| NoBS |  | 0.65 1 | 0.60 15 | 3.03 30 | 2.38 67 | 0.31 29 | 0.24 1 | 0.05 22 | 0.79 1 | 0.38 1 | 0.27 1 | 1.08 46 | 0.27 14 | 0.08 1 | 3.07 36 | 0.26 1 | 0.00 1 | 0.02 116 | 0.00 1 | 0.06 372 | 0.13 218 | 0.01 11 |
|
| LACA3 |  | 1.38 27 | 0.90 119 | 2.71 10 | 1.21 2 | 0.85 175 | 2.34 42 | 1.64 223 | 4.58 23 | 1.22 11 | 1.13 34 | 0.63 31 | 0.64 47 | 0.61 41 | 8.78 232 | 0.31 2 | 0.01 157 | 0.01 52 | 0.00 1 | 0.00 1 | 0.03 55 | 0.00 1 |
|
| LACA1 |  | 1.12 12 | 0.73 45 | 2.61 8 | 1.25 3 | 0.59 114 | 2.50 47 | 0.45 87 | 4.45 20 | 0.93 5 | 1.64 80 | 0.22 10 | 0.47 35 | 1.78 115 | 4.39 83 | 0.36 3 | 0.00 1 | 0.03 159 | 0.00 1 | 0.00 1 | 0.02 12 | 0.02 27 |
|
| DF_test |  | 1.16 16 | 0.75 53 | 2.75 11 | 2.67 104 | 1.02 197 | 1.32 15 | 0.02 11 | 2.28 8 | 2.21 56 | 0.82 11 | 0.99 40 | 1.98 121 | 0.78 50 | 3.72 61 | 0.39 4 | 0.08 372 | 0.04 185 | 0.00 1 | 0.00 1 | 1.25 569 | 0.14 259 |
|
| FORCE_6 |  | 1.49 33 | 1.16 199 | 3.19 42 | 2.21 37 | 0.09 1 | 3.83 113 | 0.02 11 | 5.77 64 | 2.59 78 | 0.92 20 | 2.08 69 | 0.80 55 | 1.81 119 | 4.77 95 | 0.41 5 | 0.01 157 | 0.04 185 | 0.00 1 | 0.00 1 | 0.02 12 | 0.00 1 |
|
| LACA_dic |  | 1.15 14 | 0.73 45 | 2.51 4 | 2.24 41 | 0.31 29 | 1.89 27 | 0.06 25 | 3.15 13 | 1.02 8 | 1.64 80 | 0.20 9 | 1.79 110 | 1.58 101 | 5.41 110 | 0.42 6 | 0.04 308 | 0.03 159 | 0.00 1 | 0.00 1 | 0.01 1 | 0.00 1 |
|
| FORCE_5 |  | 1.58 47 | 1.24 230 | 3.65 78 | 2.49 79 | 0.27 20 | 3.25 85 | 0.01 1 | 6.93 119 | 2.66 88 | 0.83 12 | 2.54 84 | 1.23 74 | 1.12 76 | 4.77 95 | 0.44 7 | 0.04 308 | 0.04 185 | 0.01 275 | 0.00 1 | 0.07 136 | 0.00 1 |
|
| DepthFocus |  | 1.04 9 | 0.68 35 | 3.33 50 | 1.97 15 | 0.42 74 | 1.27 11 | 0.87 131 | 2.04 4 | 1.22 11 | 0.66 6 | 1.71 65 | 1.75 104 | 0.90 61 | 3.46 46 | 0.44 7 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.01 1 | 0.04 99 |
|
| LACA2 |  | 1.22 17 | 1.14 190 | 4.34 130 | 1.32 4 | 0.20 8 | 3.03 69 | 0.14 52 | 5.79 67 | 1.12 9 | 1.06 31 | 0.67 32 | 0.56 40 | 0.80 54 | 3.67 58 | 0.44 7 | 0.00 1 | 0.03 159 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 11 |
|
| BridgeDepth |   | 1.59 50 | 0.74 48 | 2.65 9 | 1.86 9 | 0.15 6 | 6.66 343 | 0.05 22 | 5.75 60 | 2.52 69 | 1.38 63 | 0.38 15 | 1.98 121 | 2.79 165 | 4.44 86 | 0.44 7 | 0.00 1 | 0.02 116 | 0.00 1 | 0.00 1 | 0.02 12 | 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 10 | 0.57 7 | 2.29 3 | 2.16 31 | 0.26 14 | 1.22 8 | 0.10 38 | 5.28 43 | 0.91 4 | 0.64 4 | 0.09 4 | 3.41 174 | 0.88 59 | 2.66 23 | 0.46 11 | 0.02 246 | 0.10 375 | 0.00 1 | 0.00 1 | 0.03 55 | 0.04 99 |
|
| PSi22b |  | 1.02 8 | 0.57 7 | 2.28 2 | 2.14 30 | 0.25 11 | 1.23 9 | 0.13 46 | 5.00 35 | 0.90 3 | 0.64 4 | 0.09 4 | 3.29 172 | 0.60 39 | 2.65 22 | 0.46 11 | 0.03 287 | 0.11 398 | 0.00 1 | 0.00 1 | 0.03 55 | 0.03 65 |
|
| derf |  | 1.23 18 | 0.58 10 | 3.00 24 | 2.94 135 | 0.35 50 | 1.60 22 | 0.09 32 | 4.56 22 | 3.52 138 | 1.15 36 | 0.33 13 | 1.14 68 | 0.25 7 | 4.24 78 | 0.48 13 | 0.01 157 | 0.07 296 | 0.00 1 | 0.25 516 | 0.02 12 | 0.02 27 |
|
| Replicate-Monster |  | 2.63 135 | 3.33 560 | 11.97 519 | 2.38 67 | 1.08 210 | 3.13 76 | 0.44 85 | 6.76 114 | 4.42 161 | 3.79 189 | 1.30 53 | 0.66 49 | 1.15 79 | 8.78 232 | 0.48 13 | 0.01 157 | 0.08 334 | 0.00 1 | 0.00 1 | 0.26 315 | 2.68 627 |
|
| PSi22a |  | 0.94 4 | 0.55 5 | 2.07 1 | 2.13 29 | 0.25 11 | 1.14 7 | 0.09 32 | 4.93 34 | 0.89 2 | 0.74 8 | 0.08 2 | 2.33 143 | 1.03 70 | 1.87 3 | 0.49 15 | 0.01 157 | 0.05 226 | 0.00 1 | 0.00 1 | 0.03 55 | 0.03 65 |
|
| MLG-Stereo |  | 1.48 31 | 0.65 32 | 3.04 31 | 2.52 82 | 0.79 165 | 3.11 75 | 0.16 58 | 6.26 93 | 1.80 43 | 0.84 13 | 0.10 8 | 1.51 88 | 0.65 46 | 7.44 175 | 0.53 16 | 0.02 246 | 0.09 353 | 0.00 1 | 0.03 295 | 0.03 55 | 0.02 27 |
|
| mm2 |  | 1.15 14 | 0.62 18 | 2.88 15 | 1.99 18 | 0.33 46 | 1.31 12 | 0.01 1 | 4.81 27 | 2.56 71 | 1.17 37 | 0.47 24 | 2.11 133 | 0.28 10 | 3.83 64 | 0.54 17 | 0.01 157 | 0.02 116 | 0.00 1 | 0.00 1 | 0.02 12 | 0.02 27 |
|
| mm1 |  | 1.12 12 | 0.62 18 | 2.88 15 | 1.99 18 | 0.33 46 | 1.31 12 | 0.01 1 | 4.21 17 | 2.56 71 | 1.17 37 | 0.47 24 | 2.11 133 | 0.28 10 | 3.83 64 | 0.54 17 | 0.01 157 | 0.02 116 | 0.00 1 | 0.00 1 | 0.02 12 | 0.02 27 |
|
| Foundation-i32 |  | 0.97 5 | 0.54 3 | 2.57 6 | 2.24 41 | 0.21 10 | 1.31 12 | 0.09 32 | 4.21 17 | 0.95 6 | 1.20 41 | 0.42 18 | 2.79 163 | 0.29 13 | 1.78 2 | 0.54 17 | 0.02 246 | 0.08 334 | 0.03 330 | 0.00 1 | 0.03 55 | 0.03 65 |
|
| FORCE_4.5 |  | 1.56 44 | 1.04 153 | 4.22 125 | 2.25 45 | 0.13 3 | 3.00 66 | 0.02 11 | 5.99 77 | 2.70 90 | 0.72 7 | 2.29 77 | 0.43 32 | 1.10 73 | 6.68 148 | 0.56 20 | 0.00 1 | 0.03 159 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 11 |
|
| over-6 |  | 1.85 74 | 1.26 237 | 3.73 82 | 2.47 75 | 0.35 50 | 2.67 52 | 0.25 69 | 9.42 199 | 2.07 51 | 1.03 29 | 1.50 60 | 1.02 61 | 2.97 169 | 7.54 179 | 0.56 20 | 0.09 377 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 12 | 0.00 1 |
|
| MLG-Stereo_test1 |  | 1.51 37 | 0.65 32 | 3.00 24 | 2.47 75 | 2.46 372 | 2.84 61 | 0.16 58 | 5.64 55 | 1.77 40 | 0.98 24 | 0.09 4 | 1.53 89 | 0.52 33 | 7.44 175 | 0.56 20 | 0.02 246 | 0.09 353 | 0.00 1 | 0.03 295 | 0.03 55 | 0.02 27 |
|
| VeloStereo |  | 0.98 6 | 0.69 38 | 3.01 26 | 2.02 21 | 0.36 55 | 1.52 20 | 0.04 19 | 2.25 6 | 1.26 15 | 0.80 9 | 0.46 22 | 2.04 128 | 0.99 67 | 3.52 51 | 0.57 23 | 0.00 1 | 0.03 159 | 0.00 1 | 0.01 220 | 0.03 55 | 0.04 99 |
|
| flow |  | 1.07 11 | 0.69 38 | 3.01 26 | 2.02 21 | 0.36 55 | 1.52 20 | 0.04 19 | 2.25 6 | 1.26 15 | 0.80 9 | 0.46 22 | 2.04 128 | 0.99 67 | 5.35 109 | 0.57 23 | 0.00 1 | 0.03 159 | 0.00 1 | 0.01 220 | 0.03 55 | 0.04 99 |
|
| over-8 |  | 1.69 59 | 1.25 233 | 3.48 64 | 3.07 150 | 0.32 35 | 4.01 122 | 0.01 1 | 5.22 37 | 1.74 38 | 1.21 42 | 1.34 55 | 1.34 80 | 2.51 155 | 7.71 184 | 0.57 23 | 0.01 157 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 55 | 0.00 1 |
|
| qqai |  | 1.38 27 | 0.60 15 | 3.39 55 | 2.92 132 | 0.35 50 | 1.60 22 | 0.11 43 | 5.17 36 | 3.33 131 | 1.10 32 | 0.34 14 | 3.06 168 | 0.27 8 | 4.38 82 | 0.57 23 | 0.02 246 | 0.06 266 | 0.00 1 | 0.28 532 | 0.02 12 | 0.03 65 |
|
| GCAP-Stereo-DPT-36K |  | 4.05 244 | 10.05 658 | 27.86 655 | 2.06 24 | 3.89 464 | 3.82 112 | 1.73 250 | 8.20 166 | 3.20 119 | 2.36 129 | 4.75 160 | 2.89 164 | 2.70 160 | 4.26 80 | 0.58 27 | 0.04 308 | 0.14 444 | 0.00 1 | 0.44 591 | 0.47 441 | 1.52 587 |
|
| StereoAnything_RVC |  | 2.31 109 | 11.20 672 | 4.65 146 | 2.23 39 | 0.14 4 | 1.49 19 | 0.17 62 | 4.50 21 | 1.24 13 | 1.03 29 | 0.06 1 | 0.20 3 | 3.60 201 | 8.05 198 | 0.59 28 | 0.02 246 | 0.11 398 | 0.00 1 | 0.00 1 | 6.97 672 | 0.03 65 |
|
| IGEV-Stereo++ |  | 2.20 97 | 0.79 69 | 3.67 80 | 3.72 225 | 3.17 421 | 3.39 91 | 0.10 38 | 8.37 176 | 3.77 143 | 2.11 115 | 4.25 136 | 2.01 125 | 4.78 270 | 2.96 31 | 0.59 28 | 0.01 157 | 0.02 116 | 0.08 412 | 0.00 1 | 0.06 111 | 0.05 131 |
|
| WAFT-Stereo (ZS) |  | 0.89 2 | 0.68 35 | 2.58 7 | 1.08 1 | 0.31 29 | 1.44 17 | 0.13 46 | 3.02 11 | 1.19 10 | 1.69 83 | 1.00 41 | 0.16 1 | 0.20 6 | 3.69 59 | 0.60 30 | 0.01 157 | 0.01 52 | 0.01 275 | 0.05 349 | 0.02 12 | 0.01 11 |
|
| GCAP-Stereo-DPT-20K |  | 3.44 201 | 0.76 59 | 17.99 612 | 1.92 12 | 2.08 343 | 4.60 167 | 1.60 215 | 7.55 139 | 3.25 123 | 2.62 144 | 5.03 177 | 3.50 181 | 4.57 250 | 1.99 5 | 0.60 30 | 0.04 308 | 0.16 462 | 0.00 1 | 0.20 484 | 0.89 544 | 9.42 704 |
|
| FoundationStereo |  | 1.26 19 | 0.73 45 | 2.84 14 | 2.65 99 | 0.58 111 | 2.31 39 | 0.61 103 | 3.40 15 | 1.57 27 | 1.89 100 | 0.09 4 | 2.61 153 | 2.90 168 | 2.37 17 | 0.60 30 | 0.04 308 | 0.04 185 | 0.00 1 | 0.00 1 | 0.02 12 | 0.03 65 |
|
| GCAPDPT-zeroshot4090 |  | 3.44 201 | 0.76 59 | 17.99 612 | 1.92 12 | 2.08 343 | 4.60 167 | 1.60 215 | 7.55 139 | 3.25 123 | 2.62 144 | 5.03 177 | 3.50 181 | 4.57 250 | 1.99 5 | 0.60 30 | 0.04 308 | 0.16 462 | 0.00 1 | 0.20 484 | 0.89 544 | 9.42 704 |
|
| depth_test_26 |  | 1.49 33 | 0.71 41 | 3.27 45 | 2.28 52 | 0.49 92 | 1.24 10 | 0.09 32 | 3.12 12 | 2.29 58 | 0.41 2 | 7.44 234 | 2.01 125 | 1.14 77 | 4.48 90 | 0.61 34 | 0.01 157 | 0.05 226 | 0.00 1 | 0.03 295 | 0.03 55 | 0.12 231 |
|
| aanet-new-32k |  | 2.32 110 | 1.33 262 | 5.55 228 | 2.88 125 | 1.83 311 | 5.87 297 | 1.73 250 | 7.45 135 | 1.37 18 | 1.71 85 | 4.22 134 | 2.66 158 | 6.13 334 | 2.81 27 | 0.64 35 | 0.00 1 | 0.12 411 | 0.00 1 | 0.00 1 | 0.08 154 | 0.09 188 |
|
| aanet-new-30k |  | 2.32 110 | 1.33 262 | 5.55 228 | 2.88 125 | 1.83 311 | 5.87 297 | 1.73 250 | 7.45 135 | 1.37 18 | 1.71 85 | 4.22 134 | 2.66 158 | 6.13 334 | 2.81 27 | 0.64 35 | 0.00 1 | 0.12 411 | 0.00 1 | 0.00 1 | 0.08 154 | 0.09 188 |
|
| MLG-Stereo_test2 |  | 1.52 38 | 0.64 26 | 2.81 13 | 2.52 82 | 1.79 310 | 2.76 58 | 0.16 58 | 4.70 25 | 1.80 43 | 1.75 90 | 0.08 2 | 3.21 171 | 0.17 4 | 7.28 167 | 0.64 35 | 0.02 246 | 0.11 398 | 0.00 1 | 0.00 1 | 0.04 86 | 0.03 65 |
|
| IGEV |   | 1.86 75 | 0.58 10 | 3.90 98 | 2.40 69 | 3.49 443 | 4.20 134 | 0.97 141 | 7.16 127 | 3.22 120 | 2.00 109 | 4.16 132 | 0.26 13 | 0.62 44 | 3.40 45 | 0.65 38 | 0.03 287 | 0.09 353 | 0.00 1 | 0.00 1 | 0.03 55 | 0.02 27 |
|
| over-9 |  | 1.69 59 | 1.39 284 | 3.63 71 | 2.94 135 | 0.33 46 | 3.77 110 | 0.02 11 | 5.32 47 | 1.78 41 | 1.29 48 | 0.98 39 | 1.27 76 | 2.62 157 | 7.78 189 | 0.66 39 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.04 86 | 0.00 1 |
|
| GCAP-Stereo-DPT-50K |  | 4.15 246 | 9.32 649 | 33.97 675 | 2.49 79 | 3.65 451 | 2.87 62 | 1.51 196 | 8.07 161 | 2.71 91 | 2.04 112 | 4.75 160 | 3.05 166 | 3.21 177 | 2.20 11 | 0.66 39 | 0.03 287 | 0.19 486 | 0.00 1 | 0.41 579 | 0.75 528 | 1.05 555 |
|
| GCAP-Stereo-DPT-24K |  | 2.12 91 | 0.85 97 | 4.64 145 | 2.77 112 | 1.97 333 | 3.66 106 | 1.64 223 | 8.33 173 | 3.33 131 | 1.46 68 | 3.30 102 | 0.63 45 | 4.15 220 | 2.05 9 | 0.67 41 | 0.02 246 | 0.17 469 | 0.00 1 | 0.43 587 | 0.26 315 | 2.07 610 |
|
| FORCE_4 |  | 1.63 58 | 0.98 137 | 4.53 141 | 2.20 36 | 0.12 2 | 3.96 119 | 0.93 137 | 5.49 49 | 2.41 66 | 0.55 3 | 2.02 68 | 1.17 69 | 1.39 93 | 5.97 125 | 0.68 42 | 0.10 385 | 0.00 1 | 0.00 1 | 0.00 1 | 0.05 103 | 0.01 11 |
|
| GCAP-Stereo-DPT-25K |  | 2.45 123 | 0.84 89 | 4.09 115 | 2.41 70 | 1.89 324 | 3.98 120 | 1.61 218 | 11.16 248 | 5.53 203 | 2.00 109 | 4.92 172 | 2.56 151 | 3.54 196 | 2.27 12 | 0.68 42 | 0.02 246 | 0.17 469 | 0.00 1 | 0.43 587 | 0.12 209 | 0.81 523 |
|
| Test_v1 |  | 1.60 54 | 0.76 59 | 3.26 44 | 2.18 33 | 1.25 234 | 2.17 36 | 0.16 58 | 7.01 122 | 3.12 118 | 1.44 67 | 2.91 95 | 1.49 86 | 1.02 69 | 4.48 90 | 0.68 42 | 0.01 157 | 0.04 185 | 0.00 1 | 0.00 1 | 0.03 55 | 0.04 99 |
|
| DEFOM-Stereo |  | 2.21 99 | 0.88 105 | 3.63 71 | 3.42 187 | 0.89 183 | 13.14 476 | 0.83 126 | 4.68 24 | 1.96 50 | 2.72 151 | 1.66 63 | 0.59 41 | 0.54 36 | 8.53 216 | 0.68 42 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 12 | 0.02 27 |
|
| IGEV-Stereo+ |  | 2.77 145 | 0.92 122 | 4.09 115 | 3.14 157 | 4.62 520 | 2.57 48 | 0.70 111 | 4.34 19 | 2.29 58 | 1.76 92 | 0.59 30 | 0.77 54 | 3.49 194 | 8.65 225 | 0.68 42 | 0.03 287 | 0.10 375 | 0.00 1 | 0.24 510 | 5.77 666 | 10.68 709 |
|
| LiteMatch* |   | 1.32 24 | 0.85 97 | 4.93 167 | 2.28 52 | 0.28 23 | 2.07 31 | 0.03 16 | 4.90 33 | 2.57 76 | 1.39 64 | 0.67 32 | 1.58 93 | 0.52 33 | 3.52 51 | 0.69 47 | 0.01 157 | 0.01 52 | 0.00 1 | 0.00 1 | 0.04 86 | 0.06 148 |
|
| SGD-Stereo |  | 1.88 76 | 0.76 59 | 3.80 90 | 2.37 66 | 0.33 46 | 3.48 96 | 0.93 137 | 6.52 105 | 2.22 57 | 3.84 192 | 1.08 46 | 1.78 106 | 1.34 88 | 8.32 208 | 0.70 48 | 0.09 377 | 0.01 52 | 0.00 1 | 0.00 1 | 0.06 111 | 0.03 65 |
|
| U |  | 3.65 219 | 0.64 26 | 5.91 251 | 3.91 242 | 11.89 695 | 11.50 443 | 0.20 65 | 7.66 145 | 5.38 196 | 1.79 94 | 2.55 85 | 0.76 53 | 1.61 103 | 2.34 14 | 0.70 48 | 0.00 1 | 0.04 185 | 10.60 710 | 5.47 699 | 0.04 86 | 0.02 27 |
|
| AIO_test |  | 2.59 134 | 0.89 110 | 4.07 113 | 3.70 223 | 2.35 365 | 5.35 244 | 2.39 338 | 8.10 162 | 4.33 157 | 1.35 52 | 4.60 151 | 4.27 202 | 1.35 90 | 7.29 169 | 0.71 50 | 0.76 583 | 0.07 296 | 0.00 1 | 0.09 410 | 0.06 111 | 0.03 65 |
|
| over v1 |  | 1.81 70 | 1.37 275 | 3.35 51 | 2.87 123 | 0.31 29 | 4.66 173 | 0.01 1 | 5.35 48 | 2.07 51 | 1.17 37 | 1.50 60 | 1.32 79 | 3.47 191 | 7.94 194 | 0.74 51 | 0.01 157 | 0.01 52 | 0.00 1 | 0.00 1 | 0.03 55 | 0.00 1 |
|
| Monster-pub-mixall |  | 1.84 73 | 0.85 97 | 3.45 62 | 2.27 46 | 0.94 193 | 2.43 45 | 0.54 96 | 6.32 100 | 2.65 87 | 3.04 165 | 3.56 111 | 0.38 30 | 0.49 30 | 8.93 242 | 0.74 51 | 0.01 157 | 0.06 266 | 0.00 1 | 0.00 1 | 0.04 86 | 0.04 99 |
|
| castereo++ |  | 3.52 210 | 1.28 243 | 3.96 102 | 3.76 231 | 2.61 382 | 16.87 565 | 1.95 300 | 7.57 141 | 8.51 281 | 2.26 122 | 4.54 148 | 5.10 227 | 2.04 129 | 8.75 231 | 0.74 51 | 0.00 1 | 0.15 451 | 0.00 1 | 0.35 562 | 0.05 103 | 0.02 27 |
|
| rgla |  | 1.61 56 | 1.09 173 | 4.67 147 | 2.51 81 | 3.68 453 | 4.15 127 | 0.03 16 | 5.64 55 | 2.61 83 | 0.92 20 | 0.78 36 | 0.25 10 | 1.14 77 | 3.81 62 | 0.75 54 | 0.00 1 | 0.02 116 | 0.00 1 | 0.01 220 | 0.08 154 | 0.03 65 |
|
| MGA |  | 1.52 38 | 0.75 53 | 3.13 40 | 2.32 58 | 1.59 281 | 3.94 117 | 0.86 129 | 4.84 29 | 2.96 110 | 1.47 69 | 1.42 57 | 1.41 83 | 0.19 5 | 4.46 87 | 0.75 54 | 0.03 287 | 0.15 451 | 0.00 1 | 0.00 1 | 0.06 111 | 0.04 99 |
|
| MSE-Stereo |  | 1.49 33 | 0.75 53 | 3.35 51 | 2.32 58 | 1.32 246 | 3.23 82 | 0.68 107 | 5.27 40 | 2.97 111 | 1.47 69 | 0.87 37 | 1.67 97 | 0.35 16 | 4.46 87 | 0.75 54 | 0.03 287 | 0.15 451 | 0.00 1 | 0.00 1 | 0.06 111 | 0.04 99 |
|
| GCAP-Stereo-DPT-22K |  | 2.52 132 | 0.89 110 | 4.37 132 | 3.28 174 | 3.42 436 | 3.39 91 | 1.45 185 | 7.88 151 | 3.22 120 | 2.29 125 | 7.74 238 | 3.46 176 | 5.13 290 | 2.00 7 | 0.75 54 | 0.02 246 | 0.30 556 | 0.00 1 | 0.43 587 | 0.11 203 | 0.27 385 |
|
| 416test1013 |  | 1.60 54 | 0.97 135 | 4.71 153 | 2.88 125 | 3.51 444 | 4.22 136 | 0.05 22 | 5.31 46 | 2.64 86 | 0.90 16 | 0.43 19 | 0.29 17 | 2.09 131 | 3.02 33 | 0.76 58 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.10 191 | 0.03 65 |
|
| small-0shot |  | 1.30 23 | 0.80 73 | 3.44 59 | 1.62 7 | 0.88 180 | 1.41 16 | 1.95 300 | 3.34 14 | 1.24 13 | 1.25 45 | 4.13 130 | 1.63 95 | 0.34 15 | 3.17 42 | 0.76 58 | 0.02 246 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 12 | 0.02 27 |
|
| 416test |  | 1.53 41 | 0.95 126 | 4.57 142 | 2.87 123 | 3.55 447 | 3.71 108 | 0.04 19 | 5.29 44 | 2.63 84 | 0.97 23 | 0.49 27 | 0.29 17 | 1.86 124 | 2.42 18 | 0.77 60 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.08 154 | 0.03 65 |
|
| aanet-new-90k |  | 2.42 121 | 1.26 237 | 9.16 432 | 2.92 132 | 1.53 275 | 3.13 76 | 1.43 184 | 6.60 108 | 1.73 37 | 0.84 13 | 3.32 104 | 0.91 59 | 5.09 289 | 9.29 259 | 0.80 61 | 0.00 1 | 0.05 226 | 0.00 1 | 0.00 1 | 0.05 103 | 0.25 375 |
|
| aanet-new-34k |  | 2.22 101 | 1.33 262 | 6.99 305 | 2.55 88 | 0.37 59 | 2.69 53 | 1.58 211 | 8.25 169 | 2.14 54 | 1.11 33 | 5.28 184 | 2.45 146 | 6.42 350 | 2.04 8 | 0.80 61 | 0.00 1 | 0.08 334 | 0.03 330 | 0.02 266 | 0.07 136 | 0.20 330 |
|
| gcap_with_dpt |  | 2.78 147 | 0.83 83 | 5.55 228 | 3.02 147 | 4.35 503 | 5.14 231 | 1.31 169 | 7.11 125 | 4.14 152 | 5.93 251 | 11.93 307 | 2.05 131 | 0.57 37 | 2.55 20 | 0.80 61 | 0.00 1 | 0.08 334 | 0.01 275 | 0.09 410 | 0.11 203 | 0.05 131 |
|
| aanet-new-28k |  | 2.16 94 | 1.14 190 | 7.58 331 | 2.96 141 | 0.49 92 | 4.51 156 | 1.81 276 | 6.35 101 | 2.32 60 | 1.74 89 | 4.46 145 | 1.54 90 | 4.71 263 | 2.29 13 | 0.81 64 | 0.00 1 | 0.04 185 | 0.00 1 | 0.29 536 | 0.07 136 | 0.08 181 |
|
| LGtest1 |  | 1.48 31 | 0.75 53 | 4.03 107 | 2.33 61 | 0.65 130 | 3.02 68 | 0.11 43 | 6.12 88 | 1.51 23 | 1.41 66 | 1.48 58 | 0.65 48 | 0.93 63 | 5.60 113 | 0.81 64 | 0.03 287 | 0.12 411 | 0.00 1 | 0.00 1 | 0.10 191 | 0.04 99 |
|
| 252Zero-FE |  | 1.52 38 | 0.84 89 | 3.49 65 | 2.85 121 | 0.54 104 | 1.97 30 | 0.08 29 | 6.14 89 | 4.11 151 | 1.76 92 | 3.45 110 | 0.16 1 | 0.27 8 | 3.61 56 | 0.82 66 | 0.01 157 | 0.10 375 | 0.08 412 | 0.04 319 | 0.04 86 | 0.03 65 |
|
| LG-Stereo_L2 |  | 1.59 50 | 0.87 103 | 4.31 127 | 2.54 86 | 0.69 138 | 2.76 58 | 0.44 85 | 6.85 118 | 1.57 27 | 1.59 75 | 0.39 17 | 0.39 31 | 0.52 33 | 7.85 192 | 0.82 66 | 0.04 308 | 0.12 411 | 0.00 1 | 0.00 1 | 0.03 55 | 0.02 27 |
|
| SCION-M(vits-remse) |  | 2.78 147 | 0.74 48 | 14.97 575 | 10.56 622 | 1.61 284 | 6.03 313 | 0.13 46 | 6.02 79 | 2.87 102 | 1.35 52 | 2.11 70 | 0.30 19 | 0.36 18 | 6.72 149 | 0.83 68 | 0.82 595 | 0.16 462 | 0.00 1 | 0.02 266 | 0.02 12 | 0.02 27 |
|
| SCION-Mon(vits-remp) |  | 4.42 253 | 4.67 591 | 14.97 575 | 10.56 622 | 8.33 656 | 29.06 663 | 0.13 46 | 6.02 79 | 2.87 102 | 1.35 52 | 2.11 70 | 0.30 19 | 0.36 18 | 6.72 149 | 0.83 68 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 266 | 0.02 12 | 0.02 27 |
|
| monster-pro |  | 1.75 65 | 0.74 48 | 3.64 73 | 2.27 46 | 1.62 287 | 5.99 304 | 0.14 52 | 6.02 79 | 2.87 102 | 1.35 52 | 2.11 70 | 0.30 19 | 0.36 18 | 6.78 154 | 0.83 68 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 266 | 0.02 12 | 0.02 27 |
|
| PointNet |  | 1.43 29 | 0.63 23 | 3.11 37 | 2.08 26 | 0.29 27 | 2.64 51 | 0.19 64 | 5.26 39 | 3.30 130 | 1.94 101 | 0.68 34 | 2.46 147 | 0.28 10 | 4.68 94 | 0.83 68 | 0.01 157 | 0.09 353 | 0.00 1 | 0.02 266 | 0.02 12 | 0.03 65 |
|
| aanet-new-78k |  | 2.47 128 | 1.27 240 | 10.18 482 | 3.08 152 | 0.28 23 | 2.19 37 | 1.35 177 | 6.66 111 | 1.44 21 | 1.58 74 | 4.08 129 | 1.02 61 | 6.47 352 | 8.61 219 | 0.83 68 | 0.00 1 | 0.04 185 | 0.00 1 | 0.00 1 | 0.03 55 | 0.22 350 |
|
| MonStereo |  | 1.76 67 | 0.75 53 | 3.64 73 | 2.27 46 | 1.61 284 | 6.04 315 | 0.14 52 | 6.02 79 | 2.88 106 | 1.35 52 | 2.11 70 | 0.30 19 | 0.36 18 | 6.84 156 | 0.83 68 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 220 | 0.02 12 | 0.02 27 |
|
| Monster-pub-eth3d |  | 1.75 65 | 0.75 53 | 3.64 73 | 2.27 46 | 1.62 287 | 6.02 312 | 0.14 52 | 6.02 79 | 2.87 102 | 1.35 52 | 2.11 70 | 0.30 19 | 0.36 18 | 6.59 141 | 0.83 68 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 266 | 0.02 12 | 0.02 27 |
|
| MonSter |  | 1.74 64 | 0.74 48 | 3.64 73 | 2.27 46 | 1.62 287 | 6.01 309 | 0.13 46 | 6.02 79 | 2.88 106 | 1.35 52 | 2.11 70 | 0.30 19 | 0.36 18 | 6.50 138 | 0.83 68 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 266 | 0.02 12 | 0.02 27 |
|
| CAR |  | 1.55 43 | 0.76 59 | 3.35 51 | 2.32 58 | 1.32 246 | 3.23 82 | 0.68 107 | 5.27 40 | 2.97 111 | 2.35 128 | 0.87 37 | 1.67 97 | 0.35 16 | 4.80 98 | 0.84 76 | 0.03 287 | 0.16 462 | 0.00 1 | 0.00 1 | 0.06 111 | 0.04 99 |
|
| MonSter++ |  | 1.28 21 | 0.63 23 | 2.88 15 | 2.00 20 | 0.32 35 | 2.14 35 | 0.01 1 | 4.86 32 | 2.56 71 | 1.63 78 | 0.45 20 | 2.17 137 | 1.25 83 | 3.81 62 | 0.84 76 | 0.01 157 | 0.02 116 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 27 |
|
| LGCAT |  | 1.26 19 | 0.62 18 | 2.91 20 | 2.64 98 | 0.31 29 | 1.47 18 | 0.01 1 | 2.88 10 | 1.65 34 | 1.31 50 | 0.45 20 | 1.79 110 | 1.38 92 | 5.91 124 | 0.85 78 | 0.10 385 | 0.42 584 | 0.00 1 | 0.00 1 | 0.01 1 | 0.44 450 |
|
| aanet-new-40k |  | 2.30 105 | 1.29 247 | 8.15 365 | 2.62 97 | 2.23 354 | 5.47 251 | 1.80 272 | 6.79 115 | 1.59 32 | 1.14 35 | 4.71 158 | 1.12 67 | 5.55 307 | 2.35 15 | 0.85 78 | 0.00 1 | 0.06 266 | 0.02 310 | 0.04 319 | 0.04 86 | 0.18 308 |
|
| GCAP-Stereo-DPT-3K |  | 3.15 181 | 0.89 110 | 5.41 209 | 2.73 107 | 4.54 517 | 4.68 176 | 1.28 165 | 9.18 198 | 9.89 307 | 5.93 251 | 11.97 308 | 1.79 110 | 0.42 27 | 3.06 35 | 0.85 78 | 0.00 1 | 0.07 296 | 0.00 1 | 0.07 385 | 0.09 167 | 0.04 99 |
|
| GeoVLM |  | 1.29 22 | 0.62 18 | 2.88 15 | 2.04 23 | 0.32 35 | 2.13 32 | 0.01 1 | 4.81 27 | 2.57 76 | 1.67 82 | 0.50 28 | 2.09 132 | 1.29 85 | 3.91 67 | 0.85 78 | 0.01 157 | 0.02 116 | 0.00 1 | 0.00 1 | 0.02 12 | 0.02 27 |
|
| LG-Stereo_L1 |  | 1.59 50 | 0.89 110 | 4.07 113 | 2.55 88 | 0.95 194 | 2.93 63 | 0.50 91 | 6.75 113 | 1.54 24 | 1.32 51 | 0.24 11 | 0.50 37 | 0.59 38 | 7.91 193 | 0.85 78 | 0.04 308 | 0.12 411 | 0.01 275 | 0.00 1 | 0.03 55 | 0.02 27 |
|
| GREAT-IGEV |   | 2.18 96 | 1.15 197 | 4.04 109 | 2.89 129 | 0.69 138 | 2.95 65 | 0.20 65 | 5.82 68 | 5.88 210 | 0.92 20 | 5.07 180 | 1.08 65 | 1.46 98 | 9.60 268 | 0.86 83 | 0.00 1 | 0.13 427 | 0.00 1 | 0.24 510 | 0.14 225 | 0.46 457 |
| Jiahao LI, Xinhong Chen, Zhengmin JIANG, Qian Zhou, Yung-Hui Li, Jianping Wang: Global Regulation and Excitation via Attention Tuning for Stereo Matching. ICCV2025 |
| TT111 |  | 1.54 42 | 0.72 42 | 3.74 83 | 2.33 61 | 0.25 11 | 2.13 32 | 0.07 27 | 5.23 38 | 3.35 134 | 2.52 137 | 0.29 12 | 4.89 223 | 0.29 13 | 3.92 68 | 0.87 84 | 0.01 157 | 0.10 375 | 0.00 1 | 0.00 1 | 0.02 12 | 0.09 188 |
|
| BridgeDepth_RVC |   | 1.46 30 | 0.72 42 | 2.76 12 | 1.47 6 | 0.75 160 | 4.05 126 | 0.01 1 | 5.97 75 | 1.58 31 | 1.29 48 | 1.19 51 | 1.02 61 | 2.98 171 | 3.52 51 | 0.87 84 | 0.79 589 | 0.08 334 | 0.12 460 | 0.05 349 | 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 |
| anonymous |  | 1.69 59 | 1.18 206 | 3.53 66 | 2.59 94 | 0.64 125 | 0.79 4 | 1.14 154 | 2.34 9 | 2.34 63 | 3.20 170 | 6.92 224 | 2.58 152 | 0.61 41 | 4.97 104 | 0.88 86 | 0.02 246 | 0.01 52 | 0.00 1 | 0.00 1 | 0.03 55 | 0.06 148 |
|
| CSFM-Stereo |  | 1.49 33 | 0.59 12 | 3.11 37 | 2.47 75 | 0.31 29 | 3.07 71 | 0.15 56 | 6.28 99 | 2.36 64 | 2.48 135 | 1.08 46 | 1.50 87 | 1.10 73 | 4.29 81 | 0.89 87 | 0.02 246 | 0.02 116 | 0.00 1 | 0.00 1 | 0.02 12 | 0.03 65 |
|
| aanet-new-60k |  | 2.64 136 | 1.31 255 | 9.62 451 | 2.69 105 | 0.91 188 | 6.94 354 | 1.66 226 | 6.67 112 | 1.57 27 | 1.53 72 | 3.90 126 | 2.64 156 | 3.38 187 | 8.81 237 | 0.90 88 | 0.00 1 | 0.07 296 | 0.01 275 | 0.01 220 | 0.04 86 | 0.20 330 |
|
| GCAP-Stereo-DPT-2K |  | 3.06 173 | 0.86 100 | 5.37 206 | 2.84 118 | 4.43 507 | 4.03 124 | 1.27 164 | 7.50 137 | 7.27 254 | 6.46 262 | 12.28 313 | 2.19 139 | 0.60 39 | 4.86 100 | 0.90 88 | 0.00 1 | 0.07 296 | 0.00 1 | 0.08 394 | 0.09 167 | 0.05 131 |
|
| Wavelet-MonSter |  | 1.61 56 | 0.84 89 | 4.03 107 | 2.47 75 | 2.55 378 | 2.93 63 | 0.03 16 | 4.71 26 | 1.40 20 | 1.96 102 | 4.34 138 | 0.34 28 | 0.83 58 | 4.87 101 | 0.90 88 | 0.00 1 | 0.03 159 | 0.02 310 | 0.00 1 | 0.02 12 | 0.03 65 |
|
| aanet-new-36k |  | 2.47 128 | 1.13 187 | 5.18 190 | 2.94 135 | 0.28 23 | 5.32 242 | 1.22 160 | 7.53 138 | 2.20 55 | 1.37 62 | 4.35 140 | 1.56 92 | 6.50 355 | 8.66 227 | 0.91 91 | 0.00 1 | 0.07 296 | 0.02 310 | 0.00 1 | 0.03 55 | 0.14 259 |
|
| Foundation-i1c-attn |  | 2.71 140 | 0.60 15 | 3.06 32 | 2.24 41 | 0.51 97 | 5.22 234 | 4.50 436 | 8.99 194 | 3.66 141 | 3.62 184 | 3.42 107 | 5.81 248 | 4.90 274 | 6.67 147 | 0.91 91 | 0.02 246 | 0.09 353 | 0.00 1 | 0.00 1 | 0.02 12 | 0.06 148 |
|
| Foundation-i1b |  | 2.92 160 | 0.62 18 | 3.27 45 | 2.10 27 | 0.80 169 | 6.05 316 | 4.79 447 | 9.72 213 | 3.49 137 | 4.53 216 | 3.28 101 | 6.44 269 | 5.47 303 | 6.76 153 | 0.92 93 | 0.02 246 | 0.09 353 | 0.00 1 | 0.00 1 | 0.02 12 | 0.03 65 |
|
| testmc14 |  | 1.36 26 | 0.57 7 | 3.06 32 | 2.59 94 | 0.35 50 | 3.43 94 | 0.73 115 | 3.49 16 | 1.80 43 | 1.39 64 | 2.52 82 | 2.65 157 | 1.41 95 | 2.18 10 | 0.93 94 | 0.00 1 | 0.02 116 | 0.00 1 | 0.02 266 | 0.03 55 | 0.10 201 |
|
| asd |  | 2.06 85 | 0.78 64 | 3.85 93 | 2.45 72 | 2.18 351 | 3.99 121 | 0.35 78 | 6.94 120 | 2.60 79 | 2.99 162 | 2.79 93 | 0.52 38 | 2.27 142 | 8.33 209 | 0.93 94 | 0.02 246 | 0.01 52 | 0.00 1 | 0.00 1 | 0.07 136 | 0.11 220 |
|
| GCAP-Stereo-DPT-cres |  | 2.79 149 | 0.82 79 | 4.94 168 | 2.88 125 | 4.51 515 | 7.85 376 | 1.68 230 | 7.92 153 | 2.72 92 | 2.50 136 | 5.74 203 | 3.82 192 | 6.75 368 | 2.59 21 | 0.94 96 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 203 | 0.03 65 |
|
| 3.75w |  | 2.32 110 | 0.89 110 | 3.85 93 | 2.45 72 | 3.23 426 | 8.15 382 | 1.42 182 | 5.77 64 | 2.79 99 | 2.60 142 | 4.64 155 | 0.31 25 | 2.77 164 | 6.56 140 | 0.94 96 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.06 111 | 0.05 131 |
|
| 111111 |  | 2.45 123 | 1.01 145 | 3.89 97 | 3.60 214 | 4.13 483 | 3.49 99 | 0.23 68 | 8.63 184 | 3.25 123 | 2.15 116 | 4.26 137 | 2.29 142 | 2.03 127 | 8.86 240 | 0.94 96 | 0.01 157 | 0.02 116 | 0.08 412 | 0.00 1 | 0.14 225 | 0.04 99 |
|
| monsters |  | 2.21 99 | 1.25 233 | 4.09 115 | 3.59 213 | 4.35 503 | 2.20 38 | 0.18 63 | 8.31 172 | 2.84 101 | 4.11 204 | 2.86 94 | 0.20 3 | 0.76 49 | 8.41 211 | 0.95 99 | 0.01 157 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 12 | 0.01 11 |
|
| AdaDepth |  | 2.20 97 | 0.82 79 | 4.90 165 | 3.27 173 | 2.91 407 | 3.54 103 | 0.70 111 | 5.30 45 | 3.05 116 | 1.73 88 | 3.31 103 | 0.49 36 | 1.60 102 | 10.91 325 | 0.96 100 | 0.03 287 | 0.11 398 | 0.00 1 | 0.23 500 | 0.04 86 | 0.03 65 |
|
| dual_stereo |  | 1.57 45 | 0.64 26 | 2.56 5 | 2.33 61 | 0.47 85 | 2.62 49 | 0.08 29 | 4.85 30 | 1.95 49 | 1.01 28 | 0.69 35 | 1.90 119 | 0.61 41 | 10.34 293 | 0.96 100 | 0.01 157 | 0.20 492 | 0.00 1 | 0.18 465 | 0.01 1 | 0.03 65 |
|
| 4.5_new |  | 1.82 71 | 0.79 69 | 3.44 59 | 2.35 64 | 1.84 313 | 5.69 281 | 1.28 165 | 5.59 53 | 2.60 79 | 3.74 187 | 3.37 105 | 0.43 32 | 0.97 64 | 3.16 40 | 0.98 102 | 0.01 157 | 0.01 52 | 0.00 1 | 0.00 1 | 0.07 136 | 0.16 289 |
|
| 4.5w-stereo |  | 1.83 72 | 0.79 69 | 3.45 62 | 2.35 64 | 1.84 313 | 5.69 281 | 1.29 168 | 5.59 53 | 2.60 79 | 3.75 188 | 3.37 105 | 0.43 32 | 0.97 64 | 3.16 40 | 0.98 102 | 0.01 157 | 0.01 52 | 0.00 1 | 0.00 1 | 0.07 136 | 0.16 289 |
|
| aanet-new |  | 3.09 177 | 1.23 223 | 5.57 233 | 4.01 247 | 2.64 387 | 10.34 412 | 1.80 272 | 7.22 129 | 1.74 38 | 1.88 99 | 5.05 179 | 2.33 143 | 7.68 387 | 9.12 252 | 0.99 104 | 0.01 157 | 0.07 296 | 0.00 1 | 0.00 1 | 0.05 103 | 0.05 131 |
|
| 4.25_new |  | 1.94 78 | 0.81 74 | 3.74 83 | 2.82 114 | 2.69 389 | 4.37 143 | 2.37 334 | 5.76 61 | 2.78 96 | 1.99 106 | 3.60 112 | 0.23 5 | 2.40 148 | 4.13 72 | 0.99 104 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 12 | 0.07 166 |
|
| 4.5w_new |  | 1.94 78 | 0.81 74 | 3.74 83 | 2.82 114 | 2.69 389 | 4.37 143 | 2.37 334 | 5.76 61 | 2.78 96 | 1.99 106 | 3.60 112 | 0.23 5 | 2.40 148 | 4.13 72 | 0.99 104 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 12 | 0.07 166 |
|
| 4.25w-stereo |  | 1.94 78 | 0.81 74 | 3.74 83 | 2.82 114 | 2.69 389 | 4.37 143 | 2.37 334 | 5.76 61 | 2.78 96 | 1.99 106 | 3.60 112 | 0.23 5 | 2.40 148 | 4.13 72 | 0.99 104 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 12 | 0.07 166 |
|
| 3.25w_new |  | 2.24 103 | 0.88 105 | 3.97 103 | 2.28 52 | 1.34 255 | 6.00 306 | 1.19 157 | 6.56 106 | 3.26 126 | 3.90 195 | 3.77 119 | 0.62 42 | 2.46 152 | 7.46 178 | 0.99 104 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.06 111 | 0.06 148 |
