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Anomaly Classification research benchmarks – Page 3 · SOTA2 Research

Anomaly Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

81.4Accuracy

3

Feb 26, 2026

83.31AUC

3

Feb 26, 2026

76.24AUC

3

Feb 26, 2026

95.4AUC

3

Feb 26, 2026

ChestXray (test)

0.711AUC

3

Feb 26, 2026

0.779AUC

3

Feb 26, 2026

Medical AD (test)

88.97AUC

3

Feb 26, 2026

71.34Accuracy

2

Jun 9, 2026

Medical Cross-dataset (NIHChest, CheXpert, ADNI, OCTDL) (test)

62.44NIHChest Score

2

Feb 26, 2026

Page 3 of 3

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