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Multivariate Anomaly Detection research benchmarks · SOTA2 Research

Multivariate Anomaly Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

TSB-AD multivariate 180 series (test)

43.7AUC-PR

26

Apr 21, 2026

CLIENT_DHCP_SUCCESS_RATE Consensus Labels (last 192 steps (4 days at 30-min intervals))

VAR-Mahalanobis

96Precision

9

Jun 11, 2026

86F1 Score

6

Jun 1, 2026

Popular datasets

SKAB TSB-AD CLIENT_DHCP_SUCCESS_RATE

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