Covariate Shift Detection on ImageNet-C benchmark leaderboard · SOTA2 Research

Covariate Shift Detection on ImageNet-C

99.87AUROCSupervised classifier

Evaluation Results

Method	Links
Supervised classifier2026.05		99.87	99.75	0.47
Dist-PU2026.05		99.81	97.11	0.65
S-PUNA2026.05		99.67	99.91	1.34
LaGAM2026.05		99.49	92.77	1.82
saPU2026.05		99.06	81.55	2.73
S-PUNA2026.05		98.36	99.57	9.38
KNN2026.05		86.98	33.07	87.75
Dc-PU2026.05		77.44	11.73	86.64