ResearchBenchmarksFraud Detection on T-finance (40% label ratio)Fraud Detection on T-finance (40% label ratio)Follow91.3F1-macroMHSA-GNN51.062461.508771.95582.4013Dec 25, 2025Evaluation resultsMethodMethodLinksF1-macroAUCMHSA-GNN2025.1291.396.65DSGADgraph_assumption=homograph_assumption=homo2025.1290.5996.03BWGNNgraph_assumption=homograph_assumption=homo2025.1290.2695.84BWGNNgraph_assumption=heterograph_assumption=hetero2025.1288.195.6ChebyNet2025.1281.5489.41CARE-GNN2025.1277.9892.01GCN2025.1270.2165.32GIN2025.1266.1980.47PC-GNN2025.1262.7891.14GAT2025.1252.6173.12