Inpainting on SPM microscopy benchmark 20-image (val)
7.64LPIPSLoRA-adapted BrushNet
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| LoRA-adapted BrushNetadaptation=LoRA fine-tuned2026.03 | 7.64 | 21.96 | 15.8 | 0.978 | |
| BiharmonicMethod description=biharmonic spline interpolation2026.03 | 26.48 | 18.88 | 21.67 | 0.9593 | |
| NSMethod description=Navier–Stokes (NS) diffusion2026.03 | 31.06 | 17.29 | 24.55 | 0.9515 | |
| TeleaMethod description=Telea fast-marching inpainting2026.03 | 31.6 | 17.12 | 25.28 | 0.9513 | |
| Surface fittingMethod description=polynomial surface fitting2026.03 | 32.16 | 17.19 | 25.63 | 0.9523 | |
| PatchmatchMethod description=PatchMatch exemplar copying2026.03 | 42.07 | 16.65 | 29.82 | 0.9478 |