Welcome! This map organises time-series anomaly detection methods by how they detect anomalies (distance, density, prediction) and places each method at its publication year. Click any node for details or use the filters on the left.
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| Method | Year | Category | Dimension | Supervision | Streaming | Code |
|---|
Trends across the methods that match your current filters.
Share of methods per 5-year period (periods with at least 3 methods)
Find a method for your data
Answer a few questions to shortlist methods whose properties fit your setting.
This shortlist matches properties, not accuracy. To compare detection accuracy on real data, see the
TSB-AD benchmark.
Generated file methods/…json
Tip: you can also fix an existing entry via “Suggest an edit” in any method’s detail panel.