UNSW
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Attack Detection Robustness | UNSW15 | Attack F1 Score97.2 | 20 | |
| 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 | |
| Network Intrusion Detection | UNSW15 Fuzzers | O Score2.2 | 6 | |
| Anomaly Detection | UNSW Balanced & IID | AD F1 Score96.3 | 6 | |
| Anomalous Link Prediction | UNSW (test) | AUC99.42 | 6 | |
| Classification | UNSW Balanced & IID | F1 Score (CLS)84.2 | 5 | |
| Intrusion Detection | UNSW EA Scenario | Backward Transfer4.14 | 3 | |
| Intrusion Detection | UNSW | Forward Transfer72.52 | 3 |
Showing 14 of 14 rows