Machine Unlearning on Office-31 A → D (test)
77.2Accuracy (A->D, r)SHOT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SHOT2026.04 | 77.2 | 47.9 | 0.52 | |
| PADA2026.04 | 76.8 | 76.8 | 0.43 | |
| ZSMU2026.04 | 76.7 | 68.6 | 0.46 | |
| Lipschitz2026.04 | 72.3 | 47.2 | 0.5 | |
| Nabla Tau2026.04 | 71.6 | 3.1 | 0.7 | |
| Retrain2026.04 | 68.2 | 0 | 0.68 | |
| Original (SF(DA)2)2026.04 | 67 | 93.6 | 0.35 | |
| Finetune2026.04 | 66.7 | 85.4 | 0.36 | |
| Unlearned(+)2026.04 | 61.1 | 100 | 0.3 | |
| UC-SCADA-UL2026.04 | 60.6 | 0 | 0.61 | |
| UNSIR2026.04 | 51 | 0 | 0.51 |