Machine Unlearning on Office-31 D → W (test)
87Accuracy (DT^r)Retrain
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Retrain2026.04 | 87 | 0 | 87 | |
| Finetune2026.04 | 86.5 | 94 | 45 | |
| Original (SF(DA)2)2026.04 | 86.3 | 99.5 | 43 | |
| Unlearned(+)2026.04 | 82.5 | 100 | 41 | |
| PADA2026.04 | 78.5 | 90.7 | 41 | |
| ZSMU2026.04 | 78.1 | 85.3 | 42 | |
| SHOT2026.04 | 78.1 | 72.7 | 45 | |
| UC-SCADA-UL2026.04 | 77.4 | 0 | 77 | |
| Lipschitz2026.04 | 75.8 | 60.1 | 47 | |
| Nabla Tau2026.04 | 75.1 | 1.6 | 74 | |
| UNSIR2026.04 | 65.7 | 0 | 66 |