Covariate Shift Detection on ImageNet Overall Average benchmark leaderboard · SOTA2 Research

Covariate Shift Detection on ImageNet Overall Average

98.61AUROCSupervised classifier

Evaluation Results

Method	Links
Supervised classifier2026.05		98.61	99.14	6.34
S-PUNA2026.05		98.2	99	8.52
S-PUNA2026.05		95.88	97.79	19.57
Dist-PU2026.05		90.59	91.92	26.56
LaGAM2026.05		89.75	90.38	41.38
saPU2026.05		89.01	86.68	48.18
Dc-PU2026.05		65.56	53.62	87.59
KNN2026.05		64.59	75.85	71.73