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Benchmarks
Time Series Anomaly Detection on ASD
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85.2
F1 Score
PLDA
59.096
65.873
72.65
79.427
Oct 26, 2024
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
PLDA
TSAD Model=TcnED
2024.10
85.2
PLDA
TSAD Model=TranAD
2024.10
85
PI
TSAD Model=TcnED
2024.10
78.8
LOSS
TSAD Model=TcnED
2024.10
78.5
PLDA
TSAD Model=NCAD
2024.10
77.2
ORIG
TSAD Model=TcnED
2024.10
76.5
LOSS
TSAD Model=NCAD
2024.10
75.6
PI
TSAD Model=NCAD
2024.10
73.6
ORIG
TSAD Model=NCAD
2024.10
73.4
PI
TSAD Model=TranAD
2024.10
68.4
LOSS
TSAD Model=TranAD
2024.10
66.6
ORIG
TSAD Model=TranAD
2024.10
65.5
PLDA
TSAD Model=NeuTral
2024.10
63.6
PI
TSAD Model=NeuTral
2024.10
62.6
ORIG
TSAD Model=NeuTral
2024.10
61.4
LOSS
TSAD Model=NeuTral
2024.10
60.1
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