Traffic Classification on ISCXVPN 2016
0.946Accuracy (AC)NetMamba+
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NetMamba+Params(M) PT=2.6, Params(M) FT=1.92026.01 | 0.946 | 0.946 | |
| YaTCParams(M) PT=2.3, Params(M) FT=2.12026.01 | 0.9411 | 0.9414 | |
| NetTransParams(M) PT=3.1, Params(M) FT=2.42026.01 | 0.9411 | 0.9408 | |
| NetMambaParams(M) PT=2.2, Params(M) FT=1.92026.01 | 0.9401 | 0.9401 | |
| FlowPrint2026.01 | 0.9251 | 0.9266 | |
| ET-BERTParams(M) PT=187.4, Params(M) FT=136.42026.01 | 0.89 | 0.8893 | |
| TFE-GNNParams(M) FT=44.32026.01 | 0.8342 | 0.8243 | |
| Seq2ImgParams(M) FT=16.92026.01 | 0.7757 | 0.7702 | |
| FS-NetParams(M) FT=5.32026.01 | 0.7731 | 0.7692 | |
| TrafficFormerParams(M) PT=187.4, Params(M) FT=136.42026.01 | 0.6907 | 0.6863 | |
| AppScanner2026.01 | 0.4142 | 0.4863 | |
| FlowPicParams(M) FT=0.062026.01 | 0.3281 | 0.3299 | |
| mini-FlowPicParams(M) PT=0.04, Params(M) FT=0.052026.01 | 0.2868 | 0.2573 |