Out-of-Distribution Detection on CIFAR-100 In-Dist FarOOD Aggregate benchmark leaderboard · SOTA2 Research

Out-of-Distribution Detection on CIFAR-100 In-Dist FarOOD Aggregate

0.8865AUROCAggBBAS-EC

Evaluation Results

Method	Links
AggBBAS-EC2026.03		0.8865	—	42.19
BBAS-EC2026.03		0.8803	—	41.42
AggBBAS-ED2026.03		0.8755	—	43.45
BBAS-ED2026.03		0.8726	—	42.45
COMBOOD2026.02		0.8586	0.7492	—
RMDS2026.03		0.8292	—	52.81
KNN2026.02		0.824	0.8894	—
KNN2026.03		0.824	—	53.65
VIM2026.03		0.817	—	50.74
SCALE2026.03		0.8142	—	—
ASH2026.03		0.8058	—	59.2
GEN2026.03		0.7968	—	56.71
Reg. Mahalanobis2026.02		0.7947	0.6103	—
ODIN2026.03		0.7928	—	58.86
ODIN2026.02		0.785	0.6547	—
MSP2026.03		0.7776	—	58.7
SHE2026.03		0.7692	—	64.12
MDS2026.02		0.727	0.5765	—
Gram2026.02		0.7014	0.546	—
MDS2026.03		0.6939	—	72.26
MDSEns2026.03		0.66	—	66.74