Box Inpainting on FFHQ 256x256-1K
19.25FIDDCS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DCSsigma_y=0.012025.08 | 19.25 | 0.088 | 25.112 | |
| DCSnoise_level=0.012025.08 | 19.25 | 0.088 | 25.11 | |
| RED-Diffnoise_level=0.012025.08 | 19.98 | 0.09 | 25.2 | |
| Diffusion Optimal ControlNFE=25002024.12 | 20.22 | 0.122 | — | |
| DPSNFE=10002024.12 | 21.19 | 0.212 | — | |
| Diffusion Optimal ControlNFE=10002024.12 | 23.88 | 0.164 | — | |
| DPSnoise_level=0.012025.08 | 24.41 | 0.113 | 23.52 | |
| DCSnoise_level=0.12025.08 | 26.44 | 0.163 | 23.22 | |
| DCSsigma_y=0.12025.08 | 26.444 | 0.1631 | 23.217 | |
| MCGNFE=10002024.12 | 29.26 | 0.286 | — | |
| DPSnoise_level=0.12025.08 | 32.47 | 0.158 | 22.58 | |
| DCSsigma_y=0.5, solver_type=pixel-based2025.08 | 40.099 | 0.2005 | 21.298 | |
| PSLDsigma_y=0.12025.08 | 40.428 | 0.3121 | 19.874 | |
| PSLDNFE=10002024.12 | 43.11 | 0.167 | — | |
| ReSamplesigma_y=0.012025.08 | 50.3 | 0.247 | 20.852 | |
| ReSamplesigma_y=0.12025.08 | 53.263 | 0.2789 | 20.581 | |
| RED-Diffnoise_level=0.12025.08 | 61.14 | 0.298 | 22.96 | |
| DDRMNFE=10002024.12 | 69.71 | 0.587 | — | |
| DDNMnoise_level=0.12025.08 | 72.11 | 0.334 | 19.2 | |
| DDNMNFE=10002024.12 | 72.28 | 0.483 | — | |
| Score-SDENFE=10002024.12 | 76.54 | 0.612 | — | |
| DPSsigma_y=0.5, solver_type=pixel-based2025.08 | 81.491 | 0.2118 | 20.278 | |
| LGD-MCnoise_level=0.012025.08 | 86 | 0.372 | 15.45 | |
| LGD-MCnoise_level=0.12025.08 | 87.72 | 0.384 | 15.38 | |
| DDNMnoise_level=0.012025.08 | 88.32 | 0.209 | 18.12 | |
| PNP-ADMM2024.12 | 123.6 | 0.692 | — | |
| ReSamplesigma_y=0.5, solver_type=latent-based2025.08 | 160.47 | 0.4958 | 17.53 | |
| ADMM-TV2024.12 | 181.5 | 0.463 | — | |
| STSLsigma_y=0.12025.08 | 183 | 0.5481 | 13.864 | |
| MCGnoise_level=0.012025.08 | 185.54 | 0.453 | 15.44 | |
| STSLsigma_y=0.012025.08 | 190.64 | 0.436 | 11.843 | |
| PSLDsigma_y=0.012025.08 | 204.87 | 0.221 | 22.23 | |
| MCGnoise_level=0.12025.08 | 207.2 | 0.579 | 15.3 | |
| Latent-DPSsigma_y=0.012025.08 | 211.23 | 0.227 | 22.184 | |
| DDNMsigma_y=0.5, solver_type=pixel-based2025.08 | 287.79 | 0.9966 | 12.607 | |
| Latent-DPSsigma_y=0.12025.08 | 326.75 | 0.641 | 11.365 |