HyperAI超神经

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HyperAI超神经

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 Title	Repository
Node2vec	0.5263	0.0594	Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation	-
Deepwalk	0.4500	0.0488	Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation	-
GCN	0.8329	0.5946	Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation	-
GIN	0.8089	0.5517	Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation	-
GAT	0.8102	0.5886	Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation	-
GraphSAGE	0.8279	0.6312	Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation	-

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