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Benchmarks
Illicit Transaction Detection on Elliptic Bitcoin dataset
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80
F1 Score
Random Forest
37.256
48.353
59.45
70.547
Jan 25, 2026
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
Random Forest
Access=Full, Topology=...
2026.01
80
GraphSAGE
Access=Full, Topology=...
2026.01
65
GCN
Access=Full, Topology=...
2026.01
61
FedGraph-VASP
Access=Federated, Topo...
2026.01
50.8
FedAvg
Access=Federated, Topo...
2026.01
50
FedSage+
Access=Federated, Topo...
2026.01
45.3
Local GNN
Access=Silo, Topology=...
2026.01
38.9
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