Anomaly Detection on UCI Messages
98.57AUC (1% Injection)TGF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TGFHistory Graph=combined2026.03 | 98.57 | 98.76 | 98.72 | |
| TGFHistory Graph=H-type, size 10002026.03 | 95.8 | 96.35 | 96.46 | |
| RustGraph2026.03 | 91.28 | 91.17 | 91.24 | |
| TADDY2026.03 | 89.12 | 83.98 | 83.7 | |
| StrGNN2026.03 | 81.79 | 82.52 | 79.59 | |
| AddGraph2026.03 | 80.83 | 80.9 | 76.88 | |
| SLADE2026.03 | 78.47 | 78.94 | 77.15 | |
| NetWalk2026.03 | 77.58 | 76.47 | 72.26 | |
| DeepWalk2026.03 | 75.14 | 73.91 | 69.79 | |
| Node2Vec2026.03 | 73.71 | 74.33 | 69.6 | |
| SedanSpot2026.03 | 73.42 | 71.56 | 70.61 | |
| CM-Sketch2026.03 | 73.2 | 69.68 | 68.35 |