|
| 3.25w |  | 2.24 103 | 0.88 105 | 3.97 103 | 2.28 52 | 1.34 255 | 6.01 309 | 1.19 157 | 6.56 106 | 3.26 126 | 3.90 195 | 3.77 119 | 0.62 42 | 2.46 152 | 7.44 175 | 0.99 104 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.06 111 | 0.06 148 |
|
| LG-G_1 |  | 2.14 92 | 0.64 26 | 4.04 109 | 3.18 161 | 0.37 59 | 11.00 435 | 0.60 101 | 6.27 95 | 1.55 25 | 1.28 46 | 1.15 49 | 1.34 80 | 2.14 132 | 8.08 200 | 0.99 104 | 0.04 308 | 0.12 411 | 0.00 1 | 0.00 1 | 0.06 111 | 0.03 65 |
|
| LG-G |  | 2.14 92 | 0.64 26 | 4.04 109 | 3.18 161 | 0.37 59 | 11.00 435 | 0.60 101 | 6.27 95 | 1.55 25 | 1.28 46 | 1.15 49 | 1.34 80 | 2.14 132 | 8.08 200 | 0.99 104 | 0.04 308 | 0.12 411 | 0.00 1 | 0.00 1 | 0.06 111 | 0.03 65 |
|
| WQFJA1++ |  | 2.38 116 | 0.59 12 | 4.21 124 | 2.66 102 | 1.85 316 | 2.47 46 | 0.29 76 | 7.02 123 | 2.10 53 | 3.41 178 | 2.43 81 | 0.68 50 | 1.63 105 | 7.27 166 | 1.00 112 | 0.01 157 | 0.05 226 | 0.01 275 | 0.01 220 | 9.83 690 | 0.09 188 |
|
| S2M2_XL |  | 0.93 3 | 0.78 64 | 3.42 56 | 1.97 15 | 0.27 20 | 0.44 2 | 0.01 1 | 1.71 2 | 0.99 7 | 1.17 37 | 2.70 92 | 1.74 102 | 1.21 81 | 1.17 1 | 1.00 112 | 0.00 1 | 0.01 52 | 0.01 275 | 0.00 1 | 0.02 12 | 0.02 27 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| monsterstereo |  | 2.41 119 | 0.98 137 | 4.33 128 | 4.12 256 | 4.48 509 | 1.80 24 | 0.08 29 | 5.78 66 | 5.21 192 | 3.36 174 | 7.40 233 | 0.25 10 | 0.37 24 | 8.92 241 | 1.00 112 | 0.01 157 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 12 | 0.01 11 |
|
| aanet-new-22k |  | 2.41 119 | 1.25 233 | 5.47 218 | 3.25 169 | 0.40 66 | 4.44 151 | 2.00 304 | 8.36 175 | 5.01 179 | 1.72 87 | 4.75 160 | 1.55 91 | 4.99 281 | 3.65 57 | 1.01 115 | 0.00 1 | 0.07 296 | 0.01 275 | 0.03 295 | 0.09 167 | 0.10 201 |
|
| 2.5w |  | 2.10 88 | 0.78 64 | 4.30 126 | 2.96 141 | 1.85 316 | 3.22 80 | 2.25 325 | 6.05 86 | 2.69 89 | 1.80 95 | 5.44 191 | 0.23 5 | 2.01 126 | 7.36 171 | 1.01 115 | 0.01 157 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 12 | 0.06 148 |
|
| aanet-32k-new |  | 2.45 123 | 1.49 322 | 5.53 224 | 2.99 144 | 1.32 246 | 5.09 228 | 1.83 279 | 5.66 57 | 1.61 33 | 1.21 42 | 4.15 131 | 2.17 137 | 6.08 332 | 8.40 210 | 1.04 117 | 0.01 157 | 0.07 296 | 0.00 1 | 0.00 1 | 0.10 191 | 0.21 342 |
|
| gcap-zeroshot |  | 2.89 154 | 0.89 110 | 5.46 215 | 2.84 118 | 4.48 509 | 4.56 158 | 1.32 172 | 8.66 185 | 7.60 258 | 5.67 246 | 10.03 269 | 1.78 106 | 0.45 28 | 2.69 24 | 1.04 117 | 0.00 1 | 0.07 296 | 0.00 1 | 0.06 372 | 0.10 191 | 0.04 99 |
|
| testlalala |  | 2.89 154 | 0.89 110 | 5.46 215 | 2.84 118 | 4.48 509 | 4.56 158 | 1.32 172 | 8.66 185 | 7.60 258 | 5.67 246 | 10.03 269 | 1.78 106 | 0.45 28 | 2.69 24 | 1.04 117 | 0.00 1 | 0.07 296 | 0.00 1 | 0.06 372 | 0.10 191 | 0.04 99 |
|
| LCMNet |  | 1.70 62 | 0.59 12 | 2.97 23 | 1.86 9 | 0.58 111 | 1.95 29 | 0.09 32 | 6.27 95 | 7.21 249 | 1.23 44 | 1.48 58 | 1.25 75 | 1.34 88 | 6.03 127 | 1.05 120 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 12 | 0.02 27 |
|
| GIP-stereo |  | 2.66 138 | 1.00 144 | 4.00 105 | 4.99 333 | 3.41 434 | 3.38 90 | 0.77 121 | 8.73 189 | 5.69 209 | 2.08 113 | 5.38 185 | 4.13 198 | 3.21 177 | 5.21 108 | 1.05 120 | 0.01 157 | 0.06 266 | 0.00 1 | 0.00 1 | 0.07 136 | 0.04 99 |
|
| aanet-new-24k |  | 2.30 105 | 1.22 218 | 5.12 182 | 2.70 106 | 1.53 275 | 5.69 281 | 1.70 235 | 6.27 95 | 1.48 22 | 2.45 134 | 5.91 204 | 2.25 140 | 4.48 241 | 3.69 59 | 1.10 122 | 0.00 1 | 0.03 159 | 0.01 275 | 0.25 516 | 0.11 203 | 0.02 27 |
|
| aanet-new-12k |  | 2.30 105 | 0.79 69 | 8.45 382 | 4.28 278 | 0.45 83 | 4.57 161 | 1.75 257 | 8.28 171 | 2.63 84 | 2.70 148 | 1.35 56 | 1.74 102 | 4.57 250 | 3.03 34 | 1.10 122 | 0.01 157 | 0.03 159 | 0.07 401 | 0.01 220 | 0.12 209 | 0.06 148 |
|
| MLG-Stereo_test3 |  | 1.57 45 | 0.69 38 | 3.82 92 | 2.19 35 | 1.34 255 | 3.92 116 | 0.25 69 | 5.89 73 | 1.27 17 | 0.91 19 | 1.07 45 | 1.99 124 | 0.64 45 | 6.09 129 | 1.10 122 | 0.03 287 | 0.09 353 | 0.00 1 | 0.00 1 | 0.05 103 | 0.04 99 |
|
| aanet-new-70k |  | 2.48 130 | 1.18 206 | 8.17 369 | 2.76 111 | 0.62 121 | 4.98 213 | 1.52 199 | 6.84 117 | 1.57 27 | 1.69 83 | 3.83 123 | 0.84 57 | 5.29 299 | 8.97 245 | 1.12 125 | 0.00 1 | 0.02 116 | 0.00 1 | 0.00 1 | 0.03 55 | 0.11 220 |
|
| GCAP-Stereo-DPT-5K |  | 3.02 170 | 0.89 110 | 5.34 202 | 2.90 130 | 4.48 509 | 4.69 177 | 1.34 175 | 8.59 178 | 8.81 286 | 5.94 253 | 10.70 288 | 1.84 114 | 0.51 31 | 2.94 29 | 1.12 125 | 0.00 1 | 0.07 296 | 0.00 1 | 0.04 319 | 0.09 167 | 0.04 99 |
|
| 4w-stereo |  | 2.03 83 | 0.98 137 | 4.12 119 | 2.31 57 | 1.96 331 | 3.70 107 | 0.61 103 | 6.37 102 | 2.37 65 | 2.10 114 | 4.19 133 | 0.33 26 | 3.33 185 | 7.03 159 | 1.12 125 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 55 | 0.08 181 |
|
| test_for_model |  | 3.02 170 | 0.89 110 | 5.34 202 | 2.90 130 | 4.48 509 | 4.69 177 | 1.34 175 | 8.59 178 | 8.81 286 | 5.94 253 | 10.70 288 | 1.84 114 | 0.51 31 | 2.94 29 | 1.12 125 | 0.00 1 | 0.07 296 | 0.00 1 | 0.04 319 | 0.09 167 | 0.04 99 |
|
| AIO_rvc |  | 2.81 150 | 1.10 176 | 4.88 163 | 3.63 217 | 2.59 381 | 5.36 245 | 1.85 282 | 8.21 168 | 4.37 159 | 1.60 77 | 4.74 159 | 4.74 217 | 1.16 80 | 10.10 288 | 1.13 129 | 0.47 537 | 0.04 185 | 0.00 1 | 0.04 319 | 0.15 233 | 0.12 231 |
|
| GCAP-Stereo-DPT26K |  | 2.09 87 | 1.04 153 | 5.75 244 | 2.56 90 | 0.65 130 | 2.75 56 | 1.75 257 | 8.35 174 | 1.65 34 | 2.30 126 | 3.44 109 | 1.73 101 | 3.12 175 | 5.03 106 | 1.14 130 | 0.00 1 | 0.00 1 | 0.00 1 | 0.26 522 | 0.09 167 | 0.11 220 |
|
| GEAStereo |  | 1.94 78 | 0.95 126 | 3.61 69 | 3.84 237 | 0.64 125 | 4.39 147 | 1.50 192 | 8.01 156 | 2.33 61 | 2.24 120 | 2.61 88 | 1.19 71 | 2.25 137 | 3.50 47 | 1.15 131 | 0.01 157 | 0.06 266 | 0.05 366 | 0.00 1 | 0.22 276 | 0.14 259 |
|
| GSStereo |  | 2.16 94 | 0.95 126 | 3.61 69 | 4.08 251 | 0.64 125 | 4.39 147 | 1.50 192 | 8.60 181 | 4.56 163 | 2.71 149 | 2.61 88 | 1.86 116 | 2.25 137 | 3.50 47 | 1.15 131 | 0.00 1 | 0.07 296 | 0.00 1 | 0.39 575 | 0.22 276 | 0.15 280 |
|
| GS-Stereo |  | | | | | | | 1.50 192 | 8.60 181 | 4.56 163 | 2.71 149 | 2.61 88 | 1.86 116 | 2.25 137 | 3.50 47 | 1.15 131 | 0.00 1 | 0.07 296 | 0.00 1 | 0.39 575 | 0.22 276 | 0.15 280 |
|
| MoCha-V2 |  | 3.20 187 | 0.92 122 | 4.82 159 | 5.09 342 | 0.40 66 | 4.63 170 | 1.37 179 | 9.81 215 | 5.41 198 | 5.58 244 | 5.26 183 | 2.63 155 | 6.48 353 | 9.90 280 | 1.15 131 | 0.02 246 | 0.24 529 | 0.00 1 | 0.25 516 | 0.07 136 | 0.04 99 |
|
| GCAP-Stereo-cres-4k |  | 2.74 143 | 1.02 147 | 5.23 193 | 4.54 300 | 2.61 382 | 9.27 400 | 1.75 257 | 7.23 130 | 3.64 140 | 1.98 105 | 5.02 176 | 2.28 141 | 5.13 290 | 3.57 55 | 1.16 135 | 0.00 1 | 0.13 427 | 0.00 1 | 0.02 266 | 0.05 103 | 0.13 248 |
|
| aanet-new-16k |  | 2.22 101 | 1.02 147 | 5.90 250 | 3.73 226 | 0.42 74 | 3.84 114 | 1.65 225 | 7.64 144 | 2.53 70 | 1.54 73 | 4.47 146 | 2.61 153 | 4.68 257 | 2.97 32 | 1.19 136 | 0.00 1 | 0.04 185 | 0.00 1 | 0.03 295 | 0.07 136 | 0.10 201 |
|
| HiDET |  | 1.32 24 | 0.56 6 | 3.12 39 | 2.54 86 | 0.43 81 | 1.92 28 | 0.02 11 | 5.70 58 | 2.72 92 | 1.35 52 | 0.52 29 | 1.27 76 | 0.97 64 | 4.05 71 | 1.19 136 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 27 |
|
| MCSU-Stereo |  | 1.76 67 | 0.54 3 | 3.43 58 | 2.57 92 | 0.32 35 | 3.22 80 | 0.57 98 | 5.56 51 | 3.23 122 | 2.38 130 | 3.86 124 | 3.78 189 | 0.40 26 | 3.99 70 | 1.20 138 | 0.00 1 | 0.02 116 | 0.00 1 | 0.00 1 | 0.02 12 | 0.03 65 |
|
| aanet-new-14k |  | 2.92 160 | 0.98 137 | 7.97 353 | 3.81 234 | 0.32 35 | 4.39 147 | 1.76 263 | 10.49 232 | 9.76 304 | 2.98 161 | 4.82 168 | 0.62 42 | 6.72 363 | 2.51 19 | 1.21 139 | 0.00 1 | 0.02 116 | 0.01 275 | 0.00 1 | 0.08 154 | 0.03 65 |
|
| test410_97500 |  | 1.59 50 | 0.81 74 | 4.83 160 | 1.96 14 | 1.52 273 | 4.75 189 | 0.10 38 | 5.87 70 | 2.45 68 | 0.90 16 | 1.32 54 | 1.03 64 | 1.33 87 | 3.51 50 | 1.22 140 | 0.00 1 | 0.06 266 | 0.00 1 | 0.00 1 | 0.03 55 | 0.02 27 |
|
| AIO-Stereo |   | 2.91 158 | 1.19 211 | 5.14 184 | 4.15 258 | 0.79 165 | 4.67 174 | 1.76 263 | 9.59 207 | 5.19 191 | 2.66 147 | 4.76 163 | 5.40 238 | 0.78 50 | 10.30 292 | 1.23 141 | 0.00 1 | 0.06 266 | 0.00 1 | 0.36 565 | 0.09 167 | 0.15 280 |
|
| test410 |  | 1.58 47 | 0.84 89 | 5.01 176 | 1.88 11 | 2.08 343 | 4.75 189 | 0.10 38 | 5.86 69 | 2.44 67 | 0.99 25 | 1.04 44 | 0.91 59 | 1.08 72 | 3.17 42 | 1.27 142 | 0.00 1 | 0.07 296 | 0.00 1 | 0.00 1 | 0.03 55 | 0.02 27 |
|
| Foundation-i1 |  | 3.56 212 | 0.63 23 | 2.94 22 | 3.20 163 | 3.52 445 | 6.18 319 | 4.51 437 | 12.68 280 | 5.38 196 | 5.96 256 | 6.16 208 | 7.37 298 | 4.87 272 | 6.38 135 | 1.27 142 | 0.02 246 | 0.09 353 | 0.00 1 | 0.00 1 | 0.03 55 | 0.04 99 |
|
| MatchStereo |   | 1.70 62 | 0.88 105 | 3.85 93 | 2.11 28 | 0.14 4 | 2.35 43 | 0.33 77 | 5.87 70 | 4.80 171 | 0.90 16 | 4.35 140 | 0.81 56 | 1.32 86 | 4.93 102 | 1.30 144 | 0.01 157 | 0.05 226 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 11 |
| 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 |  | 2.49 131 | 0.84 89 | 5.43 211 | 2.46 74 | 0.46 84 | 5.44 249 | 6.54 514 | 7.07 124 | 3.41 136 | 3.30 172 | 4.77 164 | 0.28 16 | 4.24 224 | 4.24 78 | 1.30 144 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 12 | 0.07 166 |
|
| gasm-f |  | 2.39 117 | 0.96 133 | 3.77 89 | 3.84 237 | 0.50 95 | 4.50 154 | 2.54 350 | 8.01 156 | 2.33 61 | 2.24 120 | 5.92 205 | 1.19 71 | 4.05 215 | 6.12 130 | 1.31 146 | 0.01 157 | 0.06 266 | 0.05 366 | 0.00 1 | 0.25 304 | 0.14 259 |
|
| Zero-FE251 |  | 2.73 141 | 1.57 359 | 5.05 178 | 4.17 259 | 1.92 329 | 7.26 362 | 0.75 118 | 7.75 149 | 3.01 113 | 4.88 232 | 2.40 79 | 5.44 239 | 4.17 221 | 4.39 83 | 1.31 146 | 0.27 478 | 0.06 266 | 0.04 355 | 0.03 295 | 0.03 55 | 0.12 231 |
|
| Foundation-i1a |  | 2.94 163 | 0.64 26 | 3.21 43 | 2.24 41 | 0.39 65 | 5.32 242 | 3.99 415 | 9.68 209 | 3.94 149 | 5.17 238 | 3.16 99 | 6.62 273 | 5.95 327 | 7.03 159 | 1.32 148 | 0.02 246 | 0.10 375 | 0.00 1 | 0.00 1 | 0.02 12 | 0.06 148 |
|
| aanet-new-10k |  | 2.69 139 | 1.23 223 | 9.26 434 | 4.00 246 | 0.52 101 | 8.39 387 | 1.89 290 | 7.92 153 | 1.69 36 | 2.89 156 | 2.99 96 | 2.76 161 | 5.48 304 | 3.07 36 | 1.35 149 | 0.00 1 | 0.11 398 | 0.05 366 | 0.04 319 | 0.09 167 | 0.04 99 |
|
| DispViT+ |  | 2.39 117 | 0.66 34 | 3.18 41 | 1.32 4 | 5.13 550 | 2.80 60 | 0.09 32 | 12.73 281 | 6.26 219 | 1.59 75 | 1.01 43 | 0.71 51 | 1.06 71 | 9.26 257 | 1.35 149 | 0.62 566 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 55 | 0.02 27 |
|
| MSCF |  | 3.01 168 | 1.87 448 | 5.23 193 | 3.98 245 | 0.70 140 | 5.42 248 | 1.48 187 | 8.59 178 | 4.59 166 | 5.05 235 | 6.40 212 | 1.76 105 | 7.07 375 | 5.69 116 | 1.36 151 | 0.00 1 | 0.02 116 | 0.00 1 | 0.63 612 | 0.16 244 | 0.24 368 |
|
| GASTEREO |  | 3.18 184 | 1.99 469 | 5.13 183 | 4.28 278 | 0.70 140 | 5.59 263 | 1.49 191 | 8.66 185 | 4.94 178 | 5.17 238 | 6.84 221 | 1.58 93 | 7.14 377 | 7.72 185 | 1.38 152 | 0.00 1 | 0.02 116 | 0.00 1 | 0.64 613 | 0.08 154 | 0.23 361 |
|
| GCAP-Stereo-DPT-FT |  | 3.37 198 | 5.20 604 | 20.75 636 | 3.26 170 | 3.66 452 | 3.19 79 | 1.77 267 | 8.61 183 | 2.83 100 | 2.16 119 | 3.61 115 | 3.75 188 | 3.63 203 | 3.13 39 | 1.41 153 | 0.05 336 | 0.12 411 | 0.00 1 | 0.01 220 | 0.13 218 | 0.22 350 |
|
| aanet-new-8k |  | 2.87 153 | 1.08 167 | 5.00 175 | 3.55 204 | 0.36 55 | 5.96 302 | 1.77 267 | 9.42 199 | 4.81 172 | 2.01 111 | 3.89 125 | 1.30 78 | 6.79 371 | 9.92 281 | 1.42 154 | 0.01 157 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 154 | 0.04 99 |
|
| HUF |  | 2.75 144 | 1.32 259 | 5.28 197 | 2.83 117 | 0.55 106 | 5.23 236 | 2.19 316 | 8.97 192 | 4.23 154 | 1.97 103 | 4.39 143 | 5.03 225 | 2.64 158 | 6.86 157 | 1.44 155 | 0.73 580 | 0.63 625 | 0.09 424 | 0.00 1 | 0.17 255 | 0.44 450 |
|
| GREATEN-IGEV_RVC |   | 1.78 69 | 1.12 184 | 4.60 144 | 2.29 56 | 0.65 130 | 3.08 72 | 0.74 117 | 6.01 78 | 3.02 114 | 2.15 116 | 1.00 41 | 2.13 135 | 0.37 24 | 6.80 155 | 1.47 156 | 0.00 1 | 0.00 1 | 0.03 330 | 0.00 1 | 0.03 55 | 0.08 181 |
|
| Weightmod_eth |  | 4.78 272 | 1.21 216 | 4.72 154 | 4.31 284 | 4.65 523 | 7.97 378 | 2.77 361 | 13.53 303 | 6.62 228 | 7.96 283 | 8.11 241 | 9.28 328 | 8.39 408 | 9.49 263 | 1.48 157 | 4.37 680 | 0.10 375 | 0.00 1 | 0.00 1 | 0.51 462 | 0.18 308 |
|
| asda |  | 1.95 82 | 0.81 74 | 4.14 121 | 2.66 102 | 1.93 330 | 3.30 89 | 0.86 129 | 5.92 74 | 3.10 117 | 2.41 131 | 3.10 97 | 0.63 45 | 2.99 172 | 5.57 112 | 1.48 157 | 0.02 246 | 0.01 52 | 0.00 1 | 0.00 1 | 0.07 136 | 0.07 166 |
|
| BLMT-Stereo |  | 0.99 7 | 0.51 2 | 3.10 36 | 2.65 99 | 0.36 55 | 0.56 3 | 0.27 72 | 1.94 3 | 1.86 46 | 1.00 26 | 2.57 86 | 1.18 70 | 0.15 2 | 1.90 4 | 1.49 159 | 0.14 407 | 0.01 52 | 0.00 1 | 0.02 266 | 0.03 55 | 0.03 65 |
|
| SCV_C0 |  | 3.23 191 | 1.31 255 | 6.44 276 | 3.20 163 | 0.82 172 | 4.84 201 | 1.61 218 | 10.34 229 | 6.85 235 | 2.74 152 | 4.91 170 | 6.26 262 | 1.81 119 | 11.06 333 | 1.50 160 | 0.11 393 | 0.06 266 | 0.00 1 | 0.23 500 | 0.33 376 | 0.11 220 |
|
| IGEV-RUCA |  | 3.00 167 | 1.12 184 | 4.51 139 | 4.78 317 | 2.30 360 | 6.18 319 | 1.80 272 | 7.24 132 | 4.79 170 | 2.63 146 | 4.91 170 | 4.06 195 | 2.44 151 | 9.70 273 | 1.50 160 | 0.14 407 | 0.26 541 | 0.21 515 | 0.29 536 | 0.74 527 | 0.35 422 |
|
| FAST (zero-shot) |  | 3.82 229 | 1.49 322 | 9.02 420 | 10.34 616 | 11.08 685 | 4.96 212 | 2.52 346 | 10.78 244 | 4.74 167 | 1.82 96 | 3.67 117 | 1.22 73 | 2.64 158 | 8.20 206 | 1.52 162 | 0.08 372 | 2.06 674 | 0.00 1 | 0.04 319 | 0.21 272 | 0.03 65 |
|
| S2M2_L |  | 2.06 85 | 1.28 243 | 4.05 112 | 3.20 163 | 1.14 222 | 2.31 39 | 0.06 25 | 6.26 93 | 6.67 230 | 1.75 90 | 4.48 147 | 4.47 208 | 0.81 55 | 2.36 16 | 1.52 162 | 0.25 471 | 0.10 375 | 0.03 330 | 0.00 1 | 0.49 453 | 0.03 65 |
| 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 47 | 0.49 1 | 3.02 29 | 2.86 122 | 0.49 92 | 5.49 252 | 0.77 121 | 2.05 5 | 1.90 48 | 1.48 71 | 1.19 51 | 1.46 84 | 0.15 2 | 8.09 202 | 1.54 164 | 0.16 419 | 0.03 159 | 0.00 1 | 0.30 544 | 0.04 86 | 0.02 27 |
|
| DA |  | 3.70 223 | 0.83 83 | 4.78 155 | 5.07 339 | 0.70 140 | 16.50 559 | 1.94 297 | 9.42 199 | 7.22 250 | 4.02 200 | 6.78 217 | 5.96 251 | 4.49 243 | 4.16 75 | 1.54 164 | 0.05 336 | 0.12 411 | 0.00 1 | 0.00 1 | 0.06 111 | 0.26 379 |
|
| GGEV |  | 3.70 223 | 0.83 83 | 4.78 155 | 5.07 339 | 0.70 140 | 16.50 559 | 1.94 297 | 9.42 199 | 7.22 250 | 4.02 200 | 6.78 217 | 5.96 251 | 4.49 243 | 4.16 75 | 1.54 164 | 0.05 336 | 0.12 411 | 0.00 1 | 0.00 1 | 0.06 111 | 0.26 379 |
|
| IGEV-BASED-STEREO- |  | 7.61 416 | 27.25 723 | 41.87 693 | 2.73 107 | 0.41 69 | 4.25 138 | 1.50 192 | 6.63 110 | 3.87 147 | 4.31 208 | 3.78 121 | 2.48 148 | 1.39 93 | 5.67 114 | 1.56 167 | 25.09 732 | 0.05 226 | 0.01 275 | 0.08 394 | 4.67 653 | 14.58 718 |
|
| AEACV |  | 3.17 182 | 1.11 179 | 5.39 208 | 4.55 301 | 5.35 569 | 4.29 140 | 1.60 215 | 6.21 92 | 5.43 199 | 3.08 166 | 7.85 240 | 4.23 200 | 6.55 358 | 5.51 111 | 1.56 167 | 0.00 1 | 0.09 353 | 0.03 330 | 0.32 552 | 0.20 267 | 0.12 231 |
|
| ACVNet-DCA |  | 5.28 293 | 2.00 471 | 4.99 171 | 5.89 421 | 0.26 14 | 10.85 429 | 5.38 463 | 20.20 440 | 11.88 329 | 6.95 271 | 10.01 264 | 4.49 209 | 9.78 441 | 10.79 315 | 1.59 169 | 0.00 1 | 0.05 226 | 0.00 1 | 0.04 319 | 0.25 304 | 0.20 330 |
|
| xx1 |  | 5.99 346 | 2.00 471 | 4.99 171 | 5.89 421 | 0.26 14 | 10.85 429 | 5.38 463 | 17.84 395 | 15.48 391 | 6.95 271 | 10.01 264 | 16.02 456 | 11.15 471 | 10.79 315 | 1.59 169 | 0.00 1 | 0.05 226 | 0.02 310 | 0.05 349 | 0.25 304 | 0.20 330 |
|
| cc1 |  | 5.34 298 | 2.00 471 | 4.99 171 | 5.89 421 | 0.26 14 | 10.85 429 | 5.38 463 | 17.85 397 | 15.48 391 | 6.95 271 | 10.01 264 | 4.49 209 | 9.78 441 | 10.79 315 | 1.59 169 | 0.00 1 | 0.05 226 | 0.00 1 | 0.04 319 | 0.30 346 | 0.13 248 |
|
| ffm |  | 8.12 439 | 1.43 296 | 9.67 457 | 5.70 401 | 3.44 437 | 11.96 452 | 6.35 501 | 18.45 409 | 16.31 405 | 15.83 439 | 31.44 572 | 17.22 479 | 10.87 463 | 10.82 320 | 1.61 172 | 0.00 1 | 0.05 226 | 0.80 602 | 0.08 394 | 0.26 315 | 0.14 259 |
|
| tt1 |  | 5.27 292 | 1.99 469 | 5.11 181 | 6.02 440 | 0.26 14 | 10.59 421 | 4.22 429 | 18.45 409 | 16.31 405 | 6.75 265 | 8.95 250 | 4.75 218 | 9.15 425 | 10.82 320 | 1.61 172 | 0.00 1 | 0.05 226 | 0.00 1 | 0.04 319 | 0.26 315 | 0.14 259 |
|
| DEFOM-Stereo_RVC |  | 3.18 184 | 6.90 636 | 3.85 93 | 10.48 620 | 1.59 281 | 4.71 180 | 0.47 89 | 8.39 177 | 2.76 95 | 2.34 127 | 3.12 98 | 0.74 52 | 7.20 380 | 9.02 250 | 1.62 174 | 0.00 1 | 0.14 444 | 0.00 1 | 0.19 478 | 0.02 12 | 0.03 65 |
|
| fffy |  | 3.28 195 | 1.20 213 | 5.94 253 | 3.67 218 | 0.85 175 | 4.84 201 | 1.75 257 | 10.18 224 | 6.44 223 | 2.60 142 | 6.15 207 | 6.33 265 | 3.16 176 | 10.08 287 | 1.62 174 | 0.00 1 | 0.12 411 | 0.00 1 | 0.00 1 | 0.30 346 | 0.33 412 |
|
| EGLCR-Stereo |  | 2.92 160 | 1.06 157 | 5.28 197 | 3.38 184 | 0.55 106 | 4.59 165 | 0.66 105 | 10.43 231 | 4.81 172 | 3.30 172 | 3.23 100 | 7.93 307 | 1.71 111 | 9.22 254 | 1.62 174 | 0.05 336 | 0.12 411 | 0.00 1 | 0.00 1 | 0.23 291 | 0.16 289 |
|
| RSM |  | 3.10 178 | 0.98 137 | 4.86 162 | 4.17 259 | 1.08 210 | 4.76 192 | 1.83 279 | 10.14 223 | 4.21 153 | 3.38 176 | 4.34 138 | 7.82 303 | 1.75 113 | 10.69 308 | 1.64 177 | 0.00 1 | 0.03 159 | 0.00 1 | 0.18 465 | 0.13 218 | 0.07 166 |
|
| VIP-Stereo |  | 3.13 179 | 1.39 284 | 4.85 161 | 3.02 147 | 4.34 501 | 15.03 517 | 1.76 263 | 5.70 58 | 3.66 141 | 1.87 98 | 5.38 185 | 2.42 145 | 1.84 122 | 9.45 262 | 1.65 178 | 0.00 1 | 0.08 334 | 0.00 1 | 0.00 1 | 0.06 111 | 0.13 248 |
|
| GELT-Stereo |  | 2.97 164 | 1.18 206 | 4.44 137 | 3.22 167 | 4.16 485 | 2.32 41 | 0.91 135 | 16.08 366 | 5.64 206 | 5.33 241 | 2.41 80 | 3.34 173 | 2.85 167 | 5.84 121 | 1.67 179 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.04 86 | 0.05 131 |
|
| Selective-IGEV-i32 |  | 3.06 173 | 1.11 179 | 4.98 169 | 3.56 205 | 1.63 290 | 4.72 181 | 2.15 315 | 10.74 243 | 4.55 162 | 2.94 159 | 4.60 151 | 5.53 241 | 1.78 115 | 10.82 320 | 1.69 180 | 0.00 1 | 0.01 52 | 0.00 1 | 0.14 446 | 0.06 111 | 0.13 248 |
|
| RSM++ |  | 3.08 176 | 1.04 153 | 5.27 196 | 4.25 274 | 0.50 95 | 5.04 224 | 2.63 355 | 10.11 222 | 4.34 158 | 3.16 168 | 4.66 156 | 6.73 275 | 1.87 125 | 9.96 283 | 1.69 180 | 0.00 1 | 0.00 1 | 0.01 275 | 0.18 465 | 0.14 225 | 0.10 201 |
|
| Selective-IGEV |  | 3.06 173 | 1.11 179 | 4.98 169 | 3.56 205 | 1.66 292 | 4.73 182 | 2.14 314 | 10.73 242 | 4.56 163 | 2.93 157 | 4.60 151 | 5.54 242 | 1.77 114 | 10.82 320 | 1.69 180 | 0.00 1 | 0.01 52 | 0.00 1 | 0.14 446 | 0.06 111 | 0.13 248 |
|
| 2w_stereo |  | 2.37 114 | 0.83 83 | 4.12 119 | 2.73 107 | 1.22 232 | 4.67 174 | 3.90 414 | 6.98 121 | 3.62 139 | 3.48 179 | 5.01 175 | 0.24 9 | 4.36 227 | 4.43 85 | 1.70 183 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 12 | 0.03 65 |
|
| CAS++ |  | 4.07 245 | 1.67 395 | 6.02 258 | 4.17 259 | 1.02 197 | 4.26 139 | 1.68 230 | 19.10 426 | 10.01 309 | 9.18 304 | 9.17 255 | 1.98 121 | 1.41 95 | 9.54 265 | 1.73 184 | 0.02 246 | 0.05 226 | 0.00 1 | 0.00 1 | 0.32 368 | 0.11 220 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| SCV |  | 3.20 187 | 1.40 287 | 5.96 254 | 4.71 311 | 0.71 145 | 4.21 135 | 1.70 235 | 10.94 245 | 6.06 214 | 1.85 97 | 4.80 166 | 6.16 255 | 2.74 163 | 9.82 276 | 1.74 185 | 0.05 336 | 0.09 353 | 0.00 1 | 0.24 510 | 0.50 458 | 0.30 398 |
|
| MC-Stereo |  | 3.99 239 | 0.95 126 | 4.70 152 | 5.09 342 | 0.44 82 | 3.77 110 | 1.79 270 | 9.86 217 | 7.05 247 | 6.34 260 | 13.35 324 | 6.83 279 | 6.34 348 | 10.80 318 | 1.75 186 | 0.00 1 | 0.11 398 | 0.06 389 | 0.24 510 | 0.12 209 | 0.14 259 |
|
| SE |  | 4.60 261 | 1.47 308 | 5.19 191 | 4.23 267 | 0.85 175 | 9.99 405 | 4.88 452 | 12.51 270 | 10.59 314 | 10.28 321 | 11.98 309 | 4.92 224 | 5.94 324 | 3.97 69 | 1.76 187 | 2.49 658 | 0.07 296 | 0.26 530 | 0.19 478 | 0.37 397 | 0.12 231 |
|
| TS12 |  | 2.64 136 | 0.78 64 | 3.08 35 | 2.06 24 | 0.32 35 | 6.38 331 | 0.20 65 | 8.17 165 | 4.25 155 | 2.93 157 | 10.46 282 | 1.46 84 | 3.07 173 | 7.82 190 | 1.77 188 | 0.01 157 | 0.01 52 | 0.00 1 | 0.00 1 | 0.04 86 | 0.02 27 |
|
| ours_stereo |  | 2.91 158 | 1.34 267 | 5.14 184 | 3.67 218 | 1.49 270 | 3.87 115 | 2.80 365 | 8.10 162 | 6.28 220 | 2.15 116 | 5.66 201 | 3.98 194 | 1.84 122 | 9.38 261 | 1.77 188 | 0.00 1 | 0.02 116 | 0.00 1 | 0.00 1 | 0.32 368 | 0.34 416 |
|
| LG-Stereo_Zeroshot |  | 2.77 145 | 0.90 119 | 5.49 220 | 4.91 329 | 1.75 304 | 3.75 109 | 0.85 128 | 7.14 126 | 3.33 131 | 3.51 182 | 10.67 286 | 2.03 127 | 5.26 298 | 3.11 38 | 1.80 190 | 0.00 1 | 0.06 266 | 0.00 1 | 0.19 478 | 0.43 421 | 0.19 325 |
|
| fffft |  | 2.58 133 | 0.86 100 | 5.15 187 | 3.15 158 | 1.32 246 | 4.44 151 | 4.17 425 | 8.04 159 | 3.29 129 | 3.03 164 | 2.20 76 | 1.88 118 | 1.45 97 | 10.41 296 | 1.80 190 | 0.00 1 | 0.04 185 | 0.00 1 | 0.00 1 | 0.31 358 | 0.10 201 |
| 1: 1. 1 |
| EE1 |  | 3.99 239 | 0.95 126 | 6.21 271 | 3.85 239 | 2.57 379 | 4.95 211 | 1.85 282 | 13.11 294 | 6.40 222 | 6.38 261 | 6.44 213 | 8.76 319 | 5.45 301 | 10.70 309 | 1.81 192 | 0.00 1 | 0.01 52 | 0.01 275 | 0.00 1 | 0.36 389 | 0.05 131 |
|
| MyStereo07 |  | 4.38 252 | 1.92 458 | 5.06 179 | 6.09 444 | 4.31 497 | 6.54 339 | 9.96 586 | 15.35 345 | 5.15 190 | 4.34 211 | 5.65 200 | 3.15 169 | 5.77 318 | 11.33 352 | 1.81 192 | 0.06 357 | 0.10 375 | 0.03 330 | 0.04 319 | 0.63 501 | 0.30 398 |
|
| GCAPDPT-zeroshot |  | 3.64 217 | 1.06 157 | 7.35 324 | 3.46 193 | 3.60 449 | 2.72 54 | 1.55 206 | 8.93 190 | 12.16 334 | 4.62 219 | 6.47 214 | 7.18 291 | 1.80 117 | 9.68 271 | 1.81 192 | 0.04 308 | 0.10 375 | 0.00 1 | 0.01 220 | 0.07 136 | 0.14 259 |
|
| GCAP-BAT |  | 3.64 217 | 1.06 157 | 7.37 325 | 3.46 193 | 3.60 449 | 2.72 54 | 1.55 206 | 8.93 190 | 12.16 334 | 4.62 219 | 6.47 214 | 7.18 291 | 1.80 117 | 9.68 271 | 1.82 195 | 0.04 308 | 0.10 375 | 0.00 1 | 0.01 220 | 0.07 136 | 0.14 259 |
|
| GREATEN-IGEV-FM_RVC |   | 1.90 77 | 1.45 304 | 5.03 177 | 2.56 90 | 0.79 165 | 4.83 200 | 0.59 100 | 5.97 75 | 4.88 175 | 2.41 131 | 0.38 15 | 1.65 96 | 0.82 57 | 4.47 89 | 1.84 196 | 0.00 1 | 0.00 1 | 0.00 1 | 0.07 385 | 0.12 209 | 0.11 220 |
|
| HART |  | 3.80 228 | 1.52 335 | 5.45 214 | 4.85 323 | 0.51 97 | 4.41 150 | 0.76 119 | 12.59 277 | 5.08 188 | 5.95 255 | 12.76 317 | 6.87 280 | 1.72 112 | 10.71 311 | 1.84 196 | 0.00 1 | 0.13 427 | 0.10 443 | 0.00 1 | 0.45 427 | 0.26 379 |
|
| PSi22 |  | 4.19 248 | 1.37 275 | 4.15 122 | 3.83 236 | 0.37 59 | 4.56 158 | 0.25 69 | 7.21 128 | 15.42 389 | 4.31 208 | 6.96 225 | 13.76 419 | 5.93 323 | 13.23 462 | 1.88 198 | 0.00 1 | 0.02 116 | 0.00 1 | 0.00 1 | 0.37 397 | 0.20 330 |
|
| castereo |  | 3.96 236 | 1.45 304 | 4.33 128 | 3.73 226 | 1.04 202 | 6.35 329 | 7.23 541 | 9.95 218 | 15.86 401 | 3.01 163 | 7.69 237 | 3.59 184 | 7.43 383 | 5.17 107 | 1.88 198 | 0.03 287 | 0.13 427 | 0.00 1 | 0.26 522 | 0.07 136 | 0.03 65 |
|
| VMStereo-Base |   | 3.41 200 | 0.84 89 | 4.19 123 | 1.72 8 | 0.47 85 | 3.01 67 | 0.57 98 | 10.10 221 | 14.58 376 | 3.85 193 | 9.11 253 | 7.48 300 | 2.36 144 | 7.75 188 | 1.90 200 | 0.07 368 | 0.08 334 | 0.04 355 | 0.00 1 | 0.06 111 | 0.02 27 |
|
| MSKI-zero shot |  | 4.76 271 | 1.56 355 | 5.98 255 | 5.14 353 | 1.13 216 | 6.55 341 | 1.55 206 | 12.76 282 | 8.06 268 | 10.44 324 | 11.50 302 | 13.47 415 | 2.38 145 | 12.07 400 | 1.90 200 | 0.01 157 | 0.20 492 | 0.02 310 | 0.29 536 | 0.14 225 | 0.14 259 |
|
| RT-Monster |  | 5.07 278 | 1.10 176 | 4.69 150 | 3.44 188 | 4.24 488 | 5.19 233 | 0.81 124 | 12.47 267 | 19.77 448 | 13.38 385 | 13.37 325 | 9.84 340 | 3.27 181 | 7.69 183 | 1.91 202 | 0.04 308 | 0.08 334 | 0.00 1 | 0.00 1 | 0.05 103 | 0.12 231 |
|
| CASnet |  | 3.91 233 | 1.03 152 | 4.68 148 | 4.98 331 | 0.27 20 | 4.99 216 | 2.95 371 | 11.02 247 | 11.02 319 | 10.61 326 | 11.76 304 | 4.15 199 | 1.65 108 | 5.85 122 | 1.91 202 | 0.50 543 | 0.00 1 | 0.59 582 | 0.12 435 | 0.13 218 | 0.02 27 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| GCAP-Stereo |  | 3.72 225 | 1.60 369 | 7.39 326 | 4.24 269 | 0.37 59 | 5.78 286 | 1.12 151 | 12.28 263 | 6.53 226 | 8.35 289 | 9.69 262 | 6.62 273 | 3.57 197 | 4.58 93 | 1.91 202 | 0.00 1 | 0.07 296 | 0.05 366 | 0.00 1 | 0.25 304 | 0.04 99 |
|
| HH |  | 5.47 303 | 2.08 490 | 9.00 414 | 4.88 326 | 1.07 207 | 4.93 207 | 3.60 405 | 16.68 375 | 6.83 233 | 8.39 293 | 12.14 311 | 15.05 438 | 9.06 423 | 12.68 433 | 1.93 205 | 0.02 246 | 0.17 469 | 0.18 499 | 0.00 1 | 0.28 329 | 0.48 462 |
|
| HanStereo |  | 5.47 303 | 2.08 490 | 9.00 414 | 4.88 326 | 1.07 207 | 4.93 207 | 3.60 405 | 16.68 375 | 6.83 233 | 8.39 293 | 12.14 311 | 15.05 438 | 9.06 423 | 12.68 433 | 1.93 205 | 0.02 246 | 0.17 469 | 0.18 499 | 0.00 1 | 0.28 329 | 0.48 462 |
|
| DN |  | 3.83 230 | 1.19 211 | 4.90 165 | 4.27 276 | 3.75 458 | 6.26 324 | 0.71 113 | 11.51 251 | 11.19 324 | 3.90 195 | 5.72 202 | 10.08 344 | 2.26 141 | 7.28 167 | 1.96 207 | 0.00 1 | 0.20 492 | 0.32 551 | 0.32 552 | 0.32 368 | 0.53 472 |
|
| MM-Stereo_test2 |  | 4.03 243 | 1.20 213 | 7.42 327 | 5.18 360 | 0.76 161 | 7.24 361 | 2.26 326 | 14.57 327 | 8.19 272 | 6.89 268 | 5.13 181 | 4.85 221 | 3.80 206 | 10.49 299 | 1.96 207 | 0.00 1 | 0.12 411 | 0.00 1 | 0.09 410 | 0.33 376 | 0.08 181 |
|
| tt45 |  | 3.20 187 | 0.95 126 | 4.36 131 | 3.73 226 | 1.86 318 | 8.19 383 | 2.05 311 | 9.12 197 | 3.36 135 | 5.60 245 | 4.42 144 | 4.61 216 | 2.39 147 | 11.00 329 | 1.96 207 | 0.00 1 | 0.04 185 | 0.00 1 | 0.01 220 | 0.32 368 | 0.10 201 |
|
| MGS-Stereo |  | 3.26 192 | 1.29 247 | 6.73 287 | 3.30 177 | 0.47 85 | 4.89 204 | 1.55 206 | 6.15 90 | 8.88 291 | 4.31 208 | 10.15 272 | 5.48 240 | 1.27 84 | 8.09 202 | 1.97 210 | 0.04 308 | 0.01 52 | 0.02 310 | 0.00 1 | 0.57 486 | 0.04 99 |
|
| anonymousdsp |  | 3.51 209 | 1.75 421 | 5.66 238 | 3.49 197 | 1.13 216 | 5.04 224 | 1.74 254 | 13.69 310 | 5.07 185 | 4.83 228 | 5.42 189 | 4.25 201 | 4.44 236 | 11.14 338 | 1.98 211 | 0.00 1 | 0.04 185 | 0.00 1 | 0.18 465 | 0.31 358 | 0.13 248 |
|
| IGEV-Stereo |   | 3.52 210 | 1.75 421 | 5.67 239 | 3.49 197 | 1.12 214 | 5.04 224 | 1.73 250 | 13.70 311 | 5.07 185 | 4.83 228 | 5.42 189 | 4.27 202 | 4.43 235 | 11.15 343 | 1.98 211 | 0.00 1 | 0.04 185 | 0.00 1 | 0.18 465 | 0.31 358 | 0.12 231 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| SMoEStereo_RVC |  | 2.81 150 | 1.07 164 | 5.08 180 | 3.86 241 | 0.60 118 | 6.39 332 | 1.91 292 | 7.82 150 | 3.79 144 | 3.87 194 | 3.69 118 | 2.78 162 | 2.25 137 | 10.60 303 | 1.99 213 | 0.00 1 | 0.02 116 | 0.03 330 | 0.00 1 | 0.25 304 | 0.17 298 |
