Graph Anomaly Detection on T-Finance (40%)
90.6Macro-F1CDAT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CDATSplit=40%2026.06 | 90.6 | 97.84 | |
| UniGADSplit=40%2026.06 | 89.75 | 96.49 | |
| Energy Transformer (ET)2023.02 | 88.2 | 95 | |
| ETSplit=40%2026.06 | 88.2 | 95 | |
| BWGNN2023.02 | 86.8 | 94.3 | |
| BWGNNSplit=40%2026.06 | 86.8 | 94.3 | |
| GT2023.02 | 83.6 | 88.2 | |
| GTSplit=40%2026.06 | 83.6 | 88.2 | |
| CAREGNN2023.02 | 77.5 | 92.1 | |
| CAREGNNSplit=40%2026.06 | 77.5 | 92.1 | |
| GraphConsis2023.02 | 73.4 | 91.4 | |
| MLP2023.02 | 70.5 | 87.1 | |
| PC-GNN2023.02 | 63.1 | 91.2 | |
| PC-GNNSplit=40%2026.06 | 63.1 | 91.2 |