Encrypted Traffic Classification on USTC-TFC 2016
99.95AccuracyMMAE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MMAE2026.03 | 99.95 | 99.95 | 99.95 | 99.95 | |
| NetMamba2026.03 | 99.9 | 99.91 | 99.9 | 99.9 | |
| YaTC2026.03 | 99.47 | 97.49 | 97.47 | 97.34 | |
| YaTC2026.06 | 99.16 | 99.37 | 98.86 | 99.1 | |
| Traffic-CBM2026.06 | 99.14 | 99.24 | 98.98 | 99.11 | |
| ET-BERT2026.03 | 99.1 | 99.11 | 99.1 | 99.1 | |
| NetMamba2026.06 | 99.1 | 99.1 | 99.1 | 99.09 | |
| MLETC2026.03 | 99.02 | 99.35 | 99.18 | 99.26 | |
| ET-BERT2026.06 | 98.72 | 98.89 | 98.43 | 98.65 | |
| TrafficFormer2026.06 | 98.72 | 98.83 | 98.52 | 98.67 | |
| TrafficFormer2026.03 | 97.5 | 97.89 | 97.5 | 97.46 | |
| FlowletFormer2026.03 | 96.5 | 96.89 | 96.5 | 96.48 | |
| FS-Net2026.06 | 84.46 | 94.59 | 93.22 | 92.81 | |
| FlowPrint2026.03 | 79.92 | 77.45 | 79.92 | 77.55 | |
| AppScanner2026.06 | 74.33 | 88.45 | 71.77 | 76.24 | |
| AppScanner2026.03 | 69.98 | 85.91 | 60.62 | 66.33 | |
| DeepFP2026.06 | 67.68 | 64.53 | 60.98 | 61.15 | |
| FS-Net2026.03 | 43.81 | 20.11 | 43.81 | 26.72 |