|
| ff7 |  | 3.48 204 | 1.76 427 | 6.20 266 | 3.45 189 | 1.13 216 | 5.02 218 | 1.70 235 | 13.26 296 | 5.04 180 | 4.66 223 | 5.47 194 | 3.49 177 | 4.70 259 | 11.14 338 | 2.01 214 | 0.00 1 | 0.04 185 | 0.00 1 | 0.18 465 | 0.30 346 | 0.14 259 |
|
| ffff |  | 3.48 204 | 1.76 427 | 6.20 266 | 3.45 189 | 1.13 216 | 5.02 218 | 1.70 235 | 13.26 296 | 5.04 180 | 4.66 223 | 5.47 194 | 3.49 177 | 4.70 259 | 11.14 338 | 2.01 214 | 0.00 1 | 0.04 185 | 0.00 1 | 0.18 465 | 0.30 346 | 0.14 259 |
|
| 11t |  | 3.48 204 | 1.76 427 | 6.20 266 | 3.45 189 | 1.13 216 | 5.02 218 | 1.70 235 | 13.26 296 | 5.04 180 | 4.66 223 | 5.47 194 | 3.49 177 | 4.70 259 | 11.14 338 | 2.01 214 | 0.00 1 | 0.04 185 | 0.00 1 | 0.18 465 | 0.30 346 | 0.14 259 |
|
| ccc-4 |  | 3.48 204 | 1.76 427 | 6.20 266 | 3.45 189 | 1.13 216 | 5.02 218 | 1.70 235 | 13.26 296 | 5.04 180 | 4.66 223 | 5.47 194 | 3.49 177 | 4.70 259 | 11.14 338 | 2.01 214 | 0.00 1 | 0.04 185 | 0.00 1 | 0.18 465 | 0.30 346 | 0.14 259 |
|
| Any-RAFT |  | 6.04 349 | 1.16 199 | 4.52 140 | 4.47 295 | 1.20 228 | 10.46 413 | 1.97 302 | 21.84 463 | 15.52 393 | 11.21 334 | 19.37 398 | 13.34 409 | 4.72 265 | 8.65 225 | 2.03 218 | 0.01 157 | 0.19 486 | 0.00 1 | 0.00 1 | 0.04 86 | 0.08 181 |
|
| WCG-NET |  | 3.86 232 | 0.96 133 | 5.80 248 | 2.92 132 | 0.28 23 | 4.48 153 | 1.80 272 | 7.23 130 | 15.03 379 | 8.77 301 | 9.58 261 | 6.94 284 | 4.20 222 | 6.92 158 | 2.05 219 | 0.00 1 | 0.08 334 | 0.00 1 | 0.00 1 | 0.14 225 | 0.08 181 |
|
| XX-TBD |  | 4.45 254 | 10.67 665 | 3.01 26 | 10.28 615 | 0.57 110 | 5.84 290 | 0.07 27 | 7.57 141 | 12.24 337 | 11.43 336 | 14.74 336 | 4.07 196 | 1.66 109 | 4.51 92 | 2.05 219 | 0.01 157 | 0.01 52 | 0.00 1 | 0.00 1 | 0.26 315 | 0.01 11 |
|
| mms |  | 2.86 152 | 1.38 281 | 5.26 195 | 3.68 220 | 1.84 313 | 4.23 137 | 4.01 417 | 8.01 156 | 4.29 156 | 2.43 133 | 5.53 199 | 3.05 166 | 1.35 90 | 9.22 254 | 2.06 221 | 0.00 1 | 0.06 266 | 0.00 1 | 0.00 1 | 0.36 389 | 0.44 450 |
|
| TANstereo |  | 4.70 268 | 1.08 167 | 4.01 106 | 3.53 203 | 0.47 85 | 14.26 500 | 0.15 56 | 8.67 188 | 12.54 340 | 12.50 351 | 18.43 385 | 5.20 231 | 4.54 249 | 5.68 115 | 2.07 222 | 0.00 1 | 0.13 427 | 0.00 1 | 0.01 220 | 0.02 12 | 0.63 493 |
|
| XX-Stereo |  | 6.14 352 | 1.47 308 | 9.11 426 | 11.87 651 | 6.76 621 | 3.27 86 | 0.93 137 | 15.13 338 | 5.43 199 | 8.79 303 | 28.46 522 | 13.71 418 | 2.22 135 | 11.51 360 | 2.07 222 | 0.20 438 | 0.24 529 | 0.08 412 | 0.29 536 | 1.04 554 | 0.13 248 |
|
| test_xeample3 |  | 3.34 197 | 1.54 342 | 7.67 337 | 3.33 180 | 0.68 134 | 5.74 284 | 1.63 221 | 12.05 259 | 3.88 148 | 6.71 263 | 3.81 122 | 3.17 170 | 3.34 186 | 10.59 302 | 2.07 222 | 0.00 1 | 0.02 116 | 0.00 1 | 0.27 529 | 0.13 218 | 0.16 289 |
|
| qwe |  | 2.30 105 | 0.82 79 | 3.76 88 | 2.60 96 | 2.75 395 | 4.59 165 | 0.28 73 | 6.62 109 | 2.90 108 | 4.62 219 | 4.62 154 | 0.55 39 | 0.89 60 | 8.78 232 | 2.09 225 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.07 136 | 0.14 259 |
|
| IGEVStereo-DCA |  | 3.31 196 | 1.57 359 | 6.20 266 | 3.36 182 | 0.60 118 | 4.93 207 | 1.70 235 | 13.26 296 | 5.04 180 | 3.79 189 | 4.58 149 | 4.53 212 | 4.00 213 | 10.13 289 | 2.09 225 | 0.00 1 | 0.06 266 | 0.00 1 | 0.18 465 | 0.12 209 | 0.14 259 |
|
| rrr |  | 3.26 192 | 1.57 359 | 7.72 341 | 3.36 182 | 0.60 118 | 4.93 207 | 1.59 212 | 10.72 241 | 5.11 189 | 3.79 189 | 4.58 149 | 4.53 212 | 4.00 213 | 10.13 289 | 2.09 225 | 0.00 1 | 0.06 266 | 0.00 1 | 0.22 491 | 0.12 209 | 0.18 308 |
|
| test_3 |  | 5.55 316 | 1.02 147 | 8.07 361 | 6.18 452 | 0.54 104 | 9.00 393 | 3.28 381 | 13.55 305 | 18.66 438 | 11.97 343 | 8.89 249 | 13.98 421 | 4.05 215 | 8.96 244 | 2.10 228 | 0.00 1 | 0.05 226 | 0.00 1 | 0.31 549 | 0.26 315 | 0.18 308 |
|
| AnonStereo |  | 4.64 263 | 1.11 179 | 6.69 285 | 4.33 286 | 3.39 433 | 4.76 192 | 1.81 276 | 15.66 354 | 9.61 299 | 8.36 290 | 5.92 205 | 12.23 386 | 5.00 283 | 10.67 307 | 2.11 229 | 0.00 1 | 0.05 226 | 0.03 330 | 0.04 319 | 0.83 537 | 0.10 201 |
|
| ProNet |  | 3.61 215 | 1.91 454 | 6.17 265 | 3.31 179 | 0.67 133 | 5.51 253 | 6.46 510 | 12.60 278 | 6.23 217 | 3.18 169 | 4.80 166 | 3.64 186 | 3.57 197 | 11.15 343 | 2.11 229 | 0.02 246 | 0.21 500 | 0.01 275 | 0.01 220 | 0.41 415 | 0.14 259 |
|
| test-3 |  | 5.21 288 | 1.06 157 | 7.71 340 | 4.19 264 | 0.59 114 | 6.72 347 | 3.01 374 | 12.96 286 | 17.49 422 | 12.53 359 | 8.65 244 | 13.20 406 | 4.14 219 | 9.00 248 | 2.11 229 | 0.00 1 | 0.05 226 | 0.00 1 | 0.32 552 | 0.25 304 | 0.18 308 |
|
| test_1 |  | 5.20 286 | 1.06 157 | 7.72 341 | 4.21 266 | 0.59 114 | 6.69 344 | 3.03 376 | 12.98 288 | 17.51 423 | 12.35 349 | 8.66 246 | 13.20 406 | 4.12 217 | 9.00 248 | 2.11 229 | 0.00 1 | 0.05 226 | 0.00 1 | 0.32 552 | 0.25 304 | 0.18 308 |
|
| FE-Mocha |  | 4.54 256 | 2.08 490 | 9.99 474 | 4.36 287 | 2.16 350 | 4.76 192 | 0.81 124 | 13.59 306 | 4.81 172 | 13.39 386 | 11.04 294 | 11.38 365 | 3.45 188 | 5.97 125 | 2.12 233 | 0.03 287 | 0.14 444 | 0.14 477 | 0.38 572 | 0.12 209 | 0.18 308 |
|
| LoS_RVC |  | 3.72 225 | 2.57 530 | 3.90 98 | 4.27 276 | 7.61 644 | 5.39 247 | 2.90 370 | 7.29 133 | 3.84 146 | 3.67 186 | 10.20 274 | 3.66 187 | 4.48 241 | 6.19 132 | 2.14 234 | 0.01 157 | 0.03 159 | 0.00 1 | 0.00 1 | 0.06 111 | 6.15 672 |
|
| CAS |  | 5.20 286 | 0.78 64 | 3.30 47 | 17.06 688 | 7.59 643 | 8.07 381 | 6.31 500 | 9.46 204 | 9.09 292 | 4.57 218 | 10.67 286 | 1.91 120 | 1.22 82 | 4.18 77 | 2.16 235 | 10.33 712 | 0.02 116 | 0.00 1 | 0.02 266 | 0.44 425 | 6.83 681 |
|
| RCA-Stereo |  | 5.32 297 | 1.08 167 | 5.91 251 | 4.29 282 | 0.51 97 | 5.65 269 | 4.12 422 | 16.97 378 | 18.67 439 | 8.27 288 | 14.16 328 | 8.86 321 | 8.90 420 | 6.45 137 | 2.18 236 | 0.00 1 | 0.07 296 | 0.10 443 | 0.00 1 | 0.10 191 | 0.07 166 |
|
| MM-Stereo_test1 |  | 5.04 276 | 1.17 203 | 6.08 260 | 5.38 381 | 0.80 169 | 4.99 216 | 7.07 533 | 13.43 302 | 12.00 332 | 12.94 371 | 10.20 274 | 5.92 250 | 6.69 361 | 11.26 350 | 2.19 237 | 0.01 157 | 0.11 398 | 0.00 1 | 0.00 1 | 0.42 419 | 0.07 166 |
|
| WCG-NET(raft) |  | 4.57 260 | 1.16 199 | 6.01 257 | 2.95 138 | 0.19 7 | 5.09 228 | 2.01 306 | 10.28 227 | 15.34 387 | 8.64 299 | 11.43 301 | 9.63 337 | 5.06 287 | 10.96 327 | 2.19 237 | 0.00 1 | 0.13 427 | 0.00 1 | 0.01 220 | 0.14 225 | 0.12 231 |
|
| LG-Stereo |  | 2.43 122 | 1.44 302 | 7.64 336 | 3.73 226 | 0.82 172 | 3.64 105 | 1.24 162 | 6.41 104 | 5.30 195 | 1.97 103 | 7.31 229 | 0.84 57 | 0.74 47 | 4.85 99 | 2.21 239 | 0.05 336 | 0.04 185 | 0.01 275 | 0.03 295 | 0.33 376 | 0.10 201 |
|
| iRaftStereo_RVC |  | 4.68 264 | 1.51 331 | 6.89 300 | 4.91 329 | 0.72 154 | 5.26 238 | 0.46 88 | 17.60 388 | 10.47 313 | 9.53 308 | 15.13 341 | 5.75 245 | 3.24 180 | 8.93 242 | 2.22 240 | 0.00 1 | 0.09 353 | 0.00 1 | 0.00 1 | 0.46 433 | 0.41 440 |
|
| RAFT_CTSACE |  | 8.24 443 | 1.97 466 | 8.39 375 | 6.89 503 | 5.11 547 | 5.86 295 | 2.63 355 | 14.62 329 | 16.88 411 | 23.52 594 | 34.77 616 | 16.02 456 | 7.37 382 | 17.91 564 | 2.23 241 | 0.00 1 | 0.12 411 | 0.00 1 | 0.03 295 | 0.39 407 | 0.05 131 |
|
| cross-raft |  | 5.37 300 | 1.23 223 | 6.66 284 | 5.91 426 | 1.25 234 | 6.00 306 | 1.48 187 | 15.82 359 | 7.70 262 | 12.95 372 | 20.80 427 | 11.63 368 | 4.42 231 | 8.59 218 | 2.23 241 | 0.01 157 | 0.21 500 | 0.00 1 | 0.22 491 | 0.21 272 | 0.10 201 |
|
| Former-RAFT_DAM_RVC |  | 4.69 266 | 2.56 529 | 8.72 399 | 4.26 275 | 3.52 445 | 9.22 398 | 1.48 187 | 13.54 304 | 18.88 442 | 7.47 279 | 7.08 227 | 2.04 128 | 2.24 136 | 9.66 270 | 2.27 243 | 0.05 336 | 0.02 116 | 0.07 401 | 0.00 1 | 0.53 470 | 0.21 342 |
|
| 2.75w_new |  | 2.10 88 | 0.82 79 | 3.93 101 | 2.18 33 | 1.44 263 | 3.52 100 | 2.30 329 | 5.52 50 | 2.91 109 | 4.14 206 | 3.93 127 | 0.27 14 | 2.38 145 | 6.17 131 | 2.32 244 | 0.01 157 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 12 | 0.06 148 |
|
| PAM |  | 6.94 394 | 1.65 388 | 14.88 574 | 5.38 381 | 1.98 334 | 14.76 514 | 1.28 165 | 14.54 326 | 6.77 232 | 15.52 431 | 9.10 252 | 24.15 567 | 11.60 488 | 12.46 424 | 2.33 245 | 0.04 308 | 0.28 551 | 0.07 401 | 0.42 584 | 0.57 486 | 0.99 549 |
|
| CroCo-Stereo |   | 3.27 194 | 1.90 451 | 7.18 311 | 8.50 563 | 1.11 212 | 0.96 5 | 0.97 141 | 10.18 224 | 8.20 273 | 3.59 183 | 4.69 157 | 8.02 311 | 4.53 247 | 2.75 26 | 2.34 246 | 0.01 157 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 358 | 0.11 220 |
| 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 |  | 5.55 316 | 1.08 167 | 8.60 394 | 4.30 283 | 1.21 230 | 6.42 334 | 1.25 163 | 16.12 367 | 17.84 427 | 13.12 376 | 11.14 296 | 11.84 373 | 5.52 305 | 9.14 253 | 2.35 247 | 0.01 157 | 0.20 492 | 0.00 1 | 0.36 565 | 0.34 382 | 0.07 166 |
|
| CES |  | 3.85 231 | 1.14 190 | 2.91 20 | 3.05 149 | 11.37 689 | 5.37 246 | 1.02 145 | 9.52 205 | 8.82 288 | 3.50 181 | 9.21 257 | 1.78 106 | 0.90 61 | 6.53 139 | 2.37 248 | 0.02 246 | 0.04 185 | 0.01 275 | 0.00 1 | 1.62 585 | 7.74 694 |
|
| TestStereo_HL3 |  | 6.76 382 | 1.13 187 | 9.61 450 | 3.71 224 | 1.99 335 | 10.46 413 | 6.01 491 | 13.68 308 | 8.31 277 | 12.97 373 | 33.03 598 | 12.44 387 | 8.03 401 | 11.04 330 | 2.39 249 | 0.11 393 | 0.05 226 | 0.01 275 | 0.01 220 | 0.09 167 | 0.06 148 |
|
| 4D-IteraStereo |  | 5.15 282 | 1.47 308 | 7.98 354 | 4.89 328 | 4.69 524 | 6.25 322 | 1.85 282 | 13.23 295 | 16.30 404 | 14.18 396 | 11.26 297 | 8.33 315 | 1.61 103 | 8.07 199 | 2.42 250 | 0.00 1 | 0.05 226 | 0.08 412 | 0.01 220 | 0.19 263 | 0.15 280 |
|
| GMOStereo |  | 5.97 342 | 1.55 345 | 7.18 311 | 5.17 355 | 0.71 145 | 5.54 257 | 2.21 318 | 10.54 234 | 12.86 343 | 18.29 504 | 22.01 445 | 17.06 470 | 6.27 342 | 6.62 143 | 2.43 251 | 0.00 1 | 0.23 518 | 0.12 460 | 0.00 1 | 0.46 433 | 0.10 201 |
|
| error version |  | 5.97 342 | 1.55 345 | 7.18 311 | 5.17 355 | 0.71 145 | 5.54 257 | 2.21 318 | 10.54 234 | 12.86 343 | 18.29 504 | 22.01 445 | 17.06 470 | 6.27 342 | 6.62 143 | 2.43 251 | 0.00 1 | 0.23 518 | 0.12 460 | 0.00 1 | 0.46 433 | 0.10 201 |
|
| test-v |  | 5.97 342 | 1.55 345 | 7.18 311 | 5.17 355 | 0.71 145 | 5.54 257 | 2.21 318 | 10.54 234 | 12.86 343 | 18.29 504 | 22.01 445 | 17.06 470 | 6.27 342 | 6.62 143 | 2.43 251 | 0.00 1 | 0.23 518 | 0.12 460 | 0.00 1 | 0.46 433 | 0.10 201 |
|
| test-2 |  | 5.97 342 | 1.55 345 | 7.18 311 | 5.17 355 | 0.71 145 | 5.54 257 | 2.21 318 | 10.54 234 | 12.86 343 | 18.29 504 | 22.01 445 | 17.06 470 | 6.27 342 | 6.62 143 | 2.43 251 | 0.00 1 | 0.23 518 | 0.12 460 | 0.00 1 | 0.46 433 | 0.10 201 |
|
| 1w_stereo |  | 2.90 157 | 0.72 42 | 3.59 68 | 3.30 177 | 2.15 349 | 4.37 143 | 6.74 523 | 6.40 103 | 5.23 193 | 2.83 155 | 7.30 228 | 0.25 10 | 4.36 227 | 8.30 207 | 2.44 255 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 12 | 0.02 27 |
|
| EKT-Stereo |  | 5.73 329 | 1.42 292 | 7.85 345 | 7.16 516 | 5.35 569 | 5.22 234 | 4.41 433 | 18.13 405 | 14.05 366 | 8.77 301 | 12.85 319 | 9.55 335 | 4.26 225 | 11.19 345 | 2.45 256 | 0.45 531 | 0.23 518 | 0.07 401 | 0.10 422 | 0.16 244 | 0.87 534 |
|
| RAStereo |  | 2.32 110 | 1.08 167 | 6.36 274 | 3.73 226 | 1.39 262 | 1.81 26 | 0.12 45 | 7.70 146 | 7.44 257 | 2.27 123 | 3.94 128 | 3.43 175 | 0.81 55 | 3.55 54 | 2.47 257 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 337 | 0.07 166 |
|
| AIO-test2 |  | 7.01 396 | 2.23 509 | 6.87 298 | 8.42 561 | 5.28 565 | 9.03 394 | 5.32 460 | 25.92 514 | 23.54 494 | 6.78 267 | 20.55 420 | 5.25 234 | 3.58 200 | 9.56 266 | 2.50 258 | 3.96 674 | 0.04 185 | 0.03 330 | 0.47 596 | 0.56 484 | 0.33 412 |
|
| MM-Stereo_test3 |  | 5.71 328 | 1.22 218 | 5.59 237 | 5.84 418 | 5.43 573 | 4.74 187 | 6.54 514 | 19.30 428 | 23.72 501 | 8.53 297 | 11.36 299 | 7.15 288 | 2.84 166 | 8.62 221 | 2.51 259 | 0.05 336 | 0.07 296 | 0.00 1 | 0.00 1 | 0.45 427 | 0.17 298 |
|
| Pointernet |  | 3.22 190 | 0.84 89 | 5.79 247 | 3.22 167 | 0.35 50 | 5.27 239 | 0.37 79 | 16.46 371 | 5.96 212 | 4.11 204 | 6.81 220 | 4.84 220 | 2.73 162 | 4.78 97 | 2.52 260 | 0.00 1 | 0.15 451 | 0.00 1 | 0.22 491 | 0.04 86 | 0.02 27 |
|
| anonymousdsp2 |  | 5.93 338 | 1.54 342 | 8.34 371 | 4.43 294 | 0.38 64 | 9.24 399 | 4.11 420 | 21.92 468 | 17.36 419 | 12.28 348 | 10.08 271 | 10.05 343 | 4.42 231 | 11.04 330 | 2.54 261 | 0.01 157 | 0.02 116 | 0.30 549 | 0.18 465 | 0.21 272 | 0.18 308 |
|
| RAFT-Test |  | 5.75 332 | 1.32 259 | 6.77 294 | 4.07 248 | 1.71 298 | 9.95 404 | 1.56 210 | 15.78 358 | 8.34 280 | 12.73 367 | 23.83 468 | 11.80 371 | 4.69 258 | 8.99 246 | 2.57 262 | 0.01 157 | 0.29 552 | 0.00 1 | 0.38 572 | 0.16 244 | 0.07 166 |
|
| S0 |  | 5.95 340 | 1.20 213 | 5.32 201 | 4.51 297 | 2.78 398 | 18.26 581 | 13.84 641 | 12.84 283 | 7.10 248 | 11.37 335 | 13.26 322 | 8.10 312 | 5.94 324 | 8.70 228 | 2.58 263 | 1.95 644 | 0.27 545 | 0.15 484 | 0.07 385 | 0.45 427 | 0.20 330 |
|
| quiztm |  | 4.28 250 | 1.71 406 | 5.37 206 | 4.86 324 | 5.11 547 | 4.60 167 | 2.84 368 | 13.08 293 | 7.79 264 | 8.37 292 | 11.40 300 | 6.75 277 | 2.57 156 | 7.18 165 | 2.59 264 | 0.80 591 | 0.03 159 | 0.00 1 | 0.07 385 | 0.41 415 | 0.11 220 |
|
| DF |  | 3.48 204 | 1.24 230 | 6.65 282 | 4.11 255 | 1.07 207 | 4.50 154 | 1.71 248 | 8.04 159 | 4.39 160 | 3.91 198 | 9.37 258 | 9.95 342 | 1.48 100 | 9.73 274 | 2.61 265 | 0.01 157 | 0.22 510 | 0.00 1 | 0.33 557 | 0.06 111 | 0.16 289 |
|
| model_zeroshot |  | 5.12 281 | 1.53 337 | 9.70 462 | 5.33 377 | 1.54 278 | 8.71 391 | 2.23 323 | 15.60 352 | 8.29 276 | 13.74 390 | 10.02 268 | 10.57 351 | 2.97 169 | 8.47 213 | 2.61 265 | 0.02 246 | 0.18 478 | 0.14 477 | 0.25 516 | 0.06 111 | 0.34 416 |
|
| trnet |  | 3.62 216 | 0.95 126 | 3.30 47 | 2.21 37 | 0.56 108 | 5.67 279 | 0.42 82 | 10.62 239 | 13.30 357 | 6.89 268 | 10.45 281 | 5.78 246 | 3.69 204 | 5.80 119 | 2.61 265 | 0.00 1 | 0.02 116 | 0.03 330 | 0.01 220 | 0.04 86 | 0.02 27 |
|
| CREStereo |  | 3.58 213 | 1.05 156 | 3.35 51 | 2.17 32 | 0.59 114 | 5.61 266 | 0.40 80 | 10.50 233 | 13.34 359 | 6.93 270 | 10.44 280 | 5.29 236 | 3.47 191 | 5.82 120 | 2.62 268 | 0.01 157 | 0.01 52 | 0.02 310 | 0.01 220 | 0.04 86 | 0.01 11 |
| 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 88 | 1.12 184 | 3.31 49 | 3.49 197 | 0.52 101 | 2.37 44 | 0.28 73 | 5.87 70 | 2.72 92 | 2.59 141 | 1.68 64 | 4.85 221 | 1.81 119 | 8.52 215 | 2.63 269 | 0.10 385 | 0.04 185 | 0.00 1 | 0.00 1 | 0.04 86 | 0.13 248 |
|
| Reg-Stereo(zero) |  | 4.54 256 | 0.68 35 | 4.39 134 | 3.20 163 | 1.30 240 | 3.29 88 | 0.89 133 | 16.64 374 | 12.89 347 | 10.01 313 | 10.70 288 | 10.29 347 | 4.51 246 | 8.83 238 | 2.63 269 | 0.01 157 | 0.14 444 | 0.00 1 | 0.13 440 | 0.03 55 | 0.17 298 |
|
| LoS |  | 3.59 214 | 1.07 164 | 3.81 91 | 2.80 113 | 0.52 101 | 4.98 213 | 1.18 156 | 10.35 230 | 12.97 348 | 4.54 217 | 10.75 291 | 3.89 193 | 3.27 181 | 8.78 232 | 2.63 269 | 0.03 287 | 0.03 159 | 0.09 424 | 0.00 1 | 0.12 209 | 0.04 99 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| RAFT-Stereo-weight |  | 5.07 278 | 0.93 125 | 5.57 233 | 4.24 269 | 0.72 154 | 6.05 316 | 1.63 221 | 17.77 393 | 17.16 414 | 10.99 332 | 10.22 276 | 12.06 383 | 1.67 110 | 9.25 256 | 2.69 272 | 0.06 357 | 0.11 398 | 0.00 1 | 0.00 1 | 0.15 233 | 0.12 231 |
|
| PMTNet |  | 5.36 299 | 0.97 135 | 3.42 56 | 1.97 15 | 1.30 240 | 8.96 392 | 0.69 110 | 12.33 264 | 12.16 334 | 8.50 296 | 11.35 298 | 6.09 254 | 4.50 245 | 9.34 260 | 2.70 273 | 22.71 730 | 0.01 52 | 0.04 355 | 0.02 266 | 0.06 111 | 0.01 11 |
|
| depthmonostereo |  | 4.02 242 | 1.64 386 | 5.29 200 | 4.40 288 | 1.19 227 | 8.04 380 | 1.16 155 | 15.24 341 | 12.52 339 | 4.62 219 | 7.49 235 | 4.11 197 | 4.80 271 | 6.61 142 | 2.71 274 | 0.04 308 | 0.21 500 | 0.11 456 | 0.07 385 | 0.07 136 | 0.02 27 |
|
| tg |  | 5.09 280 | 1.48 315 | 6.73 287 | 4.83 319 | 1.23 233 | 7.57 371 | 0.49 90 | 18.35 407 | 11.87 328 | 9.28 306 | 14.61 333 | 7.15 288 | 4.12 217 | 10.58 300 | 2.74 275 | 0.00 1 | 0.04 185 | 0.00 1 | 0.00 1 | 0.45 427 | 0.36 425 |
|
| 999 |  | 3.44 201 | 0.92 122 | 4.78 155 | 4.69 310 | 2.34 364 | 7.58 372 | 2.20 317 | 9.81 215 | 6.11 216 | 2.96 160 | 4.79 165 | 5.07 226 | 2.27 142 | 12.10 402 | 2.76 276 | 0.03 287 | 0.09 353 | 0.00 1 | 0.00 1 | 0.29 337 | 0.10 201 |
|
| SMOE |  | 5.86 334 | 1.15 197 | 5.68 240 | 4.41 289 | 0.90 186 | 13.49 484 | 6.83 526 | 17.46 386 | 11.25 325 | 11.53 337 | 14.89 338 | 9.61 336 | 7.48 384 | 6.40 136 | 2.77 277 | 0.23 459 | 0.01 52 | 2.36 659 | 0.05 349 | 0.45 427 | 0.34 416 |
|
| zero-FE |  | 3.01 168 | 1.06 157 | 4.57 142 | 4.18 263 | 4.04 478 | 3.24 84 | 1.51 196 | 6.17 91 | 1.87 47 | 1.00 26 | 2.52 82 | 1.72 100 | 4.92 275 | 6.19 132 | 2.77 277 | 0.27 478 | 0.10 375 | 0.00 1 | 0.05 349 | 13.94 709 | 0.09 188 |
|
| GLC_STEREO |  | 3.40 199 | 1.06 157 | 3.44 59 | 6.52 475 | 0.20 8 | 4.76 192 | 1.66 226 | 8.97 192 | 6.59 227 | 5.39 243 | 9.04 251 | 5.23 233 | 2.03 127 | 9.76 275 | 2.77 277 | 0.01 157 | 0.03 159 | 0.21 515 | 0.00 1 | 0.23 291 | 0.06 148 |
|
| PAM_32 |  | 6.82 385 | 1.73 409 | 14.16 559 | 5.34 379 | 1.47 265 | 13.84 492 | 0.88 132 | 14.75 332 | 6.34 221 | 14.22 399 | 9.14 254 | 24.94 580 | 11.87 492 | 12.50 427 | 2.79 280 | 0.14 407 | 0.27 545 | 0.09 424 | 0.42 584 | 0.54 473 | 0.89 537 |
|
| DDF-Stereo |  | 3.17 182 | 1.08 167 | 4.40 135 | 4.63 308 | 4.02 477 | 3.40 93 | 1.51 196 | 5.27 40 | 1.78 41 | 0.85 15 | 2.57 86 | 1.68 99 | 4.63 256 | 8.01 197 | 2.80 281 | 0.27 478 | 0.13 427 | 0.00 1 | 0.14 446 | 16.19 716 | 0.09 188 |
|
| AE-Stereo |  | 5.15 282 | 1.56 355 | 7.99 356 | 8.70 566 | 2.18 351 | 9.12 397 | 3.02 375 | 11.78 254 | 13.30 357 | 4.34 211 | 12.84 318 | 10.83 354 | 4.53 247 | 8.71 229 | 2.82 282 | 0.04 308 | 0.44 591 | 0.05 366 | 0.33 557 | 0.20 267 | 0.17 298 |
|
| raft_robust |  | 7.97 434 | 2.26 511 | 6.75 290 | 5.83 416 | 0.72 154 | 5.57 262 | 0.84 127 | 33.59 623 | 34.21 608 | 18.17 500 | 19.88 409 | 6.50 271 | 5.62 312 | 15.33 508 | 2.83 283 | 0.03 287 | 0.23 518 | 0.00 1 | 0.37 569 | 0.32 368 | 0.39 432 |
|
| sAnonymous2 |  | 6.59 366 | 6.21 620 | 19.05 620 | 8.91 569 | 5.27 562 | 4.58 163 | 6.69 520 | 15.56 350 | 11.12 322 | 4.86 230 | 8.71 247 | 3.81 190 | 7.93 396 | 7.38 172 | 2.89 284 | 0.09 377 | 0.07 296 | 0.05 366 | 0.28 532 | 11.25 699 | 7.10 686 |
|
| CroCo_RVC |  | 6.59 366 | 6.21 620 | 19.05 620 | 8.91 569 | 5.27 562 | 4.58 163 | 6.69 520 | 15.56 350 | 11.12 322 | 4.86 230 | 8.71 247 | 3.81 190 | 7.93 396 | 7.38 172 | 2.89 284 | 0.09 377 | 0.07 296 | 0.05 366 | 0.28 532 | 11.25 699 | 7.10 686 |
|
| RAFT-Stereo + iAFF |  | 5.48 306 | 1.66 392 | 7.56 330 | 3.49 197 | 0.40 66 | 2.75 56 | 0.67 106 | 16.07 365 | 14.76 377 | 12.27 346 | 18.67 390 | 11.95 378 | 8.08 402 | 7.84 191 | 2.89 284 | 0.01 157 | 0.06 266 | 0.00 1 | 0.00 1 | 0.37 397 | 0.04 99 |
|
| MaDis-Stereo |  | 2.73 141 | 1.56 355 | 6.21 271 | 2.96 141 | 2.45 371 | 1.80 24 | 0.28 73 | 7.43 134 | 5.07 185 | 2.57 138 | 3.43 108 | 7.13 286 | 4.71 263 | 5.74 118 | 2.91 287 | 0.00 1 | 0.05 226 | 0.00 1 | 0.00 1 | 0.15 233 | 0.12 231 |
|
| raftrobust |  | 5.56 318 | 1.42 292 | 6.00 256 | 7.04 508 | 5.11 547 | 4.90 206 | 1.88 286 | 17.13 381 | 13.72 363 | 11.87 340 | 11.58 303 | 7.82 303 | 9.21 426 | 10.28 291 | 2.92 288 | 0.02 246 | 0.05 226 | 0.00 1 | 0.00 1 | 0.22 276 | 0.11 220 |
|
| KYRaft |  | 9.04 466 | 1.11 179 | 7.02 307 | 6.50 473 | 0.97 196 | 8.27 385 | 8.19 553 | 22.86 478 | 8.20 273 | 21.30 567 | 31.38 569 | 22.64 550 | 8.20 405 | 11.99 388 | 2.96 289 | 0.02 246 | 0.02 116 | 0.05 366 | 0.68 616 | 0.40 412 | 18.09 728 |
|
| 2.25w |  | 2.37 114 | 0.87 103 | 4.69 150 | 2.52 82 | 1.76 305 | 3.53 101 | 0.41 81 | 6.10 87 | 2.56 71 | 3.93 199 | 6.70 216 | 0.35 29 | 2.47 154 | 8.53 216 | 2.97 290 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 12 | 0.02 27 |
|
| test_4 |  | 5.47 303 | 0.98 137 | 5.56 232 | 6.55 479 | 0.62 121 | 5.53 256 | 1.88 286 | 11.68 253 | 6.00 213 | 12.60 363 | 30.86 560 | 7.48 300 | 3.87 207 | 12.25 410 | 2.97 290 | 0.00 1 | 0.07 296 | 0.03 330 | 0.14 446 | 0.34 382 | 0.04 99 |
|
| Gwc-CoAtRS |  | 5.54 313 | 1.22 218 | 8.40 377 | 4.28 278 | 1.36 260 | 6.93 353 | 1.31 169 | 15.48 347 | 15.03 379 | 12.62 364 | 13.32 323 | 12.74 393 | 5.71 316 | 8.61 219 | 2.98 292 | 0.01 157 | 0.22 510 | 0.00 1 | 0.29 536 | 0.28 329 | 0.07 166 |
|
| NLSM3 |  | 3.19 186 | 0.86 100 | 3.90 98 | 3.11 155 | 4.00 476 | 3.18 78 | 0.55 97 | 13.79 318 | 8.23 275 | 3.39 177 | 6.88 223 | 1.79 110 | 3.97 211 | 7.12 164 | 3.01 293 | 0.01 157 | 0.00 1 | 0.05 366 | 0.00 1 | 0.03 55 | 0.01 11 |
|
| DVStereo |   | 4.23 249 | 1.38 281 | 5.58 236 | 3.85 239 | 1.58 279 | 10.80 427 | 1.02 145 | 11.59 252 | 5.65 207 | 11.75 338 | 9.98 263 | 4.54 214 | 3.29 184 | 9.83 277 | 3.01 293 | 0.05 336 | 0.18 478 | 0.08 412 | 0.23 500 | 0.08 154 | 0.06 148 |
|
| AnonymousM |  | 6.33 356 | 11.42 673 | 3.06 32 | 3.93 243 | 1.49 270 | 4.54 157 | 3.29 383 | 11.00 246 | 7.70 262 | 16.52 459 | 9.38 259 | 9.07 325 | 3.97 211 | 7.10 163 | 3.01 293 | 0.43 527 | 0.07 296 | 22.69 726 | 7.67 709 | 0.06 111 | 0.21 342 |
|
| DCRE |  | 6.07 351 | 1.75 421 | 8.41 378 | 7.20 517 | 3.82 463 | 6.48 335 | 4.18 428 | 15.52 349 | 10.42 312 | 9.24 305 | 22.47 456 | 11.71 370 | 5.46 302 | 10.62 304 | 3.02 296 | 0.02 246 | 0.26 541 | 0.05 366 | 0.30 544 | 0.15 233 | 0.24 368 |
|
| 3.5w_stereo |  | 2.46 126 | 1.21 216 | 4.40 135 | 2.23 39 | 1.53 275 | 6.00 306 | 1.12 151 | 6.82 116 | 2.60 79 | 3.48 179 | 4.35 140 | 0.33 26 | 2.08 130 | 9.99 285 | 3.03 297 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 1 | 0.06 148 |
|
| rvit_stereo_0081_aga |  | 3.72 225 | 2.39 517 | 8.60 394 | 5.27 372 | 2.99 414 | 5.02 218 | 1.94 297 | 8.12 164 | 6.24 218 | 6.74 264 | 6.85 222 | 5.85 249 | 3.28 183 | 7.31 170 | 3.04 298 | 0.02 246 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 492 | 0.22 350 |
|
| DisPM |  | 6.43 361 | 1.31 255 | 8.36 373 | 6.61 486 | 1.06 206 | 5.83 288 | 3.82 412 | 13.04 291 | 11.63 326 | 16.38 454 | 23.88 470 | 12.80 394 | 6.50 355 | 13.03 457 | 3.04 298 | 0.51 546 | 0.01 52 | 0.08 412 | 0.15 455 | 0.10 191 | 0.42 443 |
|
| IGEV++ |  | 2.98 166 | 1.27 240 | 5.17 189 | 5.41 385 | 0.47 85 | 4.63 170 | 1.71 248 | 9.97 220 | 4.75 168 | 2.58 139 | 6.27 210 | 4.35 204 | 4.44 236 | 4.98 105 | 3.05 300 | 0.00 1 | 0.07 296 | 0.00 1 | 0.08 394 | 0.24 298 | 0.18 308 |
|
| GEAR-Net |  | 2.97 164 | 1.14 190 | 5.16 188 | 5.41 385 | 0.47 85 | 4.63 170 | 1.70 235 | 9.96 219 | 4.75 168 | 2.58 139 | 6.27 210 | 4.35 204 | 4.45 240 | 4.96 103 | 3.06 301 | 0.00 1 | 0.09 353 | 0.00 1 | 0.08 394 | 0.24 298 | 0.18 308 |
|
| BStereo |   | 3.05 172 | 1.51 331 | 15.51 580 | 2.95 138 | 1.03 199 | 5.97 303 | 3.41 392 | 6.02 79 | 5.56 204 | 2.75 153 | 1.76 66 | 2.49 149 | 0.78 50 | 7.72 185 | 3.07 302 | 0.01 157 | 0.03 159 | 0.04 355 | 0.09 410 | 0.09 167 | 0.17 298 |
|
| Anonymus123 |  | 3.68 221 | 1.51 331 | 15.51 580 | 2.95 138 | 1.03 199 | 12.63 466 | 3.41 392 | 11.91 256 | 5.56 204 | 2.75 153 | 1.76 66 | 2.49 149 | 0.78 50 | 7.72 185 | 3.07 302 | 0.01 157 | 0.03 159 | 0.04 355 | 0.09 410 | 0.09 167 | 0.17 298 |
|
| RALAANet |  | 6.49 365 | 2.49 524 | 9.69 461 | 7.09 510 | 4.98 536 | 6.23 321 | 1.68 230 | 19.90 437 | 14.26 370 | 15.04 416 | 14.56 332 | 12.69 392 | 4.38 229 | 12.91 447 | 3.07 302 | 0.02 246 | 0.07 296 | 0.00 1 | 0.10 422 | 0.51 462 | 0.15 280 |
|
| iRaft-Stereo_20w |  | 6.06 350 | 1.84 445 | 12.04 521 | 4.23 267 | 1.67 294 | 6.77 350 | 2.22 322 | 18.73 415 | 6.08 215 | 14.72 406 | 10.33 278 | 13.42 414 | 8.14 403 | 15.88 526 | 3.08 305 | 0.01 157 | 0.24 529 | 0.13 472 | 0.39 575 | 0.61 495 | 0.71 511 |
|
| SA |  | 7.93 430 | 1.54 342 | 9.13 429 | 7.98 549 | 0.64 125 | 5.85 292 | 2.29 328 | 22.27 470 | 24.54 516 | 13.17 377 | 31.07 564 | 8.87 322 | 10.32 451 | 16.49 546 | 3.12 306 | 0.04 308 | 0.12 411 | 0.17 494 | 0.30 544 | 0.45 427 | 0.17 298 |
|
| CREStereo++_RVC |  | 4.61 262 | 0.99 143 | 3.70 81 | 4.08 251 | 2.01 338 | 3.94 117 | 0.10 38 | 9.10 196 | 16.94 413 | 8.65 300 | 16.77 365 | 4.46 207 | 2.18 134 | 5.72 117 | 3.12 306 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 721 | 0.02 12 | 0.01 11 |
| 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 |  | 5.87 336 | 0.88 105 | 4.11 118 | 3.01 146 | 0.51 97 | 18.49 586 | 0.98 143 | 18.89 420 | 17.60 424 | 12.52 353 | 12.46 315 | 7.87 306 | 5.01 284 | 11.05 332 | 3.13 308 | 0.73 580 | 0.01 52 | 0.04 355 | 0.00 1 | 0.07 136 | 0.01 11 |
|
| AIO-test1 |  | 6.38 357 | 1.41 291 | 5.70 242 | 9.77 596 | 5.61 580 | 9.09 395 | 1.79 270 | 21.63 461 | 20.69 458 | 6.75 265 | 17.68 372 | 8.19 313 | 4.99 281 | 10.38 295 | 3.16 309 | 0.01 157 | 0.01 52 | 0.00 1 | 0.13 440 | 0.28 329 | 0.26 379 |
|
| qqq1 |  | 9.96 508 | 1.37 275 | 13.37 539 | 4.41 289 | 1.30 240 | 14.40 506 | 3.29 383 | 30.25 574 | 29.81 560 | 19.55 528 | 29.37 530 | 18.06 497 | 14.40 549 | 15.42 512 | 3.18 310 | 0.38 507 | 0.21 500 | 0.00 1 | 0.01 220 | 0.29 337 | 0.18 308 |
|
| fff1 |  | 9.96 508 | 1.37 275 | 13.37 539 | 4.41 289 | 1.30 240 | 14.40 506 | 3.29 383 | 30.25 574 | 29.81 560 | 19.55 528 | 29.37 530 | 18.06 497 | 14.40 549 | 15.42 512 | 3.18 310 | 0.38 507 | 0.21 500 | 0.00 1 | 0.01 220 | 0.29 337 | 0.18 308 |
|
| RAFT+CT+SA |  | 7.44 413 | 1.46 306 | 6.46 278 | 10.73 627 | 3.34 432 | 4.70 179 | 7.45 546 | 16.45 370 | 25.89 526 | 10.18 318 | 27.15 508 | 7.27 293 | 8.00 400 | 15.11 505 | 3.19 312 | 0.02 246 | 0.00 1 | 0.18 499 | 0.46 595 | 0.30 346 | 0.47 458 |
|
| TestStereo_HLe17 |  | 5.56 318 | 1.69 404 | 9.09 425 | 3.07 150 | 2.43 370 | 7.21 360 | 2.98 372 | 17.93 400 | 16.13 403 | 8.49 295 | 16.14 356 | 5.57 243 | 4.29 226 | 12.87 443 | 3.21 313 | 0.04 308 | 0.00 1 | 0.01 275 | 0.00 1 | 0.10 191 | 0.04 99 |
|
| AFF-stereo |  | 6.17 353 | 1.61 374 | 7.02 307 | 4.08 251 | 0.64 125 | 3.53 101 | 0.76 119 | 16.00 363 | 13.14 350 | 12.86 368 | 25.42 484 | 15.67 448 | 7.86 395 | 11.12 337 | 3.21 313 | 0.02 246 | 0.06 266 | 0.00 1 | 0.00 1 | 0.40 412 | 0.08 181 |
|
| Occ-G |  | 3.68 221 | 1.07 164 | 4.68 148 | 3.11 155 | 1.26 236 | 3.63 104 | 6.75 524 | 7.88 151 | 4.90 177 | 4.37 213 | 8.36 242 | 9.68 339 | 4.39 230 | 9.65 269 | 3.23 315 | 0.00 1 | 0.11 398 | 0.00 1 | 0.19 478 | 0.19 263 | 0.07 166 |
|
| water-stereo |  | 3.66 220 | 0.84 89 | 4.79 158 | 3.60 214 | 0.79 165 | 5.03 223 | 0.89 133 | 12.93 285 | 5.45 201 | 5.82 249 | 14.74 336 | 6.51 272 | 4.76 269 | 3.37 44 | 3.26 316 | 0.03 287 | 0.13 427 | 0.09 424 | 0.04 319 | 0.06 111 | 0.07 166 |
|
