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SotA/Miscellaneous/Fraud Detection/Elliptic Dataset

Fraud Detection on Elliptic Dataset

Metric: AUC (higher is better)

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#Model↕AUC▼Extra DataPaperDate↕Code
1GCN0.8329NoNetwork Analytics for Anti-Money Laundering -- A...2024-05-29Code
2GraphSAGE0.8279NoNetwork Analytics for Anti-Money Laundering -- A...2024-05-29Code
3GAT0.8102NoNetwork Analytics for Anti-Money Laundering -- A...2024-05-29Code
4GIN0.8089NoNetwork Analytics for Anti-Money Laundering -- A...2024-05-29Code
5Node2vec0.5263NoNetwork Analytics for Anti-Money Laundering -- A...2024-05-29Code
6Deepwalk0.45NoNetwork Analytics for Anti-Money Laundering -- A...2024-05-29Code