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Papers Benchmarks Datasets Tasks

One-class novelty detection research benchmarks · SOTA2 Research

One-class novelty detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.991AUROC

13

Feb 26, 2026

CIFAR-10 (test)

86.5AUROC

10

Feb 26, 2026

Reverse Distillation

95AUROC

5

Feb 26, 2026

0.995AUC

5

Feb 26, 2026

Reverse Distillation

99.9AUROC

3

Feb 26, 2026

Popular datasets

CIFAR CIFAR-10 Caltech COIL F-MNIST

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