ResearchBenchmarksCovariate Shift Detection on ImageNet-RCovariate Shift Detection on ImageNet-RFollow97.86AUROCSupervised classifier61.179270.702180.22589.7479May 29, 2026Evaluation resultsMethodMethodLinksAUROCAUPRFPR@95Supervised classifier2026.0597.8698.749.99S-PUNAwith classifier=truewith classifier=true2026.0597.3498.4913.37Dist-PU2026.0593.5995.935.48S-PUNAwith classifier=falsewith classifier=false2026.0593.5496.2830.45LaGAM2026.0593.595.9533.11saPU2026.0591.1193.5150.83Dc-PU2026.0563.5772.2392.13KNN2026.0562.5988.4973.92