| Sa-1000 |  | 8.38 448 | 1.50 328 | 8.13 363 | 7.56 534 | 0.89 183 | 14.39 503 | 2.47 342 | 24.31 495 | 23.74 502 | 15.18 425 | 28.35 521 | 11.42 366 | 8.85 419 | 16.20 541 | 3.28 317 | 0.17 423 | 0.23 518 | 0.15 484 | 0.23 500 | 0.46 433 | 0.19 325 |
|
| S |  | 6.47 364 | 1.14 190 | 6.16 264 | 3.77 232 | 5.27 562 | 15.96 539 | 7.30 542 | 15.06 335 | 16.00 402 | 13.40 387 | 17.00 367 | 6.36 266 | 8.81 418 | 7.41 174 | 3.32 318 | 0.22 449 | 0.07 296 | 0.59 582 | 0.41 579 | 0.53 470 | 0.57 483 |
|
| rvit_0105_6 |  | 5.74 331 | 2.76 536 | 14.29 564 | 9.83 600 | 1.73 300 | 5.18 232 | 5.24 458 | 10.21 226 | 20.31 454 | 6.26 259 | 6.78 217 | 10.10 346 | 6.43 351 | 11.20 347 | 3.33 319 | 0.18 426 | 0.29 552 | 0.00 1 | 0.00 1 | 0.51 462 | 0.14 259 |
|
| TestStereo1 |  | 7.62 417 | 1.62 380 | 7.60 332 | 10.47 618 | 1.86 318 | 4.76 192 | 2.48 343 | 19.73 433 | 22.33 482 | 16.79 468 | 26.02 491 | 9.33 330 | 9.30 428 | 15.92 529 | 3.37 320 | 0.01 157 | 0.02 116 | 0.02 310 | 0.05 349 | 0.55 477 | 0.28 390 |
|
| SA-5K |  | 7.62 417 | 1.62 380 | 7.60 332 | 10.47 618 | 1.86 318 | 4.76 192 | 2.48 343 | 19.73 433 | 22.33 482 | 16.79 468 | 26.02 491 | 9.33 330 | 9.30 428 | 15.92 529 | 3.37 320 | 0.01 157 | 0.02 116 | 0.02 310 | 0.05 349 | 0.55 477 | 0.28 390 |
|
| Select-FE |  | 7.63 419 | 3.47 564 | 20.76 637 | 6.30 459 | 3.70 455 | 4.03 124 | 0.92 136 | 18.82 417 | 5.95 211 | 12.56 362 | 23.32 463 | 19.63 523 | 12.90 516 | 13.98 483 | 3.39 322 | 0.09 377 | 0.51 611 | 0.05 366 | 0.70 617 | 0.29 337 | 1.21 573 |
|
| MyStereo06 |  | 6.40 358 | 1.76 427 | 13.15 536 | 6.19 453 | 4.40 505 | 7.09 357 | 9.95 584 | 16.68 375 | 6.98 238 | 12.91 369 | 10.76 292 | 17.84 491 | 5.71 316 | 9.97 284 | 3.39 322 | 0.06 357 | 0.10 375 | 0.02 310 | 0.04 319 | 0.73 522 | 0.29 395 |
|
| PhaseNet |  | 2.46 126 | 1.14 190 | 3.75 87 | 3.35 181 | 0.92 191 | 5.85 292 | 0.43 84 | 7.96 155 | 3.27 128 | 2.28 124 | 2.35 78 | 6.22 259 | 1.10 73 | 6.36 134 | 3.43 324 | 0.15 416 | 0.09 353 | 0.00 1 | 0.00 1 | 0.06 111 | 0.42 443 |
|
| Weightmod |  | 4.73 269 | 1.47 308 | 4.38 133 | 2.73 107 | 2.87 402 | 10.79 426 | 1.76 263 | 11.42 250 | 9.66 300 | 8.14 284 | 10.48 283 | 9.45 333 | 6.51 357 | 9.57 267 | 3.48 325 | 0.87 604 | 0.25 537 | 0.06 389 | 0.02 266 | 0.55 477 | 0.18 308 |
|
| TestStereo-Hl |   | 5.40 302 | 1.33 262 | 5.55 228 | 3.00 145 | 0.89 183 | 5.51 253 | 4.03 418 | 14.53 325 | 13.48 361 | 10.10 316 | 16.08 353 | 8.99 323 | 8.18 404 | 12.60 432 | 3.48 325 | 0.05 336 | 0.03 159 | 0.01 275 | 0.00 1 | 0.16 244 | 0.06 148 |
|
| rvit_stereo_0081 |  | 3.93 234 | 1.78 436 | 8.60 394 | 6.26 457 | 1.73 300 | 3.48 96 | 2.36 331 | 7.71 147 | 15.81 398 | 4.41 214 | 5.39 187 | 5.14 229 | 3.94 209 | 7.95 195 | 3.57 327 | 0.01 157 | 0.01 52 | 0.00 1 | 0.01 220 | 0.39 407 | 0.10 201 |
|
| rvit_stereo_0082 |  | 3.93 234 | 1.78 436 | 8.60 394 | 6.26 457 | 1.73 300 | 3.48 96 | 2.36 331 | 7.71 147 | 15.81 398 | 4.41 214 | 5.39 187 | 5.14 229 | 3.94 209 | 7.95 195 | 3.57 327 | 0.01 157 | 0.01 52 | 0.00 1 | 0.01 220 | 0.39 407 | 0.10 201 |
|
| test-1 |  | 5.62 325 | 1.53 337 | 14.78 573 | 7.44 527 | 1.11 212 | 7.99 379 | 1.19 157 | 13.03 290 | 12.04 333 | 9.39 307 | 15.23 343 | 11.15 362 | 5.56 308 | 7.06 162 | 3.57 327 | 0.07 368 | 0.50 607 | 0.00 1 | 0.10 422 | 0.16 244 | 0.47 458 |
|
| TRStereo |  | 6.22 355 | 6.09 618 | 11.30 505 | 9.19 579 | 7.41 639 | 4.75 189 | 1.74 254 | 19.70 432 | 11.74 327 | 10.61 326 | 8.65 244 | 10.67 352 | 3.22 179 | 13.81 479 | 3.60 330 | 0.31 489 | 0.23 518 | 0.12 460 | 0.36 565 | 0.48 444 | 0.38 429 |
|
| LL-Strereo2 |  | 5.54 313 | 2.17 501 | 9.12 427 | 5.65 395 | 2.54 377 | 6.48 335 | 2.27 327 | 15.08 336 | 7.79 264 | 10.99 332 | 10.26 277 | 15.94 453 | 3.50 195 | 13.25 463 | 3.63 331 | 0.00 1 | 0.13 427 | 1.34 639 | 0.10 422 | 0.30 346 | 0.19 325 |
|
| IGEV_Zeroshot_test |  | 5.28 293 | 2.03 484 | 14.26 562 | 6.09 444 | 1.33 251 | 4.32 141 | 1.03 148 | 14.46 322 | 6.50 224 | 13.33 383 | 11.89 306 | 11.01 357 | 3.45 188 | 10.71 311 | 3.64 332 | 0.03 287 | 0.22 510 | 0.15 484 | 0.26 522 | 0.80 533 | 0.20 330 |
|
| EAI-Stereo |  | 5.21 288 | 1.74 412 | 8.46 384 | 5.69 400 | 1.37 261 | 5.67 279 | 3.52 398 | 18.77 416 | 5.65 207 | 9.75 309 | 16.08 353 | 6.36 266 | 3.57 197 | 11.73 378 | 3.64 332 | 0.01 157 | 0.33 568 | 0.03 330 | 1.06 640 | 0.21 272 | 0.65 501 |
|
| IGEV-FE |  | 5.28 293 | 2.03 484 | 14.26 562 | 6.10 447 | 1.33 251 | 4.32 141 | 1.03 148 | 14.46 322 | 6.50 224 | 13.33 383 | 11.86 305 | 11.00 356 | 3.47 191 | 10.71 311 | 3.65 334 | 0.03 287 | 0.22 510 | 0.15 484 | 0.26 522 | 0.80 533 | 0.20 330 |
|
| test_5 |  | 8.51 451 | 1.50 328 | 8.19 370 | 11.06 636 | 5.00 539 | 6.91 352 | 5.67 475 | 17.50 387 | 22.09 479 | 16.07 445 | 29.63 540 | 15.28 444 | 10.78 460 | 15.94 531 | 3.65 334 | 0.00 1 | 0.00 1 | 0.26 530 | 0.08 394 | 0.31 358 | 0.35 422 |
|
| raft+_RVC |  | 6.69 374 | 1.61 374 | 5.57 233 | 6.37 463 | 4.62 520 | 6.51 338 | 6.18 497 | 20.39 447 | 23.38 493 | 10.62 328 | 17.82 374 | 9.89 341 | 5.65 314 | 10.70 309 | 3.67 336 | 0.00 1 | 0.14 444 | 0.00 1 | 0.00 1 | 0.34 382 | 0.27 385 |
|
| monster_256*512 |  | 5.59 322 | 1.48 315 | 5.42 210 | 5.24 371 | 3.41 434 | 5.27 239 | 3.69 407 | 24.08 491 | 13.24 354 | 7.52 280 | 10.58 284 | 12.66 391 | 7.73 390 | 7.05 161 | 3.68 337 | 0.02 246 | 0.00 1 | 0.00 1 | 0.01 220 | 0.35 386 | 0.40 439 |
|
| Hybrid-DGEV-03 |  | 6.90 389 | 1.58 362 | 5.75 244 | 6.11 448 | 1.20 228 | 11.62 444 | 2.60 352 | 13.70 311 | 14.15 368 | 16.58 461 | 29.44 536 | 14.00 422 | 5.86 321 | 10.87 324 | 3.69 338 | 0.00 1 | 0.07 296 | 0.13 472 | 0.00 1 | 0.35 386 | 0.28 390 |
|
| TransformOpticalFlow |  | 7.76 424 | 1.90 451 | 9.31 438 | 5.50 389 | 1.18 226 | 6.97 355 | 8.27 554 | 17.86 399 | 13.21 352 | 14.58 403 | 29.13 528 | 19.01 511 | 10.85 461 | 12.51 428 | 3.69 338 | 0.01 157 | 0.04 185 | 0.20 510 | 0.04 319 | 0.17 255 | 0.84 528 |
|
| rvit_stereo_0083 |  | 4.53 255 | 1.94 462 | 9.94 470 | 7.12 514 | 1.67 294 | 4.98 213 | 2.80 365 | 8.25 169 | 18.22 434 | 4.76 227 | 7.78 239 | 6.41 268 | 4.87 272 | 7.54 179 | 3.74 340 | 0.11 393 | 0.04 185 | 0.00 1 | 0.01 220 | 0.24 298 | 0.16 289 |
|
| HUI-Stereo |  | 5.48 306 | 1.74 412 | 9.01 416 | 5.08 341 | 0.42 74 | 5.65 269 | 2.77 361 | 12.55 276 | 7.03 246 | 12.54 361 | 18.10 379 | 13.07 404 | 6.71 362 | 9.92 281 | 3.74 340 | 0.61 563 | 0.08 334 | 0.09 424 | 0.00 1 | 0.22 276 | 0.23 361 |
|
| R-Stereo Train |  | 7.04 398 | 1.34 267 | 7.89 348 | 6.23 455 | 2.30 360 | 7.51 367 | 5.54 471 | 23.96 486 | 6.94 236 | 16.26 451 | 33.57 607 | 12.04 381 | 5.61 309 | 7.67 181 | 3.74 340 | 0.01 157 | 0.05 226 | 0.01 275 | 0.00 1 | 0.10 191 | 0.12 231 |
|
| RAFT-Stereo |   | 7.04 398 | 1.34 267 | 7.89 348 | 6.23 455 | 2.30 360 | 7.51 367 | 5.54 471 | 23.96 486 | 6.94 236 | 16.26 451 | 33.57 607 | 12.04 381 | 5.61 309 | 7.67 181 | 3.74 340 | 0.01 157 | 0.05 226 | 0.01 275 | 0.00 1 | 0.10 191 | 0.12 231 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| AIO-Stereo-zeroshot1 |   | 7.76 424 | 3.78 573 | 19.59 624 | 5.04 335 | 10.79 683 | 5.87 297 | 1.85 282 | 19.52 430 | 7.33 255 | 14.18 396 | 21.16 434 | 16.50 463 | 5.97 329 | 13.73 478 | 3.79 344 | 0.04 308 | 0.17 469 | 0.04 355 | 1.30 653 | 2.45 611 | 2.15 616 |
|
| SST-Stereo |  | 6.60 369 | 1.46 306 | 8.37 374 | 6.68 489 | 0.77 162 | 6.01 309 | 1.93 295 | 14.68 330 | 9.24 294 | 19.09 523 | 20.43 418 | 16.86 468 | 8.59 411 | 13.49 469 | 3.80 345 | 0.22 449 | 0.05 226 | 0.13 472 | 0.00 1 | 0.08 154 | 0.05 131 |
|
| HLf8 |  | 5.31 296 | 1.68 401 | 7.70 339 | 3.15 158 | 2.75 395 | 7.19 359 | 1.88 286 | 17.68 390 | 16.71 409 | 7.82 281 | 13.88 327 | 6.00 253 | 3.75 205 | 11.89 386 | 3.81 346 | 0.01 157 | 0.00 1 | 0.01 275 | 0.00 1 | 0.15 233 | 0.04 99 |
|
| ROB_FTStereo |  | 5.49 308 | 1.74 412 | 8.96 411 | 5.09 342 | 0.42 74 | 5.65 269 | 1.68 230 | 12.53 275 | 7.00 239 | 12.53 359 | 18.00 376 | 13.02 400 | 6.74 365 | 11.51 360 | 3.81 346 | 0.60 559 | 0.09 353 | 0.09 424 | 0.00 1 | 0.22 276 | 0.22 350 |
|
| rvit_0105_4 |  | 6.69 374 | 2.81 538 | 15.46 579 | 10.22 612 | 1.58 279 | 5.99 304 | 5.81 478 | 13.77 316 | 23.65 498 | 7.16 277 | 9.46 260 | 12.64 389 | 7.78 393 | 12.03 390 | 3.83 348 | 0.19 430 | 0.47 600 | 0.00 1 | 0.01 220 | 0.60 493 | 0.37 426 |
|
| PSM-adaLoss |  | 5.50 309 | 1.74 412 | 9.03 421 | 5.09 342 | 0.42 74 | 5.66 274 | 1.98 303 | 12.50 268 | 7.01 244 | 12.52 353 | 18.13 382 | 12.96 396 | 6.77 370 | 11.11 336 | 3.83 348 | 0.72 576 | 0.09 353 | 0.09 424 | 0.00 1 | 0.22 276 | 0.22 350 |
|
| RAFT_R40 |  | 6.91 390 | 1.53 337 | 8.45 382 | 6.79 497 | 0.77 162 | 5.86 295 | 3.82 412 | 14.85 333 | 14.53 375 | 18.05 498 | 20.03 410 | 17.06 470 | 8.69 413 | 13.40 466 | 3.84 350 | 0.14 407 | 0.02 116 | 0.14 477 | 0.00 1 | 0.09 167 | 0.05 131 |
|
| LCNet |  | 7.52 414 | 1.23 223 | 5.35 204 | 6.42 468 | 1.29 239 | 9.27 400 | 5.64 474 | 17.85 397 | 10.63 316 | 16.54 460 | 24.54 475 | 14.85 435 | 11.29 475 | 11.74 379 | 3.88 351 | 0.02 246 | 0.02 116 | 0.22 519 | 2.04 666 | 0.90 548 | 6.76 679 |
|
| plain |  | 4.15 246 | 1.67 395 | 9.97 472 | 4.86 324 | 2.97 413 | 3.27 86 | 1.41 180 | 8.20 166 | 5.51 202 | 3.37 175 | 16.69 363 | 3.03 165 | 2.71 161 | 14.44 494 | 3.91 352 | 0.14 407 | 0.00 1 | 0.03 330 | 0.01 220 | 0.69 512 | 0.14 259 |
|
| rvit_stereo_0080 |  | 3.98 237 | 2.11 494 | 7.62 334 | 3.68 220 | 1.90 327 | 4.16 129 | 7.60 548 | 9.69 210 | 8.13 270 | 5.08 236 | 7.39 231 | 6.27 263 | 4.44 236 | 6.73 151 | 3.92 353 | 0.20 438 | 0.01 52 | 0.00 1 | 0.00 1 | 0.55 477 | 0.12 231 |
|
| whm_eth |  | 3.98 237 | 2.11 494 | 7.62 334 | 3.68 220 | 1.90 327 | 4.16 129 | 7.60 548 | 9.69 210 | 8.13 270 | 5.08 236 | 7.39 231 | 6.27 263 | 4.44 236 | 6.73 151 | 3.92 353 | 0.20 438 | 0.01 52 | 0.00 1 | 0.00 1 | 0.55 477 | 0.12 231 |
|
| PSM-AAD |  | 8.62 455 | 1.22 218 | 5.69 241 | 6.31 461 | 1.12 214 | 12.74 468 | 10.01 588 | 19.29 427 | 15.25 384 | 21.54 570 | 25.11 480 | 14.24 423 | 13.47 524 | 12.15 405 | 3.93 355 | 0.01 157 | 0.06 266 | 2.48 661 | 0.16 458 | 0.38 404 | 7.28 690 |
|
| UGAM-zero |  | 6.91 390 | 1.47 308 | 13.65 550 | 4.24 269 | 1.67 294 | 5.51 253 | 0.72 114 | 17.44 385 | 6.74 231 | 14.56 402 | 15.84 350 | 24.16 568 | 14.20 543 | 12.79 440 | 3.96 356 | 0.00 1 | 0.22 510 | 0.02 310 | 0.58 609 | 0.14 225 | 0.27 385 |
|
| TestStereo |  | 6.02 347 | 2.55 528 | 7.33 323 | 5.57 391 | 1.68 297 | 6.05 316 | 1.78 269 | 13.73 313 | 16.40 408 | 10.87 330 | 23.79 467 | 9.00 324 | 5.63 313 | 11.26 350 | 3.96 356 | 0.09 377 | 0.01 52 | 0.00 1 | 0.00 1 | 0.69 512 | 0.01 11 |
|
| Prome-Stereo |  | 8.10 437 | 1.28 243 | 5.48 219 | 6.50 473 | 1.51 272 | 6.70 345 | 9.42 574 | 21.08 453 | 9.13 293 | 20.88 555 | 32.84 593 | 11.95 378 | 11.86 491 | 11.75 380 | 3.97 358 | 0.01 157 | 0.02 116 | 0.18 499 | 0.12 435 | 0.41 415 | 7.01 684 |
|
| STrans-v2 |  | 7.98 435 | 1.84 445 | 9.42 443 | 4.84 322 | 1.48 268 | 12.23 458 | 10.05 589 | 19.06 425 | 12.32 338 | 13.63 388 | 26.06 495 | 18.13 502 | 12.35 502 | 12.99 453 | 3.99 359 | 0.01 157 | 0.01 52 | 0.18 499 | 0.01 220 | 0.22 276 | 0.83 526 |
|
| RAFT-IKP |  | 5.53 310 | 1.74 412 | 8.95 408 | 5.09 342 | 0.41 69 | 5.45 250 | 2.08 312 | 12.52 272 | 7.00 239 | 12.52 353 | 18.13 382 | 12.93 395 | 6.79 371 | 11.59 368 | 3.99 359 | 0.80 591 | 0.09 353 | 0.09 424 | 0.00 1 | 0.22 276 | 0.22 350 |
|
| Patchmatch Stereo++ |  | 5.56 318 | 1.74 412 | 9.01 416 | 5.09 342 | 0.41 69 | 5.66 274 | 2.40 339 | 12.52 272 | 7.00 239 | 12.52 353 | 18.08 377 | 13.02 400 | 6.74 365 | 11.59 368 | 4.01 361 | 0.78 585 | 0.09 353 | 0.09 424 | 0.00 1 | 0.22 276 | 0.22 350 |
| 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 |  | 5.56 318 | 1.74 412 | 9.01 416 | 5.09 342 | 0.41 69 | 5.66 274 | 2.40 339 | 12.52 272 | 7.00 239 | 12.52 353 | 18.08 377 | 13.02 400 | 6.74 365 | 11.59 368 | 4.01 361 | 0.78 585 | 0.09 353 | 0.09 424 | 0.00 1 | 0.22 276 | 0.22 350 |
|
| knoymous |  | 6.19 354 | 1.49 322 | 4.49 138 | 3.81 234 | 1.87 322 | 5.84 290 | 5.76 477 | 14.51 324 | 14.18 369 | 13.31 382 | 21.59 441 | 12.64 389 | 6.49 354 | 12.41 418 | 4.03 363 | 0.12 399 | 0.13 427 | 0.12 460 | 0.00 1 | 0.71 517 | 0.35 422 |
|
| ROB_FTStereo_v2 |  | 5.53 310 | 1.74 412 | 8.97 413 | 5.09 342 | 0.42 74 | 5.64 268 | 2.02 307 | 12.50 268 | 7.00 239 | 12.51 352 | 18.10 379 | 12.99 397 | 6.72 363 | 11.50 359 | 4.04 364 | 0.70 572 | 0.09 353 | 0.09 424 | 0.00 1 | 0.22 276 | 0.23 361 |
|
| iGMRVC |  | 5.54 313 | 1.74 412 | 9.01 416 | 5.09 342 | 0.42 74 | 5.66 274 | 1.81 276 | 12.61 279 | 7.02 245 | 12.52 353 | 18.11 381 | 13.02 400 | 6.64 359 | 11.57 364 | 4.16 365 | 0.82 595 | 0.09 353 | 0.09 424 | 0.00 1 | 0.22 276 | 0.21 342 |
|
| DLNR-FE |  | 27.66 706 | 51.31 739 | 91.55 775 | 98.52 785 | 97.91 783 | 3.10 73 | 0.50 91 | 31.55 595 | 7.66 261 | 8.18 287 | 15.67 346 | 7.31 295 | 1.63 105 | 11.88 384 | 4.21 366 | 40.23 740 | 0.89 646 | 0.06 389 | 0.34 560 | 80.38 767 | 0.24 368 |
|
| MIF-Stereo (partial) |  | 4.33 251 | 1.23 223 | 7.27 317 | 5.04 335 | 5.31 567 | 3.47 95 | 0.95 140 | 9.06 195 | 7.41 256 | 4.15 207 | 15.76 349 | 5.38 237 | 5.22 295 | 11.56 363 | 4.21 366 | 0.04 308 | 0.02 116 | 0.05 366 | 0.03 295 | 0.34 382 | 0.12 231 |
|
| DLNR_Zeroshot_test |   | 27.62 705 | 51.32 740 | 91.46 773 | 98.51 784 | 98.03 784 | 3.10 73 | 0.50 91 | 30.95 586 | 7.65 260 | 8.16 286 | 15.68 348 | 7.31 295 | 1.63 105 | 11.87 383 | 4.21 366 | 40.37 741 | 0.87 643 | 0.06 389 | 0.34 560 | 80.23 766 | 0.24 368 |
|
| RALCasStereoNet |  | 5.95 340 | 2.02 481 | 7.09 310 | 7.06 509 | 5.10 546 | 6.36 330 | 5.44 469 | 13.97 320 | 13.25 355 | 9.93 312 | 17.45 370 | 10.37 349 | 3.89 208 | 11.64 373 | 4.24 369 | 0.02 246 | 0.46 598 | 0.10 443 | 0.00 1 | 0.20 267 | 0.31 406 |
|
| GCST |   | 37.32 732 | 40.98 736 | 25.25 649 | 92.15 774 | 35.59 737 | 25.00 635 | 1.02 145 | 25.45 505 | 19.73 447 | 26.01 623 | 15.21 342 | 19.51 522 | 4.75 268 | 16.71 550 | 4.32 370 | 80.90 772 | 35.46 749 | 87.50 778 | 74.71 762 | 73.21 762 | 42.99 748 |
|
| GMM-Stereo |  | 8.34 446 | 1.09 173 | 6.42 275 | 6.14 451 | 2.52 374 | 10.30 411 | 9.64 580 | 23.44 484 | 10.64 317 | 17.84 490 | 29.89 543 | 17.37 485 | 7.75 392 | 11.55 362 | 4.36 371 | 0.05 336 | 0.01 52 | 0.23 523 | 0.90 627 | 0.46 433 | 6.26 673 |
|
| FTStereo |  | 8.67 456 | 1.13 187 | 6.04 259 | 6.04 441 | 2.39 367 | 7.86 377 | 12.05 626 | 17.72 392 | 8.33 278 | 20.16 544 | 41.41 661 | 16.10 460 | 12.64 510 | 10.80 318 | 4.37 372 | 0.18 426 | 0.01 52 | 0.09 424 | 0.16 458 | 0.15 233 | 5.71 667 |
|
| CroCo-Stereo Lap2 |  | 4.01 241 | 2.03 484 | 8.14 364 | 9.82 598 | 6.03 601 | 1.11 6 | 0.79 123 | 9.71 212 | 7.98 266 | 3.26 171 | 4.99 173 | 9.08 326 | 5.80 319 | 6.08 128 | 4.39 373 | 0.00 1 | 0.05 226 | 0.00 1 | 0.00 1 | 0.71 517 | 0.30 398 |
|
| GGDA |   | 4.98 274 | 1.35 271 | 5.28 197 | 3.28 174 | 1.27 237 | 5.60 265 | 1.68 230 | 13.06 292 | 14.02 365 | 10.05 314 | 15.39 344 | 7.15 288 | 5.21 294 | 11.58 365 | 4.40 374 | 0.01 157 | 0.01 52 | 0.01 275 | 0.00 1 | 0.11 203 | 0.05 131 |
|
| AIO-Stereo-zeroshot |   | 7.16 404 | 3.12 555 | 14.04 557 | 4.74 312 | 6.89 628 | 6.58 342 | 0.68 107 | 21.97 469 | 9.36 297 | 10.84 329 | 17.38 368 | 17.36 484 | 9.24 427 | 12.45 423 | 4.44 375 | 0.04 308 | 0.24 529 | 0.10 443 | 1.00 638 | 1.36 577 | 1.43 582 |
|
| RAFT-345 |  | 6.79 383 | 1.29 247 | 6.80 296 | 5.06 338 | 0.91 188 | 5.61 266 | 3.32 390 | 13.36 301 | 10.17 310 | 13.73 389 | 43.66 677 | 9.12 327 | 5.38 300 | 12.29 411 | 4.44 375 | 0.32 490 | 0.05 226 | 0.09 424 | 0.06 372 | 0.06 111 | 0.03 65 |
|
| FlowAnything_test |  | 3.13 179 | 1.42 292 | 6.59 280 | 8.69 565 | 1.35 258 | 8.70 390 | 2.51 345 | 7.60 143 | 3.03 115 | 4.10 203 | 2.67 91 | 3.52 183 | 0.75 48 | 5.86 123 | 4.48 377 | 0.06 357 | 0.03 159 | 0.15 484 | 0.66 614 | 0.16 244 | 0.18 308 |
|
| Hybrid-DGEV-2 |  | 8.17 441 | 2.51 527 | 8.34 371 | 8.55 564 | 1.17 225 | 11.10 437 | 1.08 150 | 30.90 585 | 27.91 545 | 12.92 370 | 15.67 346 | 11.91 375 | 14.50 553 | 11.71 375 | 4.55 378 | 0.05 336 | 0.08 334 | 0.00 1 | 0.05 349 | 0.28 329 | 0.13 248 |
|
| GrayStereo |  | 8.86 463 | 1.17 203 | 6.94 303 | 8.09 551 | 2.82 400 | 10.58 420 | 11.40 617 | 17.93 400 | 15.74 397 | 22.43 580 | 30.95 561 | 17.80 490 | 12.44 504 | 11.19 345 | 4.57 379 | 0.02 246 | 0.02 116 | 0.18 499 | 0.79 623 | 0.31 358 | 1.90 604 |
|
| TestStereo_HL2 |  | 5.22 291 | 1.38 281 | 5.53 224 | 3.26 170 | 1.86 318 | 5.59 263 | 2.00 304 | 12.91 284 | 13.35 360 | 10.93 331 | 18.83 392 | 7.13 286 | 5.06 287 | 11.93 387 | 4.59 380 | 0.01 157 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 154 | 0.02 27 |
|
| HHNet |  | 7.39 409 | 1.75 421 | 7.24 316 | 3.26 170 | 3.18 422 | 5.04 224 | 6.40 507 | 19.04 422 | 15.70 396 | 20.71 554 | 32.13 584 | 10.69 353 | 5.91 322 | 10.45 298 | 4.60 381 | 0.40 520 | 0.07 296 | 0.21 515 | 0.13 440 | 0.54 473 | 0.41 440 |
|
| sCroCo_RVC |  | 5.06 277 | 3.29 558 | 16.45 594 | 10.72 626 | 6.64 617 | 5.83 288 | 2.74 359 | 9.67 208 | 8.06 268 | 3.66 185 | 9.20 256 | 4.81 219 | 4.95 277 | 8.12 204 | 4.64 382 | 0.64 570 | 0.50 607 | 0.06 389 | 0.03 295 | 0.70 515 | 0.42 443 |
|
| StereoVision |  | 7.21 407 | 2.17 501 | 9.29 435 | 9.43 583 | 3.91 468 | 5.09 228 | 1.91 292 | 20.04 438 | 17.37 420 | 8.57 298 | 29.59 539 | 11.08 359 | 6.76 369 | 12.44 419 | 4.71 383 | 0.54 550 | 0.05 226 | 0.16 492 | 0.03 295 | 0.82 535 | 0.30 398 |
|
| Selective-RAFT |  | 5.78 333 | 0.83 83 | 10.24 483 | 6.70 491 | 0.72 154 | 15.49 531 | 1.13 153 | 13.82 319 | 15.41 388 | 6.97 275 | 6.97 226 | 11.63 368 | 8.27 406 | 12.32 412 | 4.73 384 | 0.10 385 | 0.01 52 | 0.00 1 | 0.26 522 | 0.07 136 | 0.03 65 |
|
| NF-Stereo |  | 6.72 376 | 1.59 365 | 8.93 404 | 6.60 484 | 0.73 159 | 6.27 325 | 3.38 391 | 20.21 446 | 18.01 430 | 13.22 381 | 19.46 402 | 11.82 372 | 6.16 336 | 12.39 416 | 4.74 385 | 0.33 492 | 0.06 266 | 0.20 510 | 0.23 500 | 0.08 154 | 0.05 131 |
|
| OCTAStereo |  | 6.74 379 | 1.59 365 | 8.96 411 | 6.60 484 | 0.72 154 | 6.25 322 | 3.50 394 | 20.20 440 | 18.03 431 | 13.21 378 | 19.45 400 | 12.07 384 | 6.16 336 | 12.36 415 | 4.78 386 | 0.35 499 | 0.06 266 | 0.20 510 | 0.23 500 | 0.09 167 | 0.05 131 |
|
| NRIStereo |  | 5.73 329 | 1.67 395 | 8.42 379 | 5.72 407 | 0.41 69 | 6.71 346 | 2.60 352 | 14.73 331 | 10.71 318 | 12.39 350 | 15.07 340 | 11.58 367 | 6.23 340 | 12.06 397 | 4.78 386 | 0.61 563 | 0.17 469 | 0.11 456 | 0.00 1 | 0.28 329 | 0.27 385 |
|
| DN-CSS_ROB |  | 8.17 441 | 2.59 532 | 14.14 558 | 6.11 448 | 3.22 425 | 6.31 328 | 3.53 399 | 22.92 479 | 20.59 457 | 16.66 463 | 30.05 547 | 9.31 329 | 7.95 398 | 13.49 469 | 4.78 386 | 0.72 576 | 0.00 1 | 0.45 567 | 0.00 1 | 0.54 473 | 0.09 188 |
|
| RE-Stereo |  | 6.73 377 | 1.58 362 | 8.94 406 | 6.59 481 | 0.71 145 | 6.27 325 | 3.51 396 | 20.20 440 | 17.99 428 | 13.21 378 | 19.46 402 | 11.94 376 | 6.20 338 | 12.34 413 | 4.79 389 | 0.34 496 | 0.05 226 | 0.20 510 | 0.23 500 | 0.09 167 | 0.05 131 |
|
| TVStereo |  | 6.73 377 | 1.58 362 | 8.94 406 | 6.59 481 | 0.71 145 | 6.27 325 | 3.51 396 | 20.20 440 | 17.99 428 | 13.21 378 | 19.46 402 | 11.94 376 | 6.20 338 | 12.34 413 | 4.79 389 | 0.34 496 | 0.05 226 | 0.20 510 | 0.23 500 | 0.09 167 | 0.05 131 |
|
| ASMatch |  | 7.40 410 | 1.42 292 | 8.49 386 | 5.09 342 | 2.00 337 | 4.74 187 | 2.62 354 | 16.54 373 | 13.17 351 | 17.08 472 | 34.75 615 | 13.13 405 | 10.33 454 | 12.04 393 | 4.82 391 | 0.05 336 | 0.24 529 | 0.21 515 | 0.17 463 | 0.16 244 | 0.97 545 |
|
| OMP-Stereo |  | 6.93 393 | 2.57 530 | 9.03 421 | 10.63 624 | 1.72 299 | 4.89 204 | 1.91 292 | 17.84 395 | 15.56 394 | 16.69 465 | 14.16 328 | 17.70 488 | 7.33 381 | 12.93 448 | 4.83 392 | 0.24 465 | 0.03 159 | 0.06 389 | 0.02 266 | 0.19 263 | 0.39 432 |
|
| rvit_0105_5 |  | 7.60 415 | 3.13 556 | 16.37 593 | 9.97 605 | 1.59 281 | 7.41 365 | 6.27 499 | 17.78 394 | 25.62 523 | 10.30 322 | 10.39 279 | 14.79 434 | 8.95 422 | 12.51 428 | 4.87 393 | 0.17 423 | 0.42 584 | 0.00 1 | 0.11 432 | 0.62 498 | 0.71 511 |
|
| PFNet+ |  | 6.68 372 | 1.40 287 | 9.60 449 | 5.64 394 | 0.85 175 | 5.79 287 | 1.74 254 | 13.63 307 | 15.30 385 | 17.88 492 | 21.38 438 | 14.52 430 | 6.07 331 | 12.74 439 | 4.89 394 | 0.63 568 | 0.20 492 | 0.11 456 | 0.30 544 | 0.05 103 | 0.91 541 |
|
| RT-IGEV |  | 10.44 524 | 1.62 380 | 11.92 517 | 5.95 430 | 2.23 354 | 21.30 607 | 14.50 648 | 29.47 565 | 24.30 508 | 21.51 569 | 20.17 411 | 23.81 566 | 12.18 498 | 13.13 458 | 4.90 395 | 0.10 385 | 0.27 545 | 0.05 366 | 0.37 569 | 0.52 469 | 0.55 477 |
|
| RAFT-RH_RVC |  | 7.73 423 | 1.25 233 | 6.99 305 | 4.83 319 | 0.90 186 | 11.76 446 | 1.53 202 | 13.00 289 | 14.43 373 | 17.51 485 | 46.41 691 | 11.02 358 | 6.30 346 | 12.68 433 | 4.93 396 | 0.51 546 | 0.04 185 | 0.12 460 | 0.13 440 | 0.09 167 | 0.09 188 |
|
| ARAFT |  | 8.50 450 | 3.19 557 | 16.58 595 | 5.52 390 | 0.91 188 | 12.13 457 | 11.20 612 | 17.19 383 | 18.28 435 | 18.40 511 | 16.33 359 | 17.10 476 | 8.58 410 | 18.56 573 | 5.00 397 | 0.11 393 | 0.04 185 | 0.00 1 | 0.00 1 | 0.55 477 | 0.25 375 |
|
| rvit_stereo_ft |  | 4.73 269 | 2.68 535 | 9.30 437 | 11.34 644 | 2.74 394 | 4.18 133 | 8.45 559 | 9.77 214 | 9.90 308 | 4.04 202 | 6.26 209 | 6.73 275 | 4.72 265 | 8.99 246 | 5.03 398 | 0.01 157 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 329 | 0.09 188 |
|
| CRE-IMP |  | 5.53 310 | 1.63 385 | 9.62 451 | 5.65 395 | 0.48 91 | 7.02 356 | 1.70 235 | 11.84 255 | 8.33 278 | 12.99 375 | 16.02 352 | 11.08 359 | 6.23 340 | 12.06 397 | 5.06 399 | 0.28 482 | 0.07 296 | 0.09 424 | 0.00 1 | 0.24 298 | 0.21 342 |
|
| UniTT-Stereo |  | 2.89 154 | 0.90 119 | 6.74 289 | 4.08 251 | 2.42 368 | 2.63 50 | 0.42 82 | 5.57 52 | 4.88 175 | 5.36 242 | 7.63 236 | 1.09 66 | 1.47 99 | 8.80 236 | 5.11 400 | 0.03 287 | 0.07 296 | 0.00 1 | 0.01 220 | 0.48 444 | 0.11 220 |
|
| riskmin |  | 6.42 360 | 1.29 247 | 6.76 293 | 3.95 244 | 2.25 357 | 10.49 415 | 2.53 347 | 15.11 337 | 17.60 424 | 9.77 310 | 12.91 320 | 15.25 443 | 12.04 496 | 11.58 365 | 5.11 400 | 0.14 407 | 0.24 529 | 0.13 472 | 0.03 295 | 0.61 495 | 0.69 506 |
|
| Pruner-Stereo |  | 6.59 366 | 1.51 331 | 8.71 398 | 6.34 462 | 0.85 175 | 5.66 274 | 4.15 423 | 13.74 314 | 11.02 319 | 18.11 499 | 22.09 450 | 15.86 452 | 5.80 319 | 11.75 380 | 5.15 402 | 0.60 559 | 0.02 116 | 0.18 499 | 0.10 422 | 0.07 136 | 0.16 289 |
|
| ADStereo(finetuned) |  | 6.68 372 | 1.59 365 | 9.70 462 | 3.49 197 | 0.68 134 | 4.79 199 | 1.75 257 | 15.33 343 | 23.64 497 | 15.56 434 | 20.68 421 | 7.30 294 | 13.85 534 | 8.71 229 | 5.17 403 | 0.00 1 | 0.05 226 | 0.00 1 | 0.00 1 | 0.25 304 | 1.05 555 |
|
| SME |  | 6.92 392 | 2.49 524 | 5.22 192 | 5.77 411 | 1.73 300 | 21.26 605 | 4.16 424 | 17.28 384 | 15.47 390 | 11.84 339 | 16.16 357 | 7.82 303 | 10.32 451 | 11.72 377 | 5.18 404 | 0.80 591 | 0.00 1 | 0.05 366 | 0.07 385 | 0.87 542 | 0.22 350 |
|
| IIG-Stereo |  | 7.41 412 | 2.13 499 | 8.55 388 | 10.02 606 | 1.76 305 | 6.82 351 | 1.53 202 | 17.17 382 | 15.84 400 | 18.74 517 | 20.30 417 | 18.01 496 | 8.39 408 | 12.89 445 | 5.22 405 | 0.27 478 | 0.03 159 | 0.03 330 | 0.00 1 | 0.16 244 | 0.30 398 |
|
| rafts_anoy |  | 6.02 347 | 1.67 395 | 6.27 273 | 6.53 476 | 4.98 536 | 5.30 241 | 2.53 347 | 13.77 316 | 21.01 462 | 12.70 366 | 16.23 358 | 8.56 318 | 5.65 314 | 9.09 251 | 5.22 405 | 0.04 308 | 0.31 560 | 0.09 424 | 0.03 295 | 0.25 304 | 0.17 298 |
|
| MIPNet |  | 6.75 381 | 1.67 395 | 12.34 523 | 4.67 309 | 1.47 265 | 10.01 406 | 2.24 324 | 26.43 522 | 17.22 415 | 14.72 406 | 12.75 316 | 7.02 285 | 9.68 439 | 8.44 212 | 5.26 407 | 0.01 157 | 0.04 185 | 0.05 366 | 0.09 410 | 0.35 386 | 0.55 477 |
|
| DCANet |  | 6.46 363 | 1.59 365 | 7.28 318 | 3.51 202 | 0.68 134 | 4.77 198 | 1.75 257 | 15.33 343 | 23.62 496 | 15.55 433 | 20.73 426 | 7.31 295 | 11.56 486 | 8.83 238 | 5.26 407 | 0.00 1 | 0.05 226 | 0.00 1 | 0.00 1 | 0.26 315 | 1.11 561 |
|
| DCANet-4 |  | 6.41 359 | 1.02 147 | 9.66 456 | 3.41 186 | 0.68 134 | 4.73 182 | 1.70 235 | 17.70 391 | 24.33 511 | 15.10 417 | 20.25 413 | 6.45 270 | 8.65 412 | 8.47 213 | 5.31 409 | 0.01 157 | 0.04 185 | 0.00 1 | 0.00 1 | 0.09 167 | 0.63 493 |
|
| fff |  | 6.83 386 | 1.55 345 | 7.28 318 | 3.56 205 | 0.32 35 | 4.73 182 | 1.70 235 | 15.75 355 | 31.87 581 | 15.11 418 | 20.25 413 | 6.90 281 | 12.80 513 | 8.63 222 | 5.33 410 | 0.01 157 | 0.04 185 | 0.00 1 | 0.00 1 | 0.09 167 | 0.63 493 |
|
| csc |  | 6.83 386 | 1.55 345 | 7.28 318 | 3.56 205 | 0.32 35 | 4.73 182 | 1.70 235 | 15.75 355 | 31.87 581 | 15.11 418 | 20.25 413 | 6.90 281 | 12.80 513 | 8.63 222 | 5.33 410 | 0.01 157 | 0.04 185 | 0.00 1 | 0.00 1 | 0.09 167 | 0.63 493 |
|
| cscssc |  | 6.83 386 | 1.55 345 | 7.28 318 | 3.56 205 | 0.32 35 | 4.73 182 | 1.70 235 | 15.75 355 | 31.87 581 | 15.11 418 | 20.25 413 | 6.90 281 | 12.80 513 | 8.63 222 | 5.33 410 | 0.01 157 | 0.04 185 | 0.00 1 | 0.00 1 | 0.09 167 | 0.63 493 |
|
| test_sample2 |  | 7.86 428 | 1.27 240 | 7.98 354 | 5.00 334 | 2.29 359 | 13.33 480 | 6.88 528 | 20.42 448 | 15.24 383 | 13.95 393 | 21.58 440 | 18.96 510 | 12.12 497 | 12.07 400 | 5.36 413 | 0.12 399 | 0.10 375 | 0.07 401 | 0.03 295 | 0.28 329 | 0.19 325 |
|
| IRAFT_RVC |  | 8.76 458 | 1.47 308 | 9.55 448 | 7.31 519 | 1.77 307 | 6.49 337 | 10.43 599 | 25.94 515 | 27.33 540 | 17.50 484 | 19.85 408 | 17.93 493 | 10.21 449 | 12.88 444 | 5.44 414 | 0.17 423 | 0.30 556 | 0.19 507 | 0.05 349 | 0.22 276 | 0.12 231 |
|
| IPLGR |  | 7.14 402 | 1.31 255 | 13.14 535 | 4.24 269 | 1.15 223 | 9.78 403 | 0.98 143 | 23.98 488 | 21.70 475 | 16.22 449 | 18.43 385 | 8.45 317 | 7.66 386 | 9.26 257 | 5.45 415 | 0.21 443 | 0.05 226 | 0.04 355 | 0.06 372 | 0.32 368 | 0.38 429 |
|
| SFCPSM |  | 8.85 461 | 1.40 287 | 11.34 506 | 5.23 370 | 3.47 442 | 16.55 561 | 7.18 539 | 30.71 583 | 25.24 519 | 16.45 456 | 19.45 400 | 11.10 361 | 9.61 437 | 11.88 384 | 5.52 416 | 0.22 449 | 0.17 469 | 0.36 558 | 0.22 491 | 0.29 337 | 0.58 486 |
|
| FACV-RUCA |  | 7.66 420 | 1.94 462 | 9.40 442 | 7.72 542 | 6.03 601 | 12.99 474 | 3.10 378 | 19.47 429 | 18.51 436 | 12.27 346 | 18.43 385 | 8.28 314 | 10.16 448 | 11.38 354 | 5.62 417 | 0.36 502 | 0.62 624 | 4.36 676 | 0.30 544 | 1.72 593 | 0.55 477 |
|
| NLSM1 |  | 4.91 273 | 1.17 203 | 5.72 243 | 4.31 284 | 5.71 589 | 13.78 488 | 1.41 180 | 14.12 321 | 9.85 306 | 5.22 240 | 10.88 293 | 4.43 206 | 4.74 267 | 10.99 328 | 5.64 418 | 0.00 1 | 0.00 1 | 0.01 275 | 0.00 1 | 0.09 167 | 0.04 99 |
