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Benchmarks
Anomaly Detection on NGAFID (Overall)
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72.58
Accuracy
InceptionTime
56.3768
60.5834
64.79
68.9966
Mar 24, 2026
Accuracy
F1 Score
False Negative Rate (FNR)
Execution Time (ET)
Total Time Taken (TTT)
Inference Time (32)
Model Size
Updated 25d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
False Negative Rate (FNR)
Execution Time (ET)
Total Time Taken (TTT)
Inference Time (32)
Model Size
InceptionTime
NL=4, pdrop=0.01, dh=2...
2026.03
72.58
72.05
35.12
160.05
3,502.96
-
-
MMK Net
NL=4, pdrop=0.01, dh=2...
2026.03
70.9
70.36
36.73
59.51
1,891.89
-
-
Bi-LSTM
NL=3, dh=128, lr=1e-04...
2026.03
57
51.87
73.14
33.4
762.97
-
-
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