Face Inpainting on CelebA-HQ-IDI-5 shared subset of 320 identities
74.1Identity ScorePVA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PVAFT. Time=~1 min2026.05 | 74.1 | 8.22 | 4.289 | |
| Custom DiffusionFT. Time=~3 h2026.05 | 72.9 | 13.9 | 5.87 | |
| MyStyleFT. Time=~15 min2026.05 | 69.6 | 27.7 | 5.029 | |
| Textual InversionFT. Time=~6 h2026.05 | 64.4 | 13.8 | 8.404 | |
| PVA (No-Tune)Backbone=SD2, Fine-Tuning=None2026.05 | 61.9 | 19.42 | 1.1 | |
| ID-ControlNetBackbone=SD1.5, Fine-Tuning=None2026.05 | 61.1 | 22.59 | 1.947 | |
| Paint by Example2026.05 | 43 | 11.2 | 6.089 | |
| SD1.5Backbone=SD1.52026.05 | 38.5 | 28.85 | 3.813 | |
| SD2Backbone=SD22026.05 | 35.9 | 8.24 | 2.717 |