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Benchmarks
Univariate Time Series Anomaly Detection on KPI
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22.35
Precision
TranAD
1.3732
6.8191
12.265
17.7109
Aug 18, 2023
Precision
Recall
F1 Score
AU-PR
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
AU-PR
TranAD
Avg Rank=2
2023.08
22.35
40.16
28.72
-
TimesNet
Avg Rank=3
2023.08
21.74
27.13
24.14
-
CARLA
Avg Rank=1
2023.08
19.5
73.6
30.83
-
THOC
Avg Rank=5.5
2023.08
15.11
51.16
23.34
-
TS2Vec
Avg Rank=5
2023.08
13.33
43.29
20.38
-
Donut
Avg Rank=5
2023.08
6.75
93.4
12.59
-
Random
Avg Rank=6.5
2023.08
6.57
94.88
12.29
-
DCdetector
Avg Rank=8
2023.08
2.18
85.89
4.25
-
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