Out-of-Distribution Detection on CIFAR-10 (TNR@TPR95 vs ISUN/ImageNet/Uniform) benchmark leaderboard · SOTA2 Research

Out-of-Distribution Detection on CIFAR-10 (TNR@TPR95 vs ISUN/ImageNet/Uniform)

100TNR@TPR95% (ISUN)OECC

Evaluation Results

Method	Links
OECC2021.10		100	100	99.6	99.9	99.8	100	100	99.9
Gram2021.10		99.8	99.9	94.4	99.6	98.7	100	100	98.2
OECC2021.10		99.7	99.8	95.7	99.3	98.6	100	100	98.5
Gram2021.10		99.1	99.5	88.7	98.8	96.8	100	100	96
ODIN2021.10		94.3	95.8	80.2	94.6	88.3	100	100	95
ODIN2021.10		94	96.2	74.6	92.5	86.9	100	100	77
Baseline2021.10		93.2	94.2	79.9	93.4	87.1	100	100	92.2
Baseline2021.10		63.3	66.9	52	59.4	57	76.4	88.1	40.4