| ManiGeoR |   | 5.60 248 | 2.38 407 | 10.23 356 | 3.66 127 | 3.17 374 | 6.64 303 | 1.65 204 | 19.57 371 | 10.50 260 | 7.20 234 | 14.65 290 | 6.46 232 | 4.96 245 | 13.05 377 | 7.21 388 | 0.09 229 | 0.00 1 | 0.05 317 | 0.00 1 | 0.23 220 | 0.25 45 |
|
| HLf10 |  | 5.60 248 | 2.38 407 | 10.23 356 | 3.66 127 | 3.17 374 | 6.64 303 | 1.65 204 | 19.57 371 | 10.50 260 | 7.20 234 | 14.65 290 | 6.46 232 | 4.96 245 | 13.05 377 | 7.21 388 | 0.09 229 | 0.00 1 | 0.05 317 | 0.00 1 | 0.23 220 | 0.25 45 |
|
| DispViT+ |  | 2.53 67 | 0.81 31 | 3.69 31 | 1.65 4 | 5.13 490 | 2.71 40 | 0.09 18 | 13.20 231 | 6.78 178 | 1.73 44 | 1.08 30 | 0.72 42 | 1.05 57 | 9.42 211 | 1.60 102 | 0.74 492 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 29 | 0.06 6 |
|
| NLSM3 |  | 3.45 147 | 1.17 104 | 4.52 63 | 3.64 123 | 3.99 415 | 3.16 61 | 0.54 73 | 14.33 261 | 9.76 249 | 3.70 139 | 7.08 188 | 1.78 87 | 3.88 177 | 7.50 131 | 3.21 229 | 0.02 40 | 0.00 1 | 0.06 333 | 0.01 135 | 0.04 52 | 0.59 140 |
|
| DFGA-Net |  | 9.58 425 | 4.57 524 | 19.91 561 | 6.37 367 | 4.05 418 | 11.38 394 | 2.98 334 | 26.08 455 | 29.76 507 | 17.13 414 | 19.22 347 | 9.43 291 | 7.17 338 | 16.49 478 | 13.39 502 | 0.13 278 | 0.00 1 | 0.06 333 | 0.13 292 | 1.89 545 | 1.46 361 |
|
| rvit_stereo_0081_aga |  | 4.01 187 | 3.10 471 | 10.05 344 | 5.65 299 | 3.01 363 | 4.91 178 | 1.88 258 | 8.80 128 | 7.27 184 | 6.97 225 | 6.94 183 | 5.81 213 | 3.23 150 | 7.63 139 | 3.77 259 | 0.08 215 | 0.00 1 | 0.00 1 | 0.00 1 | 0.62 430 | 0.44 100 |
|
| RAStereo |  | 2.53 67 | 1.48 170 | 7.27 219 | 4.18 177 | 1.48 186 | 1.78 16 | 0.13 28 | 8.50 118 | 8.15 214 | 2.40 86 | 4.11 96 | 3.37 143 | 0.81 45 | 3.73 38 | 2.75 194 | 0.05 131 | 0.00 1 | 0.00 1 | 0.00 1 | 0.35 301 | 0.14 24 |
|
| rvit_stereo_ft |  | 5.02 233 | 3.45 490 | 10.80 390 | 11.76 585 | 2.76 340 | 4.08 106 | 8.16 502 | 10.64 183 | 10.63 263 | 4.34 157 | 6.39 176 | 6.65 237 | 4.63 224 | 9.35 205 | 5.82 350 | 0.11 255 | 0.00 1 | 0.00 1 | 0.00 1 | 0.34 295 | 0.42 93 |
|
| H2IRNET |  | 6.11 292 | 1.63 196 | 7.52 233 | 4.69 217 | 2.30 300 | 4.07 105 | 0.71 86 | 12.58 220 | 13.88 311 | 7.18 232 | 20.80 377 | 15.50 398 | 10.48 399 | 10.72 250 | 8.26 409 | 0.19 327 | 0.00 1 | 0.07 353 | 0.52 530 | 0.52 393 | 0.55 126 |
|
| plain |  | 4.41 212 | 2.18 356 | 11.50 418 | 5.46 283 | 2.97 361 | 3.20 64 | 1.38 147 | 9.01 138 | 5.96 160 | 3.56 134 | 16.63 315 | 3.01 136 | 2.76 136 | 14.80 445 | 4.25 285 | 0.32 380 | 0.00 1 | 0.04 306 | 0.01 135 | 0.79 474 | 0.43 97 |
|
| CASnet |  | 4.11 193 | 1.27 129 | 5.28 106 | 5.63 296 | 0.31 5 | 4.89 172 | 2.86 327 | 11.52 207 | 11.73 279 | 11.06 286 | 11.80 261 | 4.16 167 | 1.63 84 | 6.30 103 | 2.22 148 | 0.63 474 | 0.00 1 | 0.60 534 | 0.13 292 | 0.15 174 | 0.07 8 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| CroCo-Stereo |   | 3.51 155 | 2.49 424 | 8.03 256 | 9.10 515 | 1.26 156 | 0.97 3 | 0.96 107 | 11.24 203 | 8.52 226 | 3.79 141 | 4.87 125 | 7.93 270 | 4.44 207 | 3.26 28 | 2.76 196 | 0.03 73 | 0.00 1 | 0.00 1 | 0.00 1 | 0.34 295 | 0.16 30 |
| 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 |  | 4.83 223 | 1.16 98 | 4.67 69 | 4.71 220 | 2.02 268 | 4.01 100 | 0.11 24 | 9.48 156 | 18.00 369 | 8.87 258 | 16.74 317 | 4.43 175 | 2.15 108 | 6.09 97 | 3.39 240 | 0.07 200 | 0.00 1 | 0.00 1 | 10.51 662 | 0.05 64 | 0.12 19 |
| 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 |  | 8.72 399 | 3.49 493 | 16.63 522 | 6.74 402 | 3.39 384 | 6.20 278 | 3.43 355 | 23.40 430 | 22.03 421 | 17.46 421 | 30.28 494 | 9.33 287 | 8.32 362 | 14.71 437 | 6.36 371 | 0.91 524 | 0.00 1 | 0.45 518 | 0.00 1 | 0.65 440 | 0.70 166 |
|
| HLF11 |  | 6.15 294 | 2.25 371 | 10.31 362 | 3.88 146 | 3.16 373 | 5.08 190 | 1.19 124 | 18.82 353 | 10.46 259 | 10.76 282 | 18.05 328 | 7.97 271 | 5.47 268 | 15.89 462 | 9.10 430 | 0.09 229 | 0.01 15 | 0.00 1 | 0.00 1 | 0.29 267 | 0.13 23 |
|
| HLf8 |  | 5.68 252 | 2.39 411 | 9.26 308 | 3.74 135 | 2.89 351 | 7.62 331 | 1.84 251 | 18.29 340 | 17.19 363 | 8.51 250 | 13.97 285 | 6.14 221 | 3.70 167 | 12.49 349 | 4.77 309 | 0.08 215 | 0.01 15 | 0.01 227 | 0.00 1 | 0.21 210 | 0.45 103 |
|
| TestStereo_HL3 |  | 5.82 263 | 2.18 356 | 12.39 450 | 3.75 137 | 2.57 324 | 3.92 94 | 1.48 170 | 17.21 322 | 10.26 257 | 7.76 244 | 15.99 308 | 7.89 267 | 4.69 231 | 14.98 449 | 10.69 465 | 0.06 168 | 0.01 15 | 0.00 1 | 0.00 1 | 0.37 319 | 0.15 28 |
|
| TestStereo_HL2 |  | 6.18 296 | 2.14 341 | 11.02 402 | 3.61 120 | 2.79 343 | 6.17 276 | 1.96 268 | 20.55 386 | 11.11 271 | 7.92 245 | 20.64 373 | 7.60 259 | 6.74 331 | 13.60 404 | 6.91 382 | 0.09 229 | 0.01 15 | 0.00 1 | 0.00 1 | 0.33 287 | 0.32 59 |
|
| TestStereo_HL1 |  | 5.82 263 | 2.34 394 | 10.35 364 | 3.70 129 | 3.02 364 | 6.53 297 | 1.47 165 | 18.78 352 | 13.86 310 | 10.06 271 | 13.63 282 | 6.43 231 | 4.78 234 | 13.84 414 | 6.94 383 | 0.08 215 | 0.01 15 | 0.10 385 | 0.00 1 | 0.23 220 | 0.20 36 |
|
| TestStereo-Hl |   | 5.95 280 | 2.32 388 | 11.25 412 | 3.61 120 | 2.57 324 | 6.78 308 | 1.36 144 | 19.50 368 | 13.69 308 | 10.51 277 | 16.00 309 | 5.95 215 | 4.78 234 | 13.72 409 | 6.12 355 | 0.18 313 | 0.01 15 | 0.16 442 | 0.00 1 | 0.22 219 | 0.21 39 |
|
| TS12 |  | 2.90 105 | 0.93 48 | 3.58 26 | 2.61 21 | 0.40 19 | 6.37 289 | 0.20 43 | 8.95 134 | 4.89 122 | 3.34 129 | 10.48 239 | 1.45 66 | 3.08 144 | 8.02 150 | 2.96 212 | 0.02 40 | 0.01 15 | 0.00 1 | 0.00 1 | 0.05 64 | 0.67 153 |
|
| LACA3 |  | 1.49 12 | 1.16 98 | 2.90 4 | 1.45 1 | 0.85 90 | 2.31 31 | 1.59 192 | 5.16 13 | 1.59 10 | 1.34 17 | 0.65 21 | 0.65 36 | 0.61 33 | 8.94 181 | 0.45 1 | 0.04 95 | 0.01 15 | 0.00 1 | 0.00 1 | 0.04 52 | 0.12 19 |
|
| DepthFocus |  | 1.14 2 | 0.79 26 | 3.57 25 | 2.42 11 | 0.48 37 | 1.25 8 | 0.85 100 | 2.10 2 | 1.50 4 | 0.83 1 | 1.80 45 | 1.73 82 | 0.90 49 | 3.73 38 | 0.63 3 | 0.03 73 | 0.01 15 | 0.00 1 | 0.00 1 | 0.01 1 | 0.09 12 |
|
| BLMT-Stereo |  | 1.15 3 | 0.61 2 | 3.56 22 | 3.13 70 | 0.42 21 | 0.56 2 | 0.27 50 | 2.13 3 | 2.64 38 | 1.13 7 | 2.75 60 | 1.17 57 | 0.15 1 | 2.25 2 | 1.81 115 | 0.16 297 | 0.01 15 | 0.00 1 | 0.02 174 | 0.03 29 | 0.18 34 |
|
| S2M2_XL |  | 1.03 1 | 1.01 62 | 3.78 33 | 2.42 11 | 0.31 5 | 0.43 1 | 0.01 1 | 1.74 1 | 1.12 1 | 1.28 14 | 2.82 64 | 1.72 81 | 1.19 62 | 1.48 1 | 1.21 47 | 0.03 73 | 0.01 15 | 0.01 227 | 0.00 1 | 0.02 5 | 0.02 2 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| G2L-ROB |  | 9.96 437 | 2.29 380 | 9.59 325 | 6.06 340 | 4.08 421 | 12.02 406 | 7.60 490 | 29.90 512 | 18.79 386 | 20.31 483 | 22.15 405 | 22.44 494 | 13.11 458 | 17.47 502 | 12.03 482 | 0.03 73 | 0.01 15 | 0.01 227 | 0.02 174 | 0.27 253 | 1.07 280 |
|
| SGD-Stereo |  | 2.03 41 | 0.90 39 | 4.25 47 | 2.80 42 | 0.38 18 | 3.39 73 | 0.90 102 | 7.22 80 | 2.50 33 | 4.05 148 | 1.12 32 | 1.77 86 | 1.31 67 | 8.51 169 | 1.04 30 | 0.24 350 | 0.01 15 | 0.00 1 | 0.00 1 | 0.06 77 | 0.12 19 |
|
| DEFOM-Stereo |  | 2.43 63 | 1.22 118 | 4.56 65 | 3.89 147 | 1.05 119 | 12.70 417 | 0.80 94 | 5.07 10 | 2.70 40 | 3.02 116 | 1.81 46 | 0.61 33 | 0.54 28 | 8.77 175 | 1.01 26 | 0.02 40 | 0.01 15 | 0.00 1 | 0.00 1 | 0.03 29 | 0.69 160 |
|
| rvit_stereo_0081 |  | 4.20 199 | 2.18 356 | 9.43 316 | 6.66 395 | 1.77 241 | 3.43 75 | 2.29 288 | 8.53 120 | 16.32 347 | 4.68 173 | 5.52 153 | 5.21 194 | 4.60 215 | 8.22 161 | 4.20 280 | 0.05 131 | 0.01 15 | 0.00 1 | 0.01 135 | 0.41 346 | 0.49 115 |
|
| rvit_stereo_0082 |  | 4.20 199 | 2.18 356 | 9.43 316 | 6.66 395 | 1.77 241 | 3.43 75 | 2.29 288 | 8.53 120 | 16.32 347 | 4.68 173 | 5.52 153 | 5.21 194 | 4.60 215 | 8.22 161 | 4.20 280 | 0.05 131 | 0.01 15 | 0.00 1 | 0.01 135 | 0.41 346 | 0.49 115 |
|
| rvit_stereo_0080 |  | 4.27 205 | 2.89 452 | 9.02 288 | 4.10 167 | 1.93 259 | 4.06 101 | 7.35 483 | 10.37 174 | 8.86 233 | 5.39 199 | 7.51 192 | 6.20 225 | 4.36 197 | 7.08 118 | 4.75 306 | 0.45 427 | 0.01 15 | 0.00 1 | 0.00 1 | 0.59 419 | 0.45 103 |
|
| MGS-Stereo |  | 3.47 151 | 1.54 182 | 7.34 228 | 3.79 141 | 0.51 39 | 4.78 164 | 1.51 177 | 6.53 49 | 9.92 252 | 4.54 165 | 10.22 233 | 5.44 201 | 1.26 65 | 8.51 169 | 2.53 177 | 0.21 337 | 0.01 15 | 0.02 265 | 0.00 1 | 0.59 419 | 0.23 40 |
|
| whm_eth |  | 4.27 205 | 2.89 452 | 9.02 288 | 4.10 167 | 1.93 259 | 4.06 101 | 7.35 483 | 10.37 174 | 8.86 233 | 5.39 199 | 7.51 192 | 6.20 225 | 4.36 197 | 7.08 118 | 4.75 306 | 0.45 427 | 0.01 15 | 0.00 1 | 0.00 1 | 0.59 419 | 0.45 103 |
|
| DisPM |  | 6.68 315 | 1.58 189 | 9.90 339 | 7.19 441 | 1.12 128 | 5.71 241 | 3.69 362 | 13.74 254 | 12.42 285 | 16.60 395 | 23.63 416 | 12.64 344 | 6.39 307 | 13.31 393 | 4.08 275 | 0.77 498 | 0.01 15 | 0.08 361 | 0.15 314 | 0.14 159 | 0.53 122 |
|
| STrans-v2 |  | 8.16 382 | 2.09 321 | 9.79 333 | 5.44 282 | 1.53 200 | 11.87 402 | 9.69 528 | 19.77 374 | 13.20 301 | 14.01 340 | 25.80 437 | 17.88 442 | 12.55 446 | 13.30 392 | 4.39 292 | 0.06 168 | 0.01 15 | 0.18 451 | 0.01 135 | 0.25 231 | 1.31 330 |
|
| FTStereo |  | 8.76 401 | 1.57 187 | 6.75 193 | 6.55 379 | 2.45 312 | 7.65 332 | 11.62 564 | 18.36 342 | 9.01 235 | 20.25 476 | 40.79 603 | 15.87 405 | 12.36 442 | 11.02 257 | 4.69 304 | 0.24 350 | 0.01 15 | 0.09 372 | 0.16 323 | 0.19 201 | 5.58 603 |
|
| GMM-Stereo |  | 8.44 389 | 1.27 129 | 7.36 229 | 6.64 393 | 2.56 323 | 10.00 362 | 9.29 519 | 23.79 434 | 11.33 273 | 17.96 436 | 29.59 485 | 17.14 423 | 7.59 346 | 11.77 302 | 4.61 301 | 0.13 278 | 0.01 15 | 0.24 478 | 0.94 566 | 0.49 386 | 6.14 610 |
|
| s12784h |  | 6.22 298 | 1.01 62 | 4.95 87 | 3.57 118 | 0.54 44 | 19.55 538 | 0.95 106 | 19.51 369 | 18.39 373 | 12.98 317 | 12.58 273 | 7.78 265 | 5.56 275 | 11.34 280 | 4.36 291 | 0.89 520 | 0.01 15 | 0.05 317 | 0.00 1 | 0.07 88 | 0.20 36 |
|
| TestStereo |  | 6.45 305 | 3.34 486 | 8.02 255 | 6.23 353 | 1.68 224 | 6.33 283 | 2.48 303 | 14.54 272 | 16.71 355 | 11.71 291 | 24.13 421 | 9.38 288 | 7.13 337 | 11.83 306 | 4.32 288 | 0.12 270 | 0.01 15 | 0.00 1 | 0.00 1 | 0.73 459 | 0.33 63 |
|
| XX-TBD |  | 4.63 219 | 10.71 601 | 3.94 38 | 10.55 558 | 0.62 52 | 5.95 257 | 0.08 13 | 7.91 100 | 12.75 290 | 11.73 292 | 14.80 295 | 4.04 164 | 1.64 85 | 4.90 75 | 2.61 183 | 0.08 215 | 0.01 15 | 0.00 1 | 0.00 1 | 0.26 244 | 0.06 6 |
|
| 111 |  | 7.73 368 | 2.39 411 | 9.12 295 | 4.17 173 | 0.47 33 | 10.65 381 | 3.49 359 | 21.34 404 | 28.25 497 | 10.60 279 | 16.85 318 | 14.74 386 | 10.22 398 | 12.48 348 | 6.61 379 | 0.43 420 | 0.01 15 | 0.00 1 | 0.00 1 | 0.35 301 | 2.39 524 |
|
| CREStereo |  | 3.75 169 | 1.21 112 | 3.79 34 | 2.66 23 | 0.66 59 | 5.52 222 | 0.39 57 | 10.77 190 | 14.18 317 | 7.14 230 | 10.54 240 | 5.25 196 | 3.54 163 | 6.27 102 | 2.88 209 | 0.04 95 | 0.01 15 | 0.03 288 | 0.01 135 | 0.05 64 | 0.05 4 |
| 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 |  | 10.83 472 | 2.25 371 | 7.10 208 | 6.43 373 | 3.02 364 | 13.17 427 | 3.75 364 | 22.83 421 | 35.15 562 | 15.81 376 | 30.67 502 | 24.65 515 | 15.77 506 | 16.47 476 | 18.13 539 | 0.16 297 | 0.01 15 | 0.06 333 | 0.07 250 | 0.65 440 | 0.43 97 |
|
| acv_ft |  | 12.59 512 | 2.25 371 | 13.50 471 | 8.30 492 | 6.23 550 | 19.81 540 | 6.34 451 | 26.43 465 | 35.15 562 | 26.38 568 | 30.67 502 | 24.65 515 | 14.91 492 | 16.47 476 | 19.16 551 | 0.16 297 | 0.01 15 | 0.06 333 | 0.07 250 | 0.74 463 | 0.43 97 |
|
| PMTNet |  | 5.52 246 | 1.11 87 | 4.24 46 | 2.49 17 | 1.38 171 | 8.75 351 | 0.67 80 | 12.64 222 | 12.84 292 | 8.66 252 | 11.27 255 | 6.00 216 | 4.70 232 | 9.91 227 | 3.02 215 | 22.39 670 | 0.01 15 | 0.04 306 | 0.02 174 | 0.06 77 | 0.23 40 |
|
| HITNet |  | 8.41 387 | 3.59 500 | 9.91 340 | 5.30 272 | 1.52 199 | 13.35 431 | 4.48 390 | 22.00 408 | 16.06 341 | 15.52 369 | 22.95 412 | 15.28 396 | 11.74 426 | 14.91 447 | 9.25 433 | 0.10 247 | 0.01 15 | 0.48 522 | 0.06 240 | 0.58 413 | 1.04 272 |
| 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 |  | 9.96 437 | 3.33 484 | 14.77 488 | 5.75 319 | 1.62 214 | 14.91 456 | 1.31 142 | 22.06 409 | 24.83 456 | 22.51 523 | 31.57 517 | 17.20 424 | 8.07 356 | 17.07 493 | 12.11 484 | 0.48 432 | 0.01 15 | 0.05 317 | 0.05 228 | 0.48 377 | 1.10 288 |
|
| iResNet_ROB |  | 12.41 507 | 3.19 475 | 12.39 450 | 6.63 390 | 3.72 396 | 16.98 511 | 2.64 313 | 32.29 545 | 38.58 585 | 26.93 574 | 33.73 550 | 26.24 536 | 17.40 533 | 17.36 498 | 8.95 423 | 0.33 383 | 0.01 15 | 0.00 1 | 0.00 1 | 0.40 342 | 0.35 68 |
|
| BridgeDepth |   | 1.76 26 | 1.05 71 | 3.18 7 | 2.17 7 | 0.16 1 | 6.45 293 | 0.05 11 | 6.54 50 | 3.33 72 | 1.56 35 | 0.40 11 | 1.99 101 | 2.73 135 | 4.72 66 | 0.75 5 | 0.04 95 | 0.02 49 | 0.00 1 | 0.00 1 | 0.04 52 | 0.05 4 |
| 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 |  | 15.70 555 | 7.13 573 | 42.53 633 | 5.88 331 | 5.57 514 | 14.47 449 | 13.18 580 | 22.93 423 | 38.31 582 | 19.68 472 | 44.92 630 | 23.85 509 | 18.42 544 | 23.81 578 | 30.69 629 | 0.37 399 | 0.02 49 | 0.00 1 | 0.01 135 | 1.15 508 | 1.16 302 |
|
| xyz-stereo-finetune2 |  | 5.88 273 | 2.14 341 | 6.76 194 | 2.96 56 | 0.36 15 | 14.90 455 | 1.85 252 | 11.54 208 | 5.89 157 | 11.35 289 | 18.02 327 | 7.27 251 | 9.34 384 | 15.17 452 | 9.04 426 | 0.06 168 | 0.02 49 | 0.08 361 | 0.15 314 | 0.28 259 | 0.32 59 |
|
| xyz-stereo-finetune |  | 5.68 252 | 2.00 295 | 6.56 185 | 3.16 75 | 0.33 9 | 11.80 401 | 3.99 375 | 13.58 248 | 21.58 414 | 8.92 260 | 12.57 272 | 6.12 218 | 3.72 168 | 12.06 317 | 6.59 378 | 0.07 200 | 0.02 49 | 0.00 1 | 0.02 174 | 0.19 201 | 0.25 45 |
|
| trnet |  | 3.79 171 | 1.10 85 | 3.76 32 | 2.70 28 | 0.63 54 | 5.60 236 | 0.41 58 | 10.89 191 | 14.11 316 | 7.11 229 | 10.55 242 | 5.73 210 | 3.75 169 | 6.25 100 | 2.89 210 | 0.04 95 | 0.02 49 | 0.03 288 | 0.01 135 | 0.06 77 | 0.07 8 |
|
| GMStereo_Zeroshot |   | 11.32 484 | 8.59 590 | 21.66 574 | 10.06 538 | 2.53 317 | 12.38 409 | 1.43 153 | 21.36 405 | 21.50 412 | 23.48 534 | 35.74 568 | 24.85 518 | 6.12 297 | 20.48 541 | 8.28 410 | 0.83 510 | 0.02 49 | 0.25 481 | 0.01 135 | 6.33 618 | 0.53 122 |
|
| MIF-Stereo (partial) |  | 4.55 216 | 1.63 196 | 8.37 268 | 5.46 283 | 5.35 499 | 3.48 78 | 0.94 104 | 9.80 159 | 8.03 208 | 4.45 162 | 15.68 302 | 5.33 199 | 5.11 253 | 11.92 312 | 4.57 300 | 0.06 168 | 0.02 49 | 0.06 333 | 0.03 191 | 0.45 367 | 0.30 56 |
|
| CAS |  | 5.44 243 | 0.98 58 | 3.95 40 | 17.59 631 | 7.74 590 | 7.82 337 | 6.09 440 | 9.89 165 | 9.40 243 | 4.82 178 | 10.69 243 | 1.93 98 | 1.22 63 | 4.54 59 | 2.47 172 | 10.98 656 | 0.02 49 | 0.00 1 | 0.02 174 | 0.53 395 | 8.19 633 |
|
| DAS |  | 11.51 490 | 2.60 435 | 15.62 509 | 9.37 521 | 6.27 555 | 16.04 481 | 7.71 492 | 22.70 418 | 33.92 547 | 19.53 469 | 29.03 475 | 19.51 465 | 19.10 555 | 17.44 499 | 8.98 424 | 0.78 502 | 0.02 49 | 0.29 498 | 0.01 135 | 0.48 377 | 0.81 188 |
|
| SepStereo |  | 12.04 499 | 2.60 435 | 15.62 509 | 9.37 521 | 6.27 555 | 16.04 481 | 7.71 492 | 22.70 418 | 33.92 547 | 19.53 469 | 29.03 475 | 19.51 465 | 19.10 555 | 27.97 602 | 8.98 424 | 0.78 502 | 0.02 49 | 0.29 498 | 0.01 135 | 0.48 377 | 0.81 188 |
|
| LCNet |  | 7.64 361 | 1.41 152 | 6.15 145 | 6.93 421 | 1.35 165 | 9.00 355 | 5.44 420 | 18.37 343 | 11.30 272 | 16.62 396 | 24.39 424 | 14.67 383 | 11.03 405 | 12.03 316 | 4.01 269 | 0.07 200 | 0.02 49 | 0.23 474 | 2.07 612 | 1.00 501 | 6.69 617 |
|
| KYRaft |  | 9.17 418 | 1.39 149 | 7.74 243 | 7.07 431 | 1.03 116 | 8.05 344 | 7.90 495 | 23.72 432 | 9.22 241 | 21.43 508 | 31.08 508 | 22.52 496 | 8.03 355 | 12.21 327 | 3.16 226 | 0.10 247 | 0.02 49 | 0.05 317 | 0.67 549 | 0.46 372 | 17.51 664 |
|
| RAFT_R40 |  | 7.14 342 | 1.73 223 | 9.36 313 | 7.36 448 | 0.82 85 | 5.74 245 | 3.69 362 | 15.47 286 | 15.09 326 | 18.24 444 | 19.87 357 | 16.82 418 | 8.50 367 | 13.72 409 | 5.81 349 | 0.28 368 | 0.02 49 | 0.14 428 | 0.00 1 | 0.11 136 | 0.09 12 |
|
| GrayStereo |  | 9.02 412 | 1.35 144 | 7.73 242 | 8.62 501 | 2.88 350 | 10.28 370 | 10.99 550 | 18.66 350 | 16.36 350 | 22.78 526 | 30.63 501 | 17.56 436 | 12.19 438 | 11.50 293 | 5.08 317 | 0.09 229 | 0.02 49 | 0.19 457 | 0.78 557 | 0.33 287 | 2.37 520 |
|
| Pruner-Stereo |  | 6.85 322 | 1.81 242 | 10.24 358 | 6.92 420 | 0.92 99 | 5.55 232 | 4.01 376 | 14.42 267 | 11.85 282 | 18.22 443 | 21.92 397 | 15.64 402 | 5.69 279 | 12.10 322 | 6.08 354 | 0.84 512 | 0.02 49 | 0.18 451 | 0.10 277 | 0.11 136 | 0.38 82 |
|
| Prome-Stereo |  | 8.22 383 | 1.48 170 | 6.24 153 | 7.06 429 | 1.55 201 | 6.54 299 | 9.08 512 | 21.88 407 | 9.88 250 | 21.12 502 | 32.48 534 | 11.82 330 | 11.59 422 | 11.99 314 | 4.04 272 | 0.08 215 | 0.02 49 | 0.19 457 | 0.12 287 | 0.45 367 | 6.89 621 |
|
| GMStereo |   | 6.44 304 | 4.92 534 | 12.13 443 | 5.60 292 | 0.87 94 | 9.18 359 | 2.57 311 | 12.99 225 | 25.54 468 | 12.85 312 | 11.84 262 | 5.60 206 | 3.62 165 | 11.92 312 | 6.44 374 | 0.53 444 | 0.02 49 | 0.05 317 | 0.36 477 | 0.98 498 | 0.70 166 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| TestStereo_HLe17 |  | 5.97 282 | 2.36 403 | 10.51 379 | 3.70 129 | 2.54 318 | 8.00 342 | 2.90 329 | 18.58 348 | 16.64 354 | 9.14 264 | 16.16 312 | 5.62 207 | 4.27 194 | 13.61 407 | 4.17 278 | 0.09 229 | 0.03 66 | 0.02 265 | 0.00 1 | 0.16 182 | 0.81 188 |
|
| aanet-new-14k |  | 3.20 125 | 1.28 131 | 9.69 330 | 4.19 180 | 0.51 39 | 4.33 119 | 1.70 228 | 11.13 197 | 10.33 258 | 3.19 121 | 4.96 134 | 0.65 36 | 6.56 314 | 2.82 14 | 1.61 103 | 0.04 95 | 0.03 66 | 0.01 227 | 0.00 1 | 0.10 121 | 0.90 215 |
|
| LACA2 |  | 1.41 8 | 1.71 213 | 5.26 104 | 1.58 3 | 0.20 3 | 3.00 53 | 0.13 28 | 6.58 52 | 1.37 3 | 1.24 10 | 0.81 27 | 0.58 32 | 0.79 43 | 4.13 50 | 0.68 4 | 0.03 73 | 0.03 66 | 0.00 1 | 0.00 1 | 0.05 64 | 0.01 1 |
|
| LACA1 |  | 1.26 4 | 1.11 87 | 3.02 5 | 1.48 2 | 0.60 47 | 2.46 33 | 0.44 62 | 5.13 11 | 1.26 2 | 1.82 51 | 0.26 8 | 0.48 27 | 1.74 91 | 4.67 64 | 0.52 2 | 0.02 40 | 0.03 66 | 0.00 1 | 0.00 1 | 0.04 52 | 0.12 19 |
|
| Pro-Stereo |  | 1.71 23 | 0.58 1 | 3.34 15 | 3.27 89 | 0.61 49 | 5.34 214 | 0.75 90 | 2.21 4 | 2.69 39 | 1.61 37 | 1.34 38 | 1.45 66 | 0.15 1 | 8.22 161 | 1.87 120 | 0.18 313 | 0.03 66 | 0.00 1 | 0.29 433 | 0.04 52 | 0.15 28 |
|
| xyz-stereo |  | 13.76 538 | 1.43 162 | 40.88 630 | 3.14 74 | 0.83 88 | 42.24 656 | 4.68 400 | 14.87 279 | 26.49 478 | 23.70 536 | 37.20 576 | 30.36 564 | 19.90 564 | 18.77 521 | 9.23 432 | 0.28 368 | 0.03 66 | 0.64 538 | 0.03 191 | 0.20 208 | 0.32 59 |
|
| Former-RAFT_DAM_RVC |  | 4.91 228 | 3.05 470 | 9.51 321 | 4.55 206 | 3.59 392 | 9.01 357 | 1.46 163 | 14.59 273 | 19.31 392 | 7.65 243 | 7.22 189 | 2.04 103 | 2.21 109 | 10.13 234 | 2.51 173 | 0.12 270 | 0.03 66 | 0.08 361 | 0.00 1 | 0.62 430 | 0.50 118 |
|
| LoS_RVC |  | 4.09 192 | 3.01 464 | 4.81 76 | 4.88 232 | 7.78 591 | 5.24 204 | 2.80 325 | 7.57 91 | 4.24 107 | 4.41 159 | 10.34 235 | 3.62 154 | 6.34 304 | 6.59 108 | 2.37 163 | 0.04 95 | 0.03 66 | 0.00 1 | 0.01 135 | 0.06 77 | 7.70 626 |
|
| LoS |  | 3.83 174 | 1.25 125 | 4.39 56 | 3.29 92 | 0.58 46 | 4.87 169 | 1.15 118 | 11.00 193 | 13.34 303 | 5.02 184 | 10.69 243 | 4.14 166 | 3.78 171 | 9.15 196 | 3.20 227 | 0.08 215 | 0.03 66 | 0.09 372 | 0.00 1 | 0.13 157 | 0.35 68 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| IER |  | 10.32 456 | 2.06 314 | 11.88 435 | 4.95 242 | 5.34 498 | 13.34 430 | 6.11 441 | 27.47 478 | 23.59 441 | 20.37 485 | 30.03 491 | 16.50 414 | 20.42 567 | 14.24 420 | 8.81 421 | 0.16 297 | 0.03 66 | 0.18 451 | 0.10 277 | 0.27 253 | 0.56 129 |
|
| MIPNet |  | 7.26 344 | 2.30 383 | 13.74 473 | 5.32 274 | 1.61 210 | 11.32 393 | 2.77 324 | 27.02 472 | 18.47 378 | 15.56 371 | 13.20 278 | 7.01 242 | 9.46 385 | 8.84 176 | 6.32 368 | 0.15 293 | 0.03 66 | 0.06 333 | 0.08 260 | 0.42 354 | 1.39 344 |
|
| AASNet |  | 13.05 522 | 3.27 480 | 12.23 446 | 10.28 546 | 6.90 569 | 17.61 516 | 7.88 494 | 41.14 633 | 38.29 581 | 23.20 531 | 29.62 486 | 16.85 419 | 15.59 504 | 15.50 459 | 19.03 549 | 0.39 405 | 0.03 66 | 0.78 548 | 0.05 228 | 1.32 520 | 1.08 282 |
|
| iResNetv2_ROB |  | 12.78 518 | 4.09 512 | 15.60 507 | 6.44 375 | 3.75 399 | 14.86 453 | 7.17 475 | 34.46 576 | 37.12 572 | 26.06 563 | 34.81 564 | 29.76 555 | 16.32 513 | 14.77 443 | 7.67 394 | 0.31 376 | 0.03 66 | 0.12 412 | 0.01 135 | 0.94 496 | 1.23 318 |
|
| HSM |  | 11.89 497 | 2.32 388 | 8.70 275 | 6.70 401 | 4.10 423 | 16.45 498 | 8.06 499 | 30.42 517 | 20.31 402 | 23.35 533 | 26.42 448 | 41.60 636 | 17.59 538 | 20.66 544 | 9.57 445 | 0.11 255 | 0.03 66 | 0.01 227 | 0.01 135 | 0.24 227 | 1.22 315 |
|
| GCAP-Stereo-DPT-cres |  | 3.02 110 | 1.07 79 | 5.65 120 | 3.42 107 | 4.71 467 | 7.67 333 | 1.62 197 | 8.75 126 | 3.34 76 | 2.70 102 | 5.84 169 | 3.78 159 | 6.58 315 | 3.00 21 | 1.17 43 | 0.01 7 | 0.04 80 | 0.00 1 | 0.06 240 | 0.14 159 | 0.83 194 |
|
| LiteMatch |  | 2.36 57 | 2.17 353 | 3.23 12 | 4.11 169 | 0.72 63 | 2.15 25 | 1.49 172 | 5.39 20 | 3.17 61 | 1.79 48 | 0.63 18 | 2.12 108 | 5.23 259 | 4.28 53 | 9.36 439 | 0.06 168 | 0.04 80 | 0.00 1 | 0.00 1 | 0.32 280 | 0.95 241 |
|
| Lsterematch |  | 6.83 321 | 2.17 353 | 7.77 244 | 4.11 169 | 0.72 63 | 8.20 346 | 1.49 172 | 12.99 225 | 18.49 382 | 16.96 410 | 25.24 433 | 9.52 293 | 5.23 259 | 13.01 371 | 9.36 439 | 0.06 168 | 0.04 80 | 0.00 1 | 0.00 1 | 0.32 280 | 0.95 241 |
|
| FlowAnything_test |  | 3.40 140 | 1.63 196 | 7.17 213 | 8.89 511 | 1.37 170 | 8.59 348 | 2.43 300 | 8.27 109 | 4.69 116 | 4.28 154 | 2.68 56 | 3.47 152 | 0.74 38 | 6.21 99 | 5.48 334 | 0.11 255 | 0.04 80 | 0.17 446 | 0.65 548 | 0.17 190 | 0.91 220 |
|
| G2L-Stereo |  | 10.65 468 | 2.78 445 | 11.19 408 | 7.63 461 | 4.24 432 | 8.87 354 | 9.35 520 | 29.83 511 | 23.03 431 | 19.75 473 | 26.33 447 | 23.15 502 | 12.08 434 | 16.39 473 | 16.43 526 | 0.34 389 | 0.04 80 | 0.09 372 | 0.01 135 | 0.41 346 | 1.05 275 |
|
| rvit_stereo_0083 |  | 4.77 221 | 2.28 378 | 10.63 383 | 7.49 457 | 1.73 234 | 4.88 170 | 2.71 319 | 8.97 135 | 18.71 385 | 5.01 183 | 7.88 202 | 6.38 229 | 5.11 253 | 7.80 142 | 4.86 313 | 0.28 368 | 0.04 80 | 0.00 1 | 0.01 135 | 0.26 244 | 0.39 84 |
|
| U |  | 3.84 175 | 0.81 31 | 6.63 188 | 4.40 200 | 11.89 635 | 11.98 404 | 0.20 43 | 8.42 115 | 5.78 145 | 1.97 60 | 2.73 59 | 0.77 44 | 1.59 81 | 2.60 10 | 0.98 19 | 0.04 95 | 0.04 80 | 10.46 651 | 5.41 641 | 0.05 64 | 0.14 24 |
|
| GLC_STEREO |  | 3.61 159 | 1.35 144 | 3.91 37 | 6.86 414 | 0.23 4 | 4.69 152 | 1.61 196 | 9.80 159 | 7.20 183 | 5.64 206 | 9.11 212 | 5.19 193 | 2.02 103 | 10.25 238 | 3.70 255 | 0.07 200 | 0.04 80 | 0.22 473 | 0.00 1 | 0.24 227 | 0.17 32 |
|
| TransformOpticalFlow |  | 7.95 374 | 2.10 324 | 9.83 336 | 6.06 340 | 1.24 151 | 6.82 309 | 7.98 496 | 18.60 349 | 14.06 315 | 14.93 354 | 28.79 472 | 18.74 454 | 11.03 405 | 12.79 360 | 4.12 276 | 0.06 168 | 0.04 80 | 0.21 465 | 0.04 210 | 0.21 210 | 1.27 323 |
|
| OMP-Stereo |  | 7.13 341 | 2.89 452 | 9.89 338 | 10.98 570 | 1.73 234 | 4.81 166 | 1.85 252 | 18.38 344 | 16.26 344 | 16.94 408 | 14.11 286 | 17.45 434 | 7.57 345 | 13.26 391 | 5.12 321 | 0.43 420 | 0.04 80 | 0.06 333 | 0.02 174 | 0.20 208 | 0.56 129 |
|
| RAFT-RH_RVC |  | 7.88 373 | 1.51 180 | 7.72 241 | 5.41 281 | 0.96 110 | 11.41 396 | 1.48 170 | 13.43 246 | 15.04 325 | 17.54 424 | 45.66 632 | 10.86 313 | 6.42 309 | 13.48 395 | 5.26 326 | 0.81 507 | 0.04 80 | 0.12 412 | 0.13 292 | 0.12 143 | 0.17 32 |
|
| LMCR-Stereo |   | 11.32 484 | 4.98 536 | 11.87 434 | 14.09 609 | 4.01 416 | 16.97 510 | 5.70 426 | 26.41 464 | 23.41 439 | 22.57 525 | 22.11 404 | 15.18 394 | 15.44 502 | 21.48 563 | 17.57 535 | 2.29 593 | 0.04 80 | 0.00 1 | 0.03 191 | 1.53 532 | 0.65 149 |
|
| HCRNet |  | 9.13 416 | 1.82 250 | 8.73 277 | 14.95 620 | 5.22 495 | 10.66 382 | 2.49 304 | 26.57 467 | 18.64 384 | 16.31 384 | 25.51 435 | 18.42 451 | 11.15 410 | 13.53 398 | 7.25 390 | 0.10 247 | 0.04 80 | 0.10 385 | 0.02 174 | 0.27 253 | 0.76 180 |
|
| ARAFT |  | 8.86 406 | 3.86 507 | 17.37 531 | 5.96 335 | 0.94 108 | 12.59 415 | 10.80 546 | 18.20 338 | 19.95 396 | 18.77 454 | 16.27 314 | 17.78 439 | 8.88 375 | 18.82 523 | 5.30 327 | 0.35 391 | 0.04 80 | 0.00 1 | 0.00 1 | 0.62 430 | 0.64 146 |
|
| CCAANet |  | 10.18 446 | 2.14 341 | 10.38 368 | 6.98 424 | 5.10 487 | 12.55 414 | 3.67 361 | 29.07 497 | 23.28 434 | 16.04 382 | 36.99 575 | 18.39 450 | 11.10 407 | 17.34 497 | 9.39 441 | 0.21 337 | 0.04 80 | 0.27 486 | 0.02 174 | 0.35 301 | 0.23 40 |
