Machine Unlearning Utility on Tiny-ImageNet (unlearned set Du)
91.76Macro F1-scoreOriginal
Evaluation results
| Method | Links | |
|---|---|---|
| OriginalData Distribution Setting=Imbalanced, Backbone=ResNet-502024.08 | 91.76 | |
| Adv-FData Distribution Setting=Imbalanced, Backbone=ResNet-502024.08 | 91.37 | |
| OriginalData Distribution Setting=Normal, Backbone=ResNet-502024.08 | 90.34 | |
| Adv-FData Distribution Setting=Normal, Backbone=ResNet-502024.08 | 90.16 | |
| Adv-R (Sn)Data Distribution Setting=Normal, Backbone=ResNet-502024.08 | 31.82 | |
| Adv-R (Sr)Data Distribution Setting=Normal, Backbone=ResNet-502024.08 | 31.26 | |
| RetrainData Distribution Setting=Normal, Backbone=ResNet-502024.08 | 31.03 | |
| Adv-R (Sr)Data Distribution Setting=Imbalanced, Backbone=ResNet-502024.08 | 8.98 | |
| Adv-R (Sn)Data Distribution Setting=Imbalanced, Backbone=ResNet-502024.08 | 8.7 | |
| RetrainData Distribution Setting=Imbalanced, Backbone=ResNet-502024.08 | 8.59 |