Anomaly Detection on Numenta Anomaly Benchmark

Metric: NAB score (higher is better)

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#	Model↕	NAB score▼	Augmentations	Paper	Date↕	Code
1	HTM AL	70.1	No	-	-	Code
2	CAD OSE	69.9	No	-	-	Code
3	ARIMA AD	65.03	No	-	-	Code
4	Numenta HTM	64.7	No	Evaluating Real-time Anomaly Detection Algorithm...	2015-10-12	Code
5	nab-comportex	64.6	No	-	-	Code
6	Twitter ADVec v1.0.0	47.1	No	Evaluating Real-time Anomaly Detection Algorithm...	2015-10-12	Code
7	Etsy Skyline	35.7	No	Evaluating Real-time Anomaly Detection Algorithm...	2015-10-12	Code
8	Bayesian Changepoint	17.7	No	Real-Time Anomaly Detection for Streaming Analyt...	2016-07-08	Code
9	Random	16.8	No	Evaluating Real-time Anomaly Detection Algorithm...	2015-10-12	Code
10	Sliding Threshold	15	No	Real-Time Anomaly Detection for Streaming Analyt...	2016-07-08	Code

#1HTM AL
70.1
NAB score
No paperCode
#2CAD OSE
69.9
NAB score
No paperCode
#3ARIMA AD
65.03
NAB score
No paperCode
#4Numenta HTMSOTA
64.7
NAB score· 2015-10-12
Evaluating Real-time Anomaly Detection Algorithms - the Numenta Anomaly Benchmark Code
#5nab-comportex
64.6
NAB score
No paperCode
#6Twitter ADVec v1.0.0
47.1
NAB score· 2015-10-12
Evaluating Real-time Anomaly Detection Algorithms - the Numenta Anomaly Benchmark Code
#7Etsy Skyline
35.7
NAB score· 2015-10-12
Evaluating Real-time Anomaly Detection Algorithms - the Numenta Anomaly Benchmark Code
#8Bayesian Changepoint
17.7
NAB score· 2016-07-08
Real-Time Anomaly Detection for Streaming Analytics Code
#9Random
16.8
NAB score· 2015-10-12
Evaluating Real-time Anomaly Detection Algorithms - the Numenta Anomaly Benchmark Code
#10Sliding Threshold
15
NAB score· 2016-07-08
Real-Time Anomaly Detection for Streaming Analytics Code