|
| MatchStereo |   | 1.90 38 | 1.04 70 | 4.50 62 | 2.54 19 | 0.18 2 | 2.31 31 | 0.33 54 | 6.54 50 | 5.32 132 | 1.05 6 | 4.55 111 | 0.82 47 | 1.31 67 | 5.33 85 | 1.70 110 | 0.03 73 | 0.05 95 | 0.00 1 | 0.00 1 | 0.03 29 | 0.28 50 |
| Tingman Yan, Tao Liu, Xilian Yang, Qunfei Zhao, Zeyang Xia: MatchAttention: Matching the Relative Positions for High-Resolution Cross-View Matching. Arxiv, 2025 |
| NLSM1 |  | 5.13 236 | 1.43 162 | 6.34 162 | 4.67 216 | 5.73 521 | 13.35 431 | 1.37 146 | 15.17 280 | 10.96 269 | 5.43 202 | 10.97 251 | 4.39 173 | 4.65 226 | 11.31 276 | 5.75 344 | 0.01 7 | 0.05 95 | 0.01 227 | 0.00 1 | 0.11 136 | 0.92 222 |
|
| CAS++ |  | 4.25 203 | 2.16 349 | 6.64 189 | 4.57 210 | 1.14 133 | 4.22 110 | 1.62 197 | 19.22 361 | 10.81 266 | 9.35 266 | 9.25 217 | 1.97 99 | 1.40 75 | 9.87 224 | 2.00 133 | 0.15 293 | 0.05 95 | 0.00 1 | 0.00 1 | 0.33 287 | 0.28 50 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| MaDis-Stereo |  | 2.96 106 | 2.05 311 | 7.26 218 | 3.35 101 | 2.54 318 | 1.78 16 | 0.28 51 | 8.41 114 | 5.58 139 | 2.77 106 | 3.62 80 | 7.05 243 | 4.60 215 | 5.95 92 | 3.33 236 | 0.01 7 | 0.05 95 | 0.00 1 | 0.00 1 | 0.19 201 | 0.39 84 |
|
| StereoVision |  | 7.48 353 | 2.90 455 | 10.47 378 | 10.13 540 | 3.93 412 | 4.99 187 | 1.86 255 | 21.10 398 | 17.66 365 | 8.90 259 | 29.71 488 | 10.95 315 | 6.61 318 | 12.83 363 | 5.11 319 | 0.69 487 | 0.05 95 | 0.17 446 | 0.03 191 | 0.98 498 | 0.56 129 |
|
| CES |  | 4.08 190 | 1.34 143 | 3.46 18 | 3.65 124 | 11.49 632 | 5.24 204 | 0.99 109 | 10.15 170 | 9.15 239 | 3.80 142 | 9.29 218 | 1.76 85 | 0.91 50 | 6.94 113 | 2.64 188 | 0.07 200 | 0.05 95 | 0.01 227 | 0.00 1 | 1.63 534 | 9.03 639 |
|
| CASS |  | 8.64 396 | 2.03 303 | 8.60 273 | 8.71 505 | 1.59 205 | 15.02 463 | 2.75 323 | 23.27 429 | 18.58 383 | 16.29 383 | 22.78 409 | 13.42 367 | 13.68 470 | 13.07 381 | 7.66 393 | 1.18 564 | 0.05 95 | 0.13 420 | 0.01 135 | 0.75 467 | 3.24 566 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| CroCo-Stereo Lap2 |  | 4.21 201 | 2.60 435 | 9.11 293 | 10.21 544 | 6.06 544 | 1.11 5 | 0.78 92 | 10.63 182 | 8.34 218 | 3.46 133 | 5.18 143 | 8.92 283 | 5.66 277 | 6.42 105 | 4.53 299 | 0.03 73 | 0.05 95 | 0.00 1 | 0.00 1 | 0.81 479 | 0.39 84 |
|
| DCANet-4 |  | 6.78 320 | 1.21 112 | 11.48 416 | 3.95 152 | 0.76 73 | 4.73 156 | 1.68 214 | 18.40 345 | 25.78 472 | 15.44 364 | 20.36 365 | 6.42 230 | 8.48 366 | 8.87 178 | 6.24 363 | 0.18 313 | 0.05 95 | 0.01 227 | 0.00 1 | 0.10 121 | 1.37 337 |
|
| fff |  | 7.26 344 | 1.99 291 | 9.12 295 | 4.17 173 | 0.47 33 | 4.73 156 | 1.68 214 | 16.56 309 | 33.55 542 | 15.45 365 | 20.36 365 | 7.49 255 | 12.54 443 | 9.03 185 | 6.26 364 | 0.18 313 | 0.05 95 | 0.01 227 | 0.00 1 | 0.10 121 | 1.37 337 |
|
| ADStereo(finetuned) |  | 7.09 338 | 2.04 305 | 11.52 419 | 4.01 155 | 0.77 76 | 4.78 164 | 1.73 233 | 16.15 297 | 25.08 458 | 15.89 381 | 20.74 375 | 7.88 266 | 13.56 466 | 9.11 192 | 6.07 353 | 0.18 313 | 0.05 95 | 0.00 1 | 0.00 1 | 0.28 259 | 1.93 439 |
|
| Wz-Net-LNSev-Ref |  | 16.12 560 | 4.56 523 | 29.46 600 | 7.78 472 | 6.11 545 | 26.08 587 | 13.01 579 | 31.08 527 | 37.61 576 | 27.66 578 | 46.96 638 | 29.92 558 | 15.40 500 | 21.54 564 | 22.39 567 | 1.09 550 | 0.05 95 | 0.10 385 | 0.00 1 | 0.43 358 | 1.21 314 |
|
| IPLGR |  | 7.48 353 | 1.61 190 | 14.03 479 | 4.92 241 | 1.30 163 | 10.30 371 | 1.20 125 | 24.52 442 | 22.59 428 | 16.71 402 | 18.84 343 | 8.44 278 | 7.49 343 | 9.62 218 | 6.34 370 | 0.26 361 | 0.05 95 | 0.05 317 | 0.06 240 | 0.37 319 | 0.93 229 |
|
| IIG-Stereo |  | 7.59 358 | 2.47 419 | 9.40 315 | 10.39 552 | 1.78 243 | 6.67 305 | 1.47 165 | 17.83 335 | 16.51 352 | 18.91 459 | 20.12 361 | 17.76 438 | 8.74 372 | 13.21 389 | 5.43 331 | 0.44 423 | 0.05 95 | 0.03 288 | 0.00 1 | 0.17 190 | 0.45 103 |
|
| SST-Stereo |  | 6.85 322 | 1.67 206 | 9.39 314 | 7.24 444 | 0.82 85 | 5.89 253 | 1.87 256 | 15.34 283 | 9.89 251 | 19.25 466 | 20.26 363 | 16.63 417 | 8.40 364 | 13.81 413 | 5.75 344 | 0.40 408 | 0.05 95 | 0.13 420 | 0.00 1 | 0.10 121 | 0.08 10 |
|
| RE-Stereo |  | 6.97 332 | 1.79 236 | 10.18 351 | 7.14 434 | 0.77 76 | 6.14 272 | 3.39 351 | 20.72 387 | 18.43 375 | 13.41 326 | 19.33 349 | 11.78 327 | 6.09 294 | 12.66 355 | 6.22 360 | 0.58 456 | 0.05 95 | 0.21 465 | 0.22 365 | 0.12 143 | 0.10 16 |
|
| TVStereo |  | 6.97 332 | 1.79 236 | 10.18 351 | 7.14 434 | 0.77 76 | 6.14 272 | 3.39 351 | 20.72 387 | 18.43 375 | 13.41 326 | 19.33 349 | 11.78 327 | 6.09 294 | 12.66 355 | 6.22 360 | 0.58 456 | 0.05 95 | 0.21 465 | 0.22 365 | 0.12 143 | 0.10 16 |
|
| RAFT-345 |  | 6.94 329 | 1.48 170 | 7.45 230 | 5.65 299 | 0.96 110 | 5.49 220 | 3.20 341 | 13.73 253 | 10.97 270 | 13.81 338 | 42.93 616 | 9.01 285 | 5.31 261 | 13.09 382 | 4.73 305 | 0.58 456 | 0.05 95 | 0.10 385 | 0.06 240 | 0.08 100 | 0.08 10 |
|
| DCANet |  | 6.87 325 | 2.02 301 | 9.12 295 | 4.03 158 | 0.76 73 | 4.77 162 | 1.74 236 | 16.15 297 | 25.07 457 | 15.88 380 | 20.79 376 | 7.89 267 | 11.31 416 | 9.23 199 | 6.15 357 | 0.18 313 | 0.05 95 | 0.00 1 | 0.00 1 | 0.28 259 | 2.01 467 |
|
| csc |  | 7.26 344 | 1.99 291 | 9.12 295 | 4.17 173 | 0.47 33 | 4.73 156 | 1.68 214 | 16.56 309 | 33.55 542 | 15.45 365 | 20.36 365 | 7.49 255 | 12.54 443 | 9.03 185 | 6.26 364 | 0.18 313 | 0.05 95 | 0.01 227 | 0.00 1 | 0.10 121 | 1.37 337 |
|
| cscssc |  | 7.26 344 | 1.99 291 | 9.12 295 | 4.17 173 | 0.47 33 | 4.73 156 | 1.68 214 | 16.56 309 | 33.55 542 | 15.45 365 | 20.36 365 | 7.49 255 | 12.54 443 | 9.03 185 | 6.26 364 | 0.18 313 | 0.05 95 | 0.01 227 | 0.00 1 | 0.10 121 | 1.37 337 |
|
| R-Stereo Train |  | 7.33 350 | 1.62 192 | 9.31 310 | 6.80 410 | 2.33 302 | 7.57 329 | 5.36 418 | 24.47 439 | 7.63 189 | 16.40 388 | 33.07 540 | 12.42 341 | 5.52 271 | 8.06 152 | 5.23 324 | 0.05 131 | 0.05 95 | 0.01 227 | 0.00 1 | 0.12 143 | 0.56 129 |
|
| RAFT-Stereo |   | 7.33 350 | 1.62 192 | 9.31 310 | 6.80 410 | 2.33 302 | 7.57 329 | 5.36 418 | 24.47 439 | 7.63 189 | 16.40 388 | 33.07 540 | 12.42 341 | 5.52 271 | 8.06 152 | 5.23 324 | 0.05 131 | 0.05 95 | 0.01 227 | 0.00 1 | 0.12 143 | 0.56 129 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| RASNet |  | 12.38 505 | 2.58 433 | 12.48 454 | 6.76 404 | 5.97 539 | 16.37 495 | 6.74 463 | 34.99 581 | 22.20 422 | 17.44 419 | 33.11 542 | 22.81 497 | 24.84 588 | 20.33 538 | 18.27 542 | 1.16 560 | 0.05 95 | 0.06 333 | 0.01 135 | 0.27 253 | 1.06 277 |
|
| CFNet |  | 11.23 480 | 3.41 489 | 10.68 385 | 7.08 432 | 4.22 430 | 17.38 513 | 4.83 404 | 31.29 533 | 31.29 522 | 19.15 464 | 26.85 452 | 24.06 511 | 13.75 471 | 16.23 467 | 12.22 488 | 0.26 361 | 0.05 95 | 0.44 517 | 0.09 268 | 0.92 493 | 0.41 91 |
|
| AdaStereo |  | 10.85 473 | 4.57 524 | 10.79 388 | 9.59 527 | 3.46 387 | 17.49 515 | 6.29 446 | 32.70 550 | 26.07 474 | 19.04 462 | 26.55 449 | 19.60 467 | 10.12 396 | 17.71 509 | 10.38 455 | 1.00 538 | 0.05 95 | 0.42 515 | 0.02 174 | 0.70 452 | 0.46 107 |
| 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 |  | 11.06 477 | 4.16 515 | 16.83 524 | 7.89 479 | 2.23 292 | 15.59 472 | 9.17 517 | 24.49 441 | 29.14 503 | 20.78 491 | 31.13 510 | 16.87 420 | 11.58 420 | 15.45 457 | 12.50 495 | 0.64 478 | 0.05 95 | 0.02 265 | 0.10 277 | 0.79 474 | 1.71 401 |
|
| Test_v1 |  | 1.80 31 | 0.90 39 | 3.67 30 | 2.66 23 | 1.27 157 | 2.14 24 | 0.16 37 | 7.69 96 | 3.86 93 | 1.62 38 | 3.08 67 | 1.48 68 | 1.00 55 | 4.86 72 | 0.99 23 | 0.09 229 | 0.06 122 | 0.00 1 | 0.00 1 | 0.03 29 | 0.42 93 |
|
| WQFJX1 |  | 4.94 229 | 1.37 146 | 6.21 148 | 4.32 196 | 5.86 533 | 10.61 380 | 3.86 368 | 11.43 204 | 12.12 283 | 6.12 213 | 5.13 139 | 5.73 210 | 5.08 251 | 13.20 386 | 7.03 385 | 0.01 7 | 0.06 122 | 0.01 227 | 0.00 1 | 0.17 190 | 0.57 135 |
|
| G2L-Stereo_test |  | 11.01 474 | 2.34 394 | 9.34 312 | 5.12 259 | 4.31 439 | 12.30 408 | 13.21 581 | 33.14 560 | 23.33 438 | 23.77 539 | 25.10 430 | 21.80 486 | 13.91 478 | 16.39 473 | 14.37 506 | 0.09 229 | 0.06 122 | 0.01 227 | 0.02 174 | 0.38 332 | 1.16 302 |
|
| coex_refinement |  | 12.03 498 | 2.30 383 | 8.72 276 | 8.56 499 | 5.30 497 | 16.95 509 | 7.17 475 | 31.75 539 | 32.48 533 | 18.92 460 | 31.46 515 | 25.97 534 | 12.98 455 | 14.55 432 | 21.39 564 | 0.33 383 | 0.06 122 | 0.02 265 | 0.10 277 | 0.49 386 | 1.18 310 |
|
| RSM++ |  | 3.35 136 | 1.29 135 | 5.82 124 | 5.16 262 | 1.00 114 | 4.93 181 | 2.54 307 | 10.70 185 | 5.17 129 | 3.45 132 | 4.81 122 | 6.63 236 | 1.86 100 | 10.23 237 | 2.06 140 | 0.05 131 | 0.06 122 | 0.01 227 | 0.18 341 | 0.19 201 | 0.95 241 |
|
| IPLG |  | 7.65 362 | 2.00 295 | 13.81 474 | 5.86 330 | 4.35 441 | 10.97 388 | 1.43 153 | 22.52 414 | 16.50 351 | 19.78 474 | 20.62 372 | 5.28 197 | 5.49 269 | 12.58 354 | 9.70 447 | 0.13 278 | 0.06 122 | 0.03 288 | 0.07 250 | 0.41 346 | 1.38 342 |
|
| AAGNet |  | 8.15 380 | 1.75 226 | 10.57 380 | 7.72 470 | 0.74 66 | 5.74 245 | 4.98 406 | 15.90 293 | 14.59 320 | 20.31 483 | 23.80 418 | 15.08 393 | 11.25 414 | 12.27 330 | 16.70 529 | 0.85 513 | 0.06 122 | 0.32 505 | 0.01 135 | 0.15 174 | 0.16 30 |
|
| NF-Stereo |  | 6.96 331 | 1.80 239 | 10.17 349 | 7.16 440 | 0.79 82 | 6.15 274 | 3.26 349 | 20.74 392 | 18.45 377 | 13.42 329 | 19.33 349 | 11.67 324 | 6.05 292 | 12.71 359 | 6.17 358 | 0.57 455 | 0.06 122 | 0.21 465 | 0.23 376 | 0.12 143 | 0.09 12 |
|
| OCTAStereo |  | 6.97 332 | 1.80 239 | 10.20 353 | 7.15 439 | 0.78 79 | 6.12 270 | 3.38 350 | 20.72 387 | 18.47 378 | 13.41 326 | 19.33 349 | 11.91 332 | 6.05 292 | 12.68 357 | 6.19 359 | 0.59 462 | 0.06 122 | 0.21 465 | 0.22 365 | 0.12 143 | 0.10 16 |
|
| PSM-softLoss |  | 6.90 326 | 1.81 242 | 10.84 392 | 7.04 426 | 0.93 104 | 5.53 226 | 1.97 269 | 23.18 424 | 9.65 247 | 14.16 342 | 22.01 402 | 12.84 350 | 5.15 255 | 13.03 373 | 7.95 402 | 0.76 495 | 0.06 122 | 0.27 486 | 0.55 538 | 0.21 210 | 0.14 24 |
|
| KMStereo |  | 6.90 326 | 1.81 242 | 10.84 392 | 7.04 426 | 0.93 104 | 5.53 226 | 1.97 269 | 23.18 424 | 9.65 247 | 14.16 342 | 22.01 402 | 12.84 350 | 5.15 255 | 13.03 373 | 7.95 402 | 0.76 495 | 0.06 122 | 0.27 486 | 0.55 538 | 0.21 210 | 0.14 24 |
|
| PSM-AAD |  | 8.76 401 | 1.41 152 | 6.46 175 | 6.87 415 | 1.18 139 | 12.78 418 | 9.66 527 | 20.03 378 | 15.78 334 | 21.79 513 | 24.91 426 | 14.31 378 | 13.16 459 | 12.42 345 | 4.07 274 | 0.05 131 | 0.06 122 | 2.44 609 | 0.16 323 | 0.45 367 | 7.17 624 |
|
| UNet |  | 13.18 527 | 2.47 419 | 14.45 485 | 7.45 452 | 7.82 592 | 26.01 586 | 4.67 399 | 34.38 575 | 29.42 505 | 20.90 496 | 31.81 522 | 26.68 541 | 18.98 552 | 21.08 557 | 15.56 518 | 0.21 337 | 0.06 122 | 0.27 486 | 0.09 268 | 0.37 319 | 1.01 261 |
|
| DIP-Stereo |  | 6.99 337 | 2.37 404 | 11.45 415 | 4.78 222 | 1.70 228 | 13.13 425 | 1.47 165 | 15.76 291 | 7.43 188 | 14.57 348 | 26.61 450 | 10.76 312 | 5.10 252 | 14.97 448 | 8.10 406 | 0.06 168 | 0.06 122 | 0.06 333 | 0.00 1 | 0.17 190 | 1.22 315 |
| 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 |  | 10.01 441 | 2.81 447 | 6.11 142 | 7.31 446 | 3.92 410 | 16.80 505 | 8.00 497 | 28.68 492 | 20.81 404 | 16.57 393 | 23.35 415 | 25.82 532 | 13.06 457 | 13.55 400 | 9.18 431 | 0.12 270 | 0.06 122 | 1.19 578 | 0.32 451 | 1.47 528 | 1.06 277 |
|
| GCAP-Stereo-DPT-2K |  | 3.33 134 | 1.12 91 | 6.22 150 | 3.35 101 | 4.61 464 | 3.98 99 | 1.23 128 | 8.33 112 | 8.06 211 | 6.76 223 | 12.36 269 | 2.19 111 | 0.60 32 | 5.16 81 | 1.26 53 | 0.01 7 | 0.07 137 | 0.01 227 | 0.25 401 | 0.14 159 | 0.95 241 |
|
| GCAP-Stereo-DPT-3K |  | 3.40 140 | 1.19 110 | 6.23 152 | 3.22 82 | 4.64 466 | 4.62 142 | 1.24 129 | 9.97 166 | 10.68 264 | 6.19 216 | 11.95 267 | 1.80 92 | 0.42 19 | 3.38 29 | 1.25 50 | 0.01 7 | 0.07 137 | 0.00 1 | 0.25 401 | 0.14 159 | 0.67 153 |
|
| WQFJA1 |  | 4.85 225 | 1.42 154 | 5.91 132 | 3.70 129 | 5.90 535 | 13.00 423 | 1.54 183 | 13.22 232 | 10.90 268 | 5.24 193 | 5.65 163 | 6.12 218 | 4.94 243 | 10.31 240 | 7.77 398 | 0.08 215 | 0.07 137 | 0.00 1 | 0.00 1 | 0.10 121 | 1.15 299 |
|
| NLMM |  | 4.84 224 | 1.42 154 | 5.91 132 | 3.70 129 | 5.90 535 | 12.99 422 | 1.54 183 | 13.23 233 | 10.88 267 | 5.24 193 | 5.65 163 | 6.12 218 | 4.95 244 | 10.13 234 | 7.77 398 | 0.08 215 | 0.07 137 | 0.00 1 | 0.00 1 | 0.10 121 | 1.15 299 |
|
| UniTT-Stereo |  | 3.10 120 | 1.22 118 | 7.79 245 | 4.50 205 | 2.51 314 | 2.59 36 | 0.42 60 | 5.88 30 | 5.74 144 | 5.46 203 | 7.76 197 | 1.12 54 | 1.46 78 | 9.06 188 | 5.42 330 | 0.06 168 | 0.07 137 | 0.00 1 | 0.01 135 | 0.60 425 | 0.26 48 |
|
| HHNet |  | 7.57 357 | 2.01 298 | 8.03 256 | 3.71 133 | 3.46 387 | 4.93 181 | 6.17 442 | 19.69 373 | 16.27 345 | 20.91 497 | 31.75 520 | 10.56 309 | 5.82 284 | 10.69 249 | 5.10 318 | 0.67 485 | 0.07 137 | 0.21 465 | 0.14 305 | 0.63 434 | 0.54 124 |
|
| CRE-IMP |  | 5.83 267 | 1.86 257 | 11.10 407 | 6.20 351 | 0.51 39 | 6.86 311 | 1.64 201 | 12.56 219 | 9.01 235 | 13.16 320 | 16.11 311 | 10.94 314 | 6.14 298 | 12.81 361 | 6.46 375 | 0.50 440 | 0.07 137 | 0.10 385 | 0.00 1 | 0.27 253 | 0.27 49 |
|
| sAnonymous2 |  | 6.98 335 | 7.12 569 | 20.67 568 | 9.13 516 | 5.40 501 | 5.28 207 | 8.11 500 | 16.71 314 | 11.50 277 | 5.04 185 | 9.17 213 | 3.77 157 | 8.23 359 | 7.84 146 | 3.15 224 | 0.11 255 | 0.07 137 | 0.06 333 | 0.28 426 | 10.80 642 | 7.09 622 |
|
| CroCo_RVC |  | 6.98 335 | 7.12 569 | 20.67 568 | 9.13 516 | 5.40 501 | 5.28 207 | 8.11 500 | 16.71 314 | 11.50 277 | 5.04 185 | 9.17 213 | 3.77 157 | 8.23 359 | 7.84 146 | 3.15 224 | 0.11 255 | 0.07 137 | 0.06 333 | 0.28 426 | 10.80 642 | 7.09 622 |
|
| StereoDRNet-Refined |  | 14.03 543 | 3.52 494 | 12.77 457 | 8.70 504 | 3.31 379 | 18.50 528 | 4.58 393 | 29.08 498 | 30.59 513 | 29.85 595 | 42.52 613 | 25.24 527 | 19.57 562 | 23.88 579 | 23.55 576 | 0.44 423 | 0.07 137 | 0.54 528 | 0.38 492 | 0.88 492 | 2.64 538 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| aanet-new |  | 3.41 143 | 1.67 206 | 7.04 202 | 4.37 199 | 2.94 357 | 10.02 364 | 1.74 236 | 8.16 107 | 3.19 65 | 2.14 67 | 5.19 144 | 2.32 116 | 7.49 343 | 9.44 212 | 1.43 88 | 0.02 40 | 0.08 147 | 0.00 1 | 0.01 135 | 0.08 100 | 0.92 222 |
|
| GCAP-Stereo-DPT-5K |  | 3.26 130 | 1.18 105 | 6.09 139 | 3.37 103 | 4.60 460 | 4.64 144 | 1.29 139 | 9.39 152 | 9.58 245 | 6.19 216 | 10.71 245 | 1.85 93 | 0.51 23 | 3.23 26 | 1.42 83 | 0.01 7 | 0.08 147 | 0.01 227 | 0.24 386 | 0.14 159 | 0.63 144 |
|
| VMStereo-Base |   | 3.56 157 | 1.14 96 | 4.69 70 | 2.08 6 | 0.51 39 | 2.97 51 | 0.56 74 | 10.54 179 | 14.83 322 | 3.99 146 | 9.20 216 | 7.37 253 | 2.33 118 | 8.03 151 | 2.34 158 | 0.12 270 | 0.08 147 | 0.04 306 | 0.00 1 | 0.07 88 | 0.20 36 |
|
| gcap_with_dpt |  | 3.03 111 | 1.08 81 | 6.32 158 | 3.49 113 | 4.52 455 | 5.06 189 | 1.27 134 | 7.96 102 | 4.87 121 | 6.17 215 | 11.91 266 | 2.06 104 | 0.57 29 | 2.88 15 | 1.07 36 | 0.01 7 | 0.08 147 | 0.02 265 | 0.25 401 | 0.15 174 | 0.94 236 |
|
| BridgeDepth_RVC |   | 1.61 19 | 1.02 67 | 3.25 13 | 1.82 5 | 0.74 66 | 3.96 98 | 0.02 4 | 6.73 63 | 1.85 14 | 1.51 31 | 1.19 33 | 1.05 51 | 2.91 139 | 3.96 42 | 1.00 24 | 0.92 526 | 0.08 147 | 0.12 412 | 0.06 240 | 0.01 1 | 0.02 2 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| NLCSM |  | 5.30 238 | 1.73 223 | 6.44 171 | 6.09 342 | 5.89 534 | 10.87 386 | 3.96 372 | 11.80 211 | 10.57 262 | 8.70 253 | 5.42 151 | 4.53 181 | 6.51 311 | 13.97 417 | 7.90 401 | 0.33 383 | 0.08 147 | 0.00 1 | 0.01 135 | 0.29 267 | 0.94 236 |
|
| gcap-zeroshot |  | 3.14 121 | 1.18 105 | 6.27 155 | 3.32 94 | 4.60 460 | 4.50 133 | 1.28 136 | 9.47 154 | 8.43 221 | 5.88 209 | 10.06 224 | 1.79 89 | 0.45 20 | 2.98 19 | 1.37 65 | 0.00 1 | 0.08 147 | 0.01 227 | 0.26 407 | 0.15 174 | 0.69 160 |
|
| test_for_model |  | 3.26 130 | 1.18 105 | 6.09 139 | 3.37 103 | 4.60 460 | 4.64 144 | 1.29 139 | 9.39 152 | 9.57 244 | 6.19 216 | 10.71 245 | 1.85 93 | 0.51 23 | 3.23 26 | 1.42 83 | 0.01 7 | 0.08 147 | 0.01 227 | 0.24 386 | 0.14 159 | 0.63 144 |
|
| testlalala |  | 3.14 121 | 1.18 105 | 6.27 155 | 3.32 94 | 4.60 460 | 4.50 133 | 1.28 136 | 9.47 154 | 8.43 221 | 5.88 209 | 10.06 224 | 1.79 89 | 0.45 20 | 2.98 19 | 1.37 65 | 0.00 1 | 0.08 147 | 0.01 227 | 0.26 407 | 0.15 174 | 0.69 160 |
|
| HUI-Stereo |  | 5.80 261 | 1.98 289 | 10.42 372 | 5.66 302 | 0.45 23 | 5.52 222 | 2.68 316 | 13.29 241 | 7.82 201 | 12.71 309 | 18.16 332 | 12.91 357 | 6.60 316 | 10.73 251 | 5.36 328 | 0.89 520 | 0.08 147 | 0.10 385 | 0.00 1 | 0.25 231 | 0.36 74 |
|
| HSM-Net_RVC |   | 11.37 488 | 1.57 187 | 6.32 158 | 5.99 337 | 2.67 329 | 20.99 548 | 7.19 478 | 28.50 488 | 28.64 500 | 21.03 500 | 25.84 438 | 33.64 593 | 16.37 516 | 16.83 488 | 10.76 466 | 0.21 337 | 0.08 147 | 0.02 265 | 0.00 1 | 0.16 182 | 0.55 126 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| AIO-test1 |  | 6.69 316 | 2.11 328 | 7.06 204 | 10.57 559 | 6.38 559 | 8.85 353 | 1.73 233 | 22.56 416 | 20.92 406 | 7.01 226 | 17.67 324 | 8.06 272 | 4.87 239 | 10.79 253 | 3.39 240 | 0.17 304 | 0.09 158 | 0.00 1 | 0.34 466 | 0.35 301 | 0.86 200 |
|
| Patchmatch Stereo++ |  | 5.88 273 | 1.97 282 | 10.43 374 | 5.66 302 | 0.45 23 | 5.54 229 | 2.32 293 | 13.26 237 | 7.79 195 | 12.69 303 | 18.14 330 | 12.86 352 | 6.63 320 | 12.36 341 | 5.60 338 | 1.09 550 | 0.09 158 | 0.10 385 | 0.00 1 | 0.25 231 | 0.35 68 |
| 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 |  | 5.83 267 | 1.97 282 | 10.44 376 | 5.66 302 | 0.46 29 | 5.54 229 | 1.91 263 | 13.24 235 | 7.80 199 | 12.69 303 | 18.19 336 | 12.80 348 | 6.65 329 | 11.89 310 | 5.45 333 | 1.02 542 | 0.09 158 | 0.10 385 | 0.00 1 | 0.26 244 | 0.36 74 |
|
| ROB_FTStereo_v2 |  | 5.85 269 | 1.97 282 | 10.38 368 | 5.66 302 | 0.46 29 | 5.52 222 | 1.95 266 | 13.24 235 | 7.78 194 | 12.68 302 | 18.16 332 | 12.83 349 | 6.61 318 | 12.27 330 | 5.63 341 | 1.00 538 | 0.09 158 | 0.10 385 | 0.00 1 | 0.26 244 | 0.36 74 |
|
| ROB_FTStereo |  | 5.82 263 | 1.97 282 | 10.37 367 | 5.67 309 | 0.46 29 | 5.52 222 | 1.63 199 | 13.27 239 | 7.79 195 | 12.69 303 | 18.06 329 | 12.86 352 | 6.63 320 | 12.28 332 | 5.43 331 | 0.87 519 | 0.09 158 | 0.10 385 | 0.00 1 | 0.26 244 | 0.36 74 |
|
| iGMRVC |  | 5.86 272 | 1.97 282 | 10.41 371 | 5.66 302 | 0.45 23 | 5.53 226 | 1.75 240 | 13.35 243 | 7.81 200 | 12.69 303 | 18.17 334 | 12.86 352 | 6.53 312 | 12.34 338 | 5.77 346 | 1.13 557 | 0.09 158 | 0.10 385 | 0.00 1 | 0.26 244 | 0.34 66 |
|
| iRAFT |  | 5.88 273 | 1.97 282 | 10.43 374 | 5.66 302 | 0.45 23 | 5.54 229 | 2.32 293 | 13.26 237 | 7.79 195 | 12.69 303 | 18.14 330 | 12.86 352 | 6.63 320 | 12.36 341 | 5.60 338 | 1.09 550 | 0.09 158 | 0.10 385 | 0.00 1 | 0.25 231 | 0.35 68 |
|
| RAFT-IKP |  | 5.85 269 | 1.97 282 | 10.36 365 | 5.66 302 | 0.45 23 | 5.33 213 | 2.01 272 | 13.27 239 | 7.79 195 | 12.69 303 | 18.19 336 | 12.77 347 | 6.67 330 | 12.36 341 | 5.60 338 | 1.11 553 | 0.09 158 | 0.10 385 | 0.00 1 | 0.25 231 | 0.35 68 |
|
| PSMNet-RSSM |  | 10.31 453 | 2.47 419 | 7.79 245 | 7.85 476 | 4.38 444 | 10.47 375 | 6.67 459 | 29.67 506 | 22.25 424 | 16.62 396 | 33.75 551 | 23.30 503 | 14.58 488 | 13.91 416 | 10.56 459 | 0.23 345 | 0.09 158 | 0.07 353 | 0.24 386 | 0.87 489 | 0.48 112 |
|
| DMCA |  | 8.96 410 | 2.60 435 | 11.84 433 | 5.61 293 | 4.25 433 | 11.09 390 | 4.36 387 | 25.89 452 | 20.23 400 | 17.10 413 | 20.96 378 | 17.55 435 | 11.92 433 | 11.47 286 | 12.27 489 | 0.60 466 | 0.09 158 | 0.35 509 | 0.05 228 | 0.48 377 | 0.57 135 |
|
| TDLM |  | 13.70 536 | 4.93 535 | 11.80 430 | 11.93 590 | 5.53 512 | 16.75 504 | 14.38 589 | 36.12 594 | 32.59 535 | 23.08 530 | 27.03 454 | 25.90 533 | 15.40 500 | 25.87 590 | 14.23 505 | 1.24 567 | 0.09 158 | 1.53 591 | 0.61 544 | 2.06 551 | 2.94 556 |
|
| Hybrid-DGEV-2 |  | 8.65 397 | 3.04 469 | 9.44 318 | 8.90 513 | 1.18 139 | 10.81 385 | 1.04 113 | 31.56 537 | 27.89 495 | 13.79 337 | 17.07 319 | 12.07 337 | 16.60 521 | 12.30 334 | 5.66 343 | 0.07 200 | 0.10 169 | 0.00 1 | 0.05 228 | 0.29 267 | 1.17 305 |
|
| WQFJX |  | 4.98 232 | 1.47 166 | 5.90 131 | 3.54 117 | 5.81 528 | 13.76 436 | 1.87 256 | 12.60 221 | 10.77 265 | 6.11 212 | 5.62 162 | 5.65 208 | 5.86 287 | 12.29 333 | 6.99 384 | 0.04 95 | 0.10 169 | 0.00 1 | 0.00 1 | 0.14 159 | 1.15 299 |
|
| GCAP-BAT |  | 3.88 176 | 1.21 112 | 8.47 271 | 4.07 163 | 3.84 408 | 2.72 42 | 1.50 174 | 9.84 161 | 12.58 287 | 4.96 181 | 6.53 179 | 7.07 244 | 1.78 94 | 9.89 225 | 1.99 132 | 0.06 168 | 0.10 169 | 0.00 1 | 0.01 135 | 0.07 88 | 1.00 259 |
|
| GCAPDPT-zeroshot |  | 3.88 176 | 1.21 112 | 8.46 270 | 4.07 163 | 3.83 406 | 2.72 42 | 1.50 174 | 9.84 161 | 12.58 287 | 4.96 181 | 6.53 179 | 7.07 244 | 1.78 94 | 9.89 225 | 1.98 130 | 0.06 168 | 0.10 169 | 0.00 1 | 0.01 135 | 0.07 88 | 1.01 261 |
|
| DeepStereo_RVC |  | 5.95 280 | 1.88 263 | 10.44 376 | 5.76 320 | 0.60 47 | 5.45 217 | 1.78 245 | 12.93 223 | 8.02 207 | 14.07 341 | 14.98 296 | 12.40 340 | 10.05 394 | 12.02 315 | 7.35 391 | 0.61 468 | 0.10 169 | 0.12 412 | 0.00 1 | 0.21 210 | 0.29 53 |
|
| GES |  | 9.01 411 | 2.61 439 | 12.88 458 | 6.76 404 | 2.02 268 | 13.08 424 | 6.33 450 | 22.23 412 | 22.21 423 | 19.80 475 | 26.73 451 | 8.97 284 | 11.01 403 | 14.41 427 | 8.35 414 | 0.54 450 | 0.10 169 | 0.30 502 | 0.15 314 | 0.82 482 | 0.99 257 |
|
| CFNet-ft |   | 10.46 459 | 3.02 465 | 7.10 208 | 7.69 465 | 5.42 504 | 16.93 506 | 5.92 436 | 22.83 421 | 22.31 425 | 15.81 376 | 30.40 496 | 26.42 538 | 15.19 497 | 13.60 404 | 12.18 486 | 0.14 282 | 0.10 169 | 1.87 596 | 0.34 466 | 1.22 513 | 0.73 173 |
|
| CFNet_RVC |  | 10.46 459 | 3.02 465 | 7.10 208 | 7.69 465 | 5.42 504 | 16.93 506 | 5.92 436 | 22.82 420 | 22.31 425 | 15.81 376 | 30.40 496 | 26.41 537 | 15.19 497 | 13.60 404 | 12.19 487 | 0.14 282 | 0.10 169 | 1.87 596 | 0.34 466 | 1.22 513 | 0.73 173 |
|
| BStereo |   | 3.41 143 | 1.93 277 | 17.91 539 | 3.28 90 | 1.17 136 | 5.97 258 | 3.40 353 | 6.67 56 | 6.10 161 | 2.94 111 | 1.98 47 | 2.53 121 | 0.78 41 | 8.18 159 | 3.81 261 | 0.06 168 | 0.11 177 | 0.04 306 | 0.13 292 | 0.09 112 | 1.02 268 |
|
| Wave_Phase_stereo |  | 4.12 194 | 1.93 277 | 17.91 539 | 3.28 90 | 1.17 136 | 14.06 443 | 3.40 353 | 12.95 224 | 6.10 161 | 2.94 111 | 1.98 47 | 2.53 121 | 0.78 41 | 8.18 159 | 3.81 261 | 0.06 168 | 0.11 177 | 0.04 306 | 0.13 292 | 0.09 112 | 1.02 268 |
|
| S2M2_L |  | 2.24 52 | 1.47 166 | 4.41 57 | 3.77 138 | 1.20 142 | 2.26 29 | 0.06 12 | 6.51 47 | 7.31 185 | 1.92 54 | 4.58 114 | 4.42 174 | 0.81 45 | 2.90 16 | 1.83 116 | 0.58 456 | 0.11 177 | 0.03 288 | 0.00 1 | 0.49 386 | 0.09 12 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| fast-iter |  | 8.56 393 | 2.44 416 | 7.70 238 | 5.09 253 | 5.21 493 | 4.06 101 | 0.49 66 | 19.26 362 | 9.96 253 | 25.77 559 | 27.88 460 | 20.72 474 | 12.22 439 | 18.06 513 | 11.58 478 | 0.05 131 | 0.11 177 | 0.00 1 | 0.10 277 | 0.16 182 | 0.31 57 |
|
| CoSv |  | 8.56 393 | 2.44 416 | 7.70 238 | 5.09 253 | 5.21 493 | 4.06 101 | 0.49 66 | 19.26 362 | 9.96 253 | 25.77 559 | 27.88 460 | 20.72 474 | 12.22 439 | 18.06 513 | 11.58 478 | 0.05 131 | 0.11 177 | 0.00 1 | 0.10 277 | 0.16 182 | 0.31 57 |
|
| UDGNet |  | 10.51 462 | 14.75 629 | 11.91 436 | 10.29 547 | 2.78 342 | 7.93 340 | 1.94 265 | 19.31 365 | 34.57 556 | 17.74 428 | 13.70 283 | 13.56 371 | 7.30 342 | 13.52 397 | 7.18 387 | 5.80 634 | 0.11 177 | 12.86 656 | 2.76 619 | 9.87 638 | 2.34 516 |
|
| CrosDoStereo |  | 9.41 419 | 1.65 201 | 8.83 280 | 5.19 263 | 1.13 130 | 7.34 322 | 14.47 590 | 16.33 302 | 24.64 454 | 24.44 545 | 33.36 545 | 13.18 362 | 13.52 463 | 12.56 352 | 9.08 427 | 0.06 168 | 0.11 177 | 0.09 372 | 0.04 210 | 0.41 346 | 1.73 403 |
|
| DeepStereo_LL |  | 9.41 419 | 1.65 201 | 8.83 280 | 5.19 263 | 1.13 130 | 7.34 322 | 14.47 590 | 16.33 302 | 24.64 454 | 24.44 545 | 33.36 545 | 13.18 362 | 13.52 463 | 12.56 352 | 9.08 427 | 0.06 168 | 0.11 177 | 0.09 372 | 0.04 210 | 0.41 346 | 1.73 403 |
|
| DISCO |  | 16.93 565 | 2.58 433 | 17.15 530 | 8.26 490 | 4.37 443 | 27.65 600 | 10.68 543 | 31.28 532 | 44.93 618 | 22.21 520 | 34.47 561 | 36.48 610 | 23.91 583 | 36.14 631 | 34.48 637 | 0.35 391 | 0.11 177 | 0.04 306 | 0.07 250 | 1.95 547 | 1.40 347 |
