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Univariate Time Series Anomaly Detection research benchmarks · SOTA2 Research

Univariate Time Series Anomaly Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CIMIS44AirTemperature UCR Archive (test)

95F1 Score

22

Feb 26, 2026

ECG UCR Archive (test)

91.8F1 Score

22

Feb 26, 2026

58VUS-PR

21

Jun 9, 2026

22.35Precision

8

Feb 26, 2026

0.575Precision

8

Feb 26, 2026

Popular datasets

ECG Yahoo KPI CIMIS44AirTemperature TSB-AD

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