| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Anomaly Detection | UNSW | Running Time (s)0.02 | 17 | |
| Intrusion Detection | UNSW (test) | Backward Transfer626 | 12 | |
| Complex Query Answering | UNSW 100% Transductive | MR (Mean Rank)2.135 | 8 | |
| Complex Query Answering | UNSW 66% Transductive | Mean Rank (MR)2.245 | 8 | |
| Complex Query Answering | UNSW 33% Transductive | MR (Mean Rank)1.98 | 8 | |
| Complex Query Answering | UNSW 100% Inductive | Mean Rank (MR)1.775 | 8 | |
| Complex Query Answering | UNSW 66% Inductive | Mean Rank (MR)1.715 | 8 | |
| Anomalous Link Prediction | UNSW (test) | AUC99.42 | 6 | |
| Intrusion Detection | UNSW EA Scenario | Backward Transfer4.14 | 3 | |
| Intrusion Detection | UNSW | Forward Transfer72.52 | 3 |