|
| NLMM1 |  | 5.47 244 | 1.61 190 | 7.10 208 | 4.06 162 | 5.50 508 | 12.13 407 | 3.20 341 | 13.17 230 | 16.77 356 | 7.43 242 | 8.61 205 | 5.16 192 | 4.51 212 | 12.35 340 | 6.39 372 | 0.02 40 | 0.12 186 | 0.00 1 | 0.00 1 | 0.12 143 | 1.10 288 |
|
| TANstereo |  | 4.87 226 | 1.49 175 | 5.02 91 | 4.02 157 | 0.51 39 | 14.25 447 | 0.15 34 | 9.17 147 | 12.84 292 | 12.80 311 | 18.36 338 | 5.14 191 | 4.43 204 | 6.01 93 | 2.30 152 | 0.09 229 | 0.12 186 | 0.00 1 | 0.01 135 | 0.02 5 | 0.68 157 |
|
| GCAP-Stereo-cres-4k |  | 3.00 109 | 1.28 131 | 6.32 158 | 5.04 248 | 2.94 357 | 9.00 355 | 1.69 224 | 8.10 104 | 4.63 115 | 2.27 78 | 5.15 142 | 2.30 115 | 5.01 249 | 3.99 47 | 1.47 92 | 0.01 7 | 0.13 188 | 0.00 1 | 0.02 174 | 0.09 112 | 0.61 142 |
|
| GCAP-Stereo-DPT-FT |  | 3.65 160 | 5.31 541 | 22.09 577 | 3.99 154 | 3.89 409 | 3.15 60 | 1.70 228 | 9.35 150 | 3.52 81 | 2.46 89 | 3.75 82 | 3.71 155 | 3.55 164 | 3.48 32 | 1.68 107 | 0.07 200 | 0.13 188 | 0.01 227 | 0.12 287 | 0.13 157 | 0.97 250 |
|
| SMoEStereo_RVC |  | 3.08 116 | 1.77 232 | 5.88 127 | 4.29 194 | 0.76 73 | 6.25 280 | 1.85 252 | 8.81 129 | 4.44 110 | 4.08 150 | 3.85 88 | 2.76 133 | 2.21 109 | 11.07 259 | 2.28 151 | 0.01 7 | 0.13 188 | 0.03 288 | 0.00 1 | 0.35 301 | 0.83 194 |
|
| knoymous |  | 6.46 306 | 1.84 254 | 5.13 101 | 4.31 195 | 1.88 253 | 6.36 287 | 5.55 423 | 15.25 282 | 14.48 319 | 13.85 339 | 21.25 380 | 12.66 346 | 6.63 320 | 13.20 386 | 5.11 319 | 0.19 327 | 0.13 188 | 0.12 412 | 0.00 1 | 0.71 456 | 0.57 135 |
|
| BUS |  | 9.86 434 | 1.86 257 | 9.14 300 | 7.14 434 | 4.12 426 | 19.47 536 | 2.69 317 | 34.15 570 | 23.28 434 | 18.82 456 | 21.95 398 | 14.37 380 | 11.63 423 | 14.72 438 | 12.39 490 | 0.36 394 | 0.13 188 | 0.15 433 | 0.04 210 | 0.37 319 | 0.46 107 |
|
| BSDual-CNN |  | 10.33 457 | 1.86 257 | 9.14 300 | 7.14 434 | 4.12 426 | 15.83 479 | 8.93 509 | 34.15 570 | 23.28 434 | 18.82 456 | 21.95 398 | 22.14 491 | 13.58 467 | 14.72 438 | 9.53 443 | 0.36 394 | 0.13 188 | 0.15 433 | 0.04 210 | 0.37 319 | 0.46 107 |
|
| hknet |  | 10.77 471 | 1.95 280 | 11.80 430 | 7.14 434 | 3.83 406 | 15.83 479 | 8.93 509 | 34.15 570 | 22.70 429 | 18.82 456 | 21.95 398 | 23.13 500 | 17.03 526 | 16.94 491 | 9.85 448 | 0.28 368 | 0.13 188 | 0.15 433 | 0.04 210 | 0.37 319 | 0.46 107 |
|
| psmg |  | 10.36 458 | 1.86 257 | 9.14 300 | 5.58 291 | 4.12 426 | 15.74 478 | 7.65 491 | 30.05 514 | 23.28 434 | 21.80 514 | 26.26 443 | 22.14 491 | 13.58 467 | 14.72 438 | 9.53 443 | 0.36 394 | 0.13 188 | 0.17 446 | 0.04 210 | 0.44 361 | 0.67 153 |
|
| GCAP-Stereo-DPT-36K |  | 4.37 210 | 10.45 598 | 29.52 601 | 2.66 23 | 3.97 414 | 3.78 88 | 1.67 213 | 8.97 135 | 3.97 98 | 2.67 99 | 4.87 125 | 2.88 134 | 2.63 131 | 4.68 65 | 0.96 18 | 0.06 168 | 0.14 196 | 0.00 1 | 0.54 534 | 0.50 390 | 2.38 522 |
|
| AIO-test2 |  | 7.31 349 | 2.95 458 | 8.32 267 | 9.20 518 | 5.66 519 | 8.78 352 | 5.13 407 | 26.30 462 | 23.78 443 | 7.04 227 | 20.37 369 | 5.69 209 | 3.51 159 | 10.05 231 | 2.74 193 | 4.35 624 | 0.14 196 | 0.03 288 | 0.62 545 | 0.71 456 | 0.80 187 |
|
| tt45 |  | 3.47 151 | 1.65 201 | 5.29 108 | 4.20 181 | 1.93 259 | 8.00 342 | 1.99 271 | 9.99 169 | 4.05 103 | 5.83 207 | 4.57 113 | 4.57 182 | 2.37 124 | 11.40 282 | 2.38 166 | 0.01 7 | 0.14 196 | 0.00 1 | 0.01 135 | 0.40 342 | 0.69 160 |
|
| FADNet-RVC |  | 13.86 540 | 12.75 623 | 41.65 631 | 8.64 502 | 4.63 465 | 16.45 498 | 6.89 469 | 28.91 494 | 24.20 449 | 20.89 495 | 31.44 514 | 26.73 543 | 11.37 417 | 21.58 565 | 15.91 520 | 0.25 357 | 0.14 196 | 0.14 428 | 0.24 386 | 2.97 571 | 1.50 375 |
|
| DEFOM-Stereo_RVC |  | 3.40 140 | 7.12 569 | 4.30 50 | 11.17 574 | 1.69 226 | 4.59 139 | 0.46 65 | 9.11 144 | 3.63 88 | 2.69 101 | 3.29 70 | 0.75 43 | 7.02 336 | 9.35 205 | 2.00 133 | 0.01 7 | 0.15 200 | 0.00 1 | 0.19 350 | 0.06 77 | 0.39 84 |
|
| ADLNet2 |  | 12.99 521 | 2.94 457 | 14.18 481 | 9.57 526 | 5.96 538 | 20.23 545 | 10.41 540 | 33.05 558 | 37.61 576 | 19.46 468 | 19.74 356 | 22.46 495 | 18.63 545 | 22.37 570 | 20.76 559 | 0.37 399 | 0.15 200 | 0.06 333 | 0.08 260 | 1.04 503 | 0.72 170 |
|
| ac_64 |  | 11.57 492 | 2.13 338 | 11.77 429 | 8.79 507 | 5.51 511 | 19.40 534 | 6.29 446 | 24.72 443 | 15.20 328 | 23.50 535 | 24.91 426 | 33.07 587 | 16.82 523 | 19.33 526 | 17.78 537 | 0.53 444 | 0.15 200 | 0.02 265 | 0.03 191 | 0.35 301 | 1.03 271 |
|
| aanet-32k-new |  | 2.81 95 | 2.11 328 | 7.27 219 | 3.65 124 | 1.62 214 | 5.00 188 | 1.77 244 | 6.59 54 | 2.45 31 | 1.50 27 | 4.30 99 | 2.17 110 | 5.93 288 | 8.74 174 | 1.56 96 | 0.02 40 | 0.16 203 | 0.00 1 | 0.00 1 | 0.16 182 | 1.27 323 |
|
| DispNO |  | 9.82 433 | 2.57 431 | 17.77 537 | 6.22 352 | 5.73 521 | 11.89 403 | 4.77 401 | 25.54 449 | 21.70 417 | 17.56 425 | 21.28 382 | 18.01 443 | 13.83 474 | 17.46 501 | 9.91 449 | 0.35 391 | 0.16 203 | 0.03 288 | 0.12 287 | 0.51 391 | 1.05 275 |
|
| NRIStereo |  | 5.98 285 | 1.91 273 | 9.60 326 | 6.29 362 | 0.45 23 | 6.56 300 | 2.52 306 | 15.37 284 | 11.43 275 | 12.55 298 | 15.07 298 | 11.45 318 | 6.11 296 | 12.32 335 | 6.23 362 | 0.83 510 | 0.16 203 | 0.11 407 | 0.00 1 | 0.32 280 | 0.33 63 |
|
| DEmStereo |  | 9.07 413 | 1.70 212 | 10.89 395 | 4.86 229 | 1.23 148 | 11.51 397 | 5.70 426 | 14.24 258 | 27.02 484 | 22.33 522 | 32.56 535 | 11.70 326 | 15.04 494 | 11.83 306 | 8.53 417 | 0.31 376 | 0.16 203 | 0.02 265 | 0.09 268 | 0.11 136 | 1.47 365 |
|
| quiztm |  | 4.63 219 | 2.15 344 | 6.38 163 | 5.29 271 | 5.50 508 | 4.50 133 | 2.74 322 | 13.95 257 | 9.59 246 | 8.64 251 | 11.41 257 | 6.66 238 | 2.53 129 | 7.58 137 | 3.04 217 | 1.01 540 | 0.17 207 | 0.00 1 | 0.18 341 | 0.46 372 | 0.86 200 |
|
| aanet-new-8k |  | 3.21 126 | 1.53 181 | 6.45 173 | 3.94 151 | 0.69 61 | 5.83 250 | 1.71 231 | 10.38 176 | 6.24 165 | 2.24 76 | 4.04 95 | 1.31 62 | 6.63 320 | 10.15 236 | 1.87 120 | 0.01 7 | 0.17 207 | 0.00 1 | 0.00 1 | 0.12 143 | 0.90 215 |
|
| SFCPSM |  | 9.16 417 | 1.72 221 | 12.32 447 | 5.64 297 | 3.51 390 | 16.58 502 | 6.93 470 | 31.11 528 | 26.15 475 | 17.05 412 | 20.08 360 | 11.05 316 | 9.94 392 | 12.55 351 | 6.05 352 | 0.36 394 | 0.17 207 | 0.37 511 | 0.22 365 | 0.40 342 | 1.01 261 |
|
| GCAP-Stereo-DPT-24K |  | 2.41 62 | 1.11 87 | 6.02 138 | 3.43 109 | 2.13 281 | 3.61 84 | 1.59 192 | 9.07 139 | 4.09 104 | 1.71 41 | 3.47 74 | 0.65 36 | 4.05 183 | 2.38 6 | 1.05 33 | 0.03 73 | 0.18 210 | 0.00 1 | 0.44 510 | 0.28 259 | 2.86 553 |
|
| water-stereo |  | 4.05 189 | 1.16 98 | 6.14 144 | 3.96 153 | 0.83 88 | 5.09 192 | 1.09 115 | 13.45 247 | 5.71 142 | 6.59 220 | 14.69 292 | 7.49 255 | 5.81 283 | 3.80 41 | 3.51 246 | 0.38 403 | 0.18 210 | 0.10 385 | 0.05 228 | 0.07 88 | 0.90 215 |
|
| RSM |  | 3.39 139 | 1.22 118 | 5.46 114 | 5.06 249 | 1.60 207 | 4.70 154 | 1.76 243 | 10.72 186 | 4.92 123 | 3.67 137 | 4.52 109 | 7.70 262 | 1.74 91 | 11.04 258 | 2.06 140 | 0.05 131 | 0.18 210 | 0.00 1 | 0.35 470 | 0.19 201 | 0.92 222 |
|
| BEATNet_4x |  | 10.11 444 | 5.82 550 | 14.80 490 | 6.14 345 | 1.55 201 | 13.87 439 | 5.98 439 | 26.24 459 | 18.35 372 | 16.53 392 | 25.41 434 | 18.01 443 | 13.78 473 | 18.01 511 | 12.39 490 | 0.48 432 | 0.18 210 | 0.81 555 | 0.11 284 | 2.02 549 | 1.70 400 |
|
| DLCB_ROB |  | 13.97 542 | 3.74 505 | 11.01 401 | 9.99 537 | 5.85 531 | 21.40 551 | 10.37 539 | 30.17 515 | 30.49 511 | 28.21 585 | 32.18 532 | 32.67 583 | 21.17 573 | 20.20 536 | 18.59 544 | 0.34 389 | 0.18 210 | 0.41 514 | 0.15 314 | 0.61 428 | 1.76 408 |
|
| cf-r |  | 10.67 469 | 2.34 394 | 9.77 332 | 6.17 348 | 5.79 525 | 12.94 421 | 5.14 408 | 25.21 448 | 27.86 493 | 17.84 431 | 32.03 525 | 25.81 531 | 15.91 508 | 12.22 328 | 12.56 496 | 0.17 304 | 0.19 215 | 0.05 317 | 0.06 240 | 0.59 419 | 0.72 170 |
|
| CoDeX |  | 9.58 425 | 2.12 332 | 10.82 391 | 6.52 377 | 3.76 400 | 16.55 501 | 6.82 466 | 26.62 468 | 25.63 470 | 17.50 422 | 25.62 436 | 14.70 385 | 11.81 431 | 12.82 362 | 7.88 400 | 0.42 418 | 0.20 216 | 0.15 433 | 0.02 174 | 0.36 313 | 1.28 325 |
|
| gwcnet-sp |  | 10.26 449 | 3.56 496 | 15.31 503 | 6.59 384 | 4.30 436 | 15.71 474 | 5.71 428 | 26.09 456 | 25.15 460 | 21.68 510 | 21.77 387 | 15.01 390 | 16.42 517 | 15.21 453 | 10.76 466 | 0.12 270 | 0.20 216 | 0.02 265 | 0.09 268 | 0.63 434 | 0.86 200 |
|
| scenet |  | 10.26 449 | 3.56 496 | 15.31 503 | 6.59 384 | 4.30 436 | 15.71 474 | 5.71 428 | 26.09 456 | 25.15 460 | 21.68 510 | 21.77 387 | 15.01 390 | 16.42 517 | 15.21 453 | 10.76 466 | 0.12 270 | 0.20 216 | 0.02 265 | 0.09 268 | 0.63 434 | 0.86 200 |
|
| ssnet |  | 10.26 449 | 3.56 496 | 15.31 503 | 6.59 384 | 4.30 436 | 15.71 474 | 5.71 428 | 26.09 456 | 25.15 460 | 21.68 510 | 21.77 387 | 15.01 390 | 16.42 517 | 15.21 453 | 10.76 466 | 0.12 270 | 0.20 216 | 0.02 265 | 0.09 268 | 0.63 434 | 0.86 200 |
|
| PFNet+ |  | 6.92 328 | 1.64 200 | 10.96 399 | 6.27 357 | 0.90 97 | 5.66 238 | 1.68 214 | 14.43 268 | 16.02 340 | 18.13 441 | 21.24 379 | 14.33 379 | 5.97 289 | 13.13 383 | 5.51 336 | 0.90 522 | 0.20 216 | 0.11 407 | 0.30 444 | 0.08 100 | 0.94 236 |
|
| PFNet |  | 8.10 378 | 1.75 226 | 12.34 448 | 7.54 460 | 2.40 308 | 7.41 326 | 5.81 433 | 23.83 435 | 17.85 367 | 20.78 491 | 17.57 322 | 15.22 395 | 7.72 350 | 13.37 394 | 6.46 375 | 0.33 383 | 0.20 216 | 0.12 412 | 0.19 350 | 0.32 280 | 0.77 182 |
|
| CFNet-RSSM |  | 5.78 259 | 1.24 122 | 9.20 305 | 4.82 227 | 1.23 148 | 6.33 283 | 1.21 127 | 17.35 327 | 18.14 371 | 13.35 325 | 11.17 254 | 11.69 325 | 5.43 265 | 9.71 221 | 3.34 237 | 0.03 73 | 0.20 216 | 0.00 1 | 0.36 477 | 0.37 319 | 0.42 93 |
|
| GwcNet-RSSM |  | 11.34 486 | 2.72 443 | 10.26 359 | 7.24 444 | 5.38 500 | 12.67 416 | 6.70 462 | 26.70 469 | 31.93 528 | 17.56 425 | 34.45 560 | 24.37 514 | 15.77 506 | 13.70 408 | 15.31 514 | 0.19 327 | 0.20 216 | 0.14 428 | 0.05 228 | 0.81 479 | 0.64 146 |
|
| ours_stereo |  | 3.25 129 | 1.81 242 | 5.95 136 | 4.18 177 | 1.97 264 | 3.79 89 | 2.71 319 | 8.97 135 | 6.86 179 | 2.39 85 | 5.79 168 | 3.97 162 | 1.82 99 | 9.84 223 | 2.05 139 | 0.02 40 | 0.21 224 | 0.00 1 | 0.00 1 | 0.38 332 | 2.35 519 |
|
| NINENet |  | 11.46 489 | 3.02 465 | 11.83 432 | 8.45 496 | 5.40 501 | 19.47 536 | 2.69 317 | 39.63 626 | 34.82 557 | 19.11 463 | 27.64 458 | 14.37 380 | 11.63 423 | 16.21 466 | 12.39 490 | 0.94 531 | 0.21 224 | 0.29 498 | 0.00 1 | 0.48 377 | 0.55 126 |
|
| AACVNet |  | 11.24 481 | 3.71 504 | 11.56 424 | 9.45 523 | 3.35 381 | 11.67 400 | 4.88 405 | 23.23 428 | 14.00 314 | 28.19 584 | 29.90 490 | 30.39 565 | 18.03 541 | 20.04 533 | 13.22 500 | 0.50 440 | 0.21 224 | 0.23 474 | 0.07 250 | 0.75 467 | 1.52 377 |
|
| Wz-Net-LNSev |  | 19.04 591 | 11.48 610 | 43.55 636 | 10.82 565 | 8.01 597 | 24.96 576 | 17.46 619 | 34.72 580 | 44.36 614 | 33.43 620 | 44.72 629 | 32.54 581 | 24.13 584 | 21.64 566 | 24.38 584 | 0.93 528 | 0.22 227 | 0.00 1 | 0.03 191 | 1.44 527 | 1.99 463 |
|
| HGLStereo |  | 13.21 528 | 3.45 490 | 14.01 478 | 10.32 549 | 7.72 589 | 15.72 477 | 7.19 478 | 31.94 542 | 28.12 496 | 20.83 493 | 36.16 571 | 26.61 539 | 20.82 569 | 18.74 520 | 19.63 554 | 1.01 540 | 0.22 227 | 0.07 353 | 0.08 260 | 0.59 419 | 1.00 259 |
|
| GCAP-Stereo-DPT-25K |  | 2.77 91 | 1.13 93 | 5.44 113 | 3.06 66 | 2.08 270 | 3.94 95 | 1.55 188 | 11.83 212 | 6.47 171 | 2.30 80 | 5.05 138 | 2.53 121 | 3.46 158 | 2.91 17 | 1.01 26 | 0.04 95 | 0.23 229 | 0.00 1 | 0.51 527 | 0.12 143 | 1.74 407 |
|
| depthmonostereo |  | 4.46 213 | 2.22 364 | 7.17 213 | 4.79 224 | 1.32 164 | 7.84 339 | 1.36 144 | 15.70 290 | 12.86 294 | 5.04 185 | 7.89 203 | 5.04 189 | 6.26 300 | 6.95 114 | 3.25 232 | 0.07 200 | 0.23 229 | 0.12 412 | 0.07 250 | 0.08 100 | 1.06 277 |
|
| fffft |  | 2.87 103 | 1.37 146 | 6.09 139 | 3.63 122 | 1.48 186 | 4.34 120 | 4.03 377 | 9.11 144 | 3.91 97 | 3.19 121 | 2.34 53 | 1.90 97 | 1.43 76 | 10.93 256 | 2.22 148 | 0.00 1 | 0.23 229 | 0.00 1 | 0.00 1 | 0.38 332 | 0.85 197 |
| 1: 1. 1 |
| CVANet_RVC |  | 14.09 545 | 4.82 533 | 10.86 394 | 9.46 524 | 5.60 517 | 19.70 539 | 12.94 578 | 33.38 563 | 34.86 558 | 23.72 537 | 33.31 544 | 29.76 555 | 16.35 515 | 24.37 581 | 12.45 493 | 1.22 565 | 0.23 229 | 1.45 590 | 0.87 565 | 3.41 584 | 3.01 558 |
|
| pmcnn |  | 15.27 553 | 4.31 519 | 22.32 581 | 7.46 454 | 4.46 451 | 22.15 557 | 15.74 601 | 28.53 489 | 31.88 527 | 27.78 581 | 40.04 599 | 39.06 621 | 19.11 557 | 18.79 522 | 20.78 560 | 1.04 546 | 0.23 229 | 0.00 1 | 0.00 1 | 0.53 395 | 1.17 305 |
|
| aanet-new-12k |  | 2.60 77 | 1.03 69 | 9.85 337 | 4.64 214 | 0.69 61 | 4.48 132 | 1.69 224 | 9.07 139 | 3.43 79 | 3.00 114 | 1.50 39 | 1.74 84 | 4.48 211 | 3.49 33 | 1.56 96 | 0.02 40 | 0.24 234 | 0.08 361 | 0.01 135 | 0.14 159 | 0.81 188 |
|
| 999 |  | 3.74 167 | 1.55 184 | 5.72 123 | 5.15 261 | 2.42 309 | 7.40 325 | 2.13 277 | 10.76 188 | 7.33 187 | 3.20 124 | 5.04 137 | 5.01 188 | 2.26 117 | 12.45 346 | 3.06 220 | 0.06 168 | 0.24 234 | 0.00 1 | 0.00 1 | 0.37 319 | 0.66 152 |
|
| Wz-Net-SNSev |  | 23.35 625 | 18.18 641 | 47.37 643 | 14.55 614 | 8.63 607 | 28.33 604 | 29.16 665 | 39.88 627 | 55.80 657 | 32.16 612 | 53.91 659 | 39.35 623 | 24.42 585 | 27.60 601 | 38.11 647 | 1.06 547 | 0.24 234 | 1.20 579 | 0.95 571 | 3.16 578 | 2.93 555 |
|
| ASMatch |  | 7.61 359 | 1.63 196 | 9.18 303 | 5.79 321 | 2.27 295 | 4.63 143 | 2.54 307 | 17.23 324 | 13.73 309 | 17.27 415 | 34.28 558 | 13.26 365 | 10.15 397 | 12.39 344 | 5.49 335 | 0.12 270 | 0.24 234 | 0.21 465 | 0.17 328 | 0.18 197 | 1.55 381 |
|
| FENet |  | 8.22 383 | 1.39 149 | 7.33 227 | 6.43 373 | 2.17 288 | 10.97 388 | 2.20 284 | 22.10 410 | 21.26 407 | 17.85 432 | 23.22 414 | 14.29 377 | 11.50 419 | 13.56 401 | 8.32 411 | 0.29 372 | 0.24 234 | 0.03 288 | 0.03 191 | 0.18 197 | 1.04 272 |
|
| LE_ROB |  | 23.59 628 | 4.64 529 | 16.84 525 | 8.59 500 | 3.05 366 | 33.01 625 | 18.53 627 | 28.96 495 | 67.40 688 | 70.71 689 | 55.67 666 | 48.44 659 | 48.90 669 | 26.06 591 | 37.98 646 | 0.44 423 | 0.24 234 | 0.27 486 | 0.54 534 | 0.49 386 | 0.98 255 |
|
| THIR-Stereo |  | 9.52 424 | 2.21 361 | 9.26 308 | 5.38 278 | 0.85 90 | 15.55 471 | 11.50 562 | 16.88 317 | 21.74 418 | 24.45 547 | 31.96 523 | 14.20 376 | 13.85 475 | 11.89 310 | 8.54 418 | 0.14 282 | 0.25 240 | 0.10 385 | 0.05 228 | 0.40 342 | 1.11 293 |
|
| MultiAttention |  | 21.69 611 | 2.01 298 | 15.73 513 | 12.71 601 | 4.25 433 | 64.19 686 | 95.86 714 | 42.54 641 | 41.72 601 | 15.77 375 | 30.53 499 | 28.15 549 | 7.60 347 | 44.56 664 | 14.92 511 | 1.03 544 | 0.26 241 | 1.05 569 | 1.56 602 | 4.71 603 | 4.75 591 |
|
| IGEV-RUCA |  | 3.15 123 | 1.28 131 | 5.12 100 | 5.23 267 | 2.34 305 | 6.02 263 | 1.75 240 | 7.71 98 | 5.31 131 | 2.77 106 | 4.98 135 | 4.01 163 | 2.39 125 | 10.02 230 | 1.73 112 | 0.17 304 | 0.26 241 | 0.21 465 | 0.29 433 | 0.74 463 | 0.58 138 |
|
| RT-Monster |  | 5.39 239 | 1.31 138 | 5.51 117 | 3.93 150 | 4.29 435 | 5.15 196 | 0.80 94 | 13.13 229 | 20.24 401 | 14.19 344 | 13.71 284 | 9.73 297 | 3.24 151 | 8.13 154 | 2.61 183 | 0.06 168 | 0.27 243 | 0.00 1 | 0.00 1 | 0.05 64 | 1.44 357 |
|
| LG-Stereo |  | 2.75 90 | 1.78 233 | 8.47 271 | 4.32 196 | 1.04 117 | 3.56 83 | 1.20 125 | 7.18 76 | 6.19 164 | 2.53 91 | 7.57 195 | 1.07 52 | 0.75 39 | 5.24 82 | 2.51 173 | 0.49 436 | 0.27 243 | 0.01 227 | 0.03 191 | 0.34 295 | 0.44 100 |
|
| test_4 |  | 5.75 257 | 1.40 151 | 6.47 176 | 7.20 442 | 0.89 96 | 5.81 249 | 1.82 248 | 12.26 217 | 6.62 175 | 12.85 312 | 30.51 498 | 7.61 260 | 3.81 173 | 12.70 358 | 3.47 244 | 0.02 40 | 0.27 243 | 0.03 288 | 0.17 328 | 0.39 337 | 0.67 153 |
|
| GANet-RSSM |  | 10.17 445 | 2.02 301 | 8.21 261 | 7.09 433 | 5.57 514 | 13.17 427 | 7.29 482 | 27.27 476 | 19.65 394 | 15.81 376 | 28.83 474 | 26.18 535 | 16.33 514 | 14.58 435 | 9.28 438 | 0.25 357 | 0.27 243 | 0.16 442 | 0.04 210 | 0.65 440 | 0.72 170 |
|
| AF-Net |  | 19.18 592 | 6.50 563 | 16.90 527 | 16.60 630 | 11.00 630 | 23.83 568 | 11.31 556 | 36.25 595 | 51.10 642 | 25.56 555 | 38.34 587 | 41.77 637 | 31.01 626 | 30.20 613 | 27.83 610 | 4.87 630 | 0.27 243 | 4.60 626 | 1.00 578 | 2.67 565 | 2.02 468 |
|
| Nwc_Net |  | 18.76 588 | 5.80 549 | 19.91 561 | 14.99 621 | 11.96 636 | 26.32 591 | 15.90 602 | 41.68 637 | 40.50 592 | 21.85 515 | 43.58 622 | 34.89 603 | 29.47 617 | 27.48 599 | 26.34 601 | 3.75 618 | 0.27 243 | 2.55 611 | 3.31 624 | 2.25 557 | 2.46 528 |
|
| PWC_ROB |   | 19.21 593 | 12.15 619 | 28.02 596 | 11.02 572 | 6.62 562 | 25.15 578 | 5.47 421 | 36.42 599 | 49.47 633 | 33.19 618 | 44.32 626 | 34.98 604 | 26.66 603 | 32.22 620 | 27.30 608 | 1.71 585 | 0.27 243 | 1.62 592 | 0.37 482 | 2.38 562 | 4.90 595 |
|
| GASNet |  | 17.87 577 | 20.62 649 | 32.66 614 | 21.17 643 | 9.48 619 | 16.26 491 | 9.15 515 | 45.00 655 | 40.55 593 | 26.16 564 | 24.34 422 | 33.05 586 | 15.45 503 | 29.82 611 | 18.15 541 | 3.79 619 | 0.28 250 | 1.87 596 | 0.51 527 | 7.06 620 | 1.97 451 |
|
| PWCDC_ROB |   | 18.66 587 | 11.24 607 | 21.32 572 | 18.82 636 | 8.08 599 | 25.75 584 | 6.94 471 | 35.08 582 | 53.33 647 | 30.37 601 | 49.70 646 | 20.87 478 | 21.63 579 | 31.05 616 | 22.39 567 | 6.94 642 | 0.28 250 | 0.10 385 | 0.06 240 | 5.98 617 | 3.22 565 |
|
| rvit_0105_6 |  | 6.06 290 | 3.23 477 | 15.34 506 | 10.26 545 | 1.75 237 | 5.08 190 | 5.19 409 | 11.03 194 | 20.73 403 | 6.39 219 | 7.02 185 | 10.21 304 | 7.94 354 | 11.42 284 | 3.83 263 | 0.40 408 | 0.29 252 | 0.00 1 | 0.01 135 | 0.57 410 | 0.40 90 |
|
| PSMNet_ROB |  | 17.59 574 | 6.52 566 | 16.27 518 | 14.43 613 | 7.71 588 | 29.22 608 | 33.59 673 | 43.94 650 | 38.52 584 | 24.74 548 | 33.46 548 | 34.17 598 | 17.29 531 | 18.52 518 | 25.68 595 | 0.40 408 | 0.29 252 | 0.96 565 | 2.22 614 | 2.03 550 | 1.81 414 |
|
| DRaft |  | 9.41 419 | 1.56 186 | 10.09 347 | 4.18 177 | 0.92 99 | 12.87 419 | 5.68 425 | 17.40 329 | 29.75 506 | 21.24 504 | 38.12 586 | 9.96 301 | 13.97 480 | 11.81 305 | 8.08 405 | 0.66 482 | 0.30 254 | 0.07 353 | 0.26 407 | 0.33 287 | 0.88 207 |
|
| IRAFT_RVC |  | 8.93 409 | 1.80 239 | 10.65 384 | 7.83 474 | 1.81 245 | 6.36 287 | 10.05 535 | 26.32 463 | 27.59 489 | 17.93 435 | 19.70 354 | 17.67 437 | 9.98 393 | 13.20 386 | 6.29 367 | 0.37 399 | 0.30 254 | 0.19 457 | 0.05 228 | 0.23 220 | 0.24 43 |
|
| StereoDRNet |  | 16.00 559 | 5.45 546 | 16.67 523 | 11.34 578 | 8.74 609 | 25.62 582 | 11.07 552 | 40.40 631 | 37.03 571 | 29.77 594 | 30.04 492 | 34.35 602 | 19.09 554 | 19.81 529 | 25.28 591 | 0.65 479 | 0.30 254 | 0.16 442 | 0.14 305 | 1.80 543 | 2.33 515 |
|
| ssnet_v2 |  | 13.84 539 | 3.15 474 | 13.44 469 | 7.99 482 | 3.08 368 | 22.60 559 | 14.51 592 | 36.65 602 | 33.59 545 | 22.04 518 | 26.10 440 | 28.64 550 | 17.16 528 | 23.13 573 | 20.86 561 | 0.50 440 | 0.32 257 | 0.20 462 | 0.13 292 | 1.41 524 | 1.38 342 |
|
| IPLGR_C |  | 7.70 365 | 3.32 483 | 14.54 486 | 7.98 481 | 5.04 484 | 10.26 369 | 4.64 398 | 16.50 307 | 16.28 346 | 17.97 437 | 18.85 344 | 8.30 275 | 4.66 228 | 11.22 269 | 10.89 471 | 0.77 498 | 0.32 257 | 0.03 288 | 0.15 314 | 0.43 358 | 1.84 421 |
|
| ACRE |  | 7.62 360 | 3.21 476 | 14.93 496 | 7.81 473 | 5.00 482 | 10.01 363 | 4.45 389 | 16.32 301 | 15.86 335 | 17.81 429 | 19.21 346 | 8.38 276 | 4.25 191 | 11.11 264 | 10.58 461 | 0.78 502 | 0.32 257 | 0.03 288 | 0.15 314 | 0.44 361 | 1.84 421 |
|
| Gwc-CoAtRS |  | 5.80 261 | 1.37 146 | 9.07 290 | 4.80 225 | 1.39 172 | 6.90 312 | 1.27 134 | 16.50 307 | 15.48 331 | 13.07 319 | 13.35 280 | 12.64 344 | 5.61 276 | 9.14 195 | 4.20 280 | 0.04 95 | 0.32 257 | 0.00 1 | 0.29 433 | 0.30 273 | 0.33 63 |
|
| SuperB |  | 18.07 582 | 7.33 574 | 56.73 661 | 8.42 495 | 5.42 504 | 20.39 546 | 9.73 529 | 26.04 454 | 50.80 639 | 26.88 573 | 39.52 595 | 17.79 440 | 21.54 576 | 23.17 574 | 25.96 598 | 0.77 498 | 0.32 257 | 1.11 575 | 0.73 554 | 16.11 658 | 2.75 548 |
|
| SGM-Forest |  | 13.63 535 | 2.55 430 | 8.22 262 | 6.30 363 | 2.16 285 | 23.84 569 | 11.13 554 | 34.68 579 | 32.40 531 | 27.27 576 | 33.02 539 | 30.08 561 | 17.82 540 | 22.13 568 | 15.40 516 | 1.66 583 | 0.32 257 | 0.88 560 | 0.03 191 | 0.79 474 | 1.93 439 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| CIPLG |  | 7.69 364 | 3.27 480 | 14.40 484 | 7.84 475 | 5.08 486 | 10.24 368 | 4.59 394 | 16.02 295 | 15.45 329 | 18.05 439 | 19.72 355 | 8.79 282 | 4.61 219 | 11.84 308 | 10.40 457 | 0.76 495 | 0.33 263 | 0.03 288 | 0.15 314 | 0.44 361 | 1.83 420 |
|
| NCCL2 |  | 17.94 579 | 7.94 583 | 16.87 526 | 24.07 655 | 7.60 584 | 24.52 573 | 17.08 615 | 35.42 587 | 26.65 480 | 32.01 610 | 38.57 588 | 41.96 639 | 27.61 606 | 22.24 569 | 24.43 585 | 0.65 479 | 0.33 263 | 2.64 612 | 2.13 613 | 2.28 559 | 3.86 581 |
|
| w-ln-seven |  | 21.91 614 | 10.67 600 | 57.04 663 | 12.00 591 | 10.37 626 | 30.36 612 | 19.88 632 | 37.81 612 | 56.05 659 | 37.35 635 | 44.23 625 | 33.79 594 | 24.77 587 | 23.92 580 | 31.80 632 | 0.77 498 | 0.34 265 | 0.85 559 | 0.20 355 | 2.88 568 | 3.10 563 |
|
| rvit_stereo_0075_2 |  | 9.46 422 | 4.16 515 | 20.27 564 | 12.15 596 | 8.82 610 | 5.72 242 | 4.24 382 | 23.21 427 | 18.05 370 | 12.37 296 | 28.80 473 | 16.10 408 | 8.43 365 | 14.57 433 | 8.89 422 | 0.58 456 | 0.34 265 | 0.52 527 | 0.08 260 | 0.44 361 | 1.41 350 |
|
| RALAANet |  | 6.86 324 | 3.28 482 | 11.09 406 | 7.63 461 | 4.95 479 | 6.16 275 | 1.63 199 | 20.54 385 | 15.45 329 | 15.30 361 | 14.52 288 | 12.98 358 | 4.35 196 | 13.53 398 | 3.98 268 | 0.11 255 | 0.35 267 | 0.00 1 | 0.29 433 | 0.58 413 | 0.48 112 |
|
| DMCA-RVC |   | 12.06 500 | 4.35 521 | 14.21 483 | 10.52 555 | 4.86 473 | 13.84 437 | 4.33 384 | 25.20 446 | 24.13 447 | 20.56 489 | 29.22 478 | 26.65 540 | 25.85 597 | 17.02 492 | 16.34 524 | 0.41 412 | 0.35 267 | 0.55 530 | 0.24 386 | 0.83 485 | 1.81 414 |
|
| NLCA_NET_v2_RVC |  | 12.58 511 | 4.09 512 | 18.25 542 | 8.26 490 | 5.83 530 | 14.72 452 | 5.85 434 | 33.49 565 | 27.86 493 | 22.14 519 | 32.16 531 | 24.94 524 | 14.01 481 | 16.19 465 | 16.82 531 | 0.90 522 | 0.35 267 | 0.37 511 | 0.58 542 | 1.51 530 | 3.31 568 |
| 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 |  | 19.84 598 | 7.55 578 | 35.79 620 | 10.79 564 | 7.51 581 | 38.96 648 | 18.39 626 | 35.08 582 | 44.72 616 | 31.28 605 | 41.70 608 | 41.18 634 | 20.49 568 | 28.41 604 | 30.13 628 | 0.96 535 | 0.36 270 | 0.05 317 | 0.13 292 | 1.70 539 | 1.64 390 |
|
| SGM_RVC |   | 20.33 600 | 3.24 479 | 8.92 284 | 7.20 442 | 1.62 214 | 39.61 650 | 17.01 613 | 39.11 621 | 35.12 561 | 46.26 657 | 42.62 615 | 51.57 665 | 39.45 651 | 39.66 654 | 29.87 626 | 1.16 560 | 0.37 271 | 0.55 530 | 0.35 470 | 1.20 511 | 1.64 390 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| castereo |  | 4.17 198 | 1.71 213 | 4.94 86 | 4.23 191 | 1.13 130 | 6.25 280 | 6.97 472 | 10.76 188 | 16.22 342 | 3.25 127 | 7.74 196 | 3.55 153 | 7.25 341 | 5.61 88 | 2.63 186 | 0.04 95 | 0.38 272 | 0.00 1 | 0.26 407 | 0.08 100 | 0.44 100 |
|
| fast-acv-ft |  | 14.96 551 | 4.73 530 | 17.68 534 | 8.03 484 | 5.27 496 | 28.61 605 | 9.97 534 | 26.25 461 | 35.58 566 | 26.03 562 | 38.02 584 | 31.91 577 | 21.50 575 | 19.25 525 | 21.18 562 | 0.61 468 | 0.38 272 | 0.63 536 | 0.48 520 | 1.31 518 | 1.73 403 |
|
| cross-raft |  | 5.70 255 | 1.44 164 | 7.08 206 | 6.69 398 | 2.11 276 | 5.89 253 | 1.44 156 | 16.44 304 | 8.38 219 | 13.42 329 | 20.70 374 | 12.20 339 | 4.38 202 | 9.06 188 | 3.11 223 | 0.03 73 | 0.38 272 | 0.00 1 | 0.22 365 | 0.24 227 | 0.84 196 |
|
| RAFT+CT+SA |  | 7.76 370 | 2.01 298 | 7.56 235 | 11.32 577 | 3.31 379 | 4.60 140 | 7.19 478 | 17.21 322 | 27.40 487 | 10.43 274 | 27.34 455 | 7.63 261 | 7.83 351 | 15.46 458 | 3.51 246 | 0.03 73 | 0.39 275 | 0.18 451 | 0.46 513 | 0.33 287 | 0.93 229 |
|
| psm_up |  | 13.88 541 | 2.70 442 | 10.89 395 | 10.20 543 | 5.97 539 | 15.01 462 | 12.58 573 | 39.13 623 | 31.75 526 | 21.39 507 | 31.09 509 | 30.18 563 | 25.01 591 | 20.33 538 | 17.62 536 | 0.75 493 | 0.39 275 | 0.18 451 | 0.03 191 | 0.82 482 | 1.67 397 |
|
| ITSA-stereo |  | 11.88 496 | 2.48 422 | 11.96 439 | 6.54 378 | 1.92 257 | 13.33 429 | 4.81 403 | 37.17 608 | 49.04 630 | 18.70 451 | 18.52 341 | 21.69 485 | 12.63 448 | 16.77 486 | 15.60 519 | 0.53 444 | 0.40 277 | 0.32 505 | 0.33 461 | 1.07 504 | 3.89 582 |
