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Univariate Anomaly Detection research benchmarks · SOTA2 Research

Univariate Anomaly Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

98.5PA-F1

36

Apr 23, 2026

92.8PA-F1

18

Apr 23, 2026

IT monitoring datasets

22CPU Time (s)

5

Feb 26, 2026

Popular datasets

NAB MSL IT monitoring

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