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Fault Identification on NGAFID
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80.41
Accuracy
InceptionTime (3+1)
0.9436
21.5743
42.205
62.8357
Apr 2, 2026
Accuracy
Macro F1
Updated 16d ago
Evaluation Results
Method
Method
Links
Accuracy
Macro F1
InceptionTime (3+1)
Params=2,159K, FLOPs=8...
2026.04
80.41
79.18
LiteInception (1+1)
Params=639K, FLOPs=2.5...
2026.04
77
75.41
CNN
Params=748K, FLOPs=0.4...
2026.04
74.76
73.16
CNN-Transformer
Params=365K, FLOPs=0.0...
2026.04
47.76
39.9
ConvMHSA
Params=183K, FLOPs=0.0...
2026.04
47.37
41.98
Transformer
Params=534K, FLOPs=<0....
2026.04
8.97
10.46
MiniRocket
Params=71K, FLOPs=0.09...
2026.04
6.82
4.8
LSTM
Params=549K, FLOPs=0.6...
2026.04
4
4.55
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