| WAFT-Stereo (ZS) |  | 0.89 2 | 0.68 35 | 2.58 7 | 1.08 1 | 0.31 36 | 1.44 17 | 0.13 53 | 3.02 11 | 1.19 10 | 1.69 90 | 1.00 41 | 0.16 1 | 0.20 6 | 3.69 61 | 0.60 36 | 0.01 163 | 0.01 52 | 0.01 282 | 0.05 356 | 0.02 16 | 0.01 16 |
|
| 252Zero-FE |  | 1.52 43 | 0.84 89 | 3.49 70 | 2.85 128 | 0.54 111 | 1.97 30 | 0.08 35 | 6.14 95 | 4.11 158 | 1.76 99 | 3.45 117 | 0.16 1 | 0.27 8 | 3.61 58 | 0.82 73 | 0.01 163 | 0.10 382 | 0.08 419 | 0.04 326 | 0.04 93 | 0.03 72 |
|
| monsters |  | 2.21 106 | 1.25 240 | 4.09 121 | 3.59 220 | 4.35 510 | 2.20 38 | 0.18 70 | 8.31 179 | 2.84 108 | 4.11 211 | 2.86 101 | 0.20 3 | 0.76 49 | 8.41 218 | 0.95 106 | 0.01 163 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 16 | 0.01 16 |
|
| StereoAnything_RVC |  | 2.31 116 | 11.20 678 | 4.65 153 | 2.23 42 | 0.14 10 | 1.49 19 | 0.17 69 | 4.50 21 | 1.24 13 | 1.03 35 | 0.06 1 | 0.20 3 | 3.60 208 | 8.05 205 | 0.59 34 | 0.02 253 | 0.11 405 | 0.00 1 | 0.00 1 | 6.97 679 | 0.03 72 |
|
| 4.25_new |  | 1.94 85 | 0.81 74 | 3.74 88 | 2.82 121 | 2.69 396 | 4.37 148 | 2.37 341 | 5.76 66 | 2.78 103 | 1.99 113 | 3.60 119 | 0.23 5 | 2.40 154 | 4.13 74 | 0.99 111 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 16 | 0.07 173 |
|
| 4.5w_new |  | 1.94 85 | 0.81 74 | 3.74 88 | 2.82 121 | 2.69 396 | 4.37 148 | 2.37 341 | 5.76 66 | 2.78 103 | 1.99 113 | 3.60 119 | 0.23 5 | 2.40 154 | 4.13 74 | 0.99 111 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 16 | 0.07 173 |
|
| 4.25w-stereo |  | 1.94 85 | 0.81 74 | 3.74 88 | 2.82 121 | 2.69 396 | 4.37 148 | 2.37 341 | 5.76 66 | 2.78 103 | 1.99 113 | 3.60 119 | 0.23 5 | 2.40 154 | 4.13 74 | 0.99 111 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 16 | 0.07 173 |
|
| 2.5w |  | 2.10 95 | 0.78 64 | 4.30 133 | 2.96 148 | 1.85 323 | 3.22 80 | 2.25 332 | 6.05 92 | 2.69 95 | 1.80 102 | 5.44 198 | 0.23 5 | 2.01 131 | 7.36 178 | 1.01 122 | 0.01 163 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 16 | 0.06 155 |
|
| 2w_stereo |  | 2.37 121 | 0.83 83 | 4.12 125 | 2.73 114 | 1.22 239 | 4.67 180 | 3.90 421 | 6.98 128 | 3.62 146 | 3.48 186 | 5.01 182 | 0.24 9 | 4.36 234 | 4.43 87 | 1.70 190 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 16 | 0.03 72 |
|
| rgla |  | 1.61 63 | 1.09 179 | 4.67 154 | 2.51 88 | 3.68 460 | 4.15 132 | 0.03 20 | 5.64 60 | 2.61 89 | 0.92 24 | 0.78 36 | 0.25 10 | 1.14 78 | 3.81 64 | 0.75 60 | 0.00 1 | 0.02 116 | 0.00 1 | 0.01 227 | 0.08 161 | 0.03 72 |
|
| 1w_stereo |  | 2.90 164 | 0.72 42 | 3.59 73 | 3.30 184 | 2.15 356 | 4.37 148 | 6.74 530 | 6.40 110 | 5.23 200 | 2.83 162 | 7.30 235 | 0.25 10 | 4.36 234 | 8.30 214 | 2.44 262 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 16 | 0.02 34 |
|
| monsterstereo |  | 2.41 126 | 0.98 139 | 4.33 135 | 4.12 263 | 4.48 516 | 1.80 24 | 0.08 35 | 5.78 71 | 5.21 199 | 3.36 181 | 7.40 240 | 0.25 10 | 0.37 24 | 8.92 248 | 1.00 119 | 0.01 163 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 16 | 0.01 16 |
|
| IGEV |   | 1.86 82 | 0.58 10 | 3.90 103 | 2.40 76 | 3.49 450 | 4.20 139 | 0.97 148 | 7.16 134 | 3.22 127 | 2.00 116 | 4.16 139 | 0.26 13 | 0.62 44 | 3.40 45 | 0.65 44 | 0.03 294 | 0.09 360 | 0.00 1 | 0.00 1 | 0.03 62 | 0.02 34 |
|
| NoBS |  | 0.65 1 | 0.60 15 | 3.03 31 | 2.38 74 | 0.31 36 | 0.24 1 | 0.05 28 | 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 | 0.06 379 | 0.13 225 | 0.01 16 |
|
| 2.75w_new |  | 2.10 95 | 0.82 79 | 3.93 106 | 2.18 34 | 1.44 270 | 3.52 103 | 2.30 336 | 5.52 54 | 2.91 116 | 4.14 213 | 3.93 134 | 0.27 14 | 2.38 151 | 6.17 138 | 2.32 251 | 0.01 163 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 16 | 0.06 155 |
|
| 3w_stereo |  | 2.49 138 | 0.84 89 | 5.43 218 | 2.46 81 | 0.46 91 | 5.44 256 | 6.54 521 | 7.07 131 | 3.41 143 | 3.30 179 | 4.77 171 | 0.28 16 | 4.24 231 | 4.24 80 | 1.30 151 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 16 | 0.07 173 |
|
| 416test1013 |  | 1.60 60 | 0.97 137 | 4.71 160 | 2.88 132 | 3.51 451 | 4.22 141 | 0.05 28 | 5.31 47 | 2.64 92 | 0.90 20 | 0.43 19 | 0.29 17 | 2.09 137 | 3.02 33 | 0.76 64 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.10 198 | 0.03 72 |
|
| 416test |  | 1.53 46 | 0.95 127 | 4.57 149 | 2.87 130 | 3.55 454 | 3.71 112 | 0.04 25 | 5.29 45 | 2.63 90 | 0.97 29 | 0.49 27 | 0.29 17 | 1.86 129 | 2.42 18 | 0.77 66 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.08 161 | 0.03 72 |
|
| SCION-M(vits-remse) |  | 2.78 154 | 0.74 48 | 14.97 581 | 10.56 629 | 1.61 291 | 6.03 320 | 0.13 53 | 6.02 85 | 2.87 109 | 1.35 59 | 2.11 73 | 0.30 19 | 0.36 18 | 6.72 156 | 0.83 75 | 0.82 602 | 0.16 469 | 0.00 1 | 0.02 273 | 0.02 16 | 0.02 34 |
|
| SCION-Mon(vits-remp) |  | 4.42 260 | 4.67 598 | 14.97 581 | 10.56 629 | 8.33 663 | 29.06 670 | 0.13 53 | 6.02 85 | 2.87 109 | 1.35 59 | 2.11 73 | 0.30 19 | 0.36 18 | 6.72 156 | 0.83 75 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 273 | 0.02 16 | 0.02 34 |
|
| monster-pro |  | 1.75 72 | 0.74 48 | 3.64 78 | 2.27 50 | 1.62 294 | 5.99 311 | 0.14 59 | 6.02 85 | 2.87 109 | 1.35 59 | 2.11 73 | 0.30 19 | 0.36 18 | 6.78 161 | 0.83 75 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 273 | 0.02 16 | 0.02 34 |
|
| MonStereo |  | 1.76 74 | 0.75 53 | 3.64 78 | 2.27 50 | 1.61 291 | 6.04 322 | 0.14 59 | 6.02 85 | 2.88 113 | 1.35 59 | 2.11 73 | 0.30 19 | 0.36 18 | 6.84 163 | 0.83 75 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 227 | 0.02 16 | 0.02 34 |
|
| Monster-pub-eth3d |  | 1.75 72 | 0.75 53 | 3.64 78 | 2.27 50 | 1.62 294 | 6.02 319 | 0.14 59 | 6.02 85 | 2.87 109 | 1.35 59 | 2.11 73 | 0.30 19 | 0.36 18 | 6.59 148 | 0.83 75 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 273 | 0.02 16 | 0.02 34 |
|
| MonSter |  | 1.74 71 | 0.74 48 | 3.64 78 | 2.27 50 | 1.62 294 | 6.01 316 | 0.13 53 | 6.02 85 | 2.88 113 | 1.35 59 | 2.11 73 | 0.30 19 | 0.36 18 | 6.50 145 | 0.83 75 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 273 | 0.02 16 | 0.02 34 |
|
| 3.75w |  | 2.32 117 | 0.89 110 | 3.85 98 | 2.45 79 | 3.23 433 | 8.15 389 | 1.42 189 | 5.77 69 | 2.79 106 | 2.60 149 | 4.64 162 | 0.31 25 | 2.77 170 | 6.56 147 | 0.94 103 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.06 118 | 0.05 138 |
|
| 4w-stereo |  | 2.03 90 | 0.98 139 | 4.12 125 | 2.31 62 | 1.96 338 | 3.70 111 | 0.61 110 | 6.37 109 | 2.37 65 | 2.10 121 | 4.19 140 | 0.33 26 | 3.33 192 | 7.03 166 | 1.12 132 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 62 | 0.08 188 |
|
| 3.5w_stereo |  | 2.46 133 | 1.21 223 | 4.40 142 | 2.23 42 | 1.53 282 | 6.00 313 | 1.12 158 | 6.82 123 | 2.60 85 | 3.48 186 | 4.35 147 | 0.33 26 | 2.08 136 | 9.99 292 | 3.03 304 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 1 | 0.06 155 |
|
| Wavelet-MonSter |  | 1.61 63 | 0.84 89 | 4.03 112 | 2.47 82 | 2.55 385 | 2.93 63 | 0.03 20 | 4.71 26 | 1.40 20 | 1.96 109 | 4.34 145 | 0.34 28 | 0.83 58 | 4.87 103 | 0.90 95 | 0.00 1 | 0.03 159 | 0.02 317 | 0.00 1 | 0.02 16 | 0.03 72 |
|
| 2.25w |  | 2.37 121 | 0.87 103 | 4.69 157 | 2.52 89 | 1.76 312 | 3.53 104 | 0.41 88 | 6.10 93 | 2.56 77 | 3.93 206 | 6.70 223 | 0.35 29 | 2.47 160 | 8.53 223 | 2.97 297 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 16 | 0.02 34 |
|
| Monster-pub-mixall |  | 1.84 80 | 0.85 97 | 3.45 67 | 2.27 50 | 0.94 200 | 2.43 45 | 0.54 103 | 6.32 107 | 2.65 93 | 3.04 172 | 3.56 118 | 0.38 30 | 0.49 30 | 8.93 249 | 0.74 57 | 0.01 163 | 0.06 273 | 0.00 1 | 0.00 1 | 0.04 93 | 0.04 106 |
|
| LG-Stereo_L2 |  | 1.59 56 | 0.87 103 | 4.31 134 | 2.54 93 | 0.69 145 | 2.76 58 | 0.44 92 | 6.85 125 | 1.57 27 | 1.59 82 | 0.39 17 | 0.39 31 | 0.52 33 | 7.85 199 | 0.82 73 | 0.04 315 | 0.12 418 | 0.00 1 | 0.00 1 | 0.03 62 | 0.02 34 |
|
| FORCE_4.5 |  | 1.56 50 | 1.04 158 | 4.22 132 | 2.25 49 | 0.13 8 | 3.00 66 | 0.02 13 | 5.99 83 | 2.70 96 | 0.72 11 | 2.29 82 | 0.43 32 | 1.10 74 | 6.68 155 | 0.56 26 | 0.00 1 | 0.03 159 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 16 |
|
| 4.5_new |  | 1.82 78 | 0.79 69 | 3.44 64 | 2.35 70 | 1.84 320 | 5.69 288 | 1.28 172 | 5.59 57 | 2.60 85 | 3.74 194 | 3.37 112 | 0.43 32 | 0.97 64 | 3.16 40 | 0.98 109 | 0.01 163 | 0.01 52 | 0.00 1 | 0.00 1 | 0.07 143 | 0.16 296 |
|
| 4.5w-stereo |  | 1.83 79 | 0.79 69 | 3.45 67 | 2.35 70 | 1.84 320 | 5.69 288 | 1.29 175 | 5.59 57 | 2.60 85 | 3.75 195 | 3.37 112 | 0.43 32 | 0.97 64 | 3.16 40 | 0.98 109 | 0.01 163 | 0.01 52 | 0.00 1 | 0.00 1 | 0.07 143 | 0.16 296 |
|
| LACA1 |  | 1.12 12 | 0.73 45 | 2.61 8 | 1.25 3 | 0.59 121 | 2.50 47 | 0.45 94 | 4.45 20 | 0.93 5 | 1.64 87 | 0.22 10 | 0.47 35 | 1.78 120 | 4.39 85 | 0.36 3 | 0.00 1 | 0.03 159 | 0.00 1 | 0.00 1 | 0.02 16 | 0.02 34 |
|
| AdaDepth |  | 2.20 104 | 0.82 79 | 4.90 172 | 3.27 180 | 2.91 414 | 3.54 106 | 0.70 118 | 5.30 46 | 3.05 123 | 1.73 95 | 3.31 110 | 0.49 36 | 1.60 104 | 10.91 332 | 0.96 107 | 0.03 294 | 0.11 405 | 0.00 1 | 0.23 507 | 0.04 93 | 0.03 72 |
|
| LG-Stereo_L1 |  | 1.59 56 | 0.89 110 | 4.07 119 | 2.55 95 | 0.95 201 | 2.93 63 | 0.50 98 | 6.75 120 | 1.54 24 | 1.32 58 | 0.24 11 | 0.50 37 | 0.59 38 | 7.91 200 | 0.85 85 | 0.04 315 | 0.12 418 | 0.01 282 | 0.00 1 | 0.03 62 | 0.02 34 |
|
| asd |  | 2.06 92 | 0.78 64 | 3.85 98 | 2.45 79 | 2.18 358 | 3.99 126 | 0.35 85 | 6.94 127 | 2.60 85 | 2.99 169 | 2.79 100 | 0.52 38 | 2.27 148 | 8.33 216 | 0.93 101 | 0.02 253 | 0.01 52 | 0.00 1 | 0.00 1 | 0.07 143 | 0.11 227 |
|
| qwe |  | 2.30 112 | 0.82 79 | 3.76 93 | 2.60 103 | 2.75 402 | 4.59 171 | 0.28 80 | 6.62 116 | 2.90 115 | 4.62 226 | 4.62 161 | 0.55 39 | 0.89 60 | 8.78 239 | 2.09 232 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.07 143 | 0.14 266 |
|
| LACA2 |  | 1.22 17 | 1.14 196 | 4.34 137 | 1.32 4 | 0.20 15 | 3.03 69 | 0.14 59 | 5.79 72 | 1.12 9 | 1.06 37 | 0.67 32 | 0.56 40 | 0.80 54 | 3.67 60 | 0.44 8 | 0.00 1 | 0.03 159 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 16 |
|
| F5.5 |  | 1.39 29 | 0.94 126 | 2.94 22 | 2.20 37 | 0.19 13 | 4.50 159 | 0.03 20 | 5.51 53 | 2.47 71 | 1.30 56 | 1.45 58 | 0.58 41 | 1.75 116 | 3.54 55 | 0.40 5 | 0.00 1 | 0.04 186 | 0.00 1 | 0.00 1 | 0.02 16 | 0.00 1 |
|
| DEFOM-Stereo |  | 2.21 106 | 0.88 105 | 3.63 76 | 3.42 194 | 0.89 190 | 13.14 483 | 0.83 133 | 4.68 24 | 1.96 50 | 2.72 158 | 1.66 65 | 0.59 42 | 0.54 36 | 8.53 223 | 0.68 48 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 16 | 0.02 34 |
|
| aanet-new-14k |  | 2.92 167 | 0.98 139 | 7.97 360 | 3.81 241 | 0.32 42 | 4.39 152 | 1.76 270 | 10.49 239 | 9.76 311 | 2.98 168 | 4.82 175 | 0.62 43 | 6.72 370 | 2.51 19 | 1.21 146 | 0.00 1 | 0.02 116 | 0.01 282 | 0.00 1 | 0.08 161 | 0.03 72 |
|
| 3.25w_new |  | 2.24 110 | 0.88 105 | 3.97 108 | 2.28 57 | 1.34 262 | 6.00 313 | 1.19 164 | 6.56 113 | 3.26 133 | 3.90 202 | 3.77 126 | 0.62 43 | 2.46 158 | 7.46 185 | 0.99 111 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.06 118 | 0.06 155 |
|
| 3.25w |  | 2.24 110 | 0.88 105 | 3.97 108 | 2.28 57 | 1.34 262 | 6.01 316 | 1.19 164 | 6.56 113 | 3.26 133 | 3.90 202 | 3.77 126 | 0.62 43 | 2.46 158 | 7.44 182 | 0.99 111 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.06 118 | 0.06 155 |
|
| GCAP-Stereo-DPT-24K |  | 2.12 98 | 0.85 97 | 4.64 152 | 2.77 119 | 1.97 340 | 3.66 110 | 1.64 230 | 8.33 180 | 3.33 138 | 1.46 75 | 3.30 109 | 0.63 46 | 4.15 227 | 2.05 9 | 0.67 47 | 0.02 253 | 0.17 476 | 0.00 1 | 0.43 594 | 0.26 322 | 2.07 617 |
|
| asda |  | 1.95 89 | 0.81 74 | 4.14 127 | 2.66 109 | 1.93 337 | 3.30 89 | 0.86 136 | 5.92 79 | 3.10 124 | 2.41 138 | 3.10 104 | 0.63 46 | 2.99 179 | 5.57 119 | 1.48 164 | 0.02 253 | 0.01 52 | 0.00 1 | 0.00 1 | 0.07 143 | 0.07 173 |
|
| FORCE_4.6 |  | 1.53 46 | 0.95 127 | 4.19 129 | 2.22 41 | 0.12 6 | 4.82 206 | 0.09 38 | 6.16 97 | 2.77 102 | 0.51 3 | 2.51 87 | 0.64 48 | 1.68 113 | 3.41 46 | 0.46 12 | 0.00 1 | 0.03 159 | 0.00 1 | 0.00 1 | 0.02 16 | 0.01 16 |
|
| LACA3 |  | 1.38 27 | 0.90 119 | 2.71 10 | 1.21 2 | 0.85 182 | 2.34 42 | 1.64 230 | 4.58 23 | 1.22 11 | 1.13 40 | 0.63 31 | 0.64 48 | 0.61 41 | 8.78 239 | 0.31 2 | 0.01 163 | 0.01 52 | 0.00 1 | 0.00 1 | 0.03 62 | 0.00 1 |
|
| LGtest1 |  | 1.48 35 | 0.75 53 | 4.03 112 | 2.33 67 | 0.65 137 | 3.02 68 | 0.11 50 | 6.12 94 | 1.51 23 | 1.41 73 | 1.48 59 | 0.65 50 | 0.93 63 | 5.60 120 | 0.81 70 | 0.03 294 | 0.12 418 | 0.00 1 | 0.00 1 | 0.10 198 | 0.04 106 |
|
| Replicate-Monster |  | 2.63 142 | 3.33 567 | 11.97 525 | 2.38 74 | 1.08 217 | 3.13 76 | 0.44 92 | 6.76 121 | 4.42 168 | 3.79 196 | 1.30 53 | 0.66 51 | 1.15 80 | 8.78 239 | 0.48 16 | 0.01 163 | 0.08 341 | 0.00 1 | 0.00 1 | 0.26 322 | 2.68 634 |
|
| WQFJA1++ |  | 2.38 123 | 0.59 12 | 4.21 131 | 2.66 109 | 1.85 323 | 2.47 46 | 0.29 83 | 7.02 130 | 2.10 53 | 3.41 185 | 2.43 86 | 0.68 52 | 1.63 107 | 7.27 173 | 1.00 119 | 0.01 163 | 0.05 233 | 0.01 282 | 0.01 227 | 9.83 697 | 0.09 195 |
|
| DispViT+ |  | 2.39 124 | 0.66 34 | 3.18 42 | 1.32 4 | 5.13 557 | 2.80 60 | 0.09 38 | 12.73 288 | 6.26 226 | 1.59 82 | 1.01 43 | 0.71 53 | 1.06 72 | 9.26 264 | 1.35 156 | 0.62 573 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 62 | 0.02 34 |
|
| DEFOM-Stereo_RVC |  | 3.18 191 | 6.90 642 | 3.85 98 | 10.48 627 | 1.59 288 | 4.71 186 | 0.47 96 | 8.39 184 | 2.76 101 | 2.34 134 | 3.12 105 | 0.74 54 | 7.20 387 | 9.02 257 | 1.62 181 | 0.00 1 | 0.14 451 | 0.00 1 | 0.19 485 | 0.02 16 | 0.03 72 |
|
| F8.5 |  | 1.44 33 | 1.03 156 | 3.25 48 | 2.31 62 | 0.10 2 | 3.36 91 | 0.01 1 | 5.31 47 | 2.50 72 | 0.60 6 | 2.25 81 | 0.75 55 | 1.53 102 | 5.24 114 | 0.49 19 | 0.00 1 | 0.04 186 | 0.00 1 | 0.00 1 | 0.01 1 | 0.00 1 |
|
| FORCE_9 |  | 1.43 31 | 1.02 150 | 3.19 43 | 2.27 50 | 0.10 2 | 3.36 91 | 0.01 1 | 5.22 37 | 2.44 68 | 0.59 5 | 2.13 79 | 0.75 55 | 1.75 116 | 5.24 114 | 0.48 16 | 0.00 1 | 0.04 186 | 0.00 1 | 0.00 1 | 0.01 1 | 0.00 1 |
|
| F7 |  | 1.42 30 | 1.16 205 | 3.19 43 | 2.24 44 | 0.11 5 | 3.54 106 | 0.02 13 | 5.63 59 | 2.53 75 | 0.94 28 | 1.55 63 | 0.75 55 | 1.05 71 | 5.13 111 | 0.49 19 | 0.00 1 | 0.04 186 | 0.00 1 | 0.00 1 | 0.01 1 | 0.00 1 |
|
| U |  | 3.65 226 | 0.64 26 | 5.91 258 | 3.91 249 | 11.89 702 | 11.50 450 | 0.20 72 | 7.66 152 | 5.38 203 | 1.79 101 | 2.55 92 | 0.76 58 | 1.61 105 | 2.34 14 | 0.70 54 | 0.00 1 | 0.04 186 | 10.60 716 | 5.47 705 | 0.04 93 | 0.02 34 |
|
| IGEV-Stereo+ |  | 2.77 152 | 0.92 122 | 4.09 121 | 3.14 164 | 4.62 527 | 2.57 48 | 0.70 118 | 4.34 19 | 2.29 58 | 1.76 99 | 0.59 30 | 0.77 59 | 3.49 201 | 8.65 232 | 0.68 48 | 0.03 294 | 0.10 382 | 0.00 1 | 0.24 517 | 5.77 673 | 10.68 714 |
|
| FORCE_8 |  | 1.48 35 | 1.05 161 | 3.23 47 | 2.36 72 | 0.10 2 | 3.32 90 | 0.02 13 | 5.35 50 | 2.51 73 | 0.69 10 | 2.52 88 | 0.78 60 | 2.04 134 | 5.01 109 | 0.46 12 | 0.00 1 | 0.04 186 | 0.00 1 | 0.00 1 | 0.02 16 | 0.00 1 |
|
| FORCE_6 |  | 1.49 38 | 1.16 205 | 3.19 43 | 2.21 39 | 0.09 1 | 3.83 117 | 0.02 13 | 5.77 69 | 2.59 84 | 0.92 24 | 2.08 72 | 0.80 61 | 1.81 124 | 4.77 97 | 0.41 6 | 0.01 163 | 0.04 186 | 0.00 1 | 0.00 1 | 0.02 16 | 0.00 1 |
|
| MatchStereo |   | 1.70 69 | 0.88 105 | 3.85 98 | 2.11 28 | 0.14 10 | 2.35 43 | 0.33 84 | 5.87 75 | 4.80 178 | 0.90 20 | 4.35 147 | 0.81 62 | 1.32 87 | 4.93 105 | 1.30 151 | 0.01 163 | 0.05 233 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 16 |
| Tingman Yan, Tao Liu, Xilian Yang, Qunfei Zhao, Zeyang Xia: MatchAttention: Matching the Relative Positions for High-Resolution Cross-View Matching. Arxiv, 2025 |
| aanet-new-70k |  | 2.48 137 | 1.18 213 | 8.17 376 | 2.76 118 | 0.62 128 | 4.98 220 | 1.52 206 | 6.84 124 | 1.57 27 | 1.69 90 | 3.83 130 | 0.84 63 | 5.29 306 | 8.97 252 | 1.12 132 | 0.00 1 | 0.02 116 | 0.00 1 | 0.00 1 | 0.03 62 | 0.11 227 |
|
| LG-Stereo |  | 2.43 129 | 1.44 309 | 7.64 343 | 3.73 233 | 0.82 179 | 3.64 109 | 1.24 169 | 6.41 111 | 5.30 202 | 1.97 110 | 7.31 236 | 0.84 63 | 0.74 47 | 4.85 101 | 2.21 246 | 0.05 343 | 0.04 186 | 0.01 282 | 0.03 302 | 0.33 383 | 0.10 208 |
|
| test410 |  | 1.58 53 | 0.84 89 | 5.01 183 | 1.88 11 | 2.08 350 | 4.75 195 | 0.10 45 | 5.86 74 | 2.44 68 | 0.99 31 | 1.04 44 | 0.91 65 | 1.08 73 | 3.17 42 | 1.27 149 | 0.00 1 | 0.07 303 | 0.00 1 | 0.00 1 | 0.03 62 | 0.02 34 |
|
| aanet-new-90k |  | 2.42 128 | 1.26 244 | 9.16 439 | 2.92 139 | 1.53 282 | 3.13 76 | 1.43 191 | 6.60 115 | 1.73 37 | 0.84 17 | 3.32 111 | 0.91 65 | 5.09 296 | 9.29 266 | 0.80 67 | 0.00 1 | 0.05 233 | 0.00 1 | 0.00 1 | 0.05 110 | 0.25 382 |
|
| over-6 |  | 1.85 81 | 1.26 244 | 3.73 87 | 2.47 82 | 0.35 57 | 2.67 52 | 0.25 76 | 9.42 206 | 2.07 51 | 1.03 35 | 1.50 61 | 1.02 67 | 2.97 176 | 7.54 186 | 0.56 26 | 0.09 384 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 16 | 0.00 1 |
|
| aanet-new-78k |  | 2.47 135 | 1.27 247 | 10.18 489 | 3.08 159 | 0.28 30 | 2.19 37 | 1.35 184 | 6.66 118 | 1.44 21 | 1.58 81 | 4.08 136 | 1.02 67 | 6.47 359 | 8.61 226 | 0.83 75 | 0.00 1 | 0.04 186 | 0.00 1 | 0.00 1 | 0.03 62 | 0.22 357 |
|
| BridgeDepth_RVC |   | 1.46 34 | 0.72 42 | 2.76 12 | 1.47 6 | 0.75 167 | 4.05 131 | 0.01 1 | 5.97 80 | 1.58 31 | 1.29 54 | 1.19 51 | 1.02 67 | 2.98 178 | 3.52 52 | 0.87 91 | 0.79 596 | 0.08 341 | 0.12 467 | 0.05 356 | 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 |
| test410_97500 |  | 1.59 56 | 0.81 74 | 4.83 167 | 1.96 14 | 1.52 280 | 4.75 195 | 0.10 45 | 5.87 75 | 2.45 70 | 0.90 20 | 1.32 54 | 1.03 70 | 1.33 88 | 3.51 51 | 1.22 147 | 0.00 1 | 0.06 273 | 0.00 1 | 0.00 1 | 0.03 62 | 0.02 34 |
|
| GREAT-IGEV |   | 2.18 103 | 1.15 203 | 4.04 114 | 2.89 136 | 0.69 145 | 2.95 65 | 0.20 72 | 5.82 73 | 5.88 217 | 0.92 24 | 5.07 187 | 1.08 71 | 1.46 99 | 9.60 275 | 0.86 90 | 0.00 1 | 0.13 434 | 0.00 1 | 0.24 517 | 0.14 232 | 0.46 464 |
| Jiahao LI, Xinhong Chen, Zhengmin JIANG, Qian Zhou, Yung-Hui Li, Jianping Wang: Global Regulation and Excitation via Attention Tuning for Stereo Matching. ICCV2025 |
| UniTT-Stereo |  | 2.89 161 | 0.90 119 | 6.74 296 | 4.08 258 | 2.42 375 | 2.63 50 | 0.42 89 | 5.57 56 | 4.88 182 | 5.36 249 | 7.63 243 | 1.09 72 | 1.47 100 | 8.80 243 | 5.11 407 | 0.03 294 | 0.07 303 | 0.00 1 | 0.01 227 | 0.48 451 | 0.11 227 |
|
| aanet-new-40k |  | 2.30 112 | 1.29 254 | 8.15 372 | 2.62 104 | 2.23 361 | 5.47 258 | 1.80 279 | 6.79 122 | 1.59 32 | 1.14 41 | 4.71 165 | 1.12 73 | 5.55 314 | 2.35 15 | 0.85 85 | 0.00 1 | 0.06 273 | 0.02 317 | 0.04 326 | 0.04 93 | 0.18 315 |
|
| derf |  | 1.23 18 | 0.58 10 | 3.00 25 | 2.94 142 | 0.35 57 | 1.60 22 | 0.09 38 | 4.56 22 | 3.52 145 | 1.15 42 | 0.33 13 | 1.14 74 | 0.25 7 | 4.24 80 | 0.48 16 | 0.01 163 | 0.07 303 | 0.00 1 | 0.25 523 | 0.02 16 | 0.02 34 |
|
| FORCE_4 |  | 1.63 65 | 0.98 139 | 4.53 148 | 2.20 37 | 0.12 6 | 3.96 124 | 0.93 144 | 5.49 52 | 2.41 67 | 0.55 4 | 2.02 71 | 1.17 75 | 1.39 94 | 5.97 132 | 0.68 48 | 0.10 392 | 0.00 1 | 0.00 1 | 0.00 1 | 0.05 110 | 0.01 16 |
|
| BLMT-Stereo |  | 0.99 7 | 0.51 2 | 3.10 37 | 2.65 106 | 0.36 62 | 0.56 3 | 0.27 79 | 1.94 3 | 1.86 46 | 1.00 32 | 2.57 93 | 1.18 76 | 0.15 2 | 1.90 4 | 1.49 166 | 0.14 414 | 0.01 52 | 0.00 1 | 0.02 273 | 0.03 62 | 0.03 72 |
|
| GEAStereo |  | 1.94 85 | 0.95 127 | 3.61 74 | 3.84 244 | 0.64 132 | 4.39 152 | 1.50 199 | 8.01 163 | 2.33 61 | 2.24 127 | 2.61 95 | 1.19 77 | 2.25 143 | 3.50 48 | 1.15 138 | 0.01 163 | 0.06 273 | 0.05 373 | 0.00 1 | 0.22 283 | 0.14 266 |
|
| gasm-f |  | 2.39 124 | 0.96 135 | 3.77 94 | 3.84 244 | 0.50 102 | 4.50 159 | 2.54 357 | 8.01 163 | 2.33 61 | 2.24 127 | 5.92 212 | 1.19 77 | 4.05 222 | 6.12 137 | 1.31 153 | 0.01 163 | 0.06 273 | 0.05 373 | 0.00 1 | 0.25 311 | 0.14 266 |
|
| F4.4 |  | 1.60 60 | 1.01 147 | 4.04 114 | 2.15 31 | 0.13 8 | 3.90 120 | 0.03 20 | 5.98 82 | 2.37 65 | 0.93 27 | 1.69 67 | 1.22 79 | 2.85 173 | 4.89 104 | 0.81 70 | 0.01 163 | 0.04 186 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 16 |
|
| FAST (zero-shot) |  | 3.82 236 | 1.49 329 | 9.02 427 | 10.34 623 | 11.08 692 | 4.96 219 | 2.52 353 | 10.78 251 | 4.74 174 | 1.82 103 | 3.67 124 | 1.22 79 | 2.64 164 | 8.20 213 | 1.52 169 | 0.08 379 | 2.06 681 | 0.00 1 | 0.04 326 | 0.21 279 | 0.03 72 |
|
| FORCE_5 |  | 1.58 53 | 1.24 237 | 3.65 83 | 2.49 86 | 0.27 27 | 3.25 85 | 0.01 1 | 6.93 126 | 2.66 94 | 0.83 16 | 2.54 91 | 1.23 81 | 1.12 77 | 4.77 97 | 0.44 8 | 0.04 315 | 0.04 186 | 0.01 282 | 0.00 1 | 0.07 143 | 0.00 1 |
|
| LCMNet |  | 1.70 69 | 0.59 12 | 2.97 24 | 1.86 9 | 0.58 118 | 1.95 29 | 0.09 38 | 6.27 102 | 7.21 256 | 1.23 50 | 1.48 59 | 1.25 82 | 1.34 89 | 6.03 134 | 1.05 127 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 16 | 0.02 34 |
|
| over-9 |  | 1.69 66 | 1.39 291 | 3.63 76 | 2.94 142 | 0.33 53 | 3.77 114 | 0.02 13 | 5.32 49 | 1.78 41 | 1.29 54 | 0.98 39 | 1.27 83 | 2.62 163 | 7.78 196 | 0.66 45 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.04 93 | 0.00 1 |
|
| HiDET |  | 1.32 24 | 0.56 6 | 3.12 40 | 2.54 93 | 0.43 88 | 1.92 28 | 0.02 13 | 5.70 63 | 2.72 98 | 1.35 59 | 0.52 29 | 1.27 83 | 0.97 64 | 4.05 73 | 1.19 143 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 34 |
|
| aanet-new-8k |  | 2.87 160 | 1.08 173 | 5.00 182 | 3.55 211 | 0.36 62 | 5.96 309 | 1.77 274 | 9.42 206 | 4.81 179 | 2.01 118 | 3.89 132 | 1.30 85 | 6.79 378 | 9.92 288 | 1.42 161 | 0.01 163 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 161 | 0.04 106 |
|
| over v1 |  | 1.81 77 | 1.37 282 | 3.35 56 | 2.87 130 | 0.31 36 | 4.66 179 | 0.01 1 | 5.35 50 | 2.07 51 | 1.17 43 | 1.50 61 | 1.32 86 | 3.47 198 | 7.94 201 | 0.74 57 | 0.01 163 | 0.01 52 | 0.00 1 | 0.00 1 | 0.03 62 | 0.00 1 |
|
| over-8 |  | 1.69 66 | 1.25 240 | 3.48 69 | 3.07 157 | 0.32 42 | 4.01 127 | 0.01 1 | 5.22 37 | 1.74 38 | 1.21 48 | 1.34 55 | 1.34 87 | 2.51 161 | 7.71 191 | 0.57 29 | 0.01 163 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 62 | 0.00 1 |
|
| LG-G_1 |  | 2.14 99 | 0.64 26 | 4.04 114 | 3.18 168 | 0.37 66 | 11.00 442 | 0.60 108 | 6.27 102 | 1.55 25 | 1.28 52 | 1.15 49 | 1.34 87 | 2.14 138 | 8.08 207 | 0.99 111 | 0.04 315 | 0.12 418 | 0.00 1 | 0.00 1 | 0.06 118 | 0.03 72 |
|
| LG-G |  | 2.14 99 | 0.64 26 | 4.04 114 | 3.18 168 | 0.37 66 | 11.00 442 | 0.60 108 | 6.27 102 | 1.55 25 | 1.28 52 | 1.15 49 | 1.34 87 | 2.14 138 | 8.08 207 | 0.99 111 | 0.04 315 | 0.12 418 | 0.00 1 | 0.00 1 | 0.06 118 | 0.03 72 |
|
| MGA |  | 1.52 43 | 0.75 53 | 3.13 41 | 2.32 64 | 1.59 288 | 3.94 122 | 0.86 136 | 4.84 29 | 2.96 117 | 1.47 76 | 1.42 57 | 1.41 90 | 0.19 5 | 4.46 89 | 0.75 60 | 0.03 294 | 0.15 458 | 0.00 1 | 0.00 1 | 0.06 118 | 0.04 106 |
|
| TS12 |  | 2.64 143 | 0.78 64 | 3.08 36 | 2.06 24 | 0.32 42 | 6.38 338 | 0.20 72 | 8.17 172 | 4.25 162 | 2.93 164 | 10.46 289 | 1.46 91 | 3.07 180 | 7.82 197 | 1.77 195 | 0.01 163 | 0.01 52 | 0.00 1 | 0.00 1 | 0.04 93 | 0.02 34 |
|
| Pro-Stereo |  | 1.58 53 | 0.49 1 | 3.02 30 | 2.86 129 | 0.49 99 | 5.49 259 | 0.77 128 | 2.05 5 | 1.90 48 | 1.48 78 | 1.19 51 | 1.46 91 | 0.15 2 | 8.09 209 | 1.54 171 | 0.16 426 | 0.03 159 | 0.00 1 | 0.30 551 | 0.04 93 | 0.02 34 |
|
| Test_v1 |  | 1.60 60 | 0.76 59 | 3.26 49 | 2.18 34 | 1.25 241 | 2.17 36 | 0.16 65 | 7.01 129 | 3.12 125 | 1.44 74 | 2.91 102 | 1.49 93 | 1.02 69 | 4.48 92 | 0.68 48 | 0.01 163 | 0.04 186 | 0.00 1 | 0.00 1 | 0.03 62 | 0.04 106 |
|
| CSFM-Stereo |  | 1.49 38 | 0.59 12 | 3.11 38 | 2.47 82 | 0.31 36 | 3.07 71 | 0.15 63 | 6.28 106 | 2.36 64 | 2.48 142 | 1.08 46 | 1.50 94 | 1.10 74 | 4.29 83 | 0.89 94 | 0.02 253 | 0.02 116 | 0.00 1 | 0.00 1 | 0.02 16 | 0.03 72 |
|
| MLG-Stereo |  | 1.48 35 | 0.65 32 | 3.04 32 | 2.52 89 | 0.79 172 | 3.11 75 | 0.16 65 | 6.26 100 | 1.80 43 | 0.84 17 | 0.10 8 | 1.51 95 | 0.65 46 | 7.44 182 | 0.53 22 | 0.02 253 | 0.09 360 | 0.00 1 | 0.03 302 | 0.03 62 | 0.02 34 |
|
| MLG-Stereo_test1 |  | 1.51 42 | 0.65 32 | 3.00 25 | 2.47 82 | 2.46 379 | 2.84 61 | 0.16 65 | 5.64 60 | 1.77 40 | 0.98 30 | 0.09 4 | 1.53 96 | 0.52 33 | 7.44 182 | 0.56 26 | 0.02 253 | 0.09 360 | 0.00 1 | 0.03 302 | 0.03 62 | 0.02 34 |
|
| aanet-new-28k |  | 2.16 101 | 1.14 196 | 7.58 338 | 2.96 148 | 0.49 99 | 4.51 162 | 1.81 283 | 6.35 108 | 2.32 60 | 1.74 96 | 4.46 152 | 1.54 97 | 4.71 270 | 2.29 13 | 0.81 70 | 0.00 1 | 0.04 186 | 0.00 1 | 0.29 543 | 0.07 143 | 0.08 188 |
|
| aanet-new-22k |  | 2.41 126 | 1.25 240 | 5.47 225 | 3.25 176 | 0.40 73 | 4.44 156 | 2.00 311 | 8.36 182 | 5.01 186 | 1.72 94 | 4.75 167 | 1.55 98 | 4.99 288 | 3.65 59 | 1.01 122 | 0.00 1 | 0.07 303 | 0.01 282 | 0.03 302 | 0.09 174 | 0.10 208 |
|
| aanet-new-36k |  | 2.47 135 | 1.13 193 | 5.18 197 | 2.94 142 | 0.28 30 | 5.32 249 | 1.22 167 | 7.53 145 | 2.20 55 | 1.37 69 | 4.35 147 | 1.56 99 | 6.50 362 | 8.66 234 | 0.91 98 | 0.00 1 | 0.07 303 | 0.02 317 | 0.00 1 | 0.03 62 | 0.14 266 |
|
| LiteMatch* |   | 1.32 24 | 0.85 97 | 4.93 174 | 2.28 57 | 0.28 30 | 2.07 31 | 0.03 20 | 4.90 33 | 2.57 82 | 1.39 71 | 0.67 32 | 1.58 100 | 0.52 33 | 3.52 52 | 0.69 53 | 0.01 163 | 0.01 52 | 0.00 1 | 0.00 1 | 0.04 93 | 0.06 155 |
|
| GASTEREO |  | 3.18 191 | 1.99 476 | 5.13 190 | 4.28 285 | 0.70 147 | 5.59 270 | 1.49 198 | 8.66 192 | 4.94 185 | 5.17 245 | 6.84 228 | 1.58 100 | 7.14 384 | 7.72 192 | 1.38 159 | 0.00 1 | 0.02 116 | 0.00 1 | 0.64 620 | 0.08 161 | 0.23 368 |
|
| small-0shot |  | 1.30 23 | 0.80 73 | 3.44 64 | 1.62 7 | 0.88 187 | 1.41 16 | 1.95 307 | 3.34 14 | 1.24 13 | 1.25 51 | 4.13 137 | 1.63 102 | 0.34 15 | 3.17 42 | 0.76 64 | 0.02 253 | 0.01 52 | 0.00 1 | 0.00 1 | 0.02 16 | 0.02 34 |
|
| GREATEN-IGEV-FM_RVC |   | 1.90 84 | 1.45 311 | 5.03 184 | 2.56 97 | 0.79 172 | 4.83 207 | 0.59 107 | 5.97 80 | 4.88 182 | 2.41 138 | 0.38 15 | 1.65 103 | 0.82 57 | 4.47 91 | 1.84 203 | 0.00 1 | 0.00 1 | 0.00 1 | 0.07 392 | 0.12 216 | 0.11 227 |
|
| CAR |  | 1.55 49 | 0.76 59 | 3.35 56 | 2.32 64 | 1.32 253 | 3.23 82 | 0.68 114 | 5.27 41 | 2.97 118 | 2.35 135 | 0.87 37 | 1.67 104 | 0.35 16 | 4.80 100 | 0.84 83 | 0.03 294 | 0.16 469 | 0.00 1 | 0.00 1 | 0.06 118 | 0.04 106 |
|
| MSE-Stereo |  | 1.49 38 | 0.75 53 | 3.35 56 | 2.32 64 | 1.32 253 | 3.23 82 | 0.68 114 | 5.27 41 | 2.97 118 | 1.47 76 | 0.87 37 | 1.67 104 | 0.35 16 | 4.46 89 | 0.75 60 | 0.03 294 | 0.15 458 | 0.00 1 | 0.00 1 | 0.06 118 | 0.04 106 |
|
| DDF-Stereo |  | 3.17 189 | 1.08 173 | 4.40 142 | 4.63 315 | 4.02 484 | 3.40 96 | 1.51 203 | 5.27 41 | 1.78 41 | 0.85 19 | 2.57 93 | 1.68 106 | 4.63 263 | 8.01 204 | 2.80 288 | 0.27 485 | 0.13 434 | 0.00 1 | 0.14 453 | 16.19 722 | 0.09 195 |
|
| zero-FE |  | 3.01 175 | 1.06 163 | 4.57 149 | 4.18 270 | 4.04 485 | 3.24 84 | 1.51 203 | 6.17 98 | 1.87 47 | 1.00 32 | 2.52 88 | 1.72 107 | 4.92 282 | 6.19 139 | 2.77 284 | 0.27 485 | 0.10 382 | 0.00 1 | 0.05 356 | 13.94 716 | 0.09 195 |
|
