Covariate Shift Detection on ImageNet Near Shift benchmark leaderboard · SOTA2 Research

Covariate Shift Detection on ImageNet Near Shift

97.89AUROCS-PUNA

Evaluation Results

Method	Links
S-PUNA2026.05		97.89	98.81	9.69
S-PUNA2026.05		95.81	97.66	19.22
Dist-PU2026.05		84.48	87.33	35.05
LaGAM2026.05		83.01	86.4	65.3
saPU2026.05		82.93	85.83	69.58
Dc-PU2026.05		60.61	65.26	85.8
k-NN2026.05		54.4	90.92	62.63