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