Encrypted traffic classification on CHNAPP (test)
96.81Precision (Macro)TAO-Net
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TAO-Net2025.12 | 96.81 | 96.77 | 96.62 | 96.78 | |
| GPT-4o2025.12 | 86.3 | 86.31 | 86.34 | 86.37 | |
| LLaMA-32025.12 | 72.83 | 71.52 | 73.38 | 70.35 | |
| ChatGLM-32025.12 | 64.12 | 62.8 | 66.26 | 61.56 | |
| PacRep2025.12 | 58.13 | 56.88 | 69.25 | 55.73 | |
| BART-LargeModel size=Large2025.12 | 57.34 | 57 | 69.87 | 56.71 | |
| BERT2025.12 | 57.24 | 57.03 | 69.92 | 56.82 | |
| T5-LargeModel size=Large2025.12 | 57.24 | 56.94 | 69.85 | 56.68 | |
| BART2025.12 | 57.23 | 56.95 | 69.87 | 56.64 | |
| T52025.12 | 57.13 | 56.87 | 69.83 | 56.59 | |
| ET-BERT2025.12 | 55.03 | 54.12 | 65.81 | 53.25 |