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ResearchFormerly WizWand

Fault Detection on Cifar-10

97FDRCAFD
38.7653.886984.12May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CAFDBudget size=b=12%, Backbone=ResNet182026.0597
CAFDBudget size=b=10%, Backbone=ResNet182026.0596
DATISBudget size=b=12%, Backbone=ResNet182026.0594
DATISBudget size=b=10%, Backbone=ResNet182026.0592
DeepGiniBudget size=b=12%, Backbone=ResNet182026.0592
MarginBudget size=b=12%, Backbone=ResNet182026.0592
VanillaBudget size=b=12%, Backbone=ResNet182026.0592
RTSBudget size=b=12%, Backbone=ResNet182026.0591
DeepGiniBudget size=b=10%, Backbone=ResNet182026.0587
VanillaBudget size=b=10%, Backbone=ResNet182026.0587
MarginBudget size=b=10%, Backbone=ResNet182026.0586
RTSBudget size=b=10%, Backbone=ResNet182026.0586
CAFDBudget size=b=7%, Backbone=ResNet182026.0585
DATISBudget size=b=7%, Backbone=ResNet182026.0582
CAFDBudget size=b=1%, Backbone=ResNet182026.0575
CAFDBudget size=b=5%, Backbone=ResNet182026.0573
DeepGiniBudget size=b=7%, Backbone=ResNet182026.0573
VanillaBudget size=b=7%, Backbone=ResNet182026.0573
MarginBudget size=b=7%, Backbone=ResNet182026.0572
DATISBudget size=b=5%, Backbone=ResNet182026.0571
RTSBudget size=b=7%, Backbone=ResNet182026.0571
DATISBudget size=b=1%, Backbone=ResNet182026.0568
DeepGiniBudget size=b=1%, Backbone=ResNet182026.0561
RTSBudget size=b=1%, Backbone=ResNet182026.0559
DeepGiniBudget size=b=5%, Backbone=ResNet182026.0559
VanillaBudget size=b=5%, Backbone=ResNet182026.0559
RTSBudget size=b=5%, Backbone=ResNet182026.0559
CAFDBudget size=b=3%, Backbone=ResNet182026.0557
MarginBudget size=b=5%, Backbone=ResNet182026.0557
DATISBudget size=b=3%, Backbone=ResNet182026.0556
MarginBudget size=b=1%, Backbone=ResNet182026.0555
VanillaBudget size=b=1%, Backbone=ResNet182026.0555
DeepGiniBudget size=b=3%, Backbone=ResNet182026.0549
VanillaBudget size=b=3%, Backbone=ResNet182026.0544
RTSBudget size=b=3%, Backbone=ResNet182026.0543
MarginBudget size=b=3%, Backbone=ResNet182026.0541