Machine Unlearning Utility on Tiny-ImageNet Dt (test)
36.59Macro F1-scoreOriginal
Evaluation Results
| Method | Links | |
|---|---|---|
| OriginalData Distribution Setting=Normal, Backbone=ResNet-502024.08 | 36.59 | |
| Adv-FData Distribution Setting=Normal, Backbone=ResNet-502024.08 | 36.57 | |
| OriginalData Distribution Setting=Imbalanced, Backbone=ResNet-502024.08 | 33.81 | |
| Adv-FData Distribution Setting=Imbalanced, Backbone=ResNet-502024.08 | 33.69 | |
| Adv-R (Sr)Data Distribution Setting=Normal, Backbone=ResNet-502024.08 | 31.78 | |
| Adv-R (Sn)Data Distribution Setting=Normal, Backbone=ResNet-502024.08 | 31.76 | |
| RetrainData Distribution Setting=Normal, Backbone=ResNet-502024.08 | 31.08 | |
| Adv-R (Sn)Data Distribution Setting=Imbalanced, Backbone=ResNet-502024.08 | 26.8 | |
| Adv-R (Sr)Data Distribution Setting=Imbalanced, Backbone=ResNet-502024.08 | 26.76 | |
| RetrainData Distribution Setting=Imbalanced, Backbone=ResNet-502024.08 | 26.19 |