|
| Selective-IGEV-i1 |  | 8.86 463 | 1.33 262 | 10.58 489 | 5.92 427 | 2.99 414 | 13.65 487 | 10.07 590 | 24.12 493 | 28.99 553 | 14.85 410 | 19.75 406 | 18.80 509 | 6.10 333 | 11.22 348 | 5.69 419 | 0.10 385 | 0.29 552 | 0.92 615 | 1.10 642 | 0.26 315 | 0.51 468 |
|
| PFNet |  | 7.91 429 | 1.44 302 | 11.60 511 | 7.03 506 | 2.42 368 | 7.60 373 | 6.03 492 | 23.36 483 | 17.24 417 | 20.29 546 | 17.67 371 | 15.44 446 | 7.71 389 | 13.02 456 | 5.71 420 | 0.24 465 | 0.20 492 | 0.12 460 | 0.19 478 | 0.31 358 | 0.61 491 |
|
| Anonymous3 |  | 9.60 490 | 3.45 563 | 29.83 663 | 9.58 591 | 4.75 525 | 24.51 628 | 10.20 596 | 24.04 490 | 18.77 440 | 10.42 323 | 14.64 334 | 7.97 308 | 8.75 417 | 14.05 484 | 5.80 421 | 2.44 657 | 1.39 661 | 0.08 412 | 0.06 372 | 0.73 522 | 0.48 462 |
|
| DeepStereo_RVC |  | 5.65 326 | 1.65 388 | 9.06 423 | 5.21 366 | 0.56 108 | 5.55 261 | 1.84 281 | 12.16 261 | 7.22 250 | 13.94 392 | 14.96 339 | 12.58 388 | 10.27 450 | 11.25 349 | 5.81 422 | 0.39 517 | 0.10 375 | 0.11 456 | 0.00 1 | 0.18 259 | 0.22 350 |
|
| 111 |  | 7.26 408 | 1.65 388 | 7.28 318 | 3.56 205 | 0.32 35 | 10.76 423 | 3.53 399 | 20.55 449 | 27.51 544 | 10.07 315 | 16.62 362 | 14.30 424 | 9.53 436 | 12.02 389 | 5.87 423 | 0.14 407 | 0.01 52 | 0.00 1 | 0.00 1 | 0.31 358 | 1.14 565 |
|
| xyz-stereo-finetune |  | 5.39 301 | 1.47 308 | 5.53 224 | 2.65 99 | 0.30 28 | 11.94 451 | 3.28 381 | 12.96 286 | 21.28 468 | 8.14 284 | 12.32 314 | 6.19 256 | 3.62 202 | 11.80 382 | 5.98 424 | 0.01 157 | 0.02 116 | 0.00 1 | 0.02 266 | 0.16 244 | 0.04 99 |
|
| PSM-softLoss |  | 6.61 370 | 1.60 369 | 9.42 443 | 6.48 471 | 0.88 180 | 5.65 269 | 2.04 309 | 22.64 473 | 8.77 284 | 13.95 393 | 22.11 452 | 13.01 398 | 5.22 295 | 12.73 437 | 6.05 425 | 0.49 540 | 0.06 266 | 0.27 533 | 0.56 607 | 0.16 244 | 0.06 148 |
|
| KMStereo |  | 6.61 370 | 1.60 369 | 9.42 443 | 6.48 471 | 0.88 180 | 5.65 269 | 2.04 309 | 22.64 473 | 8.77 284 | 13.95 393 | 22.11 452 | 13.01 398 | 5.22 295 | 12.73 437 | 6.05 425 | 0.49 540 | 0.06 266 | 0.27 533 | 0.56 607 | 0.16 244 | 0.06 148 |
|
| RAFT |  | 8.51 451 | 2.16 500 | 8.93 404 | 8.14 553 | 0.81 171 | 12.63 466 | 8.49 561 | 16.34 368 | 15.56 394 | 22.31 577 | 18.99 395 | 19.29 518 | 11.39 480 | 17.57 560 | 6.05 425 | 0.01 157 | 0.19 486 | 0.27 533 | 0.02 266 | 0.64 505 | 0.45 455 |
|
| CASS |  | 8.15 440 | 1.67 395 | 7.68 338 | 8.25 558 | 1.52 273 | 14.39 503 | 2.72 358 | 22.65 475 | 17.23 416 | 15.42 429 | 22.68 458 | 13.47 415 | 11.87 492 | 12.44 419 | 6.07 428 | 0.96 613 | 0.05 226 | 0.12 460 | 0.01 220 | 0.71 517 | 3.14 640 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| iResNetv2_ROB |  | 12.00 563 | 2.91 545 | 13.46 543 | 5.82 414 | 3.73 457 | 13.15 477 | 6.45 509 | 34.15 630 | 36.02 622 | 25.25 612 | 33.81 610 | 29.79 613 | 14.24 545 | 13.61 476 | 6.10 429 | 0.21 443 | 0.02 116 | 0.12 460 | 0.00 1 | 0.82 535 | 0.25 375 |
|
| GMStereo |   | 5.94 339 | 3.84 577 | 10.86 499 | 5.13 352 | 0.71 145 | 7.27 363 | 2.66 357 | 12.38 265 | 25.14 518 | 12.01 345 | 10.66 285 | 5.12 228 | 3.46 190 | 11.39 355 | 6.16 430 | 0.45 531 | 0.02 116 | 0.05 366 | 0.31 549 | 0.86 540 | 0.25 375 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| noway7 |  | 7.40 410 | 6.70 630 | 18.40 615 | 5.73 408 | 3.28 428 | 6.40 333 | 2.10 313 | 27.85 539 | 14.49 374 | 10.18 318 | 10.19 273 | 15.48 447 | 10.32 451 | 8.19 205 | 6.26 431 | 0.08 372 | 0.00 1 | 0.01 275 | 0.00 1 | 1.41 580 | 1.02 554 |
|
| GANet-ADL |  | 8.36 447 | 2.31 514 | 8.44 381 | 7.39 525 | 2.65 388 | 12.58 465 | 5.24 458 | 29.55 567 | 25.24 519 | 14.19 398 | 16.70 364 | 17.07 475 | 6.91 373 | 10.65 306 | 6.26 431 | 0.38 507 | 0.39 576 | 0.10 443 | 0.12 435 | 0.75 528 | 0.28 390 |
|
| NLMM1 |  | 5.21 288 | 1.29 247 | 6.55 279 | 3.79 233 | 5.49 576 | 12.43 463 | 3.31 389 | 12.18 262 | 15.22 382 | 7.19 278 | 8.46 243 | 5.22 232 | 4.60 254 | 12.03 390 | 6.29 433 | 0.00 1 | 0.02 116 | 0.00 1 | 0.00 1 | 0.10 191 | 0.07 166 |
|
| UDGNet |  | 10.05 511 | 13.89 686 | 10.00 478 | 9.36 582 | 2.69 389 | 7.82 375 | 1.88 286 | 18.86 419 | 34.64 611 | 17.52 486 | 13.70 326 | 13.40 412 | 7.18 379 | 13.01 454 | 6.30 434 | 5.30 685 | 0.08 334 | 12.57 713 | 2.80 675 | 8.19 682 | 1.71 597 |
|
| rvit_0105_3 |  | 9.23 471 | 3.67 569 | 17.68 607 | 11.75 647 | 1.89 324 | 9.37 402 | 8.48 560 | 18.68 413 | 30.64 571 | 15.02 415 | 14.72 335 | 17.87 492 | 9.94 445 | 15.66 518 | 6.54 435 | 0.36 502 | 0.43 589 | 0.01 275 | 0.41 579 | 0.50 458 | 1.01 552 |
|
| 11t1 |  | 5.86 334 | 1.10 176 | 7.74 343 | 5.18 360 | 1.44 263 | 13.82 491 | 2.36 331 | 14.92 334 | 7.26 253 | 12.98 374 | 11.10 295 | 11.24 363 | 9.30 428 | 11.59 368 | 6.54 435 | 0.10 385 | 0.16 462 | 0.00 1 | 0.01 220 | 0.18 259 | 0.23 361 |
|
| ManiGeoR |   | 5.19 284 | 1.66 392 | 8.59 392 | 3.09 153 | 3.05 416 | 5.94 300 | 1.66 226 | 19.05 423 | 9.74 302 | 6.25 257 | 14.27 330 | 6.24 260 | 4.97 279 | 12.44 419 | 6.57 437 | 0.01 157 | 0.00 1 | 0.05 366 | 0.00 1 | 0.15 233 | 0.03 65 |
|
| HLf10 |  | 5.19 284 | 1.66 392 | 8.59 392 | 3.09 153 | 3.05 416 | 5.94 300 | 1.66 226 | 19.05 423 | 9.74 302 | 6.25 257 | 14.27 330 | 6.24 260 | 4.97 279 | 12.44 419 | 6.57 437 | 0.01 157 | 0.00 1 | 0.05 366 | 0.00 1 | 0.15 233 | 0.03 65 |
|
| CoDeX |  | 9.24 472 | 1.77 433 | 9.54 447 | 6.08 443 | 3.79 461 | 16.45 558 | 6.76 525 | 26.15 519 | 25.03 517 | 17.18 476 | 25.12 481 | 14.69 433 | 11.68 489 | 12.22 407 | 6.71 439 | 0.30 486 | 0.20 492 | 0.15 484 | 0.02 266 | 0.23 291 | 0.68 504 |
|
| HCRNet |  | 8.80 460 | 1.43 296 | 7.74 343 | 14.41 674 | 5.25 558 | 10.85 429 | 2.56 351 | 26.07 518 | 18.04 432 | 15.48 430 | 25.03 478 | 18.63 508 | 9.93 444 | 13.01 454 | 6.76 440 | 0.04 308 | 0.04 185 | 0.10 443 | 0.01 220 | 0.18 259 | 0.38 429 |
|
| PCWNet_CMD |  | 9.64 492 | 1.77 433 | 10.59 490 | 4.80 318 | 2.90 405 | 16.25 555 | 2.42 341 | 29.37 564 | 34.10 605 | 17.41 480 | 22.04 449 | 19.10 514 | 7.70 388 | 12.05 394 | 6.86 441 | 0.22 449 | 0.45 596 | 0.80 602 | 0.22 491 | 3.11 628 | 0.69 506 |
|
| WQFJX |  | 4.69 266 | 1.22 218 | 5.36 205 | 3.29 176 | 5.73 590 | 14.19 499 | 1.93 295 | 11.24 249 | 8.68 283 | 5.78 248 | 5.47 194 | 5.72 244 | 5.99 330 | 12.05 394 | 6.87 442 | 0.02 246 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 203 | 0.15 280 |
|
| MSMDNet |  | 9.64 492 | 1.77 433 | 10.63 491 | 4.83 319 | 2.90 405 | 16.35 556 | 2.37 334 | 29.33 562 | 34.29 609 | 17.43 482 | 22.10 451 | 19.05 513 | 7.79 394 | 12.11 404 | 6.87 442 | 0.23 459 | 0.46 598 | 0.67 591 | 0.21 488 | 2.77 619 | 0.60 489 |
|
| WQFJX1 |  | 4.68 264 | 1.09 173 | 5.54 227 | 4.07 248 | 5.82 594 | 10.92 434 | 3.99 415 | 10.31 228 | 10.17 310 | 5.90 250 | 4.99 173 | 5.79 247 | 5.18 292 | 12.80 441 | 6.89 444 | 0.01 157 | 0.00 1 | 0.01 275 | 0.00 1 | 0.15 233 | 0.06 148 |
|
| GMStereo_Zeroshot |   | 10.83 540 | 7.81 643 | 19.95 630 | 9.55 589 | 2.47 373 | 11.83 447 | 1.31 169 | 20.84 450 | 20.52 455 | 22.73 583 | 35.93 623 | 24.76 579 | 5.94 324 | 19.68 589 | 7.04 445 | 0.45 531 | 0.02 116 | 0.25 527 | 0.01 220 | 5.38 664 | 0.19 325 |
|
| MyStereo05 |  | 9.29 477 | 1.76 427 | 8.95 408 | 6.19 453 | 4.40 505 | 7.09 357 | 9.95 584 | 31.21 589 | 40.82 649 | 17.31 479 | 12.93 321 | 10.33 348 | 12.52 508 | 13.93 480 | 7.05 446 | 0.06 357 | 0.10 375 | 0.02 310 | 0.04 319 | 0.73 522 | 0.29 395 |
|
| MIM_Stereo |  | 7.02 397 | 1.55 345 | 10.78 496 | 4.17 259 | 0.58 111 | 5.25 237 | 1.32 172 | 19.03 421 | 12.59 342 | 16.74 467 | 28.83 525 | 13.20 406 | 5.53 306 | 12.89 445 | 7.11 447 | 0.00 1 | 0.23 518 | 0.00 1 | 0.01 220 | 0.38 404 | 0.28 390 |
|
| CFNet_ucs |  | 10.25 519 | 1.91 454 | 11.88 516 | 4.98 331 | 4.08 479 | 15.11 519 | 3.57 403 | 28.02 542 | 31.98 587 | 18.21 502 | 25.20 482 | 23.27 557 | 9.38 432 | 13.38 465 | 7.22 448 | 0.23 459 | 0.81 638 | 1.65 645 | 0.22 491 | 3.01 624 | 0.93 542 |
|
| GES |  | 8.51 451 | 1.98 468 | 11.82 515 | 6.39 465 | 1.77 307 | 12.36 462 | 6.22 498 | 21.55 458 | 21.34 469 | 19.02 522 | 26.02 491 | 8.79 320 | 9.34 431 | 13.94 482 | 7.24 449 | 0.38 507 | 0.10 375 | 0.30 549 | 0.14 446 | 0.69 512 | 0.73 514 |
|
| DAS |  | 10.80 539 | 2.03 484 | 13.96 554 | 9.01 572 | 6.23 608 | 14.67 512 | 7.38 543 | 21.59 459 | 32.58 594 | 18.67 515 | 28.13 516 | 19.20 516 | 17.08 594 | 16.54 547 | 7.31 450 | 0.58 554 | 0.01 52 | 0.29 545 | 0.01 220 | 0.47 441 | 0.20 330 |
|
| SepStereo |  | 11.34 547 | 2.03 484 | 13.96 554 | 9.01 572 | 6.23 608 | 14.67 512 | 7.38 543 | 21.59 459 | 32.58 594 | 18.67 515 | 28.13 516 | 19.20 516 | 17.08 594 | 27.36 653 | 7.31 450 | 0.58 554 | 0.01 52 | 0.29 545 | 0.01 220 | 0.47 441 | 0.20 330 |
|
| CFNet_pseudo |  | 9.58 489 | 1.91 454 | 10.73 494 | 4.53 299 | 2.91 407 | 14.26 500 | 2.75 360 | 26.73 527 | 32.14 588 | 17.10 473 | 23.02 460 | 22.14 545 | 8.74 416 | 12.17 406 | 7.43 452 | 0.20 438 | 0.45 596 | 1.24 638 | 0.24 510 | 2.49 613 | 0.49 466 |
|
| IGEV_i1 |  | 8.11 438 | 1.53 337 | 9.99 474 | 5.80 412 | 1.15 223 | 16.03 540 | 7.19 540 | 19.82 436 | 15.30 385 | 16.39 455 | 17.38 368 | 17.95 494 | 8.38 407 | 14.44 494 | 7.44 453 | 0.25 471 | 0.19 486 | 1.08 625 | 1.12 647 | 0.26 315 | 0.54 475 |
|
| ccs_rob |  | 9.61 491 | 1.92 458 | 10.72 493 | 4.55 301 | 2.89 404 | 14.33 502 | 2.86 369 | 26.85 528 | 32.36 591 | 17.05 471 | 22.91 459 | 22.12 544 | 8.70 414 | 12.10 402 | 7.44 453 | 0.19 430 | 0.44 591 | 1.38 640 | 0.25 516 | 2.68 616 | 0.57 483 |
|
| 1test111 |  | 5.59 322 | 2.00 471 | 4.99 171 | 5.89 421 | 0.26 14 | 10.85 429 | 5.38 463 | 20.20 440 | 11.88 329 | 6.95 271 | 10.01 264 | 4.49 209 | 9.78 441 | 11.09 334 | 7.45 455 | 0.00 1 | 0.05 226 | 0.00 1 | 0.04 319 | 0.25 304 | 0.20 330 |
|
| qqq |  | 6.96 395 | 1.40 287 | 8.15 365 | 4.50 296 | 1.03 199 | 8.55 389 | 6.93 531 | 20.20 440 | 11.88 329 | 12.00 344 | 18.19 384 | 16.02 456 | 11.15 471 | 11.09 334 | 7.45 455 | 0.06 357 | 0.13 427 | 0.02 310 | 0.05 349 | 0.25 304 | 0.20 330 |
|
| MWDA-net |  | 11.52 551 | 2.17 501 | 13.46 543 | 6.57 480 | 5.24 557 | 16.95 566 | 9.52 577 | 25.26 503 | 34.05 603 | 25.33 615 | 28.86 526 | 17.99 495 | 18.28 611 | 16.58 548 | 7.51 457 | 0.35 499 | 0.37 574 | 0.01 275 | 0.05 349 | 0.46 433 | 1.31 574 |
|
| MyStereo04 |  | 9.24 472 | 1.92 458 | 8.78 400 | 6.09 444 | 4.31 497 | 6.54 339 | 9.96 586 | 32.24 609 | 41.99 657 | 14.26 400 | 11.98 309 | 12.00 380 | 12.01 495 | 13.93 480 | 7.53 458 | 0.06 357 | 0.10 375 | 0.03 330 | 0.04 319 | 0.63 501 | 0.30 398 |
|
| mmm |  | 7.72 422 | 1.50 328 | 8.56 389 | 5.29 373 | 1.89 324 | 14.14 498 | 5.70 476 | 18.42 408 | 11.02 319 | 16.04 444 | 23.78 466 | 17.00 469 | 10.03 446 | 12.03 390 | 7.54 459 | 0.12 399 | 0.07 296 | 0.50 573 | 0.20 484 | 0.31 358 | 0.18 308 |
|
| zzzzzzz1 |  | 8.07 436 | 7.41 640 | 19.27 623 | 5.70 401 | 5.22 554 | 7.73 374 | 3.29 383 | 19.54 431 | 18.81 441 | 10.22 320 | 16.45 360 | 14.44 427 | 9.67 438 | 12.40 417 | 7.55 460 | 0.94 609 | 0.27 545 | 0.00 1 | 0.06 372 | 1.62 585 | 0.87 534 |
|
| DIP-Stereo |  | 6.74 379 | 1.93 461 | 10.02 479 | 4.28 278 | 1.64 291 | 13.54 485 | 1.52 199 | 15.16 339 | 6.63 229 | 14.30 401 | 26.81 503 | 10.90 355 | 5.19 293 | 14.78 502 | 7.56 461 | 0.00 1 | 0.06 266 | 0.05 366 | 0.00 1 | 0.17 255 | 0.17 298 |
| 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 |  | 9.03 465 | 1.62 380 | 8.03 360 | 4.19 264 | 5.53 578 | 15.37 525 | 3.81 411 | 18.55 412 | 21.20 467 | 18.28 503 | 30.99 562 | 20.79 529 | 13.42 522 | 10.58 300 | 7.57 462 | 0.00 1 | 0.05 226 | 0.29 545 | 0.18 465 | 0.10 191 | 0.11 220 |
|
| IER |  | 9.78 498 | 1.55 345 | 9.97 472 | 4.51 297 | 5.23 555 | 13.78 488 | 5.11 455 | 26.66 525 | 22.79 489 | 19.69 533 | 29.45 537 | 16.42 462 | 18.52 614 | 13.64 477 | 7.57 462 | 0.06 357 | 0.03 159 | 0.18 499 | 0.09 410 | 0.18 259 | 0.23 361 |
|
| NLCSM |  | 4.99 275 | 1.39 284 | 5.75 244 | 5.86 419 | 5.86 598 | 11.21 440 | 3.80 410 | 10.71 240 | 8.54 282 | 8.36 290 | 5.25 182 | 4.57 215 | 6.65 360 | 13.57 473 | 7.59 464 | 0.29 484 | 0.01 52 | 0.00 1 | 0.01 220 | 0.24 298 | 0.13 248 |
|
| WQFJA1 |  | 4.56 259 | 1.18 206 | 5.44 212 | 3.48 195 | 5.88 599 | 13.44 482 | 1.59 212 | 11.97 257 | 8.85 290 | 4.92 233 | 5.44 191 | 6.20 257 | 5.05 285 | 10.03 286 | 7.60 465 | 0.01 157 | 0.01 52 | 0.00 1 | 0.00 1 | 0.09 167 | 0.10 201 |
|
| NLMM |  | 4.55 258 | 1.18 206 | 5.44 212 | 3.48 195 | 5.88 599 | 13.44 482 | 1.59 212 | 11.98 258 | 8.84 289 | 4.92 233 | 5.44 191 | 6.20 257 | 5.05 285 | 9.85 278 | 7.60 465 | 0.01 157 | 0.01 52 | 0.00 1 | 0.00 1 | 0.09 167 | 0.10 201 |
|
| GANet-RSSM |  | 9.48 486 | 1.32 259 | 6.45 277 | 6.72 493 | 5.51 577 | 12.78 470 | 6.03 492 | 26.55 523 | 18.96 443 | 14.92 411 | 27.95 514 | 25.41 585 | 14.69 557 | 13.52 472 | 7.60 465 | 0.10 385 | 0.10 375 | 0.16 492 | 0.01 220 | 0.51 462 | 0.39 432 |
|
| test_sample5 |  | 9.36 480 | 1.61 374 | 9.63 453 | 5.30 374 | 2.52 374 | 15.42 528 | 6.00 487 | 27.25 532 | 19.96 451 | 18.36 509 | 31.81 578 | 15.99 454 | 11.29 475 | 13.21 459 | 7.66 468 | 0.23 459 | 0.08 334 | 0.07 401 | 0.04 319 | 0.48 444 | 0.34 416 |
|
| DualNet |  | 9.49 488 | 1.61 374 | 9.63 453 | 5.30 374 | 2.52 374 | 15.42 528 | 6.00 487 | 27.25 532 | 19.96 451 | 19.40 526 | 33.22 600 | 15.99 454 | 11.29 475 | 13.21 459 | 7.66 468 | 0.23 459 | 0.08 334 | 0.07 401 | 0.04 319 | 0.48 444 | 0.34 416 |
|
| rvit_stereo_0075_2 |  | 9.10 468 | 3.87 578 | 19.26 622 | 11.81 649 | 8.82 669 | 5.75 285 | 4.40 431 | 22.77 476 | 17.68 426 | 11.90 341 | 28.34 520 | 16.05 459 | 6.35 349 | 14.30 490 | 7.67 470 | 0.52 548 | 0.34 571 | 0.51 574 | 0.08 394 | 0.38 404 | 1.14 565 |
|
| BSDual-CNN |  | 9.70 494 | 1.48 315 | 7.93 350 | 6.74 494 | 3.96 469 | 16.10 545 | 7.13 536 | 33.06 618 | 21.58 472 | 17.99 495 | 21.34 435 | 22.28 546 | 11.53 483 | 14.18 485 | 7.81 471 | 0.19 430 | 0.13 427 | 0.14 477 | 0.04 319 | 0.30 346 | 0.09 188 |
|
| psmg |  | 9.80 500 | 1.48 315 | 7.93 350 | 5.18 360 | 3.96 469 | 15.85 537 | 7.93 552 | 29.11 557 | 21.58 472 | 20.93 556 | 25.06 479 | 22.28 546 | 11.53 483 | 14.18 485 | 7.81 471 | 0.19 430 | 0.13 427 | 0.17 494 | 0.04 319 | 0.36 389 | 0.21 342 |
|
| H2IRNET |  | 5.89 337 | 1.14 190 | 6.65 282 | 4.13 257 | 2.24 356 | 4.15 127 | 0.73 115 | 12.10 260 | 13.21 352 | 7.09 276 | 20.45 419 | 15.74 449 | 10.74 459 | 10.36 294 | 7.84 473 | 0.06 357 | 0.00 1 | 0.07 401 | 0.53 604 | 0.37 397 | 0.16 289 |
|
| xyz-stereo |  | 13.23 591 | 0.83 83 | 38.70 683 | 2.53 85 | 0.83 174 | 41.19 709 | 4.82 451 | 13.68 308 | 26.28 532 | 22.98 587 | 37.78 637 | 29.35 609 | 18.53 615 | 18.11 569 | 7.85 474 | 0.22 449 | 0.03 159 | 0.64 588 | 0.01 220 | 0.13 218 | 0.06 148 |
|
| FENet |  | 7.94 431 | 1.01 145 | 6.72 286 | 5.87 420 | 2.07 342 | 11.11 438 | 2.03 308 | 21.39 456 | 20.81 459 | 17.14 475 | 22.65 457 | 14.43 426 | 11.54 485 | 12.97 451 | 7.89 475 | 0.15 416 | 0.24 529 | 0.03 330 | 0.02 266 | 0.14 225 | 0.62 492 |
|
| DRaft |  | 9.27 476 | 1.23 223 | 9.08 424 | 3.62 216 | 0.78 164 | 13.27 479 | 5.89 479 | 16.97 378 | 29.57 556 | 21.15 565 | 38.46 644 | 10.09 345 | 13.98 538 | 11.58 365 | 7.91 476 | 0.43 527 | 0.30 556 | 0.06 389 | 0.26 522 | 0.26 315 | 0.45 455 |
|
| iResNet_ROB |  | 11.71 555 | 1.96 465 | 10.77 495 | 6.01 437 | 3.68 453 | 15.13 521 | 2.34 330 | 31.72 596 | 37.58 631 | 26.16 624 | 32.77 591 | 25.88 589 | 15.34 572 | 16.35 543 | 7.94 477 | 0.19 430 | 0.01 52 | 0.00 1 | 0.00 1 | 0.31 358 | 0.12 231 |
|
| LiteMatch |  | 2.05 84 | 1.75 421 | 2.89 19 | 3.57 211 | 0.63 123 | 2.13 32 | 1.54 204 | 4.85 30 | 2.56 71 | 1.63 78 | 0.47 24 | 2.13 135 | 4.42 231 | 3.83 64 | 7.98 478 | 0.00 1 | 0.04 185 | 0.00 1 | 0.00 1 | 0.29 337 | 0.31 406 |
|
| Lsterematch |  | 6.44 362 | 1.75 421 | 6.90 301 | 3.57 211 | 0.63 123 | 8.44 388 | 1.54 204 | 12.51 270 | 16.89 412 | 16.22 449 | 25.52 486 | 9.64 338 | 4.42 231 | 12.06 397 | 7.98 478 | 0.00 1 | 0.04 185 | 0.00 1 | 0.00 1 | 0.29 337 | 0.31 406 |
|
| test_sample1 |  | 7.66 420 | 1.26 237 | 8.87 402 | 5.04 335 | 2.61 382 | 14.61 511 | 4.58 440 | 20.08 439 | 9.81 305 | 13.83 391 | 21.62 442 | 18.21 503 | 12.26 499 | 11.71 375 | 8.01 480 | 0.11 393 | 0.11 398 | 0.02 310 | 0.02 266 | 0.20 267 | 0.17 298 |
|
| UCFNet_RVC |  | 9.48 486 | 2.12 497 | 4.89 164 | 7.03 506 | 3.78 459 | 16.05 541 | 6.37 505 | 28.25 546 | 20.00 453 | 15.93 443 | 23.07 461 | 25.21 582 | 12.79 512 | 12.57 431 | 8.01 480 | 0.07 368 | 0.04 185 | 1.17 629 | 0.23 500 | 1.31 575 | 0.69 506 |
|
| x |  | 6.80 384 | 1.36 272 | 6.94 303 | 4.58 305 | 1.88 323 | 10.78 425 | 4.55 438 | 19.79 435 | 10.62 315 | 12.69 365 | 19.54 405 | 14.87 436 | 10.11 447 | 9.52 264 | 8.03 482 | 0.07 368 | 0.15 451 | 0.04 355 | 0.04 319 | 0.24 298 | 0.22 350 |
|
| CCAANet |  | 9.84 504 | 1.49 322 | 9.29 435 | 6.41 467 | 5.05 542 | 12.91 472 | 3.79 409 | 28.06 543 | 22.91 490 | 15.23 426 | 36.91 630 | 18.50 506 | 10.70 458 | 16.74 551 | 8.06 483 | 0.12 399 | 0.00 1 | 0.27 533 | 0.01 220 | 0.20 267 | 0.15 280 |
|
| DEmStereo |  | 8.85 461 | 1.36 272 | 9.99 474 | 4.24 269 | 1.05 205 | 11.49 442 | 5.91 480 | 13.76 315 | 26.68 536 | 22.03 575 | 32.92 595 | 11.86 374 | 15.27 570 | 11.48 357 | 8.08 484 | 0.16 419 | 0.15 451 | 0.02 310 | 0.09 410 | 0.09 167 | 0.44 450 |
|
| IPLG |  | 7.20 406 | 1.43 296 | 12.55 527 | 5.17 355 | 4.32 500 | 11.11 438 | 1.48 187 | 21.79 462 | 15.10 381 | 19.16 524 | 20.23 412 | 5.26 235 | 5.61 309 | 11.68 374 | 8.14 485 | 0.05 336 | 0.06 266 | 0.03 330 | 0.07 385 | 0.33 376 | 0.50 467 |
|
| HITNet |  | 7.83 426 | 2.93 546 | 8.39 375 | 4.76 316 | 1.48 268 | 12.75 469 | 4.64 442 | 20.97 451 | 14.37 372 | 15.14 422 | 22.15 454 | 14.57 431 | 10.62 456 | 14.38 493 | 8.14 485 | 0.04 308 | 0.01 52 | 0.48 570 | 0.02 266 | 0.57 486 | 0.10 201 |
| 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 |  | 9.10 468 | 1.65 388 | 9.91 469 | 5.19 363 | 2.57 379 | 16.59 563 | 5.38 463 | 27.37 534 | 19.80 450 | 17.80 489 | 27.52 511 | 15.01 437 | 11.21 473 | 12.69 436 | 8.15 487 | 0.21 443 | 0.07 296 | 0.06 389 | 0.03 295 | 0.43 421 | 0.30 398 |
|
| Selective-IGEV-i16pc |  | 10.06 512 | 1.72 408 | 15.71 583 | 5.65 395 | 1.66 292 | 36.81 695 | 11.67 620 | 18.83 418 | 26.73 537 | 10.16 317 | 21.57 439 | 15.78 450 | 7.07 375 | 14.19 488 | 8.16 488 | 2.15 648 | 0.94 649 | 0.26 530 | 0.53 604 | 0.77 531 | 0.87 534 |
|
| CIPLG |  | 7.15 403 | 2.44 519 | 12.82 530 | 7.38 523 | 4.93 531 | 10.51 416 | 4.56 439 | 15.17 340 | 13.25 355 | 17.45 483 | 19.75 406 | 8.42 316 | 4.60 254 | 11.41 356 | 8.31 489 | 0.33 492 | 0.32 563 | 0.03 330 | 0.14 446 | 0.37 397 | 0.72 513 |
|
| FADNet-RVC-Resample |  | 11.72 556 | 4.35 587 | 30.33 666 | 9.46 587 | 3.90 466 | 14.11 495 | 7.17 538 | 25.78 511 | 23.31 492 | 23.27 591 | 29.52 538 | 19.50 521 | 15.00 566 | 15.38 511 | 8.33 490 | 0.53 549 | 0.50 607 | 0.49 571 | 0.50 600 | 1.38 579 | 1.67 595 |
|
| hknet |  | 10.13 516 | 1.56 355 | 10.27 484 | 6.74 494 | 3.72 456 | 16.10 545 | 7.13 536 | 33.06 618 | 21.12 465 | 17.99 495 | 21.34 435 | 23.11 554 | 14.95 561 | 16.43 544 | 8.34 491 | 0.14 407 | 0.13 427 | 0.14 477 | 0.04 319 | 0.30 346 | 0.09 188 |
|
| THIR-Stereo |  | 9.38 482 | 1.78 436 | 8.50 387 | 4.74 312 | 0.71 145 | 15.92 538 | 11.93 624 | 16.39 369 | 21.56 471 | 24.27 597 | 32.07 582 | 14.40 425 | 14.14 542 | 11.49 358 | 8.39 492 | 0.05 336 | 0.25 537 | 0.10 443 | 0.05 349 | 0.33 376 | 0.58 486 |
|
| xyz-stereo-finetune2 |  | 5.60 324 | 1.64 386 | 5.87 249 | 2.44 71 | 0.32 35 | 15.39 526 | 1.90 291 | 10.59 238 | 5.28 194 | 10.58 325 | 17.82 374 | 7.37 298 | 8.93 421 | 14.86 503 | 8.46 493 | 0.01 157 | 0.02 116 | 0.08 412 | 0.14 446 | 0.23 291 | 0.04 99 |
|
| HLF11 |  | 5.67 327 | 1.55 345 | 8.56 389 | 3.38 184 | 3.06 418 | 4.57 161 | 1.23 161 | 18.20 406 | 9.49 298 | 9.83 311 | 16.96 366 | 7.53 302 | 4.93 276 | 15.35 510 | 8.47 494 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.23 291 | 0.01 11 |
|
| ACRE |  | 7.07 400 | 2.38 516 | 13.26 537 | 7.36 522 | 4.86 527 | 10.28 409 | 4.40 431 | 15.51 348 | 13.69 362 | 17.22 477 | 19.23 397 | 8.00 309 | 4.20 222 | 10.64 305 | 8.50 495 | 0.33 492 | 0.32 563 | 0.03 330 | 0.14 446 | 0.37 397 | 0.77 521 |
|
| test_sample3 |  | 8.76 458 | 1.62 380 | 9.99 474 | 5.21 366 | 2.61 382 | 17.43 572 | 5.37 461 | 26.91 529 | 19.77 448 | 17.13 474 | 20.82 428 | 16.55 465 | 9.70 440 | 12.52 430 | 8.59 496 | 0.21 443 | 0.07 296 | 0.05 366 | 0.04 319 | 0.39 407 | 0.30 398 |
|
| AdaStereo |  | 10.22 517 | 3.63 567 | 9.14 431 | 9.15 576 | 3.24 427 | 15.79 536 | 5.39 468 | 31.94 599 | 25.42 521 | 18.39 510 | 26.47 498 | 19.44 519 | 9.50 435 | 16.60 549 | 8.59 496 | 0.44 529 | 0.05 226 | 0.40 563 | 0.00 1 | 0.57 486 | 0.16 289 |
| 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 |  | 10.99 542 | 3.81 575 | 6.88 299 | 6.69 490 | 2.30 360 | 16.06 543 | 10.94 606 | 30.06 571 | 32.41 592 | 16.10 446 | 18.72 391 | 22.78 553 | 14.21 544 | 17.52 559 | 8.62 498 | 2.35 652 | 1.84 671 | 3.32 673 | 1.57 658 | 2.06 607 | 1.52 587 |
|
| IPLGR_C |  | 7.16 404 | 2.48 522 | 12.98 533 | 7.52 532 | 4.91 530 | 10.56 417 | 4.59 441 | 15.63 353 | 14.12 367 | 17.42 481 | 18.87 393 | 8.00 309 | 4.59 253 | 10.76 314 | 8.81 499 | 0.32 490 | 0.32 563 | 0.03 330 | 0.13 440 | 0.36 389 | 0.76 518 |
|
| test_sample6 |  | 9.79 499 | 1.61 374 | 9.84 466 | 5.35 380 | 2.35 365 | 15.59 532 | 6.60 519 | 28.40 547 | 20.96 461 | 19.40 526 | 33.22 600 | 17.17 478 | 11.58 487 | 13.43 468 | 8.82 500 | 0.26 476 | 0.10 375 | 0.10 443 | 0.06 372 | 0.50 458 | 0.41 440 |
|
| DispNO |  | 9.33 479 | 1.78 436 | 15.84 585 | 5.73 408 | 5.74 591 | 12.24 459 | 4.81 450 | 25.06 500 | 21.10 464 | 16.70 466 | 20.86 429 | 17.78 489 | 11.76 490 | 16.74 551 | 8.85 501 | 0.22 449 | 0.15 451 | 0.03 330 | 0.12 435 | 0.41 415 | 0.64 499 |
|
| FSD |  | 7.83 426 | 6.74 632 | 11.67 512 | 13.63 663 | 5.31 567 | 8.20 384 | 12.18 628 | 12.39 266 | 7.98 266 | 7.94 282 | 7.35 230 | 9.35 332 | 7.17 378 | 10.94 326 | 8.86 502 | 5.58 689 | 2.77 692 | 5.46 681 | 4.09 687 | 5.17 661 | 3.91 648 |
|
| CrosDoStereo |  | 9.24 472 | 1.29 247 | 8.16 367 | 4.56 303 | 1.04 202 | 7.52 369 | 15.00 655 | 15.85 360 | 24.31 509 | 24.27 597 | 33.44 604 | 13.37 410 | 13.82 532 | 12.23 408 | 8.86 502 | 0.01 157 | 0.11 398 | 0.09 424 | 0.04 319 | 0.36 389 | 0.53 472 |
|
| DeepStereo_LL |  | 9.24 472 | 1.29 247 | 8.16 367 | 4.56 303 | 1.04 202 | 7.52 369 | 15.00 655 | 15.85 360 | 24.31 509 | 24.27 597 | 33.44 604 | 13.37 410 | 13.82 532 | 12.23 408 | 8.86 502 | 0.01 157 | 0.11 398 | 0.09 424 | 0.04 319 | 0.36 389 | 0.53 472 |
|
| HSM |  | 11.33 546 | 1.80 442 | 7.04 309 | 6.13 450 | 3.99 474 | 16.16 549 | 6.92 530 | 29.69 569 | 19.39 444 | 22.95 586 | 26.05 494 | 41.08 687 | 15.79 577 | 20.25 603 | 8.89 505 | 0.02 246 | 0.03 159 | 0.01 275 | 0.00 1 | 0.15 233 | 0.34 416 |
|
| RAFT + AFF |  | 10.27 521 | 3.77 572 | 17.13 597 | 10.24 613 | 4.97 534 | 13.08 475 | 11.52 618 | 25.69 510 | 25.80 524 | 14.72 406 | 16.12 355 | 19.16 515 | 11.35 479 | 16.24 542 | 9.04 506 | 0.30 486 | 1.46 663 | 0.66 590 | 0.20 484 | 2.03 606 | 1.94 605 |
|
| DCVSM-stereo |  | 9.70 494 | 1.83 444 | 11.36 507 | 5.81 413 | 3.59 448 | 10.57 418 | 3.00 373 | 18.71 414 | 22.11 480 | 23.79 595 | 19.02 396 | 29.73 611 | 17.68 602 | 13.33 464 | 9.11 507 | 0.21 443 | 1.14 655 | 0.27 533 | 0.06 372 | 0.75 528 | 1.89 603 |
|
| PSMNet-RSSM |  | 9.71 496 | 1.73 409 | 6.09 261 | 7.47 530 | 4.27 491 | 10.06 407 | 6.00 487 | 29.14 558 | 21.74 476 | 15.76 437 | 32.88 594 | 22.63 549 | 13.18 519 | 12.94 449 | 9.12 508 | 0.09 377 | 0.02 116 | 0.07 401 | 0.10 422 | 0.70 515 | 0.24 368 |
|
| HSM-Net_RVC |   | 10.88 541 | 1.23 223 | 5.46 215 | 5.57 391 | 2.63 386 | 20.12 597 | 6.06 494 | 27.67 538 | 28.35 551 | 20.63 552 | 25.51 485 | 34.01 651 | 14.38 548 | 16.18 537 | 9.29 509 | 0.11 393 | 0.07 296 | 0.01 275 | 0.00 1 | 0.13 218 | 0.14 259 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| pcwnet_v2 |  | 12.32 570 | 2.00 471 | 17.53 602 | 7.79 544 | 5.69 587 | 17.06 567 | 3.69 407 | 36.52 659 | 46.17 678 | 20.55 548 | 29.39 535 | 16.50 463 | 13.00 518 | 15.70 519 | 9.32 510 | 0.50 543 | 1.00 650 | 0.34 554 | 0.24 510 | 2.00 603 | 1.38 579 |
|
| DStereoRT |  | 14.31 604 | 2.30 513 | 10.03 480 | 10.45 617 | 5.01 540 | 18.36 582 | 6.38 506 | 27.11 530 | 26.47 535 | 15.77 438 | 24.40 472 | 10.48 350 | 14.62 556 | 17.08 556 | 9.45 511 | 1.32 631 | 0.51 611 | 57.89 748 | 25.93 736 | 0.56 484 | 2.01 608 |
|
| LL-Strereo |  | 10.79 538 | 3.52 565 | 12.54 526 | 8.77 567 | 5.44 574 | 7.49 366 | 9.26 572 | 35.15 645 | 28.70 552 | 16.47 457 | 15.85 351 | 21.06 533 | 17.42 600 | 21.62 618 | 9.72 512 | 0.21 443 | 0.22 510 | 0.74 596 | 0.08 394 | 0.98 550 | 0.60 489 |
|
| DualNet (step1) |  | 12.44 574 | 4.86 596 | 17.49 599 | 5.97 431 | 2.94 410 | 17.57 575 | 8.30 555 | 28.75 550 | 23.91 505 | 24.38 602 | 21.03 431 | 24.64 573 | 17.82 605 | 13.58 474 | 9.82 513 | 6.44 695 | 0.87 643 | 6.62 689 | 7.44 705 | 3.20 633 | 3.11 636 |
|
| test_sample7 |  | 10.45 525 | 2.24 510 | 9.90 468 | 5.32 376 | 2.01 338 | 14.98 516 | 7.44 545 | 28.75 550 | 23.91 505 | 24.38 602 | 21.03 431 | 24.64 573 | 17.82 605 | 13.58 474 | 9.82 513 | 0.59 558 | 0.87 643 | 0.39 562 | 0.12 435 | 0.66 511 | 0.47 458 |
|
| dd |  | 7.96 433 | 4.08 581 | 11.49 510 | 6.53 476 | 0.93 192 | 8.28 386 | 4.03 418 | 16.53 372 | 33.82 600 | 15.17 424 | 16.50 361 | 6.79 278 | 5.96 328 | 14.30 490 | 9.90 515 | 1.13 624 | 0.42 584 | 0.17 494 | 0.44 591 | 2.01 604 | 0.79 522 |
|
| GwcNet-ADL |  | 8.48 449 | 1.70 405 | 9.38 441 | 7.10 512 | 2.78 398 | 6.74 349 | 6.57 517 | 30.15 572 | 26.01 530 | 15.15 423 | 17.77 373 | 13.93 420 | 6.96 374 | 12.96 450 | 9.91 516 | 0.48 539 | 0.72 631 | 0.01 275 | 0.01 220 | 0.51 462 | 0.84 528 |
|
| gwcnet-sp |  | 9.81 501 | 2.82 539 | 13.47 545 | 5.99 434 | 4.27 491 | 16.20 551 | 5.91 480 | 25.55 507 | 24.34 512 | 21.01 558 | 20.69 422 | 15.22 440 | 14.96 562 | 14.50 497 | 9.97 517 | 0.05 336 | 0.15 451 | 0.02 310 | 0.08 394 | 0.49 453 | 0.51 468 |
|
| scenet |  | 9.81 501 | 2.82 539 | 13.47 545 | 5.99 434 | 4.27 491 | 16.20 551 | 5.91 480 | 25.55 507 | 24.34 512 | 21.01 558 | 20.69 422 | 15.22 440 | 14.96 562 | 14.50 497 | 9.97 517 | 0.05 336 | 0.15 451 | 0.02 310 | 0.08 394 | 0.49 453 | 0.51 468 |
|
