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OOD Detection and In-Distribution Classification research benchmarks · SOTA2 Research

OOD Detection and In-Distribution Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CIFAR10-LT Average across OOD sets

92.87AUROC

4

Feb 26, 2026

CIFAR10-LT vs Places365

93.68AUROC

4

Feb 26, 2026

CIFAR10-LT vs Tiny ImageNet

0.891AUROC

4

Feb 26, 2026

CIFAR10-LT vs CIFAR100

85.93AUROC

4

Feb 26, 2026

CIFAR10-LT vs SVHN

98.98AUROC

4

Feb 26, 2026

Popular datasets

CIFAR CIFAR10 CIFAR vs Places CIFAR10 vs ImageNet

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