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