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ResearchFormerly WizWand

Machine Unlearning Utility on Tiny-ImageNet Dt (test)

36.59Macro F1-scoreOriginal
25.77428.58231.3934.198Aug 1, 2024
Updated 6mo ago

Evaluation results

MethodLinks
OriginalData Distribution Setting=Normal, Backbone=ResNet-502024.0836.59
Adv-FData Distribution Setting=Normal, Backbone=ResNet-502024.0836.57
OriginalData Distribution Setting=Imbalanced, Backbone=ResNet-502024.0833.81
Adv-FData Distribution Setting=Imbalanced, Backbone=ResNet-502024.0833.69
Adv-R (Sr)Data Distribution Setting=Normal, Backbone=ResNet-502024.0831.78
Adv-R (Sn)Data Distribution Setting=Normal, Backbone=ResNet-502024.0831.76
RetrainData Distribution Setting=Normal, Backbone=ResNet-502024.0831.08
Adv-R (Sn)Data Distribution Setting=Imbalanced, Backbone=ResNet-502024.0826.8
Adv-R (Sr)Data Distribution Setting=Imbalanced, Backbone=ResNet-502024.0826.76
RetrainData Distribution Setting=Imbalanced, Backbone=ResNet-502024.0826.19