Machine Unlearning on IMDB Dt (test)
80.4AccuracyFisher Forgetting
Evaluation results
| Method | Links | |
|---|---|---|
| Fisher Forgettingparameter=0.42026.06 | 80.4 | |
| Certified Hessian Forgettingparameter=0.42026.06 | 80.4 | |
| Retrainparameter=0.352026.06 | 80.34 | |
| Pre-unlearn2026.06 | 79.9 | |
| Adversarial Retrainparameter=0.352026.06 | 78.46 | |
| Relabel + Fine-tuneparameter=0.42026.06 | 78.12 | |
| Gradient Ascent + Fine-tuneparameter=0.42026.06 | 78.1 | |
| Fine-tuneparameter=0.42026.06 | 77.52 | |
| Hessian Forgettingparameter=0.32026.06 | 71.26 | |
| Gradient Ascentparameter=0.152026.06 | 65.04 | |
| Relabelparameter=0.052026.06 | 60.92 |