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ResearchFormerly WizWand

Auditing Data Removal on Chest X-ray C1

1.32PKS ScoreLin et al.
0.98721.07361.161.2464Sep 8, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Lin et al.k=60, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.091.32
Lin et al.k=70, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.091.28
Lin et al.k=80, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.091.26
Lin et al.k=90, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.091.25
Lin et al.k=100, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.091.19
EMAk=100, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.091
EMAk=90, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.091
EMAk=80, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.091
EMAk=70, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.091
EMAk=60, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.091