| GCAP-Stereo-DPT26K |  | 2.09 94 | 1.04 158 | 5.75 251 | 2.56 97 | 0.65 137 | 2.75 56 | 1.75 264 | 8.35 181 | 1.65 34 | 2.30 133 | 3.44 116 | 1.73 108 | 3.12 182 | 5.03 110 | 1.14 137 | 0.00 1 | 0.00 1 | 0.00 1 | 0.26 529 | 0.09 174 | 0.11 227 |
|
| aanet-new-12k |  | 2.30 112 | 0.79 69 | 8.45 389 | 4.28 285 | 0.45 90 | 4.57 167 | 1.75 264 | 8.28 178 | 2.63 90 | 2.70 155 | 1.35 56 | 1.74 109 | 4.57 257 | 3.03 34 | 1.10 129 | 0.01 163 | 0.03 159 | 0.07 408 | 0.01 227 | 0.12 216 | 0.06 155 |
|
| S2M2_XL |  | 0.93 3 | 0.78 64 | 3.42 61 | 1.97 15 | 0.27 27 | 0.44 2 | 0.01 1 | 1.71 2 | 0.99 7 | 1.17 43 | 2.70 99 | 1.74 109 | 1.21 82 | 1.17 1 | 1.00 119 | 0.00 1 | 0.01 52 | 0.01 282 | 0.00 1 | 0.02 16 | 0.02 34 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| DepthFocus |  | 1.04 9 | 0.68 35 | 3.33 55 | 1.97 15 | 0.42 81 | 1.27 11 | 0.87 138 | 2.04 4 | 1.22 11 | 0.66 9 | 1.71 68 | 1.75 111 | 0.90 61 | 3.46 47 | 0.44 8 | 0.00 1 | 0.01 52 | 0.00 1 | 0.00 1 | 0.01 1 | 0.04 106 |
|
| MSCF |  | 3.01 175 | 1.87 455 | 5.23 200 | 3.98 252 | 0.70 147 | 5.42 255 | 1.48 194 | 8.59 185 | 4.59 173 | 5.05 242 | 6.40 219 | 1.76 112 | 7.07 382 | 5.69 123 | 1.36 158 | 0.00 1 | 0.02 116 | 0.00 1 | 0.63 619 | 0.16 251 | 0.24 375 |
|
| SGD-Stereo |  | 1.88 83 | 0.76 59 | 3.80 95 | 2.37 73 | 0.33 53 | 3.48 99 | 0.93 144 | 6.52 112 | 2.22 57 | 3.84 199 | 1.08 46 | 1.78 113 | 1.34 89 | 8.32 215 | 0.70 54 | 0.09 384 | 0.01 52 | 0.00 1 | 0.00 1 | 0.06 118 | 0.03 72 |
|
| gcap-zeroshot |  | 2.89 161 | 0.89 110 | 5.46 222 | 2.84 125 | 4.48 516 | 4.56 164 | 1.32 179 | 8.66 192 | 7.60 265 | 5.67 253 | 10.03 276 | 1.78 113 | 0.45 28 | 2.69 24 | 1.04 124 | 0.00 1 | 0.07 303 | 0.00 1 | 0.06 379 | 0.10 198 | 0.04 106 |
|
| testlalala |  | 2.89 161 | 0.89 110 | 5.46 222 | 2.84 125 | 4.48 516 | 4.56 164 | 1.32 179 | 8.66 192 | 7.60 265 | 5.67 253 | 10.03 276 | 1.78 113 | 0.45 28 | 2.69 24 | 1.04 124 | 0.00 1 | 0.07 303 | 0.00 1 | 0.06 379 | 0.10 198 | 0.04 106 |
|
| CES |  | 3.85 238 | 1.14 196 | 2.91 20 | 3.05 156 | 11.37 696 | 5.37 253 | 1.02 152 | 9.52 212 | 8.82 295 | 3.50 188 | 9.21 264 | 1.78 113 | 0.90 61 | 6.53 146 | 2.37 255 | 0.02 253 | 0.04 186 | 0.01 282 | 0.00 1 | 1.62 592 | 7.74 699 |
|
| LACA_dic |  | 1.15 14 | 0.73 45 | 2.51 4 | 2.24 44 | 0.31 36 | 1.89 27 | 0.06 31 | 3.15 13 | 1.02 8 | 1.64 87 | 0.20 9 | 1.79 117 | 1.58 103 | 5.41 117 | 0.42 7 | 0.04 315 | 0.03 159 | 0.00 1 | 0.00 1 | 0.01 1 | 0.00 1 |
|
| LGCAT |  | 1.26 19 | 0.62 18 | 2.91 20 | 2.64 105 | 0.31 36 | 1.47 18 | 0.01 1 | 2.88 10 | 1.65 34 | 1.31 57 | 0.45 20 | 1.79 117 | 1.38 93 | 5.91 131 | 0.85 85 | 0.10 392 | 0.42 591 | 0.00 1 | 0.00 1 | 0.01 1 | 0.44 457 |
|
| GCAP-Stereo-DPT-3K |  | 3.15 188 | 0.89 110 | 5.41 216 | 2.73 114 | 4.54 524 | 4.68 182 | 1.28 172 | 9.18 205 | 9.89 314 | 5.93 258 | 11.97 315 | 1.79 117 | 0.42 27 | 3.06 35 | 0.85 85 | 0.00 1 | 0.07 303 | 0.00 1 | 0.07 392 | 0.09 174 | 0.04 106 |
|
| NLSM3 |  | 3.19 193 | 0.86 100 | 3.90 103 | 3.11 162 | 4.00 483 | 3.18 78 | 0.55 104 | 13.79 325 | 8.23 282 | 3.39 184 | 6.88 230 | 1.79 117 | 3.97 218 | 7.12 171 | 3.01 300 | 0.01 163 | 0.00 1 | 0.05 373 | 0.00 1 | 0.03 62 | 0.01 16 |
|
| GCAP-Stereo-DPT-5K |  | 3.02 177 | 0.89 110 | 5.34 209 | 2.90 137 | 4.48 516 | 4.69 183 | 1.34 182 | 8.59 185 | 8.81 293 | 5.94 260 | 10.70 295 | 1.84 121 | 0.51 31 | 2.94 29 | 1.12 132 | 0.00 1 | 0.07 303 | 0.00 1 | 0.04 326 | 0.09 174 | 0.04 106 |
|
| test_for_model |  | 3.02 177 | 0.89 110 | 5.34 209 | 2.90 137 | 4.48 516 | 4.69 183 | 1.34 182 | 8.59 185 | 8.81 293 | 5.94 260 | 10.70 295 | 1.84 121 | 0.51 31 | 2.94 29 | 1.12 132 | 0.00 1 | 0.07 303 | 0.00 1 | 0.04 326 | 0.09 174 | 0.04 106 |
|
| GSStereo |  | 2.16 101 | 0.95 127 | 3.61 74 | 4.08 258 | 0.64 132 | 4.39 152 | 1.50 199 | 8.60 188 | 4.56 170 | 2.71 156 | 2.61 95 | 1.86 123 | 2.25 143 | 3.50 48 | 1.15 138 | 0.00 1 | 0.07 303 | 0.00 1 | 0.39 582 | 0.22 283 | 0.15 287 |
|
| GS-Stereo |  | | | | | | | 1.50 199 | 8.60 188 | 4.56 170 | 2.71 156 | 2.61 95 | 1.86 123 | 2.25 143 | 3.50 48 | 1.15 138 | 0.00 1 | 0.07 303 | 0.00 1 | 0.39 582 | 0.22 283 | 0.15 287 |
|
| fffft |  | 2.58 140 | 0.86 100 | 5.15 194 | 3.15 165 | 1.32 253 | 4.44 156 | 4.17 432 | 8.04 166 | 3.29 136 | 3.03 171 | 2.20 80 | 1.88 125 | 1.45 98 | 10.41 303 | 1.80 197 | 0.00 1 | 0.04 186 | 0.00 1 | 0.00 1 | 0.31 365 | 0.10 208 |
| 1: 1. 1 |
| dual_stereo |  | 1.57 51 | 0.64 26 | 2.56 5 | 2.33 67 | 0.47 92 | 2.62 49 | 0.08 35 | 4.85 30 | 1.95 49 | 1.01 34 | 0.69 35 | 1.90 126 | 0.61 41 | 10.34 300 | 0.96 107 | 0.01 163 | 0.20 499 | 0.00 1 | 0.18 472 | 0.01 1 | 0.03 72 |
|
| CAS |  | 5.20 293 | 0.78 64 | 3.30 52 | 17.06 693 | 7.59 650 | 8.07 388 | 6.31 507 | 9.46 211 | 9.09 299 | 4.57 225 | 10.67 293 | 1.91 127 | 1.22 83 | 4.18 79 | 2.16 242 | 10.33 719 | 0.02 116 | 0.00 1 | 0.02 273 | 0.44 432 | 6.83 686 |
|
| DF_test |  | 1.16 16 | 0.75 53 | 2.75 11 | 2.67 111 | 1.02 204 | 1.32 15 | 0.02 13 | 2.28 8 | 2.21 56 | 0.82 15 | 0.99 40 | 1.98 128 | 0.78 50 | 3.72 63 | 0.39 4 | 0.08 379 | 0.04 186 | 0.00 1 | 0.00 1 | 1.25 576 | 0.14 266 |
|
| BridgeDepth |   | 1.59 56 | 0.74 48 | 2.65 9 | 1.86 9 | 0.15 12 | 6.66 350 | 0.05 28 | 5.75 65 | 2.52 74 | 1.38 70 | 0.38 15 | 1.98 128 | 2.79 171 | 4.44 88 | 0.44 8 | 0.00 1 | 0.02 116 | 0.00 1 | 0.00 1 | 0.02 16 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| CAS++ |  | 4.07 252 | 1.67 402 | 6.02 265 | 4.17 266 | 1.02 204 | 4.26 144 | 1.68 237 | 19.10 433 | 10.01 316 | 9.18 311 | 9.17 262 | 1.98 128 | 1.41 96 | 9.54 272 | 1.73 191 | 0.02 253 | 0.05 233 | 0.00 1 | 0.00 1 | 0.32 375 | 0.11 227 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| MLG-Stereo_test3 |  | 1.57 51 | 0.69 38 | 3.82 97 | 2.19 36 | 1.34 262 | 3.92 121 | 0.25 76 | 5.89 78 | 1.27 17 | 0.91 23 | 1.07 45 | 1.99 131 | 0.64 45 | 6.09 136 | 1.10 129 | 0.03 294 | 0.09 360 | 0.00 1 | 0.00 1 | 0.05 110 | 0.04 106 |
|
| depth_test_26 |  | 1.49 38 | 0.71 41 | 3.27 50 | 2.28 57 | 0.49 99 | 1.24 10 | 0.09 38 | 3.12 12 | 2.29 58 | 0.41 2 | 7.44 241 | 2.01 132 | 1.14 78 | 4.48 92 | 0.61 40 | 0.01 163 | 0.05 233 | 0.00 1 | 0.03 302 | 0.03 62 | 0.12 238 |
|
| IGEV-Stereo++ |  | 2.20 104 | 0.79 69 | 3.67 85 | 3.72 232 | 3.17 428 | 3.39 94 | 0.10 45 | 8.37 183 | 3.77 150 | 2.11 122 | 4.25 143 | 2.01 132 | 4.78 277 | 2.96 31 | 0.59 34 | 0.01 163 | 0.02 116 | 0.08 419 | 0.00 1 | 0.06 118 | 0.05 138 |
|
| LG-Stereo_Zeroshot |  | 2.77 152 | 0.90 119 | 5.49 227 | 4.91 336 | 1.75 311 | 3.75 113 | 0.85 135 | 7.14 133 | 3.33 138 | 3.51 189 | 10.67 293 | 2.03 134 | 5.26 305 | 3.11 38 | 1.80 197 | 0.00 1 | 0.06 273 | 0.00 1 | 0.19 485 | 0.43 428 | 0.19 332 |
|
| VeloStereo |  | 0.98 6 | 0.69 38 | 3.01 27 | 2.02 21 | 0.36 62 | 1.52 20 | 0.04 25 | 2.25 6 | 1.26 15 | 0.80 13 | 0.46 22 | 2.04 135 | 0.99 67 | 3.52 52 | 0.57 29 | 0.00 1 | 0.03 159 | 0.00 1 | 0.01 227 | 0.03 62 | 0.04 106 |
|
| flow |  | 1.07 11 | 0.69 38 | 3.01 27 | 2.02 21 | 0.36 62 | 1.52 20 | 0.04 25 | 2.25 6 | 1.26 15 | 0.80 13 | 0.46 22 | 2.04 135 | 0.99 67 | 5.35 116 | 0.57 29 | 0.00 1 | 0.03 159 | 0.00 1 | 0.01 227 | 0.03 62 | 0.04 106 |
|
| Former-RAFT_DAM_RVC |  | 4.69 273 | 2.56 536 | 8.72 406 | 4.26 282 | 3.52 452 | 9.22 405 | 1.48 194 | 13.54 311 | 18.88 449 | 7.47 286 | 7.08 234 | 2.04 135 | 2.24 142 | 9.66 277 | 2.27 250 | 0.05 343 | 0.02 116 | 0.07 408 | 0.00 1 | 0.53 477 | 0.21 349 |
|
| gcap_with_dpt |  | 2.78 154 | 0.83 83 | 5.55 235 | 3.02 154 | 4.35 510 | 5.14 238 | 1.31 176 | 7.11 132 | 4.14 159 | 5.93 258 | 11.93 314 | 2.05 138 | 0.57 37 | 2.55 20 | 0.80 67 | 0.00 1 | 0.08 341 | 0.01 282 | 0.09 417 | 0.11 210 | 0.05 138 |
|
| GeoVLM |  | 1.29 22 | 0.62 18 | 2.88 15 | 2.04 23 | 0.32 42 | 2.13 32 | 0.01 1 | 4.81 27 | 2.57 82 | 1.67 89 | 0.50 28 | 2.09 139 | 1.29 86 | 3.91 69 | 0.85 85 | 0.01 163 | 0.02 116 | 0.00 1 | 0.00 1 | 0.02 16 | 0.02 34 |
|
| mm2 |  | 1.15 14 | 0.62 18 | 2.88 15 | 1.99 18 | 0.33 53 | 1.31 12 | 0.01 1 | 4.81 27 | 2.56 77 | 1.17 43 | 0.47 24 | 2.11 140 | 0.28 10 | 3.83 66 | 0.54 23 | 0.01 163 | 0.02 116 | 0.00 1 | 0.00 1 | 0.02 16 | 0.02 34 |
|
| mm1 |  | 1.12 12 | 0.62 18 | 2.88 15 | 1.99 18 | 0.33 53 | 1.31 12 | 0.01 1 | 4.21 17 | 2.56 77 | 1.17 43 | 0.47 24 | 2.11 140 | 0.28 10 | 3.83 66 | 0.54 23 | 0.01 163 | 0.02 116 | 0.00 1 | 0.00 1 | 0.02 16 | 0.02 34 |
|
| GREATEN-IGEV_RVC |   | 1.78 76 | 1.12 190 | 4.60 151 | 2.29 61 | 0.65 137 | 3.08 72 | 0.74 124 | 6.01 84 | 3.02 121 | 2.15 123 | 1.00 41 | 2.13 142 | 0.37 24 | 6.80 162 | 1.47 163 | 0.00 1 | 0.00 1 | 0.03 337 | 0.00 1 | 0.03 62 | 0.08 188 |
|
| LiteMatch |  | 2.05 91 | 1.75 428 | 2.89 19 | 3.57 218 | 0.63 130 | 2.13 32 | 1.54 211 | 4.85 30 | 2.56 77 | 1.63 85 | 0.47 24 | 2.13 142 | 4.42 238 | 3.83 66 | 7.98 485 | 0.00 1 | 0.04 186 | 0.00 1 | 0.00 1 | 0.29 344 | 0.31 413 |
|
| aanet-32k-new |  | 2.45 130 | 1.49 329 | 5.53 231 | 2.99 151 | 1.32 253 | 5.09 235 | 1.83 286 | 5.66 62 | 1.61 33 | 1.21 48 | 4.15 138 | 2.17 144 | 6.08 339 | 8.40 217 | 1.04 124 | 0.01 163 | 0.07 303 | 0.00 1 | 0.00 1 | 0.10 198 | 0.21 349 |
|
| MonSter++ |  | 1.28 21 | 0.63 23 | 2.88 15 | 2.00 20 | 0.32 42 | 2.14 35 | 0.01 1 | 4.86 32 | 2.56 77 | 1.63 85 | 0.45 20 | 2.17 144 | 1.25 84 | 3.81 64 | 0.84 83 | 0.01 163 | 0.02 116 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 34 |
|
| GCAP-Stereo-DPT-2K |  | 3.06 180 | 0.86 100 | 5.37 213 | 2.84 125 | 4.43 514 | 4.03 129 | 1.27 171 | 7.50 144 | 7.27 261 | 6.46 269 | 12.28 320 | 2.19 146 | 0.60 39 | 4.86 102 | 0.90 95 | 0.00 1 | 0.07 303 | 0.00 1 | 0.08 401 | 0.09 174 | 0.05 138 |
|
| aanet-new-24k |  | 2.30 112 | 1.22 225 | 5.12 189 | 2.70 113 | 1.53 282 | 5.69 288 | 1.70 242 | 6.27 102 | 1.48 22 | 2.45 141 | 5.91 211 | 2.25 147 | 4.48 248 | 3.69 61 | 1.10 129 | 0.00 1 | 0.03 159 | 0.01 282 | 0.25 523 | 0.11 210 | 0.02 34 |
|
| GCAP-Stereo-cres-4k |  | 2.74 150 | 1.02 150 | 5.23 200 | 4.54 307 | 2.61 389 | 9.27 407 | 1.75 264 | 7.23 137 | 3.64 147 | 1.98 112 | 5.02 183 | 2.28 148 | 5.13 297 | 3.57 57 | 1.16 142 | 0.00 1 | 0.13 434 | 0.00 1 | 0.02 273 | 0.05 110 | 0.13 255 |
|
| 111111 |  | 2.45 130 | 1.01 147 | 3.89 102 | 3.60 221 | 4.13 490 | 3.49 102 | 0.23 75 | 8.63 191 | 3.25 130 | 2.15 123 | 4.26 144 | 2.29 149 | 2.03 132 | 8.86 247 | 0.94 103 | 0.01 163 | 0.02 116 | 0.08 419 | 0.00 1 | 0.14 232 | 0.04 106 |
|
| aanet-new |  | 3.09 184 | 1.23 230 | 5.57 240 | 4.01 254 | 2.64 394 | 10.34 419 | 1.80 279 | 7.22 136 | 1.74 38 | 1.88 106 | 5.05 186 | 2.33 150 | 7.68 394 | 9.12 259 | 0.99 111 | 0.01 163 | 0.07 303 | 0.00 1 | 0.00 1 | 0.05 110 | 0.05 138 |
|
| PSi22a |  | 0.94 4 | 0.55 5 | 2.07 1 | 2.13 29 | 0.25 18 | 1.14 7 | 0.09 38 | 4.93 34 | 0.89 2 | 0.74 12 | 0.08 2 | 2.33 150 | 1.03 70 | 1.87 3 | 0.49 19 | 0.01 163 | 0.05 233 | 0.00 1 | 0.00 1 | 0.03 62 | 0.03 72 |
|
| VIP-Stereo |  | 3.13 186 | 1.39 291 | 4.85 168 | 3.02 154 | 4.34 508 | 15.03 524 | 1.76 270 | 5.70 63 | 3.66 148 | 1.87 105 | 5.38 192 | 2.42 152 | 1.84 127 | 9.45 269 | 1.65 185 | 0.00 1 | 0.08 341 | 0.00 1 | 0.00 1 | 0.06 118 | 0.13 255 |
|
| aanet-new-34k |  | 2.22 108 | 1.33 269 | 6.99 312 | 2.55 95 | 0.37 66 | 2.69 53 | 1.58 218 | 8.25 176 | 2.14 54 | 1.11 39 | 5.28 191 | 2.45 153 | 6.42 357 | 2.04 8 | 0.80 67 | 0.00 1 | 0.08 341 | 0.03 337 | 0.02 273 | 0.07 143 | 0.20 337 |
|
| PointNet |  | 1.43 31 | 0.63 23 | 3.11 38 | 2.08 26 | 0.29 34 | 2.64 51 | 0.19 71 | 5.26 40 | 3.30 137 | 1.94 108 | 0.68 34 | 2.46 154 | 0.28 10 | 4.68 96 | 0.83 75 | 0.01 163 | 0.09 360 | 0.00 1 | 0.02 273 | 0.02 16 | 0.03 72 |
|
| IGEV-BASED-STEREO- |  | 7.61 423 | 27.25 728 | 41.87 698 | 2.73 114 | 0.41 76 | 4.25 143 | 1.50 199 | 6.63 117 | 3.87 154 | 4.31 215 | 3.78 128 | 2.48 155 | 1.39 94 | 5.67 121 | 1.56 174 | 25.09 738 | 0.05 233 | 0.01 282 | 0.08 401 | 4.67 660 | 14.58 723 |
|
| BStereo |   | 3.05 179 | 1.51 338 | 15.51 586 | 2.95 145 | 1.03 206 | 5.97 310 | 3.41 399 | 6.02 85 | 5.56 211 | 2.75 160 | 1.76 69 | 2.49 156 | 0.78 50 | 7.72 192 | 3.07 309 | 0.01 163 | 0.03 159 | 0.04 362 | 0.09 417 | 0.09 174 | 0.17 305 |
|
| Anonymus123 |  | 3.68 228 | 1.51 338 | 15.51 586 | 2.95 145 | 1.03 206 | 12.63 473 | 3.41 399 | 11.91 263 | 5.56 211 | 2.75 160 | 1.76 69 | 2.49 156 | 0.78 50 | 7.72 192 | 3.07 309 | 0.01 163 | 0.03 159 | 0.04 362 | 0.09 417 | 0.09 174 | 0.17 305 |
|
| GCAP-Stereo-DPT-25K |  | 2.45 130 | 0.84 89 | 4.09 121 | 2.41 77 | 1.89 331 | 3.98 125 | 1.61 225 | 11.16 255 | 5.53 210 | 2.00 116 | 4.92 179 | 2.56 158 | 3.54 203 | 2.27 12 | 0.68 48 | 0.02 253 | 0.17 476 | 0.00 1 | 0.43 594 | 0.12 216 | 0.81 530 |
|
| anonymous |  | 1.69 66 | 1.18 213 | 3.53 71 | 2.59 101 | 0.64 132 | 0.79 4 | 1.14 161 | 2.34 9 | 2.34 63 | 3.20 177 | 6.92 231 | 2.58 159 | 0.61 41 | 4.97 107 | 0.88 93 | 0.02 253 | 0.01 52 | 0.00 1 | 0.00 1 | 0.03 62 | 0.06 155 |
|
| aanet-new-16k |  | 2.22 108 | 1.02 150 | 5.90 257 | 3.73 233 | 0.42 81 | 3.84 118 | 1.65 232 | 7.64 151 | 2.53 75 | 1.54 80 | 4.47 153 | 2.61 160 | 4.68 264 | 2.97 32 | 1.19 143 | 0.00 1 | 0.04 186 | 0.00 1 | 0.03 302 | 0.07 143 | 0.10 208 |
|
| FoundationStereo |  | 1.26 19 | 0.73 45 | 2.84 14 | 2.65 106 | 0.58 118 | 2.31 39 | 0.61 110 | 3.40 15 | 1.57 27 | 1.89 107 | 0.09 4 | 2.61 160 | 2.90 175 | 2.37 17 | 0.60 36 | 0.04 315 | 0.04 186 | 0.00 1 | 0.00 1 | 0.02 16 | 0.03 72 |
|
| MoCha-V2 |  | 3.20 194 | 0.92 122 | 4.82 166 | 5.09 349 | 0.40 73 | 4.63 176 | 1.37 186 | 9.81 222 | 5.41 205 | 5.58 251 | 5.26 190 | 2.63 162 | 6.48 360 | 9.90 287 | 1.15 138 | 0.02 253 | 0.24 536 | 0.00 1 | 0.25 523 | 0.07 143 | 0.04 106 |
|
| aanet-new-60k |  | 2.64 143 | 1.31 262 | 9.62 458 | 2.69 112 | 0.91 195 | 6.94 361 | 1.66 233 | 6.67 119 | 1.57 27 | 1.53 79 | 3.90 133 | 2.64 163 | 3.38 194 | 8.81 244 | 0.90 95 | 0.00 1 | 0.07 303 | 0.01 282 | 0.01 227 | 0.04 93 | 0.20 337 |
|
| testmc14 |  | 1.36 26 | 0.57 7 | 3.06 33 | 2.59 101 | 0.35 57 | 3.43 97 | 0.73 122 | 3.49 16 | 1.80 43 | 1.39 71 | 2.52 88 | 2.65 164 | 1.41 96 | 2.18 10 | 0.93 101 | 0.00 1 | 0.02 116 | 0.00 1 | 0.02 273 | 0.03 62 | 0.10 208 |
|
| aanet-new-32k |  | 2.32 117 | 1.33 269 | 5.55 235 | 2.88 132 | 1.83 318 | 5.87 304 | 1.73 257 | 7.45 142 | 1.37 18 | 1.71 92 | 4.22 141 | 2.66 165 | 6.13 341 | 2.81 27 | 0.64 41 | 0.00 1 | 0.12 418 | 0.00 1 | 0.00 1 | 0.08 161 | 0.09 195 |
|
| aanet-new-30k |  | 2.32 117 | 1.33 269 | 5.55 235 | 2.88 132 | 1.83 318 | 5.87 304 | 1.73 257 | 7.45 142 | 1.37 18 | 1.71 92 | 4.22 141 | 2.66 165 | 6.13 341 | 2.81 27 | 0.64 41 | 0.00 1 | 0.12 418 | 0.00 1 | 0.00 1 | 0.08 161 | 0.09 195 |
|
| DNSM |  | 10.24 524 | 13.15 685 | 3.65 83 | 3.15 165 | 1.21 237 | 4.01 127 | 1.52 206 | 9.58 213 | 4.09 157 | 3.14 174 | 3.64 123 | 2.67 167 | 4.96 285 | 29.52 674 | 33.91 700 | 0.09 384 | 3.30 705 | 0.00 1 | 0.29 543 | 41.94 745 | 41.00 751 |
|
| aanet-new-10k |  | 2.69 146 | 1.23 230 | 9.26 441 | 4.00 253 | 0.52 108 | 8.39 394 | 1.89 297 | 7.92 160 | 1.69 36 | 2.89 163 | 2.99 103 | 2.76 168 | 5.48 311 | 3.07 36 | 1.35 156 | 0.00 1 | 0.11 405 | 0.05 373 | 0.04 326 | 0.09 174 | 0.04 106 |
|
| SMoEStereo_RVC |  | 2.81 157 | 1.07 170 | 5.08 187 | 3.86 248 | 0.60 125 | 6.39 339 | 1.91 299 | 7.82 157 | 3.79 151 | 3.87 201 | 3.69 125 | 2.78 169 | 2.25 143 | 10.60 310 | 1.99 220 | 0.00 1 | 0.02 116 | 0.03 337 | 0.00 1 | 0.25 311 | 0.17 305 |
|
| Foundation-i32 |  | 0.97 5 | 0.54 3 | 2.57 6 | 2.24 44 | 0.21 17 | 1.31 12 | 0.09 38 | 4.21 17 | 0.95 6 | 1.20 47 | 0.42 18 | 2.79 170 | 0.29 13 | 1.78 2 | 0.54 23 | 0.02 253 | 0.08 341 | 0.03 337 | 0.00 1 | 0.03 62 | 0.03 72 |
|
| GCAP-Stereo-DPT-36K |  | 4.05 251 | 10.05 664 | 27.86 661 | 2.06 24 | 3.89 471 | 3.82 116 | 1.73 257 | 8.20 173 | 3.20 126 | 2.36 136 | 4.75 167 | 2.89 171 | 2.70 166 | 4.26 82 | 0.58 33 | 0.04 315 | 0.14 451 | 0.00 1 | 0.44 598 | 0.47 448 | 1.52 594 |
|
| plain |  | 4.15 253 | 1.67 402 | 9.97 479 | 4.86 331 | 2.97 420 | 3.27 86 | 1.41 187 | 8.20 173 | 5.51 209 | 3.37 182 | 16.69 370 | 3.03 172 | 2.71 167 | 14.44 501 | 3.91 359 | 0.14 414 | 0.00 1 | 0.03 337 | 0.01 227 | 0.69 519 | 0.14 266 |
|
| GCAP-Stereo-DPT-50K |  | 4.15 253 | 9.32 655 | 33.97 681 | 2.49 86 | 3.65 458 | 2.87 62 | 1.51 203 | 8.07 168 | 2.71 97 | 2.04 119 | 4.75 167 | 3.05 173 | 3.21 184 | 2.20 11 | 0.66 45 | 0.03 294 | 0.19 493 | 0.00 1 | 0.41 586 | 0.75 535 | 1.05 562 |
|
| mms |  | 2.86 159 | 1.38 288 | 5.26 202 | 3.68 227 | 1.84 320 | 4.23 142 | 4.01 424 | 8.01 163 | 4.29 163 | 2.43 140 | 5.53 206 | 3.05 173 | 1.35 91 | 9.22 261 | 2.06 228 | 0.00 1 | 0.06 273 | 0.00 1 | 0.00 1 | 0.36 396 | 0.44 457 |
|
| qqai |  | 1.38 27 | 0.60 15 | 3.39 60 | 2.92 139 | 0.35 57 | 1.60 22 | 0.11 50 | 5.17 36 | 3.33 138 | 1.10 38 | 0.34 14 | 3.06 175 | 0.27 8 | 4.38 84 | 0.57 29 | 0.02 253 | 0.06 273 | 0.00 1 | 0.28 539 | 0.02 16 | 0.03 72 |
|
| MyStereo07 |  | 4.38 259 | 1.92 465 | 5.06 186 | 6.09 451 | 4.31 504 | 6.54 346 | 9.96 593 | 15.35 352 | 5.15 197 | 4.34 218 | 5.65 207 | 3.15 176 | 5.77 325 | 11.33 359 | 1.81 199 | 0.06 364 | 0.10 382 | 0.03 337 | 0.04 326 | 0.63 508 | 0.30 405 |
|
| test_xeample3 |  | 3.34 204 | 1.54 349 | 7.67 344 | 3.33 187 | 0.68 141 | 5.74 291 | 1.63 228 | 12.05 266 | 3.88 155 | 6.71 270 | 3.81 129 | 3.17 177 | 3.34 193 | 10.59 309 | 2.07 229 | 0.00 1 | 0.02 116 | 0.00 1 | 0.27 536 | 0.13 225 | 0.16 296 |
|
| MLG-Stereo_test2 |  | 1.52 43 | 0.64 26 | 2.81 13 | 2.52 89 | 1.79 317 | 2.76 58 | 0.16 65 | 4.70 25 | 1.80 43 | 1.75 97 | 0.08 2 | 3.21 178 | 0.17 4 | 7.28 174 | 0.64 41 | 0.02 253 | 0.11 405 | 0.00 1 | 0.00 1 | 0.04 93 | 0.03 72 |
|
| PSi22b |  | 1.02 8 | 0.57 7 | 2.28 2 | 2.14 30 | 0.25 18 | 1.23 9 | 0.13 53 | 5.00 35 | 0.90 3 | 0.64 7 | 0.09 4 | 3.29 179 | 0.60 39 | 2.65 22 | 0.46 12 | 0.03 294 | 0.11 405 | 0.00 1 | 0.00 1 | 0.03 62 | 0.03 72 |
|
| GELT-Stereo |  | 2.97 171 | 1.18 213 | 4.44 144 | 3.22 174 | 4.16 492 | 2.32 41 | 0.91 142 | 16.08 373 | 5.64 213 | 5.33 248 | 2.41 85 | 3.34 180 | 2.85 173 | 5.84 128 | 1.67 186 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.04 93 | 0.05 138 |
|
| PipStereo |  | 1.06 10 | 0.57 7 | 2.29 3 | 2.16 32 | 0.26 21 | 1.22 8 | 0.10 45 | 5.28 44 | 0.91 4 | 0.64 7 | 0.09 4 | 3.41 181 | 0.88 59 | 2.66 23 | 0.46 12 | 0.02 253 | 0.10 382 | 0.00 1 | 0.00 1 | 0.03 62 | 0.04 106 |
|
| RAStereo |  | 2.32 117 | 1.08 173 | 6.36 281 | 3.73 233 | 1.39 269 | 1.81 26 | 0.12 52 | 7.70 153 | 7.44 264 | 2.27 130 | 3.94 135 | 3.43 182 | 0.81 55 | 3.55 56 | 2.47 264 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 344 | 0.07 173 |
|
| GCAP-Stereo-DPT-22K |  | 2.52 139 | 0.89 110 | 4.37 139 | 3.28 181 | 3.42 443 | 3.39 94 | 1.45 192 | 7.88 158 | 3.22 127 | 2.29 132 | 7.74 245 | 3.46 183 | 5.13 297 | 2.00 7 | 0.75 60 | 0.02 253 | 0.30 563 | 0.00 1 | 0.43 594 | 0.11 210 | 0.27 392 |
|
| ff7 |  | 3.48 211 | 1.76 434 | 6.20 273 | 3.45 196 | 1.13 223 | 5.02 225 | 1.70 242 | 13.26 303 | 5.04 187 | 4.66 230 | 5.47 201 | 3.49 184 | 4.70 266 | 11.14 345 | 2.01 221 | 0.00 1 | 0.04 186 | 0.00 1 | 0.18 472 | 0.30 353 | 0.14 266 |
|
| ffff |  | 3.48 211 | 1.76 434 | 6.20 273 | 3.45 196 | 1.13 223 | 5.02 225 | 1.70 242 | 13.26 303 | 5.04 187 | 4.66 230 | 5.47 201 | 3.49 184 | 4.70 266 | 11.14 345 | 2.01 221 | 0.00 1 | 0.04 186 | 0.00 1 | 0.18 472 | 0.30 353 | 0.14 266 |
|
| 11t |  | 3.48 211 | 1.76 434 | 6.20 273 | 3.45 196 | 1.13 223 | 5.02 225 | 1.70 242 | 13.26 303 | 5.04 187 | 4.66 230 | 5.47 201 | 3.49 184 | 4.70 266 | 11.14 345 | 2.01 221 | 0.00 1 | 0.04 186 | 0.00 1 | 0.18 472 | 0.30 353 | 0.14 266 |
|
| ccc-4 |  | 3.48 211 | 1.76 434 | 6.20 273 | 3.45 196 | 1.13 223 | 5.02 225 | 1.70 242 | 13.26 303 | 5.04 187 | 4.66 230 | 5.47 201 | 3.49 184 | 4.70 266 | 11.14 345 | 2.01 221 | 0.00 1 | 0.04 186 | 0.00 1 | 0.18 472 | 0.30 353 | 0.14 266 |
|
| GCAP-Stereo-DPT-20K |  | 3.44 208 | 0.76 59 | 17.99 618 | 1.92 12 | 2.08 350 | 4.60 173 | 1.60 222 | 7.55 146 | 3.25 130 | 2.62 151 | 5.03 184 | 3.50 188 | 4.57 257 | 1.99 5 | 0.60 36 | 0.04 315 | 0.16 469 | 0.00 1 | 0.20 491 | 0.89 551 | 9.42 709 |
|
| GCAPDPT-zeroshot4090 |  | 3.44 208 | 0.76 59 | 17.99 618 | 1.92 12 | 2.08 350 | 4.60 173 | 1.60 222 | 7.55 146 | 3.25 130 | 2.62 151 | 5.03 184 | 3.50 188 | 4.57 257 | 1.99 5 | 0.60 36 | 0.04 315 | 0.16 469 | 0.00 1 | 0.20 491 | 0.89 551 | 9.42 709 |
|
| FlowAnything_test |  | 3.13 186 | 1.42 299 | 6.59 287 | 8.69 572 | 1.35 265 | 8.70 397 | 2.51 352 | 7.60 150 | 3.03 122 | 4.10 210 | 2.67 98 | 3.52 190 | 0.75 48 | 5.86 130 | 4.48 384 | 0.06 364 | 0.03 159 | 0.15 491 | 0.66 621 | 0.16 251 | 0.18 315 |
|
| castereo |  | 3.96 243 | 1.45 311 | 4.33 135 | 3.73 233 | 1.04 209 | 6.35 336 | 7.23 548 | 9.95 225 | 15.86 408 | 3.01 170 | 7.69 244 | 3.59 191 | 7.43 390 | 5.17 112 | 1.88 205 | 0.03 294 | 0.13 434 | 0.00 1 | 0.26 529 | 0.07 143 | 0.03 72 |
|
| DNS |  | 9.38 488 | 14.54 694 | 3.54 72 | 2.57 99 | 1.33 258 | 3.06 70 | 1.47 193 | 9.42 206 | 3.79 151 | 1.36 68 | 4.88 176 | 3.61 192 | 3.07 180 | 29.11 669 | 22.21 636 | 0.13 411 | 3.45 708 | 0.42 571 | 0.41 586 | 38.21 742 | 40.94 750 |
|
| ProNet |  | 3.61 222 | 1.91 461 | 6.17 272 | 3.31 186 | 0.67 140 | 5.51 260 | 6.46 517 | 12.60 285 | 6.23 224 | 3.18 176 | 4.80 173 | 3.64 193 | 3.57 204 | 11.15 350 | 2.11 236 | 0.02 253 | 0.21 507 | 0.01 282 | 0.01 227 | 0.41 422 | 0.14 266 |
|
| LoS_RVC |  | 3.72 232 | 2.57 537 | 3.90 103 | 4.27 283 | 7.61 651 | 5.39 254 | 2.90 377 | 7.29 140 | 3.84 153 | 3.67 193 | 10.20 281 | 3.66 194 | 4.48 248 | 6.19 139 | 2.14 241 | 0.01 163 | 0.03 159 | 0.00 1 | 0.00 1 | 0.06 118 | 6.15 677 |
|
| GCAP-Stereo-DPT-FT |  | 3.37 205 | 5.20 611 | 20.75 642 | 3.26 177 | 3.66 459 | 3.19 79 | 1.77 274 | 8.61 190 | 2.83 107 | 2.16 126 | 3.61 122 | 3.75 195 | 3.63 210 | 3.13 39 | 1.41 160 | 0.05 343 | 0.12 418 | 0.00 1 | 0.01 227 | 0.13 225 | 0.22 357 |
|
| MCSU-Stereo |  | 1.76 74 | 0.54 3 | 3.43 63 | 2.57 99 | 0.32 42 | 3.22 80 | 0.57 105 | 5.56 55 | 3.23 129 | 2.38 137 | 3.86 131 | 3.78 196 | 0.40 26 | 3.99 72 | 1.20 145 | 0.00 1 | 0.02 116 | 0.00 1 | 0.00 1 | 0.02 16 | 0.03 72 |
|
| sAnonymous2 |  | 6.59 373 | 6.21 627 | 19.05 626 | 8.91 576 | 5.27 569 | 4.58 169 | 6.69 527 | 15.56 357 | 11.12 329 | 4.86 237 | 8.71 254 | 3.81 197 | 7.93 403 | 7.38 179 | 2.89 291 | 0.09 384 | 0.07 303 | 0.05 373 | 0.28 539 | 11.25 706 | 7.10 691 |
|
| CroCo_RVC |  | 6.59 373 | 6.21 627 | 19.05 626 | 8.91 576 | 5.27 569 | 4.58 169 | 6.69 527 | 15.56 357 | 11.12 329 | 4.86 237 | 8.71 254 | 3.81 197 | 7.93 403 | 7.38 179 | 2.89 291 | 0.09 384 | 0.07 303 | 0.05 373 | 0.28 539 | 11.25 706 | 7.10 691 |
|
| GCAP-Stereo-DPT-cres |  | 2.79 156 | 0.82 79 | 4.94 175 | 2.88 132 | 4.51 522 | 7.85 383 | 1.68 237 | 7.92 160 | 2.72 98 | 2.50 143 | 5.74 210 | 3.82 199 | 6.75 375 | 2.59 21 | 0.94 103 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 210 | 0.03 72 |
|
| LoS |  | 3.59 221 | 1.07 170 | 3.81 96 | 2.80 120 | 0.52 108 | 4.98 220 | 1.18 163 | 10.35 237 | 12.97 355 | 4.54 224 | 10.75 298 | 3.89 200 | 3.27 188 | 8.78 239 | 2.63 276 | 0.03 294 | 0.03 159 | 0.09 431 | 0.00 1 | 0.12 216 | 0.04 106 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| ours_stereo |  | 2.91 165 | 1.34 274 | 5.14 191 | 3.67 225 | 1.49 277 | 3.87 119 | 2.80 372 | 8.10 169 | 6.28 227 | 2.15 123 | 5.66 208 | 3.98 201 | 1.84 127 | 9.38 268 | 1.77 195 | 0.00 1 | 0.02 116 | 0.00 1 | 0.00 1 | 0.32 375 | 0.34 423 |
|
| IGEV-RUCA |  | 3.00 174 | 1.12 190 | 4.51 146 | 4.78 324 | 2.30 367 | 6.18 326 | 1.80 279 | 7.24 139 | 4.79 177 | 2.63 153 | 4.91 177 | 4.06 202 | 2.44 157 | 9.70 280 | 1.50 167 | 0.14 414 | 0.26 548 | 0.21 522 | 0.29 543 | 0.74 534 | 0.35 429 |
|
| XX-TBD |  | 4.45 261 | 10.67 671 | 3.01 27 | 10.28 622 | 0.57 117 | 5.84 297 | 0.07 33 | 7.57 148 | 12.24 344 | 11.43 343 | 14.74 343 | 4.07 203 | 1.66 111 | 4.51 94 | 2.05 226 | 0.01 163 | 0.01 52 | 0.00 1 | 0.00 1 | 0.26 322 | 0.01 16 |
|
| depthmonostereo |  | 4.02 249 | 1.64 393 | 5.29 207 | 4.40 295 | 1.19 234 | 8.04 387 | 1.16 162 | 15.24 348 | 12.52 346 | 4.62 226 | 7.49 242 | 4.11 204 | 4.80 278 | 6.61 149 | 2.71 281 | 0.04 315 | 0.21 507 | 0.11 463 | 0.07 392 | 0.07 143 | 0.02 34 |
|
| GIP-stereo |  | 2.66 145 | 1.00 146 | 4.00 110 | 4.99 340 | 3.41 441 | 3.38 93 | 0.77 128 | 8.73 196 | 5.69 216 | 2.08 120 | 5.38 192 | 4.13 205 | 3.21 184 | 5.21 113 | 1.05 127 | 0.01 163 | 0.06 273 | 0.00 1 | 0.00 1 | 0.07 143 | 0.04 106 |
|
| CASnet |  | 3.91 240 | 1.03 156 | 4.68 155 | 4.98 338 | 0.27 27 | 4.99 223 | 2.95 378 | 11.02 254 | 11.02 326 | 10.61 333 | 11.76 311 | 4.15 206 | 1.65 110 | 5.85 129 | 1.91 209 | 0.50 550 | 0.00 1 | 0.59 589 | 0.12 442 | 0.13 225 | 0.02 34 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| AEACV |  | 3.17 189 | 1.11 185 | 5.39 215 | 4.55 308 | 5.35 576 | 4.29 145 | 1.60 222 | 6.21 99 | 5.43 206 | 3.08 173 | 7.85 247 | 4.23 207 | 6.55 365 | 5.51 118 | 1.56 174 | 0.00 1 | 0.09 360 | 0.03 337 | 0.32 559 | 0.20 274 | 0.12 238 |
|
| anonymousdsp |  | 3.51 216 | 1.75 428 | 5.66 245 | 3.49 204 | 1.13 223 | 5.04 231 | 1.74 261 | 13.69 317 | 5.07 192 | 4.83 235 | 5.42 196 | 4.25 208 | 4.44 243 | 11.14 345 | 1.98 218 | 0.00 1 | 0.04 186 | 0.00 1 | 0.18 472 | 0.31 365 | 0.13 255 |
|
| AIO_test |  | 2.59 141 | 0.89 110 | 4.07 119 | 3.70 230 | 2.35 372 | 5.35 251 | 2.39 345 | 8.10 169 | 4.33 164 | 1.35 59 | 4.60 158 | 4.27 209 | 1.35 91 | 7.29 176 | 0.71 56 | 0.76 590 | 0.07 303 | 0.00 1 | 0.09 417 | 0.06 118 | 0.03 72 |
|
| IGEV-Stereo |   | 3.52 217 | 1.75 428 | 5.67 246 | 3.49 204 | 1.12 221 | 5.04 231 | 1.73 257 | 13.70 318 | 5.07 192 | 4.83 235 | 5.42 196 | 4.27 209 | 4.43 242 | 11.15 350 | 1.98 218 | 0.00 1 | 0.04 186 | 0.00 1 | 0.18 472 | 0.31 365 | 0.12 238 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| GEAR-Net |  | 2.97 171 | 1.14 196 | 5.16 195 | 5.41 392 | 0.47 92 | 4.63 176 | 1.70 242 | 9.96 226 | 4.75 175 | 2.58 146 | 6.27 217 | 4.35 211 | 4.45 247 | 4.96 106 | 3.06 308 | 0.00 1 | 0.09 360 | 0.00 1 | 0.08 401 | 0.24 305 | 0.18 315 |
|
| IGEV++ |  | 2.98 173 | 1.27 247 | 5.17 196 | 5.41 392 | 0.47 92 | 4.63 176 | 1.71 255 | 9.97 227 | 4.75 175 | 2.58 146 | 6.27 217 | 4.35 211 | 4.44 243 | 4.98 108 | 3.05 307 | 0.00 1 | 0.07 303 | 0.00 1 | 0.08 401 | 0.24 305 | 0.18 315 |
|
| NLSM1 |  | 4.91 280 | 1.17 210 | 5.72 250 | 4.31 291 | 5.71 596 | 13.78 495 | 1.41 187 | 14.12 328 | 9.85 313 | 5.22 247 | 10.88 300 | 4.43 213 | 4.74 274 | 10.99 335 | 5.64 425 | 0.00 1 | 0.00 1 | 0.01 282 | 0.00 1 | 0.09 174 | 0.04 106 |
|
| CREStereo++_RVC |  | 4.61 269 | 0.99 145 | 3.70 86 | 4.08 258 | 2.01 345 | 3.94 122 | 0.10 45 | 9.10 203 | 16.94 420 | 8.65 307 | 16.77 372 | 4.46 214 | 2.18 140 | 5.72 124 | 3.12 313 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 727 | 0.02 16 | 0.01 16 |
