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Benchmarks
Fault Diagnosis on CWRU 10 dB SNR
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83.72
W1
DAHCL
75.9928
77.9989
80.005
82.0111
Apr 22, 2026
W1
W2
W3
W4
W5
W6
Average Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
W1
W2
W3
W4
W5
W6
Average Accuracy
DAHCL
Training time (s)=2632
2026.04
83.72
79.48
87.29
88.38
94.87
92.18
87.65
SDGN
Training time (s)=3857
2026.04
83.06
82.62
84.78
90.54
95.17
95.24
89.07
CDSRN
Training time (s)=2868
2026.04
80.73
77.38
80.41
88.27
95.65
89.47
85.32
DIFFN
Training time (s)=2320
2026.04
78.47
74.84
78.56
84.73
89.23
88.92
82.46
MSDGN
Training time (s)=932
2026.04
77.35
73.82
77.49
83.36
90.74
85.63
81.4
DFGN
Training time (s)=1902
2026.04
76.29
72.67
76.34
82.18
87.43
86.91
80.3
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