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Benchmarks
Early Detection on SMD
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44.77
Precision
OmniAnomaly
4.4388
14.9094
25.38
35.8506
Feb 19, 2026
Precision
Recall
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
OmniAnomaly
2026.02
44.77
36.73
40.35
DAGMM
2026.02
44.64
36.61
40.23
LSTM-VAE
2026.02
43.49
37.03
40
LSTM-AE
2026.02
43.44
37.29
40.13
USAD
2026.02
42.81
37.39
39.92
VT-SAT
2026.02
40.39
39.57
39.98
VT-PAT
2026.02
39.27
39.01
39.14
FATE
2026.02
37.21
55.6
44.58
AT
2026.02
5.99
4.47
5.12
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