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Fraud Detection On Elliptic Dataset

评估指标

AUC
AUPRC

评测结果

各个模型在此基准测试上的表现结果

模型名称
AUC
AUPRC
Paper TitleRepository
Node2vec0.52630.0594Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation
Deepwalk0.45000.0488Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation
GCN0.83290.5946Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation
GIN0.80890.5517Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation
GAT0.81020.5886Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation
GraphSAGE0.82790.6312Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation
0 of 6 row(s) selected.