|
| TestStereo1 |  | 8.04 376 | 2.22 364 | 8.85 282 | 10.87 568 | 2.12 279 | 4.66 149 | 2.40 298 | 21.17 402 | 23.79 444 | 17.41 417 | 26.31 445 | 9.41 289 | 9.09 379 | 16.23 467 | 3.85 266 | 0.14 282 | 0.40 277 | 0.02 265 | 0.13 292 | 0.58 413 | 1.10 288 |
|
| test_5 |  | 8.85 405 | 2.05 311 | 9.51 321 | 11.62 581 | 4.99 481 | 6.74 306 | 5.48 422 | 18.25 339 | 23.57 440 | 16.72 403 | 29.73 489 | 15.54 400 | 10.54 400 | 16.25 470 | 4.02 270 | 0.05 131 | 0.40 277 | 0.27 486 | 0.08 260 | 0.34 295 | 0.81 188 |
|
| SA-5K |  | 8.04 376 | 2.22 364 | 8.85 282 | 10.87 568 | 2.12 279 | 4.66 149 | 2.40 298 | 21.17 402 | 23.79 444 | 17.41 417 | 26.31 445 | 9.41 289 | 9.09 379 | 16.23 467 | 3.85 266 | 0.14 282 | 0.40 277 | 0.02 265 | 0.13 292 | 0.58 413 | 1.10 288 |
|
| GANet-ADL |  | 8.73 400 | 2.80 446 | 9.48 320 | 7.87 477 | 2.77 341 | 12.88 420 | 5.29 416 | 29.97 513 | 25.61 469 | 14.50 345 | 16.64 316 | 17.02 421 | 7.60 347 | 11.61 298 | 8.01 404 | 0.51 443 | 0.40 277 | 0.10 385 | 0.12 287 | 0.77 470 | 0.70 166 |
|
| STTStereo |  | 13.60 534 | 5.63 548 | 28.73 599 | 8.07 485 | 5.65 518 | 13.97 441 | 7.17 475 | 31.25 530 | 26.70 482 | 25.59 557 | 32.06 530 | 31.71 575 | 14.71 489 | 17.24 496 | 16.46 528 | 0.29 372 | 0.40 277 | 0.71 543 | 1.43 597 | 1.31 518 | 2.82 549 |
|
| ADCP+ |  | 18.93 589 | 5.83 551 | 35.35 619 | 9.85 534 | 10.36 625 | 29.49 611 | 13.65 583 | 34.22 573 | 37.75 578 | 30.02 598 | 41.45 605 | 24.18 512 | 26.43 602 | 34.71 625 | 36.58 642 | 0.27 365 | 0.40 277 | 2.00 599 | 1.19 588 | 2.31 560 | 2.66 539 |
|
| z-mn7 |  | 21.81 612 | 11.53 611 | 47.41 644 | 11.79 586 | 5.69 520 | 34.28 630 | 15.73 600 | 36.31 596 | 57.93 666 | 27.24 575 | 53.82 656 | 32.35 580 | 26.33 599 | 36.69 637 | 33.32 636 | 1.02 542 | 0.41 284 | 0.54 528 | 0.11 284 | 1.72 540 | 1.92 438 |
|
| rvit_0105_5 |  | 8.01 375 | 3.69 503 | 17.73 535 | 10.42 554 | 1.61 210 | 7.29 319 | 6.68 461 | 18.33 341 | 25.98 473 | 10.45 275 | 10.46 238 | 15.53 399 | 11.01 403 | 12.87 365 | 5.37 329 | 0.44 423 | 0.41 284 | 0.00 1 | 0.15 314 | 0.70 452 | 1.08 282 |
|
| iinet-f |  | 14.05 544 | 5.00 537 | 47.51 645 | 6.57 382 | 4.04 417 | 21.14 549 | 14.37 587 | 28.25 486 | 21.37 409 | 21.95 517 | 31.37 511 | 21.31 482 | 18.66 546 | 16.15 464 | 20.61 558 | 0.31 376 | 0.41 284 | 0.09 372 | 0.05 228 | 1.00 501 | 0.76 180 |
|
| CSP-Net |  | 13.41 532 | 3.62 501 | 11.03 403 | 6.62 389 | 4.07 419 | 25.76 585 | 9.61 526 | 29.66 505 | 27.14 485 | 29.97 597 | 33.42 547 | 29.84 557 | 17.23 529 | 20.64 543 | 16.03 523 | 1.12 555 | 0.41 284 | 0.03 288 | 0.00 1 | 0.75 467 | 1.29 327 |
|
| dd |  | 8.57 395 | 5.20 538 | 13.37 468 | 6.91 418 | 1.05 119 | 10.30 371 | 3.89 370 | 17.29 326 | 34.00 549 | 15.73 374 | 17.50 321 | 7.45 254 | 6.60 316 | 15.00 450 | 10.99 472 | 1.39 571 | 0.41 284 | 0.18 451 | 0.46 513 | 2.25 557 | 1.40 347 |
|
| GANet |  | 17.85 576 | 5.41 545 | 14.79 489 | 11.91 588 | 4.73 468 | 24.54 574 | 17.04 614 | 41.01 632 | 34.96 559 | 33.06 617 | 45.84 633 | 39.83 626 | 29.19 614 | 24.71 584 | 22.45 569 | 1.34 570 | 0.41 284 | 1.09 571 | 0.70 552 | 2.15 554 | 1.89 433 |
|
| rvit_0105_3 |  | 9.68 431 | 4.32 520 | 19.50 556 | 12.22 597 | 1.90 255 | 9.16 358 | 8.63 504 | 19.21 360 | 30.92 519 | 15.42 363 | 14.72 293 | 18.81 456 | 12.18 437 | 15.98 463 | 7.12 386 | 0.67 485 | 0.42 290 | 0.01 227 | 0.49 523 | 0.56 408 | 1.40 347 |
|
| ADCRef |  | 18.01 580 | 8.01 584 | 44.10 638 | 10.75 562 | 8.85 611 | 27.18 597 | 11.06 551 | 31.77 540 | 34.40 553 | 31.90 608 | 42.45 612 | 18.79 455 | 21.55 577 | 25.18 587 | 35.17 639 | 1.03 544 | 0.42 290 | 2.18 602 | 1.79 606 | 1.38 522 | 2.27 508 |
|
| derf |  | 1.49 12 | 0.70 8 | 3.51 20 | 3.25 86 | 0.63 54 | 1.58 14 | 0.10 22 | 5.23 15 | 3.85 91 | 1.32 16 | 0.49 13 | 1.14 56 | 0.25 5 | 4.62 60 | 0.82 6 | 0.01 7 | 0.43 292 | 0.00 1 | 0.32 451 | 0.02 5 | 1.49 371 |
|
| IGEV-BASED-STEREO- |  | 7.80 371 | 28.14 661 | 42.31 632 | 3.20 78 | 0.50 38 | 4.12 107 | 1.45 158 | 7.06 73 | 4.60 113 | 4.66 172 | 3.90 89 | 2.47 120 | 1.37 74 | 6.02 94 | 1.94 124 | 24.62 671 | 0.43 292 | 0.01 227 | 0.08 260 | 4.61 602 | 14.42 660 |
|
| NaN_ROB |  | 17.35 569 | 7.91 581 | 18.84 549 | 11.29 576 | 4.93 477 | 33.28 627 | 20.75 635 | 38.10 615 | 43.81 610 | 30.28 600 | 31.53 516 | 32.88 585 | 20.88 571 | 29.10 607 | 17.85 538 | 0.40 408 | 0.43 292 | 0.31 503 | 0.44 510 | 0.98 498 | 3.03 560 |
|
| delet |  | 13.26 530 | 2.43 415 | 12.99 462 | 8.45 496 | 6.26 554 | 22.40 558 | 10.83 548 | 28.78 493 | 38.76 586 | 20.39 487 | 30.36 495 | 20.85 477 | 17.67 539 | 22.97 572 | 19.13 550 | 0.14 282 | 0.45 295 | 0.19 457 | 0.08 260 | 0.78 471 | 1.24 320 |
|
| ccs_rob |  | 9.95 436 | 2.21 361 | 11.74 427 | 5.11 257 | 2.91 352 | 14.48 450 | 3.21 344 | 27.26 475 | 32.72 538 | 17.53 423 | 22.70 407 | 21.96 488 | 9.25 382 | 12.99 369 | 8.34 412 | 0.23 345 | 0.45 295 | 1.38 589 | 0.28 426 | 3.13 577 | 1.07 280 |
|
| rvit_0105_4 |  | 7.09 338 | 3.33 484 | 16.60 521 | 10.68 561 | 1.59 205 | 5.89 253 | 6.84 468 | 14.50 269 | 23.99 446 | 7.31 237 | 9.49 220 | 13.18 362 | 9.62 389 | 12.33 336 | 4.32 288 | 0.39 405 | 0.46 297 | 0.00 1 | 0.02 174 | 0.67 447 | 0.68 157 |
|
| PCWNet_CMD |  | 9.97 440 | 2.08 319 | 11.61 425 | 5.36 277 | 2.92 353 | 16.39 496 | 2.94 333 | 29.76 509 | 34.38 552 | 17.83 430 | 21.86 394 | 18.91 458 | 8.27 361 | 13.01 371 | 7.73 396 | 0.23 345 | 0.46 297 | 0.79 549 | 0.25 401 | 3.46 587 | 1.12 298 |
|
| CFNet_pseudo |  | 9.92 435 | 2.21 361 | 11.76 428 | 5.09 253 | 2.93 356 | 14.43 448 | 3.12 337 | 27.16 473 | 32.52 534 | 17.58 427 | 22.81 411 | 21.97 489 | 9.29 383 | 13.06 379 | 8.34 412 | 0.23 345 | 0.46 297 | 1.23 584 | 0.27 421 | 2.89 569 | 0.99 257 |
|
| aanet-new-10k |  | 3.05 114 | 1.69 210 | 11.03 403 | 4.59 211 | 0.93 104 | 8.16 345 | 1.83 250 | 8.82 130 | 2.73 41 | 3.10 120 | 3.11 68 | 2.74 132 | 5.35 263 | 3.49 33 | 1.80 114 | 0.01 7 | 0.47 300 | 0.05 317 | 0.07 250 | 0.14 159 | 0.88 207 |
|
| MSMDNet |  | 9.96 437 | 2.08 319 | 11.66 426 | 5.39 279 | 2.92 353 | 16.50 500 | 2.89 328 | 29.73 508 | 34.55 555 | 17.86 433 | 21.91 396 | 18.86 457 | 8.36 363 | 13.06 379 | 7.74 397 | 0.24 350 | 0.47 300 | 0.66 541 | 0.24 386 | 3.07 573 | 1.04 272 |
|
| LL-Strereo2 |  | 5.97 282 | 2.88 451 | 10.62 382 | 6.59 384 | 3.38 383 | 6.31 282 | 2.20 284 | 15.61 287 | 8.46 224 | 11.33 288 | 10.75 248 | 15.69 403 | 3.45 156 | 13.58 402 | 4.65 302 | 0.16 297 | 0.48 302 | 1.33 588 | 0.13 292 | 0.36 313 | 1.42 353 |
|
| CBFPSM |  | 12.96 520 | 3.37 487 | 30.97 606 | 5.30 272 | 3.22 376 | 22.79 562 | 16.93 611 | 21.82 406 | 21.35 408 | 21.93 516 | 28.34 468 | 29.99 559 | 17.38 532 | 15.32 456 | 16.39 525 | 0.11 255 | 0.48 302 | 0.10 385 | 0.17 328 | 0.58 413 | 2.72 545 |
|
| CRFU-Net |  | 13.32 531 | 3.53 495 | 12.90 460 | 8.76 506 | 6.05 543 | 26.25 590 | 10.15 537 | 25.86 451 | 14.68 321 | 30.76 603 | 30.58 500 | 30.11 562 | 21.59 578 | 20.52 542 | 20.28 557 | 1.53 575 | 0.48 302 | 0.27 486 | 0.16 323 | 0.64 439 | 1.28 325 |
|
| Hybrid-DGEV-03 |  | 7.24 343 | 2.18 356 | 6.74 192 | 6.57 382 | 1.24 151 | 11.30 391 | 2.51 305 | 14.66 274 | 14.85 323 | 16.91 405 | 29.69 487 | 13.87 374 | 5.80 281 | 11.32 277 | 4.52 297 | 0.03 73 | 0.49 305 | 0.13 420 | 0.00 1 | 0.41 346 | 1.63 389 |
|
| MSAF-DinoV2 |  | 21.31 608 | 8.93 594 | 27.84 595 | 12.03 593 | 5.14 491 | 30.91 617 | 17.73 620 | 40.05 629 | 55.15 652 | 22.96 528 | 32.01 524 | 48.05 658 | 31.88 630 | 38.57 649 | 41.67 660 | 0.94 531 | 0.49 305 | 0.45 518 | 1.22 591 | 4.83 604 | 5.39 602 |
|
| DilatedVolume-Stereo |   | 4.62 218 | 1.66 204 | 6.95 200 | 4.21 182 | 1.86 252 | 10.94 387 | 0.99 109 | 12.18 216 | 6.28 167 | 12.65 300 | 10.00 223 | 5.44 201 | 3.80 172 | 10.06 232 | 3.61 253 | 0.13 278 | 0.49 305 | 0.09 372 | 0.28 426 | 0.09 112 | 0.68 157 |
|
| UGAM |  | 10.51 462 | 1.74 225 | 10.16 348 | 7.06 429 | 4.44 447 | 6.56 300 | 11.34 557 | 16.06 296 | 27.83 492 | 21.09 501 | 28.18 466 | 23.47 505 | 11.21 411 | 26.86 596 | 11.33 476 | 0.05 131 | 0.49 305 | 0.46 520 | 0.36 477 | 0.44 361 | 0.97 250 |
|
| 4D-IteraStereo |  | 5.47 244 | 2.05 311 | 8.66 274 | 5.34 275 | 4.93 477 | 6.11 265 | 1.79 246 | 13.74 254 | 16.35 349 | 14.53 347 | 11.10 253 | 8.22 274 | 1.59 81 | 8.73 173 | 3.37 238 | 0.00 1 | 0.49 305 | 0.09 372 | 0.02 174 | 0.25 231 | 1.98 452 |
|
| WZ-Net |  | 25.86 644 | 14.23 626 | 64.17 673 | 15.77 624 | 10.61 628 | 39.36 649 | 28.01 662 | 41.38 636 | 54.97 650 | 28.82 589 | 53.68 655 | 40.90 631 | 30.14 622 | 37.91 644 | 42.98 667 | 1.59 576 | 0.49 305 | 0.73 544 | 0.95 571 | 5.43 610 | 5.12 598 |
|
| ETE_ROB |  | 18.45 586 | 10.71 601 | 20.90 570 | 14.23 611 | 4.92 476 | 23.28 565 | 22.01 638 | 33.00 557 | 36.14 569 | 30.68 602 | 39.03 592 | 46.10 651 | 26.28 598 | 27.52 600 | 26.22 600 | 0.53 444 | 0.49 305 | 1.16 577 | 0.94 566 | 1.69 538 | 3.07 561 |
|
| iRaft-Stereo_5w |  | 9.10 415 | 2.33 391 | 10.69 386 | 6.64 393 | 4.47 452 | 4.74 160 | 10.72 544 | 16.71 314 | 16.97 361 | 15.39 362 | 26.15 441 | 21.25 481 | 12.59 447 | 16.38 472 | 12.90 499 | 0.85 513 | 0.51 312 | 0.08 361 | 0.22 365 | 0.95 497 | 1.53 378 |
|
| GEStereo_RVC |  | 13.23 529 | 3.13 472 | 15.23 499 | 10.33 550 | 4.95 479 | 18.92 532 | 11.46 561 | 31.58 538 | 48.03 627 | 20.51 488 | 27.68 459 | 19.00 460 | 13.31 461 | 20.44 540 | 16.01 522 | 1.15 559 | 0.51 312 | 0.10 385 | 0.14 305 | 0.67 447 | 1.47 365 |
|
| DeepPruner_ROB |  | 11.28 482 | 5.83 551 | 15.23 499 | 6.93 421 | 4.50 453 | 10.08 365 | 6.62 458 | 36.65 602 | 20.17 399 | 18.12 440 | 27.95 462 | 23.10 499 | 13.43 462 | 20.08 534 | 11.90 481 | 1.16 560 | 0.51 312 | 0.23 474 | 0.17 328 | 1.11 507 | 1.91 437 |
|
| sCroCo_RVC |  | 5.29 237 | 3.82 506 | 17.52 532 | 11.17 574 | 6.67 564 | 5.78 248 | 2.66 314 | 10.47 178 | 8.48 225 | 3.78 140 | 9.32 219 | 4.76 185 | 4.83 238 | 8.33 166 | 4.88 314 | 1.17 563 | 0.52 315 | 0.06 333 | 0.03 191 | 0.70 452 | 0.90 215 |
|
| FADNet-RVC-Resample |  | 12.31 502 | 5.22 539 | 32.28 612 | 10.14 541 | 4.08 421 | 14.97 461 | 6.98 473 | 26.54 466 | 24.42 452 | 23.72 537 | 29.31 479 | 19.87 469 | 15.01 493 | 16.26 471 | 10.61 462 | 0.65 479 | 0.52 315 | 0.48 522 | 0.54 534 | 1.52 531 | 3.09 562 |
|
| aanet-new-70k |  | 2.83 97 | 1.62 192 | 10.06 345 | 3.21 81 | 1.04 117 | 4.89 172 | 1.47 165 | 7.63 94 | 2.27 25 | 1.97 60 | 3.93 90 | 0.86 48 | 5.16 258 | 9.31 203 | 1.61 103 | 0.02 40 | 0.53 317 | 0.00 1 | 0.03 191 | 0.05 64 | 0.97 250 |
|
| HiDET |  | 1.65 20 | 0.66 5 | 3.60 28 | 2.94 55 | 0.46 29 | 1.94 19 | 0.02 4 | 6.37 38 | 3.42 78 | 1.52 34 | 0.68 23 | 1.27 61 | 0.95 52 | 4.92 76 | 2.00 133 | 0.31 376 | 0.53 317 | 0.00 1 | 0.23 376 | 0.01 1 | 1.17 305 |
|
| Pointernet |  | 3.56 157 | 0.99 61 | 6.55 184 | 3.79 141 | 0.85 90 | 5.19 201 | 0.36 56 | 17.55 332 | 7.32 186 | 4.50 164 | 6.92 182 | 4.82 186 | 2.69 132 | 5.26 84 | 2.99 213 | 0.04 95 | 0.53 317 | 0.00 1 | 0.35 470 | 0.05 64 | 0.42 93 |
|
| Syn2CoEx |  | 17.68 575 | 11.86 613 | 28.39 597 | 20.88 642 | 8.24 603 | 25.66 583 | 12.35 569 | 37.57 610 | 33.60 546 | 29.57 592 | 39.80 598 | 30.02 560 | 28.00 608 | 19.91 530 | 18.91 548 | 1.14 558 | 0.53 317 | 1.23 584 | 0.46 513 | 1.97 548 | 3.61 572 |
|
| dad |  | 13.05 522 | 11.39 609 | 15.64 511 | 7.35 447 | 2.10 273 | 15.64 473 | 3.48 356 | 18.77 351 | 35.55 565 | 27.77 580 | 33.76 552 | 31.59 572 | 13.04 456 | 14.79 444 | 11.16 475 | 3.35 614 | 0.54 321 | 7.85 646 | 0.96 574 | 3.88 593 | 2.49 534 |
|
| SACVNet |  | 14.10 546 | 5.24 540 | 14.19 482 | 12.11 594 | 6.12 546 | 18.45 527 | 9.11 513 | 33.13 559 | 22.94 430 | 28.79 588 | 33.88 553 | 32.69 584 | 23.78 582 | 20.91 551 | 12.13 485 | 1.08 548 | 0.54 321 | 0.84 558 | 0.48 520 | 1.41 524 | 4.26 584 |
|
| MMNet |  | 13.55 533 | 2.82 449 | 13.90 476 | 7.63 461 | 6.36 558 | 26.45 592 | 4.63 397 | 24.00 436 | 42.67 605 | 26.25 566 | 33.12 543 | 20.98 479 | 19.45 561 | 20.14 535 | 19.49 553 | 0.75 493 | 0.54 321 | 0.11 407 | 0.01 135 | 0.53 395 | 1.10 288 |
|
| EDNetEfficientorigin |  | 29.50 655 | 36.05 670 | 99.77 720 | 9.67 529 | 5.93 537 | 26.79 594 | 16.02 603 | 26.87 471 | 55.18 653 | 61.15 676 | 57.72 667 | 45.04 646 | 50.99 672 | 26.90 597 | 44.78 670 | 0.53 444 | 0.54 321 | 1.72 594 | 2.53 618 | 11.05 645 | 10.75 650 |
|
| LGtest1 |  | 1.67 21 | 0.87 37 | 4.47 60 | 2.67 27 | 0.82 85 | 3.00 53 | 0.11 24 | 6.42 40 | 1.80 11 | 1.94 58 | 1.62 42 | 0.65 36 | 0.92 51 | 5.90 91 | 1.02 29 | 0.04 95 | 0.55 325 | 0.00 1 | 0.00 1 | 0.10 121 | 0.46 107 |
|
| mms |  | 3.23 127 | 1.87 262 | 6.16 147 | 4.22 183 | 2.38 307 | 4.13 108 | 3.87 369 | 8.68 124 | 5.05 126 | 2.68 100 | 5.66 165 | 3.05 139 | 1.33 70 | 9.68 219 | 2.35 161 | 0.01 7 | 0.55 325 | 0.00 1 | 0.00 1 | 0.42 354 | 2.47 531 |
|
| PS-NSSS |  | 14.36 548 | 8.44 588 | 16.43 520 | 7.44 451 | 5.79 525 | 18.65 530 | 12.71 576 | 39.02 620 | 26.84 483 | 20.99 499 | 36.15 570 | 21.47 483 | 18.25 543 | 18.21 515 | 18.63 545 | 2.44 598 | 0.55 325 | 5.38 628 | 0.37 482 | 5.25 609 | 4.11 583 |
|
| LiteMatch* |   | 1.60 17 | 0.96 51 | 5.43 112 | 2.59 20 | 0.33 9 | 2.07 22 | 0.03 9 | 5.56 23 | 3.15 57 | 1.60 36 | 0.79 26 | 1.58 74 | 0.51 23 | 3.96 42 | 1.21 47 | 0.01 7 | 0.56 328 | 0.00 1 | 0.21 362 | 0.04 52 | 1.37 337 |
|
| aanet-new-16k |  | 2.56 73 | 1.50 178 | 7.52 233 | 4.24 192 | 0.72 63 | 3.79 89 | 1.59 192 | 8.38 113 | 3.25 67 | 1.75 45 | 4.56 112 | 2.61 126 | 4.57 214 | 3.47 30 | 1.59 100 | 0.03 73 | 0.56 328 | 0.00 1 | 0.03 191 | 0.10 121 | 0.93 229 |
|
| IGEVStereo-DCA |  | 3.90 178 | 2.95 458 | 7.30 221 | 4.05 159 | 0.92 99 | 4.94 183 | 1.65 204 | 14.40 262 | 5.82 148 | 4.17 152 | 4.67 117 | 4.50 179 | 3.95 178 | 11.24 271 | 4.28 286 | 0.18 313 | 0.56 328 | 0.00 1 | 0.17 328 | 0.25 231 | 1.98 452 |
|
| rrr |  | 3.99 186 | 2.95 458 | 11.04 405 | 4.05 159 | 0.92 99 | 4.94 183 | 1.53 181 | 11.97 214 | 6.50 172 | 4.17 152 | 4.67 117 | 4.50 179 | 3.95 178 | 11.24 271 | 4.28 286 | 0.18 313 | 0.56 328 | 0.00 1 | 0.22 365 | 0.25 231 | 1.88 430 |
|
| RAFT_CTSACE |  | 8.55 392 | 2.62 440 | 9.63 327 | 7.41 449 | 5.06 485 | 5.76 247 | 2.54 307 | 15.38 285 | 17.84 366 | 24.33 544 | 34.69 563 | 16.37 412 | 7.22 340 | 18.05 512 | 2.63 186 | 0.01 7 | 0.56 328 | 0.00 1 | 0.03 191 | 0.42 354 | 0.41 91 |
|
| GCAP-Stereo-DPT-50K |  | 4.46 213 | 9.66 596 | 35.34 618 | 3.13 70 | 3.77 401 | 2.83 48 | 1.45 158 | 8.84 131 | 3.43 79 | 2.36 84 | 4.88 128 | 3.03 137 | 3.14 146 | 2.69 12 | 1.04 30 | 0.05 131 | 0.57 333 | 0.00 1 | 0.46 513 | 0.78 471 | 1.79 413 |
|
| zh-mn7 |  | 22.69 621 | 14.64 628 | 55.04 655 | 11.01 571 | 5.85 531 | 27.67 601 | 15.65 599 | 35.14 585 | 57.38 664 | 40.62 643 | 57.78 668 | 31.22 569 | 25.60 594 | 36.79 640 | 32.55 634 | 1.50 574 | 0.57 333 | 0.24 478 | 0.22 365 | 1.40 523 | 3.02 559 |
|
| Any-RAFT |  | 6.28 299 | 1.42 154 | 4.91 83 | 5.00 245 | 1.25 154 | 10.18 367 | 1.90 262 | 22.68 417 | 15.87 336 | 12.12 294 | 19.23 348 | 13.69 372 | 4.65 226 | 9.35 205 | 2.36 162 | 0.06 168 | 0.57 333 | 0.00 1 | 0.00 1 | 0.05 64 | 0.35 68 |
|
| APVNet |  | 18.42 584 | 6.37 562 | 23.10 584 | 12.76 603 | 8.28 604 | 30.74 615 | 24.17 651 | 42.08 640 | 30.76 518 | 25.86 561 | 41.66 607 | 31.83 576 | 24.99 589 | 28.01 603 | 28.77 616 | 0.49 436 | 0.57 333 | 3.05 616 | 0.55 538 | 1.80 543 | 2.46 528 |
|
| UPFNet |  | 12.31 502 | 2.15 344 | 11.91 436 | 7.90 480 | 7.21 577 | 20.03 542 | 9.28 518 | 29.44 504 | 27.18 486 | 20.88 494 | 30.86 506 | 21.23 480 | 18.11 542 | 19.60 528 | 17.41 534 | 0.55 452 | 0.57 333 | 0.26 483 | 0.07 250 | 0.67 447 | 0.92 222 |
|
| LCMNet |  | 2.07 44 | 0.71 9 | 3.39 16 | 2.31 8 | 0.61 49 | 1.95 20 | 0.09 18 | 6.95 66 | 7.84 203 | 1.41 22 | 1.63 43 | 1.25 60 | 1.31 67 | 6.83 111 | 1.95 125 | 0.48 432 | 0.58 338 | 0.00 1 | 0.24 386 | 0.02 5 | 1.82 419 |
|
| rvit_105_1 |  | 14.11 547 | 6.23 560 | 22.11 578 | 13.74 608 | 4.55 457 | 15.38 468 | 28.19 663 | 27.21 474 | 43.35 609 | 19.53 469 | 24.36 423 | 22.05 490 | 15.96 509 | 18.37 517 | 12.70 497 | 2.27 592 | 0.58 338 | 0.26 483 | 2.37 617 | 0.70 452 | 2.20 501 |
|
| ICVP |  | 10.54 466 | 2.11 328 | 7.49 231 | 9.62 528 | 3.41 385 | 13.85 438 | 6.34 451 | 26.81 470 | 23.24 433 | 16.90 404 | 31.76 521 | 27.31 547 | 12.81 451 | 12.18 325 | 12.47 494 | 1.59 576 | 0.58 338 | 0.19 457 | 0.13 292 | 0.63 434 | 1.45 358 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| ADLNet |  | 12.84 519 | 2.93 456 | 11.94 438 | 8.87 509 | 6.88 568 | 17.96 520 | 8.85 506 | 34.12 568 | 26.67 481 | 27.81 583 | 26.24 442 | 26.84 545 | 15.04 494 | 17.54 503 | 19.94 555 | 0.59 462 | 0.58 338 | 0.24 478 | 0.11 284 | 0.80 478 | 2.85 552 |
|
| castereo++ |  | 3.76 170 | 1.79 236 | 5.06 93 | 4.09 166 | 2.65 328 | 16.30 494 | 1.89 261 | 8.46 117 | 9.15 239 | 2.53 91 | 4.66 116 | 5.04 189 | 2.00 102 | 9.08 190 | 1.04 30 | 0.02 40 | 0.59 342 | 0.00 1 | 0.34 466 | 0.08 100 | 0.50 118 |
|
| RYNet |  | 19.73 596 | 5.52 547 | 18.58 545 | 11.63 582 | 15.84 653 | 47.05 662 | 17.28 616 | 38.60 617 | 49.19 632 | 27.71 579 | 27.46 456 | 38.63 619 | 26.42 601 | 20.79 547 | 32.08 633 | 0.73 490 | 0.59 342 | 0.97 566 | 0.16 323 | 7.40 622 | 8.04 630 |
|
| RAFT-Stereo-weight |  | 5.42 242 | 1.21 112 | 6.22 150 | 4.69 217 | 1.28 160 | 6.18 277 | 1.58 190 | 18.42 346 | 18.47 378 | 11.35 289 | 10.27 234 | 11.93 334 | 1.65 86 | 9.59 217 | 3.83 263 | 0.10 247 | 0.60 344 | 0.00 1 | 0.00 1 | 0.16 182 | 0.89 212 |
|
| mm2 |  | 1.46 11 | 0.74 15 | 3.21 8 | 2.41 9 | 0.36 15 | 1.35 10 | 0.01 1 | 5.35 18 | 3.18 63 | 1.46 24 | 0.64 19 | 2.10 106 | 0.28 7 | 4.30 55 | 0.92 14 | 0.61 468 | 0.61 345 | 0.00 1 | 0.26 407 | 0.02 5 | 1.34 334 |
|
| mm1 |  | 1.44 10 | 0.74 15 | 3.21 8 | 2.41 9 | 0.36 15 | 1.35 10 | 0.01 1 | 4.94 8 | 3.18 63 | 1.46 24 | 0.64 19 | 2.10 106 | 0.28 7 | 4.30 55 | 0.92 14 | 0.61 468 | 0.61 345 | 0.00 1 | 0.26 407 | 0.02 5 | 1.34 334 |
|
| GeoVLM |  | 1.59 15 | 0.74 15 | 3.21 8 | 2.46 16 | 0.35 13 | 2.13 23 | 0.02 4 | 5.35 18 | 3.20 66 | 1.83 52 | 0.67 22 | 2.08 105 | 1.26 65 | 4.37 57 | 1.39 72 | 0.61 468 | 0.61 345 | 0.00 1 | 0.26 407 | 0.02 5 | 1.32 332 |
|
| MonSter++ |  | 1.59 15 | 0.74 15 | 3.22 11 | 2.42 11 | 0.35 13 | 2.15 25 | 0.02 4 | 5.40 21 | 3.17 61 | 1.79 48 | 0.61 15 | 2.15 109 | 1.22 63 | 4.28 53 | 1.38 69 | 0.61 468 | 0.61 345 | 0.00 1 | 0.27 421 | 0.02 5 | 1.34 334 |
|
| CSFM-Stereo |  | 1.85 37 | 0.72 11 | 3.47 19 | 2.90 53 | 0.34 11 | 3.06 56 | 0.15 34 | 6.97 68 | 3.08 52 | 2.66 98 | 1.25 35 | 1.50 69 | 1.08 58 | 4.86 72 | 1.63 105 | 0.66 482 | 0.61 345 | 0.00 1 | 0.23 376 | 0.02 5 | 1.84 421 |
|
| CBMV |   | 14.52 549 | 4.59 526 | 9.99 342 | 6.61 388 | 2.85 347 | 22.76 561 | 12.45 572 | 30.63 520 | 33.32 541 | 31.98 609 | 35.00 565 | 31.68 573 | 19.43 560 | 26.53 594 | 16.71 530 | 1.28 568 | 0.61 345 | 0.63 536 | 0.12 287 | 1.26 516 | 1.89 433 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| EKT-Stereo |  | 6.11 292 | 1.71 213 | 9.09 292 | 7.69 465 | 5.56 513 | 5.16 197 | 4.26 383 | 19.18 357 | 15.13 327 | 9.20 265 | 12.84 275 | 9.55 294 | 4.18 190 | 11.74 300 | 3.24 231 | 0.53 444 | 0.62 351 | 0.09 372 | 0.14 305 | 0.17 190 | 2.16 498 |
|
| MIM_Stereo |  | 7.37 352 | 2.06 314 | 12.02 440 | 4.71 220 | 1.69 226 | 5.17 198 | 1.28 136 | 19.54 370 | 13.09 295 | 16.93 406 | 28.48 470 | 13.05 361 | 5.43 265 | 13.25 390 | 7.41 392 | 0.02 40 | 0.62 351 | 0.00 1 | 0.01 135 | 0.45 367 | 2.09 486 |
|
| GIP-stereo |  | 3.09 117 | 1.42 154 | 4.82 79 | 5.64 297 | 4.11 424 | 3.31 69 | 0.74 88 | 9.86 164 | 6.75 176 | 2.44 87 | 5.48 152 | 4.08 165 | 3.14 146 | 5.77 90 | 1.68 107 | 0.14 282 | 0.63 353 | 0.00 1 | 0.00 1 | 0.09 112 | 1.66 395 |
|
| 1w_stereo |  | 3.18 124 | 0.88 38 | 4.34 52 | 3.77 138 | 2.15 283 | 4.45 128 | 6.50 454 | 7.10 74 | 5.69 140 | 3.58 135 | 7.40 190 | 0.28 9 | 4.26 193 | 8.58 171 | 2.83 207 | 0.05 131 | 0.64 354 | 0.00 1 | 0.01 135 | 0.02 5 | 1.16 302 |
|
| LG-Stereo_Zeroshot |  | 3.06 115 | 1.06 78 | 6.40 168 | 5.55 289 | 1.90 255 | 3.79 89 | 0.82 96 | 7.92 101 | 3.70 90 | 4.01 147 | 10.87 250 | 2.27 113 | 5.15 255 | 3.49 33 | 2.09 143 | 0.19 327 | 0.64 354 | 0.00 1 | 0.35 470 | 0.42 354 | 0.58 138 |
|
| FACV-RUCA |  | 8.11 379 | 2.29 380 | 10.34 363 | 8.07 485 | 6.02 541 | 14.18 446 | 3.04 336 | 20.05 379 | 19.00 388 | 12.98 317 | 18.43 339 | 8.73 280 | 11.58 420 | 12.20 326 | 5.78 348 | 0.38 403 | 0.64 354 | 4.34 624 | 0.35 470 | 1.89 545 | 1.96 450 |
|
| aanet-new-40k |  | 2.69 87 | 1.84 254 | 10.17 349 | 3.20 78 | 2.52 315 | 5.34 214 | 1.74 236 | 7.56 89 | 2.32 28 | 1.41 22 | 4.84 123 | 1.12 54 | 5.42 264 | 2.71 13 | 1.34 63 | 0.07 200 | 0.66 357 | 0.02 265 | 0.04 210 | 0.08 100 | 1.48 368 |
|
| 3.5w_stereo |  | 2.78 92 | 1.48 170 | 5.51 117 | 2.66 23 | 1.61 210 | 5.90 256 | 1.09 115 | 7.46 86 | 3.28 70 | 4.31 156 | 4.49 107 | 0.35 19 | 2.04 105 | 10.32 241 | 3.27 234 | 0.21 337 | 0.66 357 | 0.00 1 | 0.09 268 | 0.02 5 | 0.88 207 |
|
| MLG-Stereo_test3 |  | 1.79 28 | 0.82 34 | 4.52 63 | 2.79 41 | 1.61 210 | 3.91 93 | 0.24 48 | 6.61 55 | 1.52 6 | 1.35 19 | 1.22 34 | 1.97 99 | 0.63 36 | 6.25 100 | 1.27 55 | 0.04 95 | 0.66 357 | 0.00 1 | 0.00 1 | 0.05 64 | 0.29 53 |
|
| LG-G_1 |  | 2.39 58 | 0.79 26 | 4.63 66 | 3.83 144 | 0.64 56 | 10.74 383 | 0.58 75 | 7.00 69 | 1.89 16 | 1.72 42 | 1.33 36 | 1.33 63 | 2.10 106 | 8.16 156 | 1.40 75 | 0.05 131 | 0.66 357 | 0.00 1 | 0.00 1 | 0.06 77 | 0.94 236 |
|
| LG-G |  | 2.39 58 | 0.79 26 | 4.63 66 | 3.83 144 | 0.64 56 | 10.74 383 | 0.58 75 | 7.00 69 | 1.89 16 | 1.72 42 | 1.33 36 | 1.33 63 | 2.10 106 | 8.16 156 | 1.40 75 | 0.05 131 | 0.66 357 | 0.00 1 | 0.00 1 | 0.06 77 | 0.94 236 |
|
| DSFCA |  | 12.44 508 | 3.00 462 | 14.87 495 | 6.04 339 | 7.03 573 | 17.06 512 | 10.86 549 | 31.11 528 | 32.12 529 | 26.41 569 | 23.81 419 | 22.37 493 | 15.13 496 | 21.13 558 | 13.53 503 | 0.95 534 | 0.66 357 | 0.28 493 | 0.38 492 | 1.21 512 | 0.77 182 |
|
| aanet-new-34k |  | 2.62 78 | 1.88 263 | 8.96 286 | 3.16 75 | 0.64 56 | 2.65 39 | 1.53 181 | 9.10 143 | 3.27 68 | 1.40 21 | 5.41 150 | 2.44 119 | 6.26 300 | 2.42 8 | 1.24 49 | 0.01 7 | 0.67 363 | 0.03 288 | 0.07 250 | 0.12 143 | 1.08 282 |
|
| TCMNet |  | 15.72 556 | 7.51 577 | 21.42 573 | 14.39 612 | 12.57 640 | 26.22 589 | 13.91 586 | 30.23 516 | 36.03 568 | 25.57 556 | 31.73 519 | 23.65 507 | 15.35 499 | 19.98 532 | 24.06 580 | 1.44 572 | 0.67 363 | 2.04 600 | 0.99 577 | 3.41 584 | 3.26 567 |
|
| LALA_ROB |  | 19.82 597 | 8.32 587 | 18.64 548 | 13.59 607 | 5.79 525 | 28.03 603 | 23.44 645 | 43.09 644 | 37.57 575 | 33.91 624 | 41.55 606 | 50.73 663 | 25.61 595 | 29.09 606 | 27.30 608 | 0.73 490 | 0.67 363 | 2.08 601 | 1.42 596 | 2.70 566 | 2.12 490 |
|
| qqai |  | 1.68 22 | 0.71 9 | 4.03 41 | 3.23 83 | 0.66 59 | 1.57 13 | 0.11 24 | 5.96 32 | 4.04 102 | 1.26 13 | 0.50 14 | 3.03 137 | 0.26 6 | 4.81 70 | 0.91 12 | 0.02 40 | 0.68 366 | 0.00 1 | 0.29 433 | 0.02 5 | 1.58 382 |
|
| SA |  | 8.43 388 | 2.16 349 | 10.02 343 | 8.41 494 | 0.93 104 | 7.36 324 | 2.21 286 | 23.73 433 | 26.15 475 | 13.55 331 | 30.84 505 | 9.89 299 | 10.09 395 | 16.84 489 | 3.52 248 | 0.18 313 | 0.68 366 | 0.17 446 | 0.40 503 | 0.48 377 | 0.92 222 |
|
| AnonymousM |  | 6.73 317 | 12.03 615 | 3.53 21 | 4.47 204 | 1.55 201 | 4.42 127 | 3.17 339 | 11.94 213 | 8.44 223 | 17.00 411 | 10.06 224 | 9.08 286 | 4.00 182 | 7.56 136 | 4.06 273 | 0.55 452 | 0.68 366 | 23.13 667 | 8.12 653 | 0.07 88 | 0.65 149 |
|
| tg |  | 5.41 240 | 2.04 305 | 7.70 238 | 5.40 280 | 1.27 157 | 7.45 328 | 0.49 66 | 18.97 354 | 13.10 296 | 9.51 267 | 14.60 289 | 7.15 246 | 4.05 183 | 10.89 255 | 2.99 213 | 0.02 40 | 0.70 369 | 0.00 1 | 0.00 1 | 0.55 404 | 1.42 353 |
|
| IGEV-Stereo+ |  | 3.03 111 | 1.10 85 | 5.14 102 | 3.52 115 | 4.87 474 | 2.53 35 | 0.68 83 | 4.40 7 | 3.11 53 | 2.20 72 | 0.71 24 | 0.79 46 | 3.45 156 | 8.89 179 | 1.25 50 | 0.08 215 | 0.70 369 | 0.00 1 | 0.40 503 | 5.72 615 | 11.13 655 |
|
| AFF-stereo |  | 6.50 309 | 2.29 380 | 8.09 258 | 4.63 213 | 0.87 94 | 3.48 78 | 0.75 90 | 16.92 318 | 13.98 313 | 13.26 322 | 25.21 432 | 15.46 397 | 7.68 349 | 11.50 293 | 3.71 257 | 0.04 95 | 0.70 369 | 0.00 1 | 0.00 1 | 0.48 377 | 1.02 268 |
