Evaluating anomaly detection by averaging over diverse datasets is misleading; the paper proposes scenario-based benchmarking organized by shared structural properties.
Andrew Gadsden, and John Yawney
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We Need to Rethink Benchmarking in Anomaly Detection
Evaluating anomaly detection by averaging over diverse datasets is misleading; the paper proposes scenario-based benchmarking organized by shared structural properties.