Out-of-Distribution Detection on ImageNet V2 benchmark leaderboard · SOTA2 Research

Out-of-Distribution Detection on ImageNet V2

88.1AUROCSupervised classifier

Evaluation Results

Method	Links
Supervised classifier2026.05		88.1	92.07	51.56
S-PUNA2026.05		84.64	89.21	64.26
S-PUNA2026.05		70.22	80.54	80.64
MSP2026.06		61.53	—	88.49
ReAct2026.06		60.06	—	89.37
ODIN2026.06		59.71	—	90.68
MM++2026.06		59.7	—	90.33
rMaha2026.06		59.4	—	90.43
rMaha++2026.06		59.32	—	90.32
Maha++2026.06		59.29	—	90.32
Energy2026.06		58.86	—	89.73
Maha2026.06		57.61	—	91.22
Dc-PU2026.05		55.72	68.86	93.32
saPU2026.05		54.3	68.75	92.32
LaGAM2026.05		53.8	71.43	91.89
Dist-PU2026.05		50.65	65.63	94.69
KNN2026.05		50.28	65.75	94.43
KNN2026.06		46.21	—	96.34