| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node Anomaly Detection | BM-MT | F1 Macro0.9618 | 12 | |
| Node Anomaly Detection | BM-MT | AUROC0.9963 | 12 | |
| Node Anomaly Detection | BM-MT | AUPRC99.73 | 12 | |
| Graph Anomaly Detection | BM-MT | F1-macro97.56 | 10 | |
| Graph Anomaly Detection | BM-MT | AUROC99.99 | 10 | |
| Graph Anomaly Detection | BM-MT | AUPRC99.99 | 10 | |
| Anomaly Detection | BM-MT | AUPRC60.5 | 8 | |
| Graph Anomaly Detection | BM-MT G->N | AUROC79.26 | 4 | |
| Graph Anomaly Detection | BM-MT N->G | AUROC62.85 | 4 | |
| Graph-to-Node Transfer | BM-MT | F1 Macro54.87 | 4 | |
| Node-to-Graph Transfer | BM-MT | F1 Macro52.78 | 4 |