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Fraud Detection on Ethereum Fraud Detection Dataset
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85.5
F1 Score
FedSage+
62.62
68.56
74.5
80.44
Jan 25, 2026
F1 Score
Precision
Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
Precision
Recall
FedSage+
2026.01
85.5
92.8
79.4
Local GNN
2026.01
78.5
85.8
72.3
FedAvg
2026.01
64
52.3
83
FedGraph-VASP
2026.01
63.5
52.4
81.3
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