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Benchmarks
Fraud Detection on T-finance (40% label ratio)
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91.3
F1-macro
MHSA-GNN
51.0624
61.5087
71.955
82.4013
Dec 25, 2025
F1-macro
AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
F1-macro
AUC
MHSA-GNN
2025.12
91.3
96.65
DSGAD
graph_assumption=homo
2025.12
90.59
96.03
BWGNN
graph_assumption=homo
2025.12
90.26
95.84
BWGNN
graph_assumption=hetero
2025.12
88.1
95.6
ChebyNet
2025.12
81.54
89.41
CARE-GNN
2025.12
77.98
92.01
GCN
2025.12
70.21
65.32
GIN
2025.12
66.19
80.47
PC-GNN
2025.12
62.78
91.14
GAT
2025.12
52.61
73.12
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