Deepwalk

Reported on 4 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Miscellaneous2 results

Fraud DetectiononElliptic Dataset
AUC· 2024-05-29
0.45
best: 0.8329 (GCN)
Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation arXiv:2405.19383
Fraud DetectiononElliptic Dataset
AUPRC· 2024-05-29
0.0488
best: 0.6312 (GraphSAGE)
Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation arXiv:2405.19383

Robots2 results

Active Speaker DetectiononElliptic Dataset
AUC· 2024-05-29
0.45
best: 0.8329 (GCN)
Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation arXiv:2405.19383
Active Speaker DetectiononElliptic Dataset
AUPRC· 2024-05-29
0.0488
best: 0.6312 (GraphSAGE)
Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation arXiv:2405.19383