Anomaly Detection on Sina HIS (full)
0.95PrecisionLogic-GNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Logic-GNN2026.05 | 0.95 | 0.93 | 0.94 | 0.97 | |
| EpiGraph2026.05 | 0.85 | 0.81 | 0.83 | 0.89 | |
| Graph Autoencoder2026.05 | 0.84 | 0.8 | 0.82 | 0.87 | |
| Variational Autoencoder2026.05 | 0.79 | 0.76 | 0.77 | 0.82 | |
| Isolation Forest2026.05 | 0.72 | 0.65 | 0.68 | 0.74 |