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SotA/Methodology/Anomaly Detection/Numenta Anomaly Benchmark

Anomaly Detection on Numenta Anomaly Benchmark

Metric: NAB score (higher is better)

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#Model↕NAB score▼AugmentationsPaperDate↕Code
1HTM AL70.1No--Code
2CAD OSE69.9No--Code
3ARIMA AD65.03No--Code
4Numenta HTM64.7NoEvaluating Real-time Anomaly Detection Algorithm...2015-10-12Code
5nab-comportex64.6No--Code
6Twitter ADVec v1.0.047.1NoEvaluating Real-time Anomaly Detection Algorithm...2015-10-12Code
7Etsy Skyline35.7NoEvaluating Real-time Anomaly Detection Algorithm...2015-10-12Code
8Bayesian Changepoint17.7NoReal-Time Anomaly Detection for Streaming Analyt...2016-07-08Code
9Random16.8NoEvaluating Real-time Anomaly Detection Algorithm...2015-10-12Code
10Sliding Threshold15NoReal-Time Anomaly Detection for Streaming Analyt...2016-07-08Code