Image Deblurring on CelebA (test)
35.67PSNRFlower-OT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Flower-OTsteps=52026.05 | 35.67 | 0.032 | — | — | — | 95.4 | |
| FlowADMM2026.05 | 35.53 | 0.035 | — | — | — | 95 | |
| Flower-OTsteps=12026.05 | 34.98 | 0.026 | — | — | — | 94.7 | |
| PnP-Flowsteps=52026.05 | 34.8 | 0.047 | — | — | — | 94 | |
| PnP-Flowsteps=12026.05 | 34.48 | 0.04 | — | — | — | 93.6 | |
| PnP-GS2026.05 | 34.03 | 0.041 | — | — | — | 92.4 | |
| OT-ODE2026.05 | 33.01 | 0.029 | — | — | — | 92.1 | |
| DiffPIR2026.05 | 32.77 | 0.06 | — | — | — | 91.2 | |
| Flow-Priors2026.05 | 31.54 | 0.056 | — | — | — | 85.8 | |
| D-Flow2026.05 | 31.25 | 0.038 | — | — | — | 85.4 | |
| DPSprior=clean prior2024.07 | 29.05 | 0.013 | 10.24 | — | — | — | |
| Degraded2026.05 | 27.83 | 0.126 | — | — | — | 74 | |
| EMDiffusion2024.07 | 23.74 | 0.103 | 91.89 | — | — | — | |
| Observations2024.07 | 22.47 | 0.365 | 72.83 | — | — | — | |
| UTOPYSNR=402025.09 | 22.38 | — | — | — | — | 72.6 | |
| UTOPYSNR=352025.09 | 22.17 | — | — | — | — | 71.8 | |
| SURE-Score2024.07 | 22.07 | 0.383 | 191.96 | — | — | — | |
| UTOPYSNR=302025.09 | 21.54 | — | — | — | — | 69.3 | |
| BaselineSNR=352025.09 | 21.17 | — | — | — | — | 66 | |
| AmbientDiffusion2024.07 | 21.16 | 0.158 | 83.99 | — | — | — | |
| BaselineSNR=402025.09 | 21.12 | — | — | — | — | 66.8 | |
| BaselineSNR=302025.09 | 20.84 | — | — | — | — | 65.8 | |
| FISTA-PnPSNR=402025.09 | 19.92 | — | — | — | — | 59.8 | |
| FISTA-PnPSNR=352025.09 | 19.906 | — | — | — | — | 59.8 | |
| FISTA-PnPSNR=302025.09 | 19.85 | — | — | — | — | 59.6 | |
| Baseline (PGD-PnP)2026.02 | — | — | — | 35.26 | 33.64 | — | |
| GSNR w. L8nngamma_g=false2026.02 | — | — | — | 38.18 | 37.99 | — | |
| GSNR w. L8nngamma_g=true2026.02 | — | — | — | 38.18 | 37.99 | — | |
| NPN2026.02 | — | — | — | 37.86 | 37.68 | — |