ResearchBenchmarksCovariate Shift Detection on GenImageFollow99.64AUROCSupervised classifier55.585667.022878.4689.8972May 29, 2026Evaluation ResultsMethodMethodLinksAUROCAUPRFPR95Supervised classifier2026.0599.6499.951.31S-PUNAwith classifier=truewith classifier=true2026.0599.499.922.23S-PUNAwith classifier=falsewith classifier=false2026.0598.9799.864.74Dist-PU2026.0591.3689.9645.02saPU2026.0590.3288.3451.74LaGAM2026.0590.2488.3652.11Dc-PU2026.0565.0861.2889.36KNN2026.0557.2888.2858.59