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Fraud Detection On Elliptic Dataset

Métriques

AUC

AUPRC

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	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

0 of 6 row(s) selected.