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Benchmarks
Anomaly Detection on SWaT Physical-level 2015
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77
F1 Score
STA-GNN
21.88
36.19
50.5
64.81
Mar 11, 2026
F1 Score
False Positive Rate (FPR)
Anomaly Detection Score (AD)
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
False Positive Rate (FPR)
Anomaly Detection Score (AD)
STA-GNN
2026.03
77
0.4
15
STA-GNN*
variant=simplified wit...
2026.03
74
0.2
11
LSTM-VAE
2026.03
72
0.1
2
K-means
2026.03
29
82.9
26
SVM
2026.03
24
86
33
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