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ResearchFormerly WizWand

Selective Classification on Mixture distribution even mixture of seven covariate shifts

0.3635AURCML
0.177340.225670.2740.32233May 9, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MLClassifier=ResNet502026.050.3635—
MSPClassifier=ResNet502026.050.3563—
SMClassifier=ResNet502026.050.3563—
LMClassifier=ResNet502026.050.3563—
NEClassifier=ResNet502026.050.3563—
NGIClassifier=ResNet502026.050.3563—
MSPClassifier=Swin-T2026.050.3347—
SMClassifier=Swin-T2026.050.3347—
LMClassifier=Swin-T2026.050.3347—
NEClassifier=Swin-T2026.050.3347—
NGIClassifier=Swin-T2026.050.3347—
MLClassifier=Swin-T2026.050.2868—
ReSIDeClassifier=ResNet50, CSF=ML2026.050.226637.66
ReSIDeClassifier=ResNet50, CSF=LM2026.050.209441.23
ReSIDeClassifier=ResNet50, CSF=SM2026.050.207241.85
ReSIDeClassifier=Swin-T, CSF=ML2026.050.204828.59
ReSIDeClassifier=ResNet50, CSF=NGI2026.050.202843.08
ReSIDeClassifier=ResNet50, CSF=MSP2026.050.200443.76
ReSIDeClassifier=ResNet50, CSF=NE2026.050.197244.65
ReSIDeClassifier=Swin-T, CSF=MSP2026.050.194741.83
ReSIDeClassifier=Swin-T, CSF=SM2026.050.190243.17
ReSIDeClassifier=Swin-T, CSF=NE2026.050.187943.86
ReSIDeClassifier=Swin-T, CSF=LM2026.050.185844.49
ReSIDeClassifier=Swin-T, CSF=NGI2026.050.184544.88