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ResearchFormerly WizWand

Covariate Shift Detection on ImageNet

98.2AUROCS-PUNA
63.245672.320381.39590.4697May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
S-PUNAclassifier=true2026.0598.2998.52
S-PUNAclassifier=false2026.0595.8897.7919.57
Dist-PU2026.0590.5991.9226.56
LaGAM2026.0589.7590.3841.38
saPU2026.0589.0186.6848.18
Dc-PU2026.0565.5653.6287.59
k-NN2026.0564.5975.8571.73