| 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 |
| S2M2_L |  | 2.06 92 | 1.28 250 | 4.05 118 | 3.20 170 | 1.14 229 | 2.31 39 | 0.06 31 | 6.26 100 | 6.67 237 | 1.75 97 | 4.48 154 | 4.47 215 | 0.81 55 | 2.36 16 | 1.52 169 | 0.25 478 | 0.10 382 | 0.03 337 | 0.00 1 | 0.49 460 | 0.03 72 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| ACVNet-DCA |  | 5.28 300 | 2.00 478 | 4.99 178 | 5.89 428 | 0.26 21 | 10.85 436 | 5.38 470 | 20.20 447 | 11.88 336 | 6.95 278 | 10.01 271 | 4.49 216 | 9.78 448 | 10.79 322 | 1.59 176 | 0.00 1 | 0.05 233 | 0.00 1 | 0.04 326 | 0.25 311 | 0.20 337 |
|
| 1test111 |  | 5.59 329 | 2.00 478 | 4.99 178 | 5.89 428 | 0.26 21 | 10.85 436 | 5.38 470 | 20.20 447 | 11.88 336 | 6.95 278 | 10.01 271 | 4.49 216 | 9.78 448 | 11.09 341 | 7.45 462 | 0.00 1 | 0.05 233 | 0.00 1 | 0.04 326 | 0.25 311 | 0.20 337 |
|
| cc1 |  | 5.34 305 | 2.00 478 | 4.99 178 | 5.89 428 | 0.26 21 | 10.85 436 | 5.38 470 | 17.85 404 | 15.48 398 | 6.95 278 | 10.01 271 | 4.49 216 | 9.78 448 | 10.79 322 | 1.59 176 | 0.00 1 | 0.05 233 | 0.00 1 | 0.04 326 | 0.30 353 | 0.13 255 |
|
| IGEVStereo-DCA |  | 3.31 203 | 1.57 366 | 6.20 273 | 3.36 189 | 0.60 125 | 4.93 214 | 1.70 242 | 13.26 303 | 5.04 187 | 3.79 196 | 4.58 156 | 4.53 219 | 4.00 220 | 10.13 296 | 2.09 232 | 0.00 1 | 0.06 273 | 0.00 1 | 0.18 472 | 0.12 216 | 0.14 266 |
|
| rrr |  | 3.26 199 | 1.57 366 | 7.72 348 | 3.36 189 | 0.60 125 | 4.93 214 | 1.59 219 | 10.72 248 | 5.11 196 | 3.79 196 | 4.58 156 | 4.53 219 | 4.00 220 | 10.13 296 | 2.09 232 | 0.00 1 | 0.06 273 | 0.00 1 | 0.22 498 | 0.12 216 | 0.18 315 |
|
| DVStereo |   | 4.23 256 | 1.38 288 | 5.58 243 | 3.85 246 | 1.58 286 | 10.80 434 | 1.02 152 | 11.59 259 | 5.65 214 | 11.75 345 | 9.98 270 | 4.54 221 | 3.29 191 | 9.83 284 | 3.01 300 | 0.05 343 | 0.18 485 | 0.08 419 | 0.23 507 | 0.08 161 | 0.06 155 |
|
| NLCSM |  | 4.99 282 | 1.39 291 | 5.75 251 | 5.86 426 | 5.86 605 | 11.21 447 | 3.80 417 | 10.71 247 | 8.54 289 | 8.36 297 | 5.25 189 | 4.57 222 | 6.65 367 | 13.57 480 | 7.59 471 | 0.29 491 | 0.01 52 | 0.00 1 | 0.01 227 | 0.24 305 | 0.13 255 |
|
| tt45 |  | 3.20 194 | 0.95 127 | 4.36 138 | 3.73 233 | 1.86 325 | 8.19 390 | 2.05 318 | 9.12 204 | 3.36 142 | 5.60 252 | 4.42 151 | 4.61 223 | 2.39 153 | 11.00 336 | 1.96 214 | 0.00 1 | 0.04 186 | 0.00 1 | 0.01 227 | 0.32 375 | 0.10 208 |
|
| AIO_rvc |  | 2.81 157 | 1.10 182 | 4.88 170 | 3.63 224 | 2.59 388 | 5.36 252 | 1.85 289 | 8.21 175 | 4.37 166 | 1.60 84 | 4.74 166 | 4.74 224 | 1.16 81 | 10.10 295 | 1.13 136 | 0.47 544 | 0.04 186 | 0.00 1 | 0.04 326 | 0.15 240 | 0.12 238 |
|
| tt1 |  | 5.27 299 | 1.99 476 | 5.11 188 | 6.02 447 | 0.26 21 | 10.59 428 | 4.22 436 | 18.45 416 | 16.31 412 | 6.75 272 | 8.95 257 | 4.75 225 | 9.15 432 | 10.82 327 | 1.61 179 | 0.00 1 | 0.05 233 | 0.00 1 | 0.04 326 | 0.26 322 | 0.14 266 |
|
| sCroCo_RVC |  | 5.06 284 | 3.29 565 | 16.45 600 | 10.72 633 | 6.64 624 | 5.83 295 | 2.74 366 | 9.67 215 | 8.06 275 | 3.66 192 | 9.20 263 | 4.81 226 | 4.95 284 | 8.12 211 | 4.64 389 | 0.64 577 | 0.50 614 | 0.06 396 | 0.03 302 | 0.70 522 | 0.42 450 |
|
| Pointernet |  | 3.22 197 | 0.84 89 | 5.79 254 | 3.22 174 | 0.35 57 | 5.27 246 | 0.37 86 | 16.46 378 | 5.96 219 | 4.11 211 | 6.81 227 | 4.84 227 | 2.73 168 | 4.78 99 | 2.52 267 | 0.00 1 | 0.15 458 | 0.00 1 | 0.22 498 | 0.04 93 | 0.02 34 |
|
| Anonymus |   | 2.10 95 | 1.12 190 | 3.31 54 | 3.49 204 | 0.52 108 | 2.37 44 | 0.28 80 | 5.87 75 | 2.72 98 | 2.59 148 | 1.68 66 | 4.85 228 | 1.81 124 | 8.52 222 | 2.63 276 | 0.10 392 | 0.04 186 | 0.00 1 | 0.00 1 | 0.04 93 | 0.13 255 |
|
| MM-Stereo_test2 |  | 4.03 250 | 1.20 220 | 7.42 334 | 5.18 367 | 0.76 168 | 7.24 368 | 2.26 333 | 14.57 334 | 8.19 279 | 6.89 275 | 5.13 188 | 4.85 228 | 3.80 213 | 10.49 306 | 1.96 214 | 0.00 1 | 0.12 418 | 0.00 1 | 0.09 417 | 0.33 383 | 0.08 188 |
|
| TT111 |  | 1.54 48 | 0.72 42 | 3.74 88 | 2.33 67 | 0.25 18 | 2.13 32 | 0.07 33 | 5.23 39 | 3.35 141 | 2.52 144 | 0.29 12 | 4.89 230 | 0.29 13 | 3.92 70 | 0.87 91 | 0.01 163 | 0.10 382 | 0.00 1 | 0.00 1 | 0.02 16 | 0.09 195 |
|
| SE |  | 4.60 268 | 1.47 315 | 5.19 198 | 4.23 274 | 0.85 182 | 9.99 412 | 4.88 459 | 12.51 277 | 10.59 321 | 10.28 328 | 11.98 316 | 4.92 231 | 5.94 331 | 3.97 71 | 1.76 194 | 2.49 665 | 0.07 303 | 0.26 537 | 0.19 485 | 0.37 404 | 0.12 238 |
|
| HUF |  | 2.75 151 | 1.32 266 | 5.28 204 | 2.83 124 | 0.55 113 | 5.23 243 | 2.19 323 | 8.97 199 | 4.23 161 | 1.97 110 | 4.39 150 | 5.03 232 | 2.64 164 | 6.86 164 | 1.44 162 | 0.73 587 | 0.63 632 | 0.09 431 | 0.00 1 | 0.17 262 | 0.44 457 |
|
| 999 |  | 3.44 208 | 0.92 122 | 4.78 162 | 4.69 317 | 2.34 371 | 7.58 379 | 2.20 324 | 9.81 222 | 6.11 223 | 2.96 167 | 4.79 172 | 5.07 233 | 2.27 148 | 12.10 409 | 2.76 283 | 0.03 294 | 0.09 360 | 0.00 1 | 0.00 1 | 0.29 344 | 0.10 208 |
|
| castereo++ |  | 3.52 217 | 1.28 250 | 3.96 107 | 3.76 238 | 2.61 389 | 16.87 572 | 1.95 307 | 7.57 148 | 8.51 288 | 2.26 129 | 4.54 155 | 5.10 234 | 2.04 134 | 8.75 238 | 0.74 57 | 0.00 1 | 0.15 458 | 0.00 1 | 0.35 569 | 0.05 110 | 0.02 34 |
|
| GMStereo |   | 5.94 346 | 3.84 584 | 10.86 506 | 5.13 359 | 0.71 152 | 7.27 370 | 2.66 364 | 12.38 272 | 25.14 525 | 12.01 352 | 10.66 292 | 5.12 235 | 3.46 197 | 11.39 362 | 6.16 437 | 0.45 538 | 0.02 116 | 0.05 373 | 0.31 556 | 0.86 547 | 0.25 382 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| rvit_stereo_0081 |  | 3.93 241 | 1.78 443 | 8.60 401 | 6.26 464 | 1.73 307 | 3.48 99 | 2.36 338 | 7.71 154 | 15.81 405 | 4.41 221 | 5.39 194 | 5.14 236 | 3.94 216 | 7.95 202 | 3.57 334 | 0.01 163 | 0.01 52 | 0.00 1 | 0.01 227 | 0.39 414 | 0.10 208 |
|
| rvit_stereo_0082 |  | 3.93 241 | 1.78 443 | 8.60 401 | 6.26 464 | 1.73 307 | 3.48 99 | 2.36 338 | 7.71 154 | 15.81 405 | 4.41 221 | 5.39 194 | 5.14 236 | 3.94 216 | 7.95 202 | 3.57 334 | 0.01 163 | 0.01 52 | 0.00 1 | 0.01 227 | 0.39 414 | 0.10 208 |
|
| TANstereo |  | 4.70 275 | 1.08 173 | 4.01 111 | 3.53 210 | 0.47 92 | 14.26 507 | 0.15 63 | 8.67 195 | 12.54 347 | 12.50 358 | 18.43 392 | 5.20 238 | 4.54 256 | 5.68 122 | 2.07 229 | 0.00 1 | 0.13 434 | 0.00 1 | 0.01 227 | 0.02 16 | 0.63 500 |
|
| NLMM1 |  | 5.21 295 | 1.29 254 | 6.55 286 | 3.79 240 | 5.49 583 | 12.43 470 | 3.31 396 | 12.18 269 | 15.22 389 | 7.19 285 | 8.46 250 | 5.22 239 | 4.60 261 | 12.03 397 | 6.29 440 | 0.00 1 | 0.02 116 | 0.00 1 | 0.00 1 | 0.10 198 | 0.07 173 |
|
| GLC_STEREO |  | 3.40 206 | 1.06 163 | 3.44 64 | 6.52 482 | 0.20 15 | 4.76 198 | 1.66 233 | 8.97 199 | 6.59 234 | 5.39 250 | 9.04 258 | 5.23 240 | 2.03 132 | 9.76 282 | 2.77 284 | 0.01 163 | 0.03 159 | 0.21 522 | 0.00 1 | 0.23 298 | 0.06 155 |
|
| AIO-test2 |  | 7.01 403 | 2.23 516 | 6.87 305 | 8.42 568 | 5.28 572 | 9.03 401 | 5.32 467 | 25.92 521 | 23.54 501 | 6.78 274 | 20.55 427 | 5.25 241 | 3.58 207 | 9.56 273 | 2.50 265 | 3.96 681 | 0.04 186 | 0.03 337 | 0.47 603 | 0.56 491 | 0.33 419 |
|
| IPLG |  | 7.20 413 | 1.43 303 | 12.55 533 | 5.17 362 | 4.32 507 | 11.11 445 | 1.48 194 | 21.79 469 | 15.10 388 | 19.16 531 | 20.23 419 | 5.26 242 | 5.61 316 | 11.68 381 | 8.14 492 | 0.05 343 | 0.06 273 | 0.03 337 | 0.07 392 | 0.33 383 | 0.50 474 |
|
| CREStereo |  | 3.58 220 | 1.05 161 | 3.35 56 | 2.17 33 | 0.59 121 | 5.61 273 | 0.40 87 | 10.50 240 | 13.34 366 | 6.93 277 | 10.44 287 | 5.29 243 | 3.47 198 | 5.82 127 | 2.62 275 | 0.01 163 | 0.01 52 | 0.02 317 | 0.01 227 | 0.04 93 | 0.01 16 |
| 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 |
| MIF-Stereo (partial) |  | 4.33 258 | 1.23 230 | 7.27 324 | 5.04 342 | 5.31 574 | 3.47 98 | 0.95 147 | 9.06 202 | 7.41 263 | 4.15 214 | 15.76 356 | 5.38 244 | 5.22 302 | 11.56 370 | 4.21 373 | 0.04 315 | 0.02 116 | 0.05 373 | 0.03 302 | 0.34 389 | 0.12 238 |
|
| AIO-Stereo |   | 2.91 165 | 1.19 218 | 5.14 191 | 4.15 265 | 0.79 172 | 4.67 180 | 1.76 270 | 9.59 214 | 5.19 198 | 2.66 154 | 4.76 170 | 5.40 245 | 0.78 50 | 10.30 299 | 1.23 148 | 0.00 1 | 0.06 273 | 0.00 1 | 0.36 572 | 0.09 174 | 0.15 287 |
|
| Zero-FE251 |  | 2.73 148 | 1.57 366 | 5.05 185 | 4.17 266 | 1.92 336 | 7.26 369 | 0.75 125 | 7.75 156 | 3.01 120 | 4.88 239 | 2.40 84 | 5.44 246 | 4.17 228 | 4.39 85 | 1.31 153 | 0.27 485 | 0.06 273 | 0.04 362 | 0.03 302 | 0.03 62 | 0.12 238 |
|
| MGS-Stereo |  | 3.26 199 | 1.29 254 | 6.73 294 | 3.30 184 | 0.47 92 | 4.89 211 | 1.55 213 | 6.15 96 | 8.88 298 | 4.31 215 | 10.15 279 | 5.48 247 | 1.27 85 | 8.09 209 | 1.97 217 | 0.04 315 | 0.01 52 | 0.02 317 | 0.00 1 | 0.57 493 | 0.04 106 |
|
| Selective-IGEV-i32 |  | 3.06 180 | 1.11 185 | 4.98 176 | 3.56 212 | 1.63 297 | 4.72 187 | 2.15 322 | 10.74 250 | 4.55 169 | 2.94 166 | 4.60 158 | 5.53 248 | 1.78 120 | 10.82 327 | 1.69 187 | 0.00 1 | 0.01 52 | 0.00 1 | 0.14 453 | 0.06 118 | 0.13 255 |
|
| Selective-IGEV |  | 3.06 180 | 1.11 185 | 4.98 176 | 3.56 212 | 1.66 299 | 4.73 188 | 2.14 321 | 10.73 249 | 4.56 170 | 2.93 164 | 4.60 158 | 5.54 249 | 1.77 119 | 10.82 327 | 1.69 187 | 0.00 1 | 0.01 52 | 0.00 1 | 0.14 453 | 0.06 118 | 0.13 255 |
|
| TestStereo_HLe17 |  | 5.56 325 | 1.69 411 | 9.09 432 | 3.07 157 | 2.43 377 | 7.21 367 | 2.98 379 | 17.93 407 | 16.13 410 | 8.49 302 | 16.14 363 | 5.57 250 | 4.29 233 | 12.87 450 | 3.21 320 | 0.04 315 | 0.00 1 | 0.01 282 | 0.00 1 | 0.10 198 | 0.04 106 |
|
| WQFJX |  | 4.69 273 | 1.22 225 | 5.36 212 | 3.29 183 | 5.73 597 | 14.19 506 | 1.93 302 | 11.24 256 | 8.68 290 | 5.78 255 | 5.47 201 | 5.72 251 | 5.99 337 | 12.05 401 | 6.87 449 | 0.02 253 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 210 | 0.15 287 |
|
| iRaftStereo_RVC |  | 4.68 271 | 1.51 338 | 6.89 307 | 4.91 336 | 0.72 161 | 5.26 245 | 0.46 95 | 17.60 395 | 10.47 320 | 9.53 315 | 15.13 348 | 5.75 252 | 3.24 187 | 8.93 249 | 2.22 247 | 0.00 1 | 0.09 360 | 0.00 1 | 0.00 1 | 0.46 440 | 0.41 447 |
|
| trnet |  | 3.62 223 | 0.95 127 | 3.30 52 | 2.21 39 | 0.56 115 | 5.67 286 | 0.42 89 | 10.62 246 | 13.30 364 | 6.89 275 | 10.45 288 | 5.78 253 | 3.69 211 | 5.80 126 | 2.61 272 | 0.00 1 | 0.02 116 | 0.03 337 | 0.01 227 | 0.04 93 | 0.02 34 |
|
| WQFJX1 |  | 4.68 271 | 1.09 179 | 5.54 234 | 4.07 255 | 5.82 601 | 10.92 441 | 3.99 422 | 10.31 235 | 10.17 317 | 5.90 257 | 4.99 180 | 5.79 254 | 5.18 299 | 12.80 448 | 6.89 451 | 0.01 163 | 0.00 1 | 0.01 282 | 0.00 1 | 0.15 240 | 0.06 155 |
|
| Foundation-i1c-attn |  | 2.71 147 | 0.60 15 | 3.06 33 | 2.24 44 | 0.51 104 | 5.22 241 | 4.50 443 | 8.99 201 | 3.66 148 | 3.62 191 | 3.42 114 | 5.81 255 | 4.90 281 | 6.67 154 | 0.91 98 | 0.02 253 | 0.09 360 | 0.00 1 | 0.00 1 | 0.02 16 | 0.06 155 |
|
| rvit_stereo_0081_aga |  | 3.72 232 | 2.39 524 | 8.60 401 | 5.27 379 | 2.99 421 | 5.02 225 | 1.94 304 | 8.12 171 | 6.24 225 | 6.74 271 | 6.85 229 | 5.85 256 | 3.28 190 | 7.31 177 | 3.04 305 | 0.02 253 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 499 | 0.22 357 |
|
| MM-Stereo_test1 |  | 5.04 283 | 1.17 210 | 6.08 267 | 5.38 388 | 0.80 176 | 4.99 223 | 7.07 540 | 13.43 309 | 12.00 339 | 12.94 378 | 10.20 281 | 5.92 257 | 6.69 368 | 11.26 357 | 2.19 244 | 0.01 163 | 0.11 405 | 0.00 1 | 0.00 1 | 0.42 426 | 0.07 173 |
|
| DA |  | 3.70 230 | 0.83 83 | 4.78 162 | 5.07 346 | 0.70 147 | 16.50 566 | 1.94 304 | 9.42 206 | 7.22 257 | 4.02 207 | 6.78 224 | 5.96 258 | 4.49 250 | 4.16 77 | 1.54 171 | 0.05 343 | 0.12 418 | 0.00 1 | 0.00 1 | 0.06 118 | 0.26 386 |
|
| GGEV |  | 3.70 230 | 0.83 83 | 4.78 162 | 5.07 346 | 0.70 147 | 16.50 566 | 1.94 304 | 9.42 206 | 7.22 257 | 4.02 207 | 6.78 224 | 5.96 258 | 4.49 250 | 4.16 77 | 1.54 171 | 0.05 343 | 0.12 418 | 0.00 1 | 0.00 1 | 0.06 118 | 0.26 386 |
|
| HLf8 |  | 5.31 303 | 1.68 408 | 7.70 346 | 3.15 165 | 2.75 402 | 7.19 366 | 1.88 293 | 17.68 397 | 16.71 416 | 7.82 288 | 13.88 334 | 6.00 260 | 3.75 212 | 11.89 393 | 3.81 353 | 0.01 163 | 0.00 1 | 0.01 282 | 0.00 1 | 0.15 240 | 0.04 106 |
|
| PMTNet |  | 5.36 306 | 0.97 137 | 3.42 61 | 1.97 15 | 1.30 247 | 8.96 399 | 0.69 117 | 12.33 271 | 12.16 341 | 8.50 303 | 11.35 305 | 6.09 261 | 4.50 252 | 9.34 267 | 2.70 280 | 22.71 736 | 0.01 52 | 0.04 362 | 0.02 273 | 0.06 118 | 0.01 16 |
|
| SCV |  | 3.20 194 | 1.40 294 | 5.96 261 | 4.71 318 | 0.71 152 | 4.21 140 | 1.70 242 | 10.94 252 | 6.06 221 | 1.85 104 | 4.80 173 | 6.16 262 | 2.74 169 | 9.82 283 | 1.74 192 | 0.05 343 | 0.09 360 | 0.00 1 | 0.24 517 | 0.50 465 | 0.30 405 |
|
| xyz-stereo-finetune |  | 5.39 308 | 1.47 315 | 5.53 231 | 2.65 106 | 0.30 35 | 11.94 458 | 3.28 388 | 12.96 293 | 21.28 475 | 8.14 291 | 12.32 321 | 6.19 263 | 3.62 209 | 11.80 389 | 5.98 431 | 0.01 163 | 0.02 116 | 0.00 1 | 0.02 273 | 0.16 251 | 0.04 106 |
|
| WQFJA1 |  | 4.56 266 | 1.18 213 | 5.44 219 | 3.48 202 | 5.88 606 | 13.44 489 | 1.59 219 | 11.97 264 | 8.85 297 | 4.92 240 | 5.44 198 | 6.20 264 | 5.05 292 | 10.03 293 | 7.60 472 | 0.01 163 | 0.01 52 | 0.00 1 | 0.00 1 | 0.09 174 | 0.10 208 |
|
| NLMM |  | 4.55 265 | 1.18 213 | 5.44 219 | 3.48 202 | 5.88 606 | 13.44 489 | 1.59 219 | 11.98 265 | 8.84 296 | 4.92 240 | 5.44 198 | 6.20 264 | 5.05 292 | 9.85 285 | 7.60 472 | 0.01 163 | 0.01 52 | 0.00 1 | 0.00 1 | 0.09 174 | 0.10 208 |
|
| PhaseNet |  | 2.46 133 | 1.14 196 | 3.75 92 | 3.35 188 | 0.92 198 | 5.85 299 | 0.43 91 | 7.96 162 | 3.27 135 | 2.28 131 | 2.35 83 | 6.22 266 | 1.10 74 | 6.36 141 | 3.43 331 | 0.15 423 | 0.09 360 | 0.00 1 | 0.00 1 | 0.06 118 | 0.42 450 |
|
| ManiGeoR |   | 5.19 291 | 1.66 399 | 8.59 399 | 3.09 160 | 3.05 423 | 5.94 307 | 1.66 233 | 19.05 430 | 9.74 309 | 6.25 264 | 14.27 337 | 6.24 267 | 4.97 286 | 12.44 426 | 6.57 444 | 0.01 163 | 0.00 1 | 0.05 373 | 0.00 1 | 0.15 240 | 0.03 72 |
|
| HLf10 |  | 5.19 291 | 1.66 399 | 8.59 399 | 3.09 160 | 3.05 423 | 5.94 307 | 1.66 233 | 19.05 430 | 9.74 309 | 6.25 264 | 14.27 337 | 6.24 267 | 4.97 286 | 12.44 426 | 6.57 444 | 0.01 163 | 0.00 1 | 0.05 373 | 0.00 1 | 0.15 240 | 0.03 72 |
|
| SCV_C0 |  | 3.23 198 | 1.31 262 | 6.44 283 | 3.20 170 | 0.82 179 | 4.84 208 | 1.61 225 | 10.34 236 | 6.85 242 | 2.74 159 | 4.91 177 | 6.26 269 | 1.81 124 | 11.06 340 | 1.50 167 | 0.11 400 | 0.06 273 | 0.00 1 | 0.23 507 | 0.33 383 | 0.11 227 |
|
| rvit_stereo_0080 |  | 3.98 244 | 2.11 501 | 7.62 341 | 3.68 227 | 1.90 334 | 4.16 134 | 7.60 555 | 9.69 217 | 8.13 277 | 5.08 243 | 7.39 238 | 6.27 270 | 4.44 243 | 6.73 158 | 3.92 360 | 0.20 445 | 0.01 52 | 0.00 1 | 0.00 1 | 0.55 484 | 0.12 238 |
|
| whm_eth |  | 3.98 244 | 2.11 501 | 7.62 341 | 3.68 227 | 1.90 334 | 4.16 134 | 7.60 555 | 9.69 217 | 8.13 277 | 5.08 243 | 7.39 238 | 6.27 270 | 4.44 243 | 6.73 158 | 3.92 360 | 0.20 445 | 0.01 52 | 0.00 1 | 0.00 1 | 0.55 484 | 0.12 238 |
|
| fffy |  | 3.28 202 | 1.20 220 | 5.94 260 | 3.67 225 | 0.85 182 | 4.84 208 | 1.75 264 | 10.18 231 | 6.44 230 | 2.60 149 | 6.15 214 | 6.33 272 | 3.16 183 | 10.08 294 | 1.62 181 | 0.00 1 | 0.12 418 | 0.00 1 | 0.00 1 | 0.30 353 | 0.33 419 |
|
| S |  | 6.47 371 | 1.14 196 | 6.16 271 | 3.77 239 | 5.27 569 | 15.96 546 | 7.30 549 | 15.06 342 | 16.00 409 | 13.40 394 | 17.00 374 | 6.36 273 | 8.81 425 | 7.41 181 | 3.32 325 | 0.22 456 | 0.07 303 | 0.59 589 | 0.41 586 | 0.53 477 | 0.57 490 |
|
| EAI-Stereo |  | 5.21 295 | 1.74 419 | 8.46 391 | 5.69 407 | 1.37 268 | 5.67 286 | 3.52 405 | 18.77 423 | 5.65 214 | 9.75 316 | 16.08 360 | 6.36 273 | 3.57 204 | 11.73 385 | 3.64 339 | 0.01 163 | 0.33 575 | 0.03 337 | 1.06 647 | 0.21 279 | 0.65 508 |
|
| rvit_stereo_0083 |  | 4.53 262 | 1.94 469 | 9.94 477 | 7.12 521 | 1.67 301 | 4.98 220 | 2.80 372 | 8.25 176 | 18.22 441 | 4.76 234 | 7.78 246 | 6.41 275 | 4.87 279 | 7.54 186 | 3.74 347 | 0.11 400 | 0.04 186 | 0.00 1 | 0.01 227 | 0.24 305 | 0.16 296 |
|
| Foundation-i1b |  | 2.92 167 | 0.62 18 | 3.27 50 | 2.10 27 | 0.80 176 | 6.05 323 | 4.79 454 | 9.72 220 | 3.49 144 | 4.53 223 | 3.28 108 | 6.44 276 | 5.47 310 | 6.76 160 | 0.92 100 | 0.02 253 | 0.09 360 | 0.00 1 | 0.00 1 | 0.02 16 | 0.03 72 |
|
| DCANet-4 |  | 6.41 366 | 1.02 150 | 9.66 463 | 3.41 193 | 0.68 141 | 4.73 188 | 1.70 242 | 17.70 398 | 24.33 518 | 15.10 424 | 20.25 420 | 6.45 277 | 8.65 419 | 8.47 220 | 5.31 416 | 0.01 163 | 0.04 186 | 0.00 1 | 0.00 1 | 0.09 174 | 0.63 500 |
|
| raft_robust |  | 7.97 440 | 2.26 518 | 6.75 297 | 5.83 423 | 0.72 161 | 5.57 269 | 0.84 134 | 33.59 630 | 34.21 614 | 18.17 507 | 19.88 416 | 6.50 278 | 5.62 319 | 15.33 515 | 2.83 290 | 0.03 294 | 0.23 525 | 0.00 1 | 0.37 576 | 0.32 375 | 0.39 439 |
|
| water-stereo |  | 3.66 227 | 0.84 89 | 4.79 165 | 3.60 221 | 0.79 172 | 5.03 230 | 0.89 140 | 12.93 292 | 5.45 208 | 5.82 256 | 14.74 343 | 6.51 279 | 4.76 276 | 3.37 44 | 3.26 323 | 0.03 294 | 0.13 434 | 0.09 431 | 0.04 326 | 0.06 118 | 0.07 173 |
|
| Foundation-i1a |  | 2.94 170 | 0.64 26 | 3.21 46 | 2.24 44 | 0.39 72 | 5.32 249 | 3.99 422 | 9.68 216 | 3.94 156 | 5.17 245 | 3.16 106 | 6.62 280 | 5.95 334 | 7.03 166 | 1.32 155 | 0.02 253 | 0.10 382 | 0.00 1 | 0.00 1 | 0.02 16 | 0.06 155 |
|
| GCAP-Stereo |  | 3.72 232 | 1.60 376 | 7.39 333 | 4.24 276 | 0.37 66 | 5.78 293 | 1.12 158 | 12.28 270 | 6.53 233 | 8.35 296 | 9.69 269 | 6.62 280 | 3.57 204 | 4.58 95 | 1.91 209 | 0.00 1 | 0.07 303 | 0.05 373 | 0.00 1 | 0.25 311 | 0.04 106 |
|
| rvit_stereo_ft |  | 4.73 276 | 2.68 542 | 9.30 444 | 11.34 651 | 2.74 401 | 4.18 138 | 8.45 566 | 9.77 221 | 9.90 315 | 4.04 209 | 6.26 216 | 6.73 282 | 4.72 272 | 8.99 253 | 5.03 405 | 0.01 163 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 336 | 0.09 195 |
|
| RSM++ |  | 3.08 183 | 1.04 158 | 5.27 203 | 4.25 281 | 0.50 102 | 5.04 231 | 2.63 362 | 10.11 229 | 4.34 165 | 3.16 175 | 4.66 163 | 6.73 282 | 1.87 130 | 9.96 290 | 1.69 187 | 0.00 1 | 0.00 1 | 0.01 282 | 0.18 472 | 0.14 232 | 0.10 208 |
|
| quiztm |  | 4.28 257 | 1.71 413 | 5.37 213 | 4.86 331 | 5.11 554 | 4.60 173 | 2.84 375 | 13.08 300 | 7.79 271 | 8.37 299 | 11.40 307 | 6.75 284 | 2.57 162 | 7.18 172 | 2.59 271 | 0.80 598 | 0.03 159 | 0.00 1 | 0.07 392 | 0.41 422 | 0.11 227 |
|
| dd |  | 7.96 439 | 4.08 588 | 11.49 517 | 6.53 483 | 0.93 199 | 8.28 393 | 4.03 425 | 16.53 379 | 33.82 607 | 15.17 431 | 16.50 368 | 6.79 285 | 5.96 335 | 14.30 497 | 9.90 522 | 1.13 631 | 0.42 591 | 0.17 501 | 0.44 598 | 2.01 611 | 0.79 529 |
|
| MC-Stereo |  | 3.99 246 | 0.95 127 | 4.70 159 | 5.09 349 | 0.44 89 | 3.77 114 | 1.79 277 | 9.86 224 | 7.05 254 | 6.34 267 | 13.35 331 | 6.83 286 | 6.34 355 | 10.80 325 | 1.75 193 | 0.00 1 | 0.11 405 | 0.06 396 | 0.24 517 | 0.12 216 | 0.14 266 |
|
| HART |  | 3.80 235 | 1.52 342 | 5.45 221 | 4.85 330 | 0.51 104 | 4.41 155 | 0.76 126 | 12.59 284 | 5.08 195 | 5.95 262 | 12.76 324 | 6.87 287 | 1.72 115 | 10.71 318 | 1.84 203 | 0.00 1 | 0.13 434 | 0.10 450 | 0.00 1 | 0.45 434 | 0.26 386 |
|
| fff |  | 6.83 393 | 1.55 352 | 7.28 325 | 3.56 212 | 0.32 42 | 4.73 188 | 1.70 242 | 15.75 362 | 31.87 588 | 15.11 425 | 20.25 420 | 6.90 288 | 12.80 520 | 8.63 229 | 5.33 417 | 0.01 163 | 0.04 186 | 0.00 1 | 0.00 1 | 0.09 174 | 0.63 500 |
|
| csc |  | 6.83 393 | 1.55 352 | 7.28 325 | 3.56 212 | 0.32 42 | 4.73 188 | 1.70 242 | 15.75 362 | 31.87 588 | 15.11 425 | 20.25 420 | 6.90 288 | 12.80 520 | 8.63 229 | 5.33 417 | 0.01 163 | 0.04 186 | 0.00 1 | 0.00 1 | 0.09 174 | 0.63 500 |
|
| cscssc |  | 6.83 393 | 1.55 352 | 7.28 325 | 3.56 212 | 0.32 42 | 4.73 188 | 1.70 242 | 15.75 362 | 31.87 588 | 15.11 425 | 20.25 420 | 6.90 288 | 12.80 520 | 8.63 229 | 5.33 417 | 0.01 163 | 0.04 186 | 0.00 1 | 0.00 1 | 0.09 174 | 0.63 500 |
|
| WCG-NET |  | 3.86 239 | 0.96 135 | 5.80 255 | 2.92 139 | 0.28 30 | 4.48 158 | 1.80 279 | 7.23 137 | 15.03 386 | 8.77 308 | 9.58 268 | 6.94 291 | 4.20 229 | 6.92 165 | 2.05 226 | 0.00 1 | 0.08 341 | 0.00 1 | 0.00 1 | 0.14 232 | 0.08 188 |
|
| MIPNet |  | 6.75 388 | 1.67 402 | 12.34 529 | 4.67 316 | 1.47 272 | 10.01 413 | 2.24 331 | 26.43 529 | 17.22 422 | 14.72 413 | 12.75 323 | 7.02 292 | 9.68 446 | 8.44 219 | 5.26 414 | 0.01 163 | 0.04 186 | 0.05 373 | 0.09 417 | 0.35 393 | 0.55 484 |
|
| TestStereo_HL2 |  | 5.22 298 | 1.38 288 | 5.53 231 | 3.26 177 | 1.86 325 | 5.59 270 | 2.00 311 | 12.91 291 | 13.35 367 | 10.93 338 | 18.83 399 | 7.13 293 | 5.06 294 | 11.93 394 | 4.59 387 | 0.01 163 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 161 | 0.02 34 |
|
| MaDis-Stereo |  | 2.73 148 | 1.56 362 | 6.21 278 | 2.96 148 | 2.45 378 | 1.80 24 | 0.28 80 | 7.43 141 | 5.07 192 | 2.57 145 | 3.43 115 | 7.13 293 | 4.71 270 | 5.74 125 | 2.91 294 | 0.00 1 | 0.05 233 | 0.00 1 | 0.00 1 | 0.15 240 | 0.12 238 |
|
| GGDA |   | 4.98 281 | 1.35 278 | 5.28 204 | 3.28 181 | 1.27 244 | 5.60 272 | 1.68 237 | 13.06 299 | 14.02 372 | 10.05 321 | 15.39 351 | 7.15 295 | 5.21 301 | 11.58 372 | 4.40 381 | 0.01 163 | 0.01 52 | 0.01 282 | 0.00 1 | 0.11 210 | 0.05 138 |
|
| MM-Stereo_test3 |  | 5.71 335 | 1.22 225 | 5.59 244 | 5.84 425 | 5.43 580 | 4.74 193 | 6.54 521 | 19.30 435 | 23.72 508 | 8.53 304 | 11.36 306 | 7.15 295 | 2.84 172 | 8.62 228 | 2.51 266 | 0.05 343 | 0.07 303 | 0.00 1 | 0.00 1 | 0.45 434 | 0.17 305 |
|
| tg |  | 5.09 287 | 1.48 322 | 6.73 294 | 4.83 326 | 1.23 240 | 7.57 378 | 0.49 97 | 18.35 414 | 11.87 335 | 9.28 313 | 14.61 340 | 7.15 295 | 4.12 224 | 10.58 307 | 2.74 282 | 0.00 1 | 0.04 186 | 0.00 1 | 0.00 1 | 0.45 434 | 0.36 432 |
|
| GCAP-BAT |  | 3.64 224 | 1.06 163 | 7.37 332 | 3.46 200 | 3.60 456 | 2.72 54 | 1.55 213 | 8.93 197 | 12.16 341 | 4.62 226 | 6.47 221 | 7.18 298 | 1.80 122 | 9.68 278 | 1.82 202 | 0.04 315 | 0.10 382 | 0.00 1 | 0.01 227 | 0.07 143 | 0.14 266 |
|
| GCAPDPT-zeroshot |  | 3.64 224 | 1.06 163 | 7.35 331 | 3.46 200 | 3.60 456 | 2.72 54 | 1.55 213 | 8.93 197 | 12.16 341 | 4.62 226 | 6.47 221 | 7.18 298 | 1.80 122 | 9.68 278 | 1.81 199 | 0.04 315 | 0.10 382 | 0.00 1 | 0.01 227 | 0.07 143 | 0.14 266 |
|
| RAFT+CT+SA |  | 7.44 420 | 1.46 313 | 6.46 285 | 10.73 634 | 3.34 439 | 4.70 185 | 7.45 553 | 16.45 377 | 25.89 533 | 10.18 325 | 27.15 515 | 7.27 300 | 8.00 407 | 15.11 512 | 3.19 319 | 0.02 253 | 0.00 1 | 0.18 506 | 0.46 602 | 0.30 353 | 0.47 465 |
|
| ADStereo(finetuned) |  | 6.68 379 | 1.59 372 | 9.70 469 | 3.49 204 | 0.68 141 | 4.79 205 | 1.75 264 | 15.33 350 | 23.64 504 | 15.56 441 | 20.68 428 | 7.30 301 | 13.85 541 | 8.71 236 | 5.17 410 | 0.00 1 | 0.05 233 | 0.00 1 | 0.00 1 | 0.25 311 | 1.05 562 |
|
| DLNR-FE |  | 27.66 711 | 51.31 743 | 91.55 779 | 98.52 788 | 97.91 787 | 3.10 73 | 0.50 98 | 31.55 602 | 7.66 268 | 8.18 294 | 15.67 353 | 7.31 302 | 1.63 107 | 11.88 391 | 4.21 373 | 40.23 745 | 0.89 653 | 0.06 396 | 0.34 567 | 80.38 772 | 0.24 375 |
|
| DLNR_Zeroshot_test |   | 27.62 710 | 51.32 744 | 91.46 777 | 98.51 787 | 98.03 788 | 3.10 73 | 0.50 98 | 30.95 593 | 7.65 267 | 8.16 293 | 15.68 355 | 7.31 302 | 1.63 107 | 11.87 390 | 4.21 373 | 40.37 746 | 0.87 650 | 0.06 396 | 0.34 567 | 80.23 771 | 0.24 375 |
|
| DCANet |  | 6.46 370 | 1.59 372 | 7.28 325 | 3.51 209 | 0.68 141 | 4.77 204 | 1.75 264 | 15.33 350 | 23.62 503 | 15.55 440 | 20.73 433 | 7.31 302 | 11.56 493 | 8.83 245 | 5.26 414 | 0.00 1 | 0.05 233 | 0.00 1 | 0.00 1 | 0.26 322 | 1.11 568 |
|
| Foundation-i1 |  | 3.56 219 | 0.63 23 | 2.94 22 | 3.20 170 | 3.52 452 | 6.18 326 | 4.51 444 | 12.68 287 | 5.38 203 | 5.96 263 | 6.16 215 | 7.37 305 | 4.87 279 | 6.38 142 | 1.27 149 | 0.02 253 | 0.09 360 | 0.00 1 | 0.00 1 | 0.03 62 | 0.04 106 |
|
| xyz-stereo-finetune2 |  | 5.60 331 | 1.64 393 | 5.87 256 | 2.44 78 | 0.32 42 | 15.39 533 | 1.90 298 | 10.59 245 | 5.28 201 | 10.58 332 | 17.82 381 | 7.37 305 | 8.93 428 | 14.86 510 | 8.46 500 | 0.01 163 | 0.02 116 | 0.08 419 | 0.14 453 | 0.23 298 | 0.04 106 |
|
| VMStereo-Base |   | 3.41 207 | 0.84 89 | 4.19 129 | 1.72 8 | 0.47 92 | 3.01 67 | 0.57 105 | 10.10 228 | 14.58 383 | 3.85 200 | 9.11 260 | 7.48 307 | 2.36 150 | 7.75 195 | 1.90 207 | 0.07 375 | 0.08 341 | 0.04 362 | 0.00 1 | 0.06 118 | 0.02 34 |
|
| test_4 |  | 5.47 310 | 0.98 139 | 5.56 239 | 6.55 486 | 0.62 128 | 5.53 263 | 1.88 293 | 11.68 260 | 6.00 220 | 12.60 370 | 30.86 567 | 7.48 307 | 3.87 214 | 12.25 417 | 2.97 297 | 0.00 1 | 0.07 303 | 0.03 337 | 0.14 453 | 0.34 389 | 0.04 106 |
|
| HLF11 |  | 5.67 334 | 1.55 352 | 8.56 396 | 3.38 191 | 3.06 425 | 4.57 167 | 1.23 168 | 18.20 413 | 9.49 305 | 9.83 318 | 16.96 373 | 7.53 309 | 4.93 283 | 15.35 517 | 8.47 501 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.23 298 | 0.01 16 |
|
| SME |  | 6.92 399 | 2.49 531 | 5.22 199 | 5.77 418 | 1.73 307 | 21.26 612 | 4.16 431 | 17.28 391 | 15.47 397 | 11.84 346 | 16.16 364 | 7.82 310 | 10.32 458 | 11.72 384 | 5.18 411 | 0.80 598 | 0.00 1 | 0.05 373 | 0.07 392 | 0.87 549 | 0.22 357 |
|
| RSM |  | 3.10 185 | 0.98 139 | 4.86 169 | 4.17 266 | 1.08 217 | 4.76 198 | 1.83 286 | 10.14 230 | 4.21 160 | 3.38 183 | 4.34 145 | 7.82 310 | 1.75 116 | 10.69 315 | 1.64 184 | 0.00 1 | 0.03 159 | 0.00 1 | 0.18 472 | 0.13 225 | 0.07 173 |
|
| raftrobust |  | 5.56 325 | 1.42 299 | 6.00 263 | 7.04 515 | 5.11 554 | 4.90 213 | 1.88 293 | 17.13 388 | 13.72 370 | 11.87 347 | 11.58 310 | 7.82 310 | 9.21 433 | 10.28 298 | 2.92 295 | 0.02 253 | 0.05 233 | 0.00 1 | 0.00 1 | 0.22 283 | 0.11 227 |
|
| s12784h |  | 5.87 343 | 0.88 105 | 4.11 124 | 3.01 153 | 0.51 104 | 18.49 593 | 0.98 150 | 18.89 427 | 17.60 431 | 12.52 360 | 12.46 322 | 7.87 313 | 5.01 291 | 11.05 339 | 3.13 315 | 0.73 587 | 0.01 52 | 0.04 362 | 0.00 1 | 0.07 143 | 0.01 16 |
|
| EGLCR-Stereo |  | 2.92 167 | 1.06 163 | 5.28 204 | 3.38 191 | 0.55 113 | 4.59 171 | 0.66 112 | 10.43 238 | 4.81 179 | 3.30 179 | 3.23 107 | 7.93 314 | 1.71 114 | 9.22 261 | 1.62 181 | 0.05 343 | 0.12 418 | 0.00 1 | 0.00 1 | 0.23 298 | 0.16 296 |
|
| Anonymous3 |  | 9.60 496 | 3.45 570 | 29.83 669 | 9.58 598 | 4.75 532 | 24.51 635 | 10.20 603 | 24.04 497 | 18.77 447 | 10.42 330 | 14.64 341 | 7.97 315 | 8.75 424 | 14.05 491 | 5.80 428 | 2.44 664 | 1.39 668 | 0.08 419 | 0.06 379 | 0.73 529 | 0.48 469 |
|
| IPLGR_C |  | 7.16 411 | 2.48 529 | 12.98 539 | 7.52 539 | 4.91 537 | 10.56 424 | 4.59 448 | 15.63 360 | 14.12 374 | 17.42 488 | 18.87 400 | 8.00 316 | 4.59 260 | 10.76 321 | 8.81 506 | 0.32 497 | 0.32 570 | 0.03 337 | 0.13 447 | 0.36 396 | 0.76 525 |
|
| ACRE |  | 7.07 407 | 2.38 523 | 13.26 543 | 7.36 529 | 4.86 534 | 10.28 416 | 4.40 438 | 15.51 355 | 13.69 369 | 17.22 484 | 19.23 404 | 8.00 316 | 4.20 229 | 10.64 312 | 8.50 502 | 0.33 499 | 0.32 570 | 0.03 337 | 0.14 453 | 0.37 404 | 0.77 528 |
|
| CroCo-Stereo |   | 3.27 201 | 1.90 458 | 7.18 318 | 8.50 570 | 1.11 219 | 0.96 5 | 0.97 148 | 10.18 231 | 8.20 280 | 3.59 190 | 4.69 164 | 8.02 318 | 4.53 254 | 2.75 26 | 2.34 253 | 0.01 163 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 365 | 0.11 227 |