|
| MLG-Stereo_test2 |  | 1.82 33 | 0.81 31 | 3.61 29 | 3.13 70 | 2.26 294 | 2.82 47 | 0.16 37 | 5.42 22 | 2.37 29 | 2.20 72 | 0.17 6 | 3.22 142 | 0.17 3 | 7.52 133 | 0.91 12 | 0.37 399 | 0.71 372 | 0.00 1 | 0.00 1 | 0.05 64 | 0.51 121 |
|
| aanet-new-78k |  | 2.86 102 | 1.71 213 | 12.34 448 | 3.53 116 | 0.61 49 | 2.20 28 | 1.30 141 | 7.48 87 | 2.19 23 | 1.89 53 | 4.21 98 | 1.03 50 | 6.31 302 | 8.93 180 | 1.35 64 | 0.02 40 | 0.72 373 | 0.00 1 | 0.00 1 | 0.07 88 | 1.41 350 |
|
| 2w_stereo |  | 2.67 84 | 1.09 83 | 5.38 110 | 3.25 86 | 1.25 154 | 4.61 141 | 3.77 366 | 7.59 92 | 4.10 105 | 4.28 154 | 5.14 140 | 0.27 7 | 4.25 191 | 4.81 70 | 2.06 140 | 0.11 255 | 0.72 373 | 0.00 1 | 0.18 341 | 0.02 5 | 0.48 112 |
|
| IGEV |   | 2.11 48 | 0.73 13 | 4.37 55 | 2.86 49 | 3.48 389 | 4.13 108 | 0.94 104 | 7.90 99 | 3.86 93 | 2.26 77 | 4.35 101 | 0.28 9 | 0.61 33 | 3.78 40 | 1.05 33 | 0.08 215 | 0.72 373 | 0.00 1 | 0.20 355 | 0.03 29 | 0.56 129 |
|
| RGC |  | 20.62 605 | 14.30 627 | 21.99 576 | 18.85 637 | 14.53 646 | 21.42 552 | 14.82 594 | 36.00 593 | 44.32 613 | 28.54 587 | 41.82 610 | 40.12 628 | 29.43 616 | 35.44 630 | 23.33 573 | 4.12 621 | 0.72 373 | 8.80 647 | 4.39 635 | 4.55 601 | 4.84 594 |
|
| LG-Stereo_L2 |  | 1.81 32 | 1.11 87 | 5.06 93 | 3.06 66 | 0.92 99 | 2.71 40 | 0.43 61 | 7.45 85 | 1.91 18 | 1.93 55 | 0.44 12 | 0.41 24 | 0.52 26 | 8.16 156 | 1.05 33 | 0.05 131 | 0.73 377 | 0.00 1 | 0.00 1 | 0.04 52 | 0.32 59 |
|
| EAI-Stereo |  | 5.82 263 | 2.06 314 | 9.08 291 | 6.23 353 | 2.20 290 | 6.24 279 | 6.20 443 | 20.18 382 | 6.36 169 | 10.65 281 | 15.97 307 | 6.31 228 | 3.63 166 | 12.09 321 | 4.88 314 | 0.06 168 | 0.73 377 | 0.04 306 | 1.59 603 | 0.21 210 | 1.67 397 |
|
| aanet-new-24k |  | 2.63 79 | 1.72 221 | 6.47 176 | 3.23 83 | 1.84 250 | 5.56 233 | 1.64 201 | 7.18 76 | 2.20 24 | 2.64 96 | 6.02 172 | 2.24 112 | 4.38 202 | 4.14 52 | 1.59 100 | 0.01 7 | 0.74 379 | 0.01 227 | 0.24 386 | 0.15 174 | 0.64 146 |
|
| LG-Stereo_L1 |  | 1.82 33 | 1.13 93 | 4.80 75 | 3.05 65 | 1.18 139 | 2.86 49 | 0.49 66 | 7.33 82 | 2.07 20 | 1.66 40 | 0.31 9 | 0.52 28 | 0.58 30 | 8.22 161 | 1.09 37 | 0.05 131 | 0.74 379 | 0.01 227 | 0.00 1 | 0.03 29 | 0.29 53 |
|
| MLG-Stereo_test1 |  | 1.73 24 | 0.79 26 | 3.82 35 | 2.83 45 | 2.75 339 | 2.77 45 | 0.15 34 | 6.43 44 | 2.10 22 | 1.21 9 | 0.16 5 | 1.52 71 | 0.52 26 | 7.62 138 | 0.90 11 | 0.03 73 | 0.74 379 | 0.00 1 | 0.03 191 | 0.03 29 | 0.24 43 |
|
| Reg-Stereo(zero) |  | 4.96 230 | 0.83 35 | 5.01 90 | 3.71 133 | 2.33 302 | 3.81 92 | 1.18 122 | 17.25 325 | 13.30 302 | 10.52 278 | 10.73 247 | 10.47 308 | 4.43 204 | 9.47 213 | 4.17 278 | 0.06 168 | 0.74 379 | 0.00 1 | 0.27 421 | 0.04 52 | 0.88 207 |
|
| test_xeample3 |  | 4.08 190 | 2.95 458 | 11.20 409 | 4.05 159 | 1.05 119 | 5.62 237 | 1.58 190 | 13.23 233 | 4.76 118 | 7.10 228 | 3.83 87 | 3.18 141 | 3.30 153 | 11.75 301 | 4.42 293 | 0.08 215 | 0.74 379 | 0.00 1 | 0.38 492 | 0.26 244 | 2.04 474 |
|
| SANet |  | 22.05 615 | 8.47 589 | 32.65 613 | 9.90 535 | 4.31 439 | 33.49 628 | 23.44 645 | 42.82 643 | 56.64 661 | 39.67 642 | 44.09 624 | 44.62 644 | 32.96 634 | 29.24 610 | 25.79 596 | 1.08 548 | 0.74 379 | 0.98 567 | 0.69 550 | 5.69 614 | 3.66 577 |
|
| GCAP-Stereo-DPT-20K |  | 3.73 165 | 0.96 51 | 19.43 555 | 2.45 14 | 2.27 295 | 4.47 129 | 1.54 183 | 8.30 110 | 4.01 99 | 2.87 108 | 5.19 144 | 3.46 150 | 4.46 208 | 2.26 3 | 0.83 7 | 0.07 200 | 0.75 385 | 0.00 1 | 0.20 355 | 0.92 493 | 10.21 648 |
|
| GCAPDPT-zeroshot4090 |  | 3.73 165 | 0.96 51 | 19.42 554 | 2.45 14 | 2.27 295 | 4.47 129 | 1.54 183 | 8.30 110 | 4.01 99 | 2.87 108 | 5.19 144 | 3.46 150 | 4.46 208 | 2.26 3 | 0.83 7 | 0.07 200 | 0.75 385 | 0.00 1 | 0.20 355 | 0.92 493 | 10.21 648 |
|
| RAFT-Stereo + iAFF |  | 5.94 278 | 2.35 401 | 8.80 279 | 4.07 163 | 1.36 166 | 2.78 46 | 0.66 79 | 17.05 319 | 15.89 337 | 12.65 300 | 18.49 340 | 11.81 329 | 7.89 352 | 8.48 168 | 3.80 260 | 0.02 40 | 0.75 385 | 0.00 1 | 0.00 1 | 0.43 358 | 1.49 371 |
|
| FADNet_RVC |  | 12.44 508 | 6.19 559 | 40.86 629 | 7.04 426 | 3.69 395 | 11.30 391 | 4.17 380 | 29.67 506 | 27.67 490 | 18.20 442 | 26.04 439 | 13.47 368 | 17.15 527 | 16.85 490 | 14.95 512 | 0.99 536 | 0.75 385 | 0.60 534 | 1.32 594 | 4.18 596 | 3.62 574 |
|
| FADNet |  | 14.77 550 | 11.96 614 | 39.55 627 | 8.50 498 | 6.64 563 | 18.53 529 | 6.74 463 | 35.70 588 | 35.06 560 | 19.21 465 | 28.06 464 | 28.14 548 | 13.94 479 | 18.54 519 | 11.61 480 | 0.48 432 | 0.75 385 | 0.38 513 | 0.49 523 | 9.17 632 | 2.05 478 |
|
| CSAN |  | 22.36 619 | 11.11 605 | 26.06 591 | 21.79 646 | 5.59 516 | 34.55 631 | 36.54 675 | 40.04 628 | 50.84 640 | 37.47 636 | 40.31 600 | 45.09 647 | 33.07 635 | 27.44 598 | 25.80 597 | 1.60 579 | 0.75 385 | 1.08 570 | 1.80 607 | 2.89 569 | 3.36 570 |
|
| GwcNet-ADL |  | 8.81 404 | 2.00 295 | 10.21 354 | 7.70 468 | 2.82 345 | 6.99 313 | 7.05 474 | 30.58 519 | 26.21 477 | 15.71 373 | 17.65 323 | 13.93 375 | 6.83 332 | 13.90 415 | 11.43 477 | 0.49 436 | 0.76 391 | 0.01 227 | 0.01 135 | 0.55 404 | 1.46 361 |
|
| PAM_32 |  | 7.56 356 | 1.96 281 | 15.04 498 | 6.11 344 | 2.08 270 | 16.93 506 | 1.38 147 | 16.49 306 | 7.93 205 | 15.16 357 | 9.17 213 | 25.77 530 | 11.69 425 | 12.95 368 | 4.03 271 | 0.14 282 | 0.77 392 | 0.09 372 | 0.83 558 | 0.61 428 | 2.00 466 |
|
| IGEV-Stereo++ |  | 2.55 72 | 0.93 48 | 4.65 68 | 4.40 200 | 3.52 391 | 3.33 70 | 0.10 22 | 8.77 127 | 4.60 113 | 2.63 95 | 4.41 104 | 2.00 102 | 4.67 229 | 3.47 30 | 0.98 19 | 0.02 40 | 0.78 393 | 0.09 372 | 0.00 1 | 0.06 77 | 1.65 392 |
|
| XX-Stereo |  | 6.50 309 | 1.81 242 | 10.42 372 | 12.71 601 | 7.14 575 | 3.46 77 | 0.90 102 | 16.31 300 | 6.13 163 | 9.03 263 | 28.11 465 | 13.48 369 | 2.22 111 | 11.87 309 | 2.61 183 | 0.45 427 | 0.78 393 | 0.08 361 | 0.42 507 | 1.09 506 | 0.88 207 |
|
| 111111 |  | 2.79 93 | 1.16 98 | 4.90 82 | 4.16 172 | 4.50 453 | 3.40 74 | 0.22 46 | 9.37 151 | 4.11 106 | 2.47 90 | 4.41 104 | 2.27 113 | 2.02 103 | 9.21 197 | 1.37 65 | 0.01 7 | 0.79 395 | 0.08 361 | 0.01 135 | 0.14 159 | 1.19 311 |
|
| PAM |  | 7.81 372 | 1.90 268 | 15.85 515 | 6.14 345 | 2.58 326 | 17.79 518 | 4.51 391 | 16.29 299 | 8.05 210 | 16.48 391 | 9.10 211 | 25.01 526 | 11.39 418 | 12.89 366 | 3.54 250 | 0.05 131 | 0.79 395 | 0.08 361 | 0.83 558 | 0.62 430 | 2.23 503 |
|
| raftrobust |  | 5.94 278 | 2.07 318 | 6.94 199 | 7.67 464 | 6.24 551 | 4.96 185 | 1.82 248 | 17.76 334 | 14.36 318 | 12.03 293 | 11.62 260 | 7.74 264 | 9.01 377 | 11.29 275 | 3.71 257 | 0.05 131 | 0.79 395 | 0.00 1 | 0.04 210 | 0.25 231 | 0.38 82 |
|
| TRStereo |  | 6.64 314 | 6.95 568 | 12.06 441 | 9.69 530 | 7.59 583 | 5.12 194 | 1.68 214 | 20.72 387 | 12.34 284 | 10.93 285 | 9.07 210 | 10.57 310 | 3.16 148 | 14.33 423 | 4.23 284 | 0.60 466 | 0.80 398 | 0.14 428 | 0.37 482 | 0.56 408 | 1.86 427 |
|
| aanet-new-90k |  | 2.84 98 | 1.71 213 | 11.52 419 | 3.30 93 | 1.85 251 | 3.10 59 | 1.39 150 | 7.41 83 | 2.73 41 | 1.13 7 | 3.43 72 | 0.92 49 | 4.97 248 | 9.58 216 | 1.26 53 | 0.06 168 | 0.81 399 | 0.00 1 | 0.07 250 | 0.09 112 | 1.51 376 |
|
| Zero-FE251 |  | 3.09 117 | 1.71 213 | 6.29 157 | 4.81 226 | 2.16 285 | 7.18 318 | 0.73 87 | 8.50 118 | 3.56 82 | 5.39 199 | 2.58 54 | 5.37 200 | 4.09 186 | 4.80 69 | 1.73 112 | 0.49 436 | 0.81 399 | 0.05 317 | 0.03 191 | 0.03 29 | 1.45 358 |
|
| MLG-Stereo |  | 1.73 24 | 0.78 25 | 3.87 36 | 3.09 68 | 1.06 123 | 3.04 55 | 0.16 37 | 7.00 69 | 2.55 35 | 1.24 10 | 0.19 7 | 1.50 69 | 0.65 37 | 7.55 135 | 0.86 9 | 0.11 255 | 0.81 399 | 0.00 1 | 0.03 191 | 0.03 29 | 0.19 35 |
|
| RAFT-Test |  | 6.19 297 | 1.47 166 | 7.90 252 | 4.91 240 | 2.70 332 | 9.97 361 | 1.52 180 | 17.08 320 | 9.06 238 | 13.21 321 | 23.67 417 | 12.89 356 | 4.63 224 | 9.47 213 | 3.57 251 | 0.02 40 | 0.81 399 | 0.00 1 | 0.38 492 | 0.21 210 | 0.39 84 |
|
| PSMNet-ADL |  | 10.30 452 | 2.32 388 | 7.83 247 | 9.69 530 | 4.44 447 | 16.04 481 | 4.16 379 | 27.57 480 | 25.08 458 | 15.16 357 | 19.04 345 | 25.28 528 | 13.63 469 | 16.49 478 | 15.33 515 | 0.86 516 | 0.81 399 | 0.01 227 | 0.04 210 | 0.33 287 | 1.81 414 |
|
| aanetorigin |  | 19.84 598 | 13.32 625 | 54.46 652 | 10.07 539 | 7.99 595 | 14.16 445 | 15.32 597 | 17.85 336 | 34.49 554 | 49.59 662 | 48.88 643 | 34.28 601 | 31.32 628 | 23.53 577 | 29.64 624 | 1.12 555 | 0.81 399 | 0.73 544 | 0.94 566 | 3.05 572 | 5.23 600 |
|
| Selective-IGEV-i32 |  | 3.46 148 | 1.32 139 | 5.92 134 | 4.55 206 | 2.25 293 | 4.64 144 | 2.07 274 | 11.51 206 | 5.80 146 | 3.20 124 | 4.75 119 | 5.45 203 | 1.78 94 | 11.24 271 | 2.37 163 | 0.05 131 | 0.82 405 | 0.00 1 | 0.20 355 | 0.10 121 | 1.17 305 |
|
| Selective-IGEV |  | 3.46 148 | 1.32 139 | 5.92 134 | 4.55 206 | 2.27 295 | 4.65 148 | 2.07 274 | 11.50 205 | 5.81 147 | 3.19 121 | 4.75 119 | 5.46 205 | 1.77 93 | 11.24 271 | 2.37 163 | 0.05 131 | 0.82 405 | 0.00 1 | 0.20 355 | 0.10 121 | 1.17 305 |
|
| PointNet |  | 1.79 28 | 0.75 19 | 3.56 22 | 2.49 17 | 0.42 21 | 2.63 37 | 0.19 42 | 6.10 34 | 4.03 101 | 2.22 75 | 1.08 30 | 2.69 131 | 0.28 7 | 5.08 79 | 1.46 91 | 0.19 327 | 0.83 407 | 0.00 1 | 0.04 210 | 0.02 5 | 1.65 392 |
|
| EDNetEfficient |  | 25.68 642 | 22.94 654 | 77.88 694 | 9.49 525 | 7.66 587 | 20.89 547 | 17.37 617 | 22.52 414 | 56.02 658 | 61.49 679 | 53.31 654 | 35.83 608 | 41.88 660 | 25.06 586 | 39.53 655 | 0.86 516 | 0.83 407 | 0.91 562 | 2.82 620 | 8.28 628 | 7.98 629 |
|
| IGEV-FE |  | 5.90 276 | 2.30 383 | 15.24 501 | 6.91 418 | 2.11 276 | 4.35 122 | 1.51 177 | 15.68 288 | 8.52 226 | 13.72 334 | 11.87 263 | 11.49 319 | 3.84 176 | 11.42 284 | 4.77 309 | 0.10 247 | 0.84 409 | 0.15 433 | 0.25 401 | 0.87 489 | 1.98 452 |
|
| asd |  | 2.40 60 | 0.92 47 | 4.93 85 | 2.96 56 | 2.30 300 | 3.95 97 | 0.35 55 | 7.56 89 | 2.81 45 | 3.69 138 | 2.96 65 | 0.54 30 | 2.23 115 | 8.72 172 | 1.25 50 | 0.70 488 | 0.84 409 | 0.00 1 | 0.13 292 | 0.12 143 | 0.93 229 |
|
| Occ-G |  | 4.14 195 | 1.50 178 | 5.89 130 | 3.82 143 | 1.88 253 | 3.75 87 | 6.51 455 | 8.68 124 | 6.38 170 | 4.81 176 | 8.44 204 | 9.56 295 | 4.31 195 | 10.00 228 | 4.16 277 | 0.05 131 | 0.84 409 | 0.00 1 | 0.19 350 | 0.23 220 | 1.71 401 |
|
| IGEV_Zeroshot_test |  | 5.90 276 | 2.30 383 | 15.24 501 | 6.90 417 | 2.11 276 | 4.35 122 | 1.51 177 | 15.68 288 | 8.52 226 | 13.73 335 | 11.89 264 | 11.49 319 | 3.82 174 | 11.41 283 | 4.76 308 | 0.11 255 | 0.84 409 | 0.15 433 | 0.25 401 | 0.87 489 | 1.98 452 |
|
| CFNet_ucs |  | 10.56 467 | 2.15 344 | 12.88 458 | 5.55 289 | 4.11 424 | 15.24 467 | 3.93 371 | 28.55 490 | 32.41 532 | 18.70 451 | 24.95 429 | 22.99 498 | 9.66 390 | 14.22 419 | 8.13 407 | 0.29 372 | 0.84 409 | 1.63 593 | 0.23 376 | 3.43 586 | 1.31 330 |
|
| iRaft-Stereo_20w |  | 6.75 319 | 2.17 353 | 13.20 467 | 5.07 251 | 2.34 305 | 7.43 327 | 2.61 312 | 20.20 383 | 7.85 204 | 15.28 360 | 10.36 236 | 14.42 382 | 8.13 358 | 16.81 487 | 4.20 280 | 0.06 168 | 0.84 409 | 0.13 420 | 0.83 558 | 0.66 445 | 2.42 525 |
|
| MDST_ROB |  | 18.99 590 | 3.23 477 | 15.81 514 | 14.15 610 | 6.98 572 | 44.89 659 | 16.81 610 | 43.19 646 | 42.83 606 | 43.71 652 | 43.84 623 | 28.79 551 | 19.02 553 | 30.64 615 | 18.70 546 | 1.84 586 | 0.84 409 | 0.69 542 | 0.47 519 | 0.71 456 | 2.61 537 |
|
| AIO-Stereo |   | 3.32 132 | 1.49 175 | 5.67 121 | 5.06 249 | 1.51 198 | 4.67 151 | 1.71 231 | 10.31 173 | 5.90 158 | 3.02 116 | 4.90 131 | 5.32 198 | 0.80 44 | 10.66 246 | 1.88 122 | 0.06 168 | 0.85 416 | 0.00 1 | 0.70 552 | 0.14 159 | 1.78 411 |
|
| MGA |  | 1.79 28 | 0.91 45 | 4.09 42 | 2.73 35 | 1.60 207 | 3.94 95 | 0.84 98 | 5.19 14 | 3.57 83 | 1.75 45 | 1.56 41 | 1.40 65 | 0.19 4 | 4.92 76 | 1.19 45 | 0.04 95 | 0.86 417 | 0.00 1 | 0.03 191 | 0.06 77 | 0.95 241 |
|
| MSE-Stereo |  | 1.77 27 | 0.91 45 | 4.27 48 | 2.73 35 | 1.36 166 | 3.24 66 | 0.67 80 | 5.70 27 | 3.59 84 | 1.75 45 | 0.95 28 | 1.66 77 | 0.35 12 | 4.92 76 | 1.19 45 | 0.04 95 | 0.86 417 | 0.00 1 | 0.18 341 | 0.06 77 | 1.08 282 |
|
| Sa-1000 |  | 8.91 408 | 2.10 324 | 9.11 293 | 8.07 485 | 1.16 134 | 16.62 503 | 2.39 297 | 25.58 450 | 25.43 466 | 15.52 369 | 28.24 467 | 12.19 338 | 8.67 369 | 16.40 475 | 3.70 255 | 0.39 405 | 0.86 417 | 0.16 442 | 0.23 376 | 0.48 377 | 0.89 212 |
|
| anonymousdsp |  | 3.97 184 | 2.10 324 | 6.76 194 | 4.43 202 | 1.82 248 | 4.92 179 | 1.68 214 | 14.84 276 | 5.82 148 | 5.26 196 | 5.54 155 | 4.20 168 | 4.37 201 | 11.54 296 | 2.68 189 | 0.04 95 | 0.87 420 | 0.00 1 | 0.18 341 | 0.36 313 | 1.98 452 |
|
| NVstereo2D |  | 15.77 557 | 4.01 510 | 17.73 535 | 9.96 536 | 8.10 600 | 30.36 612 | 9.52 521 | 43.10 645 | 43.12 608 | 15.45 365 | 28.03 463 | 23.46 504 | 16.84 524 | 24.62 582 | 17.06 532 | 3.35 614 | 0.87 420 | 1.76 595 | 1.13 585 | 7.76 625 | 9.19 640 |
|
| DN |  | 4.32 209 | 1.32 139 | 5.99 137 | 5.19 263 | 4.22 430 | 6.44 292 | 0.70 85 | 12.53 218 | 11.81 281 | 4.39 158 | 6.17 173 | 9.92 300 | 2.23 115 | 7.88 149 | 2.94 211 | 0.30 375 | 0.88 422 | 0.32 505 | 0.32 451 | 0.33 287 | 2.47 531 |
|
| FoundationStereo |  | 1.56 14 | 0.84 36 | 3.56 22 | 3.37 103 | 1.49 192 | 2.27 30 | 0.59 77 | 3.96 6 | 2.27 25 | 2.10 66 | 0.11 1 | 2.58 124 | 2.83 138 | 2.97 18 | 1.00 24 | 0.04 95 | 0.88 422 | 0.00 1 | 0.00 1 | 0.02 5 | 0.34 66 |
|
| StereoAnything_RVC |  | 2.80 94 | 12.35 620 | 6.48 181 | 2.89 52 | 1.06 123 | 1.47 12 | 0.17 40 | 5.24 16 | 2.04 19 | 1.29 15 | 0.35 10 | 0.29 11 | 3.53 162 | 8.37 167 | 1.01 26 | 0.05 131 | 0.88 422 | 0.00 1 | 0.00 1 | 6.93 619 | 1.66 395 |
|
| IGEV-Stereo |   | 3.97 184 | 2.10 324 | 6.78 196 | 4.43 202 | 1.81 245 | 4.92 179 | 1.68 214 | 14.84 276 | 5.82 148 | 5.25 195 | 5.54 155 | 4.22 170 | 4.36 197 | 11.55 297 | 2.68 189 | 0.04 95 | 0.88 422 | 0.00 1 | 0.18 341 | 0.36 313 | 1.98 452 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| GwcNet |   | 17.31 568 | 6.61 567 | 23.02 583 | 10.83 566 | 8.63 607 | 29.48 610 | 10.80 546 | 39.37 625 | 45.73 620 | 24.16 543 | 37.85 583 | 31.50 571 | 21.81 580 | 21.37 561 | 27.25 607 | 0.81 507 | 0.88 422 | 0.57 533 | 0.46 513 | 1.54 533 | 3.61 572 |
|
| EGLCR-Stereo |  | 3.41 143 | 1.28 131 | 6.47 176 | 4.22 183 | 1.36 166 | 5.18 199 | 1.24 129 | 11.58 209 | 5.47 138 | 3.80 142 | 3.40 71 | 8.10 273 | 1.69 89 | 9.53 215 | 2.23 150 | 0.09 229 | 0.89 427 | 0.01 227 | 0.00 1 | 0.24 227 | 1.42 353 |
|
| CAR |  | 1.84 35 | 0.94 50 | 4.27 48 | 2.71 33 | 1.36 166 | 3.24 66 | 0.67 80 | 5.70 27 | 3.59 84 | 2.60 94 | 0.95 28 | 1.66 77 | 0.35 12 | 5.25 83 | 1.28 56 | 0.04 95 | 0.90 428 | 0.00 1 | 0.18 341 | 0.06 77 | 1.08 282 |
|
| zero-FE |  | 3.32 132 | 1.18 105 | 5.60 119 | 4.69 217 | 4.43 446 | 3.21 65 | 1.46 163 | 6.93 65 | 2.47 32 | 1.50 27 | 2.64 55 | 1.71 80 | 4.81 236 | 6.47 107 | 3.42 243 | 0.59 462 | 0.90 428 | 0.00 1 | 0.28 426 | 13.31 651 | 0.77 182 |
|
| AdaDepth |  | 2.53 67 | 1.09 83 | 6.44 171 | 3.77 138 | 3.11 369 | 3.50 82 | 0.68 83 | 5.77 29 | 3.85 91 | 2.06 65 | 3.46 73 | 0.52 28 | 1.57 80 | 11.34 280 | 1.39 72 | 0.04 95 | 0.91 430 | 0.00 1 | 0.22 365 | 0.05 64 | 0.78 185 |
|
| XPNet_ROB |  | 18.03 581 | 6.06 558 | 18.19 541 | 11.68 583 | 6.83 566 | 21.23 550 | 16.93 611 | 36.66 604 | 39.82 590 | 32.51 615 | 42.05 611 | 41.04 633 | 25.77 596 | 25.72 588 | 28.80 618 | 1.67 584 | 0.91 430 | 0.79 549 | 0.27 421 | 1.24 515 | 2.38 522 |
|
| DF |  | 3.81 172 | 1.42 154 | 7.60 236 | 4.89 234 | 1.40 173 | 4.85 168 | 1.65 204 | 8.59 123 | 5.11 128 | 4.46 163 | 9.51 221 | 10.18 303 | 1.47 79 | 10.09 233 | 3.22 230 | 0.03 73 | 0.92 432 | 0.00 1 | 0.32 451 | 0.07 88 | 0.50 118 |
|
| DDF-Stereo |  | 3.46 148 | 1.20 111 | 5.41 111 | 5.11 257 | 4.42 445 | 3.37 72 | 1.47 165 | 6.01 33 | 2.40 30 | 1.25 12 | 2.68 56 | 1.67 79 | 4.52 213 | 8.23 165 | 3.48 245 | 0.58 456 | 0.92 432 | 0.00 1 | 0.29 433 | 15.46 657 | 0.74 175 |
|
| MM-Stereo_test3 |  | 6.01 288 | 1.69 210 | 6.25 154 | 6.36 366 | 5.46 507 | 4.64 144 | 6.31 448 | 20.05 379 | 24.24 450 | 8.85 257 | 11.38 256 | 7.22 247 | 2.79 137 | 9.11 192 | 3.08 221 | 0.11 255 | 0.92 432 | 0.00 1 | 0.02 174 | 0.54 403 | 1.11 293 |
|
| zh-sn7 |  | 23.82 630 | 16.94 636 | 52.41 650 | 14.57 615 | 8.11 601 | 26.98 596 | 24.39 653 | 37.04 607 | 49.49 634 | 34.43 627 | 52.44 651 | 33.79 594 | 35.37 640 | 40.92 657 | 39.03 653 | 0.86 516 | 0.93 435 | 0.55 530 | 0.40 503 | 3.27 583 | 4.37 585 |
|
| ADCL |  | 22.44 620 | 7.79 579 | 49.20 647 | 10.61 560 | 7.28 578 | 40.40 653 | 21.03 636 | 32.07 544 | 55.07 651 | 28.53 586 | 48.73 641 | 31.68 573 | 31.69 629 | 34.04 624 | 38.38 648 | 1.22 565 | 0.93 435 | 2.65 613 | 1.89 609 | 2.65 564 | 2.94 556 |
|
| DRN-Test |  | 16.60 563 | 4.76 531 | 16.90 527 | 10.75 562 | 8.16 602 | 29.42 609 | 14.37 587 | 43.26 647 | 39.35 587 | 28.93 590 | 35.46 566 | 29.03 552 | 20.11 566 | 20.78 546 | 24.51 586 | 0.94 531 | 0.93 435 | 0.46 520 | 0.35 470 | 1.42 526 | 2.12 490 |
|
| Selective-IGEV-i16pc |  | 10.31 453 | 2.09 321 | 16.09 517 | 6.24 356 | 1.71 229 | 36.66 638 | 11.25 555 | 20.25 384 | 27.75 491 | 10.40 273 | 21.87 395 | 15.56 401 | 6.93 334 | 14.75 442 | 8.45 416 | 2.59 601 | 0.94 438 | 0.26 483 | 0.53 531 | 0.78 471 | 1.08 282 |
|
| test_sample6 |  | 10.49 461 | 2.24 367 | 11.49 417 | 5.91 332 | 2.48 313 | 16.12 487 | 6.37 453 | 28.98 496 | 22.48 427 | 20.28 477 | 34.11 555 | 17.08 422 | 13.28 460 | 14.57 433 | 10.61 462 | 0.32 380 | 0.95 439 | 0.10 385 | 0.19 350 | 0.59 419 | 1.61 387 |
|
| qwe |  | 2.64 80 | 0.97 56 | 4.85 81 | 3.09 68 | 2.86 348 | 4.53 137 | 0.28 51 | 7.28 81 | 3.06 51 | 5.38 198 | 4.85 124 | 0.57 31 | 0.88 48 | 9.13 194 | 2.39 167 | 0.42 418 | 0.96 440 | 0.00 1 | 0.30 444 | 0.12 143 | 0.90 215 |
|
| 3.75w |  | 2.66 83 | 1.12 91 | 4.96 88 | 2.92 54 | 3.25 378 | 7.95 341 | 1.38 147 | 6.44 45 | 3.16 60 | 3.38 130 | 4.87 125 | 0.33 15 | 2.71 134 | 6.99 115 | 1.28 56 | 0.36 394 | 0.96 440 | 0.00 1 | 0.14 305 | 0.10 121 | 0.89 212 |
|
| UGAM-zero |  | 7.48 353 | 1.91 273 | 14.55 487 | 4.78 222 | 2.00 267 | 6.34 285 | 1.02 112 | 18.99 355 | 8.70 231 | 14.93 354 | 15.74 303 | 24.94 524 | 13.86 476 | 13.13 383 | 5.05 316 | 0.04 95 | 0.96 440 | 0.02 265 | 1.08 584 | 0.18 197 | 1.46 361 |
|
| test_sample3 |  | 9.46 422 | 2.24 367 | 11.38 413 | 5.72 315 | 2.79 343 | 18.29 526 | 5.20 414 | 27.54 479 | 21.43 410 | 18.03 438 | 21.98 401 | 16.47 413 | 11.22 412 | 13.58 402 | 9.99 450 | 0.24 350 | 0.96 440 | 0.05 317 | 0.17 328 | 0.47 375 | 1.39 344 |
|
| 3.25w_new |  | 2.57 75 | 1.05 71 | 5.06 93 | 2.75 39 | 1.49 192 | 5.86 251 | 1.15 118 | 7.21 78 | 3.61 86 | 4.57 167 | 3.97 91 | 0.64 34 | 2.42 126 | 7.83 145 | 1.41 80 | 0.07 200 | 0.97 444 | 0.00 1 | 0.23 376 | 0.08 100 | 0.95 241 |
|
| 3.25w |  | 2.57 75 | 1.05 71 | 5.06 93 | 2.75 39 | 1.49 192 | 5.87 252 | 1.15 118 | 7.21 78 | 3.61 86 | 4.57 167 | 3.97 91 | 0.64 34 | 2.42 126 | 7.82 143 | 1.41 80 | 0.07 200 | 0.97 444 | 0.00 1 | 0.23 376 | 0.08 100 | 0.95 241 |
|
| test_sample4 |  | 9.81 432 | 2.27 377 | 11.39 414 | 5.70 314 | 2.74 333 | 17.40 514 | 5.20 414 | 28.01 485 | 21.50 412 | 18.70 451 | 28.46 469 | 14.96 389 | 12.86 452 | 13.80 412 | 9.68 446 | 0.24 350 | 0.97 444 | 0.06 333 | 0.16 323 | 0.51 391 | 1.48 368 |
|
| Selective-RAFT |  | 6.10 291 | 1.16 98 | 10.90 397 | 7.41 449 | 0.91 98 | 15.22 466 | 1.11 117 | 14.84 276 | 16.23 343 | 7.19 233 | 7.06 186 | 11.49 319 | 8.10 357 | 12.83 363 | 5.19 323 | 0.26 361 | 0.97 444 | 0.00 1 | 0.46 513 | 0.10 121 | 0.65 149 |
|
| monster-pro |  | 2.07 44 | 0.90 39 | 4.81 76 | 2.70 28 | 1.72 231 | 5.99 260 | 0.13 28 | 6.67 56 | 3.14 55 | 1.50 27 | 2.25 50 | 0.33 15 | 0.37 16 | 7.29 126 | 1.29 58 | 0.01 7 | 0.98 448 | 0.00 1 | 0.38 492 | 0.02 5 | 1.01 261 |
|
| VIP-Stereo |  | 3.44 146 | 1.88 263 | 6.40 168 | 3.40 106 | 4.56 459 | 14.56 451 | 1.70 228 | 6.48 46 | 4.46 111 | 2.19 71 | 5.59 157 | 2.42 118 | 1.80 97 | 9.75 222 | 2.11 146 | 0.01 7 | 0.98 448 | 0.00 1 | 0.01 135 | 0.09 112 | 0.49 115 |
|
| MonStereo |  | 2.08 47 | 0.90 39 | 4.78 74 | 2.70 28 | 1.71 229 | 6.04 264 | 0.13 28 | 6.67 56 | 3.15 57 | 1.50 27 | 2.24 49 | 0.32 14 | 0.36 14 | 7.36 128 | 1.29 58 | 0.01 7 | 0.98 448 | 0.00 1 | 0.38 492 | 0.02 5 | 1.01 261 |
|
| Monster-pub-eth3d |  | 2.07 44 | 0.90 39 | 4.82 79 | 2.70 28 | 1.72 231 | 6.01 261 | 0.13 28 | 6.67 56 | 3.14 55 | 1.51 31 | 2.25 50 | 0.33 15 | 0.37 16 | 7.11 124 | 1.29 58 | 0.01 7 | 0.98 448 | 0.00 1 | 0.38 492 | 0.02 5 | 1.01 261 |
|
| 4w-stereo |  | 2.40 60 | 1.23 121 | 5.26 104 | 2.81 43 | 2.14 282 | 3.64 85 | 0.60 78 | 7.00 69 | 2.73 41 | 2.99 113 | 4.33 100 | 0.35 19 | 3.26 152 | 7.50 131 | 1.55 95 | 0.32 380 | 0.98 448 | 0.00 1 | 0.30 444 | 0.05 64 | 0.96 249 |
|
| monsters |  | 2.54 70 | 1.47 166 | 4.92 84 | 4.14 171 | 4.45 450 | 2.18 27 | 0.17 40 | 8.94 133 | 3.39 77 | 4.75 175 | 3.04 66 | 0.22 2 | 0.75 39 | 8.85 177 | 1.43 88 | 0.17 304 | 0.98 448 | 0.00 1 | 0.32 451 | 0.02 5 | 0.60 141 |
|
| SCV |  | 3.72 164 | 1.81 242 | 7.24 216 | 5.65 299 | 1.66 221 | 4.31 116 | 1.64 201 | 12.11 215 | 6.98 180 | 2.28 79 | 4.94 133 | 6.07 217 | 2.70 133 | 10.28 239 | 2.30 152 | 0.09 229 | 0.98 448 | 0.00 1 | 0.53 531 | 0.55 404 | 2.27 508 |
|
| MonSter |  | 2.06 43 | 0.90 39 | 4.81 76 | 2.70 28 | 1.72 231 | 6.01 261 | 0.13 28 | 6.67 56 | 3.15 57 | 1.51 31 | 2.25 50 | 0.33 15 | 0.36 14 | 7.02 117 | 1.29 58 | 0.01 7 | 0.98 448 | 0.00 1 | 0.38 492 | 0.02 5 | 1.01 261 |
|
| test_sample5 |  | 10.07 442 | 2.24 367 | 11.22 410 | 5.82 325 | 2.68 330 | 16.15 488 | 5.79 431 | 27.87 483 | 21.59 415 | 19.26 467 | 32.74 538 | 15.92 406 | 12.97 453 | 14.33 423 | 9.26 434 | 0.27 365 | 0.98 448 | 0.07 353 | 0.17 328 | 0.57 410 | 1.49 371 |
|
| ff7 |  | 3.92 179 | 2.12 332 | 7.30 221 | 4.22 183 | 1.47 181 | 4.90 174 | 1.65 204 | 14.40 262 | 5.82 148 | 5.08 189 | 5.59 157 | 3.45 146 | 4.61 219 | 11.48 287 | 2.76 196 | 0.04 95 | 0.98 448 | 0.00 1 | 0.17 328 | 0.35 301 | 1.98 452 |
|
| ffff |  | 3.92 179 | 2.12 332 | 7.30 221 | 4.22 183 | 1.47 181 | 4.90 174 | 1.65 204 | 14.40 262 | 5.82 148 | 5.08 189 | 5.59 157 | 3.45 146 | 4.61 219 | 11.48 287 | 2.76 196 | 0.04 95 | 0.98 448 | 0.00 1 | 0.17 328 | 0.35 301 | 1.98 452 |
|
| DualNet |  | 10.19 447 | 2.24 367 | 11.22 410 | 5.82 325 | 2.68 330 | 16.15 488 | 5.79 431 | 27.87 483 | 21.59 415 | 20.28 477 | 34.11 555 | 15.92 406 | 12.97 453 | 14.33 423 | 9.26 434 | 0.27 365 | 0.98 448 | 0.07 353 | 0.17 328 | 0.57 410 | 1.49 371 |
|
| 11t |  | 3.92 179 | 2.12 332 | 7.30 221 | 4.22 183 | 1.47 181 | 4.90 174 | 1.65 204 | 14.40 262 | 5.82 148 | 5.08 189 | 5.59 157 | 3.45 146 | 4.61 219 | 11.48 287 | 2.76 196 | 0.04 95 | 0.98 448 | 0.00 1 | 0.17 328 | 0.35 301 | 1.98 452 |
|
| RCA-Stereo |  | 5.58 247 | 1.26 126 | 6.71 191 | 4.85 228 | 0.80 84 | 5.51 221 | 3.97 374 | 17.56 333 | 19.40 393 | 8.45 249 | 14.11 286 | 8.73 280 | 8.70 371 | 6.88 112 | 2.77 202 | 0.05 131 | 0.98 448 | 0.11 407 | 0.00 1 | 0.14 159 | 0.61 142 |
|
| ccc-4 |  | 3.92 179 | 2.12 332 | 7.30 221 | 4.22 183 | 1.47 181 | 4.90 174 | 1.65 204 | 14.40 262 | 5.82 148 | 5.08 189 | 5.59 157 | 3.45 146 | 4.61 219 | 11.48 287 | 2.76 196 | 0.04 95 | 0.98 448 | 0.00 1 | 0.17 328 | 0.35 301 | 1.98 452 |
|
| GCAP-Stereo-DPT26K |  | 2.56 73 | 1.49 175 | 7.83 247 | 3.20 78 | 1.05 119 | 2.74 44 | 1.69 224 | 9.18 148 | 2.53 34 | 2.70 102 | 3.59 78 | 1.73 82 | 3.06 143 | 5.53 86 | 1.66 106 | 0.15 293 | 0.99 463 | 0.00 1 | 0.26 407 | 0.14 159 | 1.59 383 |
|
| GCAP-Stereo-DPT-22K |  | 2.84 98 | 1.13 93 | 5.48 115 | 4.01 155 | 3.72 396 | 3.33 70 | 1.40 152 | 8.58 122 | 3.90 96 | 2.56 93 | 7.82 198 | 3.41 144 | 5.01 249 | 2.48 9 | 1.12 39 | 0.02 40 | 0.99 463 | 0.00 1 | 0.50 525 | 0.12 143 | 1.11 293 |
|
| RT-IGEV |  | 11.29 483 | 1.98 289 | 13.89 475 | 6.68 397 | 2.74 333 | 23.76 567 | 14.86 595 | 30.79 522 | 25.77 471 | 22.30 521 | 20.26 363 | 24.90 522 | 14.02 482 | 13.76 411 | 5.65 342 | 0.19 327 | 0.99 463 | 0.05 317 | 0.73 554 | 0.53 395 | 1.88 430 |
|
| Wavelet-MonSter |  | 2.01 40 | 1.07 79 | 5.09 98 | 2.96 56 | 2.61 327 | 2.98 52 | 0.04 10 | 5.15 12 | 2.07 20 | 2.18 70 | 4.47 106 | 0.37 21 | 1.33 70 | 5.56 87 | 2.03 137 | 0.01 7 | 0.99 463 | 0.02 265 | 0.29 433 | 0.02 5 | 0.95 241 |
