ResearchBenchmarksFault-revealing probability estimation on ImageNet (test)Fault-revealing probability estimation on ImageNet (test)Follow105.02Execution Time (s)Vanilla-4,066.779224,092.865452,252.5180,412.1546May 19, 2026Evaluation resultsMethodMethodLinksExecution Time (s)VanillaModel=ResNet101Model=ResNet1012026.05105.02DeepGiniModel=ResNet101Model=ResNet1012026.05105.13MarginModel=ResNet101Model=ResNet1012026.05105.29CAFDModel=ResNet101Model=ResNet1012026.05839.8DATISModel=ResNet101Model=ResNet1012026.051,321RTSModel=ResNet101Model=ResNet1012026.05104,400