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Far OOD detection research benchmarks · SOTA2 Research

Far OOD detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Average (CIFAR-10, CIFAR-100, TinyImageNet)

91.17AUROC

35

Apr 15, 2026

93.9AUROC

34

Apr 15, 2026

96.3AUROC

34

Apr 14, 2026

18.3FPR@95

32

Apr 14, 2026

97.1AUROC

32

Apr 14, 2026

iNaturalist (test)

98.49AUROC

32

Apr 14, 2026

Average (CIFAR-10, CIFAR-100, ImageNet-200)

91.17AUROC

21

Apr 15, 2026

93.9AUROC

21

Apr 15, 2026

98.17AUROC (Original)

16

Apr 14, 2026

8.37FPR95 (MaxLogit, Original)

8

Apr 14, 2026

98.46AUROC

3

Apr 14, 2026

98.2AUROC

3

Apr 14, 2026

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SUN ImageNet iNaturalist Texture Places

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