Image Restoration (Deblurring) on FFHQ
2.967FIDW2-oriented schedule
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| W2-oriented scheduleV=0.30, sigma_y=0.102026.07 | 2.967 | 0.0278 | 32.468 | 0.893 | |
| cDDIMV=0.30, sigma_y=0.102026.07 | 4.099 | 0.0295 | 32.731 | 0.901 | |
| W2-oriented scheduleV=0.10, sigma_y=0.102026.07 | 5.007 | 0.0562 | 29.996 | 0.839 | |
| W2-oriented scheduleV=0.10, sigma_y=0.202026.07 | 5.996 | 0.0754 | 28.958 | 0.811 | |
| cDDIMV=0.10, sigma_y=0.102026.07 | 7.034 | 0.0603 | 29.891 | 0.843 | |
| MoG-guided BBDM schedule designV=0.30, sigma_y=0.102026.07 | 7.88 | 0.0396 | 33.372 | 0.914 | |
| cDDIMV=0.10, sigma_y=0.202026.07 | 8.006 | 0.0775 | 28.714 | 0.811 | |
| W2-oriented scheduleV=0.03, sigma_y=0.102026.07 | 9.374 | 0.1138 | 27.324 | 0.756 | |
| MoG-guided BBDM schedule designV=0.10, sigma_y=0.102026.07 | 11.527 | 0.0709 | 30.656 | 0.866 | |
| cDDIMV=0.03, sigma_y=0.102026.07 | 12.4 | 0.1108 | 26.8 | 0.748 | |
| MSE-oriented scheduleV=0.30, sigma_y=0.102026.07 | 13.166 | 0.0511 | 34.871 | 0.934 | |
| MoG-guided BBDM schedule designV=0.03, sigma_y=0.102026.07 | 15.942 | 0.1266 | 27.217 | 0.773 | |
| MoG-guided BBDM schedule designV=0.10, sigma_y=0.202026.07 | 17.294 | 0.0985 | 29.471 | 0.841 | |
| MSE-oriented scheduleV=0.10, sigma_y=0.102026.07 | 21.807 | 0.1039 | 31.792 | 0.888 | |
| MSE-oriented scheduleV=0.03, sigma_y=0.102026.07 | 25.073 | 0.1731 | 28.547 | 0.806 | |
| MSE-oriented scheduleV=0.10, sigma_y=0.202026.07 | 26.82 | 0.1222 | 30.815 | 0.868 |