Traffic Detection on UNSW-NB15
94.49AccuracyFlowID
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FlowID2025.01 | 94.49 | 89.78 | 84.3 | 86.05 | |
| HGNN+2025.01 | 94.41 | 89.39 | 83.58 | 85.51 | |
| HGNN2025.01 | 94.39 | 87.96 | 82.38 | 84.48 | |
| LSTM2025.01 | 94.35 | 87.48 | 82.78 | 84.54 | |
| App-Net2025.01 | 94.2 | 85.95 | 83.72 | 84.54 | |
| CNN2025.01 | 94.06 | 84.2 | 83.04 | 83.15 | |
| GraphDDoS2025.01 | 92.32 | 83.33 | 68.75 | 71.73 | |
| TFE-GNN2025.01 | 92.18 | 86.2 | 66.04 | 66.13 | |
| TCGCN2025.01 | 91.94 | 72.38 | 66.67 | 67.78 | |
| GraphDApp2025.01 | 79.36 | 49.11 | 44.95 | 43.95 |