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