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ResearchFormerly WizWand

Image Classification on CIFAR-10 (unlearned set Du)

100Macro F1 ScoreOriginal
20.928841.456961.98582.5131Aug 1, 2024
Updated 6mo ago

Evaluation results

MethodLinks
OriginalBackbone=CNN, Class Setting=Balanced2024.08100
Adv-FBackbone=CNN, Class Setting=Balanced2024.08100
OriginalBackbone=CNN, Class Setting=Imbalanced2024.08100
Adv-FBackbone=CNN, Class Setting=Imbalanced2024.08100
Adv-R (Sr)Backbone=CNN, Class Setting=Balanced, Selection Strategy=Random Sampling2024.0883.81
RetrainBackbone=CNN, Class Setting=Balanced2024.0883.6
Adv-R (Sn)Backbone=CNN, Class Setting=Balanced, Selection Strategy=Nearest Neighbor2024.0882.4
Adv-R (Sr)Backbone=CNN, Class Setting=Imbalanced, Selection Strategy=Random Sampling2024.0825.94
RetrainBackbone=CNN, Class Setting=Imbalanced2024.0824.25
Adv-R (Sn)Backbone=CNN, Class Setting=Imbalanced, Selection Strategy=Nearest Neighbor2024.0823.97