|
| 4.25_new |  | 2.28 53 | 1.01 62 | 4.72 71 | 3.33 96 | 2.74 333 | 4.30 113 | 2.29 288 | 6.42 40 | 3.33 72 | 2.35 81 | 3.76 83 | 0.26 4 | 2.35 120 | 4.64 61 | 1.40 75 | 0.63 474 | 0.99 463 | 0.00 1 | 0.26 407 | 0.03 29 | 0.74 175 |
|
| 4.5w_new |  | 2.28 53 | 1.01 62 | 4.72 71 | 3.33 96 | 2.74 333 | 4.30 113 | 2.29 288 | 6.42 40 | 3.33 72 | 2.35 81 | 3.76 83 | 0.26 4 | 2.35 120 | 4.64 61 | 1.40 75 | 0.63 474 | 0.99 463 | 0.00 1 | 0.26 407 | 0.03 29 | 0.74 175 |
|
| 4.25w-stereo |  | 2.28 53 | 1.01 62 | 4.72 71 | 3.33 96 | 2.74 333 | 4.31 116 | 2.30 292 | 6.42 40 | 3.33 72 | 2.35 81 | 3.76 83 | 0.26 4 | 2.35 120 | 4.64 61 | 1.40 75 | 0.63 474 | 0.99 463 | 0.00 1 | 0.26 407 | 0.03 29 | 0.74 175 |
|
| 2.75w_new |  | 2.45 64 | 1.02 67 | 5.11 99 | 2.65 22 | 1.60 207 | 3.48 78 | 2.22 287 | 6.17 35 | 3.29 71 | 5.05 188 | 4.14 97 | 0.30 12 | 2.34 119 | 6.69 110 | 2.71 191 | 0.06 168 | 0.99 463 | 0.00 1 | 0.28 426 | 0.03 29 | 0.85 197 |
|
| aanet-new-36k |  | 2.87 103 | 1.75 226 | 7.21 215 | 3.57 118 | 0.57 45 | 5.21 202 | 1.18 122 | 8.42 115 | 2.58 36 | 1.80 50 | 4.49 107 | 1.58 74 | 6.34 304 | 9.10 191 | 1.42 83 | 0.02 40 | 1.00 471 | 0.02 265 | 0.00 1 | 0.07 88 | 0.98 255 |
|
| Selective-IGEV-i16pb |  | 12.75 517 | 2.16 349 | 18.89 550 | 7.00 425 | 2.16 285 | 35.35 634 | 10.60 542 | 32.86 554 | 36.33 570 | 14.92 352 | 26.97 453 | 19.40 463 | 10.85 402 | 16.60 485 | 13.23 501 | 2.56 600 | 1.00 471 | 0.51 526 | 0.95 571 | 1.16 510 | 1.45 358 |
|
| FE-Mocha |  | 4.97 231 | 2.28 378 | 10.93 398 | 5.13 260 | 2.55 320 | 4.77 162 | 0.79 93 | 14.50 269 | 5.84 155 | 13.74 336 | 11.07 252 | 12.61 343 | 3.39 155 | 6.44 106 | 2.76 196 | 0.10 247 | 1.00 471 | 0.15 433 | 0.39 502 | 0.14 159 | 0.93 229 |
|
| 2.25w |  | 2.72 88 | 1.05 71 | 6.11 142 | 3.00 61 | 1.81 245 | 3.48 78 | 0.41 58 | 6.68 62 | 2.83 48 | 4.84 179 | 6.79 181 | 0.37 21 | 2.42 126 | 9.01 184 | 3.30 235 | 0.22 343 | 1.00 471 | 0.00 1 | 0.30 444 | 0.02 5 | 0.81 188 |
|
| AIO-Stereo-zeroshot1 |   | 8.37 385 | 4.16 515 | 20.63 567 | 5.82 325 | 11.79 633 | 6.40 290 | 2.02 273 | 20.82 393 | 8.03 208 | 14.52 346 | 21.38 383 | 17.44 433 | 5.83 286 | 14.43 430 | 5.13 322 | 0.06 168 | 1.00 471 | 0.05 317 | 1.81 608 | 2.44 563 | 3.62 574 |
|
| anonymousdsp2 |  | 6.47 308 | 1.81 242 | 9.73 331 | 5.25 269 | 1.23 148 | 9.35 360 | 3.96 372 | 22.51 413 | 18.39 373 | 12.87 314 | 10.19 232 | 10.17 302 | 4.46 208 | 11.77 302 | 3.83 263 | 0.06 168 | 1.00 471 | 0.31 503 | 0.18 341 | 0.25 231 | 2.06 479 |
|
| WQFJA1++ |  | 2.85 100 | 0.75 19 | 5.28 106 | 3.42 107 | 2.42 309 | 4.30 113 | 0.29 53 | 7.68 95 | 2.78 44 | 3.98 145 | 2.72 58 | 0.69 41 | 1.60 83 | 7.66 140 | 1.42 83 | 0.41 412 | 1.01 477 | 0.01 227 | 0.40 503 | 9.39 633 | 0.78 185 |
|
| GASTEREO |  | 3.69 162 | 2.44 416 | 6.32 158 | 5.26 270 | 1.76 239 | 5.46 218 | 1.44 156 | 9.55 158 | 5.71 142 | 5.61 205 | 6.96 184 | 1.61 76 | 6.99 335 | 8.15 155 | 1.89 123 | 0.10 247 | 1.01 477 | 0.00 1 | 1.07 582 | 0.17 190 | 2.30 513 |
|
| MSCF |  | 3.53 156 | 2.33 391 | 6.43 170 | 4.97 243 | 1.76 239 | 5.30 211 | 1.43 153 | 9.49 157 | 5.37 134 | 5.50 204 | 6.46 178 | 1.79 89 | 6.92 333 | 6.16 98 | 1.85 118 | 0.11 255 | 1.01 477 | 0.00 1 | 1.07 582 | 0.27 253 | 2.30 513 |
|
| asda |  | 2.30 56 | 1.05 71 | 5.07 97 | 3.16 75 | 1.97 264 | 3.28 68 | 0.84 98 | 6.58 52 | 3.63 88 | 2.65 97 | 3.26 69 | 0.65 36 | 2.93 140 | 6.05 95 | 1.83 116 | 0.70 488 | 1.01 477 | 0.00 1 | 0.27 421 | 0.10 121 | 0.86 200 |
|
| 4.5_new |  | 2.16 50 | 0.96 51 | 4.43 58 | 2.83 45 | 1.93 259 | 5.59 234 | 1.24 129 | 6.25 36 | 2.81 45 | 4.41 159 | 3.54 76 | 0.46 25 | 0.96 53 | 3.70 36 | 1.41 80 | 0.33 383 | 1.01 477 | 0.00 1 | 0.21 362 | 0.11 136 | 1.11 293 |
|
| 4.5w-stereo |  | 2.16 50 | 0.96 51 | 4.43 58 | 2.83 45 | 1.93 259 | 5.59 234 | 1.25 133 | 6.25 36 | 2.81 45 | 4.41 159 | 3.53 75 | 0.46 25 | 0.96 53 | 3.70 36 | 1.42 83 | 0.33 383 | 1.01 477 | 0.00 1 | 0.21 362 | 0.11 136 | 1.11 293 |
|
| ISRNet |  | 12.68 515 | 2.57 431 | 19.05 551 | 13.05 604 | 6.24 551 | 7.30 320 | 2.84 326 | 29.80 510 | 32.13 530 | 23.26 532 | 35.61 567 | 24.75 517 | 16.48 520 | 15.81 461 | 14.55 510 | 0.85 513 | 1.01 477 | 2.29 604 | 0.55 538 | 1.08 505 | 4.43 586 |
|
| model_zeroshot |  | 5.85 269 | 1.91 273 | 10.98 400 | 6.34 365 | 2.55 320 | 10.42 374 | 2.38 296 | 17.38 328 | 9.39 242 | 14.72 350 | 10.36 236 | 11.21 317 | 2.93 140 | 8.95 182 | 3.57 251 | 0.14 282 | 1.01 477 | 0.15 433 | 0.38 492 | 0.08 100 | 2.15 496 |
|
| AIO-Stereo-zeroshot |   | 7.75 369 | 3.47 492 | 14.99 497 | 5.34 275 | 7.99 595 | 7.13 317 | 0.96 107 | 23.20 426 | 10.00 255 | 11.29 287 | 17.31 320 | 18.44 452 | 9.03 378 | 13.19 385 | 5.77 346 | 0.06 168 | 1.01 477 | 0.12 412 | 1.51 600 | 1.49 529 | 2.74 546 |
|
| aanet-new-32k |  | 2.65 81 | 1.89 266 | 7.06 204 | 3.33 96 | 2.10 273 | 5.72 242 | 1.68 214 | 8.13 105 | 1.82 12 | 2.01 62 | 4.36 102 | 2.64 128 | 5.98 290 | 3.22 24 | 0.98 19 | 0.02 40 | 1.02 486 | 0.00 1 | 0.00 1 | 0.09 112 | 0.97 250 |
|
| aanet-new-30k |  | 2.65 81 | 1.89 266 | 7.05 203 | 3.33 96 | 2.10 273 | 5.72 242 | 1.68 214 | 8.13 105 | 1.82 12 | 2.01 62 | 4.36 102 | 2.64 128 | 5.98 290 | 3.22 24 | 0.98 19 | 0.02 40 | 1.02 486 | 0.00 1 | 0.00 1 | 0.09 112 | 0.97 250 |
|
| GSStereo |  | 2.68 86 | 1.24 122 | 4.35 53 | 4.97 243 | 1.65 219 | 4.29 111 | 1.45 158 | 9.98 167 | 5.42 136 | 3.09 118 | 2.76 61 | 1.86 95 | 2.22 111 | 3.97 44 | 1.97 127 | 0.06 168 | 1.02 486 | 0.00 1 | 0.86 562 | 0.25 231 | 2.14 493 |
|
| GS-Stereo |  | | | | | | | 1.45 158 | 9.98 167 | 5.42 136 | 3.09 118 | 2.76 61 | 1.86 95 | 2.22 111 | 3.97 44 | 1.97 127 | 0.06 168 | 1.02 486 | 0.00 1 | 0.86 562 | 0.25 231 | 2.14 493 |
|
| 3w_stereo |  | 2.85 100 | 1.08 81 | 6.84 197 | 3.00 61 | 0.62 52 | 5.35 216 | 6.31 448 | 7.70 97 | 3.87 95 | 4.12 151 | 5.00 136 | 0.30 12 | 4.15 189 | 4.87 74 | 1.71 111 | 0.00 1 | 1.02 486 | 0.00 1 | 0.24 386 | 0.03 29 | 0.87 206 |
|
| fffy |  | 3.69 162 | 1.76 229 | 7.01 201 | 4.25 193 | 1.49 192 | 4.74 160 | 1.69 224 | 10.96 192 | 7.10 181 | 2.90 110 | 6.29 174 | 6.27 227 | 3.10 145 | 10.41 243 | 2.09 143 | 0.01 7 | 1.02 486 | 0.00 1 | 0.00 1 | 0.37 319 | 2.28 510 |
|
| pcwnet_v2 |  | 12.68 515 | 2.30 383 | 18.36 543 | 8.32 493 | 5.74 523 | 17.73 517 | 4.77 401 | 36.75 605 | 46.28 625 | 20.98 498 | 29.07 477 | 16.62 415 | 13.52 463 | 16.56 480 | 10.30 454 | 0.55 452 | 1.02 486 | 0.34 508 | 0.24 386 | 2.10 552 | 2.11 489 |
|
| AIO_test |  | 3.09 117 | 1.33 142 | 5.84 125 | 4.60 212 | 3.35 381 | 5.26 206 | 2.32 293 | 9.12 146 | 5.01 125 | 1.93 55 | 4.76 121 | 4.23 171 | 1.35 72 | 7.85 148 | 1.18 44 | 0.92 526 | 1.03 493 | 0.00 1 | 0.29 433 | 0.07 88 | 1.30 328 |
|
| AEACV |  | 3.74 167 | 1.42 154 | 6.45 173 | 5.61 293 | 6.24 551 | 4.69 152 | 1.54 183 | 7.61 93 | 7.19 182 | 3.59 136 | 7.87 201 | 4.20 168 | 6.43 310 | 6.07 96 | 1.96 126 | 0.03 73 | 1.03 493 | 0.04 306 | 0.54 534 | 0.23 220 | 2.12 490 |
|
| MM-Stereo_test2 |  | 4.38 211 | 1.62 192 | 7.85 249 | 5.85 329 | 1.12 128 | 7.07 316 | 2.18 282 | 15.22 281 | 8.69 230 | 7.23 236 | 5.26 148 | 4.83 187 | 3.75 169 | 10.87 254 | 2.40 168 | 0.03 73 | 1.04 495 | 0.00 1 | 0.14 305 | 0.41 346 | 2.02 468 |
|
| PSi22a |  | 1.32 5 | 0.64 3 | 2.10 1 | 2.87 50 | 0.95 109 | 1.10 4 | 0.09 18 | 5.67 25 | 1.53 7 | 0.89 4 | 0.11 1 | 2.93 135 | 1.04 56 | 2.41 7 | 1.15 41 | 0.02 40 | 1.05 496 | 0.00 1 | 0.10 277 | 0.03 29 | 1.77 409 |
|
| Foundation-i1b |  | 3.38 138 | 0.76 22 | 4.10 43 | 2.71 33 | 1.29 161 | 5.97 258 | 4.62 395 | 10.54 179 | 4.48 112 | 5.33 197 | 3.60 79 | 7.33 252 | 5.34 262 | 7.29 126 | 1.37 65 | 0.05 131 | 1.05 496 | 0.00 1 | 0.00 1 | 0.04 52 | 1.69 399 |
|
| RP |  | 18.36 583 | 5.94 555 | 17.54 533 | 15.95 628 | 12.33 639 | 21.55 553 | 12.66 575 | 28.65 491 | 45.65 619 | 23.78 540 | 42.55 614 | 39.77 625 | 29.54 618 | 26.72 595 | 23.58 578 | 6.14 636 | 1.05 496 | 4.38 625 | 1.77 605 | 3.90 594 | 3.82 580 |
|
| DNS |  | 3.92 179 | 1.14 96 | 7.24 216 | 5.21 266 | 2.29 299 | 6.58 302 | 0.23 47 | 10.73 187 | 6.77 177 | 6.66 222 | 5.90 170 | 9.62 296 | 3.05 142 | 4.39 58 | 3.03 216 | 1.11 553 | 1.06 499 | 0.00 1 | 0.44 510 | 0.73 459 | 2.15 496 |
|
| Foundation-i1c-attn |  | 3.23 127 | 0.75 19 | 3.94 38 | 3.03 63 | 1.27 157 | 5.29 210 | 4.34 385 | 9.85 163 | 4.74 117 | 4.57 167 | 4.01 94 | 6.52 234 | 4.81 236 | 7.18 125 | 1.38 69 | 0.06 168 | 1.06 499 | 0.00 1 | 0.00 1 | 0.03 29 | 1.88 430 |
|
| aanet-new-28k |  | 2.54 70 | 1.71 213 | 9.46 319 | 3.43 109 | 0.78 79 | 4.40 125 | 1.75 240 | 7.14 75 | 3.11 53 | 2.02 64 | 4.61 115 | 1.55 72 | 4.60 215 | 2.61 11 | 1.30 62 | 0.00 1 | 1.07 501 | 0.00 1 | 0.29 433 | 0.11 136 | 0.91 220 |
|
| aanet-new-22k |  | 2.81 95 | 1.78 233 | 7.32 226 | 3.89 147 | 0.79 82 | 4.34 120 | 1.93 264 | 9.22 149 | 5.40 135 | 2.21 74 | 4.89 129 | 1.55 72 | 4.87 239 | 4.13 50 | 1.48 93 | 0.01 7 | 1.07 501 | 0.01 227 | 0.04 210 | 0.14 159 | 1.22 315 |
|
| 2.5w |  | 2.47 65 | 0.97 56 | 5.69 122 | 3.45 111 | 1.92 257 | 3.19 63 | 2.18 282 | 6.67 56 | 2.91 50 | 2.14 67 | 5.66 165 | 0.25 3 | 1.97 101 | 7.82 143 | 1.43 88 | 0.18 313 | 1.07 501 | 0.00 1 | 0.30 444 | 0.03 29 | 1.46 361 |
|
| Foundation-i32 |  | 1.39 6 | 0.64 3 | 3.17 6 | 2.97 60 | 1.09 125 | 1.34 9 | 0.08 13 | 4.94 8 | 1.57 9 | 1.48 26 | 0.62 17 | 3.43 145 | 0.29 11 | 2.28 5 | 0.92 14 | 0.03 73 | 1.08 504 | 0.03 288 | 0.00 1 | 0.03 29 | 1.84 421 |
|
| ToySt |  | 11.51 490 | 2.48 422 | 17.84 538 | 6.10 343 | 2.09 272 | 16.11 486 | 12.36 571 | 25.07 445 | 28.25 497 | 15.22 359 | 25.16 431 | 25.51 529 | 15.98 510 | 17.63 508 | 15.46 517 | 0.19 327 | 1.08 504 | 0.04 306 | 0.31 449 | 0.66 445 | 2.67 541 |
|
| Foundation-i1 |  | 4.02 188 | 0.77 24 | 3.58 26 | 3.90 149 | 3.92 410 | 6.13 271 | 4.35 386 | 13.36 245 | 6.24 165 | 6.62 221 | 6.36 175 | 8.41 277 | 4.76 233 | 6.99 115 | 2.10 145 | 0.04 95 | 1.09 506 | 0.00 1 | 0.01 135 | 0.03 29 | 1.65 392 |
|
| GEAStereo |  | 2.49 66 | 1.24 122 | 4.35 53 | 4.86 229 | 1.65 219 | 4.29 111 | 1.45 158 | 9.09 141 | 4.32 108 | 2.74 104 | 2.76 61 | 1.20 58 | 2.22 111 | 3.97 44 | 1.97 127 | 0.07 200 | 1.09 506 | 0.05 317 | 0.00 1 | 0.25 231 | 2.16 498 |
|
| gasm-f |  | 2.98 108 | 1.42 154 | 4.98 89 | 4.86 229 | 1.58 204 | 4.40 125 | 2.46 302 | 9.09 141 | 4.32 108 | 2.74 104 | 5.99 171 | 1.20 58 | 3.99 180 | 6.65 109 | 2.16 147 | 0.07 200 | 1.09 506 | 0.05 317 | 0.00 1 | 0.30 273 | 2.16 498 |
|
| Select-FE |  | 8.15 380 | 3.89 509 | 22.25 580 | 6.74 402 | 4.35 441 | 4.71 155 | 1.24 129 | 20.11 381 | 6.59 174 | 12.93 315 | 23.07 413 | 20.54 473 | 12.80 450 | 14.28 421 | 4.68 303 | 0.18 313 | 1.09 506 | 0.07 353 | 0.97 575 | 0.39 337 | 2.10 487 |
|
| SCV_C0 |  | 3.81 172 | 1.92 276 | 7.94 253 | 4.22 183 | 1.75 237 | 4.82 167 | 1.56 189 | 11.79 210 | 8.00 206 | 3.23 126 | 5.14 140 | 6.19 224 | 1.81 98 | 11.49 291 | 2.42 169 | 0.17 304 | 1.09 506 | 0.00 1 | 0.23 376 | 0.38 332 | 2.04 474 |
|
| WCG-NET |  | 4.15 197 | 1.44 164 | 6.47 176 | 3.48 112 | 0.31 5 | 4.36 124 | 1.74 236 | 8.24 108 | 15.53 333 | 8.94 262 | 9.64 222 | 6.87 241 | 4.12 188 | 7.42 129 | 2.86 208 | 0.02 40 | 1.09 506 | 0.00 1 | 0.00 1 | 0.21 210 | 0.28 50 |
|
| test-3 |  | 5.64 251 | 1.29 135 | 9.52 323 | 4.88 232 | 1.45 177 | 6.53 297 | 2.92 330 | 13.64 250 | 19.04 389 | 12.75 310 | 8.67 206 | 13.01 359 | 4.10 187 | 9.39 209 | 2.58 178 | 0.01 7 | 1.09 506 | 0.00 1 | 0.37 482 | 0.28 259 | 1.25 321 |
|
| test_1 |  | 5.63 250 | 1.29 135 | 9.52 323 | 4.90 239 | 1.45 177 | 6.51 296 | 2.93 332 | 13.65 252 | 19.05 390 | 12.58 299 | 8.67 206 | 13.02 360 | 4.07 185 | 9.39 209 | 2.58 178 | 0.01 7 | 1.09 506 | 0.00 1 | 0.38 492 | 0.28 259 | 1.26 322 |
|
| aanet-new-60k |  | 3.03 111 | 1.86 257 | 11.53 421 | 3.24 85 | 1.22 147 | 6.75 307 | 1.60 195 | 7.41 83 | 2.30 27 | 1.96 59 | 3.99 93 | 2.62 127 | 3.31 154 | 8.96 183 | 1.39 72 | 0.04 95 | 1.10 514 | 0.01 227 | 0.01 135 | 0.07 88 | 1.33 333 |
|
| AIO_rvc |  | 3.33 134 | 1.66 204 | 6.67 190 | 4.55 206 | 3.62 393 | 5.18 199 | 1.79 246 | 8.85 132 | 5.06 127 | 2.17 69 | 4.89 129 | 4.69 183 | 1.16 61 | 10.57 244 | 2.01 136 | 0.59 462 | 1.10 514 | 0.00 1 | 0.04 210 | 0.16 182 | 1.84 421 |
|
| ACV-stereo |  | 12.12 501 | 6.01 557 | 30.51 604 | 7.45 452 | 3.42 386 | 21.69 554 | 6.74 463 | 22.11 411 | 20.81 404 | 17.88 434 | 21.26 381 | 26.73 543 | 17.28 530 | 20.80 548 | 14.16 504 | 0.79 506 | 1.10 514 | 0.17 446 | 0.09 268 | 0.67 447 | 2.66 539 |
|
| raft_robust |  | 8.39 386 | 2.81 447 | 7.62 237 | 6.32 364 | 1.17 136 | 5.47 219 | 0.82 96 | 34.37 574 | 35.49 564 | 18.40 446 | 20.25 362 | 7.24 250 | 5.51 270 | 15.77 460 | 3.40 242 | 0.11 255 | 1.10 514 | 0.00 1 | 0.50 525 | 0.33 287 | 1.19 311 |
|
| test_3 |  | 5.97 282 | 1.26 126 | 9.95 341 | 6.84 412 | 1.45 177 | 8.73 350 | 3.18 340 | 14.26 259 | 19.86 395 | 12.22 295 | 8.91 208 | 13.78 373 | 3.99 180 | 9.38 208 | 2.58 178 | 0.01 7 | 1.10 514 | 0.00 1 | 0.37 482 | 0.30 273 | 1.20 313 |
|
| w-ln-seven-2 |  | 18.44 585 | 8.73 591 | 43.71 637 | 11.92 589 | 6.91 570 | 24.43 571 | 13.73 584 | 30.66 521 | 41.21 598 | 29.15 591 | 43.29 621 | 30.86 568 | 29.28 615 | 23.47 576 | 24.59 587 | 0.99 536 | 1.11 519 | 0.64 538 | 0.17 328 | 1.63 534 | 2.26 506 |
|
| monsterstereo |  | 2.74 89 | 1.26 126 | 5.23 103 | 4.64 214 | 4.44 447 | 1.81 18 | 0.08 13 | 6.52 48 | 5.70 141 | 3.84 144 | 7.47 191 | 0.27 7 | 0.37 16 | 9.33 204 | 1.51 94 | 0.05 131 | 1.11 519 | 0.00 1 | 0.35 470 | 0.03 29 | 0.75 179 |
|
| Foundation-i1a |  | 3.47 151 | 0.79 26 | 4.13 44 | 3.03 63 | 1.16 134 | 5.28 207 | 3.85 367 | 10.67 184 | 4.84 120 | 6.10 211 | 3.58 77 | 7.71 263 | 5.82 284 | 7.53 134 | 1.85 118 | 0.06 168 | 1.12 521 | 0.00 1 | 0.00 1 | 0.04 52 | 1.94 446 |
|
| RAFT |  | 9.07 413 | 2.76 444 | 10.38 368 | 8.89 511 | 1.24 151 | 13.48 433 | 8.19 503 | 17.14 321 | 17.29 364 | 23.01 529 | 19.34 353 | 20.06 471 | 11.13 409 | 17.79 510 | 6.43 373 | 0.09 229 | 1.12 521 | 0.28 493 | 0.02 174 | 0.79 474 | 1.94 446 |
|
| PSi22b |  | 1.40 7 | 0.67 6 | 2.51 3 | 2.82 44 | 0.98 112 | 1.19 7 | 0.12 27 | 5.67 25 | 1.53 7 | 0.86 2 | 0.12 3 | 3.81 160 | 0.59 31 | 3.08 22 | 0.93 17 | 0.03 73 | 1.13 523 | 0.00 1 | 0.00 1 | 0.03 29 | 1.85 426 |
|
| MM-Stereo_test1 |  | 5.41 240 | 1.55 184 | 6.52 182 | 5.96 335 | 1.09 125 | 4.88 170 | 6.82 466 | 14.32 260 | 12.83 291 | 13.28 323 | 10.54 240 | 5.88 214 | 6.54 313 | 11.72 299 | 2.75 194 | 0.18 313 | 1.13 523 | 0.00 1 | 0.02 174 | 0.48 377 | 1.73 403 |
|
| GCAP-Stereo |  | 4.26 204 | 2.26 376 | 8.78 278 | 5.09 253 | 1.45 177 | 5.66 238 | 1.08 114 | 13.30 242 | 8.20 215 | 8.93 261 | 10.09 231 | 6.61 235 | 3.52 160 | 5.14 80 | 3.20 227 | 0.02 40 | 1.13 523 | 0.06 333 | 0.00 1 | 0.32 280 | 0.39 84 |
|
| stereogan |  | 19.38 594 | 4.02 511 | 18.62 546 | 13.54 606 | 10.30 624 | 37.03 639 | 9.83 530 | 39.12 622 | 46.13 624 | 25.09 554 | 41.76 609 | 40.01 627 | 27.19 604 | 32.16 618 | 25.48 592 | 2.44 598 | 1.13 523 | 2.70 614 | 0.86 562 | 5.45 611 | 4.81 592 |
|
| PipStereo |  | 1.43 9 | 0.68 7 | 2.41 2 | 2.85 48 | 1.00 114 | 1.18 6 | 0.09 18 | 5.93 31 | 1.51 5 | 0.87 3 | 0.12 3 | 3.91 161 | 0.86 47 | 3.08 22 | 1.09 37 | 0.03 73 | 1.14 527 | 0.00 1 | 0.00 1 | 0.03 29 | 1.87 429 |
|
| Monster-pub-mixall |  | 2.13 49 | 0.98 58 | 4.13 44 | 2.74 38 | 0.99 113 | 2.50 34 | 0.53 72 | 6.96 67 | 3.27 68 | 3.25 127 | 3.80 86 | 0.40 23 | 0.48 22 | 9.26 201 | 1.12 39 | 0.02 40 | 1.14 527 | 0.01 227 | 0.18 341 | 0.04 52 | 0.70 166 |
|
| Replicate-Monster |  | 2.96 106 | 3.67 502 | 12.48 454 | 2.73 35 | 1.29 161 | 3.18 62 | 0.44 62 | 7.55 88 | 4.93 124 | 4.05 148 | 1.50 39 | 0.77 44 | 1.12 60 | 9.21 197 | 0.87 10 | 0.19 327 | 1.15 529 | 0.00 1 | 0.22 365 | 0.28 259 | 3.54 571 |
|
| test_sample2 |  | 8.68 398 | 1.84 254 | 9.64 328 | 5.53 285 | 2.43 311 | 13.92 440 | 8.00 497 | 21.09 397 | 16.82 360 | 14.92 352 | 22.73 408 | 19.44 464 | 13.75 471 | 12.99 369 | 6.85 381 | 0.15 293 | 1.15 529 | 0.07 353 | 0.20 355 | 0.35 301 | 1.78 411 |
|
| DCVSM-stereo |  | 10.23 448 | 2.16 349 | 12.54 456 | 6.23 353 | 3.65 394 | 12.01 405 | 3.56 360 | 19.41 366 | 23.18 432 | 24.08 542 | 19.88 358 | 29.55 554 | 18.82 548 | 14.49 431 | 10.42 458 | 0.25 357 | 1.17 531 | 0.28 493 | 0.06 240 | 0.82 482 | 2.07 480 |
|
| ffm |  | 8.89 407 | 2.34 394 | 12.99 462 | 6.28 358 | 3.81 402 | 12.43 410 | 7.47 486 | 19.77 374 | 16.80 357 | 16.64 398 | 32.03 525 | 17.29 425 | 11.78 427 | 11.11 264 | 2.34 158 | 0.05 131 | 1.17 531 | 0.80 551 | 0.37 482 | 0.29 267 | 2.07 480 |
|
| ff1 |  | 10.31 453 | 2.34 394 | 12.99 462 | 6.28 358 | 3.81 402 | 12.43 410 | 7.47 486 | 19.77 374 | 16.80 357 | 16.64 398 | 32.03 525 | 17.29 425 | 11.78 427 | 17.54 503 | 24.30 581 | 0.05 131 | 1.17 531 | 0.80 551 | 0.37 482 | 0.29 267 | 2.07 480 |
|
| tt1 |  | 5.74 256 | 2.52 425 | 6.54 183 | 6.89 416 | 0.86 93 | 10.31 373 | 4.08 378 | 19.77 374 | 16.80 357 | 7.17 231 | 9.02 209 | 4.71 184 | 8.97 376 | 11.11 264 | 2.34 158 | 0.05 131 | 1.17 531 | 0.00 1 | 0.04 210 | 0.29 267 | 2.07 480 |
|
| DA |  | 4.31 207 | 1.05 71 | 5.88 127 | 5.93 333 | 1.67 222 | 16.29 492 | 1.88 258 | 10.25 171 | 8.13 212 | 4.63 170 | 7.82 198 | 6.18 222 | 4.91 241 | 4.78 67 | 3.04 217 | 0.17 304 | 1.18 535 | 0.00 1 | 0.00 1 | 0.08 100 | 2.28 510 |
|
| GGEV |  | 4.31 207 | 1.05 71 | 5.88 127 | 5.93 333 | 1.67 222 | 16.29 492 | 1.88 258 | 10.25 171 | 8.13 212 | 4.63 170 | 7.82 198 | 6.18 222 | 4.91 241 | 4.78 67 | 3.04 217 | 0.17 304 | 1.18 535 | 0.00 1 | 0.00 1 | 0.08 100 | 2.28 510 |
|
| ACVNet-DCA |  | 5.76 258 | 2.52 425 | 6.38 163 | 6.77 406 | 0.74 66 | 10.55 376 | 5.19 409 | 21.10 398 | 13.53 304 | 7.39 238 | 10.06 224 | 4.44 176 | 9.58 386 | 11.08 260 | 2.33 155 | 0.05 131 | 1.18 535 | 0.00 1 | 0.04 210 | 0.37 319 | 1.93 439 |
|
| xx1 |  | 6.52 311 | 2.52 425 | 6.38 163 | 6.77 406 | 0.74 66 | 10.55 376 | 5.19 409 | 19.19 358 | 15.95 338 | 7.39 238 | 10.07 230 | 16.17 409 | 12.10 435 | 11.08 260 | 2.33 155 | 0.05 131 | 1.18 535 | 0.02 265 | 0.36 477 | 0.37 319 | 1.93 439 |
|
| 1test111 |  | 6.16 295 | 2.52 425 | 6.38 163 | 6.77 406 | 0.74 66 | 10.55 376 | 5.19 409 | 21.10 398 | 13.53 304 | 7.39 238 | 10.06 224 | 4.44 176 | 9.58 386 | 12.08 319 | 9.26 434 | 0.05 131 | 1.18 535 | 0.00 1 | 0.04 210 | 0.37 319 | 1.93 439 |
|
| cc1 |  | 5.79 260 | 2.52 425 | 6.38 163 | 6.77 406 | 0.74 66 | 10.55 376 | 5.19 409 | 19.19 358 | 15.95 338 | 7.39 238 | 10.06 224 | 4.44 176 | 9.58 386 | 11.08 260 | 2.33 155 | 0.05 131 | 1.18 535 | 0.00 1 | 0.04 210 | 0.34 295 | 2.04 474 |
|
| test-1 |  | 6.03 289 | 1.76 229 | 15.61 508 | 8.01 483 | 1.98 266 | 7.82 337 | 1.16 121 | 13.64 250 | 13.60 307 | 9.69 269 | 15.16 299 | 11.55 322 | 5.45 267 | 7.78 141 | 4.35 290 | 0.16 297 | 1.18 535 | 0.00 1 | 0.13 292 | 0.16 182 | 1.39 344 |
|
| IGEV_i1 |  | 8.79 403 | 1.83 252 | 11.53 421 | 6.56 380 | 2.18 289 | 16.39 496 | 7.40 485 | 20.85 394 | 16.59 353 | 17.30 416 | 17.67 324 | 18.22 445 | 9.15 381 | 15.11 451 | 8.42 415 | 0.45 427 | 1.19 542 | 1.10 574 | 1.15 587 | 0.31 279 | 2.45 526 |
|
| PSi22 |  | 4.58 217 | 1.94 279 | 5.03 92 | 4.36 198 | 0.40 19 | 4.47 129 | 0.25 49 | 8.02 103 | 17.15 362 | 4.54 165 | 7.06 186 | 13.54 370 | 5.80 281 | 13.51 396 | 2.32 154 | 0.09 229 | 1.19 542 | 0.00 1 | 0.00 1 | 0.52 393 | 1.43 356 |
|
| 252Zero-FE |  | 1.84 35 | 0.98 58 | 4.47 60 | 3.26 88 | 0.75 72 | 1.97 21 | 0.08 13 | 6.80 64 | 4.77 119 | 1.93 55 | 3.67 81 | 0.18 1 | 0.28 7 | 4.02 48 | 1.16 42 | 0.04 95 | 1.19 542 | 0.09 372 | 0.42 507 | 0.04 52 | 0.69 160 |
|
| DCRE |  | 6.73 317 | 2.11 328 | 9.19 304 | 7.76 471 | 4.90 475 | 7.81 336 | 5.86 435 | 16.46 305 | 11.38 274 | 9.61 268 | 22.55 406 | 11.84 331 | 6.35 306 | 11.09 263 | 3.63 254 | 0.04 95 | 1.19 542 | 0.06 333 | 0.37 482 | 0.15 174 | 2.23 503 |
|
| test_sample1 |  | 8.49 390 | 1.83 252 | 10.60 381 | 5.53 285 | 2.95 359 | 15.17 465 | 4.51 391 | 20.73 391 | 11.47 276 | 14.78 351 | 22.80 410 | 19.06 461 | 13.86 476 | 12.52 350 | 10.17 452 | 0.14 282 | 1.20 546 | 0.02 265 | 0.19 350 | 0.28 259 | 1.93 439 |
|
| IGEV++ |  | 3.49 154 | 1.67 206 | 6.59 186 | 6.41 369 | 1.44 176 | 4.50 133 | 1.66 212 | 11.20 198 | 5.34 133 | 3.01 115 | 6.40 177 | 4.30 172 | 4.36 197 | 5.66 89 | 3.53 249 | 0.05 131 | 1.20 546 | 0.00 1 | 0.15 314 | 0.32 280 | 2.10 487 |
|
| SMFormer |  | 11.03 475 | 1.90 268 | 14.85 491 | 4.89 234 | 1.48 186 | 14.92 457 | 3.21 344 | 31.03 523 | 30.74 515 | 20.28 477 | 29.37 480 | 18.33 446 | 14.54 484 | 16.56 480 | 14.46 508 | 0.41 412 | 1.20 546 | 0.28 493 | 0.24 386 | 0.45 367 | 1.47 365 |
|
| tta |  | 11.03 475 | 1.90 268 | 14.85 491 | 4.89 234 | 1.48 186 | 14.92 457 | 3.21 344 | 31.03 523 | 30.73 514 | 20.28 477 | 29.37 480 | 18.33 446 | 14.54 484 | 16.56 480 | 14.46 508 | 0.41 412 | 1.20 546 | 0.28 493 | 0.24 386 | 0.39 337 | 1.60 384 |
|
| qqq1 |  | 10.51 462 | 1.90 268 | 14.85 491 | 4.89 234 | 1.48 186 | 14.92 457 | 3.21 344 | 31.03 523 | 30.74 515 | 20.28 477 | 29.37 480 | 18.33 446 | 14.54 484 | 16.56 480 | 4.42 293 | 0.41 412 | 1.20 546 | 0.00 1 | 0.14 305 | 0.39 337 | 1.60 384 |
|
| fff1 |  | 10.51 462 | 1.90 268 | 14.85 491 | 4.89 234 | 1.48 186 | 14.92 457 | 3.21 344 | 31.03 523 | 30.74 515 | 20.28 477 | 29.37 480 | 18.33 446 | 14.54 484 | 16.56 480 | 4.42 293 | 0.41 412 | 1.20 546 | 0.00 1 | 0.14 305 | 0.39 337 | 1.60 384 |
|
| mmx |  | 11.59 493 | 2.34 394 | 12.99 462 | 6.28 358 | 3.81 402 | 12.43 410 | 7.47 486 | 32.76 552 | 28.92 501 | 16.64 398 | 32.03 525 | 17.29 425 | 11.78 427 | 17.54 503 | 24.30 581 | 0.24 350 | 1.21 552 | 0.80 551 | 0.37 482 | 0.65 440 | 1.89 433 |
|
| xxx |   | 11.59 493 | 2.34 394 | 12.99 462 | 6.28 358 | 3.81 402 | 12.43 410 | 7.47 486 | 32.75 551 | 28.92 501 | 16.64 398 | 32.03 525 | 17.29 425 | 11.78 427 | 17.54 503 | 24.30 581 | 0.24 350 | 1.21 552 | 0.80 551 | 0.37 482 | 0.65 440 | 1.89 433 |
|
| MSKI-zero shot |  | 5.11 235 | 1.81 242 | 6.47 176 | 6.17 348 | 1.78 243 | 6.42 291 | 1.50 174 | 13.59 249 | 8.66 229 | 10.63 280 | 11.58 259 | 13.29 366 | 2.35 120 | 12.34 338 | 3.09 222 | 0.05 131 | 1.21 552 | 0.02 265 | 0.29 433 | 0.15 174 | 0.85 197 |
|
| HH |  | 6.00 286 | 2.42 413 | 9.81 334 | 5.74 317 | 1.64 217 | 7.05 314 | 3.48 356 | 17.54 330 | 7.69 191 | 8.73 254 | 12.47 270 | 14.83 387 | 8.86 373 | 13.04 375 | 2.59 181 | 0.04 95 | 1.21 552 | 0.20 462 | 0.05 228 | 0.30 273 | 2.34 516 |
|
| HanStereo |  | 6.00 286 | 2.42 413 | 9.81 334 | 5.74 317 | 1.64 217 | 7.05 314 | 3.48 356 | 17.54 330 | 7.69 191 | 8.73 254 | 12.47 270 | 14.83 387 | 8.86 373 | 13.04 375 | 2.59 181 | 0.04 95 | 1.21 552 | 0.20 462 | 0.05 228 | 0.30 273 | 2.34 516 |
|
| MCSU-Stereo |  | 1.92 39 | 0.72 11 | 4.33 51 | 2.88 51 | 1.10 127 | 5.13 195 | 0.86 101 | 5.27 17 | 2.85 49 | 1.01 5 | 1.79 44 | 2.60 125 | 1.11 59 | 4.03 49 | 1.69 109 | 0.03 73 | 1.23 557 | 0.00 1 | 0.28 426 | 0.02 5 | 1.53 378 |
|
| anonymousa |  | 9.61 429 | 2.06 314 | 9.20 305 | 5.24 268 | 6.67 564 | 15.03 464 | 4.18 381 | 19.08 356 | 21.43 410 | 19.03 461 | 30.96 507 | 21.49 484 | 14.23 483 | 11.12 267 | 8.61 420 | 0.08 215 | 1.24 558 | 0.29 498 | 0.69 550 | 0.18 197 | 1.48 368 |
|
| iRaftStereo_RVC |  | 5.06 234 | 2.15 344 | 7.88 251 | 5.54 288 | 0.78 79 | 5.22 203 | 0.45 64 | 18.47 347 | 11.75 280 | 9.72 270 | 15.05 297 | 5.74 212 | 3.18 149 | 9.29 202 | 2.52 175 | 0.02 40 | 1.24 558 | 0.00 1 | 0.01 135 | 0.58 413 | 1.62 388 |
|
| Selective-IGEV-i1 |  | 9.59 428 | 1.71 213 | 12.10 442 | 6.85 413 | 3.93 412 | 14.86 453 | 10.78 545 | 24.93 444 | 29.82 508 | 15.59 372 | 20.50 371 | 18.97 459 | 6.41 308 | 11.79 304 | 6.76 380 | 0.22 343 | 1.26 560 | 0.93 563 | 1.50 599 | 0.32 280 | 2.49 534 |
|
| mmm |  | 8.54 391 | 2.13 338 | 10.21 354 | 5.81 323 | 2.96 360 | 14.00 442 | 6.67 459 | 19.28 364 | 12.59 289 | 16.95 409 | 24.40 425 | 17.83 441 | 10.70 401 | 12.90 367 | 9.42 442 | 0.17 304 | 1.28 561 | 0.50 524 | 0.60 543 | 0.44 361 | 2.03 472 |
|
