ResearchBenchmarksCovariate Shift Detection on ImageNet Near ShiftFor AI assistantsMarkdownContent indexCovariate Shift Detection on ImageNet Near ShiftFollow97.89AUROCS-PUNA52.660464.402776.14587.8873May 29, 2026Evaluation resultsMethodMethodLinksAUROCAUPRFPR@95S-PUNAclassifier=trueclassifier=true2026.0597.8998.819.69S-PUNAclassifier=falseclassifier=false2026.0595.8197.6619.22Dist-PU2026.0584.4887.3335.05LaGAM2026.0583.0186.465.3saPU2026.0582.9385.8369.58Dc-PU2026.0560.6165.2685.8k-NN2026.0554.490.9262.63