Generative Identity Unlearning on CelebAHQ Out-of-Domain
0.01IDBaseline + extrapolated wt + Ladj
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Baseline + extrapolated wt + LadjComponents=extrapolated wt + Ladj2024.05 | 0.01 | 13.63 | 7.83 | |
| Baseline + extrapolated wtComponents=extrapolated wt2024.05 | 0.02 | 13.02 | 7.31 | |
| GUIDEComponents=extrapolated wt + Ladj + Lglobal2024.05 | 0.03 | 7.88 | 3.34 | |
| Baseline2024.05 | 0.12 | 9.52 | 4.75 | |
| GUIDE#IDS=N=502025.12 | 0.1339 | 174.96 | — | |
| GUIDE#IDS=N=202025.12 | 0.1748 | 168.34 | — | |
| GUIDE#IDS=N=102025.12 | 0.2893 | 165.37 | — | |
| GUIDE#IDS=N=52025.12 | 0.3244 | 116.47 | — | |
| SUGAR#IDS=N=502025.12 | 0.3504 | 137.41 | — | |
| SUGAR#IDS=N=202025.12 | 0.4182 | 124.31 | — | |
| SUGAR#IDS=N=102025.12 | 0.4791 | 118.32 | — | |
| GUIDE#IDS=N=12025.12 | 0.5118 | 133.16 | — | |
| SUGAR#IDS=N=52025.12 | 0.5766 | 101.78 | — | |
| SUGAR#IDS=N=12025.12 | 0.7057 | 66.28 | — |