Anomalies in Multivariate Time Series Benchmarks Are Mostly Univariate

Marc Pinet, Julien Cumin, Samuel Berlemont +1

Many recent multivariate time series anomaly detection (MTSAD) models incorporate cross-channel modeling, under the implicit assumption that the structure of anomalies may be sprea…