OOD Detection on ImageNet Far-OOD benchmark leaderboard · SOTA2 Research

OOD Detection on ImageNet Far-OOD

48.58FPRdiverseMix

Evaluation Results

Method	Links
diverseMix2024.11		48.58	91.35	92.38
diverseMix2024.11		48.58	91.35	92.38
MixOE2024.11		50.51	90.62	92.31
MixOE2024.11		50.51	90.62	92.31
ODIN2024.11		50.9	89.9	92.5
ODIN2024.11		50.9	89.9	92.5
Max Logits2024.11		52.49	89.6	92.13
Max Logits2024.11		52.49	89.6	92.13
Energy2024.11		53.87	89.3	91.59
Energy2024.11		53.87	89.3	91.59
MSP2024.11		54.51	88.81	91.86
MSP2024.11		54.51	88.81	91.86
OE2024.11		54.95	90.51	91.2
OE2024.11		54.95	90.51	91.2
Energy (w. Daux)2024.11		58.07	89.73	89.67
Energy (w. Daux)2024.11		58.07	89.73	89.67
DPN2024.11		61.31	89.85	90.16
DPN2024.11		61.31	89.85	90.16