| YMNet |  | 16.35 561 | 6.51 564 | 23.16 585 | 11.45 579 | 8.85 611 | 25.42 580 | 8.89 507 | 32.99 555 | 32.63 536 | 34.40 625 | 39.12 593 | 34.27 599 | 17.43 534 | 20.90 549 | 22.93 570 | 0.93 528 | 1.30 562 | 1.21 580 | 0.94 566 | 1.77 541 | 1.81 414 |
|
| YMNet_1 |  | 16.35 561 | 6.51 564 | 23.16 585 | 11.45 579 | 8.85 611 | 25.42 580 | 8.89 507 | 32.99 555 | 32.63 536 | 34.40 625 | 39.12 593 | 34.27 599 | 17.43 534 | 20.90 549 | 22.93 570 | 0.93 528 | 1.30 562 | 1.21 580 | 0.94 566 | 1.77 541 | 1.81 414 |
|
| MC-Stereo |  | 4.47 215 | 1.16 98 | 5.85 126 | 6.14 345 | 1.43 175 | 3.70 86 | 1.73 233 | 10.62 181 | 7.83 202 | 6.85 224 | 13.33 279 | 6.77 239 | 6.21 299 | 11.23 270 | 2.52 175 | 0.04 95 | 1.30 562 | 0.06 333 | 0.24 386 | 0.17 190 | 2.14 493 |
|
| AANet_RVC |  | 13.75 537 | 6.34 561 | 12.90 460 | 8.87 509 | 4.53 456 | 14.09 444 | 9.12 514 | 29.37 503 | 38.32 583 | 23.85 541 | 37.41 578 | 23.55 506 | 17.51 537 | 23.31 575 | 18.56 543 | 2.08 589 | 1.30 562 | 0.25 481 | 0.06 240 | 0.73 459 | 2.87 554 |
|
| AE-Stereo |  | 5.68 252 | 1.78 233 | 9.22 307 | 9.25 519 | 2.52 315 | 10.13 366 | 2.92 330 | 13.10 228 | 14.88 324 | 4.88 180 | 13.10 277 | 10.72 311 | 4.43 204 | 9.24 200 | 3.37 238 | 0.10 247 | 1.31 566 | 0.06 333 | 0.32 451 | 0.21 210 | 2.03 472 |
|
| MyStereo06 |  | 6.95 330 | 2.25 371 | 14.05 480 | 6.69 398 | 4.74 469 | 7.75 334 | 9.60 522 | 17.85 336 | 9.03 237 | 13.29 324 | 10.78 249 | 18.68 453 | 5.70 280 | 10.66 246 | 4.52 297 | 0.09 229 | 1.32 567 | 0.02 265 | 0.26 407 | 0.84 486 | 0.92 222 |
|
| MyStereo05 |  | 9.63 430 | 2.25 371 | 10.26 359 | 6.69 398 | 4.74 469 | 7.75 334 | 9.60 522 | 31.51 536 | 41.00 595 | 17.45 420 | 13.02 276 | 10.28 306 | 12.27 441 | 14.74 441 | 7.68 395 | 0.09 229 | 1.32 567 | 0.02 265 | 0.26 407 | 0.84 486 | 0.92 222 |
|
| ProNet |  | 4.14 195 | 2.35 401 | 7.50 232 | 4.22 183 | 1.47 181 | 5.67 240 | 6.24 444 | 13.78 256 | 7.71 193 | 3.38 130 | 4.93 132 | 3.72 156 | 3.52 160 | 11.52 295 | 2.72 192 | 0.08 215 | 1.32 567 | 0.01 227 | 0.26 407 | 0.47 375 | 2.02 468 |
|
| test_xeample |   | 12.39 506 | 2.09 321 | 10.36 365 | 5.73 316 | 3.06 367 | 18.17 525 | 6.27 445 | 31.98 543 | 24.37 451 | 18.78 455 | 33.92 554 | 19.09 462 | 16.00 511 | 14.60 436 | 39.03 653 | 0.19 327 | 1.32 567 | 0.01 227 | 0.33 461 | 0.36 313 | 2.04 474 |
|
| MyStereo07 |  | 4.80 222 | 2.38 407 | 6.21 148 | 6.63 390 | 4.77 471 | 6.47 294 | 9.60 522 | 16.70 313 | 5.88 156 | 4.81 176 | 5.77 167 | 3.13 140 | 5.68 278 | 12.07 318 | 2.46 171 | 0.09 229 | 1.33 571 | 0.03 288 | 0.32 451 | 0.74 463 | 0.93 229 |
|
| MyStereo04 |  | 9.58 425 | 2.38 407 | 10.28 361 | 6.63 390 | 4.77 471 | 6.47 294 | 9.60 522 | 32.50 547 | 42.15 602 | 14.59 349 | 12.10 268 | 11.92 333 | 11.87 432 | 14.80 445 | 8.14 408 | 0.09 229 | 1.33 571 | 0.03 288 | 0.32 451 | 0.74 463 | 0.93 229 |
|
| 11t1 |  | 6.61 313 | 1.76 229 | 9.64 328 | 5.62 295 | 2.15 283 | 13.57 435 | 2.67 315 | 15.77 292 | 8.83 232 | 13.66 333 | 11.90 265 | 12.03 336 | 9.76 391 | 12.23 329 | 8.58 419 | 0.23 345 | 1.33 571 | 0.00 1 | 0.31 449 | 0.26 244 | 1.95 448 |
|
| 222 |  | 13.07 524 | 1.99 291 | 10.74 387 | 6.56 380 | 2.74 333 | 19.95 541 | 2.54 307 | 34.13 569 | 24.42 452 | 22.52 524 | 31.39 512 | 20.78 476 | 16.99 525 | 14.31 422 | 48.07 677 | 0.16 297 | 1.33 571 | 0.01 227 | 0.32 451 | 0.37 319 | 2.02 468 |
|
| qqq |  | 7.72 367 | 2.15 344 | 10.06 345 | 5.01 246 | 1.82 248 | 8.62 349 | 7.27 481 | 21.10 398 | 13.53 304 | 12.48 297 | 18.71 342 | 16.17 409 | 12.10 435 | 12.08 319 | 9.26 434 | 0.08 215 | 1.35 575 | 0.02 265 | 0.36 477 | 0.36 313 | 1.93 439 |
|
| xxxx |  | 12.60 514 | 2.03 303 | 10.79 388 | 6.18 350 | 2.86 348 | 21.84 555 | 3.02 335 | 34.55 578 | 25.46 467 | 16.39 387 | 31.58 518 | 26.87 546 | 14.75 490 | 14.00 418 | 37.45 645 | 0.21 337 | 1.36 576 | 0.01 227 | 0.32 451 | 0.35 301 | 2.07 480 |
|
| 1111x |  | 12.31 502 | 2.33 391 | 12.13 443 | 5.79 321 | 2.84 346 | 15.49 470 | 8.70 505 | 36.34 597 | 29.33 504 | 16.58 394 | 27.52 457 | 26.70 542 | 15.76 505 | 17.21 495 | 24.79 588 | 0.26 361 | 1.37 577 | 0.04 306 | 0.42 507 | 0.46 372 | 2.07 480 |
|
| x |  | 7.70 365 | 2.12 332 | 8.93 285 | 5.08 252 | 2.55 320 | 11.65 398 | 4.40 388 | 20.91 395 | 12.53 286 | 13.58 332 | 20.49 370 | 15.73 404 | 11.10 407 | 10.65 245 | 10.16 451 | 0.11 255 | 1.37 577 | 0.04 306 | 0.29 433 | 0.34 295 | 1.95 448 |
|
| riskmin |  | 7.28 348 | 1.54 182 | 8.37 268 | 5.01 246 | 3.24 377 | 11.65 398 | 3.20 341 | 16.61 312 | 18.86 387 | 10.45 275 | 13.46 281 | 16.20 411 | 12.68 449 | 12.46 347 | 6.57 377 | 0.17 304 | 1.38 579 | 0.14 428 | 0.33 461 | 0.67 447 | 2.52 536 |
|
| DStereoRT |  | 15.11 552 | 3.13 472 | 12.14 445 | 10.85 567 | 5.50 508 | 19.00 533 | 6.55 456 | 27.62 482 | 28.26 499 | 16.32 385 | 24.94 428 | 11.64 323 | 14.90 491 | 17.44 499 | 10.77 470 | 1.61 580 | 1.40 580 | 58.44 687 | 26.72 676 | 0.60 425 | 4.44 587 |
|
| Anonymous3 |  | 10.07 442 | 4.14 514 | 31.49 609 | 9.77 533 | 5.11 488 | 25.00 577 | 11.85 565 | 25.20 446 | 19.24 391 | 10.80 283 | 14.78 294 | 7.92 269 | 8.68 370 | 14.40 426 | 6.12 355 | 3.25 612 | 1.40 580 | 0.08 361 | 0.06 240 | 0.81 479 | 1.30 328 |
|
| RTS |  | 30.97 658 | 24.38 656 | 96.47 710 | 17.75 633 | 12.63 641 | 58.43 678 | 26.47 658 | 38.01 613 | 63.33 679 | 44.41 653 | 46.81 636 | 33.16 589 | 45.26 664 | 52.06 674 | 42.65 665 | 2.66 602 | 1.40 580 | 1.09 571 | 1.02 579 | 5.49 612 | 5.86 606 |
|
| RTSA |  | 30.97 658 | 24.38 656 | 96.47 710 | 17.75 633 | 12.63 641 | 58.43 678 | 26.47 658 | 38.01 613 | 63.33 679 | 44.41 653 | 46.81 636 | 33.16 589 | 45.26 664 | 52.06 674 | 42.65 665 | 2.66 602 | 1.40 580 | 1.09 571 | 1.02 579 | 5.49 612 | 5.86 606 |
|
| dual_stereo |  | 2.05 42 | 0.76 22 | 3.43 17 | 2.96 56 | 1.50 196 | 2.64 38 | 0.08 13 | 5.59 24 | 2.63 37 | 1.35 19 | 0.77 25 | 2.38 117 | 0.61 33 | 10.75 252 | 1.98 130 | 0.02 40 | 1.41 584 | 0.00 1 | 0.23 376 | 0.01 1 | 1.86 427 |
|
| WCG-NET(raft) |  | 4.87 226 | 1.67 206 | 6.84 197 | 3.49 113 | 0.31 5 | 4.96 185 | 1.95 266 | 11.08 196 | 15.49 332 | 8.82 256 | 11.46 258 | 9.50 292 | 4.96 245 | 11.32 277 | 3.26 233 | 0.09 229 | 1.41 584 | 0.00 1 | 0.03 191 | 0.23 220 | 0.54 124 |
|
| GMOStereo |  | 6.33 300 | 2.04 305 | 8.28 263 | 5.68 310 | 1.20 142 | 6.11 265 | 2.14 278 | 11.20 198 | 13.15 297 | 18.66 447 | 21.83 390 | 17.35 429 | 6.64 325 | 7.09 120 | 2.78 203 | 0.02 40 | 1.42 586 | 0.13 420 | 0.00 1 | 0.53 395 | 0.37 78 |
|
| error version |  | 6.33 300 | 2.04 305 | 8.28 263 | 5.68 310 | 1.20 142 | 6.11 265 | 2.14 278 | 11.20 198 | 13.15 297 | 18.66 447 | 21.83 390 | 17.35 429 | 6.64 325 | 7.09 120 | 2.78 203 | 0.02 40 | 1.42 586 | 0.13 420 | 0.00 1 | 0.53 395 | 0.37 78 |
|
| test-v |  | 6.33 300 | 2.04 305 | 8.28 263 | 5.68 310 | 1.20 142 | 6.11 265 | 2.14 278 | 11.20 198 | 13.15 297 | 18.66 447 | 21.83 390 | 17.35 429 | 6.64 325 | 7.09 120 | 2.78 203 | 0.02 40 | 1.42 586 | 0.13 420 | 0.00 1 | 0.53 395 | 0.37 78 |
|
| test-2 |  | 6.33 300 | 2.04 305 | 8.28 263 | 5.68 310 | 1.20 142 | 6.11 265 | 2.14 278 | 11.20 198 | 13.15 297 | 18.66 447 | 21.83 390 | 17.35 429 | 6.64 325 | 7.09 120 | 2.78 203 | 0.02 40 | 1.42 586 | 0.13 420 | 0.00 1 | 0.53 395 | 0.37 78 |
|
| XQC |  | 25.15 638 | 18.26 642 | 52.31 649 | 22.53 652 | 12.15 637 | 37.47 641 | 21.78 637 | 38.74 619 | 55.51 656 | 32.40 614 | 30.75 504 | 38.36 618 | 30.19 623 | 38.28 645 | 41.25 659 | 4.61 625 | 1.44 590 | 2.77 615 | 2.26 615 | 12.52 649 | 9.49 642 |
|
| RAFT + AFF |  | 10.71 470 | 4.59 526 | 18.51 544 | 10.52 555 | 5.02 483 | 13.14 426 | 11.12 553 | 26.24 459 | 27.48 488 | 15.09 356 | 16.07 310 | 19.83 468 | 11.23 413 | 17.09 494 | 10.38 455 | 0.45 427 | 1.45 591 | 0.65 540 | 0.23 376 | 2.31 560 | 2.74 546 |
|
| hitnet-ft |   | 12.59 512 | 3.03 468 | 7.87 250 | 7.49 457 | 4.20 429 | 27.41 598 | 3.75 364 | 23.41 431 | 24.15 448 | 21.14 503 | 34.12 557 | 31.93 578 | 19.74 563 | 20.28 537 | 18.13 539 | 0.54 450 | 1.45 591 | 0.35 509 | 0.09 268 | 1.26 516 | 1.41 350 |
|
| DANet |  | 17.51 572 | 8.91 593 | 27.61 594 | 14.94 619 | 7.48 579 | 22.67 560 | 5.66 424 | 27.33 477 | 26.64 479 | 32.62 616 | 36.27 572 | 37.40 613 | 30.07 621 | 31.65 617 | 26.09 599 | 1.30 569 | 1.46 593 | 2.33 606 | 0.53 531 | 3.54 588 | 5.69 604 |
| 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 |  | 11.34 486 | 4.25 518 | 13.90 476 | 9.09 514 | 6.20 548 | 7.31 321 | 8.93 509 | 35.93 590 | 30.30 510 | 16.93 406 | 15.83 305 | 21.85 487 | 17.45 536 | 21.92 567 | 10.25 453 | 0.43 420 | 1.47 594 | 0.74 546 | 0.08 260 | 1.15 508 | 2.71 544 |
|
| HART |  | 4.24 202 | 2.13 338 | 6.15 145 | 5.53 285 | 1.40 173 | 4.32 118 | 0.74 88 | 13.35 243 | 5.92 159 | 6.13 214 | 12.75 274 | 6.81 240 | 1.70 90 | 11.14 268 | 2.42 169 | 0.03 73 | 1.48 595 | 0.10 385 | 0.00 1 | 0.55 404 | 2.26 506 |
|
| GREAT-IGEV |   | 2.67 84 | 1.48 170 | 5.32 109 | 3.65 124 | 1.73 234 | 2.92 50 | 0.20 43 | 6.37 38 | 6.52 173 | 1.34 17 | 5.23 147 | 1.09 53 | 1.45 77 | 10.01 229 | 1.57 98 | 0.11 255 | 1.50 596 | 0.00 1 | 0.24 386 | 0.19 201 | 2.48 533 |
| 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 |  | 7.10 340 | 2.37 404 | 6.59 186 | 6.94 423 | 5.82 529 | 6.35 286 | 5.97 438 | 21.05 396 | 23.63 442 | 10.90 284 | 17.95 326 | 9.80 298 | 5.55 274 | 11.49 291 | 4.47 296 | 0.04 95 | 1.50 596 | 0.00 1 | 0.00 1 | 0.38 332 | 1.23 318 |
|
| RTSC |  | 20.52 601 | 11.06 604 | 33.58 615 | 12.11 594 | 7.19 576 | 28.90 607 | 11.99 567 | 38.49 616 | 58.85 670 | 32.22 613 | 37.28 577 | 33.11 588 | 21.14 572 | 36.93 642 | 38.84 652 | 1.49 573 | 1.50 596 | 0.15 433 | 0.64 547 | 2.18 555 | 2.67 541 |
|
| MyStereo8 |  | 7.68 363 | 3.00 462 | 12.46 452 | 7.70 468 | 5.11 488 | 11.40 395 | 1.39 150 | 15.98 294 | 10.05 256 | 16.45 390 | 24.04 420 | 12.01 335 | 7.91 353 | 10.68 248 | 10.57 460 | 0.14 282 | 1.52 599 | 0.08 361 | 0.48 520 | 0.60 425 | 1.98 452 |
|
| ADCMid |  | 23.61 629 | 12.42 621 | 44.10 638 | 11.85 587 | 8.33 605 | 27.89 602 | 20.03 633 | 36.49 600 | 39.56 589 | 40.81 644 | 47.01 639 | 36.89 611 | 43.95 663 | 39.12 651 | 42.60 664 | 1.95 587 | 1.55 600 | 3.05 616 | 3.98 630 | 5.20 607 | 5.37 601 |
|
| DDVS |  | 11.10 478 | 3.37 487 | 13.49 470 | 7.49 457 | 4.07 419 | 16.17 490 | 2.73 321 | 24.18 437 | 17.91 368 | 21.37 506 | 30.15 493 | 31.23 570 | 8.50 367 | 19.92 531 | 15.00 513 | 0.82 509 | 1.56 601 | 0.08 361 | 0.22 365 | 0.84 486 | 2.84 550 |
|
| MoCha-V2 |  | 3.68 161 | 1.42 154 | 5.50 116 | 6.03 338 | 1.50 196 | 4.53 137 | 1.32 143 | 11.05 195 | 6.30 168 | 5.86 208 | 5.39 149 | 2.66 130 | 6.33 303 | 10.36 242 | 1.58 99 | 0.19 327 | 1.57 602 | 0.00 1 | 0.24 386 | 0.07 88 | 1.77 409 |
|
| AANet |  | 26.03 645 | 27.00 659 | 71.71 687 | 8.86 508 | 7.85 593 | 26.11 588 | 11.58 563 | 32.77 553 | 57.18 663 | 56.48 671 | 52.01 649 | 47.62 656 | 41.29 658 | 26.32 593 | 37.01 643 | 3.31 613 | 1.59 603 | 1.01 568 | 0.62 545 | 4.17 595 | 6.10 609 |
|
| DeepPrunerF |  | 20.61 602 | 12.13 618 | 46.35 641 | 21.53 644 | 17.78 658 | 19.41 535 | 23.64 648 | 37.23 609 | 50.61 636 | 26.20 565 | 37.72 579 | 24.90 522 | 25.02 592 | 24.63 583 | 23.53 575 | 3.13 610 | 1.65 604 | 5.69 630 | 4.09 631 | 3.64 590 | 3.34 569 |
|
| rafts_anoy |  | 6.46 306 | 2.37 404 | 7.09 207 | 7.48 456 | 6.02 541 | 5.31 212 | 2.45 301 | 14.50 269 | 22.01 420 | 12.94 316 | 16.18 313 | 8.48 279 | 5.53 273 | 9.70 220 | 6.32 368 | 0.05 131 | 1.66 605 | 0.10 385 | 0.05 228 | 0.30 273 | 0.69 160 |
|
| AnyNet_C32 |  | 24.34 631 | 15.07 631 | 42.84 634 | 13.07 605 | 11.83 634 | 31.80 620 | 31.73 670 | 32.47 546 | 45.77 621 | 35.92 629 | 49.66 645 | 34.05 596 | 35.21 639 | 44.09 663 | 43.39 668 | 1.61 580 | 1.70 606 | 1.22 583 | 2.94 622 | 4.87 605 | 7.60 625 |
|
| coex-ft |  | 31.29 661 | 39.15 673 | 93.51 709 | 9.71 532 | 5.77 524 | 36.25 637 | 26.79 660 | 31.43 535 | 59.45 671 | 73.35 693 | 58.73 669 | 45.49 648 | 48.48 668 | 30.19 612 | 46.52 674 | 1.59 576 | 1.71 607 | 0.94 564 | 0.97 575 | 9.43 634 | 6.35 614 |
|
| CBMV_ROB |  | 12.51 510 | 3.86 507 | 7.98 254 | 5.81 323 | 2.99 362 | 16.05 485 | 4.62 395 | 27.61 481 | 31.37 523 | 26.75 572 | 32.62 536 | 23.97 510 | 22.66 581 | 21.14 559 | 12.09 483 | 2.15 590 | 1.78 608 | 2.24 603 | 1.27 593 | 1.64 536 | 1.54 380 |
|
| LGCAT |  | 1.60 17 | 0.73 13 | 3.25 13 | 3.13 70 | 0.34 11 | 1.63 15 | 0.02 4 | 2.97 5 | 1.86 15 | 1.62 38 | 0.61 15 | 1.78 87 | 1.35 72 | 6.38 104 | 1.38 69 | 0.66 482 | 1.84 609 | 0.00 1 | 0.01 135 | 0.02 5 | 2.45 526 |
|
| NOSS_ROB |  | 11.76 495 | 4.63 528 | 8.14 260 | 7.46 454 | 2.92 353 | 17.82 519 | 10.55 541 | 30.45 518 | 34.08 551 | 16.37 386 | 19.97 359 | 23.14 501 | 16.31 512 | 18.22 516 | 10.67 464 | 2.98 607 | 1.84 609 | 3.39 622 | 1.64 604 | 2.24 556 | 2.37 520 |
|
| DLNR_Zeroshot_test |   | 27.91 650 | 51.88 677 | 91.97 707 | 98.26 715 | 97.92 717 | 3.07 58 | 0.49 66 | 31.27 531 | 8.33 216 | 8.40 247 | 15.66 301 | 7.22 247 | 1.66 87 | 12.16 323 | 4.82 311 | 40.46 680 | 1.87 611 | 0.06 333 | 0.33 461 | 80.45 705 | 1.99 463 |
|
| DLNR-FE |  | 27.94 651 | 51.88 677 | 92.05 708 | 98.26 715 | 97.81 716 | 3.06 56 | 0.49 66 | 31.86 541 | 8.33 216 | 8.42 248 | 15.65 300 | 7.22 247 | 1.66 87 | 12.17 324 | 4.82 311 | 40.33 679 | 1.88 612 | 0.06 333 | 0.33 461 | 80.59 706 | 1.99 463 |
|
| RALCasStereoNet |  | 6.53 312 | 2.84 450 | 8.12 259 | 7.88 478 | 6.12 546 | 6.85 310 | 5.29 416 | 14.66 274 | 13.94 312 | 10.20 272 | 18.18 335 | 10.24 305 | 3.83 175 | 12.33 336 | 5.56 337 | 0.04 95 | 1.88 612 | 0.11 407 | 0.01 135 | 0.26 244 | 2.24 505 |
|
| Wz-Net-TNSev |  | 25.85 643 | 21.47 651 | 59.51 670 | 10.38 551 | 7.64 585 | 42.40 657 | 23.33 643 | 35.97 592 | 54.36 649 | 36.56 632 | 43.26 620 | 45.90 649 | 41.27 657 | 37.81 643 | 37.10 644 | 2.35 595 | 1.90 614 | 0.77 547 | 1.34 595 | 5.89 616 | 7.75 627 |
|
| SHD |  | 22.33 618 | 11.30 608 | 32.10 610 | 15.61 623 | 9.88 622 | 26.75 593 | 10.12 536 | 41.84 638 | 61.77 676 | 36.36 631 | 44.65 628 | 39.28 622 | 31.10 627 | 35.07 627 | 32.76 635 | 2.35 595 | 1.95 615 | 1.24 586 | 1.90 610 | 4.33 599 | 6.34 612 |
|
| DualNet (step1) |  | 13.16 526 | 5.31 541 | 19.76 557 | 6.41 369 | 3.12 370 | 17.98 521 | 9.85 531 | 29.36 500 | 25.26 463 | 24.82 549 | 21.48 384 | 24.89 519 | 18.87 549 | 14.41 427 | 11.06 473 | 6.83 638 | 1.96 616 | 6.61 635 | 7.47 646 | 3.22 580 | 4.59 588 |
|
| test_sample7 |  | 11.16 479 | 2.69 441 | 11.55 423 | 5.82 325 | 2.21 291 | 15.39 469 | 9.15 515 | 29.36 500 | 25.26 463 | 24.82 549 | 21.48 384 | 24.89 519 | 18.88 551 | 14.41 427 | 11.06 473 | 0.78 502 | 1.96 616 | 0.43 516 | 0.14 305 | 0.73 459 | 2.20 501 |
|
| HUF |  | 3.37 137 | 1.82 250 | 7.11 212 | 3.74 135 | 1.68 224 | 5.10 193 | 2.12 276 | 10.44 177 | 5.26 130 | 2.44 87 | 4.54 110 | 5.45 203 | 2.61 130 | 7.44 130 | 2.03 137 | 0.91 524 | 2.05 618 | 0.09 372 | 0.00 1 | 0.19 201 | 2.46 528 |
|
| FINET |  | 17.02 567 | 8.11 586 | 28.42 598 | 9.29 520 | 8.89 614 | 24.46 572 | 25.06 655 | 35.40 586 | 49.52 635 | 26.73 571 | 33.49 549 | 20.50 472 | 18.75 547 | 20.67 545 | 19.18 552 | 2.30 594 | 2.09 619 | 1.13 576 | 0.75 556 | 2.86 567 | 2.84 550 |
|
| DPSNet |  | 25.20 639 | 7.92 582 | 36.17 621 | 11.72 584 | 6.85 567 | 53.68 669 | 43.17 681 | 52.22 673 | 60.09 674 | 31.61 606 | 39.76 597 | 40.91 632 | 35.82 641 | 33.42 622 | 26.48 602 | 4.98 631 | 2.10 620 | 0.50 524 | 1.13 585 | 9.63 635 | 5.83 605 |
|
| PSMNet-RUCA |  | 24.65 632 | 28.24 662 | 42.85 635 | 35.58 668 | 34.48 674 | 16.04 481 | 11.34 557 | 40.36 630 | 31.70 525 | 31.88 607 | 41.00 604 | 37.50 616 | 25.41 593 | 29.19 609 | 17.07 533 | 12.35 662 | 2.12 621 | 20.72 664 | 8.27 655 | 17.19 662 | 9.64 643 |
|
| NCC-stereo |  | 20.61 602 | 7.39 575 | 25.96 589 | 15.90 626 | 16.62 655 | 20.15 543 | 23.27 641 | 44.11 653 | 41.29 599 | 25.00 552 | 38.64 589 | 35.47 605 | 28.75 611 | 36.35 634 | 26.90 605 | 4.83 628 | 2.14 622 | 3.33 620 | 9.27 658 | 3.10 574 | 3.72 578 |
|
| Abc-Net |  | 20.61 602 | 7.39 575 | 25.96 589 | 15.90 626 | 16.62 655 | 20.15 543 | 23.27 641 | 44.11 653 | 41.29 599 | 25.00 552 | 38.64 589 | 35.47 605 | 28.75 611 | 36.35 634 | 26.90 605 | 4.83 628 | 2.14 622 | 3.33 620 | 9.27 658 | 3.10 574 | 3.72 578 |
| 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 |  | 21.87 613 | 11.80 612 | 25.52 588 | 14.64 616 | 7.49 580 | 31.20 619 | 16.35 607 | 45.28 656 | 44.78 617 | 44.85 656 | 40.36 601 | 43.50 642 | 27.85 607 | 34.94 626 | 23.52 574 | 3.07 609 | 2.15 624 | 7.53 645 | 3.03 623 | 4.30 598 | 5.17 599 |
|
| FAT-Stereo |  | 17.45 571 | 3.56 496 | 19.19 552 | 10.31 548 | 6.54 561 | 18.00 524 | 14.89 596 | 38.68 618 | 40.49 591 | 27.39 577 | 39.66 596 | 37.32 612 | 32.14 632 | 21.07 556 | 22.97 572 | 3.68 617 | 2.16 625 | 0.81 555 | 1.21 590 | 2.10 552 | 6.78 619 |
|
| PDISCO_ROB |  | 25.35 641 | 10.44 597 | 31.01 607 | 29.47 663 | 20.36 663 | 38.32 642 | 17.74 621 | 45.56 657 | 55.34 654 | 29.88 596 | 42.94 617 | 46.63 652 | 29.76 619 | 36.23 632 | 31.29 631 | 10.74 654 | 2.20 626 | 6.96 639 | 3.53 626 | 9.98 639 | 8.52 636 |
|
| SGM-ForestM |  | 25.21 640 | 4.80 532 | 13.50 471 | 8.68 503 | 3.74 398 | 46.85 661 | 22.04 639 | 46.25 659 | 51.32 645 | 51.28 664 | 52.07 650 | 62.64 678 | 47.13 667 | 46.05 665 | 36.30 641 | 1.99 588 | 2.25 627 | 1.21 580 | 1.24 592 | 1.65 537 | 3.21 564 |
|
| PA-Net |  | 16.98 566 | 8.05 585 | 29.56 602 | 10.52 555 | 11.30 631 | 21.91 556 | 29.93 667 | 32.64 548 | 39.50 588 | 20.38 486 | 28.51 471 | 23.80 508 | 20.82 569 | 21.45 562 | 25.60 593 | 0.25 357 | 2.36 628 | 0.23 474 | 4.99 637 | 1.34 521 | 6.47 616 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| edge stereo |  | 19.38 594 | 5.98 556 | 19.25 553 | 11.11 573 | 8.07 598 | 23.51 566 | 12.74 577 | 35.93 590 | 42.55 603 | 35.05 628 | 43.06 618 | 41.34 635 | 36.05 642 | 26.06 591 | 25.62 594 | 2.70 604 | 2.47 629 | 6.38 634 | 1.54 601 | 3.18 579 | 5.01 596 |
|
| ADCS |  | 27.11 648 | 15.49 633 | 48.87 646 | 15.20 622 | 10.99 629 | 31.86 622 | 24.37 652 | 43.99 651 | 58.30 668 | 43.12 649 | 49.92 647 | 41.90 638 | 41.43 659 | 42.90 662 | 46.29 672 | 3.00 608 | 2.60 630 | 2.45 610 | 3.47 625 | 7.63 623 | 8.41 634 |
|
| HBP-ISP |  | 13.07 524 | 8.80 592 | 8.99 287 | 8.11 488 | 4.55 457 | 13.48 433 | 6.60 457 | 29.09 499 | 30.50 512 | 21.33 505 | 36.14 569 | 16.62 415 | 19.42 559 | 20.92 552 | 12.81 498 | 3.63 616 | 2.61 631 | 7.18 642 | 4.12 632 | 3.74 591 | 2.69 543 |
|
| MaskLacGwcNet_RVC |  | 17.56 573 | 17.23 639 | 20.10 563 | 12.02 592 | 6.91 570 | 28.81 606 | 11.45 560 | 41.35 634 | 21.95 419 | 30.13 599 | 34.66 562 | 32.04 579 | 11.30 415 | 21.04 555 | 16.43 526 | 8.91 647 | 2.67 632 | 12.29 655 | 0.84 561 | 12.72 650 | 8.43 635 |
|
| GANetREF_RVC |   | 26.12 646 | 30.35 663 | 27.03 592 | 26.08 657 | 6.28 557 | 31.16 618 | 37.25 677 | 48.48 663 | 50.90 641 | 37.30 634 | 36.39 573 | 34.11 597 | 30.98 625 | 38.51 648 | 28.38 613 | 9.08 648 | 2.68 633 | 16.48 660 | 5.42 642 | 16.24 659 | 9.34 641 |
| 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 |  | 22.75 623 | 10.94 603 | 58.96 668 | 12.24 598 | 7.57 582 | 37.33 640 | 20.08 634 | 33.89 567 | 37.37 574 | 33.49 621 | 44.32 626 | 39.36 624 | 28.43 610 | 32.19 619 | 38.55 650 | 2.25 591 | 2.69 634 | 2.37 608 | 3.59 627 | 4.33 599 | 5.01 596 |
|
| psmorigin |  | 21.56 609 | 11.18 606 | 36.59 622 | 10.19 542 | 7.08 574 | 25.30 579 | 12.35 569 | 33.52 566 | 33.12 540 | 43.62 651 | 54.15 661 | 42.72 640 | 37.44 645 | 36.87 641 | 28.98 619 | 1.65 582 | 2.78 635 | 0.81 555 | 1.19 588 | 3.62 589 | 8.10 632 |
|
| AnyNet_C01 |  | 30.67 656 | 27.57 660 | 76.09 692 | 17.61 632 | 12.18 638 | 50.42 666 | 28.89 664 | 39.14 624 | 41.14 596 | 41.36 645 | 65.66 683 | 47.21 654 | 40.16 654 | 47.50 666 | 49.82 679 | 2.38 597 | 2.79 636 | 2.31 605 | 2.83 621 | 8.35 629 | 9.99 647 |
|
| MeshStereo |   | 22.95 624 | 7.84 580 | 12.46 452 | 8.13 489 | 5.20 492 | 38.49 645 | 13.36 582 | 42.69 642 | 38.05 580 | 51.34 665 | 53.82 656 | 58.22 671 | 43.29 662 | 38.42 647 | 29.59 623 | 2.96 606 | 2.84 637 | 3.11 618 | 2.33 616 | 3.12 576 | 3.65 576 |
| 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 |  | 22.73 622 | 23.99 655 | 30.57 605 | 14.72 617 | 8.91 615 | 32.98 624 | 16.17 604 | 46.75 660 | 37.29 573 | 33.88 623 | 32.33 533 | 35.48 607 | 25.00 590 | 24.75 585 | 28.78 617 | 9.60 652 | 3.03 638 | 25.33 669 | 3.87 629 | 14.82 656 | 6.33 611 |
|
| SQANet |  | 22.07 616 | 25.29 658 | 21.78 575 | 26.81 659 | 18.92 661 | 30.75 616 | 10.25 538 | 33.47 564 | 30.10 509 | 25.73 558 | 34.31 559 | 33.45 592 | 19.94 565 | 29.16 608 | 20.03 556 | 11.68 659 | 3.08 639 | 26.95 672 | 5.80 643 | 20.97 666 | 12.99 656 |
|
| S-Stereo |  | 17.36 570 | 4.46 522 | 22.16 579 | 12.58 600 | 9.10 616 | 23.07 563 | 12.60 574 | 33.18 561 | 46.12 623 | 22.78 526 | 38.67 591 | 29.04 553 | 27.48 605 | 19.40 527 | 23.90 579 | 3.14 611 | 3.13 640 | 0.88 560 | 1.95 611 | 3.77 592 | 9.86 645 |
|
| WCMA_ROB |  | 21.17 607 | 5.89 554 | 22.32 581 | 10.39 552 | 7.65 586 | 34.55 631 | 16.42 608 | 33.20 562 | 34.02 550 | 42.06 647 | 52.50 652 | 44.09 643 | 37.59 646 | 33.66 623 | 26.77 604 | 7.45 645 | 3.18 641 | 1.27 587 | 1.43 597 | 4.18 596 | 4.81 592 |
|
| FC-DCNN v2 |   | 25.13 637 | 12.03 615 | 19.82 560 | 19.08 639 | 9.43 618 | 38.89 647 | 23.42 644 | 41.85 639 | 44.02 611 | 46.96 660 | 54.51 662 | 50.70 662 | 39.69 652 | 36.34 633 | 29.25 621 | 7.36 643 | 3.39 642 | 6.17 632 | 5.02 639 | 8.00 626 | 6.71 618 |
|
| FC-DCNN |   | 25.07 636 | 12.06 617 | 20.30 565 | 19.06 638 | 9.41 617 | 38.40 643 | 23.46 647 | 41.37 635 | 44.07 612 | 46.76 659 | 53.99 660 | 50.49 661 | 39.32 650 | 36.43 636 | 29.46 622 | 7.40 644 | 3.39 642 | 6.15 631 | 5.01 638 | 8.05 627 | 6.83 620 |
|
| DispFullNet |  | 31.01 660 | 32.97 665 | 59.04 669 | 30.27 664 | 28.46 670 | 33.06 626 | 11.44 559 | 37.69 611 | 54.13 648 | 33.30 619 | 37.78 580 | 44.68 645 | 28.96 613 | 42.19 661 | 29.68 625 | 12.35 662 | 3.56 644 | 36.10 677 | 12.90 668 | 32.29 676 | 19.42 669 |
|
| FCDSN-DC |  | 26.18 647 | 15.77 634 | 20.36 566 | 28.79 662 | 15.78 652 | 40.13 651 | 19.12 630 | 43.57 648 | 42.59 604 | 44.78 655 | 52.51 653 | 50.73 663 | 40.32 655 | 35.32 629 | 28.55 614 | 6.41 637 | 3.61 645 | 7.11 641 | 6.54 644 | 10.58 640 | 10.93 653 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| MSMD_ROB |  | 23.50 627 | 10.55 599 | 15.65 512 | 17.87 635 | 10.07 623 | 35.58 635 | 19.04 629 | 34.53 577 | 37.81 579 | 41.55 646 | 60.11 671 | 46.01 650 | 39.81 653 | 32.74 621 | 24.92 589 | 6.86 641 | 3.63 646 | 8.92 648 | 11.16 664 | 7.21 621 | 5.99 608 |
|
| ACVNet-4b |  | 36.91 670 | 52.81 679 | 57.04 663 | 42.64 674 | 22.08 665 | 48.32 663 | 14.64 593 | 50.28 667 | 59.78 672 | 43.17 650 | 46.34 634 | 55.50 669 | 24.49 586 | 39.03 650 | 23.55 576 | 25.75 673 | 3.76 647 | 47.36 680 | 33.76 681 | 28.62 673 | 19.22 668 |
|
| FSD |  | | | | | 6.22 549 | 8.24 347 | 12.03 568 | 13.05 227 | 8.40 220 | 8.19 246 | 7.55 194 | 10.42 307 | 7.18 339 | 11.33 279 | 9.08 427 | 5.65 633 | 3.82 648 | 5.53 629 | 4.12 632 | 5.22 608 | |
|
| G-Net |  | 21.66 610 | 9.10 595 | 39.39 626 | 15.85 625 | 9.60 620 | 51.00 667 | 16.73 609 | 28.32 487 | 31.17 521 | 38.99 639 | 43.24 619 | 33.26 591 | 32.09 631 | 28.50 605 | 26.50 603 | 4.74 627 | 3.92 649 | 3.60 623 | 1.02 579 | 8.42 630 | 7.86 628 |
|
| MFN_U_SF_DS_RVC |  | 24.71 633 | 14.86 630 | 32.18 611 | 26.47 658 | 10.48 627 | 40.27 652 | 22.83 640 | 36.88 606 | 44.51 615 | 42.59 648 | 47.13 640 | 40.20 629 | 28.00 608 | 36.70 638 | 28.36 611 | 4.23 623 | 4.00 650 | 6.73 638 | 16.35 672 | 5.05 606 | 6.34 612 |
|
| BEATNet-Init1 |  | 36.29 669 | 22.72 653 | 56.79 662 | 28.53 661 | 13.41 644 | 59.81 681 | 33.49 671 | 53.72 676 | 58.64 669 | 60.78 674 | 63.63 674 | 70.42 686 | 56.59 680 | 53.93 679 | 46.48 673 | 5.63 632 | 4.14 651 | 7.49 644 | 7.45 645 | 11.35 647 | 10.88 652 |
|
| DGSMNet |  | 20.75 606 | 13.28 624 | 34.59 617 | 14.80 618 | 17.14 657 | 23.25 564 | 17.99 624 | 36.39 598 | 43.00 607 | 20.70 490 | 32.67 537 | 36.05 609 | 19.22 558 | 30.34 614 | 25.04 590 | 4.61 625 | 4.62 652 | 6.31 633 | 5.20 640 | 14.71 655 | 15.15 662 |
