HyperAI초신경

홈 뉴스 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Fraud Detection On Elliptic Dataset

평가 지표

AUC

AUPRC

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	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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