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Benchmarks
Multivariate Time Series Anomaly Detection on SWaT 55d
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98.7
Precision
USAD
71.1712
78.3181
85.465
92.6119
Dec 14, 2025
Precision
Recall
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
USAD
2025.12
98.7
74.02
84.6
DARTs
2025.12
97.06
76.09
85.31
MTAD-GAT
2025.12
96.84
78.66
86.81
SimAD
2025.12
95.81
75.18
84.25
ImDiffusion
2025.12
89.78
87.63
88.68
InterFusion
2025.12
86.83
85.3
86
MAD-GAN
2025.12
79.18
54.23
63.85
OmniAnomaly
2025.12
72.23
98.32
83.28
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