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

Covariate Shift Detection on ImageNet-R

97.86AUROCSupervised classifier

Evaluation Results

Method	Links
Supervised classifier2026.05		97.86	98.74	9.99
S-PUNA2026.05		97.34	98.49	13.37
Dist-PU2026.05		93.59	95.9	35.48
S-PUNA2026.05		93.54	96.28	30.45
LaGAM2026.05		93.5	95.95	33.11
saPU2026.05		91.11	93.51	50.83
Dc-PU2026.05		63.57	72.23	92.13
KNN2026.05		62.59	88.49	73.92