Graph Anomaly Detection on Tolokers 40% supervision (train)
68.84F1 MacroMHSA-GNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MHSA-GNNSupervision Ratio=40%2025.12 | 68.84 | 82.41 | |
| BWGNNSupervision Ratio=40%, Graph Type=Heterogeneous2025.12 | 68.49 | 81.43 | |
| BWGNNSupervision Ratio=40%, Graph Type=Homogeneous2025.12 | 68.06 | 80.39 | |
| DSGADSupervision Ratio=40%2025.12 | 67.83 | 80.56 | |
| ChebyNetSupervision Ratio=40%2025.12 | 64.78 | 74.31 | |
| PC-GNNSupervision Ratio=40%2025.12 | 61.77 | 72.34 | |
| GINSupervision Ratio=40%2025.12 | 60.37 | 71.08 | |
| CARE-GNNSupervision Ratio=40%2025.12 | 59.54 | 71.36 | |
| GCNSupervision Ratio=40%2025.12 | 58.48 | 70.35 | |
| GATSupervision Ratio=40%2025.12 | 56.55 | 66.87 |