Gaussian Deblur on FFHQ 256x256
29.353PSNRSGPS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SGPSNFE=992025.12 | 29.353 | 0.179 | — | |
| SGPSNFE=482025.12 | 29.08 | 0.192 | — | |
| DDNMNFE=1002025.12 | 28.653 | 0.286 | — | |
| DDNMNFE=502025.12 | 28.575 | 0.281 | — | |
| DAPSNFE=1002025.12 | 27.771 | 0.22 | — | |
| DAPSNFE=502025.12 | 26.733 | 0.267 | — | |
| RED-diffNFE=10002024.07 | 26.44 | 0.324 | 46.55 | |
| Equi-DPSDiffusion model type=Pixel-based, Noise level (sigma_y)=0.05, Resolution=256x2562025.05 | 26.32 | 0.114 | 48.76 | |
| DiffStateGrad-DPSDiffusion model type=Pixel-based, Noise level (sigma_y)=0.05, Resolution=256x2562025.05 | 26.29 | 0.128 | 52.73 | |
| DDRMNFE=202024.07 | 26.28 | 0.269 | 56.82 | |
| DPSDiffusion model type=Pixel-based, Noise level (sigma_y)=0.05, Resolution=256x2562025.05 | 25.48 | 0.145 | 104.8 | |
| DAVINFE=12024.07 | 25.46 | 0.225 | 29.92 | |
| DDRMNFE=502025.12 | 25.233 | 0.284 | — | |
| DPSNFE=10002025.12 | 25.012 | 0.257 | — | |
| MPGD-AEDiffusion model type=Pixel-based, Noise level (sigma_y)=0.05, Resolution=256x2562025.05 | 24.42 | 0.15 | 114.9 | |
| DiffPIRNFE=1002024.07 | 24.41 | 0.299 | 33.91 | |
| DDNM+NFE=1002024.07 | 24.19 | 0.348 | 91.48 | |
| DDRMNFE=1002025.12 | 23.573 | 0.29 | — | |
| ΠGDMNFE=1002024.07 | 23.05 | 0.32 | 52.72 | |
| DPSNFE=10002024.07 | 21.88 | 0.315 | 34.47 | |
| DPSNFE=1002025.12 | 20.103 | 0.39 | — | |
| DPSNFE=502025.12 | 17.138 | 0.48 | — | |
| FPSNFE=1002025.12 | 12.14 | 0.703 | — | |
| FPSNFE=502025.12 | 11.793 | 0.726 | — | |
| MCGDiffusion model type=Pixel-based, Noise level (sigma_y)=0.05, Resolution=256x2562025.05 | 6.72 | 0.34 | 101.2 |