4x Super-Resolution on FFHQ 256x256 (test)
28.23PSNRDAVI
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DAVINFE=12024.07 | 28.23 | 0.171 | 23.96 | — | — | |
| DAVI2024.07 | 28.23 | 0.171 | 23.96 | — | — | |
| I2SBNFE=12024.07 | 27.95 | 0.292 | 66.91 | — | — | |
| CDDBNFE=12024.07 | 27.89 | 0.294 | 67.15 | — | — | |
| CDDBNFE=202024.07 | 27.39 | 0.217 | 27.84 | — | — | |
| I2SBNFE=202024.07 | 27.09 | 0.223 | 28.46 | — | — | |
| FPS2024.07 | 26.92 | 0.182 | 25.08 | — | — | |
| CDDBNFE=1002024.07 | 26.8 | 0.228 | 30.92 | — | — | |
| I2SBNFE=1002024.07 | 26.4 | 0.234 | 29.33 | — | — | |
| Equi-PSLDDiffusion Mode=Latent diffusion, Noise Standard Deviation (sigma_y)=0.05, Resolution=256 x 2562025.05 | 26.32 | 0.289 | 90.88 | — | — | |
| EquiCon-PSLDDiffusion Mode=Latent diffusion, Noise Standard Deviation (sigma_y)=0.05, Resolution=256 x 2562025.05 | 26.14 | 0.277 | 79.39 | — | — | |
| PSLDDiffusion Mode=Latent diffusion, Noise Standard Deviation (sigma_y)=0.05, Resolution=256 x 2562025.05 | 24.51 | 0.313 | 89.72 | — | — | |
| DAVI2024.07 | — | — | — | 1 | — | |
| DDNM+2024.07 | — | — | — | 100 | — | |
| DDRM2024.07 | — | — | — | 20 | — | |
| DiffPIR2024.07 | — | — | — | 100 | — | |
| DPS2024.07 | — | — | — | 1,000 | — | |
| FPS2024.07 | — | — | — | 1,000 | — | |
| RED-diff2024.07 | — | — | — | 1,000 | — | |
| ΠGDM2024.07 | — | — | — | 100 | — |