ResearchBenchmarksCovariate Shift Detection on ImageNet V2Covariate Shift Detection on ImageNet V2Follow97.05AUROCSupervised classifier49.688461.984274.2886.5758May 29, 2026Evaluation resultsMethodMethodLinksAUROCAUPRFPR@95Supervised classifier2026.0597.0598.113.6S-PUNAwith classifier=truewith classifier=true2026.0596.3897.6917.14S-PUNAwith classifier=falsewith classifier=false2026.0592.6595.4533.7Dist-PU2026.0577.684.6925.08LaGAM2026.0575.7784.4378.49saPU2026.0575.5383.3287.43Dc-PU2026.0556.1569.2482.23KNN2026.0551.5193.5566.67