | 0.71 480 | 0.97 509 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| SDNR |  | 16.15 574 | 5.23 566 | 28.92 614 | 5.73 372 | 6.05 563 | 56.85 685 | 3.26 343 | 23.18 444 | 29.73 520 | 20.62 509 | 36.48 583 | 13.59 380 | 16.97 551 | 18.43 531 | 13.44 519 | 10.56 663 | 13.84 681 | 3.10 627 | 0.44 549 | 7.80 634 | 8.81 655 |
|
| FADNet_RVC |  | 11.94 520 | 5.17 564 | 39.74 641 | 6.44 432 | 3.46 407 | 11.42 403 | 4.17 386 | 29.16 517 | 26.89 499 | 17.97 453 | 25.96 448 | 13.41 376 | 15.67 534 | 15.84 487 | 13.54 520 | 0.90 567 | 0.75 594 | 0.55 536 | 1.20 605 | 3.65 602 | 2.85 586 |
|
| MultiAttention |  | 21.34 626 | 1.48 281 | 14.65 530 | 12.08 609 | 4.10 445 | 63.05 694 | 95.71 723 | 42.52 654 | 41.89 613 | 15.33 388 | 30.20 508 | 28.14 556 | 7.73 355 | 44.07 673 | 13.67 521 | 0.84 561 | 0.27 508 | 1.06 579 | 1.58 615 | 4.47 610 | 3.88 604 |
|
| GwcNet-RSSM |  | 10.65 490 | 1.94 425 | 8.57 356 | 6.89 464 | 5.26 520 | 12.26 423 | 5.21 416 | 25.80 473 | 31.50 538 | 16.67 424 | 33.52 564 | 23.70 520 | 13.88 496 | 12.84 405 | 13.67 521 | 0.05 308 | 0.10 345 | 0.14 437 | 0.02 239 | 0.65 470 | 0.39 398 |
|
| ISRNet |  | 12.26 526 | 2.02 444 | 17.38 557 | 12.71 613 | 6.24 569 | 7.39 329 | 1.62 191 | 29.23 519 | 31.94 546 | 22.65 539 | 35.28 576 | 24.62 528 | 15.27 529 | 15.28 469 | 13.76 523 | 0.78 548 | 1.00 609 | 2.30 614 | 0.52 560 | 0.92 512 | 4.29 611 |
|
| UNet |  | 12.64 537 | 2.02 444 | 13.36 501 | 6.85 463 | 7.76 606 | 25.31 598 | 4.74 405 | 34.10 587 | 28.19 510 | 20.03 498 | 31.07 523 | 27.02 555 | 17.36 556 | 20.18 559 | 13.87 524 | 0.06 329 | 0.05 199 | 0.27 492 | 0.01 197 | 0.23 262 | 0.39 398 |
|
| PSMNet-ADL |  | 9.88 468 | 2.01 442 | 6.80 261 | 9.18 538 | 4.26 452 | 15.11 481 | 3.50 356 | 27.12 490 | 24.42 476 | 14.72 366 | 18.96 355 | 25.32 540 | 13.43 483 | 15.76 483 | 14.04 525 | 0.79 552 | 0.78 596 | 0.00 1 | 0.02 239 | 0.26 285 | 1.18 531 |
|
| ITSA-stereo |  | 11.44 508 | 2.03 447 | 10.92 465 | 5.90 388 | 1.78 284 | 12.05 418 | 4.17 386 | 36.77 617 | 49.15 644 | 18.17 459 | 18.53 350 | 21.79 496 | 12.59 470 | 15.74 482 | 14.05 526 | 0.45 493 | 0.39 535 | 0.28 500 | 0.29 496 | 0.98 513 | 2.81 585 |
|
| CBMV |   | 13.69 557 | 3.63 529 | 8.02 324 | 5.93 391 | 2.69 361 | 22.57 574 | 12.44 587 | 29.81 528 | 31.57 539 | 31.20 616 | 33.79 567 | 31.04 578 | 17.41 557 | 25.28 601 | 14.11 527 | 0.71 536 | 0.60 581 | 0.60 542 | 0.11 392 | 1.11 522 | 1.13 526 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| FADNet-RVC |  | 13.27 551 | 11.57 631 | 39.71 640 | 7.94 507 | 4.50 476 | 15.41 488 | 6.95 491 | 27.96 498 | 22.98 452 | 20.37 505 | 30.73 515 | 26.86 551 | 11.31 439 | 20.50 570 | 14.28 528 | 0.14 372 | 0.14 412 | 0.13 432 | 0.18 425 | 2.83 580 | 0.86 497 |
|
| CSP-Net |  | 12.85 541 | 2.95 509 | 9.64 419 | 5.94 392 | 3.96 432 | 25.85 599 | 9.93 541 | 28.81 512 | 26.00 490 | 29.31 606 | 32.44 547 | 30.00 571 | 15.16 527 | 20.25 562 | 14.30 529 | 0.55 514 | 0.19 450 | 0.03 294 | 0.00 1 | 0.65 470 | 0.98 512 |
|
| Anonymous_2 |  | 14.95 563 | 6.75 591 | 17.63 563 | 5.45 352 | 7.10 591 | 26.19 602 | 11.58 577 | 18.06 368 | 17.30 380 | 17.61 446 | 15.47 307 | 23.33 514 | 20.95 588 | 20.55 571 | 14.63 530 | 11.05 668 | 12.86 679 | 11.27 663 | 25.12 684 | 11.32 656 | 4.82 619 |
|
| CBFPSM |  | 12.42 530 | 2.59 494 | 28.96 615 | 4.74 279 | 3.20 393 | 22.33 571 | 16.31 626 | 21.13 417 | 21.03 424 | 21.04 519 | 27.81 472 | 30.24 574 | 15.99 538 | 14.59 463 | 14.80 531 | 0.04 282 | 0.49 564 | 0.10 403 | 0.16 418 | 0.51 427 | 2.34 579 |
|
| DMCA-RVC |   | 11.41 507 | 3.32 521 | 11.68 476 | 10.12 568 | 4.81 487 | 11.92 412 | 4.11 381 | 24.67 459 | 23.66 461 | 20.06 499 | 28.51 483 | 26.71 548 | 24.96 610 | 15.95 496 | 14.82 532 | 0.41 484 | 0.34 531 | 0.56 538 | 0.16 418 | 0.72 484 | 0.69 471 |
|
| STTStereo |  | 12.97 543 | 4.88 560 | 26.57 608 | 7.54 494 | 5.41 530 | 13.43 443 | 6.49 471 | 30.53 539 | 26.35 495 | 25.14 568 | 31.43 530 | 32.00 588 | 14.12 501 | 16.01 498 | 14.83 533 | 0.29 449 | 0.31 520 | 0.67 549 | 1.08 599 | 1.21 528 | 1.11 523 |
|
| GEStereo_RVC |  | 12.81 540 | 2.49 486 | 13.64 510 | 9.68 554 | 4.97 495 | 18.16 539 | 11.30 572 | 31.26 548 | 47.47 637 | 19.84 493 | 26.97 465 | 19.03 469 | 13.19 480 | 20.14 558 | 14.86 534 | 0.83 560 | 0.51 570 | 0.10 403 | 0.13 400 | 0.54 437 | 0.99 513 |
|
| G2L-Stereo |  | 10.09 476 | 1.97 429 | 9.53 410 | 7.09 471 | 4.21 449 | 9.10 359 | 8.53 521 | 29.05 514 | 22.51 445 | 19.28 483 | 25.57 447 | 22.70 507 | 10.67 418 | 15.44 478 | 14.88 535 | 0.25 436 | 0.04 161 | 0.08 372 | 0.01 197 | 0.36 358 | 0.42 408 |
|
| PSMNet-RUCA |  | 24.03 646 | 26.83 671 | 40.96 644 | 35.46 679 | 34.27 684 | 16.24 515 | 9.79 540 | 39.82 640 | 31.45 537 | 31.49 617 | 41.54 621 | 36.82 622 | 26.02 612 | 27.92 614 | 15.09 536 | 11.51 670 | 2.06 632 | 20.58 673 | 8.10 665 | 15.83 669 | 8.74 654 |
|
| MaskLacGwcNet_RVC |  | 16.87 582 | 16.27 648 | 17.93 569 | 11.24 597 | 6.69 579 | 28.95 620 | 10.44 558 | 41.23 649 | 21.49 431 | 29.68 608 | 34.27 571 | 32.48 592 | 11.00 428 | 20.05 555 | 15.09 536 | 8.22 655 | 2.59 641 | 12.23 664 | 0.75 579 | 10.40 649 | 6.34 632 |
|
| NVstereo2D |  | 15.15 566 | 2.97 510 | 16.28 550 | 9.23 540 | 7.56 601 | 30.03 623 | 9.53 536 | 42.80 657 | 42.72 617 | 15.11 378 | 27.03 467 | 23.16 511 | 16.93 549 | 24.28 594 | 15.45 538 | 3.07 624 | 0.43 548 | 1.44 598 | 0.61 568 | 6.74 628 | 7.60 648 |
|
| AAGNet |  | 7.94 395 | 1.48 281 | 9.34 404 | 7.13 476 | 0.70 122 | 5.85 260 | 5.16 415 | 15.40 312 | 14.01 327 | 20.13 501 | 24.03 431 | 15.28 406 | 11.52 443 | 12.05 358 | 15.47 539 | 0.63 530 | 0.06 238 | 0.32 510 | 0.01 197 | 0.12 184 | 0.09 162 |
|
| NLCA_NET_v2_RVC |  | 12.05 523 | 3.43 524 | 16.25 549 | 7.62 497 | 5.58 538 | 14.57 472 | 6.00 446 | 32.98 575 | 27.41 503 | 21.69 529 | 31.40 529 | 25.21 538 | 13.47 484 | 14.96 466 | 15.60 540 | 0.84 561 | 0.33 528 | 0.35 514 | 0.35 521 | 1.29 534 | 1.78 557 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhidong Zhu, Bo Li, and Renjie He.: NLCA-Net: A non-local context attention network for stereo matching. |
| LMCR-Stereo |   | 10.75 496 | 4.13 545 | 10.67 456 | 13.11 616 | 3.99 437 | 16.68 524 | 5.91 439 | 25.30 464 | 22.69 448 | 22.04 533 | 21.80 405 | 14.67 394 | 14.24 505 | 20.55 571 | 15.86 541 | 1.90 601 | 0.04 161 | 0.00 1 | 0.02 239 | 1.29 534 | 0.18 277 |
|
| psm_up |  | 13.18 547 | 1.91 417 | 8.81 366 | 9.59 552 | 5.84 556 | 15.17 484 | 11.37 574 | 38.74 634 | 30.81 533 | 20.66 511 | 30.32 509 | 30.00 571 | 23.12 595 | 19.19 542 | 16.02 542 | 0.58 516 | 0.10 345 | 0.17 453 | 0.01 197 | 0.65 470 | 0.55 442 |
|
| NaN_ROB |  | 16.51 578 | 6.51 585 | 16.22 548 | 10.53 580 | 4.64 484 | 31.76 633 | 17.78 638 | 37.00 621 | 43.37 622 | 29.68 608 | 31.29 526 | 32.67 597 | 20.32 583 | 28.00 617 | 16.06 543 | 0.38 470 | 0.41 539 | 0.32 510 | 0.41 538 | 0.87 505 | 1.94 563 |
|
| MDST_ROB |  | 17.92 597 | 1.60 333 | 13.68 512 | 13.88 625 | 6.44 573 | 43.05 667 | 14.86 609 | 42.74 656 | 41.66 610 | 43.25 662 | 42.85 629 | 28.43 558 | 17.28 555 | 29.35 622 | 16.06 543 | 0.88 566 | 0.11 366 | 0.63 544 | 0.47 554 | 0.50 423 | 0.64 464 |
|
| RASNet |  | 11.59 511 | 1.71 370 | 10.36 450 | 6.30 422 | 5.66 543 | 15.48 491 | 6.12 454 | 34.50 595 | 20.86 421 | 16.61 422 | 32.51 548 | 22.04 499 | 23.00 594 | 19.44 545 | 16.15 545 | 0.71 536 | 0.03 139 | 0.05 327 | 0.01 197 | 0.15 206 | 0.13 218 |
|
| UPFNet |  | 11.72 514 | 1.52 299 | 10.33 449 | 7.38 484 | 7.14 592 | 20.05 554 | 9.62 537 | 28.90 513 | 25.94 488 | 20.02 497 | 29.73 500 | 20.91 487 | 16.34 541 | 18.61 534 | 16.17 546 | 0.26 441 | 0.17 435 | 0.25 486 | 0.03 264 | 0.55 441 | 0.56 447 |
|
