Machine Unlearning on Office-31 D → A (test)
78.6Retained Performance D->AUnlearned(+)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Unlearned(+)2026.04 | 78.6 | 89 | 42 | |
| Finetune2026.04 | 77.2 | 79.4 | 43 | |
| Original (SF(DA)2)2026.04 | 77.1 | 84.8 | 42 | |
| Retrain2026.04 | 76 | 0 | 76 | |
| UC-SCADA-UL2026.04 | 72.1 | 0 | 72 | |
| PADA2026.04 | 66.3 | 90.7 | 35 | |
| SHOT2026.04 | 65.9 | 69.6 | 39 | |
| Nabla Tau2026.04 | 65.5 | 36.9 | 48 | |
| ZSMU2026.04 | 63.3 | 92.4 | 33 | |
| Lipschitz2026.04 | 58.3 | 37.4 | 42 | |
| UNSIR2026.04 | 58 | 1.2 | 57 |