ResearchBenchmarksCovariate Shift Detection on ImageNet-CFor AI assistantsMarkdownContent indexCovariate Shift Detection on ImageNet-CFollow99.87AUROCSupervised classifier76.542882.598988.65594.7111May 29, 2026Evaluation resultsMethodMethodLinksAUROCAUPRFPR@95Supervised classifier2026.0599.8799.750.47Dist-PU2026.0599.8197.110.65S-PUNAwith classifier=truewith classifier=true2026.0599.6799.911.34LaGAM2026.0599.4992.771.82saPU2026.0599.0681.552.73S-PUNAwith classifier=falsewith classifier=false2026.0598.3699.579.38KNN2026.0586.9833.0787.75Dc-PU2026.0577.4411.7386.64