State of Time Series Anomaly Detection

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Surprised by Attention: Predictable Query Dynamics for Time Series Anomaly Detection(8.0)
DQE: A Semantic-Aware Evaluation Metric for Time Series Anomaly Detection(7.0)
GNNs for Time Series Anomaly Detection: An Open-Source Framework and a Critical Evaluation(5.0)