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ResearchFormerly WizWand

Fault Detection on Cifar-100

78FDRCAFD
43.6852.5961.570.41May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CAFDBudget size=b=1%, Backbone=ResNet1522026.0578
CAFDBudget size=b=12%, Backbone=ResNet1522026.0574
CAFDBudget size=b=10%, Backbone=ResNet1522026.0571
VanillaBudget size=b=12%, Backbone=ResNet1522026.0571
DeepGiniBudget size=b=12%, Backbone=ResNet1522026.0569
DeepGiniBudget size=b=1%, Backbone=ResNet1522026.0568
DATISBudget size=b=1%, Backbone=ResNet1522026.0568
MarginBudget size=b=12%, Backbone=ResNet1522026.0567
DATISBudget size=b=12%, Backbone=ResNet1522026.0566
VanillaBudget size=b=1%, Backbone=ResNet1522026.0565
CAFDBudget size=b=3%, Backbone=ResNet1522026.0564
RTSBudget size=b=1%, Backbone=ResNet1522026.0563
DeepGiniBudget size=b=10%, Backbone=ResNet1522026.0563
VanillaBudget size=b=10%, Backbone=ResNet1522026.0563
RTSBudget size=b=12%, Backbone=ResNet1522026.0563
DeepGiniBudget size=b=3%, Backbone=ResNet1522026.0560
VanillaBudget size=b=3%, Backbone=ResNet1522026.0560
DATISBudget size=b=3%, Backbone=ResNet1522026.0560
MarginBudget size=b=10%, Backbone=ResNet1522026.0559
DATISBudget size=b=10%, Backbone=ResNet1522026.0559
CAFDBudget size=b=5%, Backbone=ResNet1522026.0558
RTSBudget size=b=10%, Backbone=ResNet1522026.0557
DeepGiniBudget size=b=5%, Backbone=ResNet1522026.0556
CAFDBudget size=b=7%, Backbone=ResNet1522026.0555
VanillaBudget size=b=5%, Backbone=ResNet1522026.0554
DATISBudget size=b=5%, Backbone=ResNet1522026.0552
DeepGiniBudget size=b=7%, Backbone=ResNet1522026.0552
RTSBudget size=b=3%, Backbone=ResNet1522026.0551
VanillaBudget size=b=7%, Backbone=ResNet1522026.0550
RTSBudget size=b=5%, Backbone=ResNet1522026.0549
MarginBudget size=b=1%, Backbone=ResNet1522026.0548
DATISBudget size=b=7%, Backbone=ResNet1522026.0547
MarginBudget size=b=3%, Backbone=ResNet1522026.0546
RTSBudget size=b=7%, Backbone=ResNet1522026.0546
MarginBudget size=b=5%, Backbone=ResNet1522026.0545
MarginBudget size=b=7%, Backbone=ResNet1522026.0545