Machine Unlearning Utility on Tiny-ImageNet (retained set D \ Du)
95.79Macro F1 ScoreRetrain
Evaluation results
| Method | Links | |
|---|---|---|
| RetrainData Distribution Setting=Imbalanced, Backbone=ResNet-502024.08 | 95.79 | |
| Adv-R (Sr)Data Distribution Setting=Imbalanced, Backbone=ResNet-502024.08 | 95.65 | |
| RetrainData Distribution Setting=Normal, Backbone=ResNet-502024.08 | 93.78 | |
| Adv-R (Sn)Data Distribution Setting=Normal, Backbone=ResNet-502024.08 | 93.09 | |
| Adv-R (Sr)Data Distribution Setting=Normal, Backbone=ResNet-502024.08 | 92.83 | |
| Adv-R (Sn)Data Distribution Setting=Imbalanced, Backbone=ResNet-502024.08 | 92.83 | |
| OriginalData Distribution Setting=Imbalanced, Backbone=ResNet-502024.08 | 91.42 | |
| Adv-FData Distribution Setting=Imbalanced, Backbone=ResNet-502024.08 | 91.1 | |
| Adv-FData Distribution Setting=Normal, Backbone=ResNet-502024.08 | 90.3 | |
| OriginalData Distribution Setting=Normal, Backbone=ResNet-502024.08 | 90.21 |