Image Inpainting on Painters (1,000 image–mask pairs)
0.275LPIPSALM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ALMTraining-free=Y, pixel-level blending=true2026.06 | 0.275 | 0.127 | 0.276 | 0.694 | 0.8 | |
| BrushNetTraining-free=N, pixel-level blending=true2026.06 | 0.302 | 0.216 | 0.182 | 0.579 | 0.745 | |
| SDITraining-free=N, pixel-level blending=false2026.06 | 0.322 | 0.163 | 0.191 | 0.558 | 0.724 | |
| HD-PainterTraining-free=Y, pixel-level blending=true, super-resolution=true2026.06 | 0.331 | 0.184 | 0.201 | 0.605 | 0.731 | |
| BrushNetTraining-free=N, pixel-level blending=false2026.06 | 0.351 | 0.237 | 0.157 | 0.515 | 0.699 | |
| ALMTraining-free=Y, pixel-level blending=false2026.06 | 0.351 | 0.153 | 0.236 | 0.605 | 0.729 | |
| HD-PainterTraining-free=Y, pixel-level blending=false2026.06 | 0.355 | 0.2 | 0.178 | 0.543 | 0.694 | |
| PowerPaintTraining-free=N, pixel-level blending=false2026.06 | 0.365 | 0.247 | 0.164 | 0.518 | 0.69 | |
| SyncSDETraining-free=Y, pixel-level blending=false2026.06 | 0.395 | 0.194 | 0.195 | 0.554 | 0.707 |