| ssnet |  | 9.81 501 | 2.82 539 | 13.47 545 | 5.99 434 | 4.27 491 | 16.20 551 | 5.91 480 | 25.55 507 | 24.34 512 | 21.01 558 | 20.69 422 | 15.22 440 | 14.96 562 | 14.50 497 | 9.97 517 | 0.05 336 | 0.15 451 | 0.02 310 | 0.08 394 | 0.49 453 | 0.51 468 |
|
| dad |  | 12.24 567 | 10.20 659 | 13.68 551 | 6.64 487 | 1.47 265 | 13.55 486 | 3.58 404 | 17.62 389 | 35.33 617 | 27.15 635 | 32.65 590 | 30.85 621 | 10.86 462 | 14.33 492 | 10.04 520 | 2.95 664 | 0.55 618 | 7.92 701 | 0.91 630 | 3.35 637 | 1.17 568 |
|
| FADNet |  | 14.18 602 | 10.92 668 | 37.56 680 | 7.79 544 | 6.64 617 | 17.48 573 | 6.91 529 | 34.73 640 | 34.03 602 | 18.85 519 | 27.02 506 | 28.26 601 | 14.24 545 | 17.77 562 | 10.09 521 | 0.41 522 | 0.67 629 | 0.37 559 | 0.37 569 | 8.13 680 | 1.34 576 |
|
| MLCV |  | 9.32 478 | 2.22 507 | 12.55 527 | 5.22 368 | 1.32 246 | 13.79 490 | 1.35 177 | 21.14 455 | 23.65 498 | 21.91 573 | 31.37 568 | 17.14 477 | 7.57 385 | 16.00 535 | 10.18 522 | 0.22 449 | 0.01 52 | 0.03 330 | 0.02 266 | 0.40 412 | 0.29 395 |
|
| CBMV_ROB |  | 11.77 559 | 2.89 543 | 6.92 302 | 5.20 364 | 2.88 403 | 14.12 496 | 4.79 447 | 26.69 526 | 29.84 564 | 26.17 625 | 31.92 579 | 23.61 562 | 20.74 630 | 20.20 602 | 10.18 522 | 1.78 640 | 1.80 670 | 2.17 654 | 1.26 652 | 1.61 584 | 0.55 477 |
|
| MyStereo8 |  | 7.13 401 | 2.48 522 | 10.86 499 | 6.81 499 | 4.98 536 | 10.73 422 | 1.42 182 | 14.58 328 | 9.73 301 | 15.75 436 | 23.16 462 | 12.17 385 | 7.96 399 | 9.85 278 | 10.21 524 | 0.04 308 | 0.19 486 | 0.08 412 | 0.21 488 | 0.58 490 | 0.82 525 |
|
| DeepPruner_ROB |  | 10.77 537 | 4.56 589 | 13.13 534 | 6.37 463 | 4.28 496 | 10.14 408 | 6.86 527 | 36.42 658 | 19.59 446 | 17.87 491 | 27.37 509 | 23.19 556 | 12.26 499 | 19.09 581 | 10.23 525 | 1.05 620 | 0.48 602 | 0.23 523 | 0.15 455 | 0.89 544 | 1.17 568 |
|
| SACVNet |  | 13.38 597 | 4.08 581 | 11.41 509 | 11.67 646 | 5.79 592 | 17.28 569 | 9.39 573 | 32.77 614 | 22.29 481 | 28.11 640 | 33.35 602 | 32.48 636 | 21.86 634 | 19.75 590 | 10.28 526 | 1.00 616 | 0.48 602 | 0.85 610 | 0.29 536 | 1.31 575 | 3.08 634 |
|
| iResNet |  | 10.26 520 | 3.10 554 | 15.72 584 | 7.35 521 | 2.13 346 | 13.86 493 | 7.07 533 | 22.80 477 | 28.01 546 | 20.10 542 | 30.40 551 | 16.79 467 | 11.06 469 | 14.46 496 | 10.29 527 | 0.39 517 | 0.05 226 | 0.00 1 | 0.07 385 | 0.73 522 | 0.73 514 |
|
| BUS |  | 9.20 470 | 1.48 315 | 7.93 350 | 6.74 494 | 3.96 469 | 17.62 578 | 2.79 363 | 33.06 618 | 21.58 472 | 17.99 495 | 21.34 435 | 14.49 428 | 9.40 433 | 14.18 485 | 10.57 528 | 0.19 430 | 0.13 427 | 0.14 477 | 0.04 319 | 0.30 346 | 0.09 188 |
|
| NINENet |  | 10.74 535 | 2.29 512 | 10.44 487 | 8.03 550 | 5.09 544 | 17.62 578 | 2.79 363 | 38.69 677 | 33.24 599 | 18.35 508 | 26.31 496 | 14.49 428 | 9.40 433 | 15.88 526 | 10.57 528 | 0.41 522 | 0.21 500 | 0.29 545 | 0.00 1 | 0.42 419 | 0.23 361 |
|
| MWSP-net |  | 11.07 543 | 1.78 436 | 11.27 504 | 7.60 536 | 3.08 419 | 16.56 562 | 15.25 658 | 35.42 649 | 30.27 567 | 17.28 478 | 22.29 455 | 18.50 506 | 14.88 560 | 14.19 488 | 10.58 530 | 0.38 507 | 0.18 478 | 0.00 1 | 0.05 349 | 0.17 255 | 1.71 597 |
|
| CFNet |  | 10.67 531 | 2.33 515 | 8.90 403 | 6.66 488 | 4.09 481 | 16.05 541 | 4.26 430 | 30.44 580 | 31.01 574 | 18.53 512 | 26.48 499 | 23.69 563 | 13.68 528 | 15.27 506 | 10.59 531 | 0.05 336 | 0.02 116 | 0.44 565 | 0.05 349 | 0.73 522 | 0.23 361 |
|
| UGAM |  | 10.01 510 | 1.28 243 | 9.19 433 | 6.53 476 | 4.31 497 | 6.72 347 | 10.45 601 | 15.31 342 | 25.98 528 | 20.56 550 | 27.42 510 | 22.70 551 | 11.49 481 | 26.30 648 | 10.64 532 | 0.00 1 | 0.00 1 | 0.46 568 | 0.03 295 | 0.39 407 | 0.43 447 |
|
| G2L-ROB |  | 9.43 485 | 1.49 322 | 8.01 358 | 5.66 398 | 4.08 479 | 11.74 445 | 7.70 550 | 29.33 562 | 18.14 433 | 19.72 534 | 21.64 443 | 22.32 548 | 11.02 468 | 16.47 545 | 10.74 533 | 0.02 246 | 0.01 52 | 0.00 1 | 0.00 1 | 0.19 263 | 0.33 412 |
|
| ICVP |  | 10.07 514 | 1.73 409 | 6.11 262 | 9.08 574 | 3.31 430 | 12.25 460 | 6.56 516 | 26.30 521 | 22.52 485 | 16.49 458 | 31.80 577 | 26.94 597 | 12.42 503 | 11.35 353 | 10.92 534 | 1.17 627 | 0.57 620 | 0.17 494 | 0.10 422 | 0.58 490 | 1.07 560 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| BEATNet_4x |  | 9.37 481 | 4.85 595 | 12.05 522 | 5.48 388 | 1.35 258 | 13.15 477 | 6.15 496 | 25.06 500 | 16.74 410 | 16.18 447 | 24.65 476 | 17.29 483 | 12.51 507 | 16.91 554 | 10.92 534 | 0.38 507 | 0.18 478 | 0.81 607 | 0.05 349 | 1.95 600 | 0.65 501 |
|
| CFNet-ft |   | 9.87 505 | 2.18 505 | 5.49 220 | 7.45 528 | 5.25 558 | 15.76 534 | 5.98 485 | 21.89 465 | 21.87 477 | 14.96 412 | 30.02 545 | 25.68 586 | 13.68 528 | 12.46 424 | 10.94 536 | 0.08 372 | 0.06 266 | 1.83 646 | 0.22 491 | 1.09 556 | 0.43 447 |
|
| CFNet_RVC |  | 9.87 505 | 2.18 505 | 5.49 220 | 7.45 528 | 5.25 558 | 15.76 534 | 5.98 485 | 21.89 465 | 21.87 477 | 14.96 412 | 30.02 545 | 25.68 586 | 13.68 528 | 12.46 424 | 10.94 536 | 0.08 372 | 0.06 266 | 1.83 646 | 0.22 491 | 1.09 556 | 0.43 447 |
|
| HBP-ISP |  | 12.52 577 | 7.82 644 | 8.47 385 | 7.57 535 | 4.27 491 | 12.56 464 | 6.42 508 | 28.68 549 | 29.56 555 | 21.11 563 | 35.69 621 | 15.85 451 | 18.42 613 | 20.44 609 | 11.00 538 | 3.03 665 | 2.63 687 | 7.09 698 | 3.97 686 | 3.58 640 | 2.27 619 |
|
| cf-r |  | 10.06 512 | 1.60 369 | 7.99 356 | 5.82 414 | 5.70 588 | 12.92 473 | 4.78 445 | 24.18 494 | 27.47 543 | 16.91 470 | 31.02 563 | 25.12 581 | 14.05 539 | 11.63 372 | 11.01 539 | 0.03 287 | 0.03 159 | 0.05 366 | 0.03 295 | 0.43 421 | 0.39 432 |
|
| CVANet_RVC |  | 13.24 593 | 3.39 561 | 8.43 380 | 8.42 561 | 5.04 541 | 18.52 587 | 11.72 622 | 32.03 601 | 33.85 601 | 23.17 590 | 32.77 591 | 29.78 612 | 16.51 585 | 23.20 628 | 11.28 540 | 0.94 609 | 0.04 185 | 1.19 632 | 0.47 596 | 3.13 629 | 1.01 552 |
|
| DMCA |  | 8.51 451 | 1.90 451 | 9.96 471 | 5.16 354 | 4.14 484 | 10.29 410 | 4.46 435 | 25.52 506 | 19.55 445 | 16.33 453 | 20.69 422 | 17.59 486 | 11.26 474 | 10.42 297 | 11.36 541 | 0.50 543 | 0.08 334 | 0.35 555 | 0.05 349 | 0.36 389 | 0.31 406 |
|
| FLISNet |  | 8.30 444 | 2.00 471 | 6.75 290 | 4.58 305 | 5.15 552 | 4.16 129 | 0.50 91 | 17.99 402 | 9.24 294 | 25.03 608 | 28.22 518 | 20.23 526 | 12.47 505 | 17.93 565 | 11.49 542 | 0.00 1 | 0.10 375 | 0.00 1 | 0.05 349 | 0.08 154 | 0.05 131 |
|
| CoSv |  | 8.30 444 | 2.00 471 | 6.75 290 | 4.58 305 | 5.15 552 | 4.16 129 | 0.50 91 | 17.99 402 | 9.24 294 | 25.03 608 | 28.22 518 | 20.23 526 | 12.47 505 | 17.93 565 | 11.49 542 | 0.00 1 | 0.10 375 | 0.00 1 | 0.05 349 | 0.08 154 | 0.05 131 |
|
| AACVNet |  | 10.58 529 | 2.86 542 | 9.78 465 | 8.95 571 | 3.30 429 | 10.80 427 | 4.78 445 | 22.37 471 | 12.55 341 | 27.50 636 | 29.84 542 | 30.06 617 | 15.99 579 | 19.10 582 | 11.60 544 | 0.40 520 | 0.18 478 | 0.22 519 | 0.03 295 | 0.62 498 | 0.73 514 |
|
| MEA-ACV |  | 12.28 569 | 1.36 272 | 13.61 548 | 6.43 469 | 2.02 340 | 15.19 523 | 4.89 453 | 34.22 633 | 39.29 639 | 21.96 574 | 33.02 597 | 21.88 540 | 19.73 624 | 18.03 568 | 11.63 545 | 0.37 505 | 0.29 552 | 0.03 330 | 0.08 394 | 0.43 421 | 1.14 565 |
|
| rvit_105_1 |  | 13.56 599 | 5.57 610 | 19.88 629 | 13.22 661 | 4.58 519 | 15.04 518 | 28.61 722 | 26.56 524 | 42.75 661 | 18.83 518 | 24.53 474 | 20.93 531 | 13.85 534 | 18.02 567 | 11.90 546 | 1.74 638 | 0.60 622 | 0.25 527 | 2.10 669 | 0.61 495 | 1.64 593 |
|
| DSFCA |  | 11.85 561 | 2.01 479 | 12.93 532 | 5.40 384 | 6.87 626 | 15.36 524 | 10.45 601 | 30.68 582 | 31.84 580 | 25.99 621 | 23.52 464 | 22.03 542 | 14.05 539 | 20.28 606 | 12.46 547 | 0.57 553 | 0.41 580 | 0.28 541 | 0.38 572 | 1.02 552 | 0.47 458 |
|
| DFGA-Net |  | 9.06 467 | 3.56 566 | 17.96 611 | 5.71 406 | 3.89 464 | 10.76 423 | 3.08 377 | 25.17 502 | 29.50 554 | 16.21 448 | 18.47 388 | 9.49 334 | 6.31 347 | 15.80 522 | 12.54 548 | 0.05 336 | 0.00 1 | 0.06 389 | 0.09 410 | 1.76 594 | 0.83 526 |
|
| tta |  | 10.45 525 | 1.37 275 | 13.37 539 | 4.41 289 | 1.30 240 | 14.39 503 | 3.29 383 | 30.25 574 | 29.81 560 | 19.55 528 | 29.37 530 | 18.06 497 | 14.40 549 | 15.42 512 | 12.69 549 | 0.38 507 | 0.21 500 | 0.28 541 | 0.03 295 | 0.29 337 | 0.18 308 |
|
| SMFormer |  | 10.46 527 | 1.37 275 | 13.37 539 | 4.41 289 | 1.30 240 | 14.40 506 | 3.29 383 | 30.25 574 | 29.81 560 | 19.55 528 | 29.37 530 | 18.06 497 | 14.40 549 | 15.42 512 | 12.70 550 | 0.38 507 | 0.21 500 | 0.28 541 | 0.03 295 | 0.33 376 | 0.31 406 |
|
| iRaft-Stereo_5w |  | 8.70 457 | 1.81 443 | 9.33 439 | 5.83 416 | 3.78 459 | 4.87 203 | 11.12 611 | 15.86 362 | 14.80 378 | 15.23 426 | 26.36 497 | 21.49 537 | 12.91 517 | 15.94 531 | 12.73 551 | 0.58 554 | 0.05 226 | 0.08 412 | 0.09 410 | 0.85 539 | 0.33 412 |
|
| G2L-Stereo_test |  | 10.39 523 | 1.61 374 | 7.86 346 | 4.75 315 | 4.34 501 | 11.83 447 | 11.94 625 | 32.49 610 | 22.58 486 | 23.08 589 | 24.40 472 | 21.48 536 | 11.95 494 | 15.64 517 | 13.00 552 | 0.04 308 | 0.06 266 | 0.01 275 | 0.02 266 | 0.32 368 | 0.37 426 |
|
| Selective-IGEV-i16pb |  | 12.56 578 | 1.79 441 | 18.70 617 | 6.40 466 | 2.14 347 | 35.66 690 | 11.00 608 | 31.78 597 | 35.44 618 | 14.65 405 | 26.95 504 | 19.68 524 | 11.09 470 | 15.94 531 | 13.10 553 | 2.24 649 | 1.00 650 | 0.49 571 | 0.95 634 | 1.14 562 | 1.06 558 |
|
| TDLM |  | 12.98 588 | 3.78 573 | 9.77 464 | 10.75 629 | 4.94 532 | 16.10 545 | 14.08 644 | 35.05 643 | 31.87 581 | 22.36 578 | 26.51 501 | 26.09 590 | 14.97 565 | 24.73 640 | 13.11 554 | 1.05 620 | 0.05 226 | 1.21 633 | 0.27 529 | 1.83 596 | 1.00 551 |
|
| DDVS |  | 10.70 532 | 3.00 550 | 11.95 518 | 6.84 501 | 3.80 462 | 15.73 533 | 2.83 367 | 23.57 485 | 17.37 420 | 20.98 557 | 29.89 543 | 31.40 627 | 8.70 414 | 19.22 585 | 13.19 555 | 0.74 582 | 1.53 666 | 0.07 401 | 0.21 488 | 0.84 538 | 2.11 611 |
|
| ACV-stereo |  | 11.65 554 | 5.15 602 | 28.84 656 | 6.80 498 | 3.33 431 | 20.38 598 | 6.59 518 | 21.03 452 | 20.57 456 | 17.67 488 | 20.95 430 | 26.81 594 | 16.69 586 | 20.19 601 | 13.26 556 | 0.72 576 | 1.11 654 | 0.15 484 | 0.09 410 | 0.65 507 | 2.13 612 |
|
| ToySt |  | 10.51 528 | 2.00 471 | 15.67 582 | 5.33 377 | 0.95 194 | 14.97 515 | 9.51 576 | 24.02 489 | 27.37 541 | 14.61 404 | 24.67 477 | 24.56 571 | 14.70 558 | 16.86 553 | 13.35 557 | 0.06 357 | 0.23 518 | 0.03 330 | 0.09 410 | 0.62 498 | 0.67 503 |
|
| SGM-Forest |  | 12.92 585 | 1.87 448 | 6.61 281 | 5.68 399 | 2.05 341 | 23.19 621 | 11.30 614 | 34.24 634 | 30.77 572 | 26.54 627 | 31.99 580 | 29.98 614 | 15.74 576 | 21.17 616 | 13.36 558 | 1.05 620 | 0.33 568 | 0.84 609 | 0.01 220 | 0.71 517 | 0.97 545 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| SDNR |  | 16.15 617 | 5.23 605 | 28.92 658 | 5.73 408 | 6.05 604 | 56.85 732 | 3.26 380 | 23.18 482 | 29.73 559 | 20.62 551 | 36.48 626 | 13.59 417 | 16.97 592 | 18.43 572 | 13.44 559 | 10.56 713 | 13.84 732 | 3.10 670 | 0.44 591 | 7.80 676 | 8.81 699 |
|
| FADNet_RVC |  | 11.94 562 | 5.17 603 | 39.74 686 | 6.44 470 | 3.46 441 | 11.42 441 | 4.17 425 | 29.16 559 | 26.89 538 | 17.97 494 | 25.96 488 | 13.41 413 | 15.67 575 | 15.84 525 | 13.54 560 | 0.90 608 | 0.75 635 | 0.55 578 | 1.20 649 | 3.65 642 | 2.85 629 |
|
| MultiAttention |  | 21.34 670 | 1.48 315 | 14.65 569 | 12.08 652 | 4.10 482 | 63.05 743 | 95.71 779 | 42.52 698 | 41.89 655 | 15.33 428 | 30.20 549 | 28.14 600 | 7.73 390 | 44.07 720 | 13.67 561 | 0.84 600 | 0.27 545 | 1.06 622 | 1.58 659 | 4.47 651 | 3.88 647 |
|
| GwcNet-RSSM |  | 10.65 530 | 1.94 462 | 8.57 391 | 6.89 503 | 5.26 561 | 12.26 461 | 5.21 457 | 25.80 513 | 31.50 578 | 16.67 464 | 33.52 606 | 23.70 564 | 13.88 536 | 12.84 442 | 13.67 561 | 0.05 336 | 0.10 375 | 0.14 477 | 0.02 266 | 0.65 507 | 0.39 432 |
|
| ISRNet |  | 12.26 568 | 2.02 481 | 17.38 598 | 12.71 656 | 6.24 610 | 7.39 364 | 1.62 220 | 29.23 561 | 31.94 586 | 22.65 582 | 35.28 619 | 24.62 572 | 15.27 570 | 15.28 507 | 13.76 563 | 0.78 585 | 1.00 650 | 2.30 657 | 0.52 602 | 0.92 549 | 4.29 654 |
|
| UNet |  | 12.64 580 | 2.02 481 | 13.36 538 | 6.85 502 | 7.76 647 | 25.31 640 | 4.74 444 | 34.10 629 | 28.19 549 | 20.03 540 | 31.07 564 | 27.02 599 | 17.36 598 | 20.18 600 | 13.87 564 | 0.06 357 | 0.05 226 | 0.27 533 | 0.01 220 | 0.23 291 | 0.39 432 |
|
| PSMNet-ADL |  | 9.88 507 | 2.01 479 | 6.80 296 | 9.18 578 | 4.26 490 | 15.11 519 | 3.50 394 | 27.12 531 | 24.42 515 | 14.72 406 | 18.96 394 | 25.32 584 | 13.43 523 | 15.76 521 | 14.04 565 | 0.79 589 | 0.78 637 | 0.00 1 | 0.02 266 | 0.26 315 | 1.18 570 |
|
| ITSA-stereo |  | 11.44 549 | 2.03 484 | 10.92 501 | 5.90 425 | 1.78 309 | 12.05 456 | 4.17 425 | 36.77 661 | 49.15 694 | 18.17 500 | 18.53 389 | 21.79 539 | 12.59 509 | 15.74 520 | 14.05 566 | 0.45 531 | 0.39 576 | 0.28 541 | 0.29 536 | 0.98 550 | 2.81 628 |
|
| CBMV |   | 13.69 600 | 3.63 567 | 8.02 359 | 5.93 428 | 2.69 389 | 22.57 616 | 12.44 629 | 29.81 570 | 31.57 579 | 31.20 660 | 33.79 609 | 31.04 622 | 17.41 599 | 25.28 643 | 14.11 567 | 0.71 574 | 0.60 622 | 0.60 584 | 0.11 432 | 1.11 559 | 1.13 564 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| FADNet-RVC |  | 13.27 594 | 11.57 674 | 39.71 685 | 7.94 547 | 4.50 514 | 15.41 527 | 6.95 532 | 27.96 540 | 22.98 491 | 20.37 547 | 30.73 556 | 26.86 595 | 11.31 478 | 20.50 611 | 14.28 568 | 0.14 407 | 0.14 444 | 0.13 472 | 0.18 465 | 2.83 620 | 0.86 532 |
|
| CSP-Net |  | 12.85 584 | 2.95 547 | 9.64 455 | 5.94 429 | 3.96 469 | 25.85 641 | 9.93 583 | 28.81 554 | 26.00 529 | 29.31 650 | 32.44 588 | 30.00 615 | 15.16 568 | 20.25 603 | 14.30 569 | 0.55 552 | 0.19 486 | 0.03 330 | 0.00 1 | 0.65 507 | 0.98 548 |
|
| Anonymous_2 |  | 14.95 606 | 6.75 633 | 17.63 604 | 5.45 387 | 7.10 632 | 26.19 644 | 11.58 619 | 18.06 404 | 17.30 418 | 17.61 487 | 15.47 345 | 23.33 558 | 20.95 632 | 20.55 612 | 14.63 570 | 11.05 718 | 12.86 730 | 11.27 711 | 25.12 735 | 11.32 701 | 4.82 662 |
|
| CBFPSM |  | 12.42 573 | 2.59 532 | 28.96 659 | 4.74 312 | 3.20 424 | 22.33 613 | 16.31 670 | 21.13 454 | 21.03 463 | 21.04 561 | 27.81 512 | 30.24 618 | 15.99 579 | 14.59 501 | 14.80 571 | 0.04 308 | 0.49 605 | 0.10 443 | 0.16 458 | 0.51 462 | 2.34 622 |
|
| DMCA-RVC |   | 11.41 548 | 3.32 559 | 11.68 513 | 10.12 608 | 4.81 526 | 11.92 450 | 4.11 420 | 24.67 498 | 23.66 500 | 20.06 541 | 28.51 523 | 26.71 592 | 24.96 654 | 15.95 534 | 14.82 572 | 0.41 522 | 0.34 571 | 0.56 580 | 0.16 458 | 0.72 521 | 0.69 506 |
|
| STTStereo |  | 12.97 586 | 4.88 599 | 26.57 652 | 7.54 533 | 5.41 571 | 13.43 481 | 6.49 512 | 30.53 581 | 26.35 534 | 25.14 611 | 31.43 571 | 32.00 632 | 14.12 541 | 16.01 536 | 14.83 573 | 0.29 484 | 0.31 560 | 0.67 591 | 1.08 641 | 1.21 565 | 1.11 561 |
|
| GEStereo_RVC |  | 12.81 583 | 2.49 524 | 13.64 549 | 9.68 594 | 4.97 534 | 18.16 580 | 11.30 614 | 31.26 590 | 47.47 685 | 19.84 535 | 26.97 505 | 19.03 512 | 13.19 520 | 20.14 599 | 14.86 574 | 0.83 599 | 0.51 611 | 0.10 443 | 0.13 440 | 0.54 473 | 0.99 549 |
|
| G2L-Stereo |  | 10.09 515 | 1.97 466 | 9.53 446 | 7.09 510 | 4.21 487 | 9.10 396 | 8.53 562 | 29.05 556 | 22.51 484 | 19.28 525 | 25.57 487 | 22.70 551 | 10.67 457 | 15.44 516 | 14.88 575 | 0.25 471 | 0.04 185 | 0.08 412 | 0.01 220 | 0.36 389 | 0.42 443 |
|
| PSMNet-RUCA |  | 24.03 690 | 26.83 722 | 40.96 689 | 35.46 729 | 34.27 735 | 16.24 554 | 9.79 582 | 39.82 684 | 31.45 577 | 31.49 661 | 41.54 664 | 36.82 666 | 26.02 656 | 27.92 656 | 15.09 576 | 11.51 720 | 2.06 674 | 20.58 722 | 8.10 713 | 15.83 715 | 8.74 698 |
|
| MaskLacGwcNet_RVC |  | 16.87 626 | 16.27 696 | 17.93 610 | 11.24 640 | 6.69 620 | 28.95 662 | 10.44 600 | 41.23 693 | 21.49 470 | 29.68 652 | 34.27 613 | 32.48 636 | 11.00 467 | 20.05 596 | 15.09 576 | 8.22 704 | 2.59 686 | 12.23 712 | 0.75 621 | 10.40 693 | 6.34 675 |
|
| NVstereo2D |  | 15.15 609 | 2.97 548 | 16.28 591 | 9.23 580 | 7.56 642 | 30.03 666 | 9.53 578 | 42.80 701 | 42.72 660 | 15.11 418 | 27.03 507 | 23.16 555 | 16.93 590 | 24.28 636 | 15.45 578 | 3.07 667 | 0.43 589 | 1.44 641 | 0.61 610 | 6.74 670 | 7.60 692 |
|
| AAGNet |  | 7.94 431 | 1.48 315 | 9.34 440 | 7.13 515 | 0.70 140 | 5.85 292 | 5.16 456 | 15.40 346 | 14.01 364 | 20.13 543 | 24.03 471 | 15.28 444 | 11.52 482 | 12.05 394 | 15.47 579 | 0.63 568 | 0.06 266 | 0.32 551 | 0.01 220 | 0.12 209 | 0.09 188 |
|
| NLCA_NET_v2_RVC |  | 12.05 565 | 3.43 562 | 16.25 590 | 7.62 537 | 5.58 579 | 14.57 510 | 6.00 487 | 32.98 617 | 27.41 542 | 21.69 571 | 31.40 570 | 25.21 582 | 13.47 524 | 14.96 504 | 15.60 580 | 0.84 600 | 0.33 568 | 0.35 555 | 0.35 562 | 1.29 572 | 1.78 599 |
| 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 |   | 10.75 536 | 4.13 583 | 10.67 492 | 13.11 660 | 3.99 474 | 16.68 564 | 5.91 480 | 25.30 504 | 22.69 487 | 22.04 576 | 21.80 444 | 14.67 432 | 14.24 545 | 20.55 612 | 15.86 581 | 1.90 643 | 0.04 185 | 0.00 1 | 0.02 266 | 1.29 572 | 0.18 308 |
|
| psm_up |  | 13.18 590 | 1.91 454 | 8.81 401 | 9.59 592 | 5.84 597 | 15.17 522 | 11.37 616 | 38.74 678 | 30.81 573 | 20.66 553 | 30.32 550 | 30.00 615 | 23.12 639 | 19.19 583 | 16.02 582 | 0.58 554 | 0.10 375 | 0.17 494 | 0.01 220 | 0.65 507 | 0.55 477 |
|
| NaN_ROB |  | 16.51 621 | 6.51 624 | 16.22 589 | 10.53 621 | 4.64 522 | 31.76 676 | 17.78 682 | 37.00 665 | 43.37 666 | 29.68 652 | 31.29 567 | 32.67 641 | 20.32 627 | 28.00 659 | 16.06 583 | 0.38 507 | 0.41 580 | 0.32 551 | 0.41 579 | 0.87 542 | 1.94 605 |
|
| MDST_ROB |  | 17.92 641 | 1.60 369 | 13.68 551 | 13.88 669 | 6.44 614 | 43.05 711 | 14.86 652 | 42.74 700 | 41.66 652 | 43.25 706 | 42.85 672 | 28.43 602 | 17.28 597 | 29.35 665 | 16.06 583 | 0.88 607 | 0.11 398 | 0.63 586 | 0.47 596 | 0.50 458 | 0.64 499 |
|
| RASNet |  | 11.59 553 | 1.71 406 | 10.36 486 | 6.30 459 | 5.66 584 | 15.48 530 | 6.12 495 | 34.50 638 | 20.86 460 | 16.61 462 | 32.51 589 | 22.04 543 | 23.00 638 | 19.44 586 | 16.15 585 | 0.71 574 | 0.03 159 | 0.05 366 | 0.01 220 | 0.15 233 | 0.13 248 |
|
| UPFNet |  | 11.72 556 | 1.52 335 | 10.33 485 | 7.38 523 | 7.14 633 | 20.05 596 | 9.62 579 | 28.90 555 | 25.94 527 | 20.02 539 | 29.73 541 | 20.91 530 | 16.34 582 | 18.61 575 | 16.17 586 | 0.26 476 | 0.17 469 | 0.25 527 | 0.03 295 | 0.55 477 | 0.56 482 |
|
| FINET |  | 15.49 613 | 6.08 615 | 24.99 647 | 8.12 552 | 7.69 645 | 21.80 610 | 22.35 700 | 33.76 626 | 48.27 687 | 25.99 621 | 32.27 586 | 19.48 520 | 16.83 589 | 19.07 580 | 16.38 587 | 1.37 632 | 0.70 630 | 0.95 617 | 0.27 529 | 2.61 615 | 0.90 538 |
|
| AANet_RVC |  | 13.16 589 | 5.34 607 | 10.83 498 | 8.20 556 | 4.44 508 | 14.13 497 | 9.46 575 | 28.78 553 | 37.67 633 | 23.44 593 | 37.47 635 | 23.48 560 | 15.83 578 | 22.39 623 | 16.63 588 | 1.67 637 | 0.86 641 | 0.24 526 | 0.02 266 | 0.63 501 | 1.60 591 |
|
| DLCB_ROB |  | 13.35 595 | 3.00 550 | 9.12 427 | 9.43 583 | 5.68 585 | 21.80 610 | 10.12 593 | 29.19 560 | 29.92 565 | 27.71 637 | 31.45 576 | 32.37 635 | 19.50 621 | 19.02 579 | 16.73 589 | 0.22 449 | 0.04 185 | 0.38 561 | 0.06 372 | 0.49 453 | 0.85 531 |
|
| GASNet |  | 17.30 632 | 19.38 707 | 30.46 667 | 20.66 699 | 9.36 674 | 16.06 543 | 9.06 567 | 43.89 708 | 40.04 646 | 25.35 616 | 23.73 465 | 32.90 642 | 15.37 573 | 28.91 662 | 17.05 590 | 3.04 666 | 0.27 545 | 1.88 648 | 0.45 594 | 6.73 669 | 1.37 578 |
|
| DDUNet |  | 22.66 679 | 19.69 709 | 14.64 568 | 24.11 711 | 22.38 725 | 24.84 631 | 17.71 681 | 30.36 579 | 30.32 568 | 29.02 645 | 37.31 634 | 37.63 670 | 24.66 650 | 24.67 638 | 17.08 591 | 18.42 727 | 7.92 726 | 26.43 731 | 11.81 724 | 17.23 719 | 16.95 725 |
|
| ACVNet |  | 10.36 522 | 1.68 401 | 5.49 220 | 6.01 437 | 2.75 395 | 12.78 470 | 3.56 401 | 21.89 465 | 34.81 612 | 14.96 412 | 30.78 557 | 24.72 577 | 13.88 536 | 15.81 523 | 17.20 592 | 0.13 404 | 0.01 52 | 0.06 389 | 0.06 372 | 0.51 462 | 0.15 280 |
|
| hitnet-ft |   | 12.04 564 | 2.11 494 | 6.14 263 | 7.27 518 | 3.90 466 | 25.98 643 | 3.56 401 | 22.56 472 | 23.74 502 | 20.55 548 | 33.81 610 | 31.59 628 | 18.67 617 | 19.47 587 | 17.20 592 | 0.42 526 | 1.36 660 | 0.35 555 | 0.07 385 | 1.11 559 | 0.86 532 |
|
| ac_64 |  | 11.10 544 | 1.49 322 | 9.88 467 | 8.24 557 | 5.45 575 | 19.12 589 | 6.46 510 | 24.10 492 | 14.34 371 | 22.80 585 | 23.87 469 | 33.28 644 | 15.54 574 | 18.87 577 | 17.26 594 | 0.28 482 | 0.12 411 | 0.02 310 | 0.02 266 | 0.26 315 | 0.63 493 |
|
| PS-NSSS |  | 13.70 601 | 7.41 640 | 14.68 570 | 6.70 491 | 5.63 582 | 18.43 585 | 12.59 630 | 38.89 680 | 25.56 522 | 20.27 545 | 35.71 622 | 21.11 535 | 16.35 583 | 17.16 557 | 17.56 595 | 2.28 650 | 0.53 615 | 5.37 680 | 0.36 565 | 4.28 650 | 3.09 635 |
|
| Syn2CoEx |  | 17.03 629 | 10.40 662 | 25.65 650 | 20.35 697 | 8.02 654 | 26.28 645 | 11.27 613 | 37.16 667 | 32.69 596 | 28.89 644 | 40.17 653 | 29.27 608 | 26.63 658 | 19.19 583 | 17.63 596 | 0.98 614 | 0.54 616 | 1.23 637 | 0.23 500 | 1.82 595 | 2.24 618 |
|
| delet |  | 12.65 581 | 1.85 447 | 11.36 507 | 7.71 541 | 6.22 607 | 22.52 615 | 10.22 598 | 28.14 545 | 37.67 633 | 19.66 532 | 29.24 529 | 21.00 532 | 15.99 579 | 21.97 619 | 17.77 597 | 0.03 287 | 0.07 296 | 0.19 507 | 0.04 319 | 0.60 493 | 0.75 517 |
|
| AASNet |  | 12.49 576 | 2.46 521 | 10.49 488 | 9.82 598 | 6.86 625 | 17.33 570 | 6.73 522 | 41.09 691 | 37.86 635 | 22.53 581 | 29.11 527 | 16.68 466 | 13.48 526 | 14.54 500 | 17.87 598 | 0.20 438 | 0.02 116 | 0.78 598 | 0.05 349 | 1.18 563 | 0.76 518 |
|
| MMNet |  | 12.97 586 | 2.08 490 | 12.74 529 | 6.98 505 | 6.27 612 | 26.39 648 | 4.73 443 | 23.10 481 | 41.79 654 | 25.48 617 | 32.29 587 | 21.09 534 | 17.79 603 | 19.52 588 | 17.90 599 | 0.19 430 | 0.07 296 | 0.10 443 | 0.00 1 | 0.37 397 | 0.59 488 |
|
| SQANet |  | 21.24 667 | 24.08 719 | 19.60 625 | 26.40 716 | 18.74 719 | 30.87 674 | 9.24 571 | 32.70 613 | 29.58 557 | 25.25 612 | 33.37 603 | 33.47 646 | 19.19 619 | 28.11 660 | 18.32 600 | 10.87 714 | 2.92 695 | 26.49 732 | 5.65 700 | 18.43 724 | 11.48 711 |
|
| CRFU-Net |  | 12.56 578 | 2.89 543 | 11.77 514 | 8.18 554 | 5.80 593 | 24.84 631 | 10.46 605 | 24.56 496 | 13.12 349 | 30.06 654 | 29.37 530 | 29.09 604 | 19.64 622 | 19.96 594 | 18.53 601 | 0.82 595 | 0.48 602 | 0.27 533 | 0.15 455 | 0.53 470 | 0.68 504 |
|
| ADLNet |  | 12.34 572 | 2.22 507 | 10.14 481 | 8.38 560 | 6.78 623 | 17.56 574 | 9.05 566 | 33.21 621 | 26.28 532 | 27.06 632 | 26.01 490 | 26.80 593 | 13.76 531 | 16.99 555 | 18.74 602 | 0.24 465 | 0.39 576 | 0.23 523 | 0.10 422 | 0.64 505 | 2.16 617 |
|
| acv_ft |  | 12.16 566 | 1.68 401 | 11.97 519 | 7.70 539 | 6.20 605 | 19.61 593 | 5.52 470 | 25.78 511 | 34.81 612 | 25.62 619 | 30.78 557 | 24.72 577 | 13.20 521 | 15.81 523 | 18.80 603 | 0.13 404 | 0.01 52 | 0.06 389 | 0.06 372 | 0.63 501 | 0.15 280 |
|
| HGLStereo |  | 12.72 582 | 2.66 534 | 12.34 523 | 9.93 602 | 7.55 641 | 16.16 549 | 7.45 546 | 31.48 594 | 27.01 539 | 20.01 538 | 35.31 620 | 26.98 598 | 18.90 618 | 17.87 563 | 18.90 604 | 0.33 492 | 0.16 462 | 0.07 401 | 0.05 349 | 0.48 444 | 0.70 510 |
|
| pmcnn |  | 14.59 605 | 3.68 570 | 19.78 628 | 6.83 500 | 4.51 515 | 21.27 606 | 14.67 650 | 27.37 534 | 30.54 569 | 27.09 634 | 40.19 654 | 38.71 673 | 18.53 615 | 17.70 561 | 19.27 605 | 0.84 600 | 0.09 353 | 0.00 1 | 0.00 1 | 0.48 444 | 0.31 406 |
|
| ADLNet2 |  | 12.44 574 | 2.17 501 | 12.84 531 | 9.17 577 | 5.82 594 | 20.00 595 | 10.13 594 | 32.53 612 | 36.22 625 | 18.62 514 | 19.39 399 | 21.96 541 | 17.07 593 | 21.43 617 | 19.42 606 | 0.24 465 | 0.15 451 | 0.06 389 | 0.08 394 | 0.86 540 | 0.57 483 |
|
| coex_refinement |  | 11.56 552 | 1.53 337 | 7.45 328 | 8.18 554 | 5.09 544 | 17.10 568 | 7.07 533 | 31.05 587 | 32.20 590 | 18.57 513 | 30.81 559 | 25.84 588 | 12.31 501 | 13.41 467 | 19.47 607 | 0.23 459 | 0.04 185 | 0.02 310 | 0.10 422 | 0.44 425 | 0.37 426 |
|
| fast-acv-ft |  | 14.25 603 | 4.00 580 | 16.20 588 | 7.51 531 | 5.14 551 | 26.38 647 | 9.77 581 | 24.62 497 | 34.84 614 | 25.30 614 | 37.27 633 | 32.09 633 | 20.38 628 | 18.32 570 | 19.50 608 | 0.36 502 | 0.32 563 | 0.63 586 | 0.47 596 | 1.18 563 | 0.76 518 |
|
| iinet-f |  | 13.51 598 | 4.29 584 | 45.90 700 | 6.01 437 | 3.96 469 | 21.00 602 | 13.40 638 | 27.40 536 | 21.12 465 | 21.11 563 | 30.72 555 | 21.49 537 | 16.96 591 | 15.33 508 | 19.50 608 | 0.12 399 | 0.42 584 | 0.09 424 | 0.05 349 | 0.89 544 | 0.39 432 |
|
| ssnet_v2 |  | 13.23 591 | 2.43 518 | 11.25 503 | 7.34 520 | 2.92 409 | 23.05 620 | 12.95 632 | 35.93 654 | 32.92 598 | 21.23 566 | 25.38 483 | 28.81 603 | 15.22 569 | 22.57 624 | 19.81 610 | 0.18 426 | 0.08 334 | 0.19 507 | 0.05 349 | 1.24 568 | 1.06 558 |
|
| UDG |  | 21.45 672 | 14.84 689 | 14.44 567 | 21.30 705 | 20.08 721 | 32.05 679 | 13.76 640 | 35.98 656 | 35.52 619 | 25.93 620 | 30.69 554 | 37.26 668 | 30.66 682 | 21.97 619 | 19.89 611 | 10.88 716 | 5.55 717 | 22.78 727 | 7.65 708 | 14.83 713 | 13.05 716 |
|
| test_sample9 |  | 15.04 608 | 4.86 596 | 17.49 599 | 5.97 431 | 2.94 410 | 17.57 575 | 8.30 555 | 28.75 550 | 23.91 505 | 24.38 602 | 21.03 431 | 24.64 573 | 17.82 605 | 20.07 597 | 20.17 612 | 6.44 695 | 36.07 750 | 6.62 689 | 7.44 705 | 3.20 633 | 3.11 636 |
|
| test_sample8 |  | 17.19 630 | 4.86 596 | 17.49 599 | 5.97 431 | 2.94 410 | 17.57 575 | 8.30 555 | 31.87 598 | 18.55 437 | 33.54 675 | 26.00 489 | 40.64 685 | 32.90 690 | 20.07 597 | 20.17 612 | 6.44 695 | 36.07 750 | 6.62 689 | 7.44 705 | 3.20 633 | 3.11 636 |
|
| GANet |  | 16.92 628 | 4.32 586 | 12.46 525 | 10.84 631 | 4.24 488 | 23.04 619 | 15.36 663 | 39.91 685 | 34.47 610 | 32.42 669 | 45.10 684 | 40.04 682 | 27.54 663 | 23.61 633 | 20.20 614 | 1.02 619 | 0.08 334 | 0.67 591 | 0.22 491 | 1.87 598 | 0.97 545 |
|
| Wz-Net-LNSev-Ref |  | 15.26 611 | 3.68 570 | 27.36 654 | 7.11 513 | 5.83 596 | 24.88 633 | 12.12 627 | 30.19 573 | 36.12 624 | 27.08 633 | 45.98 685 | 29.10 605 | 13.65 527 | 20.45 610 | 20.26 615 | 0.67 571 | 0.00 1 | 0.10 443 | 0.00 1 | 0.32 368 | 0.26 379 |
|
| PWCDC_ROB |   | 17.80 640 | 9.62 654 | 18.38 614 | 17.95 691 | 7.74 646 | 24.61 630 | 5.56 473 | 34.41 637 | 52.79 706 | 29.66 651 | 50.20 701 | 20.63 528 | 19.69 623 | 29.85 669 | 20.87 616 | 6.18 692 | 0.26 541 | 0.10 443 | 0.05 349 | 5.36 663 | 2.00 607 |
|
| RGC |  | 19.90 658 | 13.26 681 | 20.24 632 | 18.19 692 | 14.06 708 | 21.21 604 | 14.33 646 | 34.97 642 | 43.60 669 | 27.73 638 | 41.49 663 | 39.76 679 | 27.98 667 | 34.52 682 | 21.37 617 | 3.66 672 | 0.54 616 | 8.67 703 | 4.16 688 | 4.19 648 | 4.02 650 |
|
| FAT-Stereo |  | 16.81 623 | 2.97 548 | 17.56 603 | 9.80 597 | 6.21 606 | 16.12 548 | 13.23 636 | 38.18 675 | 39.67 643 | 27.00 631 | 39.73 652 | 37.55 669 | 31.30 685 | 20.39 607 | 21.52 618 | 3.44 669 | 2.05 673 | 0.81 607 | 1.10 642 | 1.89 599 | 5.72 668 |
