Fun-TSG: A Function-Driven Multivariate Time Series Generator with Variable-Level Anomaly Labeling

Evaluating anomaly detection methods in multivariate time series is challenging due to limited benchmark datasets with fine-grained annotations. Fun-TSG is introduced as a customizable time series generator to address this, enabling both automated and manual data generation with full transparency for rigorous evaluation.