Image Inpainting on CelebA-HQ 24 (test)
0.212LPIPSFLUX-Inpainting
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FLUX-InpaintingTraining-free=true2026.06 | 0.212 | 0.133 | 0.364 | 0.719 | 0.809 | |
| Qwen-Image-InpaintingTraining-free=true2026.06 | 0.232 | 0.141 | 0.343 | 0.688 | 0.799 | |
| ALM*Training-free=Y, pixel-level blending=true2026.06 | 0.24 | 0.112 | 0.398 | 0.746 | 0.832 | |
| ALMTraining-free=true2026.06 | 0.249 | 0.13 | 0.442 | 0.772 | 0.843 | |
| BrushNet*Training-free=N, pixel-level blending=true2026.06 | 0.25 | 0.183 | 0.36 | 0.664 | 0.779 | |
| ALMTraining-free=Y2026.06 | 0.251 | 0.126 | 0.417 | 0.732 | 0.813 | |
| SDITraining-free=N2026.06 | 0.268 | 0.13 | 0.368 | 0.659 | 0.763 | |
| PowerPaintTraining-free=N2026.06 | 0.272 | 0.203 | 0.366 | 0.65 | 0.764 | |
| BrushNetTraining-free=N2026.06 | 0.274 | 0.195 | 0.347 | 0.638 | 0.759 | |
| HD-Painter*†Training-free=Y, pixel-level blending=true, super-resolution=true2026.06 | 0.275 | 0.14 | 0.347 | 0.666 | 0.766 | |
| HD-PainterTraining-free=Y2026.06 | 0.286 | 0.146 | 0.344 | 0.642 | 0.747 | |
| SyncSDETraining-free=Y2026.06 | 0.292 | 0.159 | 0.341 | 0.661 | 0.781 | |
| SDXL-InpaintingTraining-free=false2026.06 | 0.313 | 0.232 | 0.332 | 0.657 | 0.768 |