|
| YMNet |  | 15.91 615 | 5.68 612 | 21.74 639 | 10.94 632 | 8.77 666 | 25.22 638 | 9.21 569 | 32.22 607 | 31.35 575 | 33.81 678 | 38.84 645 | 34.00 649 | 17.83 608 | 19.95 592 | 21.57 619 | 0.87 604 | 1.30 656 | 1.22 635 | 0.91 630 | 1.64 588 | 1.18 570 |
|
| YMNet_1 |  | 15.91 615 | 5.68 612 | 21.74 639 | 10.94 632 | 8.77 666 | 25.22 638 | 9.21 569 | 32.22 607 | 31.35 575 | 33.81 678 | 38.84 645 | 34.00 649 | 17.83 608 | 19.95 592 | 21.57 619 | 0.87 604 | 1.30 656 | 1.22 635 | 0.91 630 | 1.64 588 | 1.18 570 |
|
| StereoDRNet-Refined |  | 13.36 596 | 2.80 537 | 10.82 497 | 7.94 547 | 3.10 420 | 18.95 588 | 4.45 434 | 28.47 548 | 29.65 558 | 29.11 646 | 41.47 662 | 24.44 570 | 17.64 601 | 23.34 630 | 21.66 621 | 0.16 419 | 0.07 296 | 0.53 576 | 0.32 552 | 0.77 531 | 1.64 593 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| DeepPrunerF |  | 19.92 659 | 11.02 671 | 44.29 696 | 20.74 700 | 17.75 717 | 19.19 590 | 22.57 701 | 36.86 664 | 49.93 697 | 25.48 617 | 36.62 627 | 24.69 576 | 23.97 644 | 23.44 631 | 21.79 622 | 2.68 661 | 1.63 668 | 5.70 682 | 3.95 685 | 3.38 638 | 2.67 626 |
|
| FBW_ROB |  | 21.00 664 | 10.23 660 | 22.72 641 | 13.71 664 | 6.77 622 | 30.49 673 | 16.46 672 | 44.58 710 | 43.57 668 | 44.25 709 | 39.59 650 | 43.27 695 | 26.12 657 | 33.96 680 | 21.80 623 | 2.58 660 | 1.84 671 | 7.14 699 | 2.78 674 | 4.00 646 | 4.06 651 |
|
| ACVNet-4b |  | 36.40 729 | 52.20 741 | 56.11 724 | 42.45 736 | 21.78 723 | 48.56 717 | 14.37 647 | 49.50 722 | 60.15 733 | 43.17 705 | 46.38 688 | 55.62 724 | 24.56 648 | 38.15 704 | 21.97 624 | 25.13 733 | 3.66 707 | 46.93 741 | 33.56 741 | 25.97 731 | 17.74 727 |
|
| ff1 |  | 9.41 484 | 1.43 296 | 9.67 457 | 5.70 401 | 3.44 437 | 11.96 452 | 6.35 501 | 18.45 409 | 16.31 405 | 15.83 439 | 31.44 572 | 17.22 479 | 10.87 463 | 16.19 538 | 21.98 625 | 0.00 1 | 0.05 226 | 0.80 602 | 0.08 394 | 0.26 315 | 0.14 259 |
|
| mmx |  | 10.71 533 | 1.43 296 | 9.67 457 | 5.70 401 | 3.44 437 | 11.96 452 | 6.35 501 | 32.18 603 | 28.03 547 | 15.83 439 | 31.44 572 | 17.22 479 | 10.87 463 | 16.19 538 | 21.98 625 | 0.22 449 | 0.06 266 | 0.80 602 | 0.08 394 | 0.48 444 | 0.21 342 |
|
| xxx |   | 10.71 533 | 1.43 296 | 9.67 457 | 5.70 401 | 3.44 437 | 11.96 452 | 6.35 501 | 32.18 603 | 28.03 547 | 15.83 439 | 31.44 572 | 17.22 479 | 10.87 463 | 16.19 538 | 21.98 625 | 0.22 449 | 0.06 266 | 0.80 602 | 0.08 394 | 0.48 444 | 0.21 342 |
|
| w-ln-seven-2 |  | 17.58 635 | 7.62 642 | 41.78 692 | 11.29 642 | 6.55 616 | 23.49 622 | 14.08 644 | 29.64 568 | 39.85 645 | 28.44 643 | 42.38 668 | 30.45 619 | 27.66 665 | 22.16 621 | 22.15 628 | 0.44 529 | 0.49 605 | 0.65 589 | 0.17 463 | 1.58 583 | 0.81 523 |
|
| DNS |  | 9.38 482 | 14.54 688 | 3.54 67 | 2.57 92 | 1.33 251 | 3.06 70 | 1.47 186 | 9.42 199 | 3.79 144 | 1.36 61 | 4.88 169 | 3.61 185 | 3.07 173 | 29.11 663 | 22.21 629 | 0.13 404 | 3.45 702 | 0.42 564 | 0.41 579 | 38.21 737 | 40.94 745 |
|
| SCION-MonSter(vits) |   | 9.72 497 | 0.74 48 | 3.64 73 | 2.27 46 | 1.61 284 | 6.03 313 | 0.13 46 | 22.99 480 | 42.66 659 | 1.35 52 | 35.14 618 | 16.24 461 | 12.78 511 | 18.37 571 | 22.26 630 | 0.82 595 | 0.16 462 | 1.03 621 | 1.11 646 | 3.99 645 | 1.05 555 |
|
| Wz-Net-LNSev |  | 18.19 644 | 10.57 664 | 41.33 690 | 10.19 610 | 7.94 652 | 24.29 626 | 15.28 661 | 34.15 630 | 43.38 667 | 32.90 672 | 43.72 678 | 31.94 631 | 22.21 635 | 20.81 614 | 22.26 630 | 0.47 537 | 0.22 510 | 0.00 1 | 0.02 266 | 1.22 566 | 0.94 543 |
|
| 1111x |  | 11.32 545 | 1.34 267 | 8.95 408 | 5.20 364 | 1.96 331 | 14.46 509 | 7.75 551 | 35.65 651 | 28.23 550 | 15.66 435 | 26.66 502 | 26.65 591 | 14.76 559 | 15.88 526 | 22.27 632 | 0.24 465 | 0.13 427 | 0.04 355 | 0.06 372 | 0.30 346 | 0.24 368 |
|
| RP |  | 17.58 635 | 4.92 600 | 15.27 577 | 15.44 682 | 11.95 696 | 21.05 603 | 11.75 623 | 27.64 537 | 45.09 676 | 22.99 588 | 42.05 667 | 39.39 678 | 27.74 666 | 25.54 644 | 22.33 633 | 5.45 687 | 0.59 621 | 4.33 675 | 1.62 660 | 3.53 639 | 2.86 631 |
|
| S-Stereo |  | 16.85 624 | 3.95 579 | 20.67 635 | 12.08 652 | 8.91 670 | 21.68 608 | 12.61 631 | 32.20 606 | 44.61 673 | 22.37 579 | 38.42 643 | 29.15 606 | 28.02 668 | 18.58 574 | 22.36 634 | 2.88 663 | 3.11 697 | 0.87 614 | 1.82 663 | 3.58 640 | 9.08 701 |
|
| TCMNet |  | 15.19 610 | 6.68 629 | 19.70 626 | 13.83 667 | 12.53 700 | 26.35 646 | 13.66 639 | 29.47 565 | 35.21 615 | 24.71 606 | 31.20 566 | 23.44 559 | 15.13 567 | 18.97 578 | 22.59 635 | 1.13 624 | 0.65 626 | 2.04 650 | 0.97 636 | 3.18 630 | 2.31 621 |
|
| DRN-Test |  | 15.88 614 | 3.83 576 | 14.70 571 | 9.96 604 | 8.02 654 | 28.93 661 | 14.65 649 | 42.34 696 | 38.25 638 | 28.18 641 | 34.31 614 | 29.22 607 | 18.35 612 | 20.01 595 | 22.68 636 | 0.37 505 | 0.41 580 | 0.46 568 | 0.28 532 | 1.28 571 | 1.34 576 |
|
| NCCL2 |  | 17.23 631 | 6.37 623 | 14.30 565 | 23.45 710 | 7.18 634 | 24.16 625 | 17.05 677 | 34.39 636 | 25.88 525 | 31.55 662 | 38.01 639 | 42.09 692 | 26.81 659 | 20.94 615 | 22.69 637 | 0.45 531 | 0.23 518 | 2.63 663 | 1.80 662 | 2.02 605 | 2.57 623 |
|
| STTRV1_RVC |  | 22.05 677 | 18.29 700 | 39.19 684 | 16.73 686 | 23.82 729 | 29.51 665 | 15.66 664 | 34.87 641 | 34.16 607 | 35.00 681 | 34.89 617 | 31.89 630 | 28.80 673 | 28.81 661 | 23.08 638 | 11.86 722 | 3.26 698 | 6.50 688 | 4.65 692 | 14.38 712 | 5.69 666 |
|
| DGSMNet |  | 19.79 657 | 12.06 675 | 33.43 674 | 13.79 666 | 16.23 715 | 22.97 617 | 15.88 666 | 35.41 648 | 41.96 656 | 19.90 536 | 32.16 585 | 35.60 661 | 18.14 610 | 29.48 667 | 23.10 639 | 3.85 673 | 3.89 711 | 6.16 685 | 4.75 693 | 13.56 706 | 13.44 717 |
|
| MSMD_ROB |  | 22.90 682 | 9.64 655 | 14.76 572 | 17.46 689 | 9.88 675 | 34.94 687 | 18.83 687 | 33.67 625 | 37.47 630 | 40.97 700 | 59.80 727 | 45.93 704 | 38.34 706 | 31.74 674 | 23.24 640 | 6.22 694 | 3.58 705 | 8.78 704 | 11.03 722 | 6.76 671 | 5.06 665 |
|
| SANet |  | 20.96 663 | 6.60 627 | 29.81 662 | 8.83 568 | 3.19 423 | 31.27 675 | 20.56 693 | 41.86 695 | 56.09 721 | 39.30 696 | 43.62 676 | 44.95 699 | 31.93 687 | 27.83 655 | 23.67 641 | 0.94 609 | 0.52 614 | 0.99 619 | 0.42 584 | 4.72 654 | 2.03 609 |
|
| StereoDRNet |  | 15.30 612 | 4.47 588 | 14.35 566 | 10.71 625 | 8.69 664 | 25.02 636 | 11.03 609 | 39.66 682 | 35.62 620 | 29.17 647 | 28.81 524 | 34.05 652 | 17.80 604 | 18.80 576 | 23.77 642 | 0.41 522 | 0.30 556 | 0.15 484 | 0.14 446 | 1.64 588 | 1.42 581 |
|
| CSAN |  | 21.34 670 | 9.45 652 | 23.34 642 | 20.99 702 | 4.95 533 | 32.57 680 | 34.26 730 | 38.83 679 | 49.95 699 | 36.97 690 | 39.72 651 | 44.97 700 | 31.73 686 | 26.05 646 | 23.94 643 | 1.52 635 | 0.47 600 | 0.85 610 | 1.43 655 | 2.73 617 | 2.14 615 |
|
| PSMNet_ROB |  | 16.90 627 | 5.45 608 | 14.16 559 | 13.77 665 | 7.25 635 | 27.65 654 | 32.74 728 | 43.21 704 | 37.88 636 | 24.00 596 | 32.97 596 | 34.55 656 | 16.69 586 | 17.41 558 | 23.96 644 | 0.38 507 | 0.22 510 | 0.93 616 | 2.05 667 | 1.83 596 | 0.96 544 |
|
| PA-Net |  | 16.29 618 | 6.88 635 | 27.34 653 | 9.88 601 | 11.12 686 | 21.77 609 | 28.15 720 | 32.06 602 | 39.49 640 | 19.99 537 | 27.91 513 | 23.50 561 | 20.59 629 | 20.25 603 | 24.04 645 | 0.24 465 | 2.26 681 | 0.22 519 | 4.59 691 | 1.13 561 | 4.48 658 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| edge stereo |  | 18.75 648 | 5.12 601 | 17.66 605 | 10.77 630 | 7.84 650 | 22.41 614 | 11.03 609 | 35.23 646 | 42.07 658 | 34.62 680 | 42.74 670 | 41.28 688 | 35.50 696 | 25.14 642 | 24.17 646 | 2.42 656 | 2.42 683 | 6.35 687 | 1.45 656 | 2.89 623 | 3.80 643 |
|
| ETE_ROB |  | 17.67 638 | 9.48 653 | 17.66 605 | 13.60 662 | 4.57 518 | 23.03 618 | 21.09 695 | 32.49 610 | 35.24 616 | 30.49 656 | 38.06 640 | 46.18 706 | 24.49 646 | 26.40 649 | 24.21 647 | 0.46 536 | 0.24 529 | 1.14 628 | 0.84 624 | 1.52 582 | 2.13 612 |
|
| WCMA_ROB |  | 20.02 660 | 4.30 585 | 19.72 627 | 9.47 588 | 7.00 630 | 32.71 682 | 13.99 643 | 31.97 600 | 32.48 593 | 41.51 701 | 52.00 707 | 44.09 697 | 36.14 698 | 32.43 675 | 24.29 648 | 6.19 693 | 2.79 693 | 1.09 626 | 1.10 642 | 3.95 644 | 3.13 639 |
|
| stereogan |  | 18.62 647 | 3.07 552 | 16.31 592 | 13.04 659 | 9.99 677 | 35.74 691 | 9.09 568 | 38.17 674 | 45.27 677 | 24.39 605 | 41.24 659 | 39.93 680 | 25.46 655 | 31.29 673 | 24.33 649 | 1.80 641 | 0.91 647 | 2.71 665 | 0.75 621 | 5.15 660 | 3.70 642 |
|
| DANet |  | 16.85 624 | 8.00 645 | 26.04 651 | 14.56 676 | 7.25 635 | 20.59 600 | 5.37 461 | 26.22 520 | 26.02 531 | 32.17 668 | 36.00 624 | 37.20 667 | 29.77 677 | 30.75 670 | 24.62 650 | 1.14 626 | 1.34 658 | 2.21 655 | 0.51 601 | 3.18 630 | 4.07 652 |
| 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 |  | 17.98 642 | 4.67 591 | 17.79 609 | 14.26 672 | 11.65 693 | 25.14 637 | 14.88 653 | 40.85 689 | 39.83 644 | 21.07 562 | 43.24 674 | 34.50 655 | 27.64 664 | 26.44 651 | 25.03 651 | 3.22 668 | 0.18 478 | 2.52 662 | 3.18 676 | 1.98 601 | 1.51 586 |
|
| DPSNet |  | 24.40 693 | 6.97 637 | 33.14 672 | 11.16 638 | 6.54 615 | 53.33 725 | 43.32 741 | 51.28 728 | 59.37 732 | 30.89 658 | 39.36 648 | 40.35 683 | 34.30 694 | 32.57 676 | 25.09 652 | 4.65 684 | 1.62 667 | 0.37 559 | 0.66 614 | 8.51 684 | 4.44 657 |
|
| G-Net |  | 21.25 668 | 8.24 646 | 37.97 682 | 15.14 681 | 9.26 673 | 50.87 722 | 16.80 676 | 27.96 540 | 30.54 569 | 38.92 693 | 42.93 673 | 33.27 643 | 32.17 688 | 27.99 658 | 25.25 653 | 4.40 681 | 3.83 708 | 3.60 674 | 0.97 636 | 7.91 679 | 6.95 683 |
|
| SuperB |  | 17.60 637 | 6.22 622 | 56.40 725 | 7.91 546 | 5.07 543 | 19.70 594 | 9.03 565 | 24.87 499 | 50.15 701 | 26.25 626 | 39.13 647 | 17.61 487 | 20.84 631 | 22.28 622 | 25.31 654 | 0.70 572 | 0.31 560 | 1.10 627 | 0.71 618 | 16.58 717 | 1.86 600 |
|
| NCC-stereo |  | 19.75 655 | 6.08 615 | 23.96 643 | 15.05 678 | 16.17 713 | 18.42 583 | 21.45 696 | 43.31 706 | 41.00 650 | 24.30 600 | 38.12 641 | 34.98 658 | 26.92 660 | 35.46 688 | 25.65 655 | 4.29 677 | 2.07 676 | 3.24 671 | 8.90 715 | 2.86 621 | 2.86 631 |
|
| Abc-Net |  | 19.75 655 | 6.08 615 | 23.96 643 | 15.05 678 | 16.17 713 | 18.42 583 | 21.45 696 | 43.31 706 | 41.00 650 | 24.30 600 | 38.12 641 | 34.98 658 | 26.92 660 | 35.46 688 | 25.65 655 | 4.29 677 | 2.07 676 | 3.24 671 | 8.90 715 | 2.86 621 | 2.86 631 |
| 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 |  | 19.19 651 | 7.15 638 | 15.93 586 | 12.96 658 | 5.30 566 | 28.30 657 | 23.21 707 | 42.51 697 | 36.69 627 | 33.45 674 | 40.81 657 | 50.96 719 | 24.53 647 | 27.92 656 | 25.66 657 | 0.60 559 | 0.44 591 | 2.04 650 | 1.22 650 | 2.54 614 | 1.47 584 |
|
| GwcNet |   | 16.48 620 | 5.23 605 | 20.03 631 | 10.24 613 | 8.48 659 | 28.79 658 | 10.09 591 | 38.60 676 | 44.51 672 | 23.29 592 | 36.95 631 | 31.29 625 | 19.79 626 | 20.42 608 | 25.70 658 | 0.54 550 | 0.72 631 | 0.57 581 | 0.39 575 | 1.37 578 | 2.64 625 |
|
| PWC_ROB |   | 18.37 645 | 10.55 663 | 25.19 648 | 10.21 611 | 6.29 613 | 23.75 623 | 4.79 447 | 35.93 654 | 48.75 691 | 32.56 670 | 44.46 683 | 34.68 657 | 24.78 651 | 30.99 671 | 25.72 659 | 1.38 634 | 0.08 334 | 1.57 643 | 0.26 522 | 2.18 609 | 3.17 641 |
|
| AF-Net |  | 18.38 646 | 5.60 611 | 14.21 561 | 15.95 683 | 10.78 682 | 22.26 612 | 10.45 601 | 35.39 647 | 50.22 702 | 24.71 606 | 37.77 636 | 41.55 690 | 29.24 675 | 29.11 663 | 26.67 660 | 4.35 679 | 0.06 266 | 4.56 677 | 0.90 627 | 2.42 610 | 1.38 579 |
|
| DStereoSA |  | 26.02 702 | 16.00 694 | 36.80 679 | 23.05 709 | 13.50 703 | 27.80 655 | 20.87 694 | 49.24 721 | 58.93 730 | 26.92 629 | 36.89 629 | 29.48 610 | 37.74 701 | 38.81 709 | 26.96 661 | 7.13 701 | 7.34 725 | 15.03 715 | 11.26 723 | 21.25 726 | 15.34 721 |
|
| LSM |  | 29.98 711 | 19.52 708 | 55.11 722 | 19.06 696 | 53.75 748 | 32.57 680 | 23.17 706 | 42.61 699 | 48.57 690 | 45.97 712 | 55.04 719 | 42.93 694 | 36.02 697 | 35.63 690 | 27.03 662 | 2.33 651 | 9.19 727 | 4.87 678 | 7.71 710 | 10.65 695 | 27.91 736 |
|
| MFN_U_SF_DS_RVC |  | 23.92 688 | 13.60 683 | 30.09 664 | 25.46 713 | 10.02 678 | 38.51 703 | 20.40 692 | 35.77 653 | 43.76 670 | 42.15 702 | 47.10 693 | 39.99 681 | 28.20 670 | 35.96 694 | 27.06 663 | 3.64 671 | 3.85 710 | 6.66 692 | 16.30 730 | 4.97 657 | 4.98 664 |
|
| FCDSN-DC |  | 25.59 701 | 14.91 690 | 18.83 618 | 28.55 720 | 15.68 711 | 39.29 706 | 18.16 685 | 42.83 703 | 41.69 653 | 44.43 710 | 51.94 706 | 50.82 718 | 39.22 709 | 34.59 683 | 27.29 664 | 6.05 691 | 3.63 706 | 7.01 696 | 6.41 701 | 10.35 692 | 10.17 708 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| DStereoO |  | 23.30 685 | 15.58 693 | 13.92 553 | 14.76 677 | 8.35 657 | 16.44 557 | 16.19 669 | 33.98 627 | 39.60 642 | 30.48 655 | 28.08 515 | 31.65 629 | 32.30 689 | 41.39 715 | 27.39 665 | 48.20 747 | 3.83 708 | 28.72 733 | 3.33 679 | 25.98 732 | 5.78 669 |
|
| XPNet_ROB |  | 17.33 634 | 4.84 594 | 15.44 578 | 11.15 637 | 6.64 617 | 20.88 601 | 16.10 667 | 36.26 657 | 39.54 641 | 31.80 666 | 41.32 660 | 41.30 689 | 23.91 643 | 24.67 638 | 27.40 666 | 1.07 623 | 0.74 633 | 0.79 600 | 0.25 516 | 1.10 558 | 1.31 574 |
|
| psmorigin |  | 20.95 662 | 10.24 661 | 35.84 676 | 9.75 595 | 7.05 631 | 24.59 629 | 10.11 592 | 32.85 616 | 32.17 589 | 43.09 704 | 54.57 717 | 42.79 693 | 36.62 699 | 35.99 695 | 27.41 667 | 1.58 636 | 2.72 690 | 0.79 600 | 1.05 639 | 3.26 636 | 6.50 677 |
|
| FC-DCNN v2 |   | 24.44 694 | 10.97 669 | 18.53 616 | 18.49 694 | 9.18 672 | 37.41 698 | 23.03 704 | 40.91 690 | 43.02 663 | 46.46 714 | 54.06 715 | 50.67 717 | 38.26 705 | 35.41 686 | 27.52 668 | 6.85 698 | 3.38 701 | 6.03 684 | 4.89 696 | 7.82 677 | 5.94 670 |
|
| FC-DCNN |   | 24.37 692 | 10.99 670 | 19.02 619 | 18.44 693 | 9.16 671 | 36.98 696 | 23.07 705 | 40.44 686 | 43.05 664 | 46.25 713 | 53.58 714 | 50.44 716 | 37.86 702 | 35.45 687 | 27.57 669 | 6.87 699 | 3.37 700 | 6.01 683 | 4.88 695 | 7.86 678 | 6.05 671 |
|
| MeshStereo |   | 22.27 678 | 6.87 634 | 11.15 502 | 7.69 538 | 4.87 528 | 37.70 699 | 13.06 634 | 41.64 694 | 36.95 629 | 50.92 719 | 53.41 712 | 58.12 725 | 41.93 716 | 37.73 703 | 27.62 670 | 2.52 659 | 2.37 682 | 2.99 667 | 2.07 668 | 3.09 627 | 2.60 624 |
| 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 |   | 19.52 653 | 2.12 497 | 6.79 295 | 6.59 481 | 1.33 251 | 38.20 701 | 15.74 665 | 38.13 673 | 34.07 604 | 45.71 711 | 41.91 666 | 51.41 720 | 38.10 704 | 38.77 708 | 27.80 671 | 0.61 563 | 0.36 573 | 0.51 574 | 0.33 557 | 1.03 553 | 0.90 538 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| APVNet |  | 17.75 639 | 5.46 609 | 20.35 633 | 12.31 654 | 8.40 658 | 30.16 668 | 24.10 709 | 41.14 692 | 30.12 566 | 25.08 610 | 41.09 658 | 31.24 623 | 23.12 639 | 27.07 652 | 27.86 672 | 0.34 496 | 0.56 619 | 3.02 668 | 0.52 602 | 1.68 591 | 1.45 583 |
|
| CC-Net-ROB |  | 22.04 676 | 22.91 716 | 28.86 657 | 14.05 670 | 8.73 665 | 33.79 685 | 15.26 659 | 46.84 714 | 36.06 623 | 33.72 676 | 32.10 583 | 35.47 660 | 24.02 645 | 23.57 632 | 27.88 673 | 8.95 708 | 2.95 696 | 24.94 729 | 3.68 682 | 12.41 704 | 4.62 660 |
|
| DispFullNet |  | 30.27 714 | 31.74 726 | 58.63 729 | 30.13 724 | 28.18 732 | 31.79 677 | 8.94 564 | 37.16 667 | 54.68 711 | 32.60 671 | 37.99 638 | 44.62 698 | 28.80 673 | 41.55 716 | 27.93 674 | 11.94 723 | 3.46 703 | 35.53 737 | 12.34 725 | 30.08 735 | 17.26 726 |
|
| GANetREF_RVC |   | 25.41 700 | 29.28 724 | 24.63 646 | 25.18 712 | 6.04 603 | 30.44 671 | 35.39 734 | 47.84 717 | 50.60 703 | 36.88 689 | 36.04 625 | 34.11 654 | 31.23 684 | 37.46 700 | 27.96 675 | 8.58 705 | 2.66 688 | 16.29 717 | 4.95 697 | 14.37 711 | 8.32 696 |
| Zhang, Feihu and Prisacariu, Victor and Yang, Ruigang and Torr, Philip HS: GA-Net: Guided Aggregation Net for End- to-end Stereo Matching. CVPR 2019 |
| aanetorigin |  | 19.21 652 | 12.59 676 | 53.50 710 | 9.67 593 | 7.83 649 | 11.85 449 | 13.87 642 | 17.05 380 | 34.15 606 | 49.18 716 | 48.89 697 | 34.05 652 | 30.22 679 | 22.86 627 | 28.00 676 | 1.01 618 | 0.75 635 | 0.67 591 | 0.89 626 | 3.07 626 | 4.14 653 |
|
| Wz-Net-MNSev |  | 18.98 650 | 6.53 625 | 33.16 673 | 10.15 609 | 7.26 637 | 38.37 702 | 16.45 671 | 34.19 632 | 43.20 665 | 30.65 657 | 40.76 656 | 40.51 684 | 19.24 620 | 27.56 654 | 28.06 677 | 0.81 594 | 0.26 541 | 0.05 366 | 0.10 422 | 1.45 581 | 0.84 528 |
|
| otaku |  | 33.18 718 | 35.99 733 | 52.93 708 | 40.01 733 | 21.41 722 | 55.08 727 | 17.25 678 | 43.30 705 | 61.58 736 | 39.25 695 | 49.16 698 | 46.61 707 | 28.49 672 | 39.77 711 | 28.76 678 | 18.56 728 | 7.00 724 | 31.82 735 | 9.61 719 | 21.53 728 | 15.48 722 |
|
| z-ln-s-r |  | 14.97 607 | 6.05 614 | 40.55 688 | 5.39 383 | 5.41 571 | 13.95 494 | 13.34 637 | 21.84 463 | 36.75 628 | 18.86 520 | 43.90 680 | 23.71 565 | 16.41 584 | 22.64 626 | 28.99 679 | 0.02 246 | 0.02 116 | 0.00 1 | 0.00 1 | 1.04 554 | 0.48 462 |
|
| w-ln-seven |  | 21.04 665 | 9.30 648 | 55.15 723 | 11.32 643 | 9.98 676 | 30.27 669 | 18.05 684 | 37.06 666 | 55.12 717 | 36.70 688 | 43.26 675 | 33.73 648 | 22.90 637 | 22.63 625 | 29.52 680 | 0.39 517 | 0.18 478 | 0.85 610 | 0.16 458 | 2.75 618 | 1.47 584 |
|
| Ntro |  | 34.97 723 | 37.63 734 | 54.53 718 | 43.26 737 | 22.45 726 | 57.73 733 | 21.97 698 | 47.14 716 | 64.21 743 | 39.12 694 | 48.86 695 | 47.93 711 | 36.94 700 | 40.66 713 | 29.83 681 | 17.16 726 | 6.51 721 | 32.70 736 | 10.17 720 | 24.06 730 | 16.48 724 |
|
| zh-mn7 |  | 21.99 675 | 13.21 680 | 53.55 714 | 10.73 627 | 5.68 585 | 27.38 653 | 14.94 654 | 34.53 639 | 56.55 723 | 40.02 697 | 57.13 721 | 31.28 624 | 23.73 642 | 35.83 693 | 30.28 682 | 0.95 612 | 0.44 591 | 0.22 519 | 0.19 478 | 1.26 570 | 1.86 600 |
|
| PDISCO_ROB |  | 24.45 695 | 9.24 647 | 29.28 660 | 28.68 721 | 19.96 720 | 37.14 697 | 15.33 662 | 45.04 712 | 54.69 712 | 29.24 648 | 42.67 669 | 46.07 705 | 28.17 669 | 35.35 685 | 30.30 683 | 9.92 711 | 2.13 678 | 6.90 693 | 3.20 677 | 8.74 685 | 6.87 682 |
|
| SCION-MonSter |   | 16.77 622 | 6.58 626 | 20.48 634 | 12.74 657 | 8.64 662 | 36.06 693 | 5.09 454 | 25.97 516 | 46.64 682 | 18.96 521 | 46.39 690 | 18.07 501 | 17.18 596 | 23.21 629 | 30.53 684 | 0.84 600 | 0.17 469 | 6.31 686 | 4.87 694 | 5.17 661 | 1.55 589 |
|
| z-mn7 |  | 21.05 666 | 9.91 656 | 45.96 701 | 11.27 641 | 5.23 555 | 33.41 684 | 15.27 660 | 35.65 651 | 57.07 725 | 26.62 628 | 53.08 709 | 32.21 634 | 24.80 652 | 35.65 691 | 30.93 685 | 0.49 540 | 0.25 537 | 0.55 578 | 0.11 432 | 1.62 585 | 0.90 538 |
|
| RYNet |  | 18.92 649 | 4.69 593 | 16.88 596 | 10.99 634 | 15.84 712 | 46.72 714 | 16.57 673 | 37.84 671 | 48.03 686 | 26.92 629 | 26.48 499 | 37.84 672 | 24.92 653 | 19.80 591 | 31.04 686 | 0.25 471 | 0.25 537 | 0.62 585 | 0.03 295 | 6.34 668 | 6.39 676 |
|
| SHD |  | 21.32 669 | 10.03 657 | 30.16 665 | 14.30 673 | 8.68 663 | 24.15 624 | 8.93 563 | 40.82 688 | 61.17 734 | 35.79 685 | 44.15 681 | 38.73 674 | 30.20 678 | 33.88 678 | 31.09 687 | 2.00 645 | 0.81 638 | 1.17 629 | 1.55 657 | 4.08 647 | 4.78 661 |
|
| 2222 |  | 30.81 716 | 13.09 678 | 30.89 668 | 39.99 732 | 8.49 660 | 75.42 757 | 89.21 768 | 43.94 709 | 42.75 661 | 35.07 682 | 51.09 702 | 48.39 713 | 37.89 703 | 35.06 684 | 32.24 688 | 8.60 706 | 1.06 653 | 10.36 709 | 1.10 642 | 9.30 688 | 2.28 620 |
|
| light-stereo |  | 41.36 734 | 29.75 725 | 55.07 721 | 54.98 742 | 49.52 743 | 36.70 694 | 17.57 680 | 46.92 715 | 51.01 705 | 53.58 724 | 54.47 716 | 62.25 737 | 35.15 695 | 48.78 725 | 33.36 689 | 34.63 736 | 26.20 746 | 20.76 723 | 28.59 737 | 46.39 742 | 41.49 747 |
|
| PStereo |  | 11.80 560 | 21.18 713 | 5.14 184 | 4.07 248 | 1.27 237 | 10.57 418 | 8.37 558 | 16.06 364 | 37.64 632 | 11.94 342 | 1.56 62 | 11.27 364 | 10.54 455 | 24.16 634 | 33.61 690 | 10.87 714 | 1.46 663 | 1.51 642 | 0.88 625 | 14.24 710 | 9.68 706 |
|
| DStereoFS |  | 26.88 704 | 21.28 714 | 29.50 661 | 18.65 695 | 12.35 698 | 29.13 664 | 13.04 633 | 50.34 726 | 47.29 684 | 35.95 686 | 44.38 682 | 36.32 664 | 41.02 715 | 51.90 736 | 33.82 691 | 7.92 703 | 5.83 718 | 15.86 716 | 9.22 717 | 17.41 721 | 16.41 723 |
|
| DISCO |  | 16.36 619 | 1.88 450 | 16.15 587 | 7.78 543 | 4.19 486 | 26.92 651 | 10.21 597 | 30.31 578 | 44.26 671 | 21.35 568 | 33.91 612 | 35.80 662 | 22.40 636 | 35.65 691 | 33.87 692 | 0.18 426 | 0.08 334 | 0.04 355 | 0.04 319 | 1.71 592 | 0.54 475 |
|
| SGM-ForestM |  | 23.72 687 | 2.44 519 | 9.13 429 | 7.43 526 | 2.25 357 | 44.80 713 | 19.11 689 | 44.90 711 | 49.97 700 | 50.74 718 | 51.18 703 | 62.06 736 | 45.83 722 | 44.96 721 | 33.88 693 | 1.00 616 | 0.84 640 | 0.78 598 | 0.62 611 | 1.29 572 | 1.11 561 |
|
| DNSM |  | 10.24 518 | 13.15 679 | 3.65 78 | 3.15 158 | 1.21 230 | 4.01 122 | 1.52 199 | 9.58 206 | 4.09 150 | 3.14 167 | 3.64 116 | 2.67 160 | 4.96 278 | 29.52 668 | 33.91 694 | 0.09 377 | 3.30 699 | 0.00 1 | 0.29 536 | 41.94 740 | 41.00 746 |
|
| ADCRef |  | 17.30 632 | 6.73 631 | 42.01 694 | 10.11 607 | 8.78 668 | 26.61 649 | 10.45 601 | 31.29 592 | 32.75 597 | 31.19 659 | 41.62 665 | 18.47 504 | 19.78 625 | 24.29 637 | 34.06 695 | 0.76 583 | 0.42 584 | 2.16 653 | 1.79 661 | 1.23 567 | 1.56 590 |
|
| Wz-Net-TNSev |  | 25.12 696 | 20.16 710 | 57.98 728 | 9.56 590 | 7.42 640 | 42.73 710 | 22.27 699 | 35.14 644 | 53.46 707 | 35.97 687 | 42.74 670 | 45.83 702 | 39.87 710 | 36.56 697 | 34.73 696 | 1.82 642 | 1.51 665 | 0.76 597 | 1.34 654 | 5.84 667 | 6.80 680 |
|
| ADCP+ |  | 18.16 643 | 4.61 590 | 32.94 671 | 9.31 581 | 10.23 679 | 28.87 659 | 11.69 621 | 33.43 622 | 36.49 626 | 29.28 649 | 40.49 655 | 24.18 569 | 24.61 649 | 33.89 679 | 35.33 697 | 0.25 471 | 0.40 579 | 2.00 649 | 1.17 648 | 2.16 608 | 1.87 602 |
|
| AANet |  | 25.23 699 | 25.90 721 | 70.86 748 | 8.25 558 | 6.82 624 | 24.45 627 | 10.96 607 | 32.18 603 | 56.29 722 | 56.40 726 | 51.41 704 | 47.70 710 | 40.20 711 | 25.76 645 | 35.38 698 | 2.68 661 | 0.32 563 | 0.99 619 | 0.43 587 | 3.80 643 | 3.92 649 |
|
| xxxx |  | 11.74 558 | 1.16 199 | 7.88 347 | 5.61 393 | 1.99 335 | 20.46 599 | 3.12 379 | 33.99 628 | 23.76 504 | 15.53 432 | 30.67 553 | 26.88 596 | 14.50 553 | 12.98 452 | 35.48 699 | 0.19 430 | 0.18 478 | 0.01 275 | 0.02 266 | 0.22 276 | 0.27 385 |
|
| Wz-Net-SNSev |  | 22.67 680 | 16.94 698 | 45.69 699 | 13.85 668 | 8.52 661 | 28.89 660 | 27.06 717 | 39.39 681 | 55.04 715 | 31.77 665 | 53.23 710 | 39.18 676 | 23.41 641 | 26.40 649 | 36.25 700 | 0.78 585 | 0.21 500 | 1.21 633 | 0.90 627 | 3.03 625 | 1.62 592 |
|
| LE_ROB |  | 22.93 683 | 3.07 552 | 14.02 556 | 7.70 539 | 2.86 401 | 31.99 678 | 17.35 679 | 28.10 544 | 67.19 749 | 70.51 753 | 55.61 720 | 49.07 714 | 47.62 728 | 24.76 641 | 36.49 701 | 0.35 499 | 0.20 492 | 0.27 533 | 0.55 606 | 0.48 444 | 0.44 450 |
|
| ADCL |  | 21.64 673 | 6.20 619 | 47.32 703 | 9.93 602 | 6.91 629 | 38.69 705 | 19.97 691 | 31.26 590 | 54.04 708 | 27.89 639 | 47.97 694 | 31.35 626 | 30.66 682 | 33.18 677 | 36.62 702 | 0.99 615 | 0.92 648 | 2.63 663 | 1.82 663 | 2.45 611 | 2.13 612 |
|
| PASM |  | 28.19 708 | 17.35 699 | 48.18 704 | 22.49 708 | 22.20 724 | 25.92 642 | 25.84 715 | 34.35 635 | 49.45 695 | 35.37 684 | 39.48 649 | 46.72 708 | 33.36 691 | 34.28 681 | 36.77 703 | 11.73 721 | 14.94 734 | 17.43 720 | 22.18 734 | 13.45 705 | 12.32 715 |
|
| TARStereo |  | 35.03 724 | 6.66 628 | 53.51 711 | 17.65 690 | 13.57 704 | 62.89 742 | 34.81 732 | 54.50 736 | 73.03 756 | 60.35 737 | 70.08 751 | 70.73 752 | 59.30 746 | 42.50 718 | 36.82 704 | 5.37 686 | 2.76 691 | 4.88 679 | 5.21 698 | 11.04 697 | 14.87 720 |
|
| ADCPNet |  | 21.93 674 | 9.38 651 | 57.92 727 | 11.76 648 | 6.88 627 | 36.03 692 | 18.44 686 | 32.80 615 | 35.93 621 | 32.91 673 | 43.80 679 | 39.21 677 | 26.99 662 | 31.14 672 | 36.94 705 | 2.05 646 | 2.67 689 | 2.30 657 | 3.45 680 | 4.22 649 | 3.82 644 |
|
| zh-sn7 |  | 23.03 684 | 15.48 692 | 50.25 705 | 14.08 671 | 7.77 648 | 26.71 650 | 23.32 708 | 36.59 660 | 48.43 689 | 33.80 677 | 51.71 705 | 33.34 645 | 33.77 692 | 39.91 712 | 37.07 706 | 0.60 559 | 0.86 641 | 0.54 577 | 0.35 562 | 3.18 630 | 2.85 629 |
|
| ACVNet_1 |  | 41.30 733 | 49.46 738 | 64.91 739 | 44.67 738 | 25.07 730 | 49.43 721 | 25.23 713 | 55.33 738 | 65.87 746 | 59.72 736 | 59.33 725 | 63.43 738 | 48.79 730 | 49.63 727 | 37.09 707 | 19.05 729 | 9.82 728 | 38.29 738 | 13.97 728 | 28.67 733 | 18.23 729 |
|
| RTSC |  | 19.64 654 | 9.36 650 | 31.06 669 | 10.99 634 | 6.24 610 | 28.10 656 | 10.14 595 | 37.50 670 | 58.34 729 | 31.74 664 | 36.70 628 | 32.50 638 | 21.03 633 | 36.00 696 | 37.24 708 | 1.23 629 | 0.44 591 | 0.12 460 | 0.31 549 | 1.98 601 | 1.69 596 |
|
| test_xeample |   | 11.49 550 | 1.24 230 | 7.50 329 | 5.22 368 | 2.18 351 | 17.40 571 | 6.49 512 | 31.14 588 | 22.77 488 | 17.90 493 | 33.09 599 | 18.48 505 | 14.61 555 | 13.51 471 | 37.38 709 | 0.16 419 | 0.13 427 | 0.01 275 | 0.03 295 | 0.23 291 | 0.24 368 |
|
| EDNetEfficient |  | 25.16 697 | 22.23 715 | 77.22 755 | 9.09 575 | 7.38 638 | 19.38 591 | 16.78 675 | 21.41 457 | 55.74 720 | 61.52 744 | 53.51 713 | 36.22 663 | 40.65 714 | 24.22 635 | 38.27 710 | 0.62 566 | 0.74 633 | 0.86 613 | 2.60 673 | 7.70 675 | 7.09 685 |
|
| SAMSARA |  | 34.43 722 | 18.53 701 | 31.91 670 | 55.34 743 | 35.34 736 | 75.99 759 | 94.71 778 | 47.97 718 | 50.84 704 | 37.47 692 | 36.99 632 | 53.12 722 | 38.55 707 | 39.56 710 | 38.65 711 | 3.59 670 | 5.40 716 | 2.22 656 | 3.72 683 | 9.43 689 | 9.29 703 |
|
| MANE |  | 31.97 717 | 10.75 666 | 17.71 608 | 20.94 701 | 13.77 706 | 47.80 716 | 26.85 716 | 53.00 735 | 55.20 718 | 59.29 735 | 64.30 736 | 64.93 740 | 56.31 743 | 51.83 735 | 38.69 712 | 9.61 710 | 4.72 714 | 6.91 694 | 19.93 733 | 9.20 686 | 7.64 693 |
|
| XQC |  | 24.10 691 | 16.76 697 | 50.68 706 | 21.37 706 | 11.01 684 | 35.24 689 | 18.84 688 | 37.28 669 | 55.11 716 | 31.64 663 | 30.06 548 | 37.71 671 | 30.31 680 | 37.17 699 | 39.66 713 | 4.20 676 | 0.41 580 | 2.76 666 | 1.89 665 | 11.46 702 | 8.42 697 |
|
| MFN_U_SF_RVC |  | 28.16 707 | 14.14 687 | 53.23 709 | 21.11 703 | 7.91 651 | 39.97 707 | 13.13 635 | 51.65 731 | 46.34 679 | 47.41 715 | 53.38 711 | 55.32 723 | 40.53 713 | 38.47 707 | 39.74 714 | 5.67 690 | 4.46 713 | 6.98 695 | 8.73 714 | 7.47 674 | 7.44 691 |
|
| PVD |  | 33.19 719 | 18.59 703 | 37.64 681 | 26.09 714 | 16.99 716 | 33.25 683 | 42.25 740 | 51.42 729 | 66.03 747 | 52.65 723 | 64.31 737 | 51.93 721 | 55.13 739 | 51.61 734 | 40.40 715 | 4.00 675 | 3.51 704 | 9.53 705 | 4.26 690 | 10.62 694 | 23.56 731 |
|
