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ResearchFormerly WizWand

Image Classification on SVHN (unlearned set Du)

100Macro F1-scoreOriginal
30.403248.471666.5484.6084Aug 1, 2024
Updated 6mo ago

Evaluation results

MethodLinks
OriginalBackbone=ResNet, Class Setting=Balanced2024.08100
Adv-FBackbone=ResNet, Class Setting=Balanced2024.08100
OriginalBackbone=ResNet, Class Setting=Imbalanced2024.08100
Adv-FBackbone=ResNet, Class Setting=Imbalanced2024.08100
Adv-R (Sn)Backbone=ResNet, Class Setting=Balanced, Selection Strategy=Nearest Neighbor2024.0894.64
Adv-R (Sr)Backbone=ResNet, Class Setting=Balanced, Selection Strategy=Random Sampling2024.0894.38
RetrainBackbone=ResNet, Class Setting=Balanced2024.0894.33
Adv-R (Sr)Backbone=ResNet, Class Setting=Imbalanced, Selection Strategy=Random Sampling2024.0834.76
Adv-R (Sn)Backbone=ResNet, Class Setting=Imbalanced, Selection Strategy=Nearest Neighbor2024.0833.92
RetrainBackbone=ResNet, Class Setting=Imbalanced2024.0833.08