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Benchmarks
Time Series Anomaly Detection on TSA
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70.28
Precision
OmniAnomaly
52.3296
56.9898
61.65
66.3102
Sep 4, 2020
Precision
Recall
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
OmniAnomaly
Model Category=Reconst...
2020.09
70.28
80.39
74.99
LSTM-VAE
Model Category=Reconst...
2020.09
69.7
77.36
73.33
MTAD-GAT
Model Category=Forecas...
2020.09
69.51
93.52
79.75
LSTM-NDT
Model Category=Forecas...
2020.09
58.33
72.32
64.57
KitNet
Model Category=Reconst...
2020.09
55.79
80.12
65.77
MAD-GAN
Model Category=Reconst...
2020.09
55.1
82.84
66.2
DAGMM
Model Category=Forecas...
2020.09
53.51
88.45
66.68
GAN-Li
Model Category=Reconst...
2020.09
53.02
75.51
62.29
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