| MSAF-DinoV2 |  | 20.61 661 | 7.35 639 | 24.41 645 | 11.43 645 | 4.88 529 | 30.12 667 | 16.70 674 | 39.67 683 | 54.27 710 | 22.75 584 | 32.01 581 | 48.05 712 | 30.44 681 | 37.52 701 | 40.45 716 | 0.72 576 | 0.50 607 | 0.44 565 | 1.23 651 | 4.64 652 | 4.54 659 |
|
| ADCMid |  | 22.76 681 | 10.75 666 | 41.73 691 | 11.23 639 | 7.97 653 | 27.26 652 | 19.18 690 | 35.44 650 | 38.02 637 | 40.23 698 | 46.38 688 | 36.56 665 | 42.70 717 | 38.20 705 | 40.75 717 | 1.77 639 | 1.43 662 | 3.05 669 | 3.81 684 | 4.96 656 | 3.82 644 |
|
| RTS |  | 30.15 712 | 23.12 717 | 96.33 777 | 16.71 684 | 11.63 691 | 58.66 735 | 24.28 711 | 36.80 662 | 62.63 739 | 43.79 707 | 46.10 686 | 32.56 639 | 43.90 718 | 51.29 732 | 40.92 718 | 2.38 654 | 0.66 627 | 1.06 622 | 0.74 619 | 5.11 658 | 4.34 655 |
|
| RTSA |  | 30.15 712 | 23.12 717 | 96.33 777 | 16.71 684 | 11.63 691 | 58.66 735 | 24.28 711 | 36.80 662 | 62.63 739 | 43.79 707 | 46.10 686 | 32.56 639 | 43.90 718 | 51.29 732 | 40.92 718 | 2.38 654 | 0.66 627 | 1.06 622 | 0.74 619 | 5.11 658 | 4.34 655 |
|
| ccnet |  | 24.02 689 | 16.16 695 | 21.70 638 | 11.83 650 | 17.75 717 | 37.87 700 | 16.18 668 | 45.46 713 | 31.93 585 | 36.99 691 | 46.46 692 | 38.76 675 | 29.52 676 | 37.55 702 | 40.93 720 | 9.20 709 | 6.29 719 | 9.63 706 | 7.71 710 | 11.19 698 | 7.21 688 |
|
| RainbowNet |  | 51.25 739 | 62.74 750 | 64.52 738 | 60.13 744 | 39.00 740 | 58.72 737 | 30.83 725 | 57.31 741 | 79.18 764 | 50.24 717 | 65.35 741 | 60.13 731 | 44.25 720 | 49.47 726 | 41.16 721 | 46.52 746 | 46.06 756 | 52.72 745 | 31.78 739 | 52.33 747 | 32.47 737 |
|
| WZ-Net |  | 25.17 698 | 12.95 677 | 63.02 734 | 15.13 680 | 10.42 681 | 38.51 703 | 27.42 719 | 40.46 687 | 54.17 709 | 28.32 642 | 52.95 708 | 40.81 686 | 28.36 671 | 37.07 698 | 41.35 722 | 1.21 628 | 0.21 500 | 0.73 595 | 0.94 633 | 5.42 665 | 3.87 646 |
|
| mmmmmm |  | 35.75 728 | 20.78 712 | 43.60 695 | 32.22 726 | 11.70 694 | 54.99 726 | 40.99 738 | 50.73 727 | 61.37 735 | 52.56 722 | 62.08 729 | 61.33 734 | 54.14 738 | 49.70 728 | 41.49 723 | 7.05 700 | 6.48 720 | 21.85 724 | 16.89 731 | 17.85 722 | 7.25 689 |
|
| 1111 |  | 35.35 726 | 14.93 691 | 53.93 716 | 27.14 717 | 12.37 699 | 61.63 739 | 39.20 736 | 49.99 724 | 68.32 753 | 56.44 727 | 59.67 726 | 59.55 729 | 61.57 747 | 60.20 742 | 41.53 724 | 4.52 682 | 2.57 685 | 7.28 700 | 3.67 681 | 11.59 703 | 10.88 710 |
|
| AnyNet_C32 |  | 23.37 686 | 13.28 682 | 40.29 687 | 12.36 655 | 11.44 690 | 30.39 670 | 29.15 723 | 31.36 593 | 44.90 675 | 35.36 683 | 48.86 695 | 33.61 647 | 34.20 693 | 43.15 719 | 41.62 725 | 1.27 630 | 1.35 659 | 1.18 631 | 2.58 672 | 4.77 655 | 6.27 674 |
|
| ELAS_RVC |   | 33.79 721 | 19.15 706 | 35.97 677 | 21.28 704 | 13.79 707 | 52.58 723 | 36.11 735 | 48.96 720 | 55.66 719 | 61.47 743 | 62.91 730 | 58.35 727 | 53.55 734 | 53.37 738 | 42.23 726 | 11.25 719 | 6.64 723 | 10.32 708 | 7.05 703 | 13.56 706 | 11.58 712 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| EDNetEfficientorigin |  | 28.98 709 | 35.45 732 | 99.82 787 | 9.43 583 | 5.65 583 | 24.97 634 | 14.79 651 | 26.06 517 | 54.82 713 | 60.87 740 | 57.59 722 | 45.42 701 | 50.27 731 | 26.11 647 | 43.62 727 | 0.30 486 | 0.37 574 | 1.61 644 | 2.35 670 | 10.17 691 | 9.99 707 |
|
| BEATNet-Init1 |  | 35.08 725 | 20.64 711 | 54.70 720 | 27.43 718 | 12.00 697 | 58.29 734 | 31.01 726 | 52.58 734 | 57.49 727 | 60.36 738 | 62.98 731 | 69.98 748 | 55.54 741 | 53.00 737 | 44.40 728 | 4.61 683 | 2.84 694 | 7.05 697 | 6.89 702 | 10.97 696 | 8.94 700 |
|
| ELAS |   | 33.68 720 | 18.95 704 | 36.71 678 | 20.64 698 | 13.61 705 | 56.43 728 | 35.14 733 | 50.03 725 | 49.90 696 | 60.58 739 | 63.83 734 | 58.64 728 | 53.36 733 | 50.73 730 | 44.44 729 | 11.03 717 | 6.58 722 | 10.02 707 | 7.43 704 | 13.58 708 | 11.94 713 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ADCS |  | 26.20 703 | 13.71 685 | 46.90 702 | 14.51 675 | 10.34 680 | 30.46 672 | 22.72 703 | 42.81 702 | 57.61 728 | 42.58 703 | 49.37 699 | 41.91 691 | 40.43 712 | 41.90 717 | 44.58 730 | 2.37 653 | 2.19 680 | 2.37 660 | 3.29 678 | 7.32 673 | 6.52 678 |
|
| nnnnnnn |  | 37.22 731 | 18.53 701 | 51.33 707 | 29.86 723 | 22.80 727 | 49.41 720 | 28.20 721 | 51.87 732 | 63.79 742 | 57.33 728 | 57.97 723 | 61.44 735 | 54.02 737 | 46.85 723 | 44.78 731 | 12.26 724 | 11.63 729 | 21.92 725 | 18.67 732 | 23.42 729 | 18.25 730 |
|
| coex-ft |  | 30.77 715 | 38.58 735 | 93.29 776 | 9.44 586 | 5.62 581 | 34.95 688 | 25.30 714 | 30.83 584 | 59.36 731 | 73.23 757 | 58.53 724 | 45.92 703 | 47.29 726 | 29.44 666 | 45.30 732 | 1.37 632 | 1.65 669 | 0.95 617 | 0.96 635 | 8.35 683 | 4.96 663 |
|
| MSC_U_SF_DS_RVC |  | 37.16 730 | 34.69 729 | 53.68 715 | 37.47 731 | 12.55 701 | 56.80 731 | 22.63 702 | 52.02 733 | 63.29 741 | 66.20 749 | 63.82 733 | 58.12 725 | 53.73 736 | 51.21 731 | 46.48 733 | 8.79 707 | 5.31 715 | 14.69 714 | 15.22 729 | 17.27 720 | 9.21 702 |
|
| 222 |  | 12.33 571 | 1.29 247 | 8.09 362 | 6.06 442 | 2.14 347 | 19.51 592 | 2.53 347 | 33.63 624 | 23.55 495 | 21.72 572 | 30.51 552 | 20.11 525 | 16.77 588 | 13.22 461 | 46.51 734 | 0.15 416 | 0.14 444 | 0.01 275 | 0.03 295 | 0.26 315 | 0.26 379 |
|
| ACVNet_2 |  | 57.39 747 | 61.72 749 | 72.56 750 | 66.35 747 | 38.29 739 | 61.93 740 | 48.64 745 | 71.64 762 | 81.91 767 | 79.28 766 | 88.72 775 | 76.25 756 | 72.87 758 | 54.33 739 | 46.74 735 | 37.13 738 | 23.36 742 | 54.52 746 | 37.80 743 | 46.22 741 | 27.59 734 |
|
| fsdfsdds |  | 35.69 727 | 13.66 684 | 60.06 731 | 26.26 715 | 11.24 687 | 48.92 718 | 24.22 710 | 51.47 730 | 65.36 745 | 59.05 732 | 70.33 752 | 71.49 753 | 67.02 750 | 38.26 706 | 47.05 736 | 5.50 688 | 4.38 712 | 18.73 721 | 9.47 718 | 9.25 687 | 12.18 714 |
|
| AnyNet_C01 |  | 29.76 710 | 25.78 720 | 75.37 753 | 17.03 687 | 11.34 688 | 49.00 719 | 27.12 718 | 37.99 672 | 40.05 647 | 40.73 699 | 65.13 739 | 46.98 709 | 38.86 708 | 46.63 722 | 48.19 737 | 2.14 647 | 2.13 678 | 2.13 652 | 2.56 671 | 8.14 681 | 7.98 695 |
|
| Consistency-Raft |  | 41.82 735 | 35.10 731 | 44.56 698 | 32.85 727 | 41.39 741 | 46.76 715 | 34.76 731 | 57.01 740 | 54.94 714 | 32.10 667 | 65.22 740 | 30.82 620 | 48.46 729 | 40.81 714 | 48.77 738 | 27.39 734 | 34.28 748 | 42.92 739 | 51.66 752 | 39.28 738 | 27.28 733 |
|
| IMH-64-1 |  | 59.25 748 | 58.09 743 | 67.69 743 | 66.06 745 | 50.51 744 | 56.45 729 | 49.45 746 | 68.83 753 | 67.75 750 | 67.58 750 | 80.37 763 | 70.15 750 | 74.28 760 | 72.16 756 | 48.94 739 | 42.00 742 | 42.87 753 | 65.57 749 | 47.02 745 | 51.52 743 | 37.76 741 |
|
| IMH-64 |  | 59.25 748 | 58.09 743 | 67.69 743 | 66.06 745 | 50.51 744 | 56.45 729 | 49.45 746 | 68.83 753 | 67.75 750 | 67.58 750 | 80.37 763 | 70.15 750 | 74.28 760 | 72.16 756 | 48.94 739 | 42.00 742 | 42.87 753 | 65.57 749 | 47.02 745 | 51.52 743 | 37.76 741 |
|
| anonymity |  | 52.32 740 | 58.23 745 | 63.91 735 | 41.12 735 | 59.25 752 | 53.27 724 | 41.04 739 | 55.69 739 | 40.20 648 | 54.85 725 | 49.49 700 | 49.13 715 | 55.48 740 | 59.07 740 | 49.65 741 | 55.86 755 | 50.03 762 | 51.00 743 | 51.08 750 | 51.71 745 | 56.36 751 |
|
| IMH |  | 62.95 750 | 60.33 748 | 67.78 745 | 69.51 749 | 53.65 747 | 65.09 746 | 54.21 748 | 72.00 763 | 73.28 757 | 72.49 755 | 81.93 765 | 72.96 754 | 79.81 765 | 76.65 762 | 51.41 742 | 43.57 744 | 49.82 761 | 67.81 751 | 51.14 751 | 54.83 748 | 40.67 744 |
|
| UHP |  | 41.87 736 | 19.06 705 | 60.12 732 | 27.43 718 | 12.63 702 | 70.81 751 | 34.22 729 | 59.42 742 | 75.69 758 | 74.87 759 | 79.69 762 | 82.71 765 | 70.96 755 | 61.86 744 | 53.09 743 | 7.13 701 | 2.49 684 | 8.14 702 | 4.21 689 | 18.30 723 | 14.61 719 |
|
| MonStereo1 |  | 45.10 738 | 33.36 728 | 54.69 719 | 33.57 728 | 31.94 734 | 43.06 712 | 17.79 683 | 49.52 723 | 56.61 724 | 50.97 720 | 64.04 735 | 70.09 749 | 53.57 735 | 49.77 729 | 53.19 744 | 53.87 750 | 14.08 733 | 54.69 747 | 35.89 742 | 41.66 739 | 39.69 743 |
|
| ktn |  | 72.58 759 | 80.06 768 | 69.96 747 | 79.14 758 | 69.86 763 | 75.40 756 | 70.43 760 | 69.01 755 | 76.90 761 | 72.88 756 | 77.46 759 | 77.43 757 | 77.41 764 | 72.78 759 | 55.00 745 | 79.09 768 | 65.99 770 | 80.09 760 | 68.29 755 | 71.46 760 | 62.98 757 |
|
| SGM+DAISY |  | 54.67 743 | 56.61 742 | 62.73 733 | 40.21 734 | 53.22 746 | 61.95 741 | 48.59 744 | 55.05 737 | 44.62 674 | 61.03 742 | 63.68 732 | 60.46 732 | 55.62 742 | 60.68 743 | 55.34 746 | 56.34 758 | 48.56 759 | 50.16 742 | 49.63 749 | 52.25 746 | 56.76 753 |
|
| SPS-STEREO |   | 55.62 744 | 59.14 746 | 64.16 736 | 45.05 739 | 53.84 749 | 59.88 738 | 44.00 742 | 59.53 743 | 49.94 698 | 62.33 745 | 61.09 728 | 59.80 730 | 56.82 744 | 60.06 741 | 57.85 747 | 58.41 759 | 48.34 758 | 51.07 744 | 49.21 748 | 55.41 749 | 56.48 752 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| notaker |  | 72.18 757 | 79.78 766 | 78.84 757 | 78.75 757 | 68.52 760 | 63.26 744 | 61.68 752 | 69.22 756 | 75.95 759 | 77.58 763 | 78.85 760 | 79.69 762 | 84.79 774 | 77.39 763 | 58.43 748 | 69.68 765 | 60.79 769 | 77.46 757 | 68.48 756 | 69.62 755 | 64.92 760 |
|
| WAO-6 |  | 70.64 753 | 73.02 757 | 66.25 740 | 79.92 760 | 61.74 756 | 68.74 748 | 59.08 750 | 75.27 767 | 87.02 771 | 74.72 758 | 79.40 761 | 79.19 760 | 84.60 773 | 67.70 748 | 60.53 749 | 67.85 762 | 48.88 760 | 81.48 762 | 73.29 759 | 65.57 751 | 58.60 754 |
|
| NVStereoNet_ROB |  | 41.93 737 | 32.40 727 | 44.55 697 | 36.60 730 | 27.78 731 | 34.52 686 | 32.38 727 | 48.84 719 | 57.18 726 | 69.34 752 | 75.62 758 | 66.07 742 | 64.86 749 | 47.34 724 | 60.78 750 | 15.72 725 | 23.99 743 | 23.40 728 | 32.06 740 | 21.34 727 | 23.86 732 |
| 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 |  | 72.05 756 | 79.64 765 | 64.23 737 | 52.73 741 | 84.71 767 | 77.93 761 | 68.35 755 | 63.96 746 | 66.93 748 | 61.00 741 | 71.29 754 | 63.84 739 | 68.91 753 | 72.42 758 | 61.11 751 | 82.03 775 | 74.22 775 | 80.34 761 | 74.44 761 | 83.62 771 | 89.34 777 |
|
| LRCNet_RVC |  | 73.59 761 | 69.80 754 | 74.41 752 | 77.63 755 | 60.56 755 | 40.33 708 | 15.08 657 | 71.04 760 | 48.36 688 | 88.07 775 | 94.62 779 | 90.11 778 | 81.83 768 | 80.58 767 | 61.26 752 | 97.12 786 | 72.30 774 | 96.65 785 | 97.58 786 | 77.13 765 | 77.30 767 |
|
| TorneroNet-64 |  | 65.66 751 | 70.70 755 | 71.20 749 | 76.52 753 | 59.70 754 | 66.78 747 | 58.05 749 | 67.53 751 | 80.00 765 | 62.67 746 | 67.40 746 | 83.09 766 | 69.42 754 | 67.34 746 | 62.05 753 | 48.31 749 | 44.07 755 | 72.93 753 | 63.88 754 | 68.05 753 | 53.58 750 |
|
| PWCK |  | 65.90 752 | 88.63 772 | 79.40 758 | 80.32 761 | 29.96 733 | 63.85 745 | 39.45 737 | 72.07 764 | 71.26 754 | 78.74 765 | 68.99 749 | 77.82 758 | 61.77 748 | 82.81 771 | 62.64 754 | 80.17 771 | 39.88 752 | 81.90 764 | 47.37 747 | 73.54 763 | 37.51 740 |
|
| LVE |  | 71.50 755 | 72.46 756 | 83.91 763 | 75.21 752 | 55.29 751 | 74.81 752 | 62.76 753 | 77.22 768 | 83.77 769 | 82.09 768 | 87.11 774 | 83.38 767 | 82.41 770 | 75.93 760 | 64.49 755 | 48.28 748 | 57.24 768 | 74.61 755 | 62.53 753 | 65.49 750 | 61.01 755 |
|
| WAO-7 |  | 72.21 758 | 78.21 761 | 54.04 717 | 79.33 759 | 69.31 762 | 70.20 749 | 72.09 761 | 77.85 771 | 84.90 770 | 77.35 762 | 86.03 769 | 79.37 761 | 79.88 766 | 65.32 745 | 65.33 756 | 62.33 761 | 69.70 773 | 70.51 752 | 73.21 758 | 67.23 752 | 62.02 756 |
|
| TorneroNet |  | 71.21 754 | 73.44 759 | 75.82 754 | 80.82 762 | 65.65 758 | 70.53 750 | 64.39 754 | 71.42 761 | 75.97 760 | 71.47 754 | 73.68 756 | 84.17 769 | 74.00 759 | 69.85 752 | 69.09 757 | 59.37 760 | 48.19 757 | 79.67 758 | 73.51 760 | 74.93 764 | 68.26 763 |
|
| WAO-8 |  | 76.87 770 | 78.41 762 | 66.45 741 | 86.81 768 | 72.47 764 | 79.27 763 | 68.59 757 | 77.75 769 | 89.01 774 | 83.09 770 | 86.98 770 | 85.87 774 | 84.97 775 | 72.12 754 | 69.11 758 | 74.93 766 | 55.23 765 | 87.79 779 | 83.50 773 | 70.47 757 | 64.56 758 |
|
| Venus |  | 76.87 770 | 78.41 762 | 66.45 741 | 86.81 768 | 72.47 764 | 79.27 763 | 68.59 757 | 77.75 769 | 89.01 774 | 83.09 770 | 86.98 770 | 85.87 774 | 84.97 775 | 72.12 754 | 69.11 758 | 74.93 766 | 55.23 765 | 87.79 779 | 83.50 773 | 70.48 758 | 64.56 758 |
|
| noway1 |  | 74.77 765 | 91.57 779 | 86.02 767 | 97.71 779 | 97.21 779 | 94.20 770 | 92.74 777 | 69.33 757 | 46.43 680 | 59.06 733 | 67.16 745 | 67.16 745 | 46.18 724 | 81.93 768 | 71.95 760 | 55.60 753 | 22.27 738 | 83.80 771 | 82.63 768 | 94.55 779 | 87.99 771 |
|
| zzzz4 |  | 74.77 765 | 91.56 778 | 86.05 768 | 97.71 779 | 97.21 779 | 94.17 768 | 92.72 776 | 69.35 758 | 46.54 681 | 59.08 734 | 66.81 744 | 67.12 744 | 46.23 725 | 82.00 769 | 72.06 761 | 55.59 752 | 22.27 738 | 83.79 770 | 82.64 769 | 94.55 779 | 88.00 773 |
|
| noway3 |  | 74.99 767 | 90.45 774 | 85.80 765 | 97.80 782 | 97.20 778 | 94.24 772 | 92.62 775 | 67.11 750 | 49.01 693 | 58.50 730 | 67.79 747 | 67.58 747 | 47.37 727 | 84.57 774 | 72.20 762 | 55.91 756 | 21.87 737 | 84.27 774 | 82.78 771 | 94.57 781 | 88.19 776 |
|
| noway4 |  | 74.62 763 | 91.86 780 | 85.77 764 | 97.70 778 | 97.19 777 | 94.22 771 | 92.58 774 | 68.60 752 | 46.92 683 | 58.36 729 | 65.60 742 | 66.12 743 | 45.85 723 | 82.06 770 | 72.24 763 | 55.66 754 | 22.34 740 | 83.90 772 | 82.70 770 | 94.62 782 | 88.03 774 |
|
| UNDER WATER-64 |  | 73.11 760 | 74.48 760 | 87.70 769 | 74.03 751 | 55.20 750 | 78.24 762 | 75.71 763 | 65.33 747 | 67.91 752 | 75.60 761 | 69.32 750 | 84.41 770 | 76.93 763 | 68.43 750 | 72.45 764 | 81.18 773 | 56.77 767 | 82.46 765 | 80.34 765 | 68.22 754 | 67.48 762 |
|
| noway2 |  | 74.71 764 | 90.43 773 | 85.90 766 | 97.74 781 | 97.22 781 | 94.18 769 | 92.52 773 | 66.52 748 | 48.92 692 | 58.77 731 | 65.91 743 | 67.36 746 | 45.41 721 | 83.64 773 | 72.50 765 | 55.41 751 | 22.41 741 | 84.02 773 | 82.92 772 | 94.52 778 | 87.99 771 |
|
| Dean |  | 80.72 774 | 85.82 771 | 83.27 760 | 84.91 767 | 59.53 753 | 75.11 753 | 68.39 756 | 81.59 774 | 88.05 773 | 92.41 778 | 86.98 770 | 92.41 780 | 93.02 780 | 83.11 772 | 73.31 766 | 68.01 763 | 66.13 771 | 94.82 784 | 84.66 776 | 83.28 769 | 69.50 764 |
|
| HanzoNet |  | 77.61 772 | 81.11 769 | 82.83 759 | 77.82 756 | 69.15 761 | 75.25 755 | 69.06 759 | 73.49 765 | 77.84 763 | 82.19 769 | 82.80 766 | 85.42 771 | 86.67 778 | 85.99 776 | 73.64 767 | 85.24 779 | 68.38 772 | 81.71 763 | 75.47 763 | 71.98 761 | 66.24 761 |
|
| Selective-IGEV-i1pa |  | 56.65 746 | 73.08 758 | 56.50 726 | 29.63 722 | 14.87 710 | 94.58 775 | 46.49 743 | 80.65 773 | 87.08 772 | 88.18 776 | 87.03 773 | 74.01 755 | 68.51 752 | 94.68 782 | 74.38 768 | 45.10 745 | 26.62 747 | 26.16 730 | 13.27 727 | 19.40 725 | 32.71 738 |
|
| TCMNet-wrong-test |  | 76.74 769 | 91.47 777 | 89.31 771 | 97.64 777 | 97.35 782 | 94.87 776 | 92.51 772 | 69.78 759 | 65.29 744 | 63.44 748 | 71.10 753 | 65.66 741 | 51.44 732 | 85.29 775 | 74.70 769 | 56.06 757 | 20.22 735 | 83.11 769 | 82.39 767 | 95.02 783 | 88.18 775 |
|
| UNDER WATER |  | 75.92 768 | 79.25 764 | 87.75 770 | 84.39 764 | 66.43 759 | 77.08 760 | 77.22 764 | 66.90 749 | 72.16 755 | 75.32 760 | 71.56 755 | 85.89 776 | 82.15 769 | 70.11 753 | 74.99 770 | 79.34 770 | 53.61 764 | 86.40 776 | 84.53 775 | 71.29 759 | 72.11 765 |
|
| JetBlue |  | 54.08 742 | 45.10 737 | 74.15 751 | 51.17 740 | 47.68 742 | 75.66 758 | 60.97 751 | 63.63 745 | 62.09 738 | 63.32 747 | 64.88 738 | 78.86 759 | 68.17 751 | 68.15 749 | 75.09 771 | 36.86 737 | 24.88 745 | 29.01 734 | 29.12 738 | 28.71 734 | 34.13 739 |
|
| MADNet+ |  | 53.31 741 | 68.61 753 | 98.75 784 | 67.03 748 | 37.58 738 | 79.83 765 | 81.74 766 | 60.38 744 | 61.61 737 | 51.43 721 | 54.92 718 | 61.11 733 | 59.29 745 | 69.66 751 | 76.71 772 | 23.88 731 | 24.03 744 | 17.08 719 | 12.35 726 | 32.47 736 | 27.69 735 |
|
| RSGM-EC |  | 88.03 776 | 67.44 751 | 53.54 712 | 84.82 765 | 87.13 768 | 94.34 773 | 92.20 770 | 94.86 782 | 98.29 782 | 95.56 782 | 98.06 783 | 85.65 772 | 83.07 771 | 79.52 765 | 79.00 773 | 95.80 782 | 97.66 783 | 91.52 781 | 95.19 783 | 95.05 784 | 91.80 782 |
|
| acva |  | 88.03 776 | 67.44 751 | 53.54 712 | 84.82 765 | 87.13 768 | 94.34 773 | 92.20 770 | 94.86 782 | 98.29 782 | 95.56 782 | 98.06 783 | 85.65 772 | 83.07 771 | 79.52 765 | 79.00 773 | 95.80 782 | 97.66 783 | 91.52 781 | 95.19 783 | 95.05 784 | 91.80 782 |
|
| Selective-IGEV-i16pa |  | 56.08 745 | 59.75 747 | 69.90 746 | 21.43 707 | 14.80 709 | 97.01 778 | 29.83 724 | 86.97 776 | 94.48 780 | 85.76 773 | 93.21 776 | 81.88 764 | 74.46 762 | 96.71 784 | 79.25 775 | 30.92 735 | 13.32 731 | 16.91 718 | 7.73 712 | 15.59 714 | 51.73 749 |
|
| KSHMR |  | 88.54 778 | 93.03 781 | 83.31 761 | 95.54 775 | 91.74 774 | 82.37 766 | 83.41 767 | 84.43 775 | 81.99 768 | 87.89 774 | 84.05 767 | 91.94 779 | 81.33 767 | 76.34 761 | 81.76 776 | 96.44 785 | 96.14 782 | 96.69 786 | 97.12 785 | 92.52 777 | 92.67 784 |
|
| DPSimNet_ROB |  | 74.29 762 | 83.27 770 | 59.30 730 | 77.19 754 | 65.13 757 | 75.14 754 | 74.95 762 | 73.99 766 | 76.94 762 | 81.99 767 | 75.48 757 | 80.18 763 | 71.76 756 | 67.39 747 | 84.00 777 | 81.87 774 | 51.14 763 | 79.99 759 | 76.70 764 | 70.17 756 | 79.21 768 |
|
| JetRed |  | 79.55 773 | 79.88 767 | 91.52 774 | 71.05 750 | 75.80 766 | 91.66 767 | 80.11 765 | 79.14 772 | 80.44 766 | 84.35 772 | 84.23 768 | 83.38 767 | 72.48 757 | 79.43 764 | 85.44 778 | 69.33 764 | 81.58 776 | 73.66 754 | 72.56 757 | 82.35 768 | 72.60 766 |
|
| ASD4 |  | 87.72 775 | 90.49 775 | 83.85 762 | 83.29 763 | 90.74 773 | 97.88 780 | 99.60 786 | 88.98 777 | 96.82 781 | 88.24 777 | 93.42 777 | 89.82 777 | 86.15 777 | 88.78 777 | 91.81 779 | 79.31 769 | 81.76 777 | 76.68 756 | 81.50 766 | 83.55 770 | 81.68 769 |
|
| xxxxx1 |  | 91.92 780 | 95.33 783 | 98.45 781 | 87.29 770 | 89.24 770 | 98.50 781 | 98.17 783 | 92.95 778 | 93.21 777 | 93.55 779 | 95.36 780 | 96.99 782 | 96.28 781 | 94.65 779 | 94.94 780 | 83.26 776 | 84.17 778 | 82.90 766 | 88.32 779 | 85.49 773 | 89.37 778 |
|
| tt_ll |  | 91.92 780 | 95.33 783 | 98.45 781 | 87.29 770 | 89.24 770 | 98.50 781 | 98.17 783 | 92.95 778 | 93.21 777 | 93.55 779 | 95.36 780 | 96.99 782 | 96.28 781 | 94.65 779 | 94.94 780 | 83.26 776 | 84.17 778 | 82.90 766 | 88.32 779 | 85.49 773 | 89.37 778 |
|
| ff |  | 91.92 780 | 95.33 783 | 98.45 781 | 87.29 770 | 89.24 770 | 98.50 781 | 98.17 783 | 92.95 778 | 93.21 777 | 93.55 779 | 95.36 780 | 96.99 782 | 96.28 781 | 94.65 779 | 94.94 780 | 83.26 776 | 84.17 778 | 82.90 766 | 88.32 779 | 85.49 773 | 89.37 778 |
|
| MADNet++ |  | 94.16 784 | 94.02 782 | 90.25 772 | 96.28 776 | 96.84 776 | 97.17 779 | 90.16 769 | 94.71 781 | 91.69 776 | 97.07 784 | 93.71 778 | 94.62 781 | 92.63 779 | 96.15 783 | 95.18 783 | 95.42 781 | 95.89 781 | 92.80 783 | 92.23 782 | 92.10 776 | 94.30 786 |
|
| HaxPig |  | 99.40 787 | 99.99 791 | 97.38 779 | 100.00 793 | 100.00 793 | 96.91 777 | 97.35 780 | 99.59 787 | 99.99 789 | 100.00 791 | 100.00 790 | 99.99 795 | 99.99 789 | 99.04 786 | 97.77 784 | 100.00 791 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 794 | 99.99 793 |
|
| MEDIAN_ROB |  | 99.19 785 | 99.84 789 | 99.62 786 | 98.49 783 | 98.51 787 | 98.58 784 | 97.81 782 | 98.80 786 | 98.56 784 | 99.36 788 | 99.49 786 | 99.56 790 | 99.06 785 | 98.35 785 | 98.31 785 | 99.99 790 | 99.63 787 | 100.00 790 | 100.00 791 | 99.81 790 | 99.95 792 |
|
| PML |  | 99.19 785 | 100.00 794 | 98.08 780 | 99.28 786 | 99.53 788 | 100.00 788 | 99.73 787 | 98.24 784 | 99.44 786 | 100.00 791 | 99.57 788 | 98.76 787 | 99.84 787 | 100.00 792 | 98.88 786 | 100.00 791 | 99.54 786 | 100.00 790 | 99.50 788 | 99.90 791 | 93.55 785 |
|
| USTest |  | 93.52 783 | 90.92 776 | 77.74 756 | 87.90 773 | 92.63 775 | 100.00 788 | 100.00 790 | 99.79 788 | 99.80 787 | 99.21 787 | 99.52 787 | 98.03 785 | 99.15 786 | 89.52 778 | 99.31 787 | 90.37 780 | 98.47 785 | 84.34 775 | 87.43 778 | 84.58 772 | 91.71 781 |
|
| Anonymous_1 |  | 99.65 790 | 99.95 790 | 99.93 789 | 99.80 790 | 99.60 789 | 100.00 788 | 100.00 790 | 99.82 790 | 99.98 788 | 99.62 789 | 99.94 789 | 99.75 792 | 100.00 790 | 99.66 787 | 99.88 788 | 98.45 789 | 99.84 788 | 98.73 787 | 99.26 787 | 99.41 789 | 99.36 789 |
|
| test_example2 |  | 99.68 791 | 99.99 791 | 99.99 790 | 100.00 793 | 99.99 792 | 99.86 787 | 99.99 789 | 98.29 785 | 100.00 790 | 100.00 791 | 100.00 790 | 98.15 786 | 98.39 784 | 99.98 789 | 99.98 789 | 100.00 791 | 99.99 790 | 99.40 788 | 99.53 789 | 100.00 794 | 100.00 794 |
|
| ccccc |  | 99.71 792 | 98.19 788 | 100.00 792 | 100.00 793 | 100.00 793 | 99.32 786 | 99.81 788 | 99.79 788 | 99.22 785 | 99.63 790 | 98.80 785 | 99.69 791 | 99.91 788 | 99.95 788 | 99.99 790 | 100.00 791 | 100.00 791 | 99.97 789 | 99.90 790 | 100.00 794 | 100.00 794 |
|
| DPSMNet_ROB |  | 99.95 794 | 100.00 794 | 100.00 792 | 100.00 793 | 100.00 793 | 100.00 788 | 100.00 790 | 100.00 791 | 100.00 790 | 99.15 786 | 100.00 790 | 99.96 793 | 100.00 790 | 99.99 790 | 99.99 790 | 100.00 791 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 794 | 100.00 794 |
|
| DGTPSM_ROB |  | 99.95 794 | 100.00 794 | 100.00 792 | 100.00 793 | 100.00 793 | 100.00 788 | 100.00 790 | 100.00 791 | 100.00 790 | 99.14 785 | 100.00 790 | 99.96 793 | 100.00 790 | 99.99 790 | 99.99 790 | 100.00 791 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 794 | 100.00 794 |
|
| zzzzzz3 |  | 99.49 788 | 97.94 787 | 99.82 787 | 99.33 787 | 98.16 786 | 100.00 788 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 790 | 99.45 788 | 100.00 790 | 100.00 792 | 100.00 793 | 98.12 787 | 100.00 791 | 100.00 790 | 100.00 791 | 98.05 787 | 98.96 787 |
|
| zzzz2 |  | 100.00 798 | 100.00 794 | 100.00 792 | 100.00 793 | 100.00 793 | 100.00 788 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 797 | 100.00 790 | 100.00 792 | 100.00 793 | 100.00 791 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 794 | 100.00 794 |
|
| zzz1 |  | 99.50 789 | 97.89 786 | 99.99 790 | 99.33 787 | 98.15 785 | 100.00 788 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 790 | 99.45 788 | 100.00 790 | 100.00 792 | 100.00 793 | 98.12 787 | 100.00 791 | 100.00 790 | 100.00 791 | 98.05 787 | 98.97 788 |
|
| noway5 |  | 100.00 798 | 100.00 794 | 100.00 792 | 100.00 793 | 100.00 793 | 100.00 788 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 797 | 100.00 790 | 100.00 792 | 100.00 793 | 100.00 791 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 794 | 100.00 794 |
|
| fast-reg |  | 100.00 798 | 100.00 794 | 100.00 792 | 100.00 793 | 100.00 793 | 100.00 788 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 797 | 100.00 790 | 100.00 792 | 100.00 793 | 100.00 791 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 794 | 100.00 794 |
|
| iinet-test |  | 99.97 796 | 100.00 794 | 100.00 792 | 99.84 791 | 99.86 790 | 100.00 788 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 797 | 100.00 790 | 100.00 792 | 100.00 793 | 100.00 791 | 100.00 791 | 100.00 790 | 100.00 791 | 99.93 792 | 99.85 791 |
|
| IINet |  | 99.97 796 | 100.00 794 | 100.00 792 | 99.84 791 | 99.87 791 | 100.00 788 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 797 | 100.00 790 | 100.00 792 | 100.00 793 | 100.00 791 | 100.00 791 | 100.00 790 | 100.00 791 | 99.93 792 | 99.84 790 |
|
| Hybrid-DGEV |  | 100.00 798 | 100.00 794 | 100.00 792 | 100.00 793 | 100.00 793 | 100.00 788 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 797 | 100.00 790 | 100.00 792 | 100.00 793 | 100.00 791 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 794 | 100.00 794 |
|
| RAFT-FEzeroshot |  | 100.00 798 | 100.00 794 | 100.00 792 | 100.00 793 | 100.00 793 | 100.00 788 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 797 | 100.00 790 | 100.00 792 | 100.00 793 | 100.00 791 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 794 | 100.00 794 |
|
| RAFT-FE |  | 100.00 798 | 100.00 794 | 100.00 792 | 100.00 793 | 100.00 793 | 100.00 788 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 797 | 100.00 790 | 100.00 792 | 100.00 793 | 100.00 791 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 794 | 100.00 794 |
|
| FlowAnything |  | 100.00 798 | 100.00 794 | 100.00 792 | 100.00 793 | 100.00 793 | 100.00 788 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 797 | 100.00 790 | 100.00 792 | 100.00 793 | 100.00 791 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 794 | 100.00 794 |
|
| Selective-RAFT-Error |  | 100.00 798 | 100.00 794 | 100.00 792 | 100.00 793 | 100.00 793 | 100.00 788 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 797 | 100.00 790 | 100.00 792 | 100.00 793 | 100.00 791 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 794 | 100.00 794 |
|
| tt |  | 89.96 779 | 1.02 147 | 100.00 792 | 99.40 789 | 100.00 793 | 100.00 788 | 100.00 790 | 100.00 791 | 100.00 790 | 78.36 764 | 67.94 748 | 99.99 795 | 100.00 790 | 100.00 792 | 100.00 793 | 95.81 784 | 99.93 789 | 87.43 777 | 86.39 777 | 95.11 786 | 87.89 770 |
|
| CasAABBNet |  | 100.00 798 | 100.00 794 | 100.00 792 | 100.00 793 | 100.00 793 | 100.00 788 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 797 | 100.00 790 | 100.00 792 | 100.00 793 | 100.00 791 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 794 | 100.00 794 |
|
| LSM0 |  | 100.00 798 | 100.00 794 | 100.00 792 | 100.00 793 | 100.00 793 | 100.00 788 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 797 | 100.00 790 | 100.00 792 | 100.00 793 | 100.00 791 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 794 | 100.00 794 |
|
| DPSM_ROB |  | 100.00 798 | 100.00 794 | 100.00 792 | 100.00 793 | 100.00 793 | 100.00 788 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 797 | 100.00 790 | 100.00 792 | 100.00 793 | 100.00 791 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 794 | 100.00 794 |
|
| DPSM |  | 100.00 798 | 100.00 794 | 100.00 792 | 100.00 793 | 100.00 793 | 100.00 788 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 797 | 100.00 790 | 100.00 792 | 100.00 793 | 100.00 791 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 794 | 100.00 794 |
|
| AVERAGE_ROB |  | 99.80 793 | 99.99 791 | 99.40 785 | 100.00 793 | 100.00 793 | 98.99 785 | 97.72 781 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 790 | 100.00 797 | 100.00 790 | 100.00 792 | 100.00 793 | 100.00 791 | 100.00 791 | 100.00 790 | 100.00 791 | 100.00 794 | 100.00 794 |
|
| FADE |  | | 35.07 730 | | 32.15 725 | 23.61 728 | | | | | | | 43.42 696 | | | | 37.95 739 | 21.02 736 | 44.59 740 | 42.77 744 | 17.09 718 | |
|