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ResearchFormerly WizWand

Selective Classification on FGSM shift

0.4847AURCML
0.2364520.3009010.365350.429799May 9, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MLClassifier=ResNet502026.050.4847—
MSPClassifier=ResNet502026.050.4795—
SMClassifier=ResNet502026.050.4795—
LMClassifier=ResNet502026.050.4795—
NEClassifier=ResNet502026.050.4795—
NGIClassifier=ResNet502026.050.4795—
ReSIDeClassifier=ResNet50, CSF=ML2026.050.45017.14
ReSIDeClassifier=ResNet50, CSF=LM2026.050.403515.85
ReSIDeClassifier=ResNet50, CSF=SM2026.050.40315.95
ReSIDeClassifier=ResNet50, CSF=NGI2026.050.346727.7
ReSIDeClassifier=ResNet50, CSF=NE2026.050.346127.82
ReSIDeClassifier=ResNet50, CSF=MSP2026.050.344928.07
MSPClassifier=Swin-T2026.050.3023—
SMClassifier=Swin-T2026.050.3023—
LMClassifier=Swin-T2026.050.3023—
NEClassifier=Swin-T2026.050.3023—
NGIClassifier=Swin-T2026.050.3023—
MLClassifier=Swin-T2026.050.3022—
ReSIDeClassifier=Swin-T, CSF=SM2026.050.30140.3
ReSIDeClassifier=Swin-T, CSF=LM2026.050.29562.22
ReSIDeClassifier=Swin-T, CSF=MSP2026.050.28894.43
ReSIDeClassifier=Swin-T, CSF=NE2026.050.28894.43
ReSIDeClassifier=Swin-T, CSF=NGI2026.050.28894.43
ReSIDeClassifier=Swin-T, CSF=ML2026.050.24618.6