Anomaly Detection on Digg
0.9071AUC (1% Injection)TGF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TGFHistory Graph=combined2026.03 | 0.9071 | 0.8988 | 0.8921 | |
| RustGraph2026.03 | 0.8795 | 0.8577 | 0.8624 | |
| TADDY2026.03 | 0.8617 | 0.8545 | 0.844 | |
| TGFHistory Graph=H-type, size 10002026.03 | 0.8408 | 0.8418 | 0.8382 | |
| AddGraph2026.03 | 0.8341 | 0.847 | 0.8369 | |
| StrGNN2026.03 | 0.8162 | 0.8254 | 0.8272 | |
| SLADE2026.03 | 0.8026 | 0.7889 | 0.7865 | |
| NetWalk2026.03 | 0.7563 | 0.7176 | 0.6837 | |
| Node2Vec2026.03 | 0.7364 | 0.7081 | 0.6508 | |
| DeepWalk2026.03 | 0.708 | 0.6881 | 0.6396 | |
| SedanSpot2026.03 | 0.6976 | 0.6784 | 0.6396 | |
| CM-Sketch2026.03 | 0.6884 | 0.6675 | 0.6358 |