Metric: Avg F1 (higher is better)
| # | Model↕ | Avg F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | OC-SVM / RF | 0.9875 | No | - | - | Code |
| 2 | Random Forest | 0.971 | Yes | - | - | Code |
| 3 | DBN | 0.94 | No | An Intrusion Detection System based on Deep Beli... | 2022-07-05 | Code |
| 4 | CNN-BiLSTM | 0.908 | Yes | - | - | Code |
| 5 | MLP | 0.873 | No | An Intrusion Detection System based on Deep Beli... | 2022-07-05 | Code |