Machine Unlearning on IMDB (remaining Dr)
100AccuracyRetrain
Evaluation results
| Method | Links | |
|---|---|---|
| Retrainparameter=0.352026.06 | 100 | |
| Fine-tuneparameter=0.42026.06 | 100 | |
| Pre-unlearn2026.06 | 99.99 | |
| Gradient Ascent + Fine-tuneparameter=0.42026.06 | 99.99 | |
| Certified Hessian Forgettingparameter=0.42026.06 | 99.99 | |
| Adversarial Retrainparameter=0.352026.06 | 99.98 | |
| Fisher Forgettingparameter=0.42026.06 | 99.98 | |
| Relabel + Fine-tuneparameter=0.42026.06 | 99.96 | |
| Hessian Forgettingparameter=0.32026.06 | 77.01 | |
| Relabelparameter=0.052026.06 | 72.95 | |
| Gradient Ascentparameter=0.152026.06 | 72.28 |