| 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 |
| S0 |  | 5.95 347 | 1.20 220 | 5.32 208 | 4.51 304 | 2.78 405 | 18.26 588 | 13.84 648 | 12.84 290 | 7.10 255 | 11.37 342 | 13.26 329 | 8.10 319 | 5.94 331 | 8.70 235 | 2.58 270 | 1.95 651 | 0.27 552 | 0.15 491 | 0.07 392 | 0.45 434 | 0.20 337 |
|
| AIO-test1 |  | 6.38 364 | 1.41 298 | 5.70 249 | 9.77 603 | 5.61 587 | 9.09 402 | 1.79 277 | 21.63 468 | 20.69 465 | 6.75 272 | 17.68 379 | 8.19 320 | 4.99 288 | 10.38 302 | 3.16 316 | 0.01 163 | 0.01 52 | 0.00 1 | 0.13 447 | 0.28 336 | 0.26 386 |
|
| FACV-RUCA |  | 7.66 427 | 1.94 469 | 9.40 449 | 7.72 549 | 6.03 608 | 12.99 481 | 3.10 385 | 19.47 436 | 18.51 443 | 12.27 353 | 18.43 392 | 8.28 321 | 10.16 455 | 11.38 361 | 5.62 424 | 0.36 509 | 0.62 631 | 4.36 683 | 0.30 551 | 1.72 600 | 0.55 484 |
|
| 4D-IteraStereo |  | 5.15 289 | 1.47 315 | 7.98 361 | 4.89 335 | 4.69 531 | 6.25 329 | 1.85 289 | 13.23 302 | 16.30 411 | 14.18 403 | 11.26 304 | 8.33 322 | 1.61 105 | 8.07 206 | 2.42 257 | 0.00 1 | 0.05 233 | 0.08 419 | 0.01 227 | 0.19 270 | 0.15 287 |
|
| CIPLG |  | 7.15 410 | 2.44 526 | 12.82 536 | 7.38 530 | 4.93 538 | 10.51 423 | 4.56 446 | 15.17 347 | 13.25 362 | 17.45 490 | 19.75 413 | 8.42 323 | 4.60 261 | 11.41 363 | 8.31 496 | 0.33 499 | 0.32 570 | 0.03 337 | 0.14 453 | 0.37 404 | 0.72 520 |
|
| IPLGR |  | 7.14 409 | 1.31 262 | 13.14 541 | 4.24 276 | 1.15 230 | 9.78 410 | 0.98 150 | 23.98 495 | 21.70 482 | 16.22 456 | 18.43 392 | 8.45 324 | 7.66 393 | 9.26 264 | 5.45 422 | 0.21 450 | 0.05 233 | 0.04 362 | 0.06 379 | 0.32 375 | 0.38 436 |
|
| rafts_anoy |  | 6.02 354 | 1.67 402 | 6.27 280 | 6.53 483 | 4.98 543 | 5.30 248 | 2.53 354 | 13.77 323 | 21.01 469 | 12.70 373 | 16.23 365 | 8.56 325 | 5.65 321 | 9.09 258 | 5.22 412 | 0.04 315 | 0.31 567 | 0.09 431 | 0.03 302 | 0.25 311 | 0.17 305 |
|
| EE1 |  | 3.99 246 | 0.95 127 | 6.21 278 | 3.85 246 | 2.57 386 | 4.95 218 | 1.85 289 | 13.11 301 | 6.40 229 | 6.38 268 | 6.44 220 | 8.76 326 | 5.45 308 | 10.70 316 | 1.81 199 | 0.00 1 | 0.01 52 | 0.01 282 | 0.00 1 | 0.36 396 | 0.05 138 |
|
| GES |  | 8.51 457 | 1.98 475 | 11.82 521 | 6.39 472 | 1.77 314 | 12.36 469 | 6.22 505 | 21.55 465 | 21.34 476 | 19.02 529 | 26.02 498 | 8.79 327 | 9.34 438 | 13.94 489 | 7.24 456 | 0.38 514 | 0.10 382 | 0.30 556 | 0.14 453 | 0.69 519 | 0.73 521 |
|
| RCA-Stereo |  | 5.32 304 | 1.08 173 | 5.91 258 | 4.29 289 | 0.51 104 | 5.65 276 | 4.12 429 | 16.97 385 | 18.67 446 | 8.27 295 | 14.16 335 | 8.86 328 | 8.90 427 | 6.45 144 | 2.18 243 | 0.00 1 | 0.07 303 | 0.10 450 | 0.00 1 | 0.10 198 | 0.07 173 |
|
| SA |  | 7.93 436 | 1.54 349 | 9.13 436 | 7.98 556 | 0.64 132 | 5.85 299 | 2.29 335 | 22.27 477 | 24.54 523 | 13.17 384 | 31.07 571 | 8.87 329 | 10.32 458 | 16.49 553 | 3.12 313 | 0.04 315 | 0.12 418 | 0.17 501 | 0.30 551 | 0.45 434 | 0.17 305 |
|
| TestStereo-Hl |   | 5.40 309 | 1.33 269 | 5.55 235 | 3.00 152 | 0.89 190 | 5.51 260 | 4.03 425 | 14.53 332 | 13.48 368 | 10.10 323 | 16.08 360 | 8.99 330 | 8.18 411 | 12.60 439 | 3.48 332 | 0.05 343 | 0.03 159 | 0.01 282 | 0.00 1 | 0.16 251 | 0.06 155 |
|
| TestStereo |  | 6.02 354 | 2.55 535 | 7.33 330 | 5.57 398 | 1.68 304 | 6.05 323 | 1.78 276 | 13.73 320 | 16.40 415 | 10.87 337 | 23.79 474 | 9.00 331 | 5.63 320 | 11.26 357 | 3.96 363 | 0.09 384 | 0.01 52 | 0.00 1 | 0.00 1 | 0.69 519 | 0.01 16 |
|
| AnonymousM |  | 6.33 363 | 11.42 679 | 3.06 33 | 3.93 250 | 1.49 277 | 4.54 163 | 3.29 390 | 11.00 253 | 7.70 269 | 16.52 466 | 9.38 266 | 9.07 332 | 3.97 218 | 7.10 170 | 3.01 300 | 0.43 534 | 0.07 303 | 22.69 732 | 7.67 715 | 0.06 118 | 0.21 349 |
|
| CroCo-Stereo Lap2 |  | 4.01 248 | 2.03 491 | 8.14 371 | 9.82 605 | 6.03 608 | 1.11 6 | 0.79 130 | 9.71 219 | 7.98 273 | 3.26 178 | 4.99 180 | 9.08 333 | 5.80 326 | 6.08 135 | 4.39 380 | 0.00 1 | 0.05 233 | 0.00 1 | 0.00 1 | 0.71 524 | 0.30 405 |
|
| RAFT-345 |  | 6.79 390 | 1.29 254 | 6.80 303 | 5.06 345 | 0.91 195 | 5.61 273 | 3.32 397 | 13.36 308 | 10.17 317 | 13.73 396 | 43.66 683 | 9.12 334 | 5.38 307 | 12.29 418 | 4.44 382 | 0.32 497 | 0.05 233 | 0.09 431 | 0.06 379 | 0.06 118 | 0.03 72 |
|
| Weightmod_eth |  | 4.78 279 | 1.21 223 | 4.72 161 | 4.31 291 | 4.65 530 | 7.97 385 | 2.77 368 | 13.53 310 | 6.62 235 | 7.96 290 | 8.11 248 | 9.28 335 | 8.39 415 | 9.49 270 | 1.48 164 | 4.37 687 | 0.10 382 | 0.00 1 | 0.00 1 | 0.51 469 | 0.18 315 |
|
| DN-CSS_ROB |  | 8.17 447 | 2.59 539 | 14.14 564 | 6.11 455 | 3.22 432 | 6.31 335 | 3.53 406 | 22.92 486 | 20.59 464 | 16.66 470 | 30.05 554 | 9.31 336 | 7.95 405 | 13.49 476 | 4.78 393 | 0.72 583 | 0.00 1 | 0.45 574 | 0.00 1 | 0.54 480 | 0.09 195 |
|
| TestStereo1 |  | 7.62 424 | 1.62 387 | 7.60 339 | 10.47 625 | 1.86 325 | 4.76 198 | 2.48 350 | 19.73 440 | 22.33 489 | 16.79 475 | 26.02 498 | 9.33 337 | 9.30 435 | 15.92 536 | 3.37 327 | 0.01 163 | 0.02 116 | 0.02 317 | 0.05 356 | 0.55 484 | 0.28 397 |
|
| SA-5K |  | 7.62 424 | 1.62 387 | 7.60 339 | 10.47 625 | 1.86 325 | 4.76 198 | 2.48 350 | 19.73 440 | 22.33 489 | 16.79 475 | 26.02 498 | 9.33 337 | 9.30 435 | 15.92 536 | 3.37 327 | 0.01 163 | 0.02 116 | 0.02 317 | 0.05 356 | 0.55 484 | 0.28 397 |
|
| FSD |  | | | | | 5.31 574 | 8.20 391 | 12.18 635 | 12.39 273 | 7.98 273 | 7.94 289 | 7.35 237 | 9.35 339 | 7.17 385 | 10.94 333 | 8.86 509 | 5.58 696 | 2.77 699 | 5.46 688 | 4.09 694 | 5.17 668 | |
|
| Weightmod |  | 4.73 276 | 1.47 315 | 4.38 140 | 2.73 114 | 2.87 409 | 10.79 433 | 1.76 270 | 11.42 257 | 9.66 307 | 8.14 291 | 10.48 290 | 9.45 340 | 6.51 364 | 9.57 274 | 3.48 332 | 0.87 611 | 0.25 544 | 0.06 396 | 0.02 273 | 0.55 484 | 0.18 315 |
|
| DFGA-Net |  | 9.06 473 | 3.56 573 | 17.96 617 | 5.71 413 | 3.89 471 | 10.76 430 | 3.08 384 | 25.17 509 | 29.50 561 | 16.21 455 | 18.47 395 | 9.49 341 | 6.31 354 | 15.80 529 | 12.54 555 | 0.05 343 | 0.00 1 | 0.06 396 | 0.09 417 | 1.76 601 | 0.83 533 |
|
| EKT-Stereo |  | 5.73 336 | 1.42 299 | 7.85 352 | 7.16 523 | 5.35 576 | 5.22 241 | 4.41 440 | 18.13 412 | 14.05 373 | 8.77 308 | 12.85 326 | 9.55 342 | 4.26 232 | 11.19 352 | 2.45 263 | 0.45 538 | 0.23 525 | 0.07 408 | 0.10 429 | 0.16 251 | 0.87 541 |
|
| SMOE |  | 5.86 341 | 1.15 203 | 5.68 247 | 4.41 296 | 0.90 193 | 13.49 491 | 6.83 533 | 17.46 393 | 11.25 332 | 11.53 344 | 14.89 345 | 9.61 343 | 7.48 391 | 6.40 143 | 2.77 284 | 0.23 466 | 0.01 52 | 2.36 666 | 0.05 356 | 0.45 434 | 0.34 423 |
|
| WCG-NET(raft) |  | 4.57 267 | 1.16 205 | 6.01 264 | 2.95 145 | 0.19 13 | 5.09 235 | 2.01 313 | 10.28 234 | 15.34 394 | 8.64 306 | 11.43 308 | 9.63 344 | 5.06 294 | 10.96 334 | 2.19 244 | 0.00 1 | 0.13 434 | 0.00 1 | 0.01 227 | 0.14 232 | 0.12 238 |
|
| Lsterematch |  | 6.44 369 | 1.75 428 | 6.90 308 | 3.57 218 | 0.63 130 | 8.44 395 | 1.54 211 | 12.51 277 | 16.89 419 | 16.22 456 | 25.52 493 | 9.64 345 | 4.42 238 | 12.06 404 | 7.98 485 | 0.00 1 | 0.04 186 | 0.00 1 | 0.00 1 | 0.29 344 | 0.31 413 |
|
| Occ-G |  | 3.68 228 | 1.07 170 | 4.68 155 | 3.11 162 | 1.26 243 | 3.63 108 | 6.75 531 | 7.88 158 | 4.90 184 | 4.37 220 | 8.36 249 | 9.68 346 | 4.39 237 | 9.65 276 | 3.23 322 | 0.00 1 | 0.11 405 | 0.00 1 | 0.19 485 | 0.19 270 | 0.07 173 |
|
| RT-Monster |  | 5.07 285 | 1.10 182 | 4.69 157 | 3.44 195 | 4.24 495 | 5.19 240 | 0.81 131 | 12.47 274 | 19.77 455 | 13.38 392 | 13.37 332 | 9.84 347 | 3.27 188 | 7.69 190 | 1.91 209 | 0.04 315 | 0.08 341 | 0.00 1 | 0.00 1 | 0.05 110 | 0.12 238 |
|
| raft+_RVC |  | 6.69 381 | 1.61 381 | 5.57 240 | 6.37 470 | 4.62 527 | 6.51 345 | 6.18 504 | 20.39 454 | 23.38 500 | 10.62 335 | 17.82 381 | 9.89 348 | 5.65 321 | 10.70 316 | 3.67 343 | 0.00 1 | 0.14 451 | 0.00 1 | 0.00 1 | 0.34 389 | 0.27 392 |
|
| DF |  | 3.48 211 | 1.24 237 | 6.65 289 | 4.11 262 | 1.07 214 | 4.50 159 | 1.71 255 | 8.04 166 | 4.39 167 | 3.91 205 | 9.37 265 | 9.95 349 | 1.48 101 | 9.73 281 | 2.61 272 | 0.01 163 | 0.22 517 | 0.00 1 | 0.33 564 | 0.06 118 | 0.16 296 |
|
| anonymousdsp2 |  | 5.93 345 | 1.54 349 | 8.34 378 | 4.43 301 | 0.38 71 | 9.24 406 | 4.11 427 | 21.92 475 | 17.36 426 | 12.28 355 | 10.08 278 | 10.05 350 | 4.42 238 | 11.04 337 | 2.54 268 | 0.01 163 | 0.02 116 | 0.30 556 | 0.18 472 | 0.21 279 | 0.18 315 |
|
| DN |  | 3.83 237 | 1.19 218 | 4.90 172 | 4.27 283 | 3.75 465 | 6.26 331 | 0.71 120 | 11.51 258 | 11.19 331 | 3.90 202 | 5.72 209 | 10.08 351 | 2.26 147 | 7.28 174 | 1.96 214 | 0.00 1 | 0.20 499 | 0.32 558 | 0.32 559 | 0.32 375 | 0.53 479 |
|
| DRaft |  | 9.27 482 | 1.23 230 | 9.08 431 | 3.62 223 | 0.78 171 | 13.27 486 | 5.89 486 | 16.97 385 | 29.57 563 | 21.15 572 | 38.46 650 | 10.09 352 | 13.98 545 | 11.58 372 | 7.91 483 | 0.43 534 | 0.30 563 | 0.06 396 | 0.26 529 | 0.26 322 | 0.45 462 |
|
| rvit_0105_6 |  | 5.74 338 | 2.76 543 | 14.29 570 | 9.83 607 | 1.73 307 | 5.18 239 | 5.24 465 | 10.21 233 | 20.31 461 | 6.26 266 | 6.78 224 | 10.10 353 | 6.43 358 | 11.20 354 | 3.33 326 | 0.18 433 | 0.29 559 | 0.00 1 | 0.00 1 | 0.51 469 | 0.14 266 |
|
| Reg-Stereo(zero) |  | 4.54 263 | 0.68 35 | 4.39 141 | 3.20 170 | 1.30 247 | 3.29 88 | 0.89 140 | 16.64 381 | 12.89 354 | 10.01 320 | 10.70 295 | 10.29 354 | 4.51 253 | 8.83 245 | 2.63 276 | 0.01 163 | 0.14 451 | 0.00 1 | 0.13 447 | 0.03 62 | 0.17 305 |
|
| MyStereo05 |  | 9.29 483 | 1.76 434 | 8.95 415 | 6.19 460 | 4.40 512 | 7.09 364 | 9.95 591 | 31.21 596 | 40.82 655 | 17.31 486 | 12.93 328 | 10.33 355 | 12.52 515 | 13.93 487 | 7.05 453 | 0.06 364 | 0.10 382 | 0.02 317 | 0.04 326 | 0.73 529 | 0.29 402 |
|
| RALCasStereoNet |  | 5.95 347 | 2.02 488 | 7.09 317 | 7.06 516 | 5.10 553 | 6.36 337 | 5.44 476 | 13.97 327 | 13.25 362 | 9.93 319 | 17.45 377 | 10.37 356 | 3.89 215 | 11.64 380 | 4.24 376 | 0.02 253 | 0.46 605 | 0.10 450 | 0.00 1 | 0.20 274 | 0.31 413 |
|
| DStereoRT |  | 14.31 610 | 2.30 520 | 10.03 487 | 10.45 624 | 5.01 547 | 18.36 589 | 6.38 513 | 27.11 537 | 26.47 542 | 15.77 445 | 24.40 479 | 10.48 357 | 14.62 563 | 17.08 563 | 9.45 518 | 1.32 638 | 0.51 618 | 57.89 753 | 25.93 742 | 0.56 491 | 2.01 615 |
|
| model_zeroshot |  | 5.12 288 | 1.53 344 | 9.70 469 | 5.33 384 | 1.54 285 | 8.71 398 | 2.23 330 | 15.60 359 | 8.29 283 | 13.74 397 | 10.02 275 | 10.57 358 | 2.97 176 | 8.47 220 | 2.61 272 | 0.02 253 | 0.18 485 | 0.14 484 | 0.25 523 | 0.06 118 | 0.34 423 |
|
| TRStereo |  | 6.22 362 | 6.09 625 | 11.30 512 | 9.19 586 | 7.41 646 | 4.75 195 | 1.74 261 | 19.70 439 | 11.74 334 | 10.61 333 | 8.65 251 | 10.67 359 | 3.22 186 | 13.81 486 | 3.60 337 | 0.31 496 | 0.23 525 | 0.12 467 | 0.36 572 | 0.48 451 | 0.38 436 |
|
| HHNet |  | 7.39 416 | 1.75 428 | 7.24 323 | 3.26 177 | 3.18 429 | 5.04 231 | 6.40 514 | 19.04 429 | 15.70 403 | 20.71 561 | 32.13 591 | 10.69 360 | 5.91 329 | 10.45 305 | 4.60 388 | 0.40 527 | 0.07 303 | 0.21 522 | 0.13 447 | 0.54 480 | 0.41 447 |
|
| AE-Stereo |  | 5.15 289 | 1.56 362 | 7.99 363 | 8.70 573 | 2.18 358 | 9.12 404 | 3.02 382 | 11.78 261 | 13.30 364 | 4.34 218 | 12.84 325 | 10.83 361 | 4.53 254 | 8.71 236 | 2.82 289 | 0.04 315 | 0.44 598 | 0.05 373 | 0.33 564 | 0.20 274 | 0.17 305 |
|
| DIP-Stereo |  | 6.74 386 | 1.93 468 | 10.02 486 | 4.28 285 | 1.64 298 | 13.54 492 | 1.52 206 | 15.16 346 | 6.63 236 | 14.30 408 | 26.81 510 | 10.90 362 | 5.19 300 | 14.78 509 | 7.56 468 | 0.00 1 | 0.06 273 | 0.05 373 | 0.00 1 | 0.17 262 | 0.17 305 |
| Zihua Zheng, Ni Nie, Zhi Ling, Pengfei Xiong, Jiangyu Liu, Hao Wang, Jiankun Li: DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow. cvpr2022 |
| IGEV-FE |  | 5.28 300 | 2.03 491 | 14.26 568 | 6.10 454 | 1.33 258 | 4.32 146 | 1.03 155 | 14.46 329 | 6.50 231 | 13.33 390 | 11.86 312 | 11.00 363 | 3.47 198 | 10.71 318 | 3.65 341 | 0.03 294 | 0.22 517 | 0.15 491 | 0.26 529 | 0.80 540 | 0.20 337 |
|
| IGEV_Zeroshot_test |  | 5.28 300 | 2.03 491 | 14.26 568 | 6.09 451 | 1.33 258 | 4.32 146 | 1.03 155 | 14.46 329 | 6.50 231 | 13.33 390 | 11.89 313 | 11.01 364 | 3.45 195 | 10.71 318 | 3.64 339 | 0.03 294 | 0.22 517 | 0.15 491 | 0.26 529 | 0.80 540 | 0.20 337 |
|
| RAFT-RH_RVC |  | 7.73 430 | 1.25 240 | 6.99 312 | 4.83 326 | 0.90 193 | 11.76 453 | 1.53 209 | 13.00 296 | 14.43 380 | 17.51 492 | 46.41 697 | 11.02 365 | 6.30 353 | 12.68 440 | 4.93 403 | 0.51 553 | 0.04 186 | 0.12 467 | 0.13 447 | 0.09 174 | 0.09 195 |
|
| StereoVision |  | 7.21 414 | 2.17 508 | 9.29 442 | 9.43 590 | 3.91 475 | 5.09 235 | 1.91 299 | 20.04 445 | 17.37 427 | 8.57 305 | 29.59 546 | 11.08 366 | 6.76 376 | 12.44 426 | 4.71 390 | 0.54 557 | 0.05 233 | 0.16 499 | 0.03 302 | 0.82 542 | 0.30 405 |
|
| CRE-IMP |  | 5.53 317 | 1.63 392 | 9.62 458 | 5.65 402 | 0.48 98 | 7.02 363 | 1.70 242 | 11.84 262 | 8.33 285 | 12.99 382 | 16.02 359 | 11.08 366 | 6.23 347 | 12.06 404 | 5.06 406 | 0.28 489 | 0.07 303 | 0.09 431 | 0.00 1 | 0.24 305 | 0.21 349 |
|
| SFCPSM |  | 8.85 467 | 1.40 294 | 11.34 513 | 5.23 377 | 3.47 449 | 16.55 568 | 7.18 546 | 30.71 590 | 25.24 526 | 16.45 463 | 19.45 407 | 11.10 368 | 9.61 444 | 11.88 391 | 5.52 423 | 0.22 456 | 0.17 476 | 0.36 565 | 0.22 498 | 0.29 344 | 0.58 493 |
|
| test-1 |  | 5.62 332 | 1.53 344 | 14.78 579 | 7.44 534 | 1.11 219 | 7.99 386 | 1.19 164 | 13.03 297 | 12.04 340 | 9.39 314 | 15.23 350 | 11.15 369 | 5.56 315 | 7.06 169 | 3.57 334 | 0.07 375 | 0.50 614 | 0.00 1 | 0.10 429 | 0.16 251 | 0.47 465 |
|
| 11t1 |  | 5.86 341 | 1.10 182 | 7.74 350 | 5.18 367 | 1.44 270 | 13.82 498 | 2.36 338 | 14.92 341 | 7.26 260 | 12.98 381 | 11.10 302 | 11.24 370 | 9.30 435 | 11.59 375 | 6.54 442 | 0.10 392 | 0.16 469 | 0.00 1 | 0.01 227 | 0.18 266 | 0.23 368 |
|
| PStereo |  | 11.80 566 | 21.18 718 | 5.14 191 | 4.07 255 | 1.27 244 | 10.57 425 | 8.37 565 | 16.06 371 | 37.64 638 | 11.94 349 | 1.56 64 | 11.27 371 | 10.54 462 | 24.16 641 | 33.61 696 | 10.87 721 | 1.46 670 | 1.51 649 | 0.88 632 | 14.24 717 | 9.68 711 |
|
| FE-Mocha |  | 4.54 263 | 2.08 497 | 9.99 481 | 4.36 294 | 2.16 357 | 4.76 198 | 0.81 131 | 13.59 313 | 4.81 179 | 13.39 393 | 11.04 301 | 11.38 372 | 3.45 195 | 5.97 132 | 2.12 240 | 0.03 294 | 0.14 451 | 0.14 484 | 0.38 579 | 0.12 216 | 0.18 315 |
|
| Sa-1000 |  | 8.38 454 | 1.50 335 | 8.13 370 | 7.56 541 | 0.89 190 | 14.39 510 | 2.47 349 | 24.31 502 | 23.74 509 | 15.18 432 | 28.35 528 | 11.42 373 | 8.85 426 | 16.20 548 | 3.28 324 | 0.17 430 | 0.23 525 | 0.15 491 | 0.23 507 | 0.46 440 | 0.19 332 |
|
| NRIStereo |  | 5.73 336 | 1.67 402 | 8.42 386 | 5.72 414 | 0.41 76 | 6.71 353 | 2.60 359 | 14.73 338 | 10.71 325 | 12.39 357 | 15.07 347 | 11.58 374 | 6.23 347 | 12.06 404 | 4.78 393 | 0.61 570 | 0.17 476 | 0.11 463 | 0.00 1 | 0.28 336 | 0.27 392 |
|
| Selective-RAFT |  | 5.78 340 | 0.83 83 | 10.24 490 | 6.70 498 | 0.72 161 | 15.49 538 | 1.13 160 | 13.82 326 | 15.41 395 | 6.97 282 | 6.97 233 | 11.63 375 | 8.27 413 | 12.32 419 | 4.73 391 | 0.10 392 | 0.01 52 | 0.00 1 | 0.26 529 | 0.07 143 | 0.03 72 |
|
| cross-raft |  | 5.37 307 | 1.23 230 | 6.66 291 | 5.91 433 | 1.25 241 | 6.00 313 | 1.48 194 | 15.82 366 | 7.70 269 | 12.95 379 | 20.80 434 | 11.63 375 | 4.42 238 | 8.59 225 | 2.23 248 | 0.01 163 | 0.21 507 | 0.00 1 | 0.22 498 | 0.21 279 | 0.10 208 |
|
| DCRE |  | 6.07 358 | 1.75 428 | 8.41 385 | 7.20 524 | 3.82 470 | 6.48 342 | 4.18 435 | 15.52 356 | 10.42 319 | 9.24 312 | 22.47 463 | 11.71 377 | 5.46 309 | 10.62 311 | 3.02 303 | 0.02 253 | 0.26 548 | 0.05 373 | 0.30 551 | 0.15 240 | 0.24 375 |
|
| RAFT-Test |  | 5.75 339 | 1.32 266 | 6.77 301 | 4.07 255 | 1.71 305 | 9.95 411 | 1.56 217 | 15.78 365 | 8.34 287 | 12.73 374 | 23.83 475 | 11.80 378 | 4.69 265 | 8.99 253 | 2.57 269 | 0.01 163 | 0.29 559 | 0.00 1 | 0.38 579 | 0.16 251 | 0.07 173 |
|
| NF-Stereo |  | 6.72 383 | 1.59 372 | 8.93 411 | 6.60 491 | 0.73 166 | 6.27 332 | 3.38 398 | 20.21 453 | 18.01 437 | 13.22 388 | 19.46 409 | 11.82 379 | 6.16 343 | 12.39 423 | 4.74 392 | 0.33 499 | 0.06 273 | 0.20 517 | 0.23 507 | 0.08 161 | 0.05 138 |
|
| CFNet-RSSM |  | 5.55 323 | 1.08 173 | 8.60 401 | 4.30 290 | 1.21 237 | 6.42 341 | 1.25 170 | 16.12 374 | 17.84 434 | 13.12 383 | 11.14 303 | 11.84 380 | 5.52 312 | 9.14 260 | 2.35 254 | 0.01 163 | 0.20 499 | 0.00 1 | 0.36 572 | 0.34 389 | 0.07 173 |
|
| DEmStereo |  | 8.85 467 | 1.36 279 | 9.99 481 | 4.24 276 | 1.05 212 | 11.49 449 | 5.91 487 | 13.76 322 | 26.68 543 | 22.03 582 | 32.92 602 | 11.86 381 | 15.27 577 | 11.48 364 | 8.08 491 | 0.16 426 | 0.15 458 | 0.02 317 | 0.09 417 | 0.09 174 | 0.44 457 |
|
| Hybrid-DGEV-2 |  | 8.17 447 | 2.51 534 | 8.34 378 | 8.55 571 | 1.17 232 | 11.10 444 | 1.08 157 | 30.90 592 | 27.91 552 | 12.92 377 | 15.67 353 | 11.91 382 | 14.50 560 | 11.71 382 | 4.55 385 | 0.05 343 | 0.08 341 | 0.00 1 | 0.05 356 | 0.28 336 | 0.13 255 |
|
| RE-Stereo |  | 6.73 384 | 1.58 369 | 8.94 413 | 6.59 488 | 0.71 152 | 6.27 332 | 3.51 403 | 20.20 447 | 17.99 435 | 13.21 385 | 19.46 409 | 11.94 383 | 6.20 345 | 12.34 420 | 4.79 396 | 0.34 503 | 0.05 233 | 0.20 517 | 0.23 507 | 0.09 174 | 0.05 138 |
|
| TVStereo |  | 6.73 384 | 1.58 369 | 8.94 413 | 6.59 488 | 0.71 152 | 6.27 332 | 3.51 403 | 20.20 447 | 17.99 435 | 13.21 385 | 19.46 409 | 11.94 383 | 6.20 345 | 12.34 420 | 4.79 396 | 0.34 503 | 0.05 233 | 0.20 517 | 0.23 507 | 0.09 174 | 0.05 138 |
|
| Prome-Stereo |  | 8.10 443 | 1.28 250 | 5.48 226 | 6.50 480 | 1.51 279 | 6.70 352 | 9.42 581 | 21.08 460 | 9.13 300 | 20.88 562 | 32.84 600 | 11.95 385 | 11.86 498 | 11.75 387 | 3.97 365 | 0.01 163 | 0.02 116 | 0.18 506 | 0.12 442 | 0.41 422 | 7.01 689 |
|
| RAFT-Stereo + iAFF |  | 5.48 313 | 1.66 399 | 7.56 337 | 3.49 204 | 0.40 73 | 2.75 56 | 0.67 113 | 16.07 372 | 14.76 384 | 12.27 353 | 18.67 397 | 11.95 385 | 8.08 409 | 7.84 198 | 2.89 291 | 0.01 163 | 0.06 273 | 0.00 1 | 0.00 1 | 0.37 404 | 0.04 106 |
|
| MyStereo04 |  | 9.24 478 | 1.92 465 | 8.78 407 | 6.09 451 | 4.31 504 | 6.54 346 | 9.96 593 | 32.24 616 | 41.99 663 | 14.26 407 | 11.98 316 | 12.00 387 | 12.01 502 | 13.93 487 | 7.53 465 | 0.06 364 | 0.10 382 | 0.03 337 | 0.04 326 | 0.63 508 | 0.30 405 |
|
| R-Stereo Train |  | 7.04 405 | 1.34 274 | 7.89 355 | 6.23 462 | 2.30 367 | 7.51 374 | 5.54 478 | 23.96 493 | 6.94 243 | 16.26 458 | 33.57 614 | 12.04 388 | 5.61 316 | 7.67 188 | 3.74 347 | 0.01 163 | 0.05 233 | 0.01 282 | 0.00 1 | 0.10 198 | 0.12 238 |
|
| RAFT-Stereo |   | 7.04 405 | 1.34 274 | 7.89 355 | 6.23 462 | 2.30 367 | 7.51 374 | 5.54 478 | 23.96 493 | 6.94 243 | 16.26 458 | 33.57 614 | 12.04 388 | 5.61 316 | 7.67 188 | 3.74 347 | 0.01 163 | 0.05 233 | 0.01 282 | 0.00 1 | 0.10 198 | 0.12 238 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| RAFT-Stereo-weight |  | 5.07 285 | 0.93 125 | 5.57 240 | 4.24 276 | 0.72 161 | 6.05 323 | 1.63 228 | 17.77 400 | 17.16 421 | 10.99 339 | 10.22 283 | 12.06 390 | 1.67 112 | 9.25 263 | 2.69 279 | 0.06 364 | 0.11 405 | 0.00 1 | 0.00 1 | 0.15 240 | 0.12 238 |
|
| OCTAStereo |  | 6.74 386 | 1.59 372 | 8.96 418 | 6.60 491 | 0.72 161 | 6.25 329 | 3.50 401 | 20.20 447 | 18.03 438 | 13.21 385 | 19.45 407 | 12.07 391 | 6.16 343 | 12.36 422 | 4.78 393 | 0.35 506 | 0.06 273 | 0.20 517 | 0.23 507 | 0.09 174 | 0.05 138 |
|
| MyStereo8 |  | 7.13 408 | 2.48 529 | 10.86 506 | 6.81 506 | 4.98 543 | 10.73 429 | 1.42 189 | 14.58 335 | 9.73 308 | 15.75 443 | 23.16 469 | 12.17 392 | 7.96 406 | 9.85 285 | 10.21 531 | 0.04 315 | 0.19 493 | 0.08 419 | 0.21 495 | 0.58 497 | 0.82 532 |
|
| AnonStereo |  | 4.64 270 | 1.11 185 | 6.69 292 | 4.33 293 | 3.39 440 | 4.76 198 | 1.81 283 | 15.66 361 | 9.61 306 | 8.36 297 | 5.92 212 | 12.23 393 | 5.00 290 | 10.67 314 | 2.11 236 | 0.00 1 | 0.05 233 | 0.03 337 | 0.04 326 | 0.83 544 | 0.10 208 |
|
| TestStereo_HL3 |  | 6.76 389 | 1.13 193 | 9.61 457 | 3.71 231 | 1.99 342 | 10.46 420 | 6.01 498 | 13.68 315 | 8.31 284 | 12.97 380 | 33.03 605 | 12.44 394 | 8.03 408 | 11.04 337 | 2.39 256 | 0.11 400 | 0.05 233 | 0.01 282 | 0.01 227 | 0.09 174 | 0.06 155 |
|
| DeepStereo_RVC |  | 5.65 333 | 1.65 395 | 9.06 430 | 5.21 373 | 0.56 115 | 5.55 268 | 1.84 288 | 12.16 268 | 7.22 257 | 13.94 399 | 14.96 346 | 12.58 395 | 10.27 457 | 11.25 356 | 5.81 429 | 0.39 524 | 0.10 382 | 0.11 463 | 0.00 1 | 0.18 266 | 0.22 357 |
|
| rvit_0105_4 |  | 6.69 381 | 2.81 545 | 15.46 585 | 10.22 619 | 1.58 286 | 5.99 311 | 5.81 485 | 13.77 323 | 23.65 505 | 7.16 284 | 9.46 267 | 12.64 396 | 7.78 400 | 12.03 397 | 3.83 355 | 0.19 437 | 0.47 607 | 0.00 1 | 0.01 227 | 0.60 500 | 0.37 433 |
|
| knoymous |  | 6.19 361 | 1.49 329 | 4.49 145 | 3.81 241 | 1.87 329 | 5.84 297 | 5.76 484 | 14.51 331 | 14.18 376 | 13.31 389 | 21.59 448 | 12.64 396 | 6.49 361 | 12.41 425 | 4.03 370 | 0.12 406 | 0.13 434 | 0.12 467 | 0.00 1 | 0.71 524 | 0.35 429 |
|
| monster_256*512 |  | 5.59 329 | 1.48 322 | 5.42 217 | 5.24 378 | 3.41 441 | 5.27 246 | 3.69 414 | 24.08 498 | 13.24 361 | 7.52 287 | 10.58 291 | 12.66 398 | 7.73 397 | 7.05 168 | 3.68 344 | 0.02 253 | 0.00 1 | 0.00 1 | 0.01 227 | 0.35 393 | 0.40 446 |
|
| RALAANet |  | 6.49 372 | 2.49 531 | 9.69 468 | 7.09 517 | 4.98 543 | 6.23 328 | 1.68 237 | 19.90 444 | 14.26 377 | 15.04 423 | 14.56 339 | 12.69 399 | 4.38 236 | 12.91 454 | 3.07 309 | 0.02 253 | 0.07 303 | 0.00 1 | 0.10 429 | 0.51 469 | 0.15 287 |
|
| Gwc-CoAtRS |  | 5.54 320 | 1.22 225 | 8.40 384 | 4.28 285 | 1.36 267 | 6.93 360 | 1.31 176 | 15.48 354 | 15.03 386 | 12.62 371 | 13.32 330 | 12.74 400 | 5.71 323 | 8.61 226 | 2.98 299 | 0.01 163 | 0.22 517 | 0.00 1 | 0.29 543 | 0.28 336 | 0.07 173 |
|
| DisPM |  | 6.43 368 | 1.31 262 | 8.36 380 | 6.61 493 | 1.06 213 | 5.83 295 | 3.82 419 | 13.04 298 | 11.63 333 | 16.38 461 | 23.88 477 | 12.80 401 | 6.50 362 | 13.03 464 | 3.04 305 | 0.51 553 | 0.01 52 | 0.08 419 | 0.15 462 | 0.10 198 | 0.42 450 |
|
| RAFT-IKP |  | 5.53 317 | 1.74 419 | 8.95 415 | 5.09 349 | 0.41 76 | 5.45 257 | 2.08 319 | 12.52 279 | 7.00 246 | 12.52 360 | 18.13 389 | 12.93 402 | 6.79 378 | 11.59 375 | 3.99 366 | 0.80 598 | 0.09 360 | 0.09 431 | 0.00 1 | 0.22 283 | 0.22 357 |
|
| PSM-adaLoss |  | 5.50 316 | 1.74 419 | 9.03 428 | 5.09 349 | 0.42 81 | 5.66 281 | 1.98 310 | 12.50 275 | 7.01 251 | 12.52 360 | 18.13 389 | 12.96 403 | 6.77 377 | 11.11 343 | 3.83 355 | 0.72 583 | 0.09 360 | 0.09 431 | 0.00 1 | 0.22 283 | 0.22 357 |
|
| ROB_FTStereo_v2 |  | 5.53 317 | 1.74 419 | 8.97 420 | 5.09 349 | 0.42 81 | 5.64 275 | 2.02 314 | 12.50 275 | 7.00 246 | 12.51 359 | 18.10 386 | 12.99 404 | 6.72 370 | 11.50 366 | 4.04 371 | 0.70 579 | 0.09 360 | 0.09 431 | 0.00 1 | 0.22 283 | 0.23 368 |
|
| PSM-softLoss |  | 6.61 377 | 1.60 376 | 9.42 450 | 6.48 478 | 0.88 187 | 5.65 276 | 2.04 316 | 22.64 480 | 8.77 291 | 13.95 400 | 22.11 459 | 13.01 405 | 5.22 302 | 12.73 444 | 6.05 432 | 0.49 547 | 0.06 273 | 0.27 540 | 0.56 614 | 0.16 251 | 0.06 155 |
|
| KMStereo |  | 6.61 377 | 1.60 376 | 9.42 450 | 6.48 478 | 0.88 187 | 5.65 276 | 2.04 316 | 22.64 480 | 8.77 291 | 13.95 400 | 22.11 459 | 13.01 405 | 5.22 302 | 12.73 444 | 6.05 432 | 0.49 547 | 0.06 273 | 0.27 540 | 0.56 614 | 0.16 251 | 0.06 155 |
|
| Patchmatch Stereo++ |  | 5.56 325 | 1.74 419 | 9.01 423 | 5.09 349 | 0.41 76 | 5.66 281 | 2.40 346 | 12.52 279 | 7.00 246 | 12.52 360 | 18.08 384 | 13.02 407 | 6.74 372 | 11.59 375 | 4.01 368 | 0.78 592 | 0.09 360 | 0.09 431 | 0.00 1 | 0.22 283 | 0.22 357 |
| 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 |
| ROB_FTStereo |  | 5.49 315 | 1.74 419 | 8.96 418 | 5.09 349 | 0.42 81 | 5.65 276 | 1.68 237 | 12.53 282 | 7.00 246 | 12.53 366 | 18.00 383 | 13.02 407 | 6.74 372 | 11.51 367 | 3.81 353 | 0.60 566 | 0.09 360 | 0.09 431 | 0.00 1 | 0.22 283 | 0.22 357 |
|
| iGMRVC |  | 5.54 320 | 1.74 419 | 9.01 423 | 5.09 349 | 0.42 81 | 5.66 281 | 1.81 283 | 12.61 286 | 7.02 252 | 12.52 360 | 18.11 388 | 13.02 407 | 6.64 366 | 11.57 371 | 4.16 372 | 0.82 602 | 0.09 360 | 0.09 431 | 0.00 1 | 0.22 283 | 0.21 349 |
|
| iRAFT |  | 5.56 325 | 1.74 419 | 9.01 423 | 5.09 349 | 0.41 76 | 5.66 281 | 2.40 346 | 12.52 279 | 7.00 246 | 12.52 360 | 18.08 384 | 13.02 407 | 6.74 372 | 11.59 375 | 4.01 368 | 0.78 592 | 0.09 360 | 0.09 431 | 0.00 1 | 0.22 283 | 0.22 357 |
|
| HUI-Stereo |  | 5.48 313 | 1.74 419 | 9.01 423 | 5.08 348 | 0.42 81 | 5.65 276 | 2.77 368 | 12.55 283 | 7.03 253 | 12.54 368 | 18.10 386 | 13.07 411 | 6.71 369 | 9.92 288 | 3.74 347 | 0.61 570 | 0.08 341 | 0.09 431 | 0.00 1 | 0.22 283 | 0.23 368 |
|
| ASMatch |  | 7.40 417 | 1.42 299 | 8.49 393 | 5.09 349 | 2.00 344 | 4.74 193 | 2.62 361 | 16.54 380 | 13.17 358 | 17.08 479 | 34.75 622 | 13.13 412 | 10.33 461 | 12.04 400 | 4.82 398 | 0.05 343 | 0.24 536 | 0.21 522 | 0.17 470 | 0.16 251 | 0.97 552 |
|
| MIM_Stereo |  | 7.02 404 | 1.55 352 | 10.78 503 | 4.17 266 | 0.58 118 | 5.25 244 | 1.32 179 | 19.03 428 | 12.59 349 | 16.74 474 | 28.83 532 | 13.20 413 | 5.53 313 | 12.89 452 | 7.11 454 | 0.00 1 | 0.23 525 | 0.00 1 | 0.01 227 | 0.38 411 | 0.28 397 |
|
| test-3 |  | 5.21 295 | 1.06 163 | 7.71 347 | 4.19 271 | 0.59 121 | 6.72 354 | 3.01 381 | 12.96 293 | 17.49 429 | 12.53 366 | 8.65 251 | 13.20 413 | 4.14 226 | 9.00 255 | 2.11 236 | 0.00 1 | 0.05 233 | 0.00 1 | 0.32 559 | 0.25 311 | 0.18 315 |
|
| test_1 |  | 5.20 293 | 1.06 163 | 7.72 348 | 4.21 273 | 0.59 121 | 6.69 351 | 3.03 383 | 12.98 295 | 17.51 430 | 12.35 356 | 8.66 253 | 13.20 413 | 4.12 224 | 9.00 255 | 2.11 236 | 0.00 1 | 0.05 233 | 0.00 1 | 0.32 559 | 0.25 311 | 0.18 315 |
|
| Any-RAFT |  | 6.04 356 | 1.16 205 | 4.52 147 | 4.47 302 | 1.20 235 | 10.46 420 | 1.97 309 | 21.84 470 | 15.52 400 | 11.21 341 | 19.37 405 | 13.34 416 | 4.72 272 | 8.65 232 | 2.03 225 | 0.01 163 | 0.19 493 | 0.00 1 | 0.00 1 | 0.04 93 | 0.08 188 |
|
| CrosDoStereo |  | 9.24 478 | 1.29 254 | 8.16 374 | 4.56 310 | 1.04 209 | 7.52 376 | 15.00 662 | 15.85 367 | 24.31 516 | 24.27 604 | 33.44 611 | 13.37 417 | 13.82 539 | 12.23 415 | 8.86 509 | 0.01 163 | 0.11 405 | 0.09 431 | 0.04 326 | 0.36 396 | 0.53 479 |
|
| DeepStereo_LL |  | 9.24 478 | 1.29 254 | 8.16 374 | 4.56 310 | 1.04 209 | 7.52 376 | 15.00 662 | 15.85 367 | 24.31 516 | 24.27 604 | 33.44 611 | 13.37 417 | 13.82 539 | 12.23 415 | 8.86 509 | 0.01 163 | 0.11 405 | 0.09 431 | 0.04 326 | 0.36 396 | 0.53 479 |
|
| UDGNet |  | 10.05 517 | 13.89 692 | 10.00 485 | 9.36 589 | 2.69 396 | 7.82 382 | 1.88 293 | 18.86 426 | 34.64 617 | 17.52 493 | 13.70 333 | 13.40 419 | 7.18 386 | 13.01 461 | 6.30 441 | 5.30 692 | 0.08 341 | 12.57 719 | 2.80 682 | 8.19 689 | 1.71 604 |
|
| FADNet_RVC |  | 11.94 568 | 5.17 610 | 39.74 691 | 6.44 477 | 3.46 448 | 11.42 448 | 4.17 432 | 29.16 566 | 26.89 545 | 17.97 501 | 25.96 495 | 13.41 420 | 15.67 582 | 15.84 532 | 13.54 567 | 0.90 615 | 0.75 642 | 0.55 585 | 1.20 656 | 3.65 649 | 2.85 636 |
|
