Machine Unlearning on Office-31 A → W (test)
87Accuracy (r)SHOT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SHOT2026.04 | 87 | 92.9 | 45 | |
| PADA2026.04 | 86.5 | 100 | 43 | |
| ZSMU2026.04 | 85.9 | 97.3 | 44 | |
| Nabla Tau2026.04 | 85.4 | 16.4 | 74 | |
| Retrain2026.04 | 83.3 | 0 | 83 | |
| Original (SF(DA)2)2026.04 | 79.9 | 88.5 | 42 | |
| Finetune2026.04 | 79.7 | 80.3 | 44 | |
| UNSIR2026.04 | 77.4 | 0 | 77 | |
| Lipschitz2026.04 | 76.2 | 33.9 | 57 | |
| Unlearned(+)2026.04 | 74.7 | 100 | 37 | |
| UC-SCADA-UL2026.04 | 72.8 | 0 | 73 |