| FINET |  | 15.49 570 | 6.08 576 | 24.99 603 | 8.12 512 | 7.69 604 | 21.80 568 | 22.35 656 | 33.76 584 | 48.27 639 | 25.99 577 | 32.27 545 | 19.48 477 | 16.83 548 | 19.07 539 | 16.38 547 | 1.37 590 | 0.70 589 | 0.95 575 | 0.27 489 | 2.61 575 | 0.90 502 |
|
| AANet_RVC |  | 13.16 546 | 5.34 568 | 10.83 462 | 8.20 516 | 4.44 470 | 14.13 459 | 9.46 534 | 28.78 511 | 37.67 592 | 23.44 550 | 37.47 592 | 23.48 516 | 15.83 537 | 22.39 582 | 16.63 548 | 1.67 595 | 0.86 600 | 0.24 485 | 0.02 239 | 0.63 464 | 1.60 550 |
|
| DLCB_ROB |  | 13.35 552 | 3.00 512 | 9.12 391 | 9.43 543 | 5.68 544 | 21.80 568 | 10.12 551 | 29.19 518 | 29.92 526 | 27.71 593 | 31.45 535 | 32.37 591 | 19.50 578 | 19.02 538 | 16.73 549 | 0.22 414 | 0.04 161 | 0.38 520 | 0.06 337 | 0.49 418 | 0.85 496 |
|
| GASNet |  | 17.30 588 | 19.38 657 | 30.46 623 | 20.66 654 | 9.36 630 | 16.06 504 | 9.06 526 | 43.89 664 | 40.04 604 | 25.35 572 | 23.73 425 | 32.90 598 | 15.37 532 | 28.91 620 | 17.05 550 | 3.04 623 | 0.27 508 | 1.88 605 | 0.45 552 | 6.73 627 | 1.37 538 |
|
| DDUNet |  | 22.66 635 | 19.69 659 | 14.64 529 | 24.11 666 | 22.38 675 | 24.84 589 | 17.71 637 | 30.36 537 | 30.32 528 | 29.02 601 | 37.31 591 | 37.63 626 | 24.66 606 | 24.67 596 | 17.08 551 | 18.42 676 | 7.92 676 | 26.43 680 | 11.81 675 | 17.23 673 | 16.95 678 |
|
| ACVNet |  | 10.36 482 | 1.68 365 | 5.49 186 | 6.01 400 | 2.75 367 | 12.78 432 | 3.56 363 | 21.89 428 | 34.81 571 | 14.96 372 | 30.78 516 | 24.72 533 | 13.88 496 | 15.81 485 | 17.20 552 | 0.13 370 | 0.01 42 | 0.06 350 | 0.06 337 | 0.51 427 | 0.15 249 |
|
| hitnet-ft |   | 12.04 522 | 2.11 457 | 6.14 230 | 7.27 479 | 3.90 429 | 25.98 601 | 3.56 363 | 22.56 435 | 23.74 463 | 20.55 506 | 33.81 568 | 31.59 584 | 18.67 574 | 19.47 546 | 17.20 552 | 0.42 488 | 1.36 618 | 0.35 514 | 0.07 348 | 1.11 522 | 0.86 497 |
|
| ac_64 |  | 11.10 503 | 1.49 287 | 9.88 431 | 8.24 517 | 5.45 534 | 19.12 547 | 6.46 469 | 24.10 453 | 14.34 334 | 22.80 542 | 23.87 429 | 33.28 600 | 15.54 533 | 18.87 536 | 17.26 554 | 0.28 447 | 0.12 379 | 0.02 274 | 0.02 239 | 0.26 285 | 0.63 458 |
|
| PS-NSSS |  | 13.70 558 | 7.41 598 | 14.68 531 | 6.70 452 | 5.63 541 | 18.43 543 | 12.59 588 | 38.89 636 | 25.56 483 | 20.27 503 | 35.71 579 | 21.11 492 | 16.35 542 | 17.16 518 | 17.56 555 | 2.28 607 | 0.53 574 | 5.37 636 | 0.36 524 | 4.28 609 | 3.09 592 |
|
| Syn2CoEx |  | 17.03 585 | 10.40 619 | 25.65 606 | 20.35 652 | 8.02 613 | 26.28 603 | 11.27 571 | 37.16 623 | 32.69 556 | 28.89 600 | 40.17 610 | 29.27 564 | 26.63 614 | 19.19 542 | 17.63 556 | 0.98 572 | 0.54 575 | 1.23 594 | 0.23 460 | 1.82 555 | 2.24 576 |
|
| delet |  | 12.65 538 | 1.85 410 | 11.36 470 | 7.71 501 | 6.22 566 | 22.52 573 | 10.22 556 | 28.14 503 | 37.67 592 | 19.66 490 | 29.24 488 | 21.00 489 | 15.99 538 | 21.97 578 | 17.77 557 | 0.03 261 | 0.07 267 | 0.19 466 | 0.04 289 | 0.60 456 | 0.75 482 |
|
| AASNet |  | 12.49 533 | 2.46 483 | 10.49 452 | 9.82 558 | 6.86 584 | 17.33 529 | 6.73 481 | 41.09 647 | 37.86 594 | 22.53 538 | 29.11 486 | 16.68 426 | 13.48 486 | 14.54 462 | 17.87 558 | 0.20 403 | 0.02 100 | 0.78 556 | 0.05 317 | 1.18 526 | 0.76 483 |
|
| MMNet |  | 12.97 543 | 2.08 453 | 12.74 492 | 6.98 466 | 6.27 571 | 26.39 606 | 4.73 404 | 23.10 443 | 41.79 612 | 25.48 573 | 32.29 546 | 21.09 491 | 17.79 561 | 19.52 547 | 17.90 559 | 0.19 395 | 0.07 267 | 0.10 403 | 0.00 1 | 0.37 365 | 0.59 453 |
|
| SQANet |  | 21.24 623 | 24.08 668 | 19.60 582 | 26.40 670 | 18.74 669 | 30.87 631 | 9.24 530 | 32.70 571 | 29.58 518 | 25.25 569 | 33.37 561 | 33.47 602 | 19.19 576 | 28.11 618 | 18.32 560 | 10.87 664 | 2.92 649 | 26.49 681 | 5.65 652 | 18.43 676 | 11.48 666 |
|
| CRFU-Net |  | 12.56 535 | 2.89 505 | 11.77 477 | 8.18 514 | 5.80 552 | 24.84 589 | 10.46 563 | 24.56 457 | 13.12 313 | 30.06 610 | 29.37 489 | 29.09 560 | 19.64 579 | 19.96 553 | 18.53 561 | 0.82 558 | 0.48 561 | 0.27 492 | 0.15 415 | 0.53 434 | 0.68 469 |
|
| ADLNet |  | 12.34 529 | 2.22 469 | 10.14 445 | 8.38 520 | 6.78 582 | 17.56 533 | 9.05 525 | 33.21 579 | 26.28 493 | 27.06 588 | 26.01 450 | 26.80 549 | 13.76 491 | 16.99 516 | 18.74 562 | 0.24 430 | 0.39 535 | 0.23 482 | 0.10 382 | 0.64 468 | 2.16 575 |
|
| acv_ft |  | 12.16 524 | 1.68 365 | 11.97 482 | 7.70 499 | 6.20 564 | 19.61 551 | 5.52 429 | 25.78 471 | 34.81 571 | 25.62 575 | 30.78 516 | 24.72 533 | 13.20 481 | 15.81 485 | 18.80 563 | 0.13 370 | 0.01 42 | 0.06 350 | 0.06 337 | 0.63 464 | 0.15 249 |
|
| HGLStereo |  | 12.72 539 | 2.66 496 | 12.34 486 | 9.93 562 | 7.55 600 | 16.16 510 | 7.45 505 | 31.48 552 | 27.01 500 | 20.01 496 | 35.31 577 | 26.98 554 | 18.90 575 | 17.87 524 | 18.90 564 | 0.33 457 | 0.16 430 | 0.07 361 | 0.05 317 | 0.48 409 | 0.70 475 |
|
| pmcnn |  | 14.59 562 | 3.68 532 | 19.78 585 | 6.83 461 | 4.51 477 | 21.27 564 | 14.67 607 | 27.37 493 | 30.54 529 | 27.09 590 | 40.19 611 | 38.71 629 | 18.53 572 | 17.70 522 | 19.27 565 | 0.84 561 | 0.09 324 | 0.00 1 | 0.00 1 | 0.48 409 | 0.31 371 |
|
| ADLNet2 |  | 12.44 531 | 2.17 464 | 12.84 494 | 9.17 537 | 5.82 553 | 20.00 553 | 10.13 552 | 32.53 570 | 36.22 584 | 18.62 473 | 19.39 360 | 21.96 497 | 17.07 552 | 21.43 576 | 19.42 566 | 0.24 430 | 0.15 419 | 0.06 350 | 0.08 355 | 0.86 503 | 0.57 448 |
|
| coex_refinement |  | 11.56 510 | 1.53 301 | 7.45 293 | 8.18 514 | 5.09 505 | 17.10 527 | 7.07 492 | 31.05 545 | 32.20 550 | 18.57 472 | 30.81 518 | 25.84 544 | 12.31 462 | 13.41 430 | 19.47 567 | 0.23 424 | 0.04 161 | 0.02 274 | 0.10 382 | 0.44 392 | 0.37 392 |
|
| fast-acv-ft |  | 14.25 560 | 4.00 542 | 16.20 547 | 7.51 492 | 5.14 512 | 26.38 605 | 9.77 539 | 24.62 458 | 34.84 573 | 25.30 571 | 37.27 590 | 32.09 589 | 20.38 584 | 18.32 530 | 19.50 568 | 0.36 466 | 0.32 523 | 0.63 544 | 0.47 554 | 1.18 526 | 0.76 483 |
|
| iinet-f |  | 13.51 555 | 4.29 546 | 45.90 654 | 6.01 400 | 3.96 432 | 21.00 560 | 13.40 596 | 27.40 495 | 21.12 426 | 21.11 521 | 30.72 514 | 21.49 494 | 16.96 550 | 15.33 470 | 19.50 568 | 0.12 365 | 0.42 543 | 0.09 384 | 0.05 317 | 0.89 507 | 0.39 398 |
|
| ssnet_v2 |  | 13.23 548 | 2.43 480 | 11.25 467 | 7.34 481 | 2.92 379 | 23.05 578 | 12.95 590 | 35.93 610 | 32.92 558 | 21.23 524 | 25.38 443 | 28.81 559 | 15.22 528 | 22.57 583 | 19.81 570 | 0.18 391 | 0.08 305 | 0.19 466 | 0.05 317 | 1.24 531 | 1.06 520 |
|
| UDG |  | 21.45 628 | 14.84 642 | 14.44 528 | 21.30 660 | 20.08 671 | 32.05 636 | 13.76 598 | 35.98 612 | 35.52 578 | 25.93 576 | 30.69 513 | 37.26 624 | 30.66 638 | 21.97 578 | 19.89 571 | 10.88 666 | 5.55 668 | 22.78 676 | 7.65 660 | 14.83 667 | 13.05 670 |
|
| test_sample9 |  | 15.04 565 | 4.86 557 | 17.49 558 | 5.97 394 | 2.94 380 | 17.57 534 | 8.30 514 | 28.75 508 | 23.91 466 | 24.38 559 | 21.03 392 | 24.64 529 | 17.82 563 | 20.07 556 | 20.17 572 | 6.44 648 | 36.07 694 | 6.62 644 | 7.44 657 | 3.20 593 | 3.11 593 |
|
| test_sample8 |  | 17.19 586 | 4.86 557 | 17.49 558 | 5.97 394 | 2.94 380 | 17.57 534 | 8.30 514 | 31.87 556 | 18.55 399 | 33.54 631 | 26.00 449 | 40.64 641 | 32.90 646 | 20.07 556 | 20.17 572 | 6.44 648 | 36.07 694 | 6.62 644 | 7.44 657 | 3.20 593 | 3.11 593 |
|
| GANet |  | 16.92 584 | 4.32 548 | 12.46 488 | 10.84 588 | 4.24 450 | 23.04 577 | 15.36 619 | 39.91 641 | 34.47 569 | 32.42 625 | 45.10 641 | 40.04 638 | 27.54 619 | 23.61 591 | 20.20 574 | 1.02 577 | 0.08 305 | 0.67 549 | 0.22 451 | 1.87 558 | 0.97 509 |
|
| Wz-Net-LNSev-Ref |  | 15.26 568 | 3.68 532 | 27.36 610 | 7.11 474 | 5.83 555 | 24.88 591 | 12.12 585 | 30.19 531 | 36.12 583 | 27.08 589 | 45.98 642 | 29.10 561 | 13.65 487 | 20.45 569 | 20.26 575 | 0.67 533 | 0.00 1 | 0.10 403 | 0.00 1 | 0.32 338 | 0.26 344 |
|
| PWCDC_ROB |   | 17.80 596 | 9.62 611 | 18.38 573 | 17.95 646 | 7.74 605 | 24.61 588 | 5.56 432 | 34.41 594 | 52.79 656 | 29.66 607 | 50.20 657 | 20.63 485 | 19.69 580 | 29.85 625 | 20.87 576 | 6.18 645 | 0.26 504 | 0.10 403 | 0.05 317 | 5.36 621 | 2.00 565 |
