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Time Series Anomaly Detection on Fault (F1-score)
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98.9
F1-score
PLDA
40.764
55.857
70.95
86.043
Oct 26, 2024
F1-score
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1-score
PLDA
TSAD Model=TcnED
2024.10
98.9
LOSS
TSAD Model=TcnED
2024.10
95.8
ORIG
TSAD Model=TcnED
2024.10
95.2
PI
TSAD Model=TcnED
2024.10
93.4
PI
TSAD Model=NeuTral
2024.10
87.5
PLDA
TSAD Model=NeuTral
2024.10
87.5
LOSS
TSAD Model=NeuTral
2024.10
83.1
ORIG
TSAD Model=NeuTral
2024.10
79.9
PLDA
TSAD Model=NCAD
2024.10
76.9
LOSS
TSAD Model=NCAD
2024.10
68.1
PI
TSAD Model=NCAD
2024.10
68
ORIG
TSAD Model=NCAD
2024.10
60.8
ORIG
TSAD Model=TranAD
2024.10
43.2
LOSS
TSAD Model=TranAD
2024.10
43.1
PI
TSAD Model=TranAD
2024.10
43
PLDA
TSAD Model=TranAD
2024.10
43
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