Encrypted Traffic Classification on ISCXTor (test)
97.7Macro PrecisionTAO-Net
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TAO-Net2025.12 | 97.7 | 97.68 | 95.97 | 97.66 | |
| GPT-4o2025.12 | 83.94 | 85.13 | 86.19 | 86.35 | |
| LLaMA-32025.12 | 66.24 | 65.2 | 68.25 | 64.01 | |
| PacRep2025.12 | 59.64 | 58.41 | 70.35 | 57.26 | |
| ET-BERT2025.12 | 59.62 | 58.29 | 66.51 | 57.14 | |
| BART-LargeModel size=Large2025.12 | 58.64 | 57.41 | 69.97 | 56.25 | |
| T5-LargeModel size=Large2025.12 | 58.03 | 56.81 | 69.96 | 55.73 | |
| BERT2025.12 | 57.63 | 56.43 | 69.98 | 55.32 | |
| BART2025.12 | 56.24 | 56.19 | 69.98 | 56.25 | |
| T52025.12 | 55.73 | 55.36 | 69.94 | 55.08 | |
| ChatGLM-32025.12 | 55.32 | 54.2 | 57.64 | 53.12 |