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Machinery Fault Diagnosis on TFF (Three-Phase Flow Facility) Normal Data

100AccuracyPolaDCA-GNN
66.376875.105983.83592.5641Mar 6, 2026
Updated 8mo ago

Evaluation results

MethodLinks
PolaDCA-GNNevaluation_mode=Best (%)2026.03100100
PolaDCA-GNNevaluation_mode=Average (%)2026.0399.4799.47
GTF(SCA)evaluation_mode=Best (%)2026.0398.7497.95
DCA-GNNevaluation_mode=Best (%)2026.0398.1797.59
CDGNNevaluation_mode=Best (%)2026.0398.1497.87
CDGNNevaluation_mode=Average (%)2026.0397.5896.97
GTF(SCA)evaluation_mode=Average (%)2026.0397.2496.56
DCA-GNNevaluation_mode=Average (%)2026.0397.2396.2
MA-STGNNevaluation_mode=Best (%)2026.0396.8595.66
FIGNNevaluation_mode=Best (%)2026.0396.8196.58
FIGNNevaluation_mode=Average (%)2026.0395.9795.85
MA-STGNNevaluation_mode=Average (%)2026.0393.892.78
IAGNNevaluation_mode=Best (%)2026.0393.4592.17
IAGNNevaluation_mode=Average (%)2026.0391.1990.67
GATevaluation_mode=Best (%)2026.0381.0980.84
GATevaluation_mode=Average (%)2026.0377.9776.7
GCNevaluation_mode=Best (%)2026.0372.0871.65
GCNevaluation_mode=Average (%)2026.0367.6765.85