Image Deblurring on CelebA-HQ (test)
30.8PSNRPaDIS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PaDISAssembly=PaDIS2024.06 | 30.8 | 0.87 | |
| Langevin dynamicsSampling=Langevin dynamics2024.06 | 30.6 | 0.867 | |
| Whole image diffusionScope=Whole image2024.06 | 30.19 | 0.853 | |
| PnP-RED2024.06 | 29.91 | 0.867 | |
| Patch StitchingAssembly=Patch Stitching2024.06 | 29.69 | 0.849 | |
| Patch AveragingAssembly=Patch Averaging2024.06 | 29.41 | 0.847 | |
| PnP-ADMM2024.06 | 28.82 | 0.818 | |
| Predictor-correctorSampling=Predictor-corrector2024.06 | 28.42 | 0.724 | |
| ADMM-TV2024.06 | 28.22 | 0.792 | |
| RED-DiffModel Type=diffusion-based2024.05 | 27.23 | 0.765 | |
| ICTMlocal prior=true2024.05 | 26.54 | 0.76 | |
| OT-ODEModel Type=flow-based2024.05 | 26.28 | 0.727 | |
| DPS-ODEModel Type=flow-based2024.05 | 25.97 | 0.704 | |
| ICTM (w/o prior)local prior=false2024.05 | 25.13 | 0.676 | |
| Baseline2024.06 | 24.54 | 0.688 | |
| ΠGDMModel Type=diffusion-based2024.05 | 24.3 | 0.583 |