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Anomaly Detection on NIPS-TS-SWAN
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95.9
Precision
MAAT
13.948
35.224
56.5
77.776
Feb 11, 2025
Precision
Recall
F1 Score
Updated 3d ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
MAAT
2025.02
95.9
59.9
73.8
DCdetector
2025.02
95.5
59.6
73.4
AnomalyTrans
2025.02
90.7
47.4
62.3
IForest
2025.02
56.9
59.8
58.3
OCSVM
2025.02
47.4
49.8
48.5
AutoEncoder
2025.02
47
52.2
50.9
LSTM-RNN
2025.02
45.2
35.8
40
GBRT
2025.02
44.7
37.5
40.8
Autoregression
2025.02
42.1
35.4
38.5
MatrixProfile
2025.02
17.1
17.1
17.1
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