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Anomaly Detection on MSL (AUC-PR)

17.1AUC-PRAnomalyBERT
4.8288.01411.214.386Sep 9, 2025

Evaluation results

MethodLinks
AnomalyBERTDim.=M, Avg. Runtime (s)=2594.712025.0917.1
RoseCDLDim.=M, Avg. Runtime (s)=23.472025.0913.6
TimesFMDim.=M, Avg. Runtime (s)=3986.072025.0913.6
TimesNetDim.=M, Avg. Runtime (s)=1916.372025.0911.1
DAGMMDim.=M, Avg. Runtime (s)=23221.202025.098.8
AnomalyTransformerDim.=M, Avg. Runtime (s)=11715.002025.095.3