Machine Unlearning on Office-31 W → A (test)
79.7Target Domain Accuracy (r)Unlearned(+)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Unlearned(+)2026.04 | 79.7 | 87.8 | 42 | |
| Original (SF(DA)2)2026.04 | 78.5 | 76.6 | 44 | |
| Finetune2026.04 | 78.4 | 65 | 48 | |
| Retrain2026.04 | 78 | 0 | 78 | |
| PADA2026.04 | 72 | 98.8 | 36 | |
| SHOT2026.04 | 72 | 84.8 | 39 | |
| UC-SCADA-UL2026.04 | 71.9 | 0 | 72 | |
| Nabla Tau2026.04 | 71.6 | 74.2 | 41 | |
| ZSMU2026.04 | 71.2 | 92.4 | 37 | |
| Lipschitz2026.04 | 70.9 | 47.4 | 50 | |
| UNSIR2026.04 | 68.6 | 64.3 | 42 |