|
| PVD |  | 34.10 664 | 19.91 645 | 39.04 625 | 27.08 660 | 18.09 659 | 35.11 633 | 44.32 683 | 52.16 672 | 66.36 685 | 53.04 668 | 64.50 678 | 52.33 666 | 56.17 678 | 52.24 676 | 42.11 662 | 4.17 622 | 4.82 653 | 9.60 649 | 4.65 636 | 11.11 646 | 25.25 673 |
|
| MFN_U_SF_RVC |  | 28.91 653 | 15.44 632 | 55.12 657 | 22.00 648 | 8.49 606 | 41.39 654 | 15.36 598 | 52.74 674 | 46.70 626 | 47.83 661 | 53.87 658 | 54.97 668 | 40.50 656 | 39.54 652 | 40.77 657 | 6.09 635 | 4.92 654 | 7.08 640 | 9.02 657 | 7.68 624 | 8.69 637 |
|
| DStereoO |  | 24.73 634 | 17.10 638 | 15.98 516 | 16.15 629 | 9.73 621 | 18.79 531 | 19.24 631 | 35.12 584 | 41.17 597 | 31.19 604 | 29.42 484 | 32.58 582 | 33.95 636 | 42.12 660 | 29.02 620 | 48.86 686 | 5.31 655 | 28.90 673 | 3.60 628 | 28.35 672 | 8.04 630 |
|
| MSC_U_SF_DS_RVC |  | 37.85 672 | 35.62 669 | 55.10 656 | 38.16 670 | 13.19 643 | 57.63 675 | 24.72 654 | 52.87 675 | 63.40 681 | 66.39 685 | 63.74 675 | 58.16 670 | 54.28 674 | 51.56 673 | 47.39 675 | 9.36 650 | 5.44 656 | 14.82 657 | 15.34 671 | 18.80 663 | 11.04 654 |
|
| UDG |  | 22.21 617 | 15.90 635 | 16.41 519 | 21.71 645 | 20.17 662 | 32.51 623 | 13.78 585 | 36.62 601 | 35.77 567 | 26.64 570 | 31.43 513 | 37.49 615 | 32.33 633 | 22.77 571 | 21.19 563 | 11.08 657 | 5.60 657 | 23.12 666 | 7.74 650 | 17.07 661 | 14.89 661 |
|
| MANE |  | 33.27 662 | 12.69 622 | 21.10 571 | 22.10 649 | 15.09 650 | 49.75 664 | 29.51 666 | 54.10 677 | 56.36 660 | 59.73 672 | 64.93 680 | 65.43 683 | 57.34 682 | 52.70 677 | 41.02 658 | 10.52 653 | 6.09 658 | 7.35 643 | 20.29 673 | 9.66 636 | 9.65 644 |
|
| ccnet |  | 24.80 635 | 17.64 640 | 24.53 587 | 12.35 599 | 18.18 660 | 38.47 644 | 17.76 622 | 46.24 658 | 32.78 539 | 37.51 637 | 46.76 635 | 38.80 620 | 30.45 624 | 38.35 646 | 41.98 661 | 9.41 651 | 6.40 659 | 9.67 650 | 8.04 651 | 11.64 648 | 9.00 638 |
|
| Ntro |  | 35.59 668 | 38.58 672 | 55.41 658 | 43.66 675 | 22.54 667 | 57.26 672 | 23.73 649 | 47.69 662 | 63.99 682 | 39.63 640 | 48.82 642 | 47.68 657 | 37.60 647 | 41.55 659 | 30.80 630 | 17.85 666 | 6.61 660 | 33.21 676 | 10.52 663 | 26.65 671 | 17.97 665 |
|
| SAMSARA |  | 35.29 667 | 19.78 644 | 33.90 616 | 55.86 681 | 36.15 675 | 76.79 699 | 94.89 713 | 49.29 664 | 51.59 646 | 38.15 638 | 37.83 582 | 53.71 667 | 39.29 649 | 40.56 655 | 40.41 656 | 4.02 620 | 6.72 661 | 2.35 607 | 4.12 632 | 9.70 637 | 10.76 651 |
|
| otaku |  | 33.83 663 | 36.87 671 | 53.81 651 | 40.41 671 | 21.58 664 | 54.54 671 | 17.45 618 | 44.01 652 | 61.47 675 | 39.63 640 | 50.06 648 | 46.76 653 | 29.76 619 | 40.64 656 | 30.07 627 | 19.17 668 | 7.09 662 | 32.34 675 | 9.92 661 | 24.17 670 | 16.94 663 |
|
| DStereoFS |  | 28.34 652 | 22.11 652 | 31.39 608 | 19.66 640 | 13.66 645 | 31.81 621 | 16.21 605 | 51.57 671 | 48.70 629 | 36.67 633 | 45.44 631 | 37.43 614 | 42.50 661 | 52.87 678 | 35.33 640 | 9.14 649 | 7.23 663 | 16.25 659 | 9.82 660 | 19.63 665 | 19.47 670 |
|
| ELAS |   | 34.78 665 | 20.32 646 | 38.13 624 | 21.79 646 | 14.89 648 | 57.95 677 | 37.04 676 | 51.15 670 | 51.19 644 | 60.95 675 | 64.42 677 | 59.08 673 | 54.44 675 | 51.53 672 | 46.26 671 | 12.00 660 | 7.83 664 | 10.46 651 | 8.04 651 | 14.42 653 | 13.71 658 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ELAS_RVC |   | 34.88 666 | 20.50 647 | 37.14 623 | 22.37 651 | 15.07 649 | 54.02 670 | 38.42 678 | 50.06 666 | 56.72 662 | 61.86 680 | 63.52 673 | 58.79 672 | 54.60 676 | 54.13 680 | 43.99 669 | 12.20 661 | 7.90 665 | 10.75 653 | 7.65 649 | 14.42 653 | 13.42 657 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| DDUNet |  | 23.49 626 | 20.59 648 | 17.13 529 | 24.58 656 | 22.45 666 | 24.86 575 | 17.96 623 | 31.42 534 | 31.06 520 | 29.59 593 | 37.81 581 | 37.85 617 | 26.39 600 | 25.77 589 | 18.74 547 | 18.99 667 | 8.10 666 | 26.65 671 | 11.80 665 | 19.41 664 | 18.58 667 |
|
| DStereoSA |  | 27.51 649 | 16.95 637 | 39.62 628 | 24.04 654 | 14.80 647 | 30.48 614 | 23.73 649 | 50.41 668 | 60.07 673 | 27.79 582 | 38.11 585 | 30.59 567 | 39.26 648 | 39.62 653 | 28.37 612 | 8.40 646 | 8.74 667 | 15.41 658 | 11.82 666 | 23.60 669 | 18.34 666 |
|
| LSM |  | 30.92 657 | 21.18 650 | 57.13 665 | 19.98 641 | 54.02 687 | 33.70 629 | 25.92 657 | 43.87 649 | 49.18 631 | 46.43 658 | 55.59 665 | 43.44 641 | 36.70 644 | 36.70 638 | 28.75 615 | 2.94 605 | 9.77 668 | 5.07 627 | 8.20 654 | 10.77 641 | 29.00 675 |
|
| ACVNet_1 |  | 42.11 674 | 50.66 676 | 66.19 678 | 45.24 677 | 25.33 669 | 50.11 665 | 25.60 656 | 55.90 678 | 65.25 683 | 60.15 673 | 59.98 670 | 63.57 680 | 50.05 671 | 50.45 670 | 38.46 649 | 20.06 669 | 11.00 669 | 38.79 678 | 14.48 670 | 31.31 675 | 19.68 671 |
|
| Anonymous_2 |  | 15.61 554 | 7.12 569 | 18.63 547 | 6.49 376 | 7.98 594 | 26.94 595 | 11.93 566 | 19.48 367 | 18.48 381 | 18.25 445 | 15.95 306 | 24.18 512 | 21.32 574 | 21.17 560 | 15.94 521 | 10.88 655 | 13.80 670 | 11.19 654 | 25.13 675 | 10.92 644 | 6.42 615 |
|
| SDNR |  | 16.80 564 | 5.88 553 | 30.01 603 | 6.39 368 | 6.53 560 | 57.67 676 | 3.15 338 | 24.30 438 | 31.49 524 | 21.50 509 | 36.56 574 | 14.69 384 | 16.76 522 | 19.14 524 | 14.45 507 | 11.12 658 | 14.00 671 | 3.11 618 | 0.51 527 | 8.86 631 | 9.92 646 |
|
| Selective-IGEV-i16pa |  | 56.56 684 | 60.67 685 | 69.19 685 | 22.34 650 | 15.26 651 | 97.11 713 | 30.72 668 | 86.87 711 | 94.61 715 | 85.93 708 | 93.32 711 | 82.19 699 | 75.10 697 | 96.78 718 | 79.88 710 | 31.52 675 | 14.19 672 | 17.22 661 | 8.27 655 | 17.02 660 | 52.98 688 |
|
| MonStereo1 |  | 46.09 677 | 34.58 667 | 56.32 660 | 34.09 667 | 32.26 673 | 43.96 658 | 18.17 625 | 50.50 669 | 57.55 665 | 51.51 666 | 64.67 679 | 70.37 685 | 54.67 677 | 50.74 671 | 54.45 684 | 54.81 689 | 15.31 673 | 55.16 686 | 36.55 682 | 43.82 679 | 42.26 685 |
|
| PASM |  | 29.37 654 | 19.17 643 | 50.43 648 | 23.55 653 | 23.15 668 | 27.62 599 | 27.82 661 | 35.90 589 | 50.76 638 | 35.98 630 | 40.55 602 | 47.26 655 | 34.98 638 | 35.28 628 | 38.72 651 | 12.58 664 | 15.96 674 | 17.57 663 | 22.46 674 | 13.71 652 | 13.92 659 |
|
| TCMNet-wrong-test |  | 76.88 703 | 91.55 712 | 89.69 704 | 97.65 714 | 97.33 715 | 94.96 711 | 92.79 712 | 70.14 694 | 66.18 684 | 63.79 684 | 71.43 690 | 65.35 682 | 51.30 673 | 85.36 710 | 74.52 703 | 56.30 691 | 20.24 675 | 82.94 707 | 82.30 705 | 95.20 719 | 88.51 710 |
|
| ACVNet_2 |  | 58.13 686 | 62.74 687 | 73.58 689 | 66.59 685 | 38.77 678 | 63.23 683 | 49.56 685 | 72.12 697 | 82.24 703 | 79.37 701 | 88.96 710 | 76.25 691 | 73.29 693 | 55.14 681 | 48.05 676 | 38.17 678 | 24.21 676 | 54.92 685 | 37.94 683 | 48.23 681 | 29.29 676 |
|
| MADNet+ |  | 53.97 680 | 69.36 691 | 98.79 717 | 67.30 686 | 38.52 677 | 79.97 703 | 81.50 707 | 61.38 684 | 62.53 677 | 52.01 667 | 55.50 664 | 61.22 677 | 59.61 684 | 70.25 691 | 77.26 707 | 25.21 672 | 25.07 677 | 17.40 662 | 12.69 667 | 34.21 677 | 29.70 677 |
|
| NVStereoNet_ROB |  | 42.81 676 | 34.00 666 | 46.84 642 | 37.40 669 | 28.64 671 | 35.65 636 | 33.88 674 | 49.95 665 | 58.27 667 | 69.65 688 | 75.69 693 | 66.36 684 | 65.66 686 | 48.37 667 | 62.04 692 | 16.50 665 | 25.07 677 | 23.61 668 | 32.35 679 | 21.58 667 | 24.72 672 |
| 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 |  | 54.72 681 | 46.20 675 | 75.05 690 | 51.44 678 | 47.85 681 | 76.48 698 | 62.38 693 | 64.44 686 | 62.86 678 | 63.67 683 | 65.49 682 | 78.96 694 | 68.77 687 | 68.63 689 | 75.95 706 | 37.07 677 | 25.78 679 | 29.10 674 | 29.19 678 | 29.75 674 | 35.27 680 |
|
| light-stereo |  | 42.25 675 | 30.78 664 | 57.20 666 | 55.59 680 | 50.18 682 | 38.55 646 | 18.93 628 | 47.48 661 | 51.14 643 | 53.98 669 | 55.09 663 | 62.87 679 | 36.58 643 | 49.46 668 | 34.56 638 | 35.07 676 | 27.20 680 | 21.05 665 | 28.93 677 | 47.11 680 | 43.17 687 |
|
| Selective-IGEV-i1pa |  | 57.38 685 | 73.68 696 | 57.99 667 | 30.52 665 | 16.00 654 | 94.78 710 | 47.32 684 | 81.01 708 | 87.35 707 | 88.30 711 | 87.25 708 | 74.22 690 | 69.27 688 | 94.79 716 | 75.11 704 | 45.36 684 | 27.45 681 | 26.50 670 | 13.85 669 | 21.66 668 | 35.12 679 |
|
| Consistency-Raft |  | 41.94 673 | 35.39 668 | 45.40 640 | 33.16 666 | 41.47 680 | 45.14 660 | 33.50 672 | 56.78 681 | 55.37 655 | 32.11 611 | 65.41 681 | 30.46 566 | 49.76 670 | 40.94 658 | 48.33 678 | 27.72 674 | 35.00 682 | 43.33 679 | 51.89 691 | 39.60 678 | 28.04 674 |
|
| GCST |   | 37.71 671 | 41.51 674 | 27.28 593 | 92.08 711 | 36.49 676 | 24.16 570 | 0.99 109 | 26.00 453 | 20.14 398 | 26.34 567 | 15.80 304 | 19.97 470 | 4.67 229 | 17.54 503 | 5.83 351 | 80.93 705 | 35.32 683 | 87.67 711 | 74.76 701 | 73.87 701 | 42.93 686 |
|
| test_sample9 |  | 15.79 558 | 5.31 541 | 19.76 557 | 6.41 369 | 3.12 370 | 17.98 521 | 9.85 531 | 29.36 500 | 25.26 463 | 24.82 549 | 21.48 384 | 24.89 519 | 18.87 549 | 21.03 553 | 22.11 565 | 6.83 638 | 36.75 684 | 6.61 635 | 7.47 646 | 3.22 580 | 4.59 588 |
|
| test_sample8 |  | 17.93 578 | 5.31 541 | 19.76 557 | 6.41 369 | 3.12 370 | 17.98 521 | 9.85 531 | 32.68 549 | 20.05 397 | 33.68 622 | 26.30 444 | 40.74 630 | 34.14 637 | 21.03 553 | 22.11 565 | 6.83 638 | 36.75 684 | 6.61 635 | 7.47 646 | 3.22 580 | 4.59 588 |
|
| PWCK |  | 66.53 691 | 88.82 710 | 80.30 697 | 80.69 699 | 30.85 672 | 65.18 687 | 41.64 680 | 72.55 699 | 71.28 691 | 78.68 700 | 69.18 687 | 78.14 693 | 62.17 685 | 82.93 708 | 63.46 694 | 80.46 704 | 40.52 686 | 82.05 702 | 47.71 686 | 74.54 702 | 39.47 683 |
|
| IMH-64-1 |  | 59.89 687 | 58.89 682 | 69.08 682 | 66.46 683 | 50.96 683 | 57.48 673 | 51.18 687 | 69.03 690 | 67.25 686 | 67.90 686 | 80.31 698 | 70.42 686 | 74.30 694 | 72.66 697 | 50.07 680 | 42.88 681 | 43.00 687 | 65.88 688 | 47.48 684 | 53.41 684 | 39.15 681 |
|
| IMH-64 |  | 59.89 687 | 58.89 682 | 69.08 682 | 66.46 683 | 50.96 683 | 57.48 673 | 51.18 687 | 69.03 690 | 67.25 686 | 67.90 686 | 80.31 698 | 70.42 686 | 74.30 694 | 72.66 697 | 50.07 680 | 42.88 681 | 43.00 687 | 65.88 688 | 47.48 684 | 53.41 684 | 39.15 681 |
|
| TorneroNet-64 |  | 66.18 690 | 71.37 693 | 72.19 688 | 76.80 691 | 59.54 692 | 67.82 689 | 59.56 690 | 67.83 689 | 79.98 700 | 63.09 682 | 67.00 685 | 82.98 700 | 69.97 690 | 68.02 686 | 62.78 693 | 49.03 687 | 44.17 689 | 73.23 692 | 64.19 693 | 69.14 692 | 54.83 689 |
|
| RainbowNet |  | 51.77 678 | 63.10 688 | 65.03 677 | 60.15 682 | 39.21 679 | 59.39 680 | 31.46 669 | 57.61 682 | 78.49 699 | 50.61 663 | 66.05 684 | 59.57 674 | 45.26 664 | 50.17 669 | 42.57 663 | 46.92 685 | 45.90 690 | 53.26 684 | 32.46 680 | 54.03 686 | 34.14 678 |
|
| SPS-STEREO |   | 56.02 683 | 59.82 684 | 64.35 674 | 45.23 676 | 53.96 686 | 61.34 682 | 44.05 682 | 60.08 683 | 50.73 637 | 62.61 681 | 61.78 672 | 59.73 675 | 57.62 683 | 60.63 683 | 59.08 687 | 58.29 693 | 48.28 691 | 51.30 683 | 49.29 687 | 55.67 687 | 56.59 690 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| TorneroNet |  | 71.59 693 | 73.91 697 | 76.67 693 | 81.06 700 | 65.65 696 | 71.44 692 | 65.68 695 | 71.66 696 | 75.08 694 | 71.76 690 | 73.09 692 | 84.12 704 | 74.51 696 | 70.46 692 | 69.58 697 | 59.87 694 | 48.58 692 | 79.93 696 | 73.78 699 | 75.74 703 | 69.18 702 |
|
| WAO-6 |  | 71.06 692 | 73.42 695 | 67.24 679 | 79.78 698 | 61.93 695 | 69.67 690 | 60.23 691 | 75.12 702 | 87.02 706 | 74.87 694 | 79.60 697 | 79.28 695 | 84.75 708 | 68.25 688 | 61.91 691 | 67.67 696 | 48.98 693 | 81.65 700 | 73.43 698 | 66.76 690 | 59.64 693 |
|
| SGM+DAISY |  | 55.54 682 | 57.77 680 | 64.45 675 | 40.89 672 | 53.89 685 | 63.34 684 | 50.45 686 | 56.00 679 | 45.95 622 | 61.43 678 | 64.32 676 | 61.05 676 | 56.70 681 | 61.32 684 | 56.86 686 | 56.51 692 | 49.35 694 | 50.49 681 | 50.00 688 | 52.52 683 | 57.57 692 |
|
| IMH |  | 63.51 689 | 61.05 686 | 69.15 684 | 69.90 687 | 54.09 688 | 65.82 688 | 55.66 689 | 72.12 697 | 72.52 692 | 72.73 691 | 81.82 700 | 73.16 689 | 79.86 700 | 77.03 702 | 52.57 683 | 44.46 683 | 50.01 695 | 68.11 690 | 51.57 690 | 56.59 688 | 41.88 684 |
|
| anonymity |  | 52.60 679 | 58.73 681 | 63.81 672 | 41.37 673 | 59.41 691 | 53.52 668 | 41.39 679 | 56.50 680 | 40.60 594 | 55.03 670 | 49.64 644 | 49.57 660 | 56.22 679 | 59.42 682 | 50.07 680 | 55.57 690 | 50.19 696 | 51.15 682 | 51.23 689 | 51.90 682 | 56.75 691 |
|
| DPSimNet_ROB |  | 74.86 701 | 83.75 708 | 61.14 671 | 77.51 692 | 65.78 697 | 76.04 697 | 75.86 703 | 74.62 701 | 77.61 697 | 82.20 703 | 75.97 694 | 80.50 698 | 72.45 691 | 68.06 687 | 84.65 712 | 81.90 708 | 52.11 697 | 79.97 697 | 76.71 703 | 70.85 695 | 79.47 707 |
|
| UNDER WATER |  | 76.36 702 | 79.65 703 | 88.23 702 | 84.62 701 | 67.01 698 | 77.90 700 | 78.03 705 | 67.43 688 | 72.64 693 | 75.52 695 | 71.49 691 | 85.52 705 | 82.57 704 | 70.68 693 | 75.48 705 | 79.61 703 | 54.01 698 | 86.59 709 | 84.76 708 | 72.44 698 | 72.94 704 |
|
| WAO-8 |  | 77.20 704 | 78.94 700 | 67.39 680 | 86.73 705 | 72.82 703 | 79.98 704 | 69.63 699 | 77.88 704 | 88.66 709 | 83.17 705 | 86.77 705 | 85.56 706 | 85.20 710 | 72.63 695 | 69.82 698 | 75.00 700 | 55.65 699 | 87.92 712 | 83.63 706 | 71.60 696 | 64.97 697 |
|
| Venus |  | 77.20 704 | 78.94 700 | 67.39 680 | 86.73 705 | 72.82 703 | 79.98 704 | 69.63 699 | 77.88 704 | 88.66 709 | 83.17 705 | 86.77 705 | 85.56 706 | 85.20 710 | 72.63 695 | 69.82 698 | 75.00 700 | 55.65 699 | 87.92 712 | 83.63 706 | 71.61 697 | 64.97 697 |
|
| UNDER WATER-64 |  | 73.59 699 | 75.19 698 | 88.26 703 | 74.50 689 | 55.55 689 | 78.94 702 | 76.55 704 | 65.86 687 | 68.37 690 | 75.79 696 | 69.24 688 | 84.00 703 | 77.49 699 | 69.01 690 | 73.11 700 | 81.39 706 | 57.22 701 | 82.69 703 | 80.62 704 | 69.53 693 | 68.45 701 |
|
| LVE |  | 71.96 694 | 73.19 694 | 84.13 700 | 75.60 690 | 55.78 690 | 75.59 695 | 63.60 694 | 77.67 703 | 83.64 704 | 82.16 702 | 87.25 708 | 83.54 702 | 82.79 705 | 76.17 700 | 65.22 695 | 49.11 688 | 57.71 702 | 74.86 694 | 62.93 692 | 66.84 691 | 61.36 694 |
|
| notaker |  | 72.59 697 | 79.99 704 | 79.75 696 | 79.06 695 | 68.60 699 | 63.66 685 | 62.15 692 | 69.61 693 | 75.78 695 | 77.77 698 | 79.16 696 | 79.92 697 | 84.80 709 | 77.69 703 | 59.73 688 | 70.15 699 | 61.03 703 | 77.65 695 | 68.69 695 | 70.81 694 | 65.81 699 |
|
| ktn |  | 72.86 698 | 80.20 705 | 70.88 686 | 79.38 697 | 69.76 702 | 75.01 693 | 70.17 701 | 69.27 692 | 77.21 696 | 73.05 692 | 77.79 695 | 77.79 692 | 77.01 698 | 73.04 699 | 56.44 685 | 79.36 702 | 66.31 704 | 80.24 699 | 68.37 694 | 72.53 699 | 63.45 696 |
|
| Dean |  | 80.94 708 | 86.19 709 | 83.94 699 | 85.03 704 | 60.07 693 | 75.42 694 | 67.27 696 | 81.85 709 | 88.36 708 | 92.35 712 | 87.09 707 | 92.14 713 | 93.19 714 | 83.37 709 | 74.06 701 | 68.69 697 | 66.48 705 | 94.89 717 | 84.90 709 | 83.86 709 | 69.69 703 |
|
| HanzoNet |  | 77.99 706 | 81.45 707 | 83.64 698 | 78.05 694 | 69.26 700 | 75.78 696 | 69.09 697 | 73.99 700 | 78.09 698 | 82.39 704 | 83.06 701 | 85.66 708 | 87.00 712 | 86.11 711 | 74.40 702 | 85.46 712 | 68.53 706 | 81.84 701 | 75.61 702 | 73.07 700 | 67.26 700 |
|
| WAO-7 |  | 72.48 696 | 78.58 699 | 55.84 659 | 79.20 696 | 69.56 701 | 71.30 691 | 73.06 702 | 78.20 706 | 84.37 705 | 77.52 697 | 85.78 704 | 79.44 696 | 80.26 701 | 65.93 685 | 66.47 696 | 62.13 695 | 69.81 707 | 70.46 691 | 73.18 697 | 66.66 689 | 61.95 695 |
|
| LRCNet_RVC |  | 73.95 700 | 70.63 692 | 75.65 691 | 77.92 693 | 60.69 694 | 41.66 655 | 16.24 606 | 71.26 695 | 48.66 628 | 88.23 710 | 93.84 713 | 90.11 711 | 82.18 703 | 80.69 707 | 61.88 690 | 97.09 719 | 72.20 708 | 96.71 718 | 97.62 719 | 77.99 704 | 77.70 706 |
|
| MFMNet_re |  | 72.11 695 | 79.45 702 | 64.79 676 | 52.91 679 | 84.26 706 | 78.00 701 | 69.47 698 | 64.08 685 | 67.45 689 | 61.33 677 | 71.28 689 | 64.22 681 | 69.42 689 | 72.45 694 | 61.54 689 | 81.63 707 | 73.93 709 | 80.19 698 | 74.21 700 | 83.02 708 | 88.49 709 |
|
| JetRed |  | 79.80 707 | 80.33 706 | 91.79 706 | 71.25 688 | 75.71 705 | 91.85 707 | 80.84 706 | 79.41 707 | 80.84 701 | 84.48 707 | 84.47 703 | 83.34 701 | 72.72 692 | 79.51 704 | 85.74 713 | 69.66 698 | 81.68 710 | 73.70 693 | 72.68 696 | 82.42 707 | 73.53 705 |
|
| xxxxx1 |  | 91.89 713 | 95.36 715 | 98.42 714 | 87.40 707 | 89.37 709 | 98.54 715 | 98.20 718 | 92.95 712 | 93.30 712 | 93.53 713 | 95.30 714 | 97.01 715 | 96.36 715 | 94.68 713 | 94.93 714 | 83.39 709 | 84.31 711 | 82.86 704 | 88.15 712 | 84.30 710 | 89.46 711 |
|
| tt_ll |  | 91.89 713 | 95.36 715 | 98.42 714 | 87.40 707 | 89.37 709 | 98.54 715 | 98.20 718 | 92.95 712 | 93.30 712 | 93.53 713 | 95.30 714 | 97.01 715 | 96.36 715 | 94.68 713 | 94.93 714 | 83.39 709 | 84.31 711 | 82.86 704 | 88.15 712 | 84.30 710 | 89.46 711 |
|
| ff |  | 91.89 713 | 95.36 715 | 98.42 714 | 87.40 707 | 89.37 709 | 98.54 715 | 98.20 718 | 92.95 712 | 93.30 712 | 93.53 713 | 95.30 714 | 97.01 715 | 96.36 715 | 94.68 713 | 94.93 714 | 83.39 709 | 84.31 711 | 82.86 704 | 88.15 712 | 84.30 710 | 89.46 711 |
|
| MADNet++ |  | 94.07 717 | 93.58 714 | 90.62 705 | 96.24 713 | 96.57 714 | 97.26 714 | 90.52 709 | 94.64 717 | 91.89 711 | 97.09 718 | 93.64 712 | 94.65 714 | 92.81 713 | 96.06 717 | 95.06 717 | 95.31 715 | 95.85 714 | 92.44 716 | 92.08 715 | 91.00 714 | 94.17 719 |
|
| KSHMR |  | 88.63 711 | 93.05 713 | 84.15 701 | 95.59 712 | 91.74 712 | 82.94 706 | 83.28 708 | 84.59 710 | 81.87 702 | 87.85 709 | 83.96 702 | 91.71 712 | 81.49 702 | 76.73 701 | 82.12 711 | 96.47 718 | 96.06 715 | 96.71 718 | 97.16 718 | 92.74 715 | 92.47 717 |
|
| RSGM-EC |  | 88.05 709 | 67.56 689 | 54.72 653 | 84.76 702 | 87.14 707 | 94.31 708 | 92.47 710 | 94.54 715 | 98.04 716 | 95.58 716 | 98.08 717 | 85.88 709 | 83.46 706 | 79.65 705 | 79.54 708 | 95.39 716 | 97.60 716 | 91.56 714 | 95.03 716 | 94.55 717 | 91.16 714 |
|
| acva |  | 88.05 709 | 67.56 689 | 54.72 653 | 84.76 702 | 87.14 707 | 94.31 708 | 92.47 710 | 94.54 715 | 98.04 716 | 95.58 716 | 98.08 717 | 85.88 709 | 83.46 706 | 79.65 705 | 79.54 708 | 95.39 716 | 97.60 716 | 91.56 714 | 95.03 716 | 94.55 717 | 91.16 714 |
|
| USTest |  | 93.46 716 | 90.54 711 | 77.93 695 | 88.02 710 | 92.66 713 | 99.95 722 | 99.98 722 | 99.76 722 | 99.80 720 | 99.20 721 | 99.52 721 | 98.00 718 | 99.17 720 | 89.23 712 | 99.32 721 | 90.19 713 | 98.20 718 | 84.23 708 | 87.33 711 | 84.55 713 | 91.69 716 |
|
| PML |  | 99.07 718 | 100.00 724 | 98.17 713 | 99.22 718 | 99.21 719 | 99.98 723 | 99.74 721 | 98.27 719 | 98.10 718 | 100.00 726 | 99.37 719 | 98.77 720 | 99.85 721 | 100.00 726 | 98.07 719 | 100.00 723 | 99.54 719 | 100.00 723 | 99.51 721 | 99.87 722 | 93.65 718 |
|
| MEDIAN_ROB |  | 99.20 719 | 99.85 719 | 99.64 719 | 98.51 717 | 98.53 718 | 98.60 718 | 97.88 717 | 98.83 720 | 98.59 719 | 99.35 722 | 99.47 720 | 99.57 721 | 99.05 719 | 98.38 719 | 98.37 720 | 99.99 721 | 99.63 720 | 100.00 723 | 100.00 724 | 99.82 721 | 99.92 723 |
|
| Anonymous_1 |  | 99.63 721 | 99.96 720 | 99.94 721 | 99.77 720 | 99.59 720 | 100.00 724 | 100.00 724 | 99.81 724 | 99.98 721 | 99.63 723 | 99.94 722 | 99.75 723 | 100.00 723 | 99.67 721 | 99.89 722 | 98.37 720 | 99.84 721 | 98.70 720 | 99.26 720 | 99.29 720 | 99.24 720 |
|
| tt |  | 89.84 712 | 1.21 112 | 99.99 722 | 99.29 719 | 100.00 725 | 100.00 724 | 100.00 724 | 100.00 725 | 99.99 722 | 78.46 699 | 68.51 686 | 99.99 726 | 100.00 723 | 100.00 726 | 100.00 726 | 95.27 714 | 99.93 722 | 87.33 710 | 86.20 710 | 94.13 716 | 86.50 708 |
|
| test_example2 |  | 99.67 722 | 99.99 721 | 99.99 722 | 100.00 724 | 99.99 723 | 99.87 721 | 99.99 723 | 98.01 718 | 100.00 724 | 100.00 726 | 100.00 723 | 98.18 719 | 98.43 718 | 99.98 723 | 99.98 723 | 100.00 723 | 99.99 723 | 99.40 721 | 99.52 722 | 100.00 725 | 100.00 725 |
|
| fast-reg |  | 100.00 728 | 100.00 724 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 726 | 100.00 723 | 100.00 728 | 100.00 723 | 100.00 726 | 100.00 726 | 100.00 723 | 100.00 724 | 100.00 723 | 100.00 724 | 100.00 725 | 100.00 725 |
|
| iinet-test |  | 99.97 726 | 100.00 724 | 100.00 724 | 99.84 721 | 99.87 721 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 726 | 100.00 723 | 100.00 728 | 100.00 723 | 100.00 726 | 100.00 726 | 100.00 723 | 100.00 724 | 100.00 723 | 100.00 724 | 99.92 723 | 99.83 722 |
|
| IINet |  | 99.97 726 | 100.00 724 | 100.00 724 | 99.84 721 | 99.87 721 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 726 | 100.00 723 | 100.00 728 | 100.00 723 | 100.00 726 | 100.00 726 | 100.00 723 | 100.00 724 | 100.00 723 | 100.00 724 | 99.92 723 | 99.82 721 |
|
| Hybrid-DGEV |  | 100.00 728 | 100.00 724 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 726 | 100.00 723 | 100.00 728 | 100.00 723 | 100.00 726 | 100.00 726 | 100.00 723 | 100.00 724 | 100.00 723 | 100.00 724 | 100.00 725 | 100.00 725 |
|
| RAFT-FEzeroshot |  | 100.00 728 | 100.00 724 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 726 | 100.00 723 | 100.00 728 | 100.00 723 | 100.00 726 | 100.00 726 | 100.00 723 | 100.00 724 | 100.00 723 | 100.00 724 | 100.00 725 | 100.00 725 |
|
| RAFT-FE |  | 100.00 728 | 100.00 724 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 726 | 100.00 723 | 100.00 728 | 100.00 723 | 100.00 726 | 100.00 726 | 100.00 723 | 100.00 724 | 100.00 723 | 100.00 724 | 100.00 725 | 100.00 725 |
|
| FlowAnything |  | 100.00 728 | 100.00 724 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 726 | 100.00 723 | 100.00 728 | 100.00 723 | 100.00 726 | 100.00 726 | 100.00 723 | 100.00 724 | 100.00 723 | 100.00 724 | 100.00 725 | 100.00 725 |
|
| ccccc |  | | 98.11 718 | | 100.00 724 | 100.00 725 | 99.33 720 | | 99.78 723 | | 99.63 723 | | 99.67 722 | | 99.95 722 | | 100.00 723 | 100.00 724 | 99.97 722 | 99.91 723 | 100.00 725 | |
|
| HaxPig |  | 99.40 720 | 99.99 721 | 97.53 712 | 99.99 723 | 99.99 723 | 96.91 712 | 97.19 715 | 99.57 721 | 99.99 722 | 99.98 725 | 100.00 723 | 99.99 726 | 99.96 722 | 99.06 720 | 97.86 718 | 99.99 721 | 100.00 724 | 100.00 723 | 100.00 724 | 100.00 725 | 99.98 724 |
|
| Selective-RAFT-Error |  | 100.00 728 | 100.00 724 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 726 | 100.00 723 | 100.00 728 | 100.00 723 | 100.00 726 | 100.00 726 | 100.00 723 | 100.00 724 | 100.00 723 | 100.00 724 | 100.00 725 | 100.00 725 |
|
| CasAABBNet |  | 100.00 728 | 100.00 724 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 726 | 100.00 723 | 100.00 728 | 100.00 723 | 100.00 726 | 100.00 726 | 100.00 723 | 100.00 724 | 100.00 723 | 100.00 724 | 100.00 725 | 100.00 725 |
|
| LSM0 |  | 100.00 728 | 100.00 724 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 726 | 100.00 723 | 100.00 728 | 100.00 723 | 100.00 726 | 100.00 726 | 100.00 723 | 100.00 724 | 100.00 723 | 100.00 724 | 100.00 725 | 100.00 725 |
|
| DPSMNet_ROB |  | 99.95 724 | 100.00 724 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 99.16 719 | 100.00 723 | 99.95 724 | 100.00 723 | 99.98 723 | 99.99 724 | 100.00 723 | 100.00 724 | 100.00 723 | 100.00 724 | 100.00 725 | 100.00 725 |
|
| DGTPSM_ROB |  | 99.95 724 | 100.00 724 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 99.16 719 | 100.00 723 | 99.95 724 | 100.00 723 | 99.98 723 | 99.99 724 | 100.00 723 | 100.00 724 | 100.00 723 | 100.00 724 | 100.00 725 | 100.00 725 |
|
| DPSM_ROB |  | 100.00 728 | 100.00 724 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 726 | 100.00 723 | 100.00 728 | 100.00 723 | 100.00 726 | 100.00 726 | 100.00 723 | 100.00 724 | 100.00 723 | 100.00 724 | 100.00 725 | 100.00 725 |
|
| DPSM |  | 100.00 728 | 100.00 724 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 724 | 100.00 725 | 100.00 724 | 100.00 726 | 100.00 723 | 100.00 728 | 100.00 723 | 100.00 726 | 100.00 726 | 100.00 723 | 100.00 724 | 100.00 723 | 100.00 724 | 100.00 725 | 100.00 725 |
|
| AVERAGE_ROB |  | 99.81 723 | 99.99 721 | 99.44 718 | 100.00 724 | 100.00 725 | 99.02 719 | 97.81 716 | 100.00 725 | 100.00 724 | 100.00 726 | 100.00 723 | 100.00 728 | 100.00 723 | 100.00 726 | 100.00 726 | 100.00 723 | 100.00 724 | 100.00 723 | 100.00 724 | 100.00 725 | 100.00 725 |
|