Graph Anomaly Detection on T-Finance (1%)
87.4Macro-F1CDAT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CDATSplit=1%2026.06 | 87.4 | 95.91 | |
| BWGNNSplit=1%2026.06 | 86.8 | 91.1 | |
| Energy Transformer (ET)2023.02 | 85.1 | 92.8 | |
| ETSplit=1%2026.06 | 85.1 | 92.2 | |
| BWGNN2023.02 | 84.8 | 91.1 | |
| GT2023.02 | 81.5 | 90 | |
| GTSplit=1%2026.06 | 81.5 | 90 | |
| CAREGNN2023.02 | 73.3 | 90.5 | |
| CAREGNNSplit=1%2026.06 | 73.3 | 90.5 | |
| GraphConsis2023.02 | 71.7 | 90.2 | |
| PC-GNN2023.02 | 62 | 90.7 | |
| PC-GNNSplit=1%2026.06 | 62 | 90.7 | |
| MLP2023.02 | 61 | 82.9 |