Traffic Classification on CSTNET-TLS1.3
84.98AccuracyNetMamba+
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NetMamba+Params(M) PT=2.6, Params(M) FT=1.92026.01 | 84.98 | 84.89 | |
| FS-NetParams(M) FT=5.32026.01 | 78.7 | 78.45 | |
| YaTCParams(M) PT=2.3, Params(M) FT=2.12026.01 | 78.3 | 77.93 | |
| NetMambaParams(M) PT=2.2, Params(M) FT=1.92026.01 | 77.55 | 77.28 | |
| NetTransParams(M) PT=3.1, Params(M) FT=2.42026.01 | 76.54 | 76.19 | |
| Seq2ImgParams(M) FT=16.92026.01 | 73.83 | 73.54 | |
| TrafficFormerParams(M) PT=187.4, Params(M) FT=136.42026.01 | 66.74 | 66.3 | |
| ET-BERTParams(M) PT=187.4, Params(M) FT=136.42026.01 | 50.02 | 49.35 | |
| TFE-GNNParams(M) FT=44.32026.01 | 33.86 | 31 | |
| FlowPicParams(M) FT=0.062026.01 | 27.32 | 21.95 | |
| AppScanner2026.01 | 19.87 | 29.8 | |
| FlowPrint2026.01 | 12.64 | 11 | |
| mini-FlowPicParams(M) PT=0.04, Params(M) FT=0.052026.01 | 5.7 | 3.07 |