| iRaft-Stereo_20w |  | 6.06 357 | 1.84 452 | 12.04 527 | 4.23 274 | 1.67 301 | 6.77 357 | 2.22 329 | 18.73 422 | 6.08 222 | 14.72 413 | 10.33 285 | 13.42 421 | 8.14 410 | 15.88 533 | 3.08 312 | 0.01 163 | 0.24 536 | 0.13 479 | 0.39 582 | 0.61 502 | 0.71 518 |
|
| MSKI-zero shot |  | 4.76 278 | 1.56 362 | 5.98 262 | 5.14 360 | 1.13 223 | 6.55 348 | 1.55 213 | 12.76 289 | 8.06 275 | 10.44 331 | 11.50 309 | 13.47 422 | 2.38 151 | 12.07 407 | 1.90 207 | 0.01 163 | 0.20 499 | 0.02 317 | 0.29 543 | 0.14 232 | 0.14 266 |
|
| CASS |  | 8.15 446 | 1.67 402 | 7.68 345 | 8.25 565 | 1.52 280 | 14.39 510 | 2.72 365 | 22.65 482 | 17.23 423 | 15.42 436 | 22.68 465 | 13.47 422 | 11.87 499 | 12.44 426 | 6.07 435 | 0.96 620 | 0.05 233 | 0.12 467 | 0.01 227 | 0.71 524 | 3.14 647 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| SDNR |  | 16.15 623 | 5.23 612 | 28.92 664 | 5.73 415 | 6.05 611 | 56.85 738 | 3.26 387 | 23.18 489 | 29.73 566 | 20.62 558 | 36.48 632 | 13.59 424 | 16.97 599 | 18.43 579 | 13.44 566 | 10.56 720 | 13.84 738 | 3.10 677 | 0.44 598 | 7.80 683 | 8.81 704 |
|
| XX-Stereo |  | 6.14 359 | 1.47 315 | 9.11 433 | 11.87 658 | 6.76 628 | 3.27 86 | 0.93 144 | 15.13 345 | 5.43 206 | 8.79 310 | 28.46 529 | 13.71 425 | 2.22 141 | 11.51 367 | 2.07 229 | 0.20 445 | 0.24 536 | 0.08 419 | 0.29 543 | 1.04 561 | 0.13 255 |
|
| PSi22 |  | 4.19 255 | 1.37 282 | 4.15 128 | 3.83 243 | 0.37 66 | 4.56 164 | 0.25 76 | 7.21 135 | 15.42 396 | 4.31 215 | 6.96 232 | 13.76 426 | 5.93 330 | 13.23 469 | 1.88 205 | 0.00 1 | 0.02 116 | 0.00 1 | 0.00 1 | 0.37 404 | 0.20 337 |
|
| GwcNet-ADL |  | 8.48 455 | 1.70 412 | 9.38 448 | 7.10 519 | 2.78 405 | 6.74 356 | 6.57 524 | 30.15 579 | 26.01 537 | 15.15 430 | 17.77 380 | 13.93 427 | 6.96 381 | 12.96 457 | 9.91 523 | 0.48 546 | 0.72 638 | 0.01 282 | 0.01 227 | 0.51 469 | 0.84 535 |
|
| test_3 |  | 5.55 323 | 1.02 150 | 8.07 368 | 6.18 459 | 0.54 111 | 9.00 400 | 3.28 388 | 13.55 312 | 18.66 445 | 11.97 350 | 8.89 256 | 13.98 428 | 4.05 222 | 8.96 251 | 2.10 235 | 0.00 1 | 0.05 233 | 0.00 1 | 0.31 556 | 0.26 322 | 0.18 315 |
|
| Hybrid-DGEV-03 |  | 6.90 396 | 1.58 369 | 5.75 251 | 6.11 455 | 1.20 235 | 11.62 451 | 2.60 359 | 13.70 318 | 14.15 375 | 16.58 468 | 29.44 543 | 14.00 429 | 5.86 328 | 10.87 331 | 3.69 345 | 0.00 1 | 0.07 303 | 0.13 479 | 0.00 1 | 0.35 393 | 0.28 397 |
|
| PSM-AAD |  | 8.62 461 | 1.22 225 | 5.69 248 | 6.31 468 | 1.12 221 | 12.74 475 | 10.01 595 | 19.29 434 | 15.25 391 | 21.54 577 | 25.11 487 | 14.24 430 | 13.47 531 | 12.15 412 | 3.93 362 | 0.01 163 | 0.06 273 | 2.48 668 | 0.16 465 | 0.38 411 | 7.28 695 |
|
| 111 |  | 7.26 415 | 1.65 395 | 7.28 325 | 3.56 212 | 0.32 42 | 10.76 430 | 3.53 406 | 20.55 456 | 27.51 551 | 10.07 322 | 16.62 369 | 14.30 431 | 9.53 443 | 12.02 396 | 5.87 430 | 0.14 414 | 0.01 52 | 0.00 1 | 0.00 1 | 0.31 365 | 1.14 572 |
|
| THIR-Stereo |  | 9.38 488 | 1.78 443 | 8.50 394 | 4.74 319 | 0.71 152 | 15.92 545 | 11.93 631 | 16.39 376 | 21.56 478 | 24.27 604 | 32.07 589 | 14.40 432 | 14.14 549 | 11.49 365 | 8.39 499 | 0.05 343 | 0.25 544 | 0.10 450 | 0.05 356 | 0.33 383 | 0.58 493 |
|
| FENet |  | 7.94 437 | 1.01 147 | 6.72 293 | 5.87 427 | 2.07 349 | 11.11 445 | 2.03 315 | 21.39 463 | 20.81 466 | 17.14 482 | 22.65 464 | 14.43 433 | 11.54 492 | 12.97 458 | 7.89 482 | 0.15 423 | 0.24 536 | 0.03 337 | 0.02 273 | 0.14 232 | 0.62 499 |
|
| zzzzzzz1 |  | 8.07 442 | 7.41 646 | 19.27 629 | 5.70 408 | 5.22 561 | 7.73 381 | 3.29 390 | 19.54 438 | 18.81 448 | 10.22 327 | 16.45 367 | 14.44 434 | 9.67 445 | 12.40 424 | 7.55 467 | 0.94 616 | 0.27 552 | 0.00 1 | 0.06 379 | 1.62 592 | 0.87 541 |
|
| BUS |  | 9.20 476 | 1.48 322 | 7.93 357 | 6.74 501 | 3.96 476 | 17.62 585 | 2.79 370 | 33.06 625 | 21.58 479 | 17.99 502 | 21.34 442 | 14.49 435 | 9.40 440 | 14.18 492 | 10.57 535 | 0.19 437 | 0.13 434 | 0.14 484 | 0.04 326 | 0.30 353 | 0.09 195 |
|
| NINENet |  | 10.74 541 | 2.29 519 | 10.44 494 | 8.03 557 | 5.09 551 | 17.62 585 | 2.79 370 | 38.69 683 | 33.24 606 | 18.35 515 | 26.31 503 | 14.49 435 | 9.40 440 | 15.88 533 | 10.57 535 | 0.41 529 | 0.21 507 | 0.29 552 | 0.00 1 | 0.42 426 | 0.23 368 |
|
| PFNet+ |  | 6.68 379 | 1.40 294 | 9.60 456 | 5.64 401 | 0.85 182 | 5.79 294 | 1.74 261 | 13.63 314 | 15.30 392 | 17.88 499 | 21.38 445 | 14.52 437 | 6.07 338 | 12.74 446 | 4.89 401 | 0.63 575 | 0.20 499 | 0.11 463 | 0.30 551 | 0.05 110 | 0.91 548 |
|
| HITNet |  | 7.83 433 | 2.93 553 | 8.39 382 | 4.76 323 | 1.48 275 | 12.75 476 | 4.64 449 | 20.97 458 | 14.37 379 | 15.14 429 | 22.15 461 | 14.57 438 | 10.62 463 | 14.38 500 | 8.14 492 | 0.04 315 | 0.01 52 | 0.48 577 | 0.02 273 | 0.57 493 | 0.10 208 |
| 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 |
| LMCR-Stereo |   | 10.75 542 | 4.13 590 | 10.67 499 | 13.11 667 | 3.99 481 | 16.68 571 | 5.91 487 | 25.30 511 | 22.69 494 | 22.04 583 | 21.80 451 | 14.67 439 | 14.24 552 | 20.55 619 | 15.86 588 | 1.90 650 | 0.04 186 | 0.00 1 | 0.02 273 | 1.29 579 | 0.18 315 |
|
| CoDeX |  | 9.24 478 | 1.77 440 | 9.54 454 | 6.08 450 | 3.79 468 | 16.45 565 | 6.76 532 | 26.15 526 | 25.03 524 | 17.18 483 | 25.12 488 | 14.69 440 | 11.68 496 | 12.22 414 | 6.71 446 | 0.30 493 | 0.20 499 | 0.15 491 | 0.02 273 | 0.23 298 | 0.68 511 |
|
| rvit_0105_5 |  | 7.60 422 | 3.13 563 | 16.37 599 | 9.97 612 | 1.59 288 | 7.41 372 | 6.27 506 | 17.78 401 | 25.62 530 | 10.30 329 | 10.39 286 | 14.79 441 | 8.95 429 | 12.51 435 | 4.87 400 | 0.17 430 | 0.42 591 | 0.00 1 | 0.11 439 | 0.62 505 | 0.71 518 |
|
| LCNet |  | 7.52 421 | 1.23 230 | 5.35 211 | 6.42 475 | 1.29 246 | 9.27 407 | 5.64 481 | 17.85 404 | 10.63 323 | 16.54 467 | 24.54 482 | 14.85 442 | 11.29 482 | 11.74 386 | 3.88 358 | 0.02 253 | 0.02 116 | 0.22 526 | 2.04 673 | 0.90 555 | 6.76 684 |
|
| x |  | 6.80 391 | 1.36 279 | 6.94 310 | 4.58 312 | 1.88 330 | 10.78 432 | 4.55 445 | 19.79 442 | 10.62 322 | 12.69 372 | 19.54 412 | 14.87 443 | 10.11 454 | 9.52 271 | 8.03 489 | 0.07 375 | 0.15 458 | 0.04 362 | 0.04 326 | 0.24 305 | 0.22 357 |
|
| test_sample4 |  | 9.10 474 | 1.65 395 | 9.91 476 | 5.19 370 | 2.57 386 | 16.59 570 | 5.38 470 | 27.37 541 | 19.80 457 | 17.80 496 | 27.52 518 | 15.01 444 | 11.21 480 | 12.69 443 | 8.15 494 | 0.21 450 | 0.07 303 | 0.06 396 | 0.03 302 | 0.43 428 | 0.30 405 |
|
| HH |  | 5.47 310 | 2.08 497 | 9.00 421 | 4.88 333 | 1.07 214 | 4.93 214 | 3.60 412 | 16.68 382 | 6.83 240 | 8.39 300 | 12.14 318 | 15.05 445 | 9.06 430 | 12.68 440 | 1.93 212 | 0.02 253 | 0.17 476 | 0.18 506 | 0.00 1 | 0.28 336 | 0.48 469 |
|
| HanStereo |  | 5.47 310 | 2.08 497 | 9.00 421 | 4.88 333 | 1.07 214 | 4.93 214 | 3.60 412 | 16.68 382 | 6.83 240 | 8.39 300 | 12.14 318 | 15.05 445 | 9.06 430 | 12.68 440 | 1.93 212 | 0.02 253 | 0.17 476 | 0.18 506 | 0.00 1 | 0.28 336 | 0.48 469 |
|
| gwcnet-sp |  | 9.81 507 | 2.82 546 | 13.47 551 | 5.99 441 | 4.27 498 | 16.20 558 | 5.91 487 | 25.55 514 | 24.34 519 | 21.01 565 | 20.69 429 | 15.22 447 | 14.96 569 | 14.50 504 | 9.97 524 | 0.05 343 | 0.15 458 | 0.02 317 | 0.08 401 | 0.49 460 | 0.51 475 |
|
| scenet |  | 9.81 507 | 2.82 546 | 13.47 551 | 5.99 441 | 4.27 498 | 16.20 558 | 5.91 487 | 25.55 514 | 24.34 519 | 21.01 565 | 20.69 429 | 15.22 447 | 14.96 569 | 14.50 504 | 9.97 524 | 0.05 343 | 0.15 458 | 0.02 317 | 0.08 401 | 0.49 460 | 0.51 475 |
|
| ssnet |  | 9.81 507 | 2.82 546 | 13.47 551 | 5.99 441 | 4.27 498 | 16.20 558 | 5.91 487 | 25.55 514 | 24.34 519 | 21.01 565 | 20.69 429 | 15.22 447 | 14.96 569 | 14.50 504 | 9.97 524 | 0.05 343 | 0.15 458 | 0.02 317 | 0.08 401 | 0.49 460 | 0.51 475 |
|
| riskmin |  | 6.42 367 | 1.29 254 | 6.76 300 | 3.95 251 | 2.25 364 | 10.49 422 | 2.53 354 | 15.11 344 | 17.60 431 | 9.77 317 | 12.91 327 | 15.25 450 | 12.04 503 | 11.58 372 | 5.11 407 | 0.14 414 | 0.24 536 | 0.13 479 | 0.03 302 | 0.61 502 | 0.69 513 |
|
| test_5 |  | 8.51 457 | 1.50 335 | 8.19 377 | 11.06 643 | 5.00 546 | 6.91 359 | 5.67 482 | 17.50 394 | 22.09 486 | 16.07 452 | 29.63 547 | 15.28 451 | 10.78 467 | 15.94 538 | 3.65 341 | 0.00 1 | 0.00 1 | 0.26 537 | 0.08 401 | 0.31 365 | 0.35 429 |
|
| AAGNet |  | 7.94 437 | 1.48 322 | 9.34 447 | 7.13 522 | 0.70 147 | 5.85 299 | 5.16 463 | 15.40 353 | 14.01 371 | 20.13 550 | 24.03 478 | 15.28 451 | 11.52 489 | 12.05 401 | 15.47 586 | 0.63 575 | 0.06 273 | 0.32 558 | 0.01 227 | 0.12 216 | 0.09 195 |
|
| PFNet |  | 7.91 435 | 1.44 309 | 11.60 518 | 7.03 513 | 2.42 375 | 7.60 380 | 6.03 499 | 23.36 490 | 17.24 424 | 20.29 553 | 17.67 378 | 15.44 453 | 7.71 396 | 13.02 463 | 5.71 427 | 0.24 472 | 0.20 499 | 0.12 467 | 0.19 485 | 0.31 365 | 0.61 498 |
|
| noway7 |  | 7.40 417 | 6.70 637 | 18.40 621 | 5.73 415 | 3.28 435 | 6.40 340 | 2.10 320 | 27.85 546 | 14.49 381 | 10.18 325 | 10.19 280 | 15.48 454 | 10.32 458 | 8.19 212 | 6.26 438 | 0.08 379 | 0.00 1 | 0.01 282 | 0.00 1 | 1.41 587 | 1.02 561 |
|
| AFF-stereo |  | 6.17 360 | 1.61 381 | 7.02 314 | 4.08 258 | 0.64 132 | 3.53 104 | 0.76 126 | 16.00 370 | 13.14 357 | 12.86 375 | 25.42 491 | 15.67 455 | 7.86 402 | 11.12 344 | 3.21 320 | 0.02 253 | 0.06 273 | 0.00 1 | 0.00 1 | 0.40 419 | 0.08 188 |
|
| H2IRNET |  | 5.89 344 | 1.14 196 | 6.65 289 | 4.13 264 | 2.24 363 | 4.15 132 | 0.73 122 | 12.10 267 | 13.21 359 | 7.09 283 | 20.45 426 | 15.74 456 | 10.74 466 | 10.36 301 | 7.84 480 | 0.06 364 | 0.00 1 | 0.07 408 | 0.53 611 | 0.37 404 | 0.16 296 |
|
| Selective-IGEV-i16pc |  | 10.06 518 | 1.72 415 | 15.71 589 | 5.65 402 | 1.66 299 | 36.81 701 | 11.67 627 | 18.83 425 | 26.73 544 | 10.16 324 | 21.57 446 | 15.78 457 | 7.07 382 | 14.19 495 | 8.16 495 | 2.15 655 | 0.94 656 | 0.26 537 | 0.53 611 | 0.77 538 | 0.87 541 |
|
| HBP-ISP |  | 12.52 583 | 7.82 650 | 8.47 392 | 7.57 542 | 4.27 498 | 12.56 471 | 6.42 515 | 28.68 556 | 29.56 562 | 21.11 570 | 35.69 627 | 15.85 458 | 18.42 620 | 20.44 616 | 11.00 545 | 3.03 672 | 2.63 694 | 7.09 704 | 3.97 693 | 3.58 647 | 2.27 626 |
|
| Pruner-Stereo |  | 6.59 373 | 1.51 338 | 8.71 405 | 6.34 469 | 0.85 182 | 5.66 281 | 4.15 430 | 13.74 321 | 11.02 326 | 18.11 506 | 22.09 457 | 15.86 459 | 5.80 326 | 11.75 387 | 5.15 409 | 0.60 566 | 0.02 116 | 0.18 506 | 0.10 429 | 0.07 143 | 0.16 296 |
|
| LL-Strereo2 |  | 5.54 320 | 2.17 508 | 9.12 434 | 5.65 402 | 2.54 384 | 6.48 342 | 2.27 334 | 15.08 343 | 7.79 271 | 10.99 339 | 10.26 284 | 15.94 460 | 3.50 202 | 13.25 470 | 3.63 338 | 0.00 1 | 0.13 434 | 1.34 646 | 0.10 429 | 0.30 353 | 0.19 332 |
|
| test_sample5 |  | 9.36 486 | 1.61 381 | 9.63 460 | 5.30 381 | 2.52 381 | 15.42 535 | 6.00 494 | 27.25 539 | 19.96 458 | 18.36 516 | 31.81 585 | 15.99 461 | 11.29 482 | 13.21 466 | 7.66 475 | 0.23 466 | 0.08 341 | 0.07 408 | 0.04 326 | 0.48 451 | 0.34 423 |
|
| DualNet |  | 9.49 494 | 1.61 381 | 9.63 460 | 5.30 381 | 2.52 381 | 15.42 535 | 6.00 494 | 27.25 539 | 19.96 458 | 19.40 533 | 33.22 607 | 15.99 461 | 11.29 482 | 13.21 466 | 7.66 475 | 0.23 466 | 0.08 341 | 0.07 408 | 0.04 326 | 0.48 451 | 0.34 423 |
|
| xx1 |  | 5.99 353 | 2.00 478 | 4.99 178 | 5.89 428 | 0.26 21 | 10.85 436 | 5.38 470 | 17.84 402 | 15.48 398 | 6.95 278 | 10.01 271 | 16.02 463 | 11.15 478 | 10.79 322 | 1.59 176 | 0.00 1 | 0.05 233 | 0.02 317 | 0.05 356 | 0.25 311 | 0.20 337 |
|
| qqq |  | 6.96 402 | 1.40 294 | 8.15 372 | 4.50 303 | 1.03 206 | 8.55 396 | 6.93 538 | 20.20 447 | 11.88 336 | 12.00 351 | 18.19 391 | 16.02 463 | 11.15 478 | 11.09 341 | 7.45 462 | 0.06 364 | 0.13 434 | 0.02 317 | 0.05 356 | 0.25 311 | 0.20 337 |
|
| RAFT_CTSACE |  | 8.24 449 | 1.97 473 | 8.39 382 | 6.89 510 | 5.11 554 | 5.86 302 | 2.63 362 | 14.62 336 | 16.88 418 | 23.52 601 | 34.77 623 | 16.02 463 | 7.37 389 | 17.91 571 | 2.23 248 | 0.00 1 | 0.12 418 | 0.00 1 | 0.03 302 | 0.39 414 | 0.05 138 |
|
| rvit_stereo_0075_2 |  | 9.10 474 | 3.87 585 | 19.26 628 | 11.81 656 | 8.82 676 | 5.75 292 | 4.40 438 | 22.77 483 | 17.68 433 | 11.90 348 | 28.34 527 | 16.05 466 | 6.35 356 | 14.30 497 | 7.67 477 | 0.52 555 | 0.34 578 | 0.51 581 | 0.08 401 | 0.38 411 | 1.14 572 |
|
| FTStereo |  | 8.67 462 | 1.13 193 | 6.04 266 | 6.04 448 | 2.39 374 | 7.86 384 | 12.05 633 | 17.72 399 | 8.33 285 | 20.16 551 | 41.41 667 | 16.10 467 | 12.64 517 | 10.80 325 | 4.37 379 | 0.18 433 | 0.01 52 | 0.09 431 | 0.16 465 | 0.15 240 | 5.71 672 |
|
| SCION-MonSter(vits) |   | 9.72 503 | 0.74 48 | 3.64 78 | 2.27 50 | 1.61 291 | 6.03 320 | 0.13 53 | 22.99 487 | 42.66 665 | 1.35 59 | 35.14 624 | 16.24 468 | 12.78 518 | 18.37 578 | 22.26 637 | 0.82 602 | 0.16 469 | 1.03 628 | 1.11 653 | 3.99 652 | 1.05 562 |
|
| IER |  | 9.78 504 | 1.55 352 | 9.97 479 | 4.51 304 | 5.23 562 | 13.78 495 | 5.11 462 | 26.66 532 | 22.79 496 | 19.69 540 | 29.45 544 | 16.42 469 | 18.52 621 | 13.64 484 | 7.57 469 | 0.06 364 | 0.03 159 | 0.18 506 | 0.09 417 | 0.18 266 | 0.23 368 |
|
| AIO-Stereo-zeroshot1 |   | 7.76 431 | 3.78 580 | 19.59 630 | 5.04 342 | 10.79 690 | 5.87 304 | 1.85 289 | 19.52 437 | 7.33 262 | 14.18 403 | 21.16 441 | 16.50 470 | 5.97 336 | 13.73 485 | 3.79 351 | 0.04 315 | 0.17 476 | 0.04 362 | 1.30 660 | 2.45 618 | 2.15 623 |
|
| pcwnet_v2 |  | 12.32 576 | 2.00 478 | 17.53 608 | 7.79 551 | 5.69 594 | 17.06 574 | 3.69 414 | 36.52 665 | 46.17 684 | 20.55 555 | 29.39 542 | 16.50 470 | 13.00 525 | 15.70 526 | 9.32 517 | 0.50 550 | 1.00 657 | 0.34 561 | 0.24 517 | 2.00 610 | 1.38 586 |
|
| test_sample3 |  | 8.76 464 | 1.62 387 | 9.99 481 | 5.21 373 | 2.61 389 | 17.43 579 | 5.37 468 | 26.91 536 | 19.77 455 | 17.13 481 | 20.82 435 | 16.55 472 | 9.70 447 | 12.52 437 | 8.59 503 | 0.21 450 | 0.07 303 | 0.05 373 | 0.04 326 | 0.39 414 | 0.30 405 |
|
| AASNet |  | 12.49 582 | 2.46 528 | 10.49 495 | 9.82 605 | 6.86 632 | 17.33 577 | 6.73 529 | 41.09 697 | 37.86 641 | 22.53 588 | 29.11 534 | 16.68 473 | 13.48 533 | 14.54 507 | 17.87 605 | 0.20 445 | 0.02 116 | 0.78 605 | 0.05 356 | 1.18 570 | 0.76 525 |
|
| iResNet |  | 10.26 526 | 3.10 561 | 15.72 590 | 7.35 528 | 2.13 353 | 13.86 500 | 7.07 540 | 22.80 484 | 28.01 553 | 20.10 549 | 30.40 558 | 16.79 474 | 11.06 476 | 14.46 503 | 10.29 534 | 0.39 524 | 0.05 233 | 0.00 1 | 0.07 392 | 0.73 529 | 0.73 521 |
|
| SST-Stereo |  | 6.60 376 | 1.46 313 | 8.37 381 | 6.68 496 | 0.77 169 | 6.01 316 | 1.93 302 | 14.68 337 | 9.24 301 | 19.09 530 | 20.43 425 | 16.86 475 | 8.59 418 | 13.49 476 | 3.80 352 | 0.22 456 | 0.05 233 | 0.13 479 | 0.00 1 | 0.08 161 | 0.05 138 |
|
| mmm |  | 7.72 429 | 1.50 335 | 8.56 396 | 5.29 380 | 1.89 331 | 14.14 505 | 5.70 483 | 18.42 415 | 11.02 326 | 16.04 451 | 23.78 473 | 17.00 476 | 10.03 453 | 12.03 397 | 7.54 466 | 0.12 406 | 0.07 303 | 0.50 580 | 0.20 491 | 0.31 365 | 0.18 315 |
|
| GMOStereo |  | 5.97 349 | 1.55 352 | 7.18 318 | 5.17 362 | 0.71 152 | 5.54 264 | 2.21 325 | 10.54 241 | 12.86 350 | 18.29 511 | 22.01 452 | 17.06 477 | 6.27 349 | 6.62 150 | 2.43 258 | 0.00 1 | 0.23 525 | 0.12 467 | 0.00 1 | 0.46 440 | 0.10 208 |
|
| error version |  | 5.97 349 | 1.55 352 | 7.18 318 | 5.17 362 | 0.71 152 | 5.54 264 | 2.21 325 | 10.54 241 | 12.86 350 | 18.29 511 | 22.01 452 | 17.06 477 | 6.27 349 | 6.62 150 | 2.43 258 | 0.00 1 | 0.23 525 | 0.12 467 | 0.00 1 | 0.46 440 | 0.10 208 |
|
| test-v |  | 5.97 349 | 1.55 352 | 7.18 318 | 5.17 362 | 0.71 152 | 5.54 264 | 2.21 325 | 10.54 241 | 12.86 350 | 18.29 511 | 22.01 452 | 17.06 477 | 6.27 349 | 6.62 150 | 2.43 258 | 0.00 1 | 0.23 525 | 0.12 467 | 0.00 1 | 0.46 440 | 0.10 208 |
|
| RAFT_R40 |  | 6.91 397 | 1.53 344 | 8.45 389 | 6.79 504 | 0.77 169 | 5.86 302 | 3.82 419 | 14.85 340 | 14.53 382 | 18.05 505 | 20.03 417 | 17.06 477 | 8.69 420 | 13.40 473 | 3.84 357 | 0.14 414 | 0.02 116 | 0.14 484 | 0.00 1 | 0.09 174 | 0.05 138 |
|
| test-2 |  | 5.97 349 | 1.55 352 | 7.18 318 | 5.17 362 | 0.71 152 | 5.54 264 | 2.21 325 | 10.54 241 | 12.86 350 | 18.29 511 | 22.01 452 | 17.06 477 | 6.27 349 | 6.62 150 | 2.43 258 | 0.00 1 | 0.23 525 | 0.12 467 | 0.00 1 | 0.46 440 | 0.10 208 |
|
| GANet-ADL |  | 8.36 453 | 2.31 521 | 8.44 388 | 7.39 532 | 2.65 395 | 12.58 472 | 5.24 465 | 29.55 574 | 25.24 526 | 14.19 405 | 16.70 371 | 17.07 482 | 6.91 380 | 10.65 313 | 6.26 438 | 0.38 514 | 0.39 583 | 0.10 450 | 0.12 442 | 0.75 535 | 0.28 397 |
|
| ARAFT |  | 8.50 456 | 3.19 564 | 16.58 601 | 5.52 397 | 0.91 195 | 12.13 464 | 11.20 619 | 17.19 390 | 18.28 442 | 18.40 518 | 16.33 366 | 17.10 483 | 8.58 417 | 18.56 580 | 5.00 404 | 0.11 400 | 0.04 186 | 0.00 1 | 0.00 1 | 0.55 484 | 0.25 382 |
|
| MLCV |  | 9.32 484 | 2.22 514 | 12.55 533 | 5.22 375 | 1.32 253 | 13.79 497 | 1.35 184 | 21.14 462 | 23.65 505 | 21.91 580 | 31.37 575 | 17.14 484 | 7.57 392 | 16.00 542 | 10.18 529 | 0.22 456 | 0.01 52 | 0.03 337 | 0.02 273 | 0.40 419 | 0.29 402 |
|
| test_sample6 |  | 9.79 505 | 1.61 381 | 9.84 473 | 5.35 387 | 2.35 372 | 15.59 539 | 6.60 526 | 28.40 554 | 20.96 468 | 19.40 533 | 33.22 607 | 17.17 485 | 11.58 494 | 13.43 475 | 8.82 507 | 0.26 483 | 0.10 382 | 0.10 450 | 0.06 379 | 0.50 465 | 0.41 447 |
|
| ffm |  | 8.12 445 | 1.43 303 | 9.67 464 | 5.70 408 | 3.44 444 | 11.96 459 | 6.35 508 | 18.45 416 | 16.31 412 | 15.83 446 | 31.44 579 | 17.22 486 | 10.87 470 | 10.82 327 | 1.61 179 | 0.00 1 | 0.05 233 | 0.80 609 | 0.08 401 | 0.26 322 | 0.14 266 |
|
| ff1 |  | 9.41 490 | 1.43 303 | 9.67 464 | 5.70 408 | 3.44 444 | 11.96 459 | 6.35 508 | 18.45 416 | 16.31 412 | 15.83 446 | 31.44 579 | 17.22 486 | 10.87 470 | 16.19 545 | 21.98 632 | 0.00 1 | 0.05 233 | 0.80 609 | 0.08 401 | 0.26 322 | 0.14 266 |
|
| mmx |  | 10.71 539 | 1.43 303 | 9.67 464 | 5.70 408 | 3.44 444 | 11.96 459 | 6.35 508 | 32.18 610 | 28.03 554 | 15.83 446 | 31.44 579 | 17.22 486 | 10.87 470 | 16.19 545 | 21.98 632 | 0.22 456 | 0.06 273 | 0.80 609 | 0.08 401 | 0.48 451 | 0.21 349 |
|
| xxx |   | 10.71 539 | 1.43 303 | 9.67 464 | 5.70 408 | 3.44 444 | 11.96 459 | 6.35 508 | 32.18 610 | 28.03 554 | 15.83 446 | 31.44 579 | 17.22 486 | 10.87 470 | 16.19 545 | 21.98 632 | 0.22 456 | 0.06 273 | 0.80 609 | 0.08 401 | 0.48 451 | 0.21 349 |
|
| BEATNet_4x |  | 9.37 487 | 4.85 602 | 12.05 528 | 5.48 395 | 1.35 265 | 13.15 484 | 6.15 503 | 25.06 507 | 16.74 417 | 16.18 454 | 24.65 483 | 17.29 490 | 12.51 514 | 16.91 561 | 10.92 541 | 0.38 514 | 0.18 485 | 0.81 614 | 0.05 356 | 1.95 607 | 0.65 508 |
|
| AIO-Stereo-zeroshot |   | 7.16 411 | 3.12 562 | 14.04 563 | 4.74 319 | 6.89 635 | 6.58 349 | 0.68 114 | 21.97 476 | 9.36 304 | 10.84 336 | 17.38 375 | 17.36 491 | 9.24 434 | 12.45 430 | 4.44 382 | 0.04 315 | 0.24 536 | 0.10 450 | 1.00 645 | 1.36 584 | 1.43 589 |
|
| GMM-Stereo |  | 8.34 452 | 1.09 179 | 6.42 282 | 6.14 458 | 2.52 381 | 10.30 418 | 9.64 587 | 23.44 491 | 10.64 324 | 17.84 497 | 29.89 550 | 17.37 492 | 7.75 399 | 11.55 369 | 4.36 378 | 0.05 343 | 0.01 52 | 0.23 530 | 0.90 634 | 0.46 440 | 6.26 678 |
|
| DMCA |  | 8.51 457 | 1.90 458 | 9.96 478 | 5.16 361 | 4.14 491 | 10.29 417 | 4.46 442 | 25.52 513 | 19.55 452 | 16.33 460 | 20.69 429 | 17.59 493 | 11.26 481 | 10.42 304 | 11.36 548 | 0.50 550 | 0.08 341 | 0.35 562 | 0.05 356 | 0.36 396 | 0.31 413 |
|
| SuperB |  | 17.60 643 | 6.22 629 | 56.40 730 | 7.91 553 | 5.07 550 | 19.70 601 | 9.03 572 | 24.87 506 | 50.15 707 | 26.25 633 | 39.13 653 | 17.61 494 | 20.84 638 | 22.28 629 | 25.31 660 | 0.70 579 | 0.31 567 | 1.10 634 | 0.71 625 | 16.58 723 | 1.86 607 |
|
| OMP-Stereo |  | 6.93 400 | 2.57 537 | 9.03 428 | 10.63 631 | 1.72 306 | 4.89 211 | 1.91 299 | 17.84 402 | 15.56 401 | 16.69 472 | 14.16 335 | 17.70 495 | 7.33 388 | 12.93 455 | 4.83 399 | 0.24 472 | 0.03 159 | 0.06 396 | 0.02 273 | 0.19 270 | 0.39 439 |
|
| DispNO |  | 9.33 485 | 1.78 443 | 15.84 591 | 5.73 415 | 5.74 598 | 12.24 466 | 4.81 457 | 25.06 507 | 21.10 471 | 16.70 473 | 20.86 436 | 17.78 496 | 11.76 497 | 16.74 558 | 8.85 508 | 0.22 456 | 0.15 458 | 0.03 337 | 0.12 442 | 0.41 422 | 0.64 506 |
|
| GrayStereo |  | 8.86 469 | 1.17 210 | 6.94 310 | 8.09 558 | 2.82 407 | 10.58 427 | 11.40 624 | 17.93 407 | 15.74 404 | 22.43 587 | 30.95 568 | 17.80 497 | 12.44 511 | 11.19 352 | 4.57 386 | 0.02 253 | 0.02 116 | 0.18 506 | 0.79 630 | 0.31 365 | 1.90 611 |
|
| MyStereo06 |  | 6.40 365 | 1.76 434 | 13.15 542 | 6.19 460 | 4.40 512 | 7.09 364 | 9.95 591 | 16.68 382 | 6.98 245 | 12.91 376 | 10.76 299 | 17.84 498 | 5.71 323 | 9.97 291 | 3.39 329 | 0.06 364 | 0.10 382 | 0.02 317 | 0.04 326 | 0.73 529 | 0.29 402 |
|
| rvit_0105_3 |  | 9.23 477 | 3.67 576 | 17.68 613 | 11.75 654 | 1.89 331 | 9.37 409 | 8.48 567 | 18.68 420 | 30.64 578 | 15.02 422 | 14.72 342 | 17.87 499 | 9.94 452 | 15.66 525 | 6.54 442 | 0.36 509 | 0.43 596 | 0.01 282 | 0.41 586 | 0.50 465 | 1.01 559 |
|
| IRAFT_RVC |  | 8.76 464 | 1.47 315 | 9.55 455 | 7.31 526 | 1.77 314 | 6.49 344 | 10.43 606 | 25.94 522 | 27.33 547 | 17.50 491 | 19.85 415 | 17.93 500 | 10.21 456 | 12.88 451 | 5.44 421 | 0.17 430 | 0.30 563 | 0.19 514 | 0.05 356 | 0.22 283 | 0.12 238 |
|
| IGEV_i1 |  | 8.11 444 | 1.53 344 | 9.99 481 | 5.80 419 | 1.15 230 | 16.03 547 | 7.19 547 | 19.82 443 | 15.30 392 | 16.39 462 | 17.38 375 | 17.95 501 | 8.38 414 | 14.44 501 | 7.44 460 | 0.25 478 | 0.19 493 | 1.08 632 | 1.12 654 | 0.26 322 | 0.54 482 |
|
| MWDA-net |  | 11.52 557 | 2.17 508 | 13.46 549 | 6.57 487 | 5.24 564 | 16.95 573 | 9.52 584 | 25.26 510 | 34.05 610 | 25.33 622 | 28.86 533 | 17.99 502 | 18.28 618 | 16.58 555 | 7.51 464 | 0.35 506 | 0.37 581 | 0.01 282 | 0.05 356 | 0.46 440 | 1.31 581 |
|
| IIG-Stereo |  | 7.41 419 | 2.13 506 | 8.55 395 | 10.02 613 | 1.76 312 | 6.82 358 | 1.53 209 | 17.17 389 | 15.84 407 | 18.74 524 | 20.30 424 | 18.01 503 | 8.39 415 | 12.89 452 | 5.22 412 | 0.27 485 | 0.03 159 | 0.03 337 | 0.00 1 | 0.16 251 | 0.30 405 |
|
| SMFormer |  | 10.46 533 | 1.37 282 | 13.37 545 | 4.41 296 | 1.30 247 | 14.40 513 | 3.29 390 | 30.25 581 | 29.81 567 | 19.55 535 | 29.37 537 | 18.06 504 | 14.40 556 | 15.42 519 | 12.70 557 | 0.38 514 | 0.21 507 | 0.28 548 | 0.03 302 | 0.33 383 | 0.31 413 |
|
| tta |  | 10.45 531 | 1.37 282 | 13.37 545 | 4.41 296 | 1.30 247 | 14.39 510 | 3.29 390 | 30.25 581 | 29.81 567 | 19.55 535 | 29.37 537 | 18.06 504 | 14.40 556 | 15.42 519 | 12.69 556 | 0.38 514 | 0.21 507 | 0.28 548 | 0.03 302 | 0.29 344 | 0.18 315 |
|
| qqq1 |  | 9.96 514 | 1.37 282 | 13.37 545 | 4.41 296 | 1.30 247 | 14.40 513 | 3.29 390 | 30.25 581 | 29.81 567 | 19.55 535 | 29.37 537 | 18.06 504 | 14.40 556 | 15.42 519 | 3.18 317 | 0.38 514 | 0.21 507 | 0.00 1 | 0.01 227 | 0.29 344 | 0.18 315 |
|
| fff1 |  | 9.96 514 | 1.37 282 | 13.37 545 | 4.41 296 | 1.30 247 | 14.40 513 | 3.29 390 | 30.25 581 | 29.81 567 | 19.55 535 | 29.37 537 | 18.06 504 | 14.40 556 | 15.42 519 | 3.18 317 | 0.38 514 | 0.21 507 | 0.00 1 | 0.01 227 | 0.29 344 | 0.18 315 |
|
| SCION-MonSter |   | 16.77 628 | 6.58 633 | 20.48 640 | 12.74 664 | 8.64 669 | 36.06 699 | 5.09 461 | 25.97 523 | 46.64 688 | 18.96 528 | 46.39 696 | 18.07 508 | 17.18 603 | 23.21 636 | 30.53 690 | 0.84 607 | 0.17 476 | 6.31 693 | 4.87 700 | 5.17 668 | 1.55 596 |
|
| STrans-v2 |  | 7.98 441 | 1.84 452 | 9.42 450 | 4.84 329 | 1.48 275 | 12.23 465 | 10.05 596 | 19.06 432 | 12.32 345 | 13.63 395 | 26.06 502 | 18.13 509 | 12.35 509 | 12.99 460 | 3.99 366 | 0.01 163 | 0.01 52 | 0.18 506 | 0.01 227 | 0.22 283 | 0.83 533 |
|
| test_sample1 |  | 7.66 427 | 1.26 244 | 8.87 409 | 5.04 342 | 2.61 389 | 14.61 518 | 4.58 447 | 20.08 446 | 9.81 312 | 13.83 398 | 21.62 449 | 18.21 510 | 12.26 506 | 11.71 382 | 8.01 487 | 0.11 400 | 0.11 405 | 0.02 317 | 0.02 273 | 0.20 274 | 0.17 305 |
|
| ADCRef |  | 17.30 638 | 6.73 638 | 42.01 699 | 10.11 614 | 8.78 675 | 26.61 656 | 10.45 608 | 31.29 599 | 32.75 604 | 31.19 666 | 41.62 671 | 18.47 511 | 19.78 632 | 24.29 644 | 34.06 701 | 0.76 590 | 0.42 591 | 2.16 660 | 1.79 668 | 1.23 574 | 1.56 597 |
|
| test_xeample |   | 11.49 556 | 1.24 237 | 7.50 336 | 5.22 375 | 2.18 358 | 17.40 578 | 6.49 519 | 31.14 595 | 22.77 495 | 17.90 500 | 33.09 606 | 18.48 512 | 14.61 562 | 13.51 478 | 37.38 715 | 0.16 426 | 0.13 434 | 0.01 282 | 0.03 302 | 0.23 298 | 0.24 375 |
|
| MWSP-net |  | 11.07 549 | 1.78 443 | 11.27 511 | 7.60 543 | 3.08 426 | 16.56 569 | 15.25 665 | 35.42 655 | 30.27 574 | 17.28 485 | 22.29 462 | 18.50 513 | 14.88 567 | 14.19 495 | 10.58 537 | 0.38 514 | 0.18 485 | 0.00 1 | 0.05 356 | 0.17 262 | 1.71 604 |
|
| CCAANet |  | 9.84 510 | 1.49 329 | 9.29 442 | 6.41 474 | 5.05 549 | 12.91 479 | 3.79 416 | 28.06 550 | 22.91 497 | 15.23 433 | 36.91 636 | 18.50 513 | 10.70 465 | 16.74 558 | 8.06 490 | 0.12 406 | 0.00 1 | 0.27 540 | 0.01 227 | 0.20 274 | 0.15 287 |
|
| HCRNet |  | 8.80 466 | 1.43 303 | 7.74 350 | 14.41 680 | 5.25 565 | 10.85 436 | 2.56 358 | 26.07 525 | 18.04 439 | 15.48 437 | 25.03 485 | 18.63 515 | 9.93 451 | 13.01 461 | 6.76 447 | 0.04 315 | 0.04 186 | 0.10 450 | 0.01 227 | 0.18 266 | 0.38 436 |
|
| Selective-IGEV-i1 |  | 8.86 469 | 1.33 269 | 10.58 496 | 5.92 434 | 2.99 421 | 13.65 494 | 10.07 597 | 24.12 500 | 28.99 560 | 14.85 417 | 19.75 413 | 18.80 516 | 6.10 340 | 11.22 355 | 5.69 426 | 0.10 392 | 0.29 559 | 0.92 622 | 1.10 649 | 0.26 322 | 0.51 475 |
|
| test_sample2 |  | 7.86 434 | 1.27 247 | 7.98 361 | 5.00 341 | 2.29 366 | 13.33 487 | 6.88 535 | 20.42 455 | 15.24 390 | 13.95 400 | 21.58 447 | 18.96 517 | 12.12 504 | 12.07 407 | 5.36 420 | 0.12 406 | 0.10 382 | 0.07 408 | 0.03 302 | 0.28 336 | 0.19 332 |
|
| TransformOpticalFlow |  | 7.76 431 | 1.90 458 | 9.31 445 | 5.50 396 | 1.18 233 | 6.97 362 | 8.27 561 | 17.86 406 | 13.21 359 | 14.58 410 | 29.13 535 | 19.01 518 | 10.85 468 | 12.51 435 | 3.69 345 | 0.01 163 | 0.04 186 | 0.20 517 | 0.04 326 | 0.17 262 | 0.84 535 |
|
| GEStereo_RVC |  | 12.81 589 | 2.49 531 | 13.64 555 | 9.68 601 | 4.97 541 | 18.16 587 | 11.30 621 | 31.26 597 | 47.47 691 | 19.84 542 | 26.97 512 | 19.03 519 | 13.19 527 | 20.14 606 | 14.86 581 | 0.83 606 | 0.51 618 | 0.10 450 | 0.13 447 | 0.54 480 | 0.99 556 |
|
| MSMDNet |  | 9.64 498 | 1.77 440 | 10.63 498 | 4.83 326 | 2.90 412 | 16.35 563 | 2.37 341 | 29.33 569 | 34.29 615 | 17.43 489 | 22.10 458 | 19.05 520 | 7.79 401 | 12.11 411 | 6.87 449 | 0.23 466 | 0.46 605 | 0.67 598 | 0.21 495 | 2.77 626 | 0.60 496 |
|
| PCWNet_CMD |  | 9.64 498 | 1.77 440 | 10.59 497 | 4.80 325 | 2.90 412 | 16.25 562 | 2.42 348 | 29.37 571 | 34.10 612 | 17.41 487 | 22.04 456 | 19.10 521 | 7.70 395 | 12.05 401 | 6.86 448 | 0.22 456 | 0.45 603 | 0.80 609 | 0.22 498 | 3.11 635 | 0.69 513 |
|
| RAFT + AFF |  | 10.27 527 | 3.77 579 | 17.13 603 | 10.24 620 | 4.97 541 | 13.08 482 | 11.52 625 | 25.69 517 | 25.80 531 | 14.72 413 | 16.12 362 | 19.16 522 | 11.35 486 | 16.24 549 | 9.04 513 | 0.30 493 | 1.46 670 | 0.66 597 | 0.20 491 | 2.03 613 | 1.94 612 |
|
