Encrypted Traffic Classification on ISCX-VPN APP
88.72AccuracyTrafficMoE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TrafficMoE2026.03 | 88.72 | 88.74 | 88.72 | 88.71 | |
| FlowletFormer2026.03 | 84.8 | 81.53 | 76.41 | 77.12 | |
| YaTC2026.03 | 82.14 | 74.43 | 72.65 | 72.54 | |
| NetMamba2026.06 | 80 | 78.91 | 80 | 78.77 | |
| ET-BERT2026.03 | 79.64 | 73.32 | 70.13 | 70.66 | |
| AppScanner2026.03 | 79.45 | 69.5 | 69.75 | 68.74 | |
| Traffic-CBM2026.06 | 79.28 | 77.57 | 70.97 | 72.04 | |
| YaTC2026.06 | 78.67 | 72.19 | 71.02 | 70.63 | |
| TrafficFormer2026.03 | 77.51 | 74.88 | 68.46 | 69.62 | |
| TrafficFormer2026.06 | 71.62 | 65.87 | 66.93 | 65.43 | |
| BIND2026.03 | 69.51 | 62.66 | 54.15 | 56.09 | |
| ET-BERT2026.06 | 65.32 | 55.23 | 55.05 | 53.41 | |
| FSNet2026.03 | 63.16 | 48.99 | 48.33 | 46.77 | |
| Beauty2026.03 | 61.69 | 33.33 | 31.39 | 29.64 | |
| AppScanner2026.06 | 60.41 | 56.74 | 57.89 | 53.35 | |
| GraphDApp2026.03 | 57.03 | 51.08 | 48.72 | 48.53 | |
| CUMUL2026.03 | 54.8 | 48.39 | 46.15 | 45.54 | |
| FS-Net2026.06 | 50 | 38.76 | 37.15 | 32.33 | |
| DF2026.03 | 49.35 | 24.49 | 25.92 | 22.89 | |
| DeepFP2026.06 | 39.11 | 59.27 | 35.67 | 36.89 |