Image Inpainting on ImageNet (val)
5.2FIDPalette
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PaletteMask type=20-30% free form2021.11 | 5.2 | 205.5 | 72.3 | 27.6 | — | — | — | |
| PaletteMask type=128x128 center2021.11 | 6.6 | 173.9 | 69.3 | 59.5 | — | — | — | |
| DeepFillv2Mask type=20-30% free form2021.11 | 9.4 | 174.6 | 68.8 | 64.7 | — | — | — | |
| HiFillMask type=20-30% free form2021.11 | 12.4 | 157 | 65.7 | 86.2 | — | — | — | |
| DeepFillv2Mask type=128x128 center2021.11 | 18 | 135.3 | 64.3 | 117.2 | — | — | — | |
| ABMS2026.03 | 19.25 | — | — | — | 29.23 | 88.9 | 0.154 | |
| HiFillMask type=128x128 center2021.11 | 20.1 | 126.8 | 62.3 | 129.7 | — | — | — | |
| DSG2026.03 | 23.63 | — | — | — | 28.67 | 87.7 | 0.176 | |
| LGD2026.03 | 28.65 | — | — | — | 27.78 | 82.4 | 0.242 | |
| DPS2026.03 | 30.57 | — | — | — | 27.56 | 82.5 | 0.251 | |
| ResampleREPA=true2025.11 | 87.15 | — | — | — | 20.79 | 82.7 | 0.143 | |
| Latent DPSREPA=true2025.11 | 88.69 | — | — | — | 20.45 | 82.4 | 0.139 | |
| DPS2025.11 | 97.95 | — | — | — | 19.11 | 76.9 | 0.191 | |
| Latent DPSREPA=false2025.11 | 116.53 | — | — | — | 20.53 | 82.2 | 0.151 | |
| ResampleREPA=false2025.11 | 121.98 | — | — | — | 20.53 | 81.2 | 0.153 | |
| Latent DAPS2025.11 | 188.44 | — | — | — | 21.21 | 71.8 | 0.318 |