Out-of-Distribution Detection on CIFAR-100 (test) (Metrics vs CIFAR10, SVHN, LSUN_CR, Smooth) benchmark leaderboard · SOTA2 Research

Out-of-Distribution Detection on CIFAR-100 (test) (Metrics vs CIFAR10, SVHN, LSUN_CR, Smooth)

80.1FPR (CIFAR-10 OOD)Plain

Evaluation Results

Method	Links
Plain2021.06		80.1	77.38	100	100	77.3	100	100	79	100	100	70	100	100
ATOM2021.06		81.3	68.32	100	99.6	51	100	97.4	26.3	100	94.7	10	100	86
OE2021.06		81.8	77.25	100	100	37.7	100	100	0	100	99.7	0	100	100
ProoD2021.06		82.2	77.16	100	100	37.6	100	100	0	100	99.3	3.4	100	100
ACET2021.06		87.9	73.02	100	100	8.2	100	100	87	100	100	0	100	98.2
ProoD-Disc2021.06		95.9	—	97.5	97.5	91.3	92.8	92.7	91.7	95.3	95	100	100	100