| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node Anomaly Detection | BM-MS | F1-macro99.57 | 12 | |
| Node Anomaly Detection | BM-MS | AUROC99.6 | 12 | |
| Node Anomaly Detection | BM-MS | AUPRC99.91 | 12 | |
| Graph Anomaly Detection | BM-MS | F1-macro95.86 | 10 | |
| Graph Anomaly Detection | BM-MS | AUROC99.67 | 10 | |
| Graph Anomaly Detection | BM-MS | AUPRC98.39 | 10 | |
| Graph Anomaly Detection | BM-MS G->N | AUROC0.9083 | 4 | |
| Graph Anomaly Detection | BM-MS N->G | AUROC81.49 | 4 | |
| Graph-to-Node Transfer | BM-MS | F1-macro0.7463 | 4 | |
| Node-to-Graph Transfer | BM-MS | F1-macro57.84 | 4 | |
| Anomaly Detection | BM-MS | AUPRC81.74 | 4 | |
| Anomaly Detection | BM-MS | AUPRC42.41 | 4 |