|
| RGC |  | 19.90 614 | 13.26 636 | 20.24 589 | 18.19 647 | 14.06 658 | 21.21 562 | 14.33 603 | 34.97 599 | 43.60 625 | 27.73 594 | 41.49 620 | 39.76 635 | 27.98 623 | 34.52 638 | 21.37 577 | 3.66 629 | 0.54 575 | 8.67 656 | 4.16 643 | 4.19 607 | 4.02 607 |
|
| FAT-Stereo |  | 16.81 579 | 2.97 510 | 17.56 562 | 9.80 557 | 6.21 565 | 16.12 509 | 13.23 594 | 38.18 631 | 39.67 601 | 27.00 587 | 39.73 609 | 37.55 625 | 31.30 641 | 20.39 566 | 21.52 578 | 3.44 626 | 2.05 631 | 0.81 565 | 1.10 600 | 1.89 559 | 5.72 625 |
|
| YMNet |  | 15.91 572 | 5.68 573 | 21.74 595 | 10.94 589 | 8.77 622 | 25.22 596 | 9.21 528 | 32.22 565 | 31.35 535 | 33.81 634 | 38.84 602 | 34.00 605 | 17.83 566 | 19.95 551 | 21.57 579 | 0.87 564 | 1.30 614 | 1.22 592 | 0.91 588 | 1.64 548 | 1.18 531 |
|
| YMNet_1 |  | 15.91 572 | 5.68 573 | 21.74 595 | 10.94 589 | 8.77 622 | 25.22 596 | 9.21 528 | 32.22 565 | 31.35 535 | 33.81 634 | 38.84 602 | 34.00 605 | 17.83 566 | 19.95 551 | 21.57 579 | 0.87 564 | 1.30 614 | 1.22 592 | 0.91 588 | 1.64 548 | 1.18 531 |
|
| StereoDRNet-Refined |  | 13.36 553 | 2.80 499 | 10.82 461 | 7.94 507 | 3.10 389 | 18.95 546 | 4.45 395 | 28.47 506 | 29.65 519 | 29.11 602 | 41.47 619 | 24.44 526 | 17.64 559 | 23.34 588 | 21.66 581 | 0.16 384 | 0.07 267 | 0.53 534 | 0.32 511 | 0.77 495 | 1.64 552 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| DeepPrunerF |  | 19.92 615 | 11.02 628 | 44.29 650 | 20.74 655 | 17.75 667 | 19.19 548 | 22.57 657 | 36.86 620 | 49.93 647 | 25.48 573 | 36.62 584 | 24.69 532 | 23.97 600 | 23.44 589 | 21.79 582 | 2.68 618 | 1.63 626 | 5.70 638 | 3.95 640 | 3.38 598 | 2.67 583 |
|
| FBW_ROB |  | 21.00 620 | 10.23 617 | 22.72 597 | 13.71 620 | 6.77 581 | 30.49 630 | 16.46 628 | 44.58 665 | 43.57 624 | 44.25 665 | 39.59 607 | 43.27 651 | 26.12 613 | 33.96 636 | 21.80 583 | 2.58 617 | 1.84 629 | 7.14 654 | 2.78 630 | 4.00 605 | 4.06 608 |
|
| ACVNet-4b |  | 36.40 680 | 52.20 690 | 56.11 675 | 42.45 685 | 21.78 673 | 48.56 673 | 14.37 604 | 49.50 677 | 60.15 683 | 43.17 661 | 46.38 645 | 55.62 679 | 24.56 604 | 38.15 659 | 21.97 584 | 25.13 682 | 3.66 659 | 46.93 690 | 33.56 690 | 25.97 682 | 17.74 680 |
|
| ff1 |  | 9.41 446 | 1.43 264 | 9.67 421 | 5.70 366 | 3.44 403 | 11.96 414 | 6.35 460 | 18.45 373 | 16.31 367 | 15.83 399 | 31.44 531 | 17.22 439 | 10.87 424 | 16.19 500 | 21.98 585 | 0.00 1 | 0.05 199 | 0.80 560 | 0.08 355 | 0.26 285 | 0.14 229 |
|
| mmx |  | 10.71 493 | 1.43 264 | 9.67 421 | 5.70 366 | 3.44 403 | 11.96 414 | 6.35 460 | 32.18 561 | 28.03 508 | 15.83 399 | 31.44 531 | 17.22 439 | 10.87 424 | 16.19 500 | 21.98 585 | 0.22 414 | 0.06 238 | 0.80 560 | 0.08 355 | 0.48 409 | 0.21 307 |
|
| xxx |   | 10.71 493 | 1.43 264 | 9.67 421 | 5.70 366 | 3.44 403 | 11.96 414 | 6.35 460 | 32.18 561 | 28.03 508 | 15.83 399 | 31.44 531 | 17.22 439 | 10.87 424 | 16.19 500 | 21.98 585 | 0.22 414 | 0.06 238 | 0.80 560 | 0.08 355 | 0.48 409 | 0.21 307 |
|
| w-ln-seven-2 |  | 17.58 591 | 7.62 599 | 41.78 647 | 11.29 599 | 6.55 575 | 23.49 580 | 14.08 601 | 29.64 526 | 39.85 603 | 28.44 599 | 42.38 625 | 30.45 575 | 27.66 621 | 22.16 580 | 22.15 588 | 0.44 491 | 0.49 564 | 0.65 547 | 0.17 423 | 1.58 544 | 0.81 488 |
|
| Wz-Net-LNSev |  | 18.19 600 | 10.57 621 | 41.33 645 | 10.19 570 | 7.94 611 | 24.29 584 | 15.28 617 | 34.15 588 | 43.38 623 | 32.90 628 | 43.72 635 | 31.94 587 | 22.21 591 | 20.81 573 | 22.26 589 | 0.47 499 | 0.22 474 | 0.00 1 | 0.02 239 | 1.22 529 | 0.94 507 |
|
| 1111x |  | 11.32 504 | 1.34 238 | 8.95 373 | 5.20 331 | 1.96 306 | 14.46 471 | 7.75 510 | 35.65 607 | 28.23 511 | 15.66 395 | 26.66 462 | 26.65 547 | 14.76 519 | 15.88 488 | 22.27 590 | 0.24 430 | 0.13 395 | 0.04 316 | 0.06 337 | 0.30 316 | 0.24 333 |
|
| RP |  | 17.58 591 | 4.92 561 | 15.27 536 | 15.44 638 | 11.95 649 | 21.05 561 | 11.75 581 | 27.64 496 | 45.09 632 | 22.99 545 | 42.05 624 | 39.39 634 | 27.74 622 | 25.54 602 | 22.33 591 | 5.45 641 | 0.59 580 | 4.33 632 | 1.62 616 | 3.53 599 | 2.86 588 |
|
| S-Stereo |  | 16.85 580 | 3.95 541 | 20.67 591 | 12.08 609 | 8.91 626 | 21.68 566 | 12.61 589 | 32.20 564 | 44.61 629 | 22.37 536 | 38.42 600 | 29.15 562 | 28.02 624 | 18.58 533 | 22.36 592 | 2.88 620 | 3.11 651 | 0.87 572 | 1.82 619 | 3.58 600 | 9.08 657 |
|
| TCMNet |  | 15.19 567 | 6.68 588 | 19.70 583 | 13.83 623 | 12.53 652 | 26.35 604 | 13.66 597 | 29.47 523 | 35.21 574 | 24.71 563 | 31.20 525 | 23.44 515 | 15.13 526 | 18.97 537 | 22.59 593 | 1.13 582 | 0.65 585 | 2.04 607 | 0.97 594 | 3.18 590 | 2.31 578 |
|
| DRN-Test |  | 15.88 571 | 3.83 538 | 14.70 532 | 9.96 564 | 8.02 613 | 28.93 619 | 14.65 606 | 42.34 652 | 38.25 597 | 28.18 597 | 34.31 572 | 29.22 563 | 18.35 569 | 20.01 554 | 22.68 594 | 0.37 469 | 0.41 539 | 0.46 526 | 0.28 492 | 1.28 533 | 1.34 536 |
|
| NCCL2 |  | 17.23 587 | 6.37 584 | 14.30 526 | 23.45 665 | 7.18 593 | 24.16 583 | 17.05 633 | 34.39 593 | 25.88 486 | 31.55 618 | 38.01 596 | 42.09 648 | 26.81 615 | 20.94 574 | 22.69 595 | 0.45 493 | 0.23 482 | 2.63 620 | 1.80 618 | 2.02 565 | 2.57 580 |
|
| STTRV1_RVC |  | 22.05 633 | 18.29 652 | 39.19 639 | 16.73 642 | 23.82 678 | 29.51 622 | 15.66 620 | 34.87 598 | 34.16 566 | 35.00 637 | 34.89 575 | 31.89 586 | 28.80 629 | 28.81 619 | 23.08 596 | 11.86 672 | 3.26 652 | 6.50 643 | 4.65 646 | 14.38 666 | 5.69 623 |
|
| DGSMNet |  | 19.79 613 | 12.06 632 | 33.43 629 | 13.79 622 | 16.23 665 | 22.97 575 | 15.88 622 | 35.41 605 | 41.96 614 | 19.90 494 | 32.16 544 | 35.60 617 | 18.14 568 | 29.48 624 | 23.10 597 | 3.85 630 | 3.89 663 | 6.16 641 | 4.75 647 | 13.56 660 | 13.44 671 |
|
| MSMD_ROB |  | 22.90 638 | 9.64 612 | 14.76 533 | 17.46 645 | 9.88 631 | 34.94 644 | 18.83 643 | 33.67 583 | 37.47 589 | 40.97 655 | 59.80 680 | 45.93 660 | 38.34 661 | 31.74 630 | 23.24 598 | 6.22 647 | 3.58 657 | 8.78 657 | 11.03 673 | 6.76 629 | 5.06 622 |
|
| SANet |  | 20.96 619 | 6.60 587 | 29.81 618 | 8.83 528 | 3.19 392 | 31.27 632 | 20.56 649 | 41.86 651 | 56.09 671 | 39.30 651 | 43.62 633 | 44.95 655 | 31.93 643 | 27.83 613 | 23.67 599 | 0.94 568 | 0.52 573 | 0.99 577 | 0.42 542 | 4.72 613 | 2.03 567 |
|
| StereoDRNet |  | 15.30 569 | 4.47 550 | 14.35 527 | 10.71 582 | 8.69 620 | 25.02 594 | 11.03 567 | 39.66 638 | 35.62 579 | 29.17 603 | 28.81 484 | 34.05 608 | 17.80 562 | 18.80 535 | 23.77 600 | 0.41 484 | 0.30 516 | 0.15 444 | 0.14 406 | 1.64 548 | 1.42 541 |
|
| CSAN |  | 21.34 626 | 9.45 609 | 23.34 598 | 20.99 657 | 4.95 494 | 32.57 637 | 34.26 683 | 38.83 635 | 49.95 649 | 36.97 645 | 39.72 608 | 44.97 656 | 31.73 642 | 26.05 604 | 23.94 601 | 1.52 593 | 0.47 559 | 0.85 568 | 1.43 611 | 2.73 577 | 2.14 573 |
|
| PSMNet_ROB |  | 16.90 583 | 5.45 569 | 14.16 520 | 13.77 621 | 7.25 594 | 27.65 612 | 32.74 682 | 43.21 660 | 37.88 595 | 24.00 553 | 32.97 555 | 34.55 612 | 16.69 545 | 17.41 519 | 23.96 602 | 0.38 470 | 0.22 474 | 0.93 574 | 2.05 623 | 1.83 556 | 0.96 508 |
|
| PA-Net |  | 16.29 575 | 6.88 593 | 27.34 609 | 9.88 561 | 11.12 641 | 21.77 567 | 28.15 675 | 32.06 560 | 39.49 598 | 19.99 495 | 27.91 473 | 23.50 517 | 20.59 585 | 20.25 562 | 24.04 603 | 0.24 430 | 2.26 638 | 0.22 478 | 4.59 645 | 1.13 524 | 4.48 615 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| edge stereo |  | 18.75 604 | 5.12 562 | 17.66 564 | 10.77 587 | 7.84 609 | 22.41 572 | 11.03 567 | 35.23 603 | 42.07 616 | 34.62 636 | 42.74 627 | 41.28 644 | 35.50 652 | 25.14 600 | 24.17 604 | 2.42 613 | 2.42 640 | 6.35 642 | 1.45 612 | 2.89 583 | 3.80 600 |
|
| ETE_ROB |  | 17.67 594 | 9.48 610 | 17.66 564 | 13.60 618 | 4.57 480 | 23.03 576 | 21.09 651 | 32.49 568 | 35.24 575 | 30.49 612 | 38.06 597 | 46.18 662 | 24.49 602 | 26.40 607 | 24.21 605 | 0.46 498 | 0.24 493 | 1.14 585 | 0.84 582 | 1.52 543 | 2.13 570 |
