ResearchBenchmarksFault diagnosis on XJTUSuprgear -4 dB Gaussian NoiseFollow85.33AccuracyPolaDCA-GNN41.889253.167164.44575.7229Mar 6, 2026Evaluation ResultsMethodMethodLinksAccuracyF1 ScorePolaDCA-GNN2026.0385.3384.92DCA-GNN2026.0385.2184.83GTF(SCA)2026.0378.6778.45GCN2026.0371.7771.06IAGNN2026.037069.31GraphSAGE2026.0361.8961.85GAT2026.0361.3357.89MRF-GCN2026.0345.6744.83GCL2026.0343.5639.95