Graph-level anomaly detection on ENZYMES (FPR95)
60FPR95LGKDE
Evaluation results
| Method | Links | |
|---|---|---|
| LGKDECategory=GNN-based Deep Learning Methods2025.05 | 60 | |
| UniFORMCategory=GNN-based Deep Learning Methods2025.05 | 63.45 | |
| CVTGADCategory=GNN-based Deep Learning Methods2025.05 | 65.37 | |
| MUSECategory=GNN-based Deep Learning Methods2025.05 | 68.23 | |
| GLADCCategory=GNN-based Deep Learning Methods2025.05 | 69.35 | |
| PK-SVMCategory=Graph Kernel + Detector2025.05 | 75.08 | |
| WL-SVMCategory=Graph Kernel + Detector2025.05 | 76.4 | |
| GLocalKDCategory=GNN-based Deep Learning Methods2025.05 | 77.42 | |
| OCGINCategory=GNN-based Deep Learning Methods2025.05 | 78.93 | |
| OCGTLCategory=GNN-based Deep Learning Methods2025.05 | 84.97 | |
| WL-iFCategory=Graph Kernel + Detector2025.05 | 86.8 | |
| PK-iFCategory=Graph Kernel + Detector2025.05 | 87.57 | |
| SIGNETCategory=GNN-based Deep Learning Methods2025.05 | 88.1 |