|
| WCMA_ROB |  | 20.02 616 | 4.30 547 | 19.72 584 | 9.47 548 | 7.00 589 | 32.71 639 | 13.99 600 | 31.97 558 | 32.48 553 | 41.51 656 | 52.00 662 | 44.09 653 | 36.14 654 | 32.43 631 | 24.29 606 | 6.19 646 | 2.79 647 | 1.09 583 | 1.10 600 | 3.95 604 | 3.13 596 |
|
| stereogan |  | 18.62 603 | 3.07 514 | 16.31 551 | 13.04 615 | 9.99 633 | 35.74 648 | 9.09 527 | 38.17 630 | 45.27 633 | 24.39 562 | 41.24 616 | 39.93 636 | 25.46 611 | 31.29 629 | 24.33 607 | 1.80 599 | 0.91 606 | 2.71 622 | 0.75 579 | 5.15 619 | 3.70 599 |
|
| DANet |  | 16.85 580 | 8.00 602 | 26.04 607 | 14.56 632 | 7.25 594 | 20.59 558 | 5.37 420 | 26.22 479 | 26.02 492 | 32.17 624 | 36.00 581 | 37.20 623 | 29.77 633 | 30.75 626 | 24.62 608 | 1.14 584 | 1.34 616 | 2.21 612 | 0.51 559 | 3.18 590 | 4.07 609 |
| Z Ling, K Yang, J Li, Y Zhang, X Gao, L Luo, L Xie: Domain-adaptive modules for stereo matching network. Neurocomputing 2021 |
| Nwc_Net |  | 17.98 598 | 4.67 553 | 17.79 568 | 14.26 628 | 11.65 647 | 25.14 595 | 14.88 610 | 40.85 645 | 39.83 602 | 21.07 520 | 43.24 631 | 34.50 611 | 27.64 620 | 26.44 609 | 25.03 609 | 3.22 625 | 0.18 443 | 2.52 619 | 3.18 632 | 1.98 561 | 1.51 546 |
|
| DPSNet |  | 24.40 649 | 6.97 595 | 33.14 627 | 11.16 595 | 6.54 574 | 53.33 679 | 43.32 691 | 51.28 681 | 59.37 682 | 30.89 614 | 39.36 605 | 40.35 639 | 34.30 650 | 32.57 632 | 25.09 610 | 4.65 639 | 1.62 625 | 0.37 518 | 0.66 572 | 8.51 642 | 4.44 614 |
|
| G-Net |  | 21.25 624 | 8.24 603 | 37.97 637 | 15.14 637 | 9.26 629 | 50.87 676 | 16.80 632 | 27.96 498 | 30.54 529 | 38.92 648 | 42.93 630 | 33.27 599 | 32.17 644 | 27.99 616 | 25.25 611 | 4.40 637 | 3.83 660 | 3.60 631 | 0.97 594 | 7.91 637 | 6.95 640 |
|
| SuperB |  | 17.60 593 | 6.22 583 | 56.40 676 | 7.91 506 | 5.07 504 | 19.70 552 | 9.03 524 | 24.87 460 | 50.15 651 | 26.25 582 | 39.13 604 | 17.61 447 | 20.84 587 | 22.28 581 | 25.31 612 | 0.70 534 | 0.31 520 | 1.10 584 | 0.71 576 | 16.58 671 | 1.86 558 |
|
| NCC-stereo |  | 19.75 611 | 6.08 576 | 23.96 599 | 15.05 634 | 16.17 663 | 18.42 541 | 21.45 652 | 43.31 662 | 41.00 608 | 24.30 557 | 38.12 598 | 34.98 614 | 26.92 616 | 35.46 643 | 25.65 613 | 4.29 634 | 2.07 633 | 3.24 628 | 8.90 667 | 2.86 581 | 2.86 588 |
|
| Abc-Net |  | 19.75 611 | 6.08 576 | 23.96 599 | 15.05 634 | 16.17 663 | 18.42 541 | 21.45 652 | 43.31 662 | 41.00 608 | 24.30 557 | 38.12 598 | 34.98 614 | 26.92 616 | 35.46 643 | 25.65 613 | 4.29 634 | 2.07 633 | 3.24 628 | 8.90 667 | 2.86 581 | 2.86 588 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| LALA_ROB |  | 19.19 607 | 7.15 596 | 15.93 545 | 12.96 614 | 5.30 525 | 28.30 615 | 23.21 663 | 42.51 653 | 36.69 586 | 33.45 630 | 40.81 614 | 50.96 674 | 24.53 603 | 27.92 614 | 25.66 615 | 0.60 521 | 0.44 550 | 2.04 607 | 1.22 606 | 2.54 574 | 1.47 544 |
|
| GwcNet |   | 16.48 577 | 5.23 566 | 20.03 588 | 10.24 573 | 8.48 617 | 28.79 616 | 10.09 549 | 38.60 632 | 44.51 628 | 23.29 549 | 36.95 588 | 31.29 581 | 19.79 582 | 20.42 567 | 25.70 616 | 0.54 512 | 0.72 590 | 0.57 539 | 0.39 534 | 1.37 540 | 2.64 582 |
|
| PWC_ROB |   | 18.37 601 | 10.55 620 | 25.19 604 | 10.21 571 | 6.29 572 | 23.75 581 | 4.79 408 | 35.93 610 | 48.75 643 | 32.56 626 | 44.46 640 | 34.68 613 | 24.78 607 | 30.99 627 | 25.72 617 | 1.38 592 | 0.08 305 | 1.57 600 | 0.26 482 | 2.18 569 | 3.17 598 |
|
| AF-Net |  | 18.38 602 | 5.60 572 | 14.21 522 | 15.95 639 | 10.78 638 | 22.26 570 | 10.45 559 | 35.39 604 | 50.22 652 | 24.71 563 | 37.77 593 | 41.55 646 | 29.24 631 | 29.11 621 | 26.67 618 | 4.35 636 | 0.06 238 | 4.56 634 | 0.90 585 | 2.42 570 | 1.38 539 |
|
| DStereoSA |  | 26.02 658 | 16.00 646 | 36.80 634 | 23.05 664 | 13.50 654 | 27.80 613 | 20.87 650 | 49.24 676 | 58.93 680 | 26.92 585 | 36.89 586 | 29.48 566 | 37.74 657 | 38.81 663 | 26.96 619 | 7.13 653 | 7.34 675 | 15.03 667 | 11.26 674 | 21.25 678 | 15.34 673 |
|
| LSM |  | 29.98 667 | 19.52 658 | 55.11 673 | 19.06 651 | 53.75 697 | 32.57 637 | 23.17 662 | 42.61 655 | 48.57 642 | 45.97 668 | 55.04 674 | 42.93 650 | 36.02 653 | 35.63 645 | 27.03 620 | 2.33 608 | 9.19 677 | 4.87 635 | 7.71 662 | 10.65 651 | 27.91 688 |
|
| MFN_U_SF_DS_RVC |  | 23.92 644 | 13.60 638 | 30.09 620 | 25.46 668 | 10.02 634 | 38.51 659 | 20.40 648 | 35.77 609 | 43.76 626 | 42.15 657 | 47.10 649 | 39.99 637 | 28.20 626 | 35.96 649 | 27.06 621 | 3.64 628 | 3.85 662 | 6.66 647 | 16.30 681 | 4.97 616 | 4.98 621 |
|
| FCDSN-DC |  | 25.59 657 | 14.91 643 | 18.83 576 | 28.55 672 | 15.68 661 | 39.29 662 | 18.16 641 | 42.83 659 | 41.69 611 | 44.43 666 | 51.94 661 | 50.82 673 | 39.22 664 | 34.59 639 | 27.29 622 | 6.05 644 | 3.63 658 | 7.01 651 | 6.41 653 | 10.35 648 | 10.17 664 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| DStereoO |  | 23.30 641 | 15.58 645 | 13.92 514 | 14.76 633 | 8.35 615 | 16.44 518 | 16.19 625 | 33.98 585 | 39.60 600 | 30.48 611 | 28.08 475 | 31.65 585 | 32.30 645 | 41.39 669 | 27.39 623 | 48.20 696 | 3.83 660 | 28.72 682 | 3.33 635 | 25.98 683 | 5.78 626 |
|
| XPNet_ROB |  | 17.33 590 | 4.84 555 | 15.44 537 | 11.15 594 | 6.64 576 | 20.88 559 | 16.10 623 | 36.26 613 | 39.54 599 | 31.80 622 | 41.32 617 | 41.30 645 | 23.91 599 | 24.67 596 | 27.40 624 | 1.07 581 | 0.74 592 | 0.79 558 | 0.25 476 | 1.10 521 | 1.31 535 |
|
| psmorigin |  | 20.95 618 | 10.24 618 | 35.84 631 | 9.75 555 | 7.05 590 | 24.59 587 | 10.11 550 | 32.85 574 | 32.17 549 | 43.09 660 | 54.57 672 | 42.79 649 | 36.62 655 | 35.99 650 | 27.41 625 | 1.58 594 | 2.72 645 | 0.79 558 | 1.05 597 | 3.26 596 | 6.50 634 |
|
| FC-DCNN v2 |   | 24.44 650 | 10.97 626 | 18.53 574 | 18.49 649 | 9.18 628 | 37.41 654 | 23.03 660 | 40.91 646 | 43.02 619 | 46.46 670 | 54.06 670 | 50.67 672 | 38.26 660 | 35.41 641 | 27.52 626 | 6.85 651 | 3.38 654 | 6.03 640 | 4.89 649 | 7.82 635 | 5.94 627 |
|
| FC-DCNN |   | 24.37 648 | 10.99 627 | 19.02 577 | 18.44 648 | 9.16 627 | 36.98 652 | 23.07 661 | 40.44 642 | 43.05 620 | 46.25 669 | 53.58 669 | 50.44 671 | 37.86 658 | 35.45 642 | 27.57 627 | 6.87 652 | 3.37 653 | 6.01 639 | 4.88 648 | 7.86 636 | 6.05 628 |
|
| MeshStereo |   | 22.27 634 | 6.87 592 | 11.15 466 | 7.69 498 | 4.87 489 | 37.70 655 | 13.06 592 | 41.64 650 | 36.95 588 | 50.92 675 | 53.41 667 | 58.12 680 | 41.93 671 | 37.73 658 | 27.62 628 | 2.52 616 | 2.37 639 | 2.99 624 | 2.07 624 | 3.09 587 | 2.60 581 |
| 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 |
| SGM_RVC |   | 19.52 609 | 2.12 460 | 6.79 260 | 6.59 442 | 1.33 229 | 38.20 657 | 15.74 621 | 38.13 629 | 34.07 563 | 45.71 667 | 41.91 623 | 51.41 675 | 38.10 659 | 38.77 662 | 27.80 629 | 0.61 525 | 0.36 533 | 0.51 532 | 0.33 516 | 1.03 516 | 0.90 502 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| APVNet |  | 17.75 595 | 5.46 570 | 20.35 590 | 12.31 611 | 8.40 616 | 30.16 625 | 24.10 665 | 41.14 648 | 30.12 527 | 25.08 567 | 41.09 615 | 31.24 579 | 23.12 595 | 27.07 610 | 27.86 630 | 0.34 461 | 0.56 578 | 3.02 625 | 0.52 560 | 1.68 551 | 1.45 543 |
|
| CC-Net-ROB |  | 22.04 632 | 22.91 665 | 28.86 613 | 14.05 626 | 8.73 621 | 33.79 642 | 15.26 615 | 46.84 669 | 36.06 582 | 33.72 632 | 32.10 542 | 35.47 616 | 24.02 601 | 23.57 590 | 27.88 631 | 8.95 658 | 2.95 650 | 24.94 678 | 3.68 637 | 12.41 658 | 4.62 617 |
|
| DispFullNet |  | 30.27 670 | 31.74 675 | 58.63 680 | 30.13 675 | 28.18 681 | 31.79 634 | 8.94 523 | 37.16 623 | 54.68 661 | 32.60 627 | 37.99 595 | 44.62 654 | 28.80 629 | 41.55 670 | 27.93 632 | 11.94 673 | 3.46 655 | 35.53 686 | 12.34 676 | 30.08 686 | 17.26 679 |
|
| GANetREF_RVC |   | 25.41 656 | 29.28 673 | 24.63 602 | 25.18 667 | 6.04 562 | 30.44 628 | 35.39 686 | 47.84 672 | 50.60 653 | 36.88 644 | 36.04 582 | 34.11 610 | 31.23 640 | 37.46 655 | 27.96 633 | 8.58 656 | 2.66 643 | 16.29 669 | 4.95 650 | 14.37 665 | 8.32 652 |
