Generative Identity Unlearning on CelebAHQ (multi-image setting, test)
12ID PreservationBaseline
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Baseline2024.05 | 12 | 28 | 9.52 | 4.75 | — | — | |
| Baselinesetting=single-image, images per identity=12024.05 | 5 | — | — | — | 6.75 | 4.32 | |
| GUIDEweight_type=extrapolated, adjacency_aware_loss=true, global_preservation_loss=true2024.05 | 3 | 17 | 7.88 | 3.34 | — | — | |
| Baseline + extrapolated wtweight_type=extrapolated2024.05 | 2 | 15 | 13.02 | 7.31 | — | — | |
| Baseline + extrapolated wt + Ladjweight_type=extrapolated, adjacency_aware_loss=true2024.05 | 1 | 14 | 13.63 | 7.83 | — | — | |
| GUIDE-SG2backbone=StyleGAN2, setting=single-image, images per identity=12024.05 | 1 | — | — | — | 6.07 | 4.25 |