ML Research Wiki / Benchmarks / Fraud Detection / Elliptic Dataset

Elliptic Dataset

Fraud Detection Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: AUC

Top Performing Models

Rank Model Paper AUC Date Code
1 GCN Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation 0.83 2024-05-29 📦 B-Deprez/AML_Network
2 GraphSAGE Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation 0.83 2024-05-29 📦 B-Deprez/AML_Network
3 GAT Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation 0.81 2024-05-29 📦 B-Deprez/AML_Network
4 GIN Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation 0.81 2024-05-29 📦 B-Deprez/AML_Network
5 Node2vec Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation 0.53 2024-05-29 📦 B-Deprez/AML_Network
6 Deepwalk Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation 0.45 2024-05-29 📦 B-Deprez/AML_Network

All Papers (6)

B-Deprez/AML_Network
B-Deprez/AML_Network
B-Deprez/AML_Network
B-Deprez/AML_Network
B-Deprez/AML_Network
B-Deprez/AML_Network