| 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 |
| aanetorigin |  | 19.21 608 | 12.59 633 | 53.50 663 | 9.67 553 | 7.83 608 | 11.85 411 | 13.87 599 | 17.05 344 | 34.15 565 | 49.18 672 | 48.89 653 | 34.05 608 | 30.22 635 | 22.86 586 | 28.00 634 | 1.01 576 | 0.75 594 | 0.67 549 | 0.89 584 | 3.07 586 | 4.14 610 |
|
| Wz-Net-MNSev |  | 18.98 606 | 6.53 586 | 33.16 628 | 10.15 569 | 7.26 596 | 38.37 658 | 16.45 627 | 34.19 590 | 43.20 621 | 30.65 613 | 40.76 613 | 40.51 640 | 19.24 577 | 27.56 612 | 28.06 635 | 0.81 557 | 0.26 504 | 0.05 327 | 0.10 382 | 1.45 542 | 0.84 493 |
|
| otaku |  | 33.18 673 | 35.99 682 | 52.93 661 | 40.01 682 | 21.41 672 | 55.08 680 | 17.25 634 | 43.30 661 | 61.58 685 | 39.25 650 | 49.16 654 | 46.61 663 | 28.49 628 | 39.77 665 | 28.76 636 | 18.56 677 | 7.00 674 | 31.82 684 | 9.61 670 | 21.53 680 | 15.48 674 |
|
| z-ln-s-r |  | 14.97 564 | 6.05 575 | 40.55 643 | 5.39 349 | 5.41 530 | 13.95 456 | 13.34 595 | 21.84 426 | 36.75 587 | 18.86 479 | 43.90 637 | 23.71 521 | 16.41 543 | 22.64 585 | 28.99 637 | 0.02 223 | 0.02 100 | 0.00 1 | 0.00 1 | 1.04 517 | 0.48 427 |
|
| w-ln-seven |  | 21.04 621 | 9.30 605 | 55.15 674 | 11.32 600 | 9.98 632 | 30.27 626 | 18.05 640 | 37.06 622 | 55.12 667 | 36.70 643 | 43.26 632 | 33.73 604 | 22.90 593 | 22.63 584 | 29.52 638 | 0.39 479 | 0.18 443 | 0.85 568 | 0.16 418 | 2.75 578 | 1.47 544 |
|
| Ntro |  | 34.97 678 | 37.63 683 | 54.53 669 | 43.26 686 | 22.45 676 | 57.73 686 | 21.97 654 | 47.14 671 | 64.21 691 | 39.12 649 | 48.86 651 | 47.93 667 | 36.94 656 | 40.66 667 | 29.83 639 | 17.16 675 | 6.51 671 | 32.70 685 | 10.17 671 | 24.06 681 | 16.48 677 |
|
| zh-mn7 |  | 21.99 631 | 13.21 635 | 53.55 666 | 10.73 584 | 5.68 544 | 27.38 611 | 14.94 611 | 34.53 596 | 56.55 673 | 40.02 652 | 57.13 676 | 31.28 580 | 23.73 598 | 35.83 648 | 30.28 640 | 0.95 570 | 0.44 550 | 0.22 478 | 0.19 438 | 1.26 532 | 1.86 558 |
|
| PDISCO_ROB |  | 24.45 651 | 9.24 604 | 29.28 616 | 28.68 673 | 19.96 670 | 37.14 653 | 15.33 618 | 45.04 667 | 54.69 662 | 29.24 604 | 42.67 626 | 46.07 661 | 28.17 625 | 35.35 640 | 30.30 641 | 9.92 661 | 2.13 635 | 6.90 648 | 3.20 633 | 8.74 643 | 6.87 639 |
|
| z-mn7 |  | 21.05 622 | 9.91 613 | 45.96 655 | 11.27 598 | 5.23 515 | 33.41 641 | 15.27 616 | 35.65 607 | 57.07 675 | 26.62 584 | 53.08 664 | 32.21 590 | 24.80 608 | 35.65 646 | 30.93 642 | 0.49 502 | 0.25 501 | 0.55 536 | 0.11 392 | 1.62 546 | 0.90 502 |
|
| RYNet |  | 18.92 605 | 4.69 554 | 16.88 555 | 10.99 591 | 15.84 662 | 46.72 670 | 16.57 629 | 37.84 627 | 48.03 638 | 26.92 585 | 26.48 459 | 37.84 628 | 24.92 609 | 19.80 550 | 31.04 643 | 0.25 436 | 0.25 501 | 0.62 543 | 0.03 264 | 6.34 626 | 6.39 633 |
|
| SHD |  | 21.32 625 | 10.03 614 | 30.16 621 | 14.30 629 | 8.68 619 | 24.15 582 | 8.93 522 | 40.82 644 | 61.17 684 | 35.79 640 | 44.15 638 | 38.73 630 | 30.20 634 | 33.88 634 | 31.09 644 | 2.00 602 | 0.81 597 | 1.17 586 | 1.55 613 | 4.08 606 | 4.78 618 |
|
| light-stereo |  | 41.36 684 | 29.75 674 | 55.07 672 | 54.98 691 | 49.52 692 | 36.70 650 | 17.57 636 | 46.92 670 | 51.01 655 | 53.58 679 | 54.47 671 | 62.25 689 | 35.15 651 | 48.78 677 | 33.36 645 | 34.63 685 | 26.20 690 | 20.76 674 | 28.59 686 | 46.39 691 | 41.49 697 |
|
| PStereo |  | 11.80 518 | 21.18 662 | 5.14 153 | 4.07 217 | 1.27 215 | 10.57 381 | 8.37 517 | 16.06 329 | 37.64 591 | 11.94 302 | 1.56 45 | 11.27 329 | 10.54 416 | 24.16 592 | 33.61 646 | 10.87 664 | 1.46 621 | 1.51 599 | 0.88 583 | 14.24 664 | 9.68 662 |
|
| DStereoFS |  | 26.88 660 | 21.28 663 | 29.50 617 | 18.65 650 | 12.35 651 | 29.13 621 | 13.04 591 | 50.34 680 | 47.29 636 | 35.95 641 | 44.38 639 | 36.32 620 | 41.02 670 | 51.90 687 | 33.82 647 | 7.92 654 | 5.83 669 | 15.86 668 | 9.22 669 | 17.41 675 | 16.41 676 |
|
| DISCO |  | 16.36 576 | 1.88 413 | 16.15 546 | 7.78 503 | 4.19 448 | 26.92 609 | 10.21 555 | 30.31 536 | 44.26 627 | 21.35 526 | 33.91 570 | 35.80 618 | 22.40 592 | 35.65 646 | 33.87 648 | 0.18 391 | 0.08 305 | 0.04 316 | 0.04 289 | 1.71 552 | 0.54 440 |
|
| SGM-ForestM |  | 23.72 643 | 2.44 481 | 9.13 393 | 7.43 487 | 2.25 330 | 44.80 669 | 19.11 645 | 44.90 666 | 49.97 650 | 50.74 674 | 51.18 658 | 62.06 688 | 45.83 676 | 44.96 674 | 33.88 649 | 1.00 574 | 0.84 599 | 0.78 556 | 0.62 569 | 1.29 534 | 1.11 523 |
|
| ADCRef |  | 17.30 588 | 6.73 589 | 42.01 649 | 10.11 567 | 8.78 624 | 26.61 607 | 10.45 559 | 31.29 550 | 32.75 557 | 31.19 615 | 41.62 622 | 18.47 462 | 19.78 581 | 24.29 595 | 34.06 650 | 0.76 545 | 0.42 543 | 2.16 610 | 1.79 617 | 1.23 530 | 1.56 549 |
|
| Wz-Net-TNSev |  | 25.12 652 | 20.16 660 | 57.98 679 | 9.56 550 | 7.42 599 | 42.73 666 | 22.27 655 | 35.14 601 | 53.46 657 | 35.97 642 | 42.74 627 | 45.83 658 | 39.87 665 | 36.56 652 | 34.73 651 | 1.82 600 | 1.51 623 | 0.76 555 | 1.34 610 | 5.84 625 | 6.80 637 |
|
| ADCP+ |  | 18.16 599 | 4.61 552 | 32.94 626 | 9.31 541 | 10.23 635 | 28.87 617 | 11.69 579 | 33.43 580 | 36.49 585 | 29.28 605 | 40.49 612 | 24.18 525 | 24.61 605 | 33.89 635 | 35.33 652 | 0.25 436 | 0.40 538 | 2.00 606 | 1.17 604 | 2.16 568 | 1.87 560 |
|
| AANet |  | 25.23 655 | 25.90 670 | 70.86 697 | 8.25 518 | 6.82 583 | 24.45 585 | 10.96 565 | 32.18 561 | 56.29 672 | 56.40 681 | 51.41 659 | 47.70 666 | 40.20 666 | 25.76 603 | 35.38 653 | 2.68 618 | 0.32 523 | 0.99 577 | 0.43 545 | 3.80 603 | 3.92 606 |
|
| xxxx |  | 11.74 516 | 1.16 178 | 7.88 312 | 5.61 358 | 1.99 310 | 20.46 557 | 3.12 342 | 33.99 586 | 23.76 465 | 15.53 392 | 30.67 512 | 26.88 552 | 14.50 513 | 12.98 415 | 35.48 654 | 0.19 395 | 0.18 443 | 0.01 244 | 0.02 239 | 0.22 247 | 0.27 350 |
|
| Wz-Net-SNSev |  | 22.67 636 | 16.94 650 | 45.69 653 | 13.85 624 | 8.52 618 | 28.89 618 | 27.06 672 | 39.39 637 | 55.04 665 | 31.77 621 | 53.23 665 | 39.18 632 | 23.41 597 | 26.40 607 | 36.25 655 | 0.78 548 | 0.21 464 | 1.21 590 | 0.90 585 | 3.03 585 | 1.62 551 |
|
| LE_ROB |  | 22.93 639 | 3.07 514 | 14.02 517 | 7.70 499 | 2.86 372 | 31.99 635 | 17.35 635 | 28.10 502 | 67.19 696 | 70.51 699 | 55.61 675 | 49.07 669 | 47.62 678 | 24.76 599 | 36.49 656 | 0.35 464 | 0.20 456 | 0.27 492 | 0.55 564 | 0.48 409 | 0.44 415 |
|
| ADCL |  | 21.64 629 | 6.20 580 | 47.32 657 | 9.93 562 | 6.91 588 | 38.69 661 | 19.97 647 | 31.26 548 | 54.04 658 | 27.89 595 | 47.97 650 | 31.35 582 | 30.66 638 | 33.18 633 | 36.62 657 | 0.99 573 | 0.92 607 | 2.63 620 | 1.82 619 | 2.45 571 | 2.13 570 |
|
| PASM |  | 28.19 664 | 17.35 651 | 48.18 658 | 22.49 663 | 22.20 674 | 25.92 600 | 25.84 670 | 34.35 592 | 49.45 645 | 35.37 639 | 39.48 606 | 46.72 664 | 33.36 647 | 34.28 637 | 36.77 658 | 11.73 671 | 14.94 683 | 17.43 672 | 22.18 683 | 13.45 659 | 12.32 669 |
|
| ADCPNet |  | 21.93 630 | 9.38 608 | 57.92 678 | 11.76 605 | 6.88 586 | 36.03 649 | 18.44 642 | 32.80 573 | 35.93 580 | 32.91 629 | 43.80 636 | 39.21 633 | 26.99 618 | 31.14 628 | 36.94 659 | 2.05 603 | 2.67 644 | 2.30 614 | 3.45 636 | 4.22 608 | 3.82 601 |
|
| zh-sn7 |  | 23.03 640 | 15.48 644 | 50.25 659 | 14.08 627 | 7.77 607 | 26.71 608 | 23.32 664 | 36.59 616 | 48.43 641 | 33.80 633 | 51.71 660 | 33.34 601 | 33.77 648 | 39.91 666 | 37.07 660 | 0.60 521 | 0.86 600 | 0.54 535 | 0.35 521 | 3.18 590 | 2.85 586 |
|
| ACVNet_1 |  | 41.30 683 | 49.46 687 | 64.91 688 | 44.67 687 | 25.07 679 | 49.43 675 | 25.23 668 | 55.33 688 | 65.87 693 | 59.72 683 | 59.33 679 | 63.43 690 | 48.79 680 | 49.63 679 | 37.09 661 | 19.05 678 | 9.82 678 | 38.29 687 | 13.97 679 | 28.67 684 | 18.23 682 |
|
| RTSC |  | 19.64 610 | 9.36 607 | 31.06 624 | 10.99 591 | 6.24 569 | 28.10 614 | 10.14 553 | 37.50 626 | 58.34 679 | 31.74 620 | 36.70 585 | 32.50 594 | 21.03 589 | 36.00 651 | 37.24 662 | 1.23 587 | 0.44 550 | 0.12 420 | 0.31 508 | 1.98 561 | 1.69 555 |
