Benchmark#

Detector

Dataset

Key

Size(#)

Time(s)

Point_Precision

Point_Recall

Point_Fbeta

Series_Precision

Series_Recall

Series_Fbeta

Numenta_Precision

Numenta_Recall

Numenta_Fbeta

SpotDetector

AIOPS_KPI

02e99bd4f6cfb33f

128562

5.1

0.6

0.001

0.001

0.6

0.002

0.003

0.6

0.002

0.003

SpotDetector

AIOPS_KPI

046ec29ddf80d62e

8784

0.725

0.667

0.025

0.048

0.667

0.013

0.025

0.667

0.025

0.048

SpotDetector

AIOPS_KPI

07927a9a18fa19ae

10960

0.467

0.5

0.008

0.015

0.5

0.004

0.007

0.5

0.004

0.007

SpotDetector

AIOPS_KPI

09513ae3e75778a3

128971

3.958

0.214

0.013

0.024

0.214

0.019

0.036

0.214

0.019

0.036

SpotDetector

AIOPS_KPI

18fbb1d5a5dc099d

129128

4.817

0.857

0.002

0.003

0.821

0.018

0.036

0.857

0.025

0.049

SpotDetector

AIOPS_KPI

1c35dbf57f55f5e4

128853

6.174

0.714

0.001

0.002

0.7

0.039

0.074

0.714

0.058

0.107

SpotDetector

AIOPS_KPI

40e25005ff8992bd

100254

5.97

1

0.003

0.006

1

0.009

0.017

1

0.009

0.017

SpotDetector

AIOPS_KPI

54e8a140f6237526

8248

1.544

0

0

0

0

0

0

0

0

0

SpotDetector

AIOPS_KPI

71595dd7171f4540

147668

5.534

0.6

0.003

0.005

0.5

0.011

0.021

0.6

0.011

0.021

SpotDetector

AIOPS_KPI

769894baefea4e9e

8784

0.664

0.333

0.111

0.167

0.333

0.111

0.167

0.333

0.111

0.167

SpotDetector

AIOPS_KPI

76f4550c43334374

8784

0.643

0.75

0.069

0.126

0.667

0.135

0.225

0.75

0.155

0.257

SpotDetector

AIOPS_KPI

7c189dd36f048a6c

147689

5.454

0.889

0.019

0.037

0.875

0.028

0.055

0.889

0.028

0.055

SpotDetector

AIOPS_KPI

88cf3a776ba00e7c

65436

2.732

0.867

0.004

0.008

0.9

0.033

0.064

0.867

0.034

0.066

SpotDetector

AIOPS_KPI

8a20c229e9860d0c

8784

0.623

0.5

0.25

0.333

0.5

0.25

0.333

0.5

0.25

0.333

SpotDetector

AIOPS_KPI

8bef9af9a922e0b3

129453

5.161

0.667

0.004

0.008

0.5

0.007

0.014

0.667

0.007

0.014

SpotDetector

AIOPS_KPI

8c892e5525f3e491

147009

4.959

0.714

0.002

0.003

0.6

0.035

0.067

0.714

0.037

0.071

SpotDetector

AIOPS_KPI

9bd90500bfd11edb

128613

5.821

0.2

0.007

0.014

0.2

0.125

0.154

0.2

0.125

0.154

SpotDetector

AIOPS_KPI

9ee5879409dccef9

65449

3.06

1

0.002

0.003

1

0.009

0.018

1

0.009

0.018

SpotDetector

AIOPS_KPI

a40b1df87e3f1c87

137925

5.953

0.818

0.024

0.046

0.875

0.019

0.037

0.818

0.026

0.05

SpotDetector

AIOPS_KPI

a5bf5d65261d859a

128679

5.017

0.5

0.034

0.065

0.5

0.056

0.1

0.5

0.056

0.1

SpotDetector

AIOPS_KPI

affb01ca2b4f0b45

147680

4.774

0.909

0.017

0.034

0.889

0.009

0.018

0.909

0.01

0.02

SpotDetector

AIOPS_KPI

b3b2e6d1a791d63a

8247

1.105

0.333

0.083

0.133

0.333

0.083

0.133

0.333

0.083

0.133

SpotDetector

AIOPS_KPI

c58bfcbacb2822d1

128667

4.029

0.077

0.008

0.015

0.1

0.014

0.024

0.077

0.014

0.024

SpotDetector

AIOPS_KPI

cff6d3c01e6a6bfa

147629

5.239

0.8

0.007

0.015

0.833

0.025

0.048

0.8

0.028

0.054

SpotDetector

AIOPS_KPI

da403e4e3f87c9e0

129035

5.696

0.417

0.001

0.001

0.417

0.004

0.007

0.417

0.004

0.008

SpotDetector

AIOPS_KPI

e0770391decc44ce

147024

4.986

0.714

0.002

0.003

0.625

0.022

0.043

0.714

0.025

0.048