Image Inpainting on AFHQ 9 (test)
0.254LPIPSALM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ALMTraining-free=true2026.06 | 0.254 | 0.112 | 0.41 | 0.754 | 0.841 | |
| Qwen-Image-InpaintingTraining-free=true2026.06 | 0.257 | 0.126 | 0.333 | 0.689 | 0.813 | |
| ALM*Training-free=Y, pixel-level blending=true2026.06 | 0.259 | 0.125 | 0.343 | 0.719 | 0.826 | |
| FLUX-InpaintingTraining-free=true2026.06 | 0.272 | 0.155 | 0.29 | 0.662 | 0.788 | |
| ALMTraining-free=Y2026.06 | 0.283 | 0.143 | 0.351 | 0.689 | 0.796 | |
| HD-Painter*†Training-free=Y, pixel-level blending=true, super-resolution=true2026.06 | 0.285 | 0.136 | 0.3 | 0.646 | 0.765 | |
| BrushNet*Training-free=N, pixel-level blending=true2026.06 | 0.286 | 0.201 | 0.27 | 0.622 | 0.765 | |
| SDITraining-free=N2026.06 | 0.292 | 0.14 | 0.295 | 0.623 | 0.757 | |
| HD-PainterTraining-free=Y2026.06 | 0.301 | 0.146 | 0.285 | 0.61 | 0.741 | |
| SDXL-InpaintingTraining-free=false2026.06 | 0.303 | 0.191 | 0.309 | 0.656 | 0.78 | |
| SyncSDETraining-free=Y2026.06 | 0.304 | 0.172 | 0.302 | 0.641 | 0.778 | |
| PowerPaintTraining-free=N2026.06 | 0.31 | 0.217 | 0.272 | 0.6 | 0.748 | |
| BrushNetTraining-free=N2026.06 | 0.316 | 0.216 | 0.256 | 0.589 | 0.741 |