Graph Anomaly Detection on Elliptic 1% supervision (train)
84.18F1-macroDSGAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DSGADSupervision Ratio=1%2025.12 | 84.18 | 89.14 | |
| BWGNNSupervision Ratio=1%, Graph Type=Homogeneous2025.12 | 83.88 | 90.91 | |
| MHSA-GNNSupervision Ratio=1%2025.12 | 83.78 | 91.9 | |
| BWGNNSupervision Ratio=1%, Graph Type=Heterogeneous2025.12 | 83.73 | 88.81 | |
| PC-GNNSupervision Ratio=1%2025.12 | 73.08 | 86.22 | |
| CARE-GNNSupervision Ratio=1%2025.12 | 71.85 | 85.74 | |
| ChebyNetSupervision Ratio=1%2025.12 | 70.51 | 83.67 | |
| GINSupervision Ratio=1%2025.12 | 65.27 | 81.35 | |
| GCNSupervision Ratio=1%2025.12 | 61.53 | 77.15 | |
| GATSupervision Ratio=1%2025.12 | 56.68 | 73.44 |