Deblurring on CelebA (PSNR, SSIM, FID)
46.72PSNRDDNM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DDNMmode=zero-shot2022.12 | 46.72 | 0.996 | 1.41 | — | |
| DDRMmode=zero-shot2022.12 | 43.07 | 0.993 | 6.24 | — | |
| IPnP-Flow2025.12 | 35.13 | 0.951 | — | — | |
| HI-DIFF2026.04 | 34.55 | 0.895 | — | — | |
| PnP-Flow2025.12 | 34.51 | 0.94 | — | — | |
| Blur2Blur2026.04 | 34.41 | 0.903 | — | — | |
| PnP-GS2025.12 | 33.65 | 0.924 | — | — | |
| MatRes2026.04 | 33.21 | 0.871 | — | — | |
| OT-ODE2025.12 | 32.63 | 0.915 | — | — | |
| PnP-Diff2025.12 | 32.49 | 0.911 | — | — | |
| Stripformer2026.04 | 32.48 | 0.78 | — | — | |
| Flow-Priors2025.12 | 31.4 | 0.856 | — | — | |
| D-Flow2025.12 | 31.07 | 0.877 | — | — | |
| Degraded2025.12 | 27.67 | 0.74 | — | — | |
| IAGANBlurring Operator=9x9 uniform filter, Noise Level=10/2552019.06 | 26.15 | — | — | 11 | |
| DIPBlurring Operator=9x9 uniform filter, Noise Level=10/2552019.06 | 25.63 | — | — | 20.3 | |
| DDRM-LAMPNFE=202026.05 | 25.55 | 0.772 | — | — | |
| DDRMNFE=202026.05 | 25.52 | 0.77 | — | — | |
| DPSNFE=10002026.05 | 23.74 | 0.659 | — | — | |
| DiffPIR-LAMPNFE=1002026.05 | 23.26 | 0.566 | — | — | |
| DiffPIRNFE=1002026.05 | 23.2 | 0.567 | — | — | |
| DiffPIR-1MNFE=1002026.05 | 23.2 | 0.567 | — | — | |
| DiffPIR-2MNFE=1002026.05 | 23.06 | 0.559 | — | — | |
| BlurredBlurring Operator=9x9 uniform filter, Noise Level=10/2552019.06 | 22.21 | — | — | 49 | |
| CSGMBlurring Operator=9x9 uniform filter, Noise Level=10/2552019.06 | 20.37 | — | — | 24.1 | |
| A^T ymode=zero-shot2022.12 | 18.85 | 0.741 | 54.31 | — | |
| DDRM-2MNFE=202026.05 | 14.51 | 0.111 | — | — | |
| DDRM-1MNFE=202026.05 | 14.37 | 0.108 | — | — |