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ResearchFormerly WizWand

Image Classification on CIFAR-10 (retained set D\Du)

100Macro F1 ScoreOriginal
90.515292.977695.4497.9024Aug 1, 2024
Updated 6mo ago

Evaluation results

MethodLinks
OriginalBackbone=CNN, Class Setting=Balanced2024.08100
RetrainBackbone=CNN, Class Setting=Balanced2024.08100
Adv-R (Sr)Backbone=CNN, Class Setting=Balanced, Selection Strategy=Random Sampling2024.08100
Adv-R (Sn)Backbone=CNN, Class Setting=Balanced, Selection Strategy=Nearest Neighbor2024.08100
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=Imbalanced, Selection Strategy=Random Sampling2024.0896
Adv-R (Sn)Backbone=CNN, Class Setting=Imbalanced, Selection Strategy=Nearest Neighbor2024.0891.46
RetrainBackbone=CNN, Class Setting=Imbalanced2024.0890.88