Graph Anomaly Detection on Tolokers 1% supervision (train)
62.14F1-macroMHSA-GNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MHSA-GNNSupervision Ratio=1%2025.12 | 62.14 | 73.47 | |
| BWGNNSupervision Ratio=1%, Graph Type=Heterogeneous2025.12 | 62.1 | 72.17 | |
| DSGADSupervision Ratio=1%2025.12 | 61.94 | 71.43 | |
| BWGNNSupervision Ratio=1%, Graph Type=Homogeneous2025.12 | 61.88 | 71.15 | |
| ChebyNetSupervision Ratio=1%2025.12 | 56.87 | 69.73 | |
| PC-GNNSupervision Ratio=1%2025.12 | 53.63 | 67.91 | |
| CARE-GNNSupervision Ratio=1%2025.12 | 53.08 | 66.34 | |
| GINSupervision Ratio=1%2025.12 | 52.81 | 65.31 | |
| GCNSupervision Ratio=1%2025.12 | 52.33 | 65.17 | |
| GATSupervision Ratio=1%2025.12 | 51.29 | 62.09 |