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ResearchFormerly WizWand

Selective Classification on Unseen Cls. shift

0.3737AURCML
-0.0123480.0878760.18810.288324May 9, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MLClassifier=Swin-T2026.050.3737—
ReSIDeClassifier=Swin-T, CSF=ML2026.050.37370
MSPClassifier=ResNet502026.050.3684—
SMClassifier=ResNet502026.050.3684—
LMClassifier=ResNet502026.050.3684—
NEClassifier=ResNet502026.050.3684—
NGIClassifier=ResNet502026.050.3684—
MLClassifier=ResNet502026.050.365—
ReSIDeClassifier=ResNet50, CSF=ML2026.050.3650
ReSIDeClassifier=ResNet50, CSF=MSP2026.050.3631.47
ReSIDeClassifier=ResNet50, CSF=SM2026.050.3631.47
ReSIDeClassifier=ResNet50, CSF=LM2026.050.3631.47
ReSIDeClassifier=ResNet50, CSF=NE2026.050.3631.47
ReSIDeClassifier=ResNet50, CSF=NGI2026.050.3631.47
MSPClassifier=Swin-T2026.050.348—
SMClassifier=Swin-T2026.050.348—
LMClassifier=Swin-T2026.050.348—
NEClassifier=Swin-T2026.050.348—
NGIClassifier=Swin-T2026.050.348—
ReSIDeClassifier=Swin-T, CSF=MSP2026.050.31938.25
ReSIDeClassifier=Swin-T, CSF=SM2026.050.31938.25
ReSIDeClassifier=Swin-T, CSF=LM2026.050.31938.25
ReSIDeClassifier=Swin-T, CSF=NE2026.050.31938.25
ReSIDeClassifier=Swin-T, CSF=NGI2026.050.31938.25
MSPClassifier=ResNet502026.050.0147—
SMClassifier=ResNet502026.050.0147—
LMClassifier=ResNet502026.050.0147—
NEClassifier=ResNet502026.050.0147—
NGIClassifier=ResNet502026.050.0147—
MLClassifier=ResNet502026.050.0146—
ReSIDeClassifier=ResNet50, CSF=ML2026.050.012812.33
ReSIDeClassifier=ResNet50, CSF=NE2026.050.009634.69
ReSIDeClassifier=ResNet50, CSF=NGI2026.050.009634.69
ReSIDeClassifier=ResNet50, CSF=MSP2026.050.009535.37
ReSIDeClassifier=ResNet50, CSF=SM2026.050.009535.37
ReSIDeClassifier=ResNet50, CSF=LM2026.050.009237.41
MLClassifier=Swin-T2026.050.0059—
MSPClassifier=Swin-T2026.050.0047—
SMClassifier=Swin-T2026.050.0047—
LMClassifier=Swin-T2026.050.0047—
NEClassifier=Swin-T2026.050.0047—
NGIClassifier=Swin-T2026.050.0047—
ReSIDeClassifier=Swin-T, CSF=ML2026.050.00432.2
ReSIDeClassifier=Swin-T, CSF=MSP2026.050.002546.81
ReSIDeClassifier=Swin-T, CSF=SM2026.050.002546.81
ReSIDeClassifier=Swin-T, CSF=LM2026.050.002546.81
ReSIDeClassifier=Swin-T, CSF=NE2026.050.002546.81
ReSIDeClassifier=Swin-T, CSF=NGI2026.050.002546.81