Machine Unlearning on CIFAR10 (Dr)
100AccuracyFine-tune
Evaluation results
| Method | Links | |
|---|---|---|
| Fine-tuneProportion of remaining data used=0.32026.06 | 100 | |
| Cert.-Hess.Proportion of remaining data used=0.32026.06 | 99.93 | |
| GA+FTProportion of remaining data used=0.32026.06 | 99.86 | |
| Adv. Retr.Proportion of remaining data used=0.352026.06 | 99.83 | |
| Relab.+FTProportion of remaining data used=0.32026.06 | 99.7 | |
| RetrainProportion of remaining data used=0.352026.06 | 99.54 | |
| Pre-unlearn2026.06 | 95.61 | |
| FisherProportion of remaining data used=0.32026.06 | 95.45 | |
| HessianProportion of remaining data used=0.352026.06 | 92.64 | |
| RelabelProportion of remaining data used=0.052026.06 | 47.35 | |
| GAProportion of remaining data used=0.052026.06 | 45.08 |