|
| test_xeample |   | 11.49 509 | 1.24 204 | 7.50 294 | 5.22 335 | 2.18 324 | 17.40 530 | 6.49 471 | 31.14 546 | 22.77 449 | 17.90 452 | 33.09 557 | 18.48 463 | 14.61 515 | 13.51 434 | 37.38 663 | 0.16 384 | 0.13 395 | 0.01 244 | 0.03 264 | 0.23 262 | 0.24 333 |
|
| EDNetEfficient |  | 25.16 653 | 22.23 664 | 77.22 704 | 9.09 535 | 7.38 597 | 19.38 549 | 16.78 631 | 21.41 420 | 55.74 670 | 61.52 690 | 53.51 668 | 36.22 619 | 40.65 669 | 24.22 593 | 38.27 664 | 0.62 528 | 0.74 592 | 0.86 571 | 2.60 629 | 7.70 633 | 7.09 642 |
|
| SAMSARA |  | 34.43 677 | 18.53 653 | 31.91 625 | 55.34 692 | 35.34 685 | 75.99 708 | 94.71 722 | 47.97 673 | 50.84 654 | 37.47 647 | 36.99 589 | 53.12 677 | 38.55 662 | 39.56 664 | 38.65 665 | 3.59 627 | 5.40 667 | 2.22 613 | 3.72 638 | 9.43 645 | 9.29 659 |
|
| MANE |  | 31.97 672 | 10.75 623 | 17.71 567 | 20.94 656 | 13.77 656 | 47.80 672 | 26.85 671 | 53.00 686 | 55.20 668 | 59.29 682 | 64.30 688 | 64.93 692 | 56.31 691 | 51.83 686 | 38.69 666 | 9.61 660 | 4.72 665 | 6.91 649 | 19.93 682 | 9.20 644 | 7.64 649 |
|
| XQC |  | 24.10 647 | 16.76 649 | 50.68 660 | 21.37 661 | 11.01 640 | 35.24 646 | 18.84 644 | 37.28 625 | 55.11 666 | 31.64 619 | 30.06 507 | 37.71 627 | 30.31 636 | 37.17 654 | 39.66 667 | 4.20 633 | 0.41 539 | 2.76 623 | 1.89 621 | 11.46 657 | 8.42 653 |
|
| MFN_U_SF_RVC |  | 28.16 663 | 14.14 641 | 53.23 662 | 21.11 658 | 7.91 610 | 39.97 663 | 13.13 593 | 51.65 683 | 46.34 635 | 47.41 671 | 53.38 666 | 55.32 678 | 40.53 668 | 38.47 661 | 39.74 668 | 5.67 643 | 4.46 664 | 6.98 650 | 8.73 666 | 7.47 632 | 7.44 647 |
|
| PVD |  | 33.19 674 | 18.59 654 | 37.64 636 | 26.09 669 | 16.99 666 | 33.25 640 | 42.25 690 | 51.42 682 | 66.03 694 | 52.65 678 | 64.31 689 | 51.93 676 | 55.13 687 | 51.61 685 | 40.40 669 | 4.00 632 | 3.51 656 | 9.53 658 | 4.26 644 | 10.62 650 | 23.56 683 |
|
| MSAF-DinoV2 |  | 20.61 617 | 7.35 597 | 24.41 601 | 11.43 602 | 4.88 490 | 30.12 624 | 16.70 630 | 39.67 639 | 54.27 660 | 22.75 541 | 32.01 540 | 48.05 668 | 30.44 637 | 37.52 656 | 40.45 670 | 0.72 538 | 0.50 566 | 0.44 523 | 1.23 607 | 4.64 611 | 4.54 616 |
|
| ADCMid |  | 22.76 637 | 10.75 623 | 41.73 646 | 11.23 596 | 7.97 612 | 27.26 610 | 19.18 646 | 35.44 606 | 38.02 596 | 40.23 653 | 46.38 645 | 36.56 621 | 42.70 672 | 38.20 660 | 40.75 671 | 1.77 597 | 1.43 620 | 3.05 626 | 3.81 639 | 4.96 615 | 3.82 601 |
|
| RTS |  | 30.15 668 | 23.12 666 | 96.33 721 | 16.71 640 | 11.63 645 | 58.66 688 | 24.28 666 | 36.80 618 | 62.63 688 | 43.79 663 | 46.10 643 | 32.56 595 | 43.90 673 | 51.29 683 | 40.92 672 | 2.38 611 | 0.66 586 | 1.06 579 | 0.74 577 | 5.11 617 | 4.34 612 |
|
| RTSA |  | 30.15 668 | 23.12 666 | 96.33 721 | 16.71 640 | 11.63 645 | 58.66 688 | 24.28 666 | 36.80 618 | 62.63 688 | 43.79 663 | 46.10 643 | 32.56 595 | 43.90 673 | 51.29 683 | 40.92 672 | 2.38 611 | 0.66 586 | 1.06 579 | 0.74 577 | 5.11 617 | 4.34 612 |
|
| ccnet |  | 24.02 645 | 16.16 647 | 21.70 594 | 11.83 607 | 17.75 667 | 37.87 656 | 16.18 624 | 45.46 668 | 31.93 545 | 36.99 646 | 46.46 648 | 38.76 631 | 29.52 632 | 37.55 657 | 40.93 674 | 9.20 659 | 6.29 670 | 9.63 659 | 7.71 662 | 11.19 653 | 7.21 645 |
|
| RainbowNet |  | 51.25 688 | 62.74 699 | 64.52 687 | 60.13 693 | 39.00 689 | 58.72 690 | 30.83 679 | 57.31 692 | 79.18 709 | 50.24 673 | 65.35 693 | 60.13 685 | 44.25 675 | 49.47 678 | 41.16 675 | 46.52 695 | 46.06 700 | 52.72 694 | 31.78 688 | 52.33 696 | 32.47 689 |
|
| WZ-Net |  | 25.17 654 | 12.95 634 | 63.02 683 | 15.13 636 | 10.42 637 | 38.51 659 | 27.42 674 | 40.46 643 | 54.17 659 | 28.32 598 | 52.95 663 | 40.81 642 | 28.36 627 | 37.07 653 | 41.35 676 | 1.21 586 | 0.21 464 | 0.73 553 | 0.94 591 | 5.42 623 | 3.87 603 |
|
| AnyNet_C32 |  | 23.37 642 | 13.28 637 | 40.29 642 | 12.36 612 | 11.44 644 | 30.39 627 | 29.15 677 | 31.36 551 | 44.90 631 | 35.36 638 | 48.86 651 | 33.61 603 | 34.20 649 | 43.15 672 | 41.62 677 | 1.27 588 | 1.35 617 | 1.18 588 | 2.58 628 | 4.77 614 | 6.27 631 |
|
| ELAS_RVC |   | 33.79 676 | 19.15 656 | 35.97 632 | 21.28 659 | 13.79 657 | 52.58 677 | 36.11 687 | 48.96 675 | 55.66 669 | 61.47 689 | 62.91 682 | 58.35 682 | 53.55 684 | 53.37 689 | 42.23 678 | 11.25 669 | 6.64 673 | 10.32 661 | 7.05 655 | 13.56 660 | 11.58 667 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| EDNetEfficientorigin |  | 28.98 665 | 35.45 681 | 99.82 731 | 9.43 543 | 5.65 542 | 24.97 592 | 14.79 608 | 26.06 476 | 54.82 663 | 60.87 686 | 57.59 677 | 45.42 657 | 50.27 681 | 26.11 605 | 43.62 679 | 0.30 451 | 0.37 534 | 1.61 601 | 2.35 626 | 10.17 647 | 9.99 663 |
|
| BEATNet-Init1 |  | 35.08 679 | 20.64 661 | 54.70 671 | 27.43 671 | 12.00 650 | 58.29 687 | 31.01 680 | 52.58 685 | 57.49 677 | 60.36 684 | 62.98 683 | 69.98 695 | 55.54 689 | 53.00 688 | 44.40 680 | 4.61 638 | 2.84 648 | 7.05 652 | 6.89 654 | 10.97 652 | 8.94 656 |
|
| ELAS |   | 33.68 675 | 18.95 655 | 36.71 633 | 20.64 653 | 13.61 655 | 56.43 681 | 35.14 685 | 50.03 679 | 49.90 646 | 60.58 685 | 63.83 686 | 58.64 683 | 53.36 683 | 50.73 681 | 44.44 681 | 11.03 667 | 6.58 672 | 10.02 660 | 7.43 656 | 13.58 662 | 11.94 668 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ADCS |  | 26.20 659 | 13.71 639 | 46.90 656 | 14.51 631 | 10.34 636 | 30.46 629 | 22.72 659 | 42.81 658 | 57.61 678 | 42.58 658 | 49.37 655 | 41.91 647 | 40.43 667 | 41.90 671 | 44.58 682 | 2.37 610 | 2.19 637 | 2.37 617 | 3.29 634 | 7.32 631 | 6.52 635 |
|
| coex-ft |  | 30.77 671 | 38.58 684 | 93.29 720 | 9.44 546 | 5.62 540 | 34.95 645 | 25.30 669 | 30.83 542 | 59.36 681 | 73.23 703 | 58.53 678 | 45.92 659 | 47.29 677 | 29.44 623 | 45.30 683 | 1.37 590 | 1.65 627 | 0.95 575 | 0.96 593 | 8.35 641 | 4.96 620 |
|
| MSC_U_SF_DS_RVC |  | 37.16 681 | 34.69 678 | 53.68 667 | 37.47 681 | 12.55 653 | 56.80 684 | 22.63 658 | 52.02 684 | 63.29 690 | 66.20 695 | 63.82 685 | 58.12 680 | 53.73 686 | 51.21 682 | 46.48 684 | 8.79 657 | 5.31 666 | 14.69 666 | 15.22 680 | 17.27 674 | 9.21 658 |
|
| 222 |  | 12.33 528 | 1.29 218 | 8.09 327 | 6.06 405 | 2.14 320 | 19.51 550 | 2.53 311 | 33.63 582 | 23.55 456 | 21.72 530 | 30.51 511 | 20.11 482 | 16.77 547 | 13.22 424 | 46.51 685 | 0.15 381 | 0.14 412 | 0.01 244 | 0.03 264 | 0.26 285 | 0.26 344 |
|
| ACVNet_2 |  | 57.39 696 | 61.72 698 | 72.56 699 | 66.35 696 | 38.29 688 | 61.93 692 | 48.64 695 | 71.64 707 | 81.91 712 | 79.28 711 | 88.72 719 | 76.25 701 | 72.87 702 | 54.33 690 | 46.74 686 | 37.13 687 | 23.36 686 | 54.52 695 | 37.80 692 | 46.22 690 | 27.59 686 |
|
| AnyNet_C01 |  | 29.76 666 | 25.78 669 | 75.37 702 | 17.03 643 | 11.34 642 | 49.00 674 | 27.12 673 | 37.99 628 | 40.05 605 | 40.73 654 | 65.13 691 | 46.98 665 | 38.86 663 | 46.63 675 | 48.19 687 | 2.14 604 | 2.13 635 | 2.13 609 | 2.56 627 | 8.14 639 | 7.98 651 |
|
| Consistency-Raft |  | 41.82 685 | 35.10 680 | 44.56 652 | 32.85 677 | 41.39 690 | 46.76 671 | 34.76 684 | 57.01 690 | 54.94 664 | 32.10 623 | 65.22 692 | 30.82 576 | 48.46 679 | 40.81 668 | 48.77 688 | 27.39 683 | 34.28 692 | 42.92 688 | 51.66 701 | 39.28 688 | 27.28 685 |
|
| IMH-64-1 |  | 59.25 697 | 58.09 692 | 67.69 692 | 66.06 694 | 50.51 693 | 56.45 682 | 49.45 696 | 68.83 700 | 67.75 697 | 67.58 696 | 80.37 707 | 70.15 697 | 74.28 704 | 72.16 706 | 48.94 689 | 42.00 691 | 42.87 697 | 65.57 698 | 47.02 694 | 51.52 692 | 37.76 693 |
|
| IMH-64 |  | 59.25 697 | 58.09 692 | 67.69 692 | 66.06 694 | 50.51 693 | 56.45 682 | 49.45 696 | 68.83 700 | 67.75 697 | 67.58 696 | 80.37 707 | 70.15 697 | 74.28 704 | 72.16 706 | 48.94 689 | 42.00 691 | 42.87 697 | 65.57 698 | 47.02 694 | 51.52 692 | 37.76 693 |
|