| DAS |  | 10.80 545 | 2.03 491 | 13.96 560 | 9.01 579 | 6.23 615 | 14.67 519 | 7.38 550 | 21.59 466 | 32.58 601 | 18.67 522 | 28.13 523 | 19.20 523 | 17.08 601 | 16.54 554 | 7.31 457 | 0.58 561 | 0.01 52 | 0.29 552 | 0.01 227 | 0.47 448 | 0.20 337 |
|
| SepStereo |  | 11.34 553 | 2.03 491 | 13.96 560 | 9.01 579 | 6.23 615 | 14.67 519 | 7.38 550 | 21.59 466 | 32.58 601 | 18.67 522 | 28.13 523 | 19.20 523 | 17.08 601 | 27.36 660 | 7.31 457 | 0.58 561 | 0.01 52 | 0.29 552 | 0.01 227 | 0.47 448 | 0.20 337 |
|
| RAFT |  | 8.51 457 | 2.16 507 | 8.93 411 | 8.14 560 | 0.81 178 | 12.63 473 | 8.49 568 | 16.34 375 | 15.56 401 | 22.31 584 | 18.99 402 | 19.29 525 | 11.39 487 | 17.57 567 | 6.05 432 | 0.01 163 | 0.19 493 | 0.27 540 | 0.02 273 | 0.64 512 | 0.45 462 |
|
| AdaStereo |  | 10.22 523 | 3.63 574 | 9.14 438 | 9.15 583 | 3.24 434 | 15.79 543 | 5.39 475 | 31.94 606 | 25.42 528 | 18.39 517 | 26.47 505 | 19.44 526 | 9.50 442 | 16.60 556 | 8.59 503 | 0.44 536 | 0.05 233 | 0.40 570 | 0.00 1 | 0.57 493 | 0.16 296 |
| 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. |
| FINET |  | 15.49 619 | 6.08 622 | 24.99 653 | 8.12 559 | 7.69 652 | 21.80 617 | 22.35 706 | 33.76 633 | 48.27 693 | 25.99 628 | 32.27 593 | 19.48 527 | 16.83 596 | 19.07 587 | 16.38 594 | 1.37 639 | 0.70 637 | 0.95 624 | 0.27 536 | 2.61 622 | 0.90 545 |
|
| FADNet-RVC-Resample |  | 11.72 562 | 4.35 594 | 30.33 672 | 9.46 594 | 3.90 473 | 14.11 502 | 7.17 545 | 25.78 518 | 23.31 499 | 23.27 598 | 29.52 545 | 19.50 528 | 15.00 573 | 15.38 518 | 8.33 497 | 0.53 556 | 0.50 614 | 0.49 578 | 0.50 607 | 1.38 586 | 1.67 602 |
|
| GCST |   | 37.32 737 | 40.98 740 | 25.25 655 | 92.15 777 | 35.59 742 | 25.00 642 | 1.02 152 | 25.45 512 | 19.73 454 | 26.01 630 | 15.21 349 | 19.51 529 | 4.75 275 | 16.71 557 | 4.32 377 | 80.90 776 | 35.46 754 | 87.50 782 | 74.71 767 | 73.21 767 | 42.99 753 |
|
| Select-FE |  | 7.63 426 | 3.47 571 | 20.76 643 | 6.30 466 | 3.70 462 | 4.03 129 | 0.92 143 | 18.82 424 | 5.95 218 | 12.56 369 | 23.32 470 | 19.63 530 | 12.90 523 | 13.98 490 | 3.39 329 | 0.09 384 | 0.51 618 | 0.05 373 | 0.70 624 | 0.29 344 | 1.21 580 |
|
| Selective-IGEV-i16pb |  | 12.56 584 | 1.79 448 | 18.70 623 | 6.40 473 | 2.14 354 | 35.66 696 | 11.00 615 | 31.78 604 | 35.44 624 | 14.65 412 | 26.95 511 | 19.68 531 | 11.09 477 | 15.94 538 | 13.10 560 | 2.24 656 | 1.00 657 | 0.49 578 | 0.95 641 | 1.14 569 | 1.06 565 |
|
| 222 |  | 12.33 577 | 1.29 254 | 8.09 369 | 6.06 449 | 2.14 354 | 19.51 599 | 2.53 354 | 33.63 631 | 23.55 502 | 21.72 579 | 30.51 559 | 20.11 532 | 16.77 595 | 13.22 468 | 46.51 740 | 0.15 423 | 0.14 451 | 0.01 282 | 0.03 302 | 0.26 322 | 0.26 386 |
|
| FLISNet |  | 8.30 450 | 2.00 478 | 6.75 297 | 4.58 312 | 5.15 559 | 4.16 134 | 0.50 98 | 17.99 409 | 9.24 301 | 25.03 615 | 28.22 525 | 20.23 533 | 12.47 512 | 17.93 572 | 11.49 549 | 0.00 1 | 0.10 382 | 0.00 1 | 0.05 356 | 0.08 161 | 0.05 138 |
|
| CoSv |  | 8.30 450 | 2.00 478 | 6.75 297 | 4.58 312 | 5.15 559 | 4.16 134 | 0.50 98 | 17.99 409 | 9.24 301 | 25.03 615 | 28.22 525 | 20.23 533 | 12.47 512 | 17.93 572 | 11.49 549 | 0.00 1 | 0.10 382 | 0.00 1 | 0.05 356 | 0.08 161 | 0.05 138 |
|
| PWCDC_ROB |   | 17.80 646 | 9.62 660 | 18.38 620 | 17.95 696 | 7.74 653 | 24.61 637 | 5.56 480 | 34.41 644 | 52.79 712 | 29.66 658 | 50.20 707 | 20.63 535 | 19.69 630 | 29.85 675 | 20.87 623 | 6.18 699 | 0.26 548 | 0.10 450 | 0.05 356 | 5.36 670 | 2.00 614 |
|
| anonymousa |  | 9.03 471 | 1.62 387 | 8.03 367 | 4.19 271 | 5.53 585 | 15.37 532 | 3.81 418 | 18.55 419 | 21.20 474 | 18.28 510 | 30.99 569 | 20.79 536 | 13.42 529 | 10.58 307 | 7.57 469 | 0.00 1 | 0.05 233 | 0.29 552 | 0.18 472 | 0.10 198 | 0.11 227 |
|
| UPFNet |  | 11.72 562 | 1.52 342 | 10.33 492 | 7.38 530 | 7.14 640 | 20.05 603 | 9.62 586 | 28.90 562 | 25.94 534 | 20.02 546 | 29.73 548 | 20.91 537 | 16.34 589 | 18.61 582 | 16.17 593 | 0.26 483 | 0.17 476 | 0.25 534 | 0.03 302 | 0.55 484 | 0.56 489 |
|
| rvit_105_1 |  | 13.56 605 | 5.57 617 | 19.88 635 | 13.22 668 | 4.58 526 | 15.04 525 | 28.61 728 | 26.56 531 | 42.75 667 | 18.83 525 | 24.53 481 | 20.93 538 | 13.85 541 | 18.02 574 | 11.90 553 | 1.74 645 | 0.60 629 | 0.25 534 | 2.10 676 | 0.61 502 | 1.64 600 |
|
| delet |  | 12.65 587 | 1.85 454 | 11.36 514 | 7.71 548 | 6.22 614 | 22.52 622 | 10.22 605 | 28.14 552 | 37.67 639 | 19.66 539 | 29.24 536 | 21.00 539 | 15.99 586 | 21.97 626 | 17.77 604 | 0.03 294 | 0.07 303 | 0.19 514 | 0.04 326 | 0.60 500 | 0.75 524 |
|
| LL-Strereo |  | 10.79 544 | 3.52 572 | 12.54 532 | 8.77 574 | 5.44 581 | 7.49 373 | 9.26 579 | 35.15 651 | 28.70 559 | 16.47 464 | 15.85 358 | 21.06 540 | 17.42 607 | 21.62 625 | 9.72 519 | 0.21 450 | 0.22 517 | 0.74 603 | 0.08 401 | 0.98 557 | 0.60 496 |
|
| MMNet |  | 12.97 592 | 2.08 497 | 12.74 535 | 6.98 512 | 6.27 619 | 26.39 655 | 4.73 450 | 23.10 488 | 41.79 660 | 25.48 624 | 32.29 594 | 21.09 541 | 17.79 610 | 19.52 595 | 17.90 606 | 0.19 437 | 0.07 303 | 0.10 450 | 0.00 1 | 0.37 404 | 0.59 495 |
|
| PS-NSSS |  | 13.70 607 | 7.41 646 | 14.68 576 | 6.70 498 | 5.63 589 | 18.43 592 | 12.59 637 | 38.89 686 | 25.56 529 | 20.27 552 | 35.71 628 | 21.11 542 | 16.35 590 | 17.16 564 | 17.56 602 | 2.28 657 | 0.53 622 | 5.37 687 | 0.36 572 | 4.28 657 | 3.09 642 |
|
| G2L-Stereo_test |  | 10.39 529 | 1.61 381 | 7.86 353 | 4.75 322 | 4.34 508 | 11.83 454 | 11.94 632 | 32.49 617 | 22.58 493 | 23.08 596 | 24.40 479 | 21.48 543 | 11.95 501 | 15.64 524 | 13.00 559 | 0.04 315 | 0.06 273 | 0.01 282 | 0.02 273 | 0.32 375 | 0.37 433 |
|
| iinet-f |  | 13.51 604 | 4.29 591 | 45.90 705 | 6.01 444 | 3.96 476 | 21.00 609 | 13.40 645 | 27.40 543 | 21.12 472 | 21.11 570 | 30.72 562 | 21.49 544 | 16.96 598 | 15.33 515 | 19.50 615 | 0.12 406 | 0.42 591 | 0.09 431 | 0.05 356 | 0.89 551 | 0.39 439 |
|
| iRaft-Stereo_5w |  | 8.70 463 | 1.81 450 | 9.33 446 | 5.83 423 | 3.78 466 | 4.87 210 | 11.12 618 | 15.86 369 | 14.80 385 | 15.23 433 | 26.36 504 | 21.49 544 | 12.91 524 | 15.94 538 | 12.73 558 | 0.58 561 | 0.05 233 | 0.08 419 | 0.09 417 | 0.85 546 | 0.33 419 |
|
| ITSA-stereo |  | 11.44 555 | 2.03 491 | 10.92 508 | 5.90 432 | 1.78 316 | 12.05 463 | 4.17 432 | 36.77 667 | 49.15 700 | 18.17 507 | 18.53 396 | 21.79 546 | 12.59 516 | 15.74 527 | 14.05 573 | 0.45 538 | 0.39 583 | 0.28 548 | 0.29 543 | 0.98 557 | 2.81 635 |
|
| MEA-ACV |  | 12.28 575 | 1.36 279 | 13.61 554 | 6.43 476 | 2.02 347 | 15.19 530 | 4.89 460 | 34.22 640 | 39.29 645 | 21.96 581 | 33.02 604 | 21.88 547 | 19.73 631 | 18.03 575 | 11.63 552 | 0.37 512 | 0.29 559 | 0.03 337 | 0.08 401 | 0.43 428 | 1.14 572 |
|
| ADLNet2 |  | 12.44 580 | 2.17 508 | 12.84 537 | 9.17 584 | 5.82 601 | 20.00 602 | 10.13 601 | 32.53 619 | 36.22 631 | 18.62 521 | 19.39 406 | 21.96 548 | 17.07 600 | 21.43 624 | 19.42 613 | 0.24 472 | 0.15 458 | 0.06 396 | 0.08 401 | 0.86 547 | 0.57 490 |
|
| DSFCA |  | 11.85 567 | 2.01 486 | 12.93 538 | 5.40 391 | 6.87 633 | 15.36 531 | 10.45 608 | 30.68 589 | 31.84 587 | 25.99 628 | 23.52 471 | 22.03 549 | 14.05 546 | 20.28 613 | 12.46 554 | 0.57 560 | 0.41 587 | 0.28 548 | 0.38 579 | 1.02 559 | 0.47 465 |
|
| RASNet |  | 11.59 559 | 1.71 413 | 10.36 493 | 6.30 466 | 5.66 591 | 15.48 537 | 6.12 502 | 34.50 645 | 20.86 467 | 16.61 469 | 32.51 596 | 22.04 550 | 23.00 645 | 19.44 593 | 16.15 592 | 0.71 581 | 0.03 159 | 0.05 373 | 0.01 227 | 0.15 240 | 0.13 255 |
|
| ccs_rob |  | 9.61 497 | 1.92 465 | 10.72 500 | 4.55 308 | 2.89 411 | 14.33 509 | 2.86 376 | 26.85 535 | 32.36 598 | 17.05 478 | 22.91 466 | 22.12 551 | 8.70 421 | 12.10 409 | 7.44 460 | 0.19 437 | 0.44 598 | 1.38 647 | 0.25 523 | 2.68 623 | 0.57 490 |
|
| CFNet_pseudo |  | 9.58 495 | 1.91 461 | 10.73 501 | 4.53 306 | 2.91 414 | 14.26 507 | 2.75 367 | 26.73 534 | 32.14 595 | 17.10 480 | 23.02 467 | 22.14 552 | 8.74 423 | 12.17 413 | 7.43 459 | 0.20 445 | 0.45 603 | 1.24 645 | 0.24 517 | 2.49 620 | 0.49 473 |
|
| BSDual-CNN |  | 9.70 500 | 1.48 322 | 7.93 357 | 6.74 501 | 3.96 476 | 16.10 552 | 7.13 543 | 33.06 625 | 21.58 479 | 17.99 502 | 21.34 442 | 22.28 553 | 11.53 490 | 14.18 492 | 7.81 478 | 0.19 437 | 0.13 434 | 0.14 484 | 0.04 326 | 0.30 353 | 0.09 195 |
|
| psmg |  | 9.80 506 | 1.48 322 | 7.93 357 | 5.18 367 | 3.96 476 | 15.85 544 | 7.93 559 | 29.11 564 | 21.58 479 | 20.93 563 | 25.06 486 | 22.28 553 | 11.53 490 | 14.18 492 | 7.81 478 | 0.19 437 | 0.13 434 | 0.17 501 | 0.04 326 | 0.36 396 | 0.21 349 |
|
| G2L-ROB |  | 9.43 491 | 1.49 329 | 8.01 365 | 5.66 405 | 4.08 486 | 11.74 452 | 7.70 557 | 29.33 569 | 18.14 440 | 19.72 541 | 21.64 450 | 22.32 555 | 11.02 475 | 16.47 552 | 10.74 540 | 0.02 253 | 0.01 52 | 0.00 1 | 0.00 1 | 0.19 270 | 0.33 419 |
|
| PSMNet-RSSM |  | 9.71 502 | 1.73 416 | 6.09 268 | 7.47 537 | 4.27 498 | 10.06 414 | 6.00 494 | 29.14 565 | 21.74 483 | 15.76 444 | 32.88 601 | 22.63 556 | 13.18 526 | 12.94 456 | 9.12 515 | 0.09 384 | 0.02 116 | 0.07 408 | 0.10 429 | 0.70 522 | 0.24 375 |
|
| KYRaft |  | 9.04 472 | 1.11 185 | 7.02 314 | 6.50 480 | 0.97 203 | 8.27 392 | 8.19 560 | 22.86 485 | 8.20 280 | 21.30 574 | 31.38 576 | 22.64 557 | 8.20 412 | 11.99 395 | 2.96 296 | 0.02 253 | 0.02 116 | 0.05 373 | 0.68 623 | 0.40 419 | 18.09 733 |
|
| G2L-Stereo |  | 10.09 521 | 1.97 473 | 9.53 453 | 7.09 517 | 4.21 494 | 9.10 403 | 8.53 569 | 29.05 563 | 22.51 491 | 19.28 532 | 25.57 494 | 22.70 558 | 10.67 464 | 15.44 523 | 14.88 582 | 0.25 478 | 0.04 186 | 0.08 419 | 0.01 227 | 0.36 396 | 0.42 450 |
|
| UGAM |  | 10.01 516 | 1.28 250 | 9.19 440 | 6.53 483 | 4.31 504 | 6.72 354 | 10.45 608 | 15.31 349 | 25.98 535 | 20.56 557 | 27.42 517 | 22.70 558 | 11.49 488 | 26.30 655 | 10.64 539 | 0.00 1 | 0.00 1 | 0.46 575 | 0.03 302 | 0.39 414 | 0.43 454 |
|
| NOSS_ROB |  | 10.99 548 | 3.81 582 | 6.88 306 | 6.69 497 | 2.30 367 | 16.06 550 | 10.94 613 | 30.06 578 | 32.41 599 | 16.10 453 | 18.72 398 | 22.78 560 | 14.21 551 | 17.52 566 | 8.62 505 | 2.35 659 | 1.84 678 | 3.32 680 | 1.57 665 | 2.06 614 | 1.52 594 |
|
| hknet |  | 10.13 522 | 1.56 362 | 10.27 491 | 6.74 501 | 3.72 463 | 16.10 552 | 7.13 543 | 33.06 625 | 21.12 472 | 17.99 502 | 21.34 442 | 23.11 561 | 14.95 568 | 16.43 551 | 8.34 498 | 0.14 414 | 0.13 434 | 0.14 484 | 0.04 326 | 0.30 353 | 0.09 195 |
|
| NVstereo2D |  | 15.15 615 | 2.97 555 | 16.28 597 | 9.23 587 | 7.56 649 | 30.03 672 | 9.53 585 | 42.80 707 | 42.72 666 | 15.11 425 | 27.03 514 | 23.16 562 | 16.93 597 | 24.28 643 | 15.45 585 | 3.07 674 | 0.43 596 | 1.44 648 | 0.61 617 | 6.74 677 | 7.60 697 |
|
| DeepPruner_ROB |  | 10.77 543 | 4.56 596 | 13.13 540 | 6.37 470 | 4.28 503 | 10.14 415 | 6.86 534 | 36.42 664 | 19.59 453 | 17.87 498 | 27.37 516 | 23.19 563 | 12.26 506 | 19.09 588 | 10.23 532 | 1.05 627 | 0.48 609 | 0.23 530 | 0.15 462 | 0.89 551 | 1.17 575 |
|
| CFNet_ucs |  | 10.25 525 | 1.91 461 | 11.88 522 | 4.98 338 | 4.08 486 | 15.11 526 | 3.57 410 | 28.02 549 | 31.98 594 | 18.21 509 | 25.20 489 | 23.27 564 | 9.38 439 | 13.38 472 | 7.22 455 | 0.23 466 | 0.81 645 | 1.65 652 | 0.22 498 | 3.01 631 | 0.93 549 |
|
| Anonymous_2 |  | 14.95 612 | 6.75 639 | 17.63 610 | 5.45 394 | 7.10 639 | 26.19 651 | 11.58 626 | 18.06 411 | 17.30 425 | 17.61 494 | 15.47 352 | 23.33 565 | 20.95 639 | 20.55 619 | 14.63 577 | 11.05 725 | 12.86 736 | 11.27 717 | 25.12 741 | 11.32 708 | 4.82 668 |
|
| TCMNet |  | 15.19 616 | 6.68 636 | 19.70 632 | 13.83 673 | 12.53 707 | 26.35 653 | 13.66 646 | 29.47 572 | 35.21 621 | 24.71 613 | 31.20 573 | 23.44 566 | 15.13 574 | 18.97 585 | 22.59 642 | 1.13 631 | 0.65 633 | 2.04 657 | 0.97 643 | 3.18 637 | 2.31 628 |
|
| AANet_RVC |  | 13.16 595 | 5.34 614 | 10.83 505 | 8.20 563 | 4.44 515 | 14.13 504 | 9.46 582 | 28.78 560 | 37.67 639 | 23.44 600 | 37.47 641 | 23.48 567 | 15.83 585 | 22.39 630 | 16.63 595 | 1.67 644 | 0.86 648 | 0.24 533 | 0.02 273 | 0.63 508 | 1.60 598 |
|
| PA-Net |  | 16.29 624 | 6.88 641 | 27.34 659 | 9.88 608 | 11.12 693 | 21.77 616 | 28.15 726 | 32.06 609 | 39.49 646 | 19.99 544 | 27.91 520 | 23.50 568 | 20.59 636 | 20.25 610 | 24.04 651 | 0.24 472 | 2.26 688 | 0.22 526 | 4.59 698 | 1.13 568 | 4.48 664 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| CBMV_ROB |  | 11.77 565 | 2.89 550 | 6.92 309 | 5.20 371 | 2.88 410 | 14.12 503 | 4.79 454 | 26.69 533 | 29.84 571 | 26.17 632 | 31.92 586 | 23.61 569 | 20.74 637 | 20.20 609 | 10.18 529 | 1.78 647 | 1.80 677 | 2.17 661 | 1.26 659 | 1.61 591 | 0.55 484 |
|
| CFNet |  | 10.67 537 | 2.33 522 | 8.90 410 | 6.66 495 | 4.09 488 | 16.05 548 | 4.26 437 | 30.44 587 | 31.01 581 | 18.53 519 | 26.48 506 | 23.69 570 | 13.68 535 | 15.27 513 | 10.59 538 | 0.05 343 | 0.02 116 | 0.44 572 | 0.05 356 | 0.73 529 | 0.23 368 |
|
| GwcNet-RSSM |  | 10.65 536 | 1.94 469 | 8.57 398 | 6.89 510 | 5.26 568 | 12.26 468 | 5.21 464 | 25.80 520 | 31.50 585 | 16.67 471 | 33.52 613 | 23.70 571 | 13.88 543 | 12.84 449 | 13.67 568 | 0.05 343 | 0.10 382 | 0.14 484 | 0.02 273 | 0.65 514 | 0.39 439 |
|
| z-ln-s-r |  | 14.97 613 | 6.05 621 | 40.55 693 | 5.39 390 | 5.41 578 | 13.95 501 | 13.34 644 | 21.84 470 | 36.75 634 | 18.86 527 | 43.90 686 | 23.71 572 | 16.41 591 | 22.64 633 | 28.99 685 | 0.02 253 | 0.02 116 | 0.00 1 | 0.00 1 | 1.04 561 | 0.48 469 |
|
| RT-IGEV |  | 10.44 530 | 1.62 387 | 11.92 523 | 5.95 437 | 2.23 361 | 21.30 614 | 14.50 655 | 29.47 572 | 24.30 515 | 21.51 576 | 20.17 418 | 23.81 573 | 12.18 505 | 13.13 465 | 4.90 402 | 0.10 392 | 0.27 552 | 0.05 373 | 0.37 576 | 0.52 476 | 0.55 484 |
|
| PAM |  | 6.94 401 | 1.65 395 | 14.88 580 | 5.38 388 | 1.98 341 | 14.76 521 | 1.28 172 | 14.54 333 | 6.77 239 | 15.52 438 | 9.10 259 | 24.15 574 | 11.60 495 | 12.46 431 | 2.33 252 | 0.04 315 | 0.28 558 | 0.07 408 | 0.42 591 | 0.57 493 | 0.99 556 |
|
| UGAM-zero |  | 6.91 397 | 1.47 315 | 13.65 556 | 4.24 276 | 1.67 301 | 5.51 260 | 0.72 121 | 17.44 392 | 6.74 238 | 14.56 409 | 15.84 357 | 24.16 575 | 14.20 550 | 12.79 447 | 3.96 363 | 0.00 1 | 0.22 517 | 0.02 317 | 0.58 616 | 0.14 232 | 0.27 392 |
|
| ADCP+ |  | 18.16 649 | 4.61 597 | 32.94 677 | 9.31 588 | 10.23 686 | 28.87 666 | 11.69 628 | 33.43 629 | 36.49 632 | 29.28 656 | 40.49 661 | 24.18 576 | 24.61 656 | 33.89 685 | 35.33 703 | 0.25 478 | 0.40 586 | 2.00 656 | 1.17 655 | 2.16 615 | 1.87 609 |
|
| StereoDRNet-Refined |  | 13.36 602 | 2.80 544 | 10.82 504 | 7.94 554 | 3.10 427 | 18.95 595 | 4.45 441 | 28.47 555 | 29.65 565 | 29.11 653 | 41.47 668 | 24.44 577 | 17.64 608 | 23.34 637 | 21.66 628 | 0.16 426 | 0.07 303 | 0.53 583 | 0.32 559 | 0.77 538 | 1.64 600 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| ToySt |  | 10.51 534 | 2.00 478 | 15.67 588 | 5.33 384 | 0.95 201 | 14.97 522 | 9.51 583 | 24.02 496 | 27.37 548 | 14.61 411 | 24.67 484 | 24.56 578 | 14.70 565 | 16.86 560 | 13.35 564 | 0.06 364 | 0.23 525 | 0.03 337 | 0.09 417 | 0.62 505 | 0.67 510 |
|
| ISRNet |  | 12.26 574 | 2.02 488 | 17.38 604 | 12.71 663 | 6.24 617 | 7.39 371 | 1.62 227 | 29.23 568 | 31.94 593 | 22.65 589 | 35.28 625 | 24.62 579 | 15.27 577 | 15.28 514 | 13.76 570 | 0.78 592 | 1.00 657 | 2.30 664 | 0.52 609 | 0.92 556 | 4.29 660 |
|
| DualNet (step1) |  | 12.44 580 | 4.86 603 | 17.49 605 | 5.97 438 | 2.94 417 | 17.57 582 | 8.30 562 | 28.75 557 | 23.91 512 | 24.38 609 | 21.03 438 | 24.64 580 | 17.82 612 | 13.58 481 | 9.82 520 | 6.44 702 | 0.87 650 | 6.62 695 | 7.44 711 | 3.20 640 | 3.11 643 |
|
| test_sample9 |  | 15.04 614 | 4.86 603 | 17.49 605 | 5.97 438 | 2.94 417 | 17.57 582 | 8.30 562 | 28.75 557 | 23.91 512 | 24.38 609 | 21.03 438 | 24.64 580 | 17.82 612 | 20.07 604 | 20.17 619 | 6.44 702 | 36.07 755 | 6.62 695 | 7.44 711 | 3.20 640 | 3.11 643 |
|
| test_sample7 |  | 10.45 531 | 2.24 517 | 9.90 475 | 5.32 383 | 2.01 345 | 14.98 523 | 7.44 552 | 28.75 557 | 23.91 512 | 24.38 609 | 21.03 438 | 24.64 580 | 17.82 612 | 13.58 481 | 9.82 520 | 0.59 565 | 0.87 650 | 0.39 569 | 0.12 442 | 0.66 518 | 0.47 465 |
|
| DeepPrunerF |  | 19.92 665 | 11.02 677 | 44.29 701 | 20.74 705 | 17.75 724 | 19.19 597 | 22.57 707 | 36.86 670 | 49.93 703 | 25.48 624 | 36.62 633 | 24.69 583 | 23.97 651 | 23.44 638 | 21.79 629 | 2.68 668 | 1.63 675 | 5.70 689 | 3.95 692 | 3.38 645 | 2.67 633 |
|
| ACVNet |  | 10.36 528 | 1.68 408 | 5.49 227 | 6.01 444 | 2.75 402 | 12.78 477 | 3.56 408 | 21.89 472 | 34.81 618 | 14.96 419 | 30.78 564 | 24.72 584 | 13.88 543 | 15.81 530 | 17.20 599 | 0.13 411 | 0.01 52 | 0.06 396 | 0.06 379 | 0.51 469 | 0.15 287 |
|
| acv_ft |  | 12.16 572 | 1.68 408 | 11.97 525 | 7.70 546 | 6.20 612 | 19.61 600 | 5.52 477 | 25.78 518 | 34.81 618 | 25.62 626 | 30.78 564 | 24.72 584 | 13.20 528 | 15.81 530 | 18.80 610 | 0.13 411 | 0.01 52 | 0.06 396 | 0.06 379 | 0.63 508 | 0.15 287 |
|
| GMStereo_Zeroshot |   | 10.83 546 | 7.81 649 | 19.95 636 | 9.55 596 | 2.47 380 | 11.83 454 | 1.31 176 | 20.84 457 | 20.52 462 | 22.73 590 | 35.93 629 | 24.76 586 | 5.94 331 | 19.68 596 | 7.04 452 | 0.45 538 | 0.02 116 | 0.25 534 | 0.01 227 | 5.38 671 | 0.19 332 |
|
| PAM_32 |  | 6.82 392 | 1.73 416 | 14.16 565 | 5.34 386 | 1.47 272 | 13.84 499 | 0.88 139 | 14.75 339 | 6.34 228 | 14.22 406 | 9.14 261 | 24.94 587 | 11.87 499 | 12.50 434 | 2.79 287 | 0.14 414 | 0.27 552 | 0.09 431 | 0.42 591 | 0.54 480 | 0.89 544 |
|
| cf-r |  | 10.06 518 | 1.60 376 | 7.99 363 | 5.82 421 | 5.70 595 | 12.92 480 | 4.78 452 | 24.18 501 | 27.47 550 | 16.91 477 | 31.02 570 | 25.12 588 | 14.05 546 | 11.63 379 | 11.01 546 | 0.03 294 | 0.03 159 | 0.05 373 | 0.03 302 | 0.43 428 | 0.39 439 |
|
| NLCA_NET_v2_RVC |  | 12.05 571 | 3.43 569 | 16.25 596 | 7.62 544 | 5.58 586 | 14.57 517 | 6.00 494 | 32.98 624 | 27.41 549 | 21.69 578 | 31.40 577 | 25.21 589 | 13.47 531 | 14.96 511 | 15.60 587 | 0.84 607 | 0.33 575 | 0.35 562 | 0.35 569 | 1.29 579 | 1.78 606 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhidong Zhu, Bo Li, and Renjie He.: NLCA-Net: A non-local context attention network for stereo matching. |
| UCFNet_RVC |  | 9.48 492 | 2.12 504 | 4.89 171 | 7.03 513 | 3.78 466 | 16.05 548 | 6.37 512 | 28.25 553 | 20.00 460 | 15.93 450 | 23.07 468 | 25.21 589 | 12.79 519 | 12.57 438 | 8.01 487 | 0.07 375 | 0.04 186 | 1.17 636 | 0.23 507 | 1.31 582 | 0.69 513 |
|
| PSMNet-ADL |  | 9.88 513 | 2.01 486 | 6.80 303 | 9.18 585 | 4.26 497 | 15.11 526 | 3.50 401 | 27.12 538 | 24.42 522 | 14.72 413 | 18.96 401 | 25.32 591 | 13.43 530 | 15.76 528 | 14.04 572 | 0.79 596 | 0.78 644 | 0.00 1 | 0.02 273 | 0.26 322 | 1.18 577 |
|
| GANet-RSSM |  | 9.48 492 | 1.32 266 | 6.45 284 | 6.72 500 | 5.51 584 | 12.78 477 | 6.03 499 | 26.55 530 | 18.96 450 | 14.92 418 | 27.95 521 | 25.41 592 | 14.69 564 | 13.52 479 | 7.60 472 | 0.10 392 | 0.10 382 | 0.16 499 | 0.01 227 | 0.51 469 | 0.39 439 |
|
| CFNet-ft |   | 9.87 511 | 2.18 512 | 5.49 227 | 7.45 535 | 5.25 565 | 15.76 541 | 5.98 492 | 21.89 472 | 21.87 484 | 14.96 419 | 30.02 552 | 25.68 593 | 13.68 535 | 12.46 431 | 10.94 543 | 0.08 379 | 0.06 273 | 1.83 653 | 0.22 498 | 1.09 563 | 0.43 454 |
|
| CFNet_RVC |  | 9.87 511 | 2.18 512 | 5.49 227 | 7.45 535 | 5.25 565 | 15.76 541 | 5.98 492 | 21.89 472 | 21.87 484 | 14.96 419 | 30.02 552 | 25.68 593 | 13.68 535 | 12.46 431 | 10.94 543 | 0.08 379 | 0.06 273 | 1.83 653 | 0.22 498 | 1.09 563 | 0.43 454 |
|
| coex_refinement |  | 11.56 558 | 1.53 344 | 7.45 335 | 8.18 561 | 5.09 551 | 17.10 575 | 7.07 540 | 31.05 594 | 32.20 597 | 18.57 520 | 30.81 566 | 25.84 595 | 12.31 508 | 13.41 474 | 19.47 614 | 0.23 466 | 0.04 186 | 0.02 317 | 0.10 429 | 0.44 432 | 0.37 433 |
|
| iResNet_ROB |  | 11.71 561 | 1.96 472 | 10.77 502 | 6.01 444 | 3.68 460 | 15.13 528 | 2.34 337 | 31.72 603 | 37.58 637 | 26.16 631 | 32.77 598 | 25.88 596 | 15.34 579 | 16.35 550 | 7.94 484 | 0.19 437 | 0.01 52 | 0.00 1 | 0.00 1 | 0.31 365 | 0.12 238 |
|
| TDLM |  | 12.98 594 | 3.78 580 | 9.77 471 | 10.75 636 | 4.94 539 | 16.10 552 | 14.08 651 | 35.05 649 | 31.87 588 | 22.36 585 | 26.51 508 | 26.09 597 | 14.97 572 | 24.73 647 | 13.11 561 | 1.05 627 | 0.05 233 | 1.21 640 | 0.27 536 | 1.83 603 | 1.00 558 |
|
| 1111x |  | 11.32 551 | 1.34 274 | 8.95 415 | 5.20 371 | 1.96 338 | 14.46 516 | 7.75 558 | 35.65 657 | 28.23 557 | 15.66 442 | 26.66 509 | 26.65 598 | 14.76 566 | 15.88 533 | 22.27 639 | 0.24 472 | 0.13 434 | 0.04 362 | 0.06 379 | 0.30 353 | 0.24 375 |
|
| DMCA-RVC |   | 11.41 554 | 3.32 566 | 11.68 519 | 10.12 615 | 4.81 533 | 11.92 457 | 4.11 427 | 24.67 505 | 23.66 507 | 20.06 548 | 28.51 530 | 26.71 599 | 24.96 661 | 15.95 541 | 14.82 579 | 0.41 529 | 0.34 578 | 0.56 587 | 0.16 465 | 0.72 528 | 0.69 513 |
|
| ADLNet |  | 12.34 578 | 2.22 514 | 10.14 488 | 8.38 567 | 6.78 630 | 17.56 581 | 9.05 573 | 33.21 628 | 26.28 539 | 27.06 639 | 26.01 497 | 26.80 600 | 13.76 538 | 16.99 562 | 18.74 609 | 0.24 472 | 0.39 583 | 0.23 530 | 0.10 429 | 0.64 512 | 2.16 624 |
|
| ACV-stereo |  | 11.65 560 | 5.15 609 | 28.84 662 | 6.80 505 | 3.33 438 | 20.38 605 | 6.59 525 | 21.03 459 | 20.57 463 | 17.67 495 | 20.95 437 | 26.81 601 | 16.69 593 | 20.19 608 | 13.26 563 | 0.72 583 | 1.11 661 | 0.15 491 | 0.09 417 | 0.65 514 | 2.13 619 |
|
| FADNet-RVC |  | 13.27 600 | 11.57 680 | 39.71 690 | 7.94 554 | 4.50 521 | 15.41 534 | 6.95 539 | 27.96 547 | 22.98 498 | 20.37 554 | 30.73 563 | 26.86 602 | 11.31 485 | 20.50 618 | 14.28 575 | 0.14 414 | 0.14 451 | 0.13 479 | 0.18 472 | 2.83 627 | 0.86 539 |
|
| xxxx |  | 11.74 564 | 1.16 205 | 7.88 354 | 5.61 400 | 1.99 342 | 20.46 606 | 3.12 386 | 33.99 635 | 23.76 511 | 15.53 439 | 30.67 560 | 26.88 603 | 14.50 560 | 12.98 459 | 35.48 705 | 0.19 437 | 0.18 485 | 0.01 282 | 0.02 273 | 0.22 283 | 0.27 392 |
|
| ICVP |  | 10.07 520 | 1.73 416 | 6.11 269 | 9.08 581 | 3.31 437 | 12.25 467 | 6.56 523 | 26.30 528 | 22.52 492 | 16.49 465 | 31.80 584 | 26.94 604 | 12.42 510 | 11.35 360 | 10.92 541 | 1.17 634 | 0.57 627 | 0.17 501 | 0.10 429 | 0.58 497 | 1.07 567 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| HGLStereo |  | 12.72 588 | 2.66 541 | 12.34 529 | 9.93 609 | 7.55 648 | 16.16 556 | 7.45 553 | 31.48 601 | 27.01 546 | 20.01 545 | 35.31 626 | 26.98 605 | 18.90 625 | 17.87 570 | 18.90 611 | 0.33 499 | 0.16 469 | 0.07 408 | 0.05 356 | 0.48 451 | 0.70 517 |
|
| UNet |  | 12.64 586 | 2.02 488 | 13.36 544 | 6.85 509 | 7.76 654 | 25.31 647 | 4.74 451 | 34.10 636 | 28.19 556 | 20.03 547 | 31.07 571 | 27.02 606 | 17.36 605 | 20.18 607 | 13.87 571 | 0.06 364 | 0.05 233 | 0.27 540 | 0.01 227 | 0.23 298 | 0.39 439 |
|
| MultiAttention |  | 21.34 676 | 1.48 322 | 14.65 575 | 12.08 659 | 4.10 489 | 63.05 749 | 95.71 785 | 42.52 704 | 41.89 661 | 15.33 435 | 30.20 556 | 28.14 607 | 7.73 397 | 44.07 726 | 13.67 568 | 0.84 607 | 0.27 552 | 1.06 629 | 1.58 666 | 4.47 658 | 3.88 654 |
|
| FADNet |  | 14.18 608 | 10.92 674 | 37.56 686 | 7.79 551 | 6.64 624 | 17.48 580 | 6.91 536 | 34.73 647 | 34.03 609 | 18.85 526 | 27.02 513 | 28.26 608 | 14.24 552 | 17.77 569 | 10.09 528 | 0.41 529 | 0.67 636 | 0.37 566 | 0.37 576 | 8.13 687 | 1.34 583 |
|
| MDST_ROB |  | 17.92 647 | 1.60 376 | 13.68 557 | 13.88 675 | 6.44 621 | 43.05 717 | 14.86 659 | 42.74 706 | 41.66 658 | 43.25 712 | 42.85 678 | 28.43 609 | 17.28 604 | 29.35 671 | 16.06 590 | 0.88 614 | 0.11 405 | 0.63 593 | 0.47 603 | 0.50 465 | 0.64 506 |
|
| ssnet_v2 |  | 13.23 597 | 2.43 525 | 11.25 510 | 7.34 527 | 2.92 416 | 23.05 627 | 12.95 639 | 35.93 660 | 32.92 605 | 21.23 573 | 25.38 490 | 28.81 610 | 15.22 576 | 22.57 631 | 19.81 617 | 0.18 433 | 0.08 341 | 0.19 514 | 0.05 356 | 1.24 575 | 1.06 565 |
|
| CRFU-Net |  | 12.56 584 | 2.89 550 | 11.77 520 | 8.18 561 | 5.80 600 | 24.84 638 | 10.46 612 | 24.56 503 | 13.12 356 | 30.06 661 | 29.37 537 | 29.09 611 | 19.64 629 | 19.96 601 | 18.53 608 | 0.82 602 | 0.48 609 | 0.27 540 | 0.15 462 | 0.53 477 | 0.68 511 |
|
| Wz-Net-LNSev-Ref |  | 15.26 617 | 3.68 577 | 27.36 660 | 7.11 520 | 5.83 603 | 24.88 640 | 12.12 634 | 30.19 580 | 36.12 630 | 27.08 640 | 45.98 691 | 29.10 612 | 13.65 534 | 20.45 617 | 20.26 622 | 0.67 578 | 0.00 1 | 0.10 450 | 0.00 1 | 0.32 375 | 0.26 386 |
|
| S-Stereo |  | 16.85 630 | 3.95 586 | 20.67 641 | 12.08 659 | 8.91 677 | 21.68 615 | 12.61 638 | 32.20 613 | 44.61 679 | 22.37 586 | 38.42 649 | 29.15 613 | 28.02 675 | 18.58 581 | 22.36 641 | 2.88 670 | 3.11 704 | 0.87 621 | 1.82 670 | 3.58 647 | 9.08 706 |
|
| DRN-Test |  | 15.88 620 | 3.83 583 | 14.70 577 | 9.96 611 | 8.02 661 | 28.93 668 | 14.65 656 | 42.34 702 | 38.25 644 | 28.18 648 | 34.31 621 | 29.22 614 | 18.35 619 | 20.01 602 | 22.68 643 | 0.37 512 | 0.41 587 | 0.46 575 | 0.28 539 | 1.28 578 | 1.34 583 |
|
| Syn2CoEx |  | 17.03 635 | 10.40 668 | 25.65 656 | 20.35 702 | 8.02 661 | 26.28 652 | 11.27 620 | 37.16 673 | 32.69 603 | 28.89 651 | 40.17 659 | 29.27 615 | 26.63 665 | 19.19 590 | 17.63 603 | 0.98 621 | 0.54 623 | 1.23 644 | 0.23 507 | 1.82 602 | 2.24 625 |
|
| xyz-stereo |  | 13.23 597 | 0.83 83 | 38.70 689 | 2.53 92 | 0.83 181 | 41.19 715 | 4.82 458 | 13.68 315 | 26.28 539 | 22.98 594 | 37.78 643 | 29.35 616 | 18.53 622 | 18.11 576 | 7.85 481 | 0.22 456 | 0.03 159 | 0.64 595 | 0.01 227 | 0.13 225 | 0.06 155 |
|
| DStereoSA |  | 26.02 707 | 16.00 700 | 36.80 685 | 23.05 714 | 13.50 710 | 27.80 662 | 20.87 700 | 49.24 727 | 58.93 736 | 26.92 636 | 36.89 635 | 29.48 617 | 37.74 707 | 38.81 715 | 26.96 667 | 7.13 708 | 7.34 731 | 15.03 721 | 11.26 729 | 21.25 731 | 15.34 726 |
|
| DCVSM-stereo |  | 9.70 500 | 1.83 451 | 11.36 514 | 5.81 420 | 3.59 455 | 10.57 425 | 3.00 380 | 18.71 421 | 22.11 487 | 23.79 602 | 19.02 403 | 29.73 618 | 17.68 609 | 13.33 471 | 9.11 514 | 0.21 450 | 1.14 662 | 0.27 540 | 0.06 379 | 0.75 535 | 1.89 610 |
|
| CVANet_RVC |  | 13.24 599 | 3.39 568 | 8.43 387 | 8.42 568 | 5.04 548 | 18.52 594 | 11.72 629 | 32.03 608 | 33.85 608 | 23.17 597 | 32.77 598 | 29.78 619 | 16.51 592 | 23.20 635 | 11.28 547 | 0.94 616 | 0.04 186 | 1.19 639 | 0.47 603 | 3.13 636 | 1.01 559 |
|
| iResNetv2_ROB |  | 12.00 569 | 2.91 552 | 13.46 549 | 5.82 421 | 3.73 464 | 13.15 484 | 6.45 516 | 34.15 637 | 36.02 628 | 25.25 619 | 33.81 617 | 29.79 620 | 14.24 552 | 13.61 483 | 6.10 436 | 0.21 450 | 0.02 116 | 0.12 467 | 0.00 1 | 0.82 542 | 0.25 382 |
|
| SGM-Forest |  | 12.92 591 | 1.87 455 | 6.61 288 | 5.68 406 | 2.05 348 | 23.19 628 | 11.30 621 | 34.24 641 | 30.77 579 | 26.54 634 | 31.99 587 | 29.98 621 | 15.74 583 | 21.17 623 | 13.36 565 | 1.05 627 | 0.33 575 | 0.84 616 | 0.01 227 | 0.71 524 | 0.97 552 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| CSP-Net |  | 12.85 590 | 2.95 554 | 9.64 462 | 5.94 436 | 3.96 476 | 25.85 648 | 9.93 590 | 28.81 561 | 26.00 536 | 29.31 657 | 32.44 595 | 30.00 622 | 15.16 575 | 20.25 610 | 14.30 576 | 0.55 559 | 0.19 493 | 0.03 337 | 0.00 1 | 0.65 514 | 0.98 555 |
