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Fault Diagnosis on XJTUSuprgear Normal Data
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99.53
Average Accuracy
PolaDCA-GNN
78.1476
83.6988
89.25
94.8012
Mar 6, 2026
Average Accuracy
Average F1 Score
Best Accuracy
Best F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Accuracy
Average F1 Score
Best Accuracy
Best F1 Score
PolaDCA-GNN
2026.03
99.53
99.53
100
100
DCA-GNN
2026.03
99.32
99.32
100
100
GTF(SCA)
2026.03
97.99
98
99
99
GCN
2026.03
94.97
93.69
96.67
96.67
IAGNN
2026.03
90.97
90.93
91.83
91.77
GraphSAGE
2026.03
87.57
87.46
88.83
88.74
MRF-GCN
2026.03
84.98
84.97
85.83
85.88
GCL
2026.03
81.8
81.48
85
84.82
GAT
2026.03
78.97
77.7
89.17
89.06
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