Covariate Shift Detection on ImageNet V2 benchmark leaderboard · SOTA2 Research

Covariate Shift Detection on ImageNet V2

97.05AUROCSupervised classifier

Evaluation Results

Method	Links
Supervised classifier2026.05		97.05	98.1	13.6
S-PUNA2026.05		96.38	97.69	17.14
S-PUNA2026.05		92.65	95.45	33.7
Dist-PU2026.05		77.6	84.69	25.08
LaGAM2026.05		75.77	84.43	78.49
saPU2026.05		75.53	83.32	87.43
Dc-PU2026.05		56.15	69.24	82.23
KNN2026.05		51.51	93.55	66.67