Gaussian Deblurring on FFHQ
30.402PSNROurs-tweedie
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Ours-tweedie2026.03 | 30.402 | 85.3 | 0.175 | — | — | |
| Ours-ode2026.03 | 30.019 | 84.1 | 0.158 | — | — | |
| NFC2026.01 | 29.99 | 82.1 | 0.175 | — | — | |
| DAPS2026.03 | 29.79 | 81.3 | 0.157 | — | — | |
| FAST-DIPSType=Pixel, Run-time (s)=2.6122026.03 | 29.406 | 83.6 | 0.247 | — | — | |
| DAPS2026.01 | 29.19 | 81.7 | 0.165 | — | — | |
| G&GMemory (MB)=1983, Run time (sec)=252026.03 | 29 | — | — | — | — | |
| DAPSType=Pixel, Run-time (s)=50.4002026.03 | 28.895 | 77.5 | 0.253 | — | — | |
| DPIR2026.03 | 28.875 | 83.3 | 0.228 | — | — | |
| SITCOMType=Pixel, Run-time (s)=32.8412026.03 | 28.775 | 82 | 0.261 | — | — | |
| RED-DIFFMemory (MB)=1985, Run time (sec)=502026.03 | 28.7 | — | — | — | — | |
| DDNM2026.01 | 28.2 | 80.4 | 0.216 | — | — | |
| DAPSMemory (MB)=2095, Run time (sec)=752026.03 | 28.2 | — | — | — | — | |
| Latent FAST-DIPSType=Latent, Run-time (s)=46.3072026.03 | 28.006 | 79.3 | 0.312 | — | — | |
| HRDISType=Pixel, Run-time (s)=2.5692026.03 | 27.674 | 79.1 | 0.259 | — | — | |
| DCDP2026.01 | 27.5 | 69.9 | 0.304 | — | — | |
| FPS2026.01 | 26.54 | 77.3 | 0.253 | — | — | |
| Resample2026.01 | 26.39 | 71.4 | 0.255 | — | — | |
| ReSampleType=Latent, Run-time (s)=292.6122026.03 | 26.345 | 66.1 | 0.329 | — | — | |
| DPS2026.03 | 26.106 | 73 | 0.207 | — | — | |
| DPS2026.01 | 25.87 | 76.4 | 0.219 | — | — | |
| LatentDAPSType=Latent, Run-time (s)=93.3132026.03 | 25.742 | 73.2 | 0.384 | — | — | |
| DDRM-LAMPNFE=202026.05 | 25.55 | 77.9 | — | — | — | |
| DDRMNFE=202026.05 | 25.51 | 77.6 | — | — | — | |
| DPSNFE=10002026.05 | 25.35 | 70.6 | — | — | — | |
| PNP-DMMemory (MB)=1985, Run time (sec)=1942026.03 | 25.2 | — | — | — | — | |
| DiffPIR-LAMPNFE=1002026.05 | 25.18 | 76.1 | — | — | — | |
| DiffPIR2026.03 | 25.148 | 69.9 | 0.23 | — | — | |
| DDRM2026.01 | 24.93 | 73.2 | 0.239 | — | — | |
| DiffPIRNFE=1002026.05 | 24.84 | 74.1 | — | — | — | |
| DPSMemory (MB)=3309, Run time (sec)=1052026.03 | 24.7 | — | — | — | — | |
| C-ΠGDMType=Pixel, Run-time (s)=1.3052026.03 | 24.432 | 67.8 | 0.368 | — | — | |
| UOTIP2026.05 | 24.06 | 71.39 | — | 55.869 | 21.21 | |
| DiffPIR-1MNFE=1002026.05 | 23.71 | 61 | — | — | — | |
| DiffPIR-2MNFE=1002026.05 | 23.35 | 58.5 | — | — | — | |
| FGPS2026.01 | 22.01 | 60.1 | 0.267 | — | — | |
| KIDOT2026.05 | 21.98 | 53.61 | — | 239.004 | 190.314 | |
| FlowDPS2026.01 | 21.69 | 63.1 | 0.473 | — | — | |
| PMC2026.03 | 20.172 | 63.8 | 0.344 | — | — | |
| DPS2026.05 | 18.91 | 47.69 | — | 73.788 | 4.341 | |
| DCDP2026.03 | 16.821 | 17.1 | 0.642 | — | — | |
| PSLDType=Latent, Run-time (s)=94.8232026.03 | 16.807 | 22.7 | 0.569 | — | — | |
| PGDMMemory (MB)=3409, Run time (sec)=1012026.03 | 13.2 | — | — | — | — | |
| DDRM-2MNFE=202026.05 | 11.85 | 7.4 | — | — | — | |
| DDRM-1MNFE=202026.05 | 11.8 | 7.3 | — | — | — | |
| DDNMMemory (MB)=2019, Run time (sec)=472026.03 | 7.8 | — | — | — | — |