Anomaly Detection on Bitcoin-Alpha
0.982AUC (1% Anomaly Injection)TGF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TGFHistory Graph=combined2026.03 | 0.982 | 0.9942 | 0.9923 | |
| TGFHistory Graph=H-type, size 10002026.03 | 0.9662 | 0.9633 | 0.9624 | |
| RustGraph2026.03 | 0.9477 | 0.9348 | 0.9207 | |
| TADDY2026.03 | 0.9451 | 0.9341 | 0.9423 | |
| SLADE2026.03 | 0.9009 | 0.9137 | 0.9188 | |
| AddGraph2026.03 | 0.8665 | 0.8403 | 0.8498 | |
| StrGNN2026.03 | 0.8574 | 0.8667 | 0.8627 | |
| NetWalk2026.03 | 0.8385 | 0.8357 | 0.835 | |
| SedanSpot2026.03 | 0.738 | 0.7264 | 0.7085 | |
| CM-Sketch2026.03 | 0.7146 | 0.7015 | 0.6887 | |
| DeepWalk2026.03 | 0.6985 | 0.6874 | 0.6793 | |
| Node2Vec2026.03 | 0.691 | 0.6802 | 0.6785 |