Graph Anomaly Detection on Elliptic 40% supervision (train)
93.15F1 MacroBWGNN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BWGNNSupervision Ratio=40%, Graph Type=Homogeneous2025.12 | 93.15 | 97.42 | |
| BWGNNSupervision Ratio=40%, Graph Type=Heterogeneous2025.12 | 93.09 | 97.32 | |
| MHSA-GNNSupervision Ratio=40%2025.12 | 92.63 | 97.55 | |
| DSGADSupervision Ratio=40%2025.12 | 92.08 | 97.18 | |
| PC-GNNSupervision Ratio=40%2025.12 | 84.12 | 94.56 | |
| CARE-GNNSupervision Ratio=40%2025.12 | 82.95 | 93.29 | |
| ChebyNetSupervision Ratio=40%2025.12 | 81.33 | 91.22 | |
| GINSupervision Ratio=40%2025.12 | 77.82 | 88.64 | |
| GCNSupervision Ratio=40%2025.12 | 74.59 | 85.29 | |
| GATSupervision Ratio=40%2025.12 | 68.35 | 79.18 |