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ResearchFormerly WizWand

Fault Diagnosis on XJTUSuprgear Normal Data

99.53Average AccuracyPolaDCA-GNN

Evaluation results

Method	Links
PolaDCA-GNN2026.03		99.53	99.53	100	100
DCA-GNN2026.03		99.32	99.32	100	100
GTF(SCA)2026.03		97.99	98	99	99
GCN2026.03		94.97	93.69	96.67	96.67
IAGNN2026.03		90.97	90.93	91.83	91.77
GraphSAGE2026.03		87.57	87.46	88.83	88.74
MRF-GCN2026.03		84.98	84.97	85.83	85.88
GCL2026.03		81.8	81.48	85	84.82
GAT2026.03		78.97	77.7	89.17	89.06