|
| psm_up |  | 13.18 596 | 1.91 461 | 8.81 408 | 9.59 599 | 5.84 604 | 15.17 529 | 11.37 623 | 38.74 684 | 30.81 580 | 20.66 560 | 30.32 557 | 30.00 622 | 23.12 646 | 19.19 590 | 16.02 589 | 0.58 561 | 0.10 382 | 0.17 501 | 0.01 227 | 0.65 514 | 0.55 484 |
|
| AACVNet |  | 10.58 535 | 2.86 549 | 9.78 472 | 8.95 578 | 3.30 436 | 10.80 434 | 4.78 452 | 22.37 478 | 12.55 348 | 27.50 643 | 29.84 549 | 30.06 624 | 15.99 586 | 19.10 589 | 11.60 551 | 0.40 527 | 0.18 485 | 0.22 526 | 0.03 302 | 0.62 505 | 0.73 521 |
|
| CBFPSM |  | 12.42 579 | 2.59 539 | 28.96 665 | 4.74 319 | 3.20 431 | 22.33 620 | 16.31 676 | 21.13 461 | 21.03 470 | 21.04 568 | 27.81 519 | 30.24 625 | 15.99 586 | 14.59 508 | 14.80 578 | 0.04 315 | 0.49 612 | 0.10 450 | 0.16 465 | 0.51 469 | 2.34 629 |
|
| w-ln-seven-2 |  | 17.58 641 | 7.62 648 | 41.78 697 | 11.29 649 | 6.55 623 | 23.49 629 | 14.08 651 | 29.64 575 | 39.85 651 | 28.44 650 | 42.38 674 | 30.45 626 | 27.66 672 | 22.16 628 | 22.15 635 | 0.44 536 | 0.49 612 | 0.65 596 | 0.17 470 | 1.58 590 | 0.81 530 |
|
| Consistency-Raft |  | 41.82 740 | 35.10 735 | 44.56 703 | 32.85 731 | 41.39 746 | 46.76 721 | 34.76 737 | 57.01 746 | 54.94 720 | 32.10 674 | 65.22 746 | 30.82 627 | 48.46 735 | 40.81 720 | 48.77 744 | 27.39 740 | 34.28 753 | 42.92 745 | 51.66 757 | 39.28 743 | 27.28 738 |
|
| dad |  | 12.24 573 | 10.20 665 | 13.68 557 | 6.64 494 | 1.47 272 | 13.55 493 | 3.58 411 | 17.62 396 | 35.33 623 | 27.15 642 | 32.65 597 | 30.85 628 | 10.86 469 | 14.33 499 | 10.04 527 | 2.95 671 | 0.55 625 | 7.92 707 | 0.91 637 | 3.35 644 | 1.17 575 |
|
| CBMV |   | 13.69 606 | 3.63 574 | 8.02 366 | 5.93 435 | 2.69 396 | 22.57 623 | 12.44 636 | 29.81 577 | 31.57 586 | 31.20 667 | 33.79 616 | 31.04 629 | 17.41 606 | 25.28 650 | 14.11 574 | 0.71 581 | 0.60 629 | 0.60 591 | 0.11 439 | 1.11 566 | 1.13 571 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| APVNet |  | 17.75 645 | 5.46 616 | 20.35 639 | 12.31 661 | 8.40 665 | 30.16 674 | 24.10 715 | 41.14 698 | 30.12 573 | 25.08 617 | 41.09 664 | 31.24 630 | 23.12 646 | 27.07 659 | 27.86 678 | 0.34 503 | 0.56 626 | 3.02 675 | 0.52 609 | 1.68 598 | 1.45 590 |
|
| zh-mn7 |  | 21.99 681 | 13.21 686 | 53.55 719 | 10.73 634 | 5.68 592 | 27.38 660 | 14.94 661 | 34.53 646 | 56.55 729 | 40.02 703 | 57.13 727 | 31.28 631 | 23.73 649 | 35.83 699 | 30.28 688 | 0.95 619 | 0.44 598 | 0.22 526 | 0.19 485 | 1.26 577 | 1.86 607 |
|
| GwcNet |   | 16.48 626 | 5.23 612 | 20.03 637 | 10.24 620 | 8.48 666 | 28.79 665 | 10.09 598 | 38.60 682 | 44.51 678 | 23.29 599 | 36.95 637 | 31.29 632 | 19.79 633 | 20.42 615 | 25.70 664 | 0.54 557 | 0.72 638 | 0.57 588 | 0.39 582 | 1.37 585 | 2.64 632 |
|
| ADCL |  | 21.64 679 | 6.20 626 | 47.32 708 | 9.93 609 | 6.91 636 | 38.69 711 | 19.97 697 | 31.26 597 | 54.04 714 | 27.89 646 | 47.97 700 | 31.35 633 | 30.66 688 | 33.18 683 | 36.62 708 | 0.99 622 | 0.92 655 | 2.63 670 | 1.82 670 | 2.45 618 | 2.13 619 |
|
| DDVS |  | 10.70 538 | 3.00 557 | 11.95 524 | 6.84 508 | 3.80 469 | 15.73 540 | 2.83 374 | 23.57 492 | 17.37 427 | 20.98 564 | 29.89 550 | 31.40 634 | 8.70 421 | 19.22 592 | 13.19 562 | 0.74 589 | 1.53 673 | 0.07 408 | 0.21 495 | 0.84 545 | 2.11 618 |
|
| hitnet-ft |   | 12.04 570 | 2.11 501 | 6.14 270 | 7.27 525 | 3.90 473 | 25.98 650 | 3.56 408 | 22.56 479 | 23.74 509 | 20.55 555 | 33.81 617 | 31.59 635 | 18.67 624 | 19.47 594 | 17.20 599 | 0.42 533 | 1.36 667 | 0.35 562 | 0.07 392 | 1.11 566 | 0.86 539 |
|
| DStereoO |  | 23.30 690 | 15.58 699 | 13.92 559 | 14.76 683 | 8.35 664 | 16.44 564 | 16.19 675 | 33.98 634 | 39.60 648 | 30.48 662 | 28.08 522 | 31.65 636 | 32.30 695 | 41.39 721 | 27.39 671 | 48.20 752 | 3.83 714 | 28.72 739 | 3.33 686 | 25.98 737 | 5.78 674 |
|
| Wz-Net-LNSev |  | 18.19 650 | 10.57 670 | 41.33 695 | 10.19 617 | 7.94 659 | 24.29 633 | 15.28 668 | 34.15 637 | 43.38 673 | 32.90 679 | 43.72 684 | 31.94 637 | 22.21 642 | 20.81 621 | 22.26 637 | 0.47 544 | 0.22 517 | 0.00 1 | 0.02 273 | 1.22 573 | 0.94 550 |
|
| STTStereo |  | 12.97 592 | 4.88 606 | 26.57 658 | 7.54 540 | 5.41 578 | 13.43 488 | 6.49 519 | 30.53 588 | 26.35 541 | 25.14 618 | 31.43 578 | 32.00 638 | 14.12 548 | 16.01 543 | 14.83 580 | 0.29 491 | 0.31 567 | 0.67 598 | 1.08 648 | 1.21 572 | 1.11 568 |
|
| fast-acv-ft |  | 14.25 609 | 4.00 587 | 16.20 594 | 7.51 538 | 5.14 558 | 26.38 654 | 9.77 588 | 24.62 504 | 34.84 620 | 25.30 621 | 37.27 639 | 32.09 639 | 20.38 635 | 18.32 577 | 19.50 615 | 0.36 509 | 0.32 570 | 0.63 593 | 0.47 603 | 1.18 570 | 0.76 525 |
|
| z-mn7 |  | 21.05 672 | 9.91 662 | 45.96 706 | 11.27 648 | 5.23 562 | 33.41 690 | 15.27 667 | 35.65 657 | 57.07 731 | 26.62 635 | 53.08 715 | 32.21 640 | 24.80 659 | 35.65 697 | 30.93 691 | 0.49 547 | 0.25 544 | 0.55 585 | 0.11 439 | 1.62 592 | 0.90 545 |
|
| DLCB_ROB |  | 13.35 601 | 3.00 557 | 9.12 434 | 9.43 590 | 5.68 592 | 21.80 617 | 10.12 600 | 29.19 567 | 29.92 572 | 27.71 644 | 31.45 583 | 32.37 641 | 19.50 628 | 19.02 586 | 16.73 596 | 0.22 456 | 0.04 186 | 0.38 568 | 0.06 379 | 0.49 460 | 0.85 538 |
|
| SACVNet |  | 13.38 603 | 4.08 588 | 11.41 516 | 11.67 653 | 5.79 599 | 17.28 576 | 9.39 580 | 32.77 621 | 22.29 488 | 28.11 647 | 33.35 609 | 32.48 642 | 21.86 641 | 19.75 597 | 10.28 533 | 1.00 623 | 0.48 609 | 0.85 617 | 0.29 543 | 1.31 582 | 3.08 641 |
|
| MaskLacGwcNet_RVC |  | 16.87 632 | 16.27 702 | 17.93 616 | 11.24 647 | 6.69 627 | 28.95 669 | 10.44 607 | 41.23 699 | 21.49 477 | 29.68 659 | 34.27 620 | 32.48 642 | 11.00 474 | 20.05 603 | 15.09 583 | 8.22 711 | 2.59 693 | 12.23 718 | 0.75 628 | 10.40 700 | 6.34 680 |
|
| RTSC |  | 19.64 660 | 9.36 656 | 31.06 675 | 10.99 641 | 6.24 617 | 28.10 663 | 10.14 602 | 37.50 676 | 58.34 735 | 31.74 671 | 36.70 634 | 32.50 644 | 21.03 640 | 36.00 702 | 37.24 714 | 1.23 636 | 0.44 598 | 0.12 467 | 0.31 556 | 1.98 608 | 1.69 603 |
|
| RTS |  | 30.15 717 | 23.12 722 | 96.33 781 | 16.71 690 | 11.63 698 | 58.66 741 | 24.28 717 | 36.80 668 | 62.63 745 | 43.79 713 | 46.10 692 | 32.56 645 | 43.90 724 | 51.29 738 | 40.92 724 | 2.38 661 | 0.66 634 | 1.06 629 | 0.74 626 | 5.11 665 | 4.34 661 |
|
| RTSA |  | 30.15 717 | 23.12 722 | 96.33 781 | 16.71 690 | 11.63 698 | 58.66 741 | 24.28 717 | 36.80 668 | 62.63 745 | 43.79 713 | 46.10 692 | 32.56 645 | 43.90 724 | 51.29 738 | 40.92 724 | 2.38 661 | 0.66 634 | 1.06 629 | 0.74 626 | 5.11 665 | 4.34 661 |
|
| NaN_ROB |  | 16.51 627 | 6.51 631 | 16.22 595 | 10.53 628 | 4.64 529 | 31.76 682 | 17.78 688 | 37.00 671 | 43.37 672 | 29.68 659 | 31.29 574 | 32.67 647 | 20.32 634 | 28.00 666 | 16.06 590 | 0.38 514 | 0.41 587 | 0.32 558 | 0.41 586 | 0.87 549 | 1.94 612 |
|
| GASNet |  | 17.30 638 | 19.38 712 | 30.46 673 | 20.66 704 | 9.36 681 | 16.06 550 | 9.06 574 | 43.89 714 | 40.04 652 | 25.35 623 | 23.73 472 | 32.90 648 | 15.37 580 | 28.91 668 | 17.05 597 | 3.04 673 | 0.27 552 | 1.88 655 | 0.45 601 | 6.73 676 | 1.37 585 |
|
| G-Net |  | 21.25 674 | 8.24 652 | 37.97 688 | 15.14 687 | 9.26 680 | 50.87 728 | 16.80 682 | 27.96 547 | 30.54 576 | 38.92 699 | 42.93 679 | 33.27 649 | 32.17 694 | 27.99 665 | 25.25 659 | 4.40 688 | 3.83 714 | 3.60 681 | 0.97 643 | 7.91 686 | 6.95 688 |
|
| ac_64 |  | 11.10 550 | 1.49 329 | 9.88 474 | 8.24 564 | 5.45 582 | 19.12 596 | 6.46 517 | 24.10 499 | 14.34 378 | 22.80 592 | 23.87 476 | 33.28 650 | 15.54 581 | 18.87 584 | 17.26 601 | 0.28 489 | 0.12 418 | 0.02 317 | 0.02 273 | 0.26 322 | 0.63 500 |
|
| zh-sn7 |  | 23.03 689 | 15.48 698 | 50.25 710 | 14.08 677 | 7.77 655 | 26.71 657 | 23.32 714 | 36.59 666 | 48.43 695 | 33.80 684 | 51.71 711 | 33.34 651 | 33.77 698 | 39.91 718 | 37.07 712 | 0.60 566 | 0.86 648 | 0.54 584 | 0.35 569 | 3.18 637 | 2.85 636 |
|
| SQANet |  | 21.24 673 | 24.08 724 | 19.60 631 | 26.40 721 | 18.74 726 | 30.87 680 | 9.24 578 | 32.70 620 | 29.58 564 | 25.25 619 | 33.37 610 | 33.47 652 | 19.19 626 | 28.11 667 | 18.32 607 | 10.87 721 | 2.92 702 | 26.49 738 | 5.65 706 | 18.43 729 | 11.48 716 |
|
| AnyNet_C32 |  | 23.37 691 | 13.28 688 | 40.29 692 | 12.36 662 | 11.44 697 | 30.39 676 | 29.15 729 | 31.36 600 | 44.90 681 | 35.36 689 | 48.86 701 | 33.61 653 | 34.20 699 | 43.15 725 | 41.62 731 | 1.27 637 | 1.35 666 | 1.18 638 | 2.58 679 | 4.77 662 | 6.27 679 |
|
| w-ln-seven |  | 21.04 671 | 9.30 654 | 55.15 728 | 11.32 650 | 9.98 683 | 30.27 675 | 18.05 690 | 37.06 672 | 55.12 723 | 36.70 694 | 43.26 681 | 33.73 654 | 22.90 644 | 22.63 632 | 29.52 686 | 0.39 524 | 0.18 485 | 0.85 617 | 0.16 465 | 2.75 625 | 1.47 591 |
|
| YMNet |  | 15.91 621 | 5.68 619 | 21.74 645 | 10.94 639 | 8.77 673 | 25.22 645 | 9.21 576 | 32.22 614 | 31.35 582 | 33.81 685 | 38.84 651 | 34.00 655 | 17.83 615 | 19.95 599 | 21.57 626 | 0.87 611 | 1.30 663 | 1.22 642 | 0.91 637 | 1.64 595 | 1.18 577 |
|
| YMNet_1 |  | 15.91 621 | 5.68 619 | 21.74 645 | 10.94 639 | 8.77 673 | 25.22 645 | 9.21 576 | 32.22 614 | 31.35 582 | 33.81 685 | 38.84 651 | 34.00 655 | 17.83 615 | 19.95 599 | 21.57 626 | 0.87 611 | 1.30 663 | 1.22 642 | 0.91 637 | 1.64 595 | 1.18 577 |
|
| HSM-Net_RVC |   | 10.88 547 | 1.23 230 | 5.46 222 | 5.57 398 | 2.63 393 | 20.12 604 | 6.06 501 | 27.67 545 | 28.35 558 | 20.63 559 | 25.51 492 | 34.01 657 | 14.38 555 | 16.18 544 | 9.29 516 | 0.11 400 | 0.07 303 | 0.01 282 | 0.00 1 | 0.13 225 | 0.14 266 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| aanetorigin |  | 19.21 658 | 12.59 682 | 53.50 715 | 9.67 600 | 7.83 656 | 11.85 456 | 13.87 649 | 17.05 387 | 34.15 613 | 49.18 722 | 48.89 703 | 34.05 658 | 30.22 685 | 22.86 634 | 28.00 682 | 1.01 625 | 0.75 642 | 0.67 598 | 0.89 633 | 3.07 633 | 4.14 659 |
|
| StereoDRNet |  | 15.30 618 | 4.47 595 | 14.35 572 | 10.71 632 | 8.69 671 | 25.02 643 | 11.03 616 | 39.66 688 | 35.62 626 | 29.17 654 | 28.81 531 | 34.05 658 | 17.80 611 | 18.80 583 | 23.77 648 | 0.41 529 | 0.30 563 | 0.15 491 | 0.14 453 | 1.64 595 | 1.42 588 |
|
| GANetREF_RVC |   | 25.41 705 | 29.28 729 | 24.63 652 | 25.18 717 | 6.04 610 | 30.44 677 | 35.39 740 | 47.84 723 | 50.60 709 | 36.88 695 | 36.04 631 | 34.11 660 | 31.23 690 | 37.46 706 | 27.96 681 | 8.58 712 | 2.66 695 | 16.29 723 | 4.95 703 | 14.37 718 | 8.32 701 |
| 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 |
| Nwc_Net |  | 17.98 648 | 4.67 598 | 17.79 615 | 14.26 678 | 11.65 700 | 25.14 644 | 14.88 660 | 40.85 695 | 39.83 650 | 21.07 569 | 43.24 680 | 34.50 661 | 27.64 671 | 26.44 658 | 25.03 657 | 3.22 675 | 0.18 485 | 2.52 669 | 3.18 683 | 1.98 608 | 1.51 593 |
|
| PSMNet_ROB |  | 16.90 633 | 5.45 615 | 14.16 565 | 13.77 671 | 7.25 642 | 27.65 661 | 32.74 734 | 43.21 710 | 37.88 642 | 24.00 603 | 32.97 603 | 34.55 662 | 16.69 593 | 17.41 565 | 23.96 650 | 0.38 514 | 0.22 517 | 0.93 623 | 2.05 674 | 1.83 603 | 0.96 551 |
|
| PWC_ROB |   | 18.37 651 | 10.55 669 | 25.19 654 | 10.21 618 | 6.29 620 | 23.75 630 | 4.79 454 | 35.93 660 | 48.75 697 | 32.56 677 | 44.46 689 | 34.68 663 | 24.78 658 | 30.99 677 | 25.72 665 | 1.38 641 | 0.08 341 | 1.57 650 | 0.26 529 | 2.18 616 | 3.17 648 |
|
| NCC-stereo |  | 19.75 661 | 6.08 622 | 23.96 649 | 15.05 684 | 16.17 720 | 18.42 590 | 21.45 702 | 43.31 712 | 41.00 656 | 24.30 607 | 38.12 647 | 34.98 664 | 26.92 667 | 35.46 694 | 25.65 661 | 4.29 684 | 2.07 683 | 3.24 678 | 8.90 721 | 2.86 628 | 2.86 638 |
|
| Abc-Net |  | 19.75 661 | 6.08 622 | 23.96 649 | 15.05 684 | 16.17 720 | 18.42 590 | 21.45 702 | 43.31 712 | 41.00 656 | 24.30 607 | 38.12 647 | 34.98 664 | 26.92 667 | 35.46 694 | 25.65 661 | 4.29 684 | 2.07 683 | 3.24 678 | 8.90 721 | 2.86 628 | 2.86 638 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| CC-Net-ROB |  | 22.04 682 | 22.91 721 | 28.86 663 | 14.05 676 | 8.73 672 | 33.79 691 | 15.26 666 | 46.84 720 | 36.06 629 | 33.72 683 | 32.10 590 | 35.47 666 | 24.02 652 | 23.57 639 | 27.88 679 | 8.95 715 | 2.95 703 | 24.94 735 | 3.68 689 | 12.41 711 | 4.62 666 |
|
| DGSMNet |  | 19.79 663 | 12.06 681 | 33.43 680 | 13.79 672 | 16.23 722 | 22.97 624 | 15.88 672 | 35.41 654 | 41.96 662 | 19.90 543 | 32.16 592 | 35.60 667 | 18.14 617 | 29.48 673 | 23.10 645 | 3.85 680 | 3.89 717 | 6.16 692 | 4.75 699 | 13.56 713 | 13.44 722 |
|
| DISCO |  | 16.36 625 | 1.88 457 | 16.15 593 | 7.78 550 | 4.19 493 | 26.92 658 | 10.21 604 | 30.31 585 | 44.26 677 | 21.35 575 | 33.91 619 | 35.80 668 | 22.40 643 | 35.65 697 | 33.87 698 | 0.18 433 | 0.08 341 | 0.04 362 | 0.04 326 | 1.71 599 | 0.54 482 |
|
| EDNetEfficient |  | 25.16 702 | 22.23 720 | 77.22 760 | 9.09 582 | 7.38 645 | 19.38 598 | 16.78 681 | 21.41 464 | 55.74 726 | 61.52 750 | 53.51 719 | 36.22 669 | 40.65 720 | 24.22 642 | 38.27 716 | 0.62 573 | 0.74 640 | 0.86 620 | 2.60 680 | 7.70 682 | 7.09 690 |
|
| DStereoFS |  | 26.88 709 | 21.28 719 | 29.50 667 | 18.65 700 | 12.35 705 | 29.13 671 | 13.04 640 | 50.34 732 | 47.29 690 | 35.95 692 | 44.38 688 | 36.32 670 | 41.02 721 | 51.90 742 | 33.82 697 | 7.92 710 | 5.83 724 | 15.86 722 | 9.22 723 | 17.41 726 | 16.41 728 |
|
| ADCMid |  | 22.76 686 | 10.75 672 | 41.73 696 | 11.23 646 | 7.97 660 | 27.26 659 | 19.18 696 | 35.44 656 | 38.02 643 | 40.23 704 | 46.38 694 | 36.56 671 | 42.70 723 | 38.20 711 | 40.75 723 | 1.77 646 | 1.43 669 | 3.05 676 | 3.81 691 | 4.96 663 | 3.82 651 |
|
| PSMNet-RUCA |  | 24.03 695 | 26.83 727 | 40.96 694 | 35.46 733 | 34.27 740 | 16.24 561 | 9.79 589 | 39.82 690 | 31.45 584 | 31.49 668 | 41.54 670 | 36.82 672 | 26.02 663 | 27.92 663 | 15.09 583 | 11.51 727 | 2.06 681 | 20.58 728 | 8.10 719 | 15.83 721 | 8.74 703 |
|
| DANet |  | 16.85 630 | 8.00 651 | 26.04 657 | 14.56 682 | 7.25 642 | 20.59 607 | 5.37 468 | 26.22 527 | 26.02 538 | 32.17 675 | 36.00 630 | 37.20 673 | 29.77 683 | 30.75 676 | 24.62 656 | 1.14 633 | 1.34 665 | 2.21 662 | 0.51 608 | 3.18 637 | 4.07 658 |
| Z Ling, K Yang, J Li, Y Zhang, X Gao, L Luo, L Xie: Domain-adaptive modules for stereo matching network. Neurocomputing 2021 |
| UDG |  | 21.45 678 | 14.84 695 | 14.44 573 | 21.30 710 | 20.08 728 | 32.05 685 | 13.76 647 | 35.98 662 | 35.52 625 | 25.93 627 | 30.69 561 | 37.26 674 | 30.66 688 | 21.97 626 | 19.89 618 | 10.88 723 | 5.55 723 | 22.78 733 | 7.65 714 | 14.83 719 | 13.05 721 |
|
| FAT-Stereo |  | 16.81 629 | 2.97 555 | 17.56 609 | 9.80 604 | 6.21 613 | 16.12 555 | 13.23 643 | 38.18 681 | 39.67 649 | 27.00 638 | 39.73 658 | 37.55 675 | 31.30 691 | 20.39 614 | 21.52 625 | 3.44 676 | 2.05 680 | 0.81 614 | 1.10 649 | 1.89 606 | 5.72 673 |
|
| DDUNet |  | 22.66 684 | 19.69 714 | 14.64 574 | 24.11 716 | 22.38 732 | 24.84 638 | 17.71 687 | 30.36 586 | 30.32 575 | 29.02 652 | 37.31 640 | 37.63 676 | 24.66 657 | 24.67 645 | 17.08 598 | 18.42 733 | 7.92 732 | 26.43 737 | 11.81 730 | 17.23 724 | 16.95 730 |
|
| XQC |  | 24.10 696 | 16.76 703 | 50.68 711 | 21.37 711 | 11.01 691 | 35.24 695 | 18.84 694 | 37.28 675 | 55.11 722 | 31.64 670 | 30.06 555 | 37.71 677 | 30.31 686 | 37.17 705 | 39.66 719 | 4.20 683 | 0.41 587 | 2.76 673 | 1.89 672 | 11.46 709 | 8.42 702 |
|
| RYNet |  | 18.92 655 | 4.69 600 | 16.88 602 | 10.99 641 | 15.84 719 | 46.72 720 | 16.57 679 | 37.84 677 | 48.03 692 | 26.92 636 | 26.48 506 | 37.84 678 | 24.92 660 | 19.80 598 | 31.04 692 | 0.25 478 | 0.25 544 | 0.62 592 | 0.03 302 | 6.34 675 | 6.39 681 |
|
| pmcnn |  | 14.59 611 | 3.68 577 | 19.78 634 | 6.83 507 | 4.51 522 | 21.27 613 | 14.67 657 | 27.37 541 | 30.54 576 | 27.09 641 | 40.19 660 | 38.71 679 | 18.53 622 | 17.70 568 | 19.27 612 | 0.84 607 | 0.09 360 | 0.00 1 | 0.00 1 | 0.48 451 | 0.31 413 |
|
| SHD |  | 21.32 675 | 10.03 663 | 30.16 671 | 14.30 679 | 8.68 670 | 24.15 631 | 8.93 570 | 40.82 694 | 61.17 740 | 35.79 691 | 44.15 687 | 38.73 680 | 30.20 684 | 33.88 684 | 31.09 693 | 2.00 652 | 0.81 645 | 1.17 636 | 1.55 664 | 4.08 654 | 4.78 667 |
|
| ccnet |  | 24.02 694 | 16.16 701 | 21.70 644 | 11.83 657 | 17.75 724 | 37.87 706 | 16.18 674 | 45.46 719 | 31.93 592 | 36.99 697 | 46.46 698 | 38.76 681 | 29.52 682 | 37.55 708 | 40.93 726 | 9.20 716 | 6.29 725 | 9.63 712 | 7.71 716 | 11.19 705 | 7.21 693 |
|
| Wz-Net-SNSev |  | 22.67 685 | 16.94 704 | 45.69 704 | 13.85 674 | 8.52 668 | 28.89 667 | 27.06 723 | 39.39 687 | 55.04 721 | 31.77 672 | 53.23 716 | 39.18 682 | 23.41 648 | 26.40 656 | 36.25 706 | 0.78 592 | 0.21 507 | 1.21 640 | 0.90 634 | 3.03 632 | 1.62 599 |
|
| ADCPNet |  | 21.93 680 | 9.38 657 | 57.92 732 | 11.76 655 | 6.88 634 | 36.03 698 | 18.44 692 | 32.80 622 | 35.93 627 | 32.91 680 | 43.80 685 | 39.21 683 | 26.99 669 | 31.14 678 | 36.94 711 | 2.05 653 | 2.67 696 | 2.30 664 | 3.45 687 | 4.22 656 | 3.82 651 |
|
| RP |  | 17.58 641 | 4.92 607 | 15.27 583 | 15.44 688 | 11.95 703 | 21.05 610 | 11.75 630 | 27.64 544 | 45.09 682 | 22.99 595 | 42.05 673 | 39.39 684 | 27.74 673 | 25.54 651 | 22.33 640 | 5.45 694 | 0.59 628 | 4.33 682 | 1.62 667 | 3.53 646 | 2.86 638 |
|
| RGC |  | 19.90 664 | 13.26 687 | 20.24 638 | 18.19 697 | 14.06 715 | 21.21 611 | 14.33 653 | 34.97 648 | 43.60 675 | 27.73 645 | 41.49 669 | 39.76 685 | 27.98 674 | 34.52 688 | 21.37 624 | 3.66 679 | 0.54 623 | 8.67 709 | 4.16 695 | 4.19 655 | 4.02 656 |
|
| stereogan |  | 18.62 653 | 3.07 559 | 16.31 598 | 13.04 666 | 9.99 684 | 35.74 697 | 9.09 575 | 38.17 680 | 45.27 683 | 24.39 612 | 41.24 665 | 39.93 686 | 25.46 662 | 31.29 679 | 24.33 655 | 1.80 648 | 0.91 654 | 2.71 672 | 0.75 628 | 5.15 667 | 3.70 649 |
|
| MFN_U_SF_DS_RVC |  | 23.92 693 | 13.60 689 | 30.09 670 | 25.46 718 | 10.02 685 | 38.51 709 | 20.40 698 | 35.77 659 | 43.76 676 | 42.15 708 | 47.10 699 | 39.99 687 | 28.20 677 | 35.96 700 | 27.06 669 | 3.64 678 | 3.85 716 | 6.66 698 | 16.30 736 | 4.97 664 | 4.98 670 |
|
| GANet |  | 16.92 634 | 4.32 593 | 12.46 531 | 10.84 638 | 4.24 495 | 23.04 626 | 15.36 670 | 39.91 691 | 34.47 616 | 32.42 676 | 45.10 690 | 40.04 688 | 27.54 670 | 23.61 640 | 20.20 621 | 1.02 626 | 0.08 341 | 0.67 598 | 0.22 498 | 1.87 605 | 0.97 552 |
|
| DPSNet |  | 24.40 698 | 6.97 643 | 33.14 678 | 11.16 645 | 6.54 622 | 53.33 731 | 43.32 747 | 51.28 734 | 59.37 738 | 30.89 665 | 39.36 654 | 40.35 689 | 34.30 700 | 32.57 682 | 25.09 658 | 4.65 691 | 1.62 674 | 0.37 566 | 0.66 621 | 8.51 691 | 4.44 663 |
|
| Wz-Net-MNSev |  | 18.98 656 | 6.53 632 | 33.16 679 | 10.15 616 | 7.26 644 | 38.37 708 | 16.45 677 | 34.19 639 | 43.20 671 | 30.65 664 | 40.76 662 | 40.51 690 | 19.24 627 | 27.56 661 | 28.06 683 | 0.81 601 | 0.26 548 | 0.05 373 | 0.10 429 | 1.45 588 | 0.84 535 |
|
| test_sample8 |  | 17.19 636 | 4.86 603 | 17.49 605 | 5.97 438 | 2.94 417 | 17.57 582 | 8.30 562 | 31.87 605 | 18.55 444 | 33.54 682 | 26.00 496 | 40.64 691 | 32.90 696 | 20.07 604 | 20.17 619 | 6.44 702 | 36.07 755 | 6.62 695 | 7.44 711 | 3.20 640 | 3.11 643 |
|
| WZ-Net |  | 25.17 703 | 12.95 683 | 63.02 739 | 15.13 686 | 10.42 688 | 38.51 709 | 27.42 725 | 40.46 693 | 54.17 715 | 28.32 649 | 52.95 714 | 40.81 692 | 28.36 678 | 37.07 704 | 41.35 728 | 1.21 635 | 0.21 507 | 0.73 602 | 0.94 640 | 5.42 672 | 3.87 653 |
|
| HSM |  | 11.33 552 | 1.80 449 | 7.04 316 | 6.13 457 | 3.99 481 | 16.16 556 | 6.92 537 | 29.69 576 | 19.39 451 | 22.95 593 | 26.05 501 | 41.08 693 | 15.79 584 | 20.25 610 | 8.89 512 | 0.02 253 | 0.03 159 | 0.01 282 | 0.00 1 | 0.15 240 | 0.34 423 |
|
| edge stereo |  | 18.75 654 | 5.12 608 | 17.66 611 | 10.77 637 | 7.84 657 | 22.41 621 | 11.03 616 | 35.23 652 | 42.07 664 | 34.62 687 | 42.74 676 | 41.28 694 | 35.50 702 | 25.14 649 | 24.17 652 | 2.42 663 | 2.42 690 | 6.35 694 | 1.45 663 | 2.89 630 | 3.80 650 |
|
| XPNet_ROB |  | 17.33 640 | 4.84 601 | 15.44 584 | 11.15 644 | 6.64 624 | 20.88 608 | 16.10 673 | 36.26 663 | 39.54 647 | 31.80 673 | 41.32 666 | 41.30 695 | 23.91 650 | 24.67 645 | 27.40 672 | 1.07 630 | 0.74 640 | 0.79 607 | 0.25 523 | 1.10 565 | 1.31 581 |
|
| AF-Net |  | 18.38 652 | 5.60 618 | 14.21 567 | 15.95 689 | 10.78 689 | 22.26 619 | 10.45 608 | 35.39 653 | 50.22 708 | 24.71 613 | 37.77 642 | 41.55 696 | 29.24 681 | 29.11 669 | 26.67 666 | 4.35 686 | 0.06 273 | 4.56 684 | 0.90 634 | 2.42 617 | 1.38 586 |
|
| ADCS |  | 26.20 708 | 13.71 691 | 46.90 707 | 14.51 681 | 10.34 687 | 30.46 678 | 22.72 709 | 42.81 708 | 57.61 734 | 42.58 709 | 49.37 705 | 41.91 697 | 40.43 718 | 41.90 723 | 44.58 736 | 2.37 660 | 2.19 687 | 2.37 667 | 3.29 685 | 7.32 680 | 6.52 683 |
|
| NCCL2 |  | 17.23 637 | 6.37 630 | 14.30 571 | 23.45 715 | 7.18 641 | 24.16 632 | 17.05 683 | 34.39 643 | 25.88 532 | 31.55 669 | 38.01 645 | 42.09 698 | 26.81 666 | 20.94 622 | 22.69 644 | 0.45 538 | 0.23 525 | 2.63 670 | 1.80 669 | 2.02 612 | 2.57 630 |
|
| psmorigin |  | 20.95 668 | 10.24 667 | 35.84 682 | 9.75 602 | 7.05 638 | 24.59 636 | 10.11 599 | 32.85 623 | 32.17 596 | 43.09 710 | 54.57 723 | 42.79 699 | 36.62 705 | 35.99 701 | 27.41 673 | 1.58 643 | 2.72 697 | 0.79 607 | 1.05 646 | 3.26 643 | 6.50 682 |
|
| LSM |  | 29.98 716 | 19.52 713 | 55.11 727 | 19.06 701 | 53.75 753 | 32.57 686 | 23.17 712 | 42.61 705 | 48.57 696 | 45.97 718 | 55.04 725 | 42.93 700 | 36.02 703 | 35.63 696 | 27.03 668 | 2.33 658 | 9.19 733 | 4.87 685 | 7.71 716 | 10.65 702 | 27.91 741 |
|
| FBW_ROB |  | 21.00 670 | 10.23 666 | 22.72 647 | 13.71 670 | 6.77 629 | 30.49 679 | 16.46 678 | 44.58 716 | 43.57 674 | 44.25 715 | 39.59 656 | 43.27 701 | 26.12 664 | 33.96 686 | 21.80 630 | 2.58 667 | 1.84 678 | 7.14 705 | 2.78 681 | 4.00 653 | 4.06 657 |
|
| WCMA_ROB |  | 20.02 666 | 4.30 592 | 19.72 633 | 9.47 595 | 7.00 637 | 32.71 688 | 13.99 650 | 31.97 607 | 32.48 600 | 41.51 707 | 52.00 713 | 44.09 702 | 36.14 704 | 32.43 681 | 24.29 654 | 6.19 700 | 2.79 700 | 1.09 633 | 1.10 649 | 3.95 651 | 3.13 646 |
|
| DispFullNet |  | 30.27 719 | 31.74 731 | 58.63 734 | 30.13 729 | 28.18 737 | 31.79 683 | 8.94 571 | 37.16 673 | 54.68 717 | 32.60 678 | 37.99 644 | 44.62 703 | 28.80 680 | 41.55 722 | 27.93 680 | 11.94 729 | 3.46 709 | 35.53 743 | 12.34 731 | 30.08 740 | 17.26 731 |
|
| SANet |  | 20.96 669 | 6.60 634 | 29.81 668 | 8.83 575 | 3.19 430 | 31.27 681 | 20.56 699 | 41.86 701 | 56.09 727 | 39.30 702 | 43.62 682 | 44.95 704 | 31.93 693 | 27.83 662 | 23.67 647 | 0.94 616 | 0.52 621 | 0.99 626 | 0.42 591 | 4.72 661 | 2.03 616 |
|
| CSAN |  | 21.34 676 | 9.45 658 | 23.34 648 | 20.99 707 | 4.95 540 | 32.57 686 | 34.26 736 | 38.83 685 | 49.95 705 | 36.97 696 | 39.72 657 | 44.97 705 | 31.73 692 | 26.05 653 | 23.94 649 | 1.52 642 | 0.47 607 | 0.85 617 | 1.43 662 | 2.73 624 | 2.14 622 |
|
| EDNetEfficientorigin |  | 28.98 714 | 35.45 736 | 99.82 791 | 9.43 590 | 5.65 590 | 24.97 641 | 14.79 658 | 26.06 524 | 54.82 719 | 60.87 746 | 57.59 728 | 45.42 706 | 50.27 737 | 26.11 654 | 43.62 733 | 0.30 493 | 0.37 581 | 1.61 651 | 2.35 677 | 10.17 698 | 9.99 712 |
|
| Wz-Net-TNSev |  | 25.12 701 | 20.16 715 | 57.98 733 | 9.56 597 | 7.42 647 | 42.73 716 | 22.27 705 | 35.14 650 | 53.46 713 | 35.97 693 | 42.74 676 | 45.83 707 | 39.87 716 | 36.56 703 | 34.73 702 | 1.82 649 | 1.51 672 | 0.76 604 | 1.34 661 | 5.84 674 | 6.80 685 |
|
| coex-ft |  | 30.77 720 | 38.58 739 | 93.29 780 | 9.44 593 | 5.62 588 | 34.95 694 | 25.30 720 | 30.83 591 | 59.36 737 | 73.23 763 | 58.53 730 | 45.92 708 | 47.29 732 | 29.44 672 | 45.30 738 | 1.37 639 | 1.65 676 | 0.95 624 | 0.96 642 | 8.35 690 | 4.96 669 |
|
| MSMD_ROB |  | 22.90 687 | 9.64 661 | 14.76 578 | 17.46 694 | 9.88 682 | 34.94 693 | 18.83 693 | 33.67 632 | 37.47 636 | 40.97 706 | 59.80 733 | 45.93 709 | 38.34 712 | 31.74 680 | 23.24 646 | 6.22 701 | 3.58 711 | 8.78 710 | 11.03 728 | 6.76 678 | 5.06 671 |
|
| PDISCO_ROB |  | 24.45 700 | 9.24 653 | 29.28 666 | 28.68 726 | 19.96 727 | 37.14 703 | 15.33 669 | 45.04 718 | 54.69 718 | 29.24 655 | 42.67 675 | 46.07 710 | 28.17 676 | 35.35 691 | 30.30 689 | 9.92 718 | 2.13 685 | 6.90 699 | 3.20 684 | 8.74 692 | 6.87 687 |
|
| ETE_ROB |  | 17.67 644 | 9.48 659 | 17.66 611 | 13.60 669 | 4.57 525 | 23.03 625 | 21.09 701 | 32.49 617 | 35.24 622 | 30.49 663 | 38.06 646 | 46.18 711 | 24.49 653 | 26.40 656 | 24.21 653 | 0.46 543 | 0.24 536 | 1.14 635 | 0.84 631 | 1.52 589 | 2.13 619 |
|
| otaku |  | 33.18 723 | 35.99 737 | 52.93 713 | 40.01 737 | 21.41 729 | 55.08 733 | 17.25 684 | 43.30 711 | 61.58 742 | 39.25 701 | 49.16 704 | 46.61 712 | 28.49 679 | 39.77 717 | 28.76 684 | 18.56 734 | 7.00 730 | 31.82 741 | 9.61 725 | 21.53 733 | 15.48 727 |
|
| PASM |  | 28.19 713 | 17.35 705 | 48.18 709 | 22.49 713 | 22.20 731 | 25.92 649 | 25.84 721 | 34.35 642 | 49.45 701 | 35.37 690 | 39.48 655 | 46.72 713 | 33.36 697 | 34.28 687 | 36.77 709 | 11.73 728 | 14.94 740 | 17.43 726 | 22.18 740 | 13.45 712 | 12.32 720 |
|
| AnyNet_C01 |  | 29.76 715 | 25.78 725 | 75.37 758 | 17.03 692 | 11.34 695 | 49.00 725 | 27.12 724 | 37.99 678 | 40.05 653 | 40.73 705 | 65.13 745 | 46.98 714 | 38.86 714 | 46.63 728 | 48.19 743 | 2.14 654 | 2.13 685 | 2.13 659 | 2.56 678 | 8.14 688 | 7.98 700 |
|
| AANet |  | 25.23 704 | 25.90 726 | 70.86 753 | 8.25 565 | 6.82 631 | 24.45 634 | 10.96 614 | 32.18 610 | 56.29 728 | 56.40 732 | 51.41 710 | 47.70 715 | 40.20 717 | 25.76 652 | 35.38 704 | 2.68 668 | 0.32 570 | 0.99 626 | 0.43 594 | 3.80 650 | 3.92 655 |
|
| Ntro |  | 34.97 728 | 37.63 738 | 54.53 723 | 43.26 741 | 22.45 733 | 57.73 739 | 21.97 704 | 47.14 722 | 64.21 749 | 39.12 700 | 48.86 701 | 47.93 716 | 36.94 706 | 40.66 719 | 29.83 687 | 17.16 732 | 6.51 727 | 32.70 742 | 10.17 726 | 24.06 735 | 16.48 729 |
|
| MSAF-DinoV2 |  | 20.61 667 | 7.35 645 | 24.41 651 | 11.43 652 | 4.88 536 | 30.12 673 | 16.70 680 | 39.67 689 | 54.27 716 | 22.75 591 | 32.01 588 | 48.05 717 | 30.44 687 | 37.52 707 | 40.45 722 | 0.72 583 | 0.50 614 | 0.44 572 | 1.23 658 | 4.64 659 | 4.54 665 |
|
| 2222 |  | 30.81 721 | 13.09 684 | 30.89 674 | 39.99 736 | 8.49 667 | 75.42 763 | 89.21 774 | 43.94 715 | 42.75 667 | 35.07 688 | 51.09 708 | 48.39 718 | 37.89 709 | 35.06 690 | 32.24 694 | 8.60 713 | 1.06 660 | 10.36 715 | 1.10 649 | 9.30 695 | 2.28 627 |
|
| LE_ROB |  | 22.93 688 | 3.07 559 | 14.02 562 | 7.70 546 | 2.86 408 | 31.99 684 | 17.35 685 | 28.10 551 | 67.19 755 | 70.51 759 | 55.61 726 | 49.07 719 | 47.62 734 | 24.76 648 | 36.49 707 | 0.35 506 | 0.20 499 | 0.27 540 | 0.55 613 | 0.48 451 | 0.44 457 |
|
| anonymity |  | 52.32 745 | 58.23 749 | 63.91 740 | 41.12 739 | 59.25 757 | 53.27 730 | 41.04 745 | 55.69 745 | 40.20 654 | 54.85 731 | 49.49 706 | 49.13 720 | 55.48 746 | 59.07 746 | 49.65 747 | 55.86 760 | 50.03 767 | 51.00 748 | 51.08 755 | 51.71 750 | 56.36 756 |
