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Commonsense Anomaly Detection research benchmarks · SOTA2 Research

Commonsense Anomaly Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Urbach and Kutas Commonsense

Masked language model

93.9Accuracy

6

Feb 26, 2026

Federmeier and Kutas Commonsense

Masked language model

87.5Accuracy

6

Feb 26, 2026

Warren Commonsense

Gaussian anomaly model

75Accuracy

6

Feb 26, 2026

Chow Commonsense

Gaussian anomaly model

59.1Accuracy

3

Feb 26, 2026

Popular datasets

Warren Federmeier and Kutas Chow Urbach and Kutas

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