Node-level Anomaly Detection on T-Finance (F1-macro)
89.75F1 MacroUniGAD
Evaluation results
| Method | Links | |
|---|---|---|
| UniGADBackbone=BWG2024.11 | 89.75 | |
| UniGADBackbone=GCN2024.11 | 84.92 | |
| BWGNNMethod Category=Node-level2024.11 | 80.57 | |
| GINMethod Category=Node-level2024.11 | 76.81 | |
| AMNetMethod Category=Node-level2024.11 | 74.31 | |
| GCNMethod Category=Node-level2024.11 | 70.61 | |
| BernNetMethod Category=Node-level2024.11 | 70.52 | |
| GATMethod Category=Node-level2024.11 | 69.11 | |
| GraphSAGEMethod Category=Node-level2024.11 | 62.63 | |
| SGCMethod Category=Node-level2024.11 | 56.69 | |
| PNAMethod Category=Node-level2024.11 | 27.69 |