|
| FC-DCNN |   | 24.37 697 | 10.99 676 | 19.02 625 | 18.44 698 | 9.16 678 | 36.98 702 | 23.07 711 | 40.44 692 | 43.05 670 | 46.25 719 | 53.58 720 | 50.44 721 | 37.86 708 | 35.45 693 | 27.57 675 | 6.87 706 | 3.37 706 | 6.01 690 | 4.88 701 | 7.86 685 | 6.05 676 |
|
| FC-DCNN v2 |   | 24.44 699 | 10.97 675 | 18.53 622 | 18.49 699 | 9.18 679 | 37.41 704 | 23.03 710 | 40.91 696 | 43.02 669 | 46.46 720 | 54.06 721 | 50.67 722 | 38.26 711 | 35.41 692 | 27.52 674 | 6.85 705 | 3.38 707 | 6.03 691 | 4.89 702 | 7.82 684 | 5.94 675 |
|
| FCDSN-DC |  | 25.59 706 | 14.91 696 | 18.83 624 | 28.55 725 | 15.68 718 | 39.29 712 | 18.16 691 | 42.83 709 | 41.69 659 | 44.43 716 | 51.94 712 | 50.82 723 | 39.22 715 | 34.59 689 | 27.29 670 | 6.05 698 | 3.63 712 | 7.01 702 | 6.41 707 | 10.35 699 | 10.17 713 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| LALA_ROB |  | 19.19 657 | 7.15 644 | 15.93 592 | 12.96 665 | 5.30 573 | 28.30 664 | 23.21 713 | 42.51 703 | 36.69 633 | 33.45 681 | 40.81 663 | 50.96 724 | 24.53 654 | 27.92 663 | 25.66 663 | 0.60 566 | 0.44 598 | 2.04 657 | 1.22 657 | 2.54 621 | 1.47 591 |
|
| SGM_RVC |   | 19.52 659 | 2.12 504 | 6.79 302 | 6.59 488 | 1.33 258 | 38.20 707 | 15.74 671 | 38.13 679 | 34.07 611 | 45.71 717 | 41.91 672 | 51.41 725 | 38.10 710 | 38.77 714 | 27.80 677 | 0.61 570 | 0.36 580 | 0.51 581 | 0.33 564 | 1.03 560 | 0.90 545 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| PVD |  | 33.19 724 | 18.59 708 | 37.64 687 | 26.09 719 | 16.99 723 | 33.25 689 | 42.25 746 | 51.42 735 | 66.03 753 | 52.65 729 | 64.31 743 | 51.93 726 | 55.13 745 | 51.61 740 | 40.40 721 | 4.00 682 | 3.51 710 | 9.53 711 | 4.26 697 | 10.62 701 | 23.56 736 |
|
| SAMSARA |  | 34.43 727 | 18.53 706 | 31.91 676 | 55.34 747 | 35.34 741 | 75.99 765 | 94.71 784 | 47.97 724 | 50.84 710 | 37.47 698 | 36.99 638 | 53.12 727 | 38.55 713 | 39.56 716 | 38.65 717 | 3.59 677 | 5.40 722 | 2.22 663 | 3.72 690 | 9.43 696 | 9.29 708 |
|
| MFN_U_SF_RVC |  | 28.16 712 | 14.14 693 | 53.23 714 | 21.11 708 | 7.91 658 | 39.97 713 | 13.13 642 | 51.65 737 | 46.34 685 | 47.41 721 | 53.38 717 | 55.32 728 | 40.53 719 | 38.47 713 | 39.74 720 | 5.67 697 | 4.46 719 | 6.98 701 | 8.73 720 | 7.47 681 | 7.44 696 |
|
| ACVNet-4b |  | 36.40 734 | 52.20 745 | 56.11 729 | 42.45 740 | 21.78 730 | 48.56 723 | 14.37 654 | 49.50 728 | 60.15 739 | 43.17 711 | 46.38 694 | 55.62 729 | 24.56 655 | 38.15 710 | 21.97 631 | 25.13 739 | 3.66 713 | 46.93 746 | 33.56 747 | 25.97 736 | 17.74 732 |
|
| MSC_U_SF_DS_RVC |  | 37.16 735 | 34.69 734 | 53.68 720 | 37.47 735 | 12.55 708 | 56.80 737 | 22.63 708 | 52.02 739 | 63.29 747 | 66.20 755 | 63.82 739 | 58.12 730 | 53.73 742 | 51.21 737 | 46.48 739 | 8.79 714 | 5.31 721 | 14.69 720 | 15.22 735 | 17.27 725 | 9.21 707 |
|
| MeshStereo |   | 22.27 683 | 6.87 640 | 11.15 509 | 7.69 545 | 4.87 535 | 37.70 705 | 13.06 641 | 41.64 700 | 36.95 635 | 50.92 725 | 53.41 718 | 58.12 730 | 41.93 722 | 37.73 709 | 27.62 676 | 2.52 666 | 2.37 689 | 2.99 674 | 2.07 675 | 3.09 634 | 2.60 631 |
| 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 |
| ELAS_RVC |   | 33.79 726 | 19.15 711 | 35.97 683 | 21.28 709 | 13.79 714 | 52.58 729 | 36.11 741 | 48.96 726 | 55.66 725 | 61.47 749 | 62.91 736 | 58.35 732 | 53.55 740 | 53.37 744 | 42.23 732 | 11.25 726 | 6.64 729 | 10.32 714 | 7.05 709 | 13.56 713 | 11.58 717 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ELAS |   | 33.68 725 | 18.95 709 | 36.71 684 | 20.64 703 | 13.61 712 | 56.43 734 | 35.14 739 | 50.03 731 | 49.90 702 | 60.58 745 | 63.83 740 | 58.64 733 | 53.36 739 | 50.73 736 | 44.44 735 | 11.03 724 | 6.58 728 | 10.02 713 | 7.43 710 | 13.58 715 | 11.94 718 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| 1111 |  | 35.35 731 | 14.93 697 | 53.93 721 | 27.14 722 | 12.37 706 | 61.63 745 | 39.20 742 | 49.99 730 | 68.32 759 | 56.44 733 | 59.67 732 | 59.55 734 | 61.57 753 | 60.20 748 | 41.53 730 | 4.52 689 | 2.57 692 | 7.28 706 | 3.67 688 | 11.59 710 | 10.88 715 |
|
| SPS-STEREO |   | 55.62 749 | 59.14 750 | 64.16 741 | 45.05 743 | 53.84 754 | 59.88 744 | 44.00 748 | 59.53 749 | 49.94 704 | 62.33 751 | 61.09 734 | 59.80 735 | 56.82 750 | 60.06 747 | 57.85 753 | 58.41 764 | 48.34 763 | 51.07 749 | 49.21 753 | 55.41 754 | 56.48 757 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| RainbowNet |  | 51.25 744 | 62.74 754 | 64.52 743 | 60.13 748 | 39.00 745 | 58.72 743 | 30.83 731 | 57.31 747 | 79.18 770 | 50.24 723 | 65.35 747 | 60.13 736 | 44.25 726 | 49.47 732 | 41.16 727 | 46.52 751 | 46.06 761 | 52.72 750 | 31.78 745 | 52.33 752 | 32.47 742 |
|
| SGM+DAISY |  | 54.67 748 | 56.61 746 | 62.73 738 | 40.21 738 | 53.22 751 | 61.95 747 | 48.59 750 | 55.05 743 | 44.62 680 | 61.03 748 | 63.68 738 | 60.46 737 | 55.62 748 | 60.68 749 | 55.34 752 | 56.34 763 | 48.56 764 | 50.16 747 | 49.63 754 | 52.25 751 | 56.76 758 |
|
| MADNet+ |  | 53.31 746 | 68.61 757 | 98.75 788 | 67.03 752 | 37.58 743 | 79.83 771 | 81.74 772 | 60.38 750 | 61.61 743 | 51.43 727 | 54.92 724 | 61.11 738 | 59.29 751 | 69.66 757 | 76.71 778 | 23.88 737 | 24.03 749 | 17.08 725 | 12.35 732 | 32.47 741 | 27.69 740 |
|
| mmmmmm |  | 35.75 733 | 20.78 717 | 43.60 700 | 32.22 730 | 11.70 701 | 54.99 732 | 40.99 744 | 50.73 733 | 61.37 741 | 52.56 728 | 62.08 735 | 61.33 739 | 54.14 744 | 49.70 734 | 41.49 729 | 7.05 707 | 6.48 726 | 21.85 730 | 16.89 737 | 17.85 727 | 7.25 694 |
|
| nnnnnnn |  | 37.22 736 | 18.53 706 | 51.33 712 | 29.86 728 | 22.80 734 | 49.41 726 | 28.20 727 | 51.87 738 | 63.79 748 | 57.33 734 | 57.97 729 | 61.44 740 | 54.02 743 | 46.85 729 | 44.78 737 | 12.26 730 | 11.63 735 | 21.92 731 | 18.67 738 | 23.42 734 | 18.25 735 |
|
| SGM-ForestM |  | 23.72 692 | 2.44 526 | 9.13 436 | 7.43 533 | 2.25 364 | 44.80 719 | 19.11 695 | 44.90 717 | 49.97 706 | 50.74 724 | 51.18 709 | 62.06 741 | 45.83 728 | 44.96 727 | 33.88 699 | 1.00 623 | 0.84 647 | 0.78 605 | 0.62 618 | 1.29 579 | 1.11 568 |
|
| light-stereo |  | 41.36 739 | 29.75 730 | 55.07 726 | 54.98 746 | 49.52 748 | 36.70 700 | 17.57 686 | 46.92 721 | 51.01 711 | 53.58 730 | 54.47 722 | 62.25 742 | 35.15 701 | 48.78 731 | 33.36 695 | 34.63 742 | 26.20 751 | 20.76 729 | 28.59 743 | 46.39 747 | 41.49 752 |
|
| ACVNet_1 |  | 41.30 738 | 49.46 742 | 64.91 744 | 44.67 742 | 25.07 735 | 49.43 727 | 25.23 719 | 55.33 744 | 65.87 752 | 59.72 742 | 59.33 731 | 63.43 743 | 48.79 736 | 49.63 733 | 37.09 713 | 19.05 735 | 9.82 734 | 38.29 744 | 13.97 734 | 28.67 738 | 18.23 734 |
|
| MFMNet_re |  | 72.05 761 | 79.64 769 | 64.23 742 | 52.73 745 | 84.71 772 | 77.93 767 | 68.35 761 | 63.96 752 | 66.93 754 | 61.00 747 | 71.29 760 | 63.84 744 | 68.91 759 | 72.42 764 | 61.11 757 | 82.03 779 | 74.22 780 | 80.34 765 | 74.44 766 | 83.62 775 | 89.34 781 |
|
| MANE |  | 31.97 722 | 10.75 672 | 17.71 614 | 20.94 706 | 13.77 713 | 47.80 722 | 26.85 722 | 53.00 741 | 55.20 724 | 59.29 741 | 64.30 742 | 64.93 745 | 56.31 749 | 51.83 741 | 38.69 718 | 9.61 717 | 4.72 720 | 6.91 700 | 19.93 739 | 9.20 693 | 7.64 698 |
|
| TCMNet-wrong-test |  | 76.74 774 | 91.47 781 | 89.31 775 | 97.64 780 | 97.35 786 | 94.87 782 | 92.51 778 | 69.78 765 | 65.29 750 | 63.44 754 | 71.10 759 | 65.66 746 | 51.44 738 | 85.29 781 | 74.70 775 | 56.06 762 | 20.22 741 | 83.11 773 | 82.39 771 | 95.02 787 | 88.18 779 |
|
| NVStereoNet_ROB |  | 41.93 742 | 32.40 732 | 44.55 702 | 36.60 734 | 27.78 736 | 34.52 692 | 32.38 733 | 48.84 725 | 57.18 732 | 69.34 758 | 75.62 764 | 66.07 747 | 64.86 755 | 47.34 730 | 60.78 756 | 15.72 731 | 23.99 748 | 23.40 734 | 32.06 746 | 21.34 732 | 23.86 737 |
| Nikolai Smolyanskiy, Alexey Kamenev, Stan Birchfield: On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach. Arxiv |
| noway4 |  | 74.62 768 | 91.86 784 | 85.77 768 | 97.70 781 | 97.19 781 | 94.22 777 | 92.58 780 | 68.60 758 | 46.92 689 | 58.36 735 | 65.60 748 | 66.12 748 | 45.85 729 | 82.06 776 | 72.24 769 | 55.66 759 | 22.34 745 | 83.90 776 | 82.70 774 | 94.62 786 | 88.03 778 |
|
| zzzz4 |  | 74.77 770 | 91.56 782 | 86.05 772 | 97.71 782 | 97.21 783 | 94.17 774 | 92.72 782 | 69.35 764 | 46.54 687 | 59.08 740 | 66.81 750 | 67.12 749 | 46.23 731 | 82.00 775 | 72.06 767 | 55.59 757 | 22.27 743 | 83.79 774 | 82.64 773 | 94.55 783 | 88.00 777 |
|
| noway1 |  | 74.77 770 | 91.57 783 | 86.02 771 | 97.71 782 | 97.21 783 | 94.20 776 | 92.74 783 | 69.33 763 | 46.43 686 | 59.06 739 | 67.16 751 | 67.16 750 | 46.18 730 | 81.93 774 | 71.95 766 | 55.60 758 | 22.27 743 | 83.80 775 | 82.63 772 | 94.55 783 | 87.99 775 |
|
| noway2 |  | 74.71 769 | 90.43 777 | 85.90 770 | 97.74 784 | 97.22 785 | 94.18 775 | 92.52 779 | 66.52 754 | 48.92 698 | 58.77 737 | 65.91 749 | 67.36 751 | 45.41 727 | 83.64 779 | 72.50 771 | 55.41 756 | 22.41 746 | 84.02 777 | 82.92 776 | 94.52 782 | 87.99 775 |
|
| noway3 |  | 74.99 772 | 90.45 778 | 85.80 769 | 97.80 785 | 97.20 782 | 94.24 778 | 92.62 781 | 67.11 756 | 49.01 699 | 58.50 736 | 67.79 753 | 67.58 752 | 47.37 733 | 84.57 780 | 72.20 768 | 55.91 761 | 21.87 742 | 84.27 778 | 82.78 775 | 94.57 785 | 88.19 780 |
|
| BEATNet-Init1 |  | 35.08 730 | 20.64 716 | 54.70 725 | 27.43 723 | 12.00 704 | 58.29 740 | 31.01 732 | 52.58 740 | 57.49 733 | 60.36 744 | 62.98 737 | 69.98 753 | 55.54 747 | 53.00 743 | 44.40 734 | 4.61 690 | 2.84 701 | 7.05 703 | 6.89 708 | 10.97 703 | 8.94 705 |
|
| MonStereo1 |  | 45.10 743 | 33.36 733 | 54.69 724 | 33.57 732 | 31.94 739 | 43.06 718 | 17.79 689 | 49.52 729 | 56.61 730 | 50.97 726 | 64.04 741 | 70.09 754 | 53.57 741 | 49.77 735 | 53.19 750 | 53.87 755 | 14.08 739 | 54.69 752 | 35.89 748 | 41.66 744 | 39.69 748 |
|
| IMH-64-1 |  | 59.25 753 | 58.09 747 | 67.69 748 | 66.06 749 | 50.51 749 | 56.45 735 | 49.45 752 | 68.83 759 | 67.75 756 | 67.58 756 | 80.37 769 | 70.15 755 | 74.28 766 | 72.16 762 | 48.94 745 | 42.00 747 | 42.87 758 | 65.57 754 | 47.02 750 | 51.52 748 | 37.76 746 |
|
| IMH-64 |  | 59.25 753 | 58.09 747 | 67.69 748 | 66.06 749 | 50.51 749 | 56.45 735 | 49.45 752 | 68.83 759 | 67.75 756 | 67.58 756 | 80.37 769 | 70.15 755 | 74.28 766 | 72.16 762 | 48.94 745 | 42.00 747 | 42.87 758 | 65.57 754 | 47.02 750 | 51.52 748 | 37.76 746 |
|
| TARStereo |  | 35.03 729 | 6.66 635 | 53.51 716 | 17.65 695 | 13.57 711 | 62.89 748 | 34.81 738 | 54.50 742 | 73.03 762 | 60.35 743 | 70.08 757 | 70.73 757 | 59.30 752 | 42.50 724 | 36.82 710 | 5.37 693 | 2.76 698 | 4.88 686 | 5.21 704 | 11.04 704 | 14.87 725 |
|
| fsdfsdds |  | 35.69 732 | 13.66 690 | 60.06 736 | 26.26 720 | 11.24 694 | 48.92 724 | 24.22 716 | 51.47 736 | 65.36 751 | 59.05 738 | 70.33 758 | 71.49 758 | 67.02 756 | 38.26 712 | 47.05 742 | 5.50 695 | 4.38 718 | 18.73 727 | 9.47 724 | 9.25 694 | 12.18 719 |
|
| IMH |  | 62.95 755 | 60.33 752 | 67.78 750 | 69.51 753 | 53.65 752 | 65.09 752 | 54.21 754 | 72.00 769 | 73.28 763 | 72.49 761 | 81.93 771 | 72.96 759 | 79.81 771 | 76.65 768 | 51.41 748 | 43.57 749 | 49.82 766 | 67.81 756 | 51.14 756 | 54.83 753 | 40.67 749 |
|
| Selective-IGEV-i1pa |  | 56.65 751 | 73.08 762 | 56.50 731 | 29.63 727 | 14.87 717 | 94.58 781 | 46.49 749 | 80.65 779 | 87.08 778 | 88.18 782 | 87.03 779 | 74.01 760 | 68.51 758 | 94.68 787 | 74.38 774 | 45.10 750 | 26.62 752 | 26.16 736 | 13.27 733 | 19.40 730 | 32.71 743 |
|
| ACVNet_2 |  | 57.39 752 | 61.72 753 | 72.56 755 | 66.35 751 | 38.29 744 | 61.93 746 | 48.64 751 | 71.64 768 | 81.91 773 | 79.28 772 | 88.72 781 | 76.25 761 | 72.87 764 | 54.33 745 | 46.74 741 | 37.13 744 | 23.36 747 | 54.52 751 | 37.80 749 | 46.22 746 | 27.59 739 |
|
| ktn |  | 72.58 764 | 80.06 772 | 69.96 752 | 79.14 762 | 69.86 768 | 75.40 762 | 70.43 766 | 69.01 761 | 76.90 767 | 72.88 762 | 77.46 765 | 77.43 762 | 77.41 770 | 72.78 765 | 55.00 751 | 79.09 773 | 65.99 775 | 80.09 764 | 68.29 760 | 71.46 765 | 62.98 762 |
|
| PWCK |  | 65.90 757 | 88.63 776 | 79.40 763 | 80.32 765 | 29.96 738 | 63.85 751 | 39.45 743 | 72.07 770 | 71.26 760 | 78.74 771 | 68.99 755 | 77.82 763 | 61.77 754 | 82.81 777 | 62.64 760 | 80.17 775 | 39.88 757 | 81.90 768 | 47.37 752 | 73.54 768 | 37.51 745 |
|
| JetBlue |  | 54.08 747 | 45.10 741 | 74.15 756 | 51.17 744 | 47.68 747 | 75.66 764 | 60.97 757 | 63.63 751 | 62.09 744 | 63.32 753 | 64.88 744 | 78.86 764 | 68.17 757 | 68.15 755 | 75.09 777 | 36.86 743 | 24.88 750 | 29.01 740 | 29.12 744 | 28.71 739 | 34.13 744 |
|
| WAO-6 |  | 70.64 758 | 73.02 761 | 66.25 745 | 79.92 764 | 61.74 761 | 68.74 754 | 59.08 756 | 75.27 773 | 87.02 777 | 74.72 764 | 79.40 767 | 79.19 765 | 84.60 779 | 67.70 754 | 60.53 755 | 67.85 767 | 48.88 765 | 81.48 766 | 73.29 764 | 65.57 756 | 58.60 759 |
|
| WAO-7 |  | 72.21 763 | 78.21 765 | 54.04 722 | 79.33 763 | 69.31 767 | 70.20 755 | 72.09 767 | 77.85 777 | 84.90 776 | 77.35 768 | 86.03 775 | 79.37 766 | 79.88 772 | 65.32 751 | 65.33 762 | 62.33 766 | 69.70 778 | 70.51 757 | 73.21 763 | 67.23 757 | 62.02 761 |
|
| notaker |  | 72.18 762 | 79.78 770 | 78.84 762 | 78.75 761 | 68.52 765 | 63.26 750 | 61.68 758 | 69.22 762 | 75.95 765 | 77.58 769 | 78.85 766 | 79.69 767 | 84.79 780 | 77.39 769 | 58.43 754 | 69.68 770 | 60.79 774 | 77.46 761 | 68.48 761 | 69.62 760 | 64.92 765 |
|
| DPSimNet_ROB |  | 74.29 767 | 83.27 774 | 59.30 735 | 77.19 758 | 65.13 762 | 75.14 760 | 74.95 768 | 73.99 772 | 76.94 768 | 81.99 773 | 75.48 763 | 80.18 768 | 71.76 762 | 67.39 753 | 84.00 783 | 81.87 778 | 51.14 768 | 79.99 763 | 76.70 769 | 70.17 761 | 79.21 773 |
|
| Selective-IGEV-i16pa |  | 56.08 750 | 59.75 751 | 69.90 751 | 21.43 712 | 14.80 716 | 97.01 784 | 29.83 730 | 86.97 782 | 94.48 786 | 85.76 779 | 93.21 782 | 81.88 769 | 74.46 768 | 96.71 789 | 79.25 781 | 30.92 741 | 13.32 737 | 16.91 724 | 7.73 718 | 15.59 720 | 51.73 754 |
|
| UHP |  | 41.87 741 | 19.06 710 | 60.12 737 | 27.43 723 | 12.63 709 | 70.81 757 | 34.22 735 | 59.42 748 | 75.69 764 | 74.87 765 | 79.69 768 | 82.71 770 | 70.96 761 | 61.86 750 | 53.09 749 | 7.13 708 | 2.49 691 | 8.14 708 | 4.21 696 | 18.30 728 | 14.61 724 |
|
| TorneroNet-64 |  | 65.66 756 | 70.70 759 | 71.20 754 | 76.52 757 | 59.70 759 | 66.78 753 | 58.05 755 | 67.53 757 | 80.00 771 | 62.67 752 | 67.40 752 | 83.09 771 | 69.42 760 | 67.34 752 | 62.05 759 | 48.31 754 | 44.07 760 | 72.93 758 | 63.88 759 | 68.05 758 | 53.58 755 |
|
| JetRed |  | 79.55 778 | 79.88 771 | 91.52 778 | 71.05 754 | 75.80 771 | 91.66 773 | 80.11 771 | 79.14 778 | 80.44 772 | 84.35 778 | 84.23 774 | 83.38 772 | 72.48 763 | 79.43 770 | 85.44 784 | 69.33 769 | 81.58 781 | 73.66 759 | 72.56 762 | 82.35 773 | 72.60 771 |
|
| LVE |  | 71.50 760 | 72.46 760 | 83.91 767 | 75.21 756 | 55.29 756 | 74.81 758 | 62.76 759 | 77.22 774 | 83.77 775 | 82.09 774 | 87.11 780 | 83.38 772 | 82.41 776 | 75.93 766 | 64.49 761 | 48.28 753 | 57.24 773 | 74.61 760 | 62.53 758 | 65.49 755 | 61.01 760 |
|
| TorneroNet |  | 71.21 759 | 73.44 763 | 75.82 759 | 80.82 766 | 65.65 763 | 70.53 756 | 64.39 760 | 71.42 767 | 75.97 766 | 71.47 760 | 73.68 762 | 84.17 774 | 74.00 765 | 69.85 758 | 69.09 763 | 59.37 765 | 48.19 762 | 79.67 762 | 73.51 765 | 74.93 769 | 68.26 768 |
|
| UNDER WATER-64 |  | 73.11 765 | 74.48 764 | 87.70 773 | 74.03 755 | 55.20 755 | 78.24 768 | 75.71 769 | 65.33 753 | 67.91 758 | 75.60 767 | 69.32 756 | 84.41 775 | 76.93 769 | 68.43 756 | 72.45 770 | 81.18 777 | 56.77 772 | 82.46 769 | 80.34 770 | 68.22 759 | 67.48 767 |
|
| HanzoNet |  | 77.61 777 | 81.11 773 | 82.83 764 | 77.82 760 | 69.15 766 | 75.25 761 | 69.06 765 | 73.49 771 | 77.84 769 | 82.19 775 | 82.80 772 | 85.42 776 | 86.67 783 | 85.99 782 | 73.64 773 | 85.24 783 | 68.38 777 | 81.71 767 | 75.47 768 | 71.98 766 | 66.24 766 |
|
| RSGM-EC |  | 88.03 780 | 67.44 755 | 53.54 717 | 84.82 768 | 87.13 773 | 94.34 779 | 92.20 776 | 94.86 787 | 98.29 787 | 95.56 787 | 98.06 788 | 85.65 777 | 83.07 777 | 79.52 771 | 79.00 779 | 95.80 786 | 97.66 787 | 91.52 785 | 95.19 787 | 95.05 788 | 91.80 786 |
|
| acva |  | 88.03 780 | 67.44 755 | 53.54 717 | 84.82 768 | 87.13 773 | 94.34 779 | 92.20 776 | 94.86 787 | 98.29 787 | 95.56 787 | 98.06 788 | 85.65 777 | 83.07 777 | 79.52 771 | 79.00 779 | 95.80 786 | 97.66 787 | 91.52 785 | 95.19 787 | 95.05 788 | 91.80 786 |
|
| WAO-8 |  | 76.87 775 | 78.41 766 | 66.45 746 | 86.81 771 | 72.47 769 | 79.27 769 | 68.59 763 | 77.75 775 | 89.01 780 | 83.09 776 | 86.98 776 | 85.87 779 | 84.97 781 | 72.12 760 | 69.11 764 | 74.93 771 | 55.23 770 | 87.79 783 | 83.50 777 | 70.47 762 | 64.56 763 |
|
| Venus |  | 76.87 775 | 78.41 766 | 66.45 746 | 86.81 771 | 72.47 769 | 79.27 769 | 68.59 763 | 77.75 775 | 89.01 780 | 83.09 776 | 86.98 776 | 85.87 779 | 84.97 781 | 72.12 760 | 69.11 764 | 74.93 771 | 55.23 770 | 87.79 783 | 83.50 777 | 70.48 763 | 64.56 763 |
|
| UNDER WATER |  | 75.92 773 | 79.25 768 | 87.75 774 | 84.39 767 | 66.43 764 | 77.08 766 | 77.22 770 | 66.90 755 | 72.16 761 | 75.32 766 | 71.56 761 | 85.89 781 | 82.15 775 | 70.11 759 | 74.99 776 | 79.34 774 | 53.61 769 | 86.40 780 | 84.53 779 | 71.29 764 | 72.11 770 |
|
| LRCNet_RVC |  | 73.59 766 | 69.80 758 | 74.41 757 | 77.63 759 | 60.56 760 | 40.33 714 | 15.08 664 | 71.04 766 | 48.36 694 | 88.07 781 | 94.62 784 | 90.11 782 | 81.83 774 | 80.58 773 | 61.26 758 | 97.12 790 | 72.30 779 | 96.65 789 | 97.58 790 | 77.13 770 | 77.30 772 |
|
| KSHMR |  | 88.54 782 | 93.03 785 | 83.31 766 | 95.54 778 | 91.74 778 | 82.37 772 | 83.41 773 | 84.43 781 | 81.99 774 | 87.89 780 | 84.05 773 | 91.94 783 | 81.33 773 | 76.34 767 | 81.76 782 | 96.44 789 | 96.14 786 | 96.69 790 | 97.12 789 | 92.52 781 | 92.67 788 |
|
| Dean |  | 80.72 779 | 85.82 775 | 83.27 765 | 84.91 770 | 59.53 758 | 75.11 759 | 68.39 762 | 81.59 780 | 88.05 779 | 92.41 783 | 86.98 776 | 92.41 784 | 93.02 785 | 83.11 778 | 73.31 772 | 68.01 768 | 66.13 776 | 94.82 788 | 84.66 780 | 83.28 774 | 69.50 769 |
|
| MADNet++ |  | 94.16 788 | 94.02 786 | 90.25 776 | 96.28 779 | 96.84 780 | 97.17 785 | 90.16 775 | 94.71 786 | 91.69 782 | 97.07 789 | 93.71 783 | 94.62 785 | 92.63 784 | 96.15 788 | 95.18 788 | 95.42 785 | 95.89 785 | 92.80 787 | 92.23 786 | 92.10 780 | 94.30 790 |
|
| xxxxx1 |  | 91.92 784 | 95.33 787 | 98.45 785 | 87.29 773 | 89.24 775 | 98.50 786 | 98.17 789 | 92.95 783 | 93.21 783 | 93.55 784 | 95.36 785 | 96.99 786 | 96.28 786 | 94.65 784 | 94.94 785 | 83.26 780 | 84.17 782 | 82.90 770 | 88.32 783 | 85.49 777 | 89.37 782 |
|
| tt_ll |  | 91.92 784 | 95.33 787 | 98.45 785 | 87.29 773 | 89.24 775 | 98.50 786 | 98.17 789 | 92.95 783 | 93.21 783 | 93.55 784 | 95.36 785 | 96.99 786 | 96.28 786 | 94.65 784 | 94.94 785 | 83.26 780 | 84.17 782 | 82.90 770 | 88.32 783 | 85.49 777 | 89.37 782 |
|
| ff |  | 91.92 784 | 95.33 787 | 98.45 785 | 87.29 773 | 89.24 775 | 98.50 786 | 98.17 789 | 92.95 783 | 93.21 783 | 93.55 784 | 95.36 785 | 96.99 786 | 96.28 786 | 94.65 784 | 94.94 785 | 83.26 780 | 84.17 782 | 82.90 770 | 88.32 783 | 85.49 777 | 89.37 782 |
|
| USTest |  | 93.52 787 | 90.92 780 | 77.74 761 | 87.90 776 | 92.63 779 | 100.00 793 | 100.00 794 | 99.79 793 | 99.80 791 | 99.21 792 | 99.52 791 | 98.03 789 | 99.15 791 | 89.52 783 | 99.31 792 | 90.37 784 | 98.47 789 | 84.34 779 | 87.43 782 | 84.58 776 | 91.71 785 |
|
| test_example2 |  | 99.68 795 | 99.99 795 | 99.99 794 | 100.00 796 | 99.99 796 | 99.86 792 | 99.99 793 | 98.29 790 | 100.00 794 | 100.00 796 | 100.00 794 | 98.15 790 | 98.39 789 | 99.98 794 | 99.98 794 | 100.00 795 | 99.99 794 | 99.40 792 | 99.53 793 | 100.00 798 | 100.00 798 |
|
| PML |  | 99.19 789 | 100.00 798 | 98.08 784 | 99.28 789 | 99.53 792 | 100.00 793 | 99.73 792 | 98.24 789 | 99.44 790 | 100.00 796 | 99.57 792 | 98.76 791 | 99.84 792 | 100.00 797 | 98.88 791 | 100.00 795 | 99.54 790 | 100.00 794 | 99.50 792 | 99.90 795 | 93.55 789 |
|
| zzzzzz3 |  | 99.49 792 | 97.94 791 | 99.82 791 | 99.33 790 | 98.16 790 | 100.00 793 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 796 | 100.00 794 | 99.45 792 | 100.00 794 | 100.00 797 | 100.00 797 | 98.12 791 | 100.00 795 | 100.00 794 | 100.00 795 | 98.05 791 | 98.96 791 |
|
| zzz1 |  | 99.50 793 | 97.89 790 | 99.99 794 | 99.33 790 | 98.15 789 | 100.00 793 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 796 | 100.00 794 | 99.45 792 | 100.00 794 | 100.00 797 | 100.00 797 | 98.12 791 | 100.00 795 | 100.00 794 | 100.00 795 | 98.05 791 | 98.97 792 |
|
| MEDIAN_ROB |  | 99.19 789 | 99.84 793 | 99.62 790 | 98.49 786 | 98.51 791 | 98.58 789 | 97.81 788 | 98.80 791 | 98.56 789 | 99.36 793 | 99.49 790 | 99.56 794 | 99.06 790 | 98.35 790 | 98.31 790 | 99.99 794 | 99.63 791 | 100.00 794 | 100.00 795 | 99.81 794 | 99.95 796 |
|
| ccccc |  | | 98.19 792 | | 100.00 796 | 100.00 797 | 99.32 791 | | 99.79 793 | | 99.63 795 | | 99.69 795 | | 99.95 793 | | 100.00 795 | 100.00 795 | 99.97 793 | 99.90 794 | 100.00 798 | |
|
| Anonymous_1 |  | 99.65 794 | 99.95 794 | 99.93 793 | 99.80 793 | 99.60 793 | 100.00 793 | 100.00 794 | 99.82 795 | 99.98 792 | 99.62 794 | 99.94 793 | 99.75 796 | 100.00 794 | 99.66 792 | 99.88 793 | 98.45 793 | 99.84 792 | 98.73 791 | 99.26 791 | 99.41 793 | 99.36 793 |
|
| DPSMNet_ROB |  | 99.95 797 | 100.00 798 | 100.00 796 | 100.00 796 | 100.00 797 | 100.00 793 | 100.00 794 | 100.00 796 | 100.00 794 | 99.15 791 | 100.00 794 | 99.96 797 | 100.00 794 | 99.99 795 | 99.99 795 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 795 | 100.00 798 | 100.00 798 |
|
| DGTPSM_ROB |  | 99.95 797 | 100.00 798 | 100.00 796 | 100.00 796 | 100.00 797 | 100.00 793 | 100.00 794 | 100.00 796 | 100.00 794 | 99.14 790 | 100.00 794 | 99.96 797 | 100.00 794 | 99.99 795 | 99.99 795 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 795 | 100.00 798 | 100.00 798 |
|
| HaxPig |  | 99.40 791 | 99.99 795 | 97.38 783 | 100.00 796 | 100.00 797 | 96.91 783 | 97.35 786 | 99.59 792 | 99.99 793 | 100.00 796 | 100.00 794 | 99.99 799 | 99.99 793 | 99.04 791 | 97.77 789 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 795 | 100.00 798 | 99.99 797 |
|
| tt |  | 89.96 783 | 1.02 150 | 100.00 796 | 99.40 792 | 100.00 797 | 100.00 793 | 100.00 794 | 100.00 796 | 100.00 794 | 78.36 770 | 67.94 754 | 99.99 799 | 100.00 794 | 100.00 797 | 100.00 797 | 95.81 788 | 99.93 793 | 87.43 781 | 86.39 781 | 95.11 790 | 87.89 774 |
|
| zzzz2 |  | 100.00 801 | 100.00 798 | 100.00 796 | 100.00 796 | 100.00 797 | 100.00 793 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 801 | 100.00 794 | 100.00 797 | 100.00 797 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 795 | 100.00 798 | 100.00 798 |
|
| noway5 |  | 100.00 801 | 100.00 798 | 100.00 796 | 100.00 796 | 100.00 797 | 100.00 793 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 801 | 100.00 794 | 100.00 797 | 100.00 797 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 795 | 100.00 798 | 100.00 798 |
|
| fast-reg |  | 100.00 801 | 100.00 798 | 100.00 796 | 100.00 796 | 100.00 797 | 100.00 793 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 801 | 100.00 794 | 100.00 797 | 100.00 797 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 795 | 100.00 798 | 100.00 798 |
|
| iinet-test |  | 99.97 799 | 100.00 798 | 100.00 796 | 99.84 794 | 99.86 794 | 100.00 793 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 801 | 100.00 794 | 100.00 797 | 100.00 797 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 795 | 99.93 796 | 99.85 795 |
|
| IINet |  | 99.97 799 | 100.00 798 | 100.00 796 | 99.84 794 | 99.87 795 | 100.00 793 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 801 | 100.00 794 | 100.00 797 | 100.00 797 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 795 | 99.93 796 | 99.84 794 |
|
| Hybrid-DGEV |  | 100.00 801 | 100.00 798 | 100.00 796 | 100.00 796 | 100.00 797 | 100.00 793 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 801 | 100.00 794 | 100.00 797 | 100.00 797 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 795 | 100.00 798 | 100.00 798 |
|
| RAFT-FEzeroshot |  | 100.00 801 | 100.00 798 | 100.00 796 | 100.00 796 | 100.00 797 | 100.00 793 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 801 | 100.00 794 | 100.00 797 | 100.00 797 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 795 | 100.00 798 | 100.00 798 |
|
| RAFT-FE |  | 100.00 801 | 100.00 798 | 100.00 796 | 100.00 796 | 100.00 797 | 100.00 793 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 801 | 100.00 794 | 100.00 797 | 100.00 797 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 795 | 100.00 798 | 100.00 798 |
|
| FlowAnything |  | 100.00 801 | 100.00 798 | 100.00 796 | 100.00 796 | 100.00 797 | 100.00 793 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 801 | 100.00 794 | 100.00 797 | 100.00 797 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 795 | 100.00 798 | 100.00 798 |
|
| Selective-RAFT-Error |  | 100.00 801 | 100.00 798 | 100.00 796 | 100.00 796 | 100.00 797 | 100.00 793 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 801 | 100.00 794 | 100.00 797 | 100.00 797 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 795 | 100.00 798 | 100.00 798 |
|
| CasAABBNet |  | 100.00 801 | 100.00 798 | 100.00 796 | 100.00 796 | 100.00 797 | 100.00 793 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 801 | 100.00 794 | 100.00 797 | 100.00 797 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 795 | 100.00 798 | 100.00 798 |
|
| LSM0 |  | 100.00 801 | 100.00 798 | 100.00 796 | 100.00 796 | 100.00 797 | 100.00 793 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 801 | 100.00 794 | 100.00 797 | 100.00 797 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 795 | 100.00 798 | 100.00 798 |
|
| DPSM_ROB |  | 100.00 801 | 100.00 798 | 100.00 796 | 100.00 796 | 100.00 797 | 100.00 793 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 801 | 100.00 794 | 100.00 797 | 100.00 797 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 795 | 100.00 798 | 100.00 798 |
|
| DPSM |  | 100.00 801 | 100.00 798 | 100.00 796 | 100.00 796 | 100.00 797 | 100.00 793 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 801 | 100.00 794 | 100.00 797 | 100.00 797 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 795 | 100.00 798 | 100.00 798 |
|
| AVERAGE_ROB |  | 99.80 796 | 99.99 795 | 99.40 789 | 100.00 796 | 100.00 797 | 98.99 790 | 97.72 787 | 100.00 796 | 100.00 794 | 100.00 796 | 100.00 794 | 100.00 801 | 100.00 794 | 100.00 797 | 100.00 797 | 100.00 795 | 100.00 795 | 100.00 794 | 100.00 795 | 100.00 798 | 100.00 798 |
|
| ASD4 |  | | 90.49 779 | | | | | | | | | | | | | | | | | | | |
|