| anonymity |  | 52.32 689 | 58.23 694 | 63.91 684 | 41.12 684 | 59.25 701 | 53.27 678 | 41.04 689 | 55.69 689 | 40.20 606 | 54.85 680 | 49.49 656 | 49.13 670 | 55.48 688 | 59.07 692 | 49.65 691 | 55.86 700 | 50.03 706 | 51.00 692 | 51.08 699 | 51.71 694 | 56.36 701 |
|
| IMH |  | 62.95 699 | 60.33 697 | 67.78 694 | 69.51 698 | 53.65 696 | 65.09 697 | 54.21 698 | 72.00 708 | 73.28 703 | 72.49 701 | 81.93 709 | 72.96 699 | 79.81 709 | 76.65 712 | 51.41 692 | 43.57 693 | 49.82 705 | 67.81 700 | 51.14 700 | 54.83 697 | 40.67 696 |
|
| MonStereo1 |  | 45.10 687 | 33.36 677 | 54.69 670 | 33.57 678 | 31.94 683 | 43.06 668 | 17.79 639 | 49.52 678 | 56.61 674 | 50.97 676 | 64.04 687 | 70.09 696 | 53.57 685 | 49.77 680 | 53.19 693 | 53.87 699 | 14.08 682 | 54.69 696 | 35.89 691 | 41.66 689 | 39.69 695 |
|
| ktn |  | 72.58 708 | 80.06 717 | 69.96 696 | 79.14 707 | 69.86 712 | 75.40 706 | 70.43 710 | 69.01 702 | 76.90 706 | 72.88 702 | 77.46 704 | 77.43 702 | 77.41 708 | 72.78 709 | 55.00 694 | 79.09 712 | 65.99 714 | 80.09 709 | 68.29 704 | 71.46 709 | 62.98 707 |
|
| SGM+DAISY |  | 54.67 692 | 56.61 691 | 62.73 682 | 40.21 683 | 53.22 695 | 61.95 693 | 48.59 694 | 55.05 687 | 44.62 630 | 61.03 688 | 63.68 684 | 60.46 686 | 55.62 690 | 60.68 694 | 55.34 695 | 56.34 702 | 48.56 703 | 50.16 691 | 49.63 698 | 52.25 695 | 56.76 703 |
|
| SPS-STEREO |   | 55.62 693 | 59.14 695 | 64.16 685 | 45.05 688 | 53.84 698 | 59.88 691 | 44.00 692 | 59.53 693 | 49.94 648 | 62.33 691 | 61.09 681 | 59.80 684 | 56.82 692 | 60.06 693 | 57.85 696 | 58.41 703 | 48.34 702 | 51.07 693 | 49.21 697 | 55.41 698 | 56.48 702 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| notaker |  | 72.18 706 | 79.78 715 | 78.84 706 | 78.75 706 | 68.52 709 | 63.26 695 | 61.68 702 | 69.22 703 | 75.95 704 | 77.58 708 | 78.85 705 | 79.69 707 | 84.79 718 | 77.39 713 | 58.43 697 | 69.68 709 | 60.79 713 | 77.46 706 | 68.48 705 | 69.62 704 | 64.92 710 |
|
| WAO-6 |  | 70.64 702 | 73.02 706 | 66.25 689 | 79.92 709 | 61.74 705 | 68.74 699 | 59.08 700 | 75.27 712 | 87.02 716 | 74.72 704 | 79.40 706 | 79.19 705 | 84.60 717 | 67.70 698 | 60.53 698 | 67.85 706 | 48.88 704 | 81.48 711 | 73.29 708 | 65.57 700 | 58.60 704 |
|
| NVStereoNet_ROB |  | 41.93 686 | 32.40 676 | 44.55 651 | 36.60 680 | 27.78 680 | 34.52 643 | 32.38 681 | 48.84 674 | 57.18 676 | 69.34 698 | 75.62 703 | 66.07 694 | 64.86 695 | 47.34 676 | 60.78 699 | 15.72 674 | 23.99 687 | 23.40 677 | 32.06 689 | 21.34 679 | 23.86 684 |
| Nikolai Smolyanskiy, Alexey Kamenev, Stan Birchfield: On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach. Arxiv |
| MFMNet_re |  | 72.05 705 | 79.64 714 | 64.23 686 | 52.73 690 | 84.71 716 | 77.93 710 | 68.35 705 | 63.96 696 | 66.93 695 | 61.00 687 | 71.29 699 | 63.84 691 | 68.91 698 | 72.42 708 | 61.11 700 | 82.03 719 | 74.22 719 | 80.34 710 | 74.44 710 | 83.62 720 | 89.34 722 |
|
| LRCNet_RVC |  | 73.59 710 | 69.80 703 | 74.41 701 | 77.63 704 | 60.56 704 | 40.33 664 | 15.08 614 | 71.04 705 | 48.36 640 | 88.07 720 | 94.62 723 | 90.11 722 | 81.83 712 | 80.58 717 | 61.26 701 | 97.12 730 | 72.30 718 | 96.65 729 | 97.58 730 | 77.13 714 | 77.30 717 |
|
| TorneroNet-64 |  | 65.66 700 | 70.70 704 | 71.20 698 | 76.52 702 | 59.70 703 | 66.78 698 | 58.05 699 | 67.53 699 | 80.00 710 | 62.67 692 | 67.40 694 | 83.09 710 | 69.42 699 | 67.34 696 | 62.05 702 | 48.31 698 | 44.07 699 | 72.93 702 | 63.88 703 | 68.05 702 | 53.58 700 |
|
| PWCK |  | 65.90 701 | 88.63 721 | 79.40 707 | 80.32 710 | 29.96 682 | 63.85 696 | 39.45 688 | 72.07 709 | 71.26 701 | 78.74 710 | 68.99 696 | 77.82 703 | 61.77 694 | 82.81 718 | 62.64 703 | 80.17 715 | 39.88 696 | 81.90 713 | 47.37 696 | 73.54 712 | 37.51 692 |
|
| LVE |  | 71.50 704 | 72.46 705 | 83.91 712 | 75.21 701 | 55.29 700 | 74.81 702 | 62.76 703 | 77.22 713 | 83.77 714 | 82.09 713 | 87.11 718 | 83.38 711 | 82.41 714 | 75.93 710 | 64.49 704 | 48.28 697 | 57.24 712 | 74.61 704 | 62.53 702 | 65.49 699 | 61.01 705 |
|
| WAO-7 |  | 72.21 707 | 78.21 710 | 54.04 668 | 79.33 708 | 69.31 711 | 70.20 700 | 72.09 711 | 77.85 716 | 84.90 715 | 77.35 707 | 86.03 713 | 79.37 706 | 79.88 710 | 65.32 695 | 65.33 705 | 62.33 705 | 69.70 717 | 70.51 701 | 73.21 707 | 67.23 701 | 62.02 706 |
|
| TorneroNet |  | 71.21 703 | 73.44 708 | 75.82 703 | 80.82 711 | 65.65 707 | 70.53 701 | 64.39 704 | 71.42 706 | 75.97 705 | 71.47 700 | 73.68 701 | 84.17 713 | 74.00 703 | 69.85 702 | 69.09 706 | 59.37 704 | 48.19 701 | 79.67 707 | 73.51 709 | 74.93 713 | 68.26 713 |
|
| WAO-8 |  | 76.87 714 | 78.41 711 | 66.45 690 | 86.81 717 | 72.47 713 | 79.27 712 | 68.59 707 | 77.75 714 | 89.01 719 | 83.09 715 | 86.98 714 | 85.87 718 | 84.97 719 | 72.12 704 | 69.11 707 | 74.93 710 | 55.23 709 | 87.79 723 | 83.50 717 | 70.47 706 | 64.56 708 |
|
| Venus |  | 76.87 714 | 78.41 711 | 66.45 690 | 86.81 717 | 72.47 713 | 79.27 712 | 68.59 707 | 77.75 714 | 89.01 719 | 83.09 715 | 86.98 714 | 85.87 718 | 84.97 719 | 72.12 704 | 69.11 707 | 74.93 710 | 55.23 709 | 87.79 723 | 83.50 717 | 70.48 707 | 64.56 708 |
|
| UNDER WATER-64 |  | 73.11 709 | 74.48 709 | 87.70 713 | 74.03 700 | 55.20 699 | 78.24 711 | 75.71 713 | 65.33 697 | 67.91 699 | 75.60 706 | 69.32 697 | 84.41 714 | 76.93 707 | 68.43 700 | 72.45 709 | 81.18 717 | 56.77 711 | 82.46 714 | 80.34 714 | 68.22 703 | 67.48 712 |
|
| Dean |  | 80.72 718 | 85.82 720 | 83.27 709 | 84.91 716 | 59.53 702 | 75.11 703 | 68.39 706 | 81.59 719 | 88.05 718 | 92.41 723 | 86.98 714 | 92.41 724 | 93.02 724 | 83.11 719 | 73.31 710 | 68.01 707 | 66.13 715 | 94.82 728 | 84.66 720 | 83.28 718 | 69.50 714 |
|
| HanzoNet |  | 77.61 716 | 81.11 718 | 82.83 708 | 77.82 705 | 69.15 710 | 75.25 705 | 69.06 709 | 73.49 710 | 77.84 708 | 82.19 714 | 82.80 710 | 85.42 715 | 86.67 722 | 85.99 721 | 73.64 711 | 85.24 723 | 68.38 716 | 81.71 712 | 75.47 712 | 71.98 710 | 66.24 711 |
|
| Selective-IGEV-i1pa |  | 56.65 695 | 73.08 707 | 56.50 677 | 29.63 674 | 14.87 660 | 94.58 719 | 46.49 693 | 80.65 718 | 87.08 717 | 88.18 721 | 87.03 717 | 74.01 700 | 68.51 697 | 94.68 727 | 74.38 712 | 45.10 694 | 26.62 691 | 26.16 679 | 13.27 678 | 19.40 677 | 32.71 690 |
|
| TCMNet-wrong-test |  | 76.74 713 | 91.47 724 | 89.31 715 | 97.64 726 | 97.35 726 | 94.87 720 | 92.51 721 | 69.78 704 | 65.29 692 | 63.44 694 | 71.10 698 | 65.66 693 | 51.44 682 | 85.29 720 | 74.70 713 | 56.06 701 | 20.22 684 | 83.11 718 | 82.39 716 | 95.02 727 | 88.18 721 |
|
| UNDER WATER |  | 75.92 712 | 79.25 713 | 87.75 714 | 84.39 713 | 66.43 708 | 77.08 709 | 77.22 714 | 66.90 698 | 72.16 702 | 75.32 705 | 71.56 700 | 85.89 720 | 82.15 713 | 70.11 703 | 74.99 714 | 79.34 714 | 53.61 708 | 86.40 720 | 84.53 719 | 71.29 708 | 72.11 715 |
|
| JetBlue |  | 54.08 691 | 45.10 686 | 74.15 700 | 51.17 689 | 47.68 691 | 75.66 707 | 60.97 701 | 63.63 695 | 62.09 687 | 63.32 693 | 64.88 690 | 78.86 704 | 68.17 696 | 68.15 699 | 75.09 715 | 36.86 686 | 24.88 689 | 29.01 683 | 29.12 687 | 28.71 685 | 34.13 691 |
|
| MADNet+ |  | 53.31 690 | 68.61 702 | 98.75 728 | 67.03 697 | 37.58 687 | 79.83 714 | 81.74 716 | 60.38 694 | 61.61 686 | 51.43 677 | 54.92 673 | 61.11 687 | 59.29 693 | 69.66 701 | 76.71 716 | 23.88 680 | 24.03 688 | 17.08 671 | 12.35 677 | 32.47 687 | 27.69 687 |
|
| RSGM-EC |  | 88.03 720 | 67.44 700 | 53.54 664 | 84.82 714 | 87.13 717 | 94.34 717 | 92.20 719 | 94.86 727 | 98.29 727 | 95.56 727 | 98.06 727 | 85.65 716 | 83.07 715 | 79.52 715 | 79.00 717 | 95.80 726 | 97.66 727 | 91.52 725 | 95.19 727 | 95.05 728 | 91.80 727 |
|
| acva |  | 88.03 720 | 67.44 700 | 53.54 664 | 84.82 714 | 87.13 717 | 94.34 717 | 92.20 719 | 94.86 727 | 98.29 727 | 95.56 727 | 98.06 727 | 85.65 716 | 83.07 715 | 79.52 715 | 79.00 717 | 95.80 726 | 97.66 727 | 91.52 725 | 95.19 727 | 95.05 728 | 91.80 727 |
|
