Graph-level Anomaly Detection on IMDB-B (FPR95)
75.34FPR95CVTGAD
Evaluation results
| Method | Links | |
|---|---|---|
| CVTGADCategory=GNN-based Deep Learning Methods2025.05 | 75.34 | |
| SIGNETCategory=GNN-based Deep Learning Methods2025.05 | 75.5 | |
| GLADCCategory=GNN-based Deep Learning Methods2025.05 | 77.1 | |
| LGKDECategory=GNN-based Deep Learning Methods2025.05 | 78.05 | |
| MUSECategory=GNN-based Deep Learning Methods2025.05 | 78.5 | |
| UniFORMCategory=GNN-based Deep Learning Methods2025.05 | 79.23 | |
| OCGTLCategory=GNN-based Deep Learning Methods2025.05 | 83.21 | |
| OCGINCategory=GNN-based Deep Learning Methods2025.05 | 87.89 | |
| PK-iFCategory=Graph Kernel + Detector2025.05 | 88.32 | |
| WL-iFCategory=Graph Kernel + Detector2025.05 | 89.8 | |
| GLocalKDCategory=GNN-based Deep Learning Methods2025.05 | 97.83 | |
| PK-SVMCategory=Graph Kernel + Detector2025.05 | 98.61 | |
| WL-SVMCategory=Graph Kernel + Detector2025.05 | 99.6 |