Gaussian Deblurring on FFHQ 256x256-1K
22.62FIDDCS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DCSsigma_y=0.012025.08 | 22.62 | 0.103 | 28.688 | |
| DCSnoise_level=0.012025.08 | 22.62 | 0.103 | 28.69 | |
| DCSnoise_level=0.12025.08 | 26.08 | 0.176 | 25.96 | |
| DCSsigma_y=0.12025.08 | 26.083 | 0.1763 | 25.955 | |
| DPSnoise_level=0.012025.08 | 26.85 | 0.129 | 26.48 | |
| Diffusion Optimal ControlNFE=25002024.12 | 31.8 | 0.189 | — | |
| DPSnoise_level=0.12025.08 | 33.53 | 0.18 | 24.72 | |
| Diffusion Optimal ControlNFE=10002024.12 | 35.24 | 0.191 | — | |
| PSLDsigma_y=0.12025.08 | 36.6 | 0.2897 | 21.068 | |
| PSLDNFE=10002024.12 | 41.53 | 0.221 | — | |
| DPSNFE=10002024.12 | 44.05 | 0.257 | — | |
| ReSamplesigma_y=0.012025.08 | 46.5 | 0.191 | 27.151 | |
| RED-Diffnoise_level=0.012025.08 | 52.09 | 0.234 | 29.72 | |
| ReSamplesigma_y=0.12025.08 | 56.489 | 0.2984 | 23.98 | |
| LGD-MCnoise_level=0.012025.08 | 64.31 | 0.405 | 18.78 | |
| Flash-Diffusion*NFE=varies2024.12 | 65.35 | 0.28 | — | |
| LGD-MCnoise_level=0.12025.08 | 66.04 | 0.415 | 18.3 | |
| MCGnoise_level=0.012025.08 | 67.88 | 0.209 | 23.51 | |
| MCGnoise_level=0.12025.08 | 69.29 | 0.429 | 25.8 | |
| DDNMnoise_level=0.012025.08 | 71.47 | 0.235 | 26.09 | |
| DDRMNFE=10002024.12 | 74.92 | 0.332 | — | |
| DCSsigma_y=0.5, solver_type=pixel-based2025.08 | 82.132 | 0.2109 | 24.009 | |
| DPSsigma_y=0.5, solver_type=pixel-based2025.08 | 83.686 | 0.2268 | 25.02 | |
| PNP-ADMM2024.12 | 90.42 | 0.441 | — | |
| MCGNFE=10002024.12 | 101.2 | 0.34 | — | |
| RED-Diffnoise_level=0.12025.08 | 106.3 | 0.447 | 26.93 | |
| Score-SDENFE=10002024.12 | 109 | 0.403 | — | |
| DDNMNFE=10002024.12 | 126 | 0.995 | — | |
| ReSamplesigma_y=0.5, solver_type=latent-based2025.08 | 162.4 | 0.5409 | 21.166 | |
| STSLsigma_y=0.12025.08 | 169.32 | 0.5137 | 16.411 | |
| DDNMnoise_level=0.12025.08 | 176.8 | 1.22 | 10.73 | |
| ADMM-TV2024.12 | 186.7 | 0.507 | — | |
| PSLDsigma_y=0.012025.08 | 318.2 | 0.2 | 23.77 | |
| Latent-DPSsigma_y=0.012025.08 | 321.5 | 0.39 | 25.608 | |
| Latent-DPSsigma_y=0.12025.08 | 330.93 | 0.6398 | 13.762 | |
| STSLsigma_y=0.012025.08 | 364.07 | 0.583 | 15.196 | |
| DDNMsigma_y=0.5, solver_type=pixel-based2025.08 | 408.85 | 1.4475 | 3.5686 |