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