Random inpainting on FFHQ 256 x 256
0.047LPIPSEqui-ReSample
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Equi-ReSampleResolution=256x256, Noise level (sigma_y)=0.012025.05 | 0.047 | 29.88 | 31.47 | 0.908 | |
| EquiCon-ReSampleResolution=256x256, Noise level (sigma_y)=0.012025.05 | 0.047 | 28.81 | 31.21 | 0.904 | |
| Equi-DPSDiffusion model type=Pixel-based, Noise level (sigma_y)=0.05, Resolution=256x256, Mask type=Random2025.05 | 0.068 | 33.65 | 32.16 | — | |
| DiffStateGrad-DPSDiffusion model type=Pixel-based, Noise level (sigma_y)=0.05, Resolution=256x256, Mask type=Random2025.05 | 0.107 | 49.42 | 30.15 | — | |
| DPSDiffusion model type=Pixel-based, Noise level (sigma_y)=0.05, Resolution=256x256, Mask type=Random2025.05 | 0.113 | 51.32 | 29.63 | — | |
| ReSampleResolution=256x256, Noise level (sigma_y)=0.012025.05 | 0.115 | 36.12 | 31.27 | 0.892 | |
| MPGD-AEDiffusion model type=Pixel-based, Noise level (sigma_y)=0.05, Resolution=256x256, Mask type=Random2025.05 | 0.172 | 339 | 25.22 | — | |
| MCGDiffusion model type=Pixel-based, Noise level (sigma_y)=0.05, Resolution=256x256, Mask type=Random2025.05 | 0.286 | 29.26 | 21.57 | — |