| Selective-IGEV-i16pa |  | 56.08 694 | 59.75 696 | 69.90 695 | 21.43 662 | 14.80 659 | 97.01 722 | 29.83 678 | 86.97 721 | 94.48 725 | 85.76 718 | 93.21 720 | 81.88 709 | 74.46 706 | 96.71 729 | 79.25 719 | 30.92 684 | 13.32 680 | 16.91 670 | 7.73 664 | 15.59 668 | 51.73 699 |
|
| KSHMR |  | 88.54 722 | 93.03 725 | 83.31 710 | 95.54 724 | 91.74 723 | 82.37 715 | 83.41 717 | 84.43 720 | 81.99 713 | 87.89 719 | 84.05 711 | 91.94 723 | 81.33 711 | 76.34 711 | 81.76 720 | 96.44 729 | 96.14 726 | 96.69 730 | 97.12 729 | 92.52 726 | 92.67 729 |
|
| DPSimNet_ROB |  | 74.29 711 | 83.27 719 | 59.30 681 | 77.19 703 | 65.13 706 | 75.14 704 | 74.95 712 | 73.99 711 | 76.94 707 | 81.99 712 | 75.48 702 | 80.18 708 | 71.76 700 | 67.39 697 | 84.00 721 | 81.87 718 | 51.14 707 | 79.99 708 | 76.70 713 | 70.17 705 | 79.21 718 |
|
| JetRed |  | 79.55 717 | 79.88 716 | 91.52 718 | 71.05 699 | 75.80 715 | 91.66 716 | 80.11 715 | 79.14 717 | 80.44 711 | 84.35 717 | 84.23 712 | 83.38 711 | 72.48 701 | 79.43 714 | 85.44 722 | 69.33 708 | 81.58 720 | 73.66 703 | 72.56 706 | 82.35 717 | 72.60 716 |
|
| ASD4 |  | 87.72 719 | 90.49 722 | 83.85 711 | 83.29 712 | 90.74 722 | 97.88 724 | 99.60 730 | 88.98 722 | 96.82 726 | 88.24 722 | 93.42 721 | 89.82 721 | 86.15 721 | 88.78 722 | 91.81 723 | 79.31 713 | 81.76 721 | 76.68 705 | 81.50 715 | 83.55 719 | 81.68 719 |
|
| xxxxx1 |  | 91.92 724 | 95.33 727 | 98.45 725 | 87.29 719 | 89.24 719 | 98.50 725 | 98.17 727 | 92.95 723 | 93.21 722 | 93.55 724 | 95.36 724 | 96.99 726 | 96.28 725 | 94.65 724 | 94.94 724 | 83.26 720 | 84.17 722 | 82.90 715 | 88.32 723 | 85.49 722 | 89.37 723 |
|
| tt_ll |  | 91.92 724 | 95.33 727 | 98.45 725 | 87.29 719 | 89.24 719 | 98.50 725 | 98.17 727 | 92.95 723 | 93.21 722 | 93.55 724 | 95.36 724 | 96.99 726 | 96.28 725 | 94.65 724 | 94.94 724 | 83.26 720 | 84.17 722 | 82.90 715 | 88.32 723 | 85.49 722 | 89.37 723 |
|
| ff |  | 91.92 724 | 95.33 727 | 98.45 725 | 87.29 719 | 89.24 719 | 98.50 725 | 98.17 727 | 92.95 723 | 93.21 722 | 93.55 724 | 95.36 724 | 96.99 726 | 96.28 725 | 94.65 724 | 94.94 724 | 83.26 720 | 84.17 722 | 82.90 715 | 88.32 723 | 85.49 722 | 89.37 723 |
|
| MADNet++ |  | 94.16 728 | 94.02 726 | 90.25 716 | 96.28 725 | 96.84 725 | 97.17 723 | 90.16 718 | 94.71 726 | 91.69 721 | 97.07 729 | 93.71 722 | 94.62 725 | 92.63 723 | 96.15 728 | 95.18 727 | 95.42 725 | 95.89 725 | 92.80 727 | 92.23 726 | 92.10 725 | 94.30 731 |
|
| HaxPig |  | 99.40 731 | 99.99 733 | 97.38 723 | 100.00 735 | 100.00 735 | 96.91 721 | 97.35 724 | 99.59 732 | 99.99 734 | 100.00 736 | 100.00 734 | 99.99 737 | 99.99 733 | 99.04 731 | 97.77 728 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 99.99 736 |
|
| MEDIAN_ROB |  | 99.19 729 | 99.84 731 | 99.62 730 | 98.49 727 | 98.51 729 | 98.58 728 | 97.81 726 | 98.80 731 | 98.56 729 | 99.36 733 | 99.49 730 | 99.56 732 | 99.06 729 | 98.35 730 | 98.31 729 | 99.99 732 | 99.63 731 | 100.00 734 | 100.00 735 | 99.81 732 | 99.95 735 |
|
| PML |  | 99.19 729 | 100.00 736 | 98.08 724 | 99.28 730 | 99.53 730 | 100.00 732 | 99.73 731 | 98.24 729 | 99.44 731 | 100.00 736 | 99.57 732 | 98.76 731 | 99.84 731 | 100.00 737 | 98.88 730 | 100.00 733 | 99.54 730 | 100.00 734 | 99.50 732 | 99.90 733 | 93.55 730 |
|
| USTest |  | 93.52 727 | 90.92 723 | 77.74 705 | 87.90 722 | 92.63 724 | 100.00 732 | 100.00 734 | 99.79 733 | 99.80 732 | 99.21 732 | 99.52 731 | 98.03 729 | 99.15 730 | 89.52 723 | 99.31 731 | 90.37 724 | 98.47 729 | 84.34 719 | 87.43 722 | 84.58 721 | 91.71 726 |
|
| Anonymous_1 |  | 99.65 732 | 99.95 732 | 99.93 732 | 99.80 732 | 99.60 731 | 100.00 732 | 100.00 734 | 99.82 735 | 99.98 733 | 99.62 734 | 99.94 733 | 99.75 734 | 100.00 734 | 99.66 732 | 99.88 732 | 98.45 731 | 99.84 732 | 98.73 731 | 99.26 731 | 99.41 731 | 99.36 732 |
|
| test_example2 |  | 99.68 733 | 99.99 733 | 99.99 733 | 100.00 735 | 99.99 734 | 99.86 731 | 99.99 733 | 98.29 730 | 100.00 735 | 100.00 736 | 100.00 734 | 98.15 730 | 98.39 728 | 99.98 734 | 99.98 733 | 100.00 733 | 99.99 734 | 99.40 732 | 99.53 733 | 100.00 736 | 100.00 737 |
|
| ccccc |  | 99.71 734 | 98.19 730 | 100.00 734 | 100.00 735 | 100.00 735 | 99.32 730 | 99.81 732 | 99.79 733 | 99.22 730 | 99.63 735 | 98.80 729 | 99.69 733 | 99.91 732 | 99.95 733 | 99.99 734 | 100.00 733 | 100.00 735 | 99.97 733 | 99.90 734 | 100.00 736 | 100.00 737 |
|
| DPSMNet_ROB |  | 99.95 736 | 100.00 736 | 100.00 734 | 100.00 735 | 100.00 735 | 100.00 732 | 100.00 734 | 100.00 736 | 100.00 735 | 99.15 731 | 100.00 734 | 99.96 735 | 100.00 734 | 99.99 735 | 99.99 734 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 737 |
|
| DGTPSM_ROB |  | 99.95 736 | 100.00 736 | 100.00 734 | 100.00 735 | 100.00 735 | 100.00 732 | 100.00 734 | 100.00 736 | 100.00 735 | 99.14 730 | 100.00 734 | 99.96 735 | 100.00 734 | 99.99 735 | 99.99 734 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 737 |
|
| fast-reg |  | 100.00 740 | 100.00 736 | 100.00 734 | 100.00 735 | 100.00 735 | 100.00 732 | 100.00 734 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 737 |
|
| iinet-test |  | 99.97 738 | 100.00 736 | 100.00 734 | 99.84 733 | 99.86 732 | 100.00 732 | 100.00 734 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 99.93 734 | 99.85 734 |
|
| IINet |  | 99.97 738 | 100.00 736 | 100.00 734 | 99.84 733 | 99.87 733 | 100.00 732 | 100.00 734 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 99.93 734 | 99.84 733 |
|
| Hybrid-DGEV |  | 100.00 740 | 100.00 736 | 100.00 734 | 100.00 735 | 100.00 735 | 100.00 732 | 100.00 734 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 737 |
|
| RAFT-FEzeroshot |  | 100.00 740 | 100.00 736 | 100.00 734 | 100.00 735 | 100.00 735 | 100.00 732 | 100.00 734 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 737 |
|
| RAFT-FE |  | 100.00 740 | 100.00 736 | 100.00 734 | 100.00 735 | 100.00 735 | 100.00 732 | 100.00 734 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 737 |
|
| FlowAnything |  | 100.00 740 | 100.00 736 | 100.00 734 | 100.00 735 | 100.00 735 | 100.00 732 | 100.00 734 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 737 |
|
| Selective-RAFT-Error |  | 100.00 740 | 100.00 736 | 100.00 734 | 100.00 735 | 100.00 735 | 100.00 732 | 100.00 734 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 737 |
|
| tt |  | 89.96 723 | 1.02 131 | 100.00 734 | 99.40 731 | 100.00 735 | 100.00 732 | 100.00 734 | 100.00 736 | 100.00 735 | 78.36 709 | 67.94 695 | 99.99 737 | 100.00 734 | 100.00 737 | 100.00 737 | 95.81 728 | 99.93 733 | 87.43 721 | 86.39 721 | 95.11 730 | 87.89 720 |
|
| CasAABBNet |  | 100.00 740 | 100.00 736 | 100.00 734 | 100.00 735 | 100.00 735 | 100.00 732 | 100.00 734 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 737 |
|
| LSM0 |  | 100.00 740 | 100.00 736 | 100.00 734 | 100.00 735 | 100.00 735 | 100.00 732 | 100.00 734 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 737 |
|
| DPSM_ROB |  | 100.00 740 | 100.00 736 | 100.00 734 | 100.00 735 | 100.00 735 | 100.00 732 | 100.00 734 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 737 |
|
| DPSM |  | 100.00 740 | 100.00 736 | 100.00 734 | 100.00 735 | 100.00 735 | 100.00 732 | 100.00 734 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 737 |
|
| AVERAGE_ROB |  | 99.80 735 | 99.99 733 | 99.40 729 | 100.00 735 | 100.00 735 | 98.99 729 | 97.72 725 | 100.00 736 | 100.00 735 | 100.00 736 | 100.00 734 | 100.00 739 | 100.00 734 | 100.00 737 | 100.00 737 | 100.00 733 | 100.00 735 | 100.00 734 | 100.00 735 | 100.00 736 | 100.00 737 |
|
| FADE |  | | 35.07 679 | | 32.15 676 | 23.61 677 | | | 57.09 691 | 71.09 700 | 43.02 659 | | 43.42 652 | | 58.81 691 | | 37.95 688 | 21.02 685 | 44.59 689 | 42.77 693 | 17.09 672 | 15.50 675 |
|