Traffic Classification on CICIoT 2022
99.75AccuracyTFE-GNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TFE-GNNParams(M) FT=44.32026.01 | 99.75 | 99.75 | |
| NetMambaParams(M) PT=2.2, Params(M) FT=1.92026.01 | 97.79 | 97.79 | |
| NetTransParams(M) PT=3.1, Params(M) FT=2.42026.01 | 97.69 | 97.69 | |
| NetMamba+Params(M) PT=2.6, Params(M) FT=1.92026.01 | 97.5 | 97.5 | |
| YaTCParams(M) PT=2.3, Params(M) FT=2.12026.01 | 97.12 | 97.12 | |
| ET-BERTParams(M) PT=187.4, Params(M) FT=136.42026.01 | 94.81 | 94.8 | |
| Seq2ImgParams(M) FT=16.92026.01 | 94.47 | 94.43 | |
| TrafficFormerParams(M) PT=187.4, Params(M) FT=136.42026.01 | 88.93 | 89.21 | |
| FS-NetParams(M) FT=5.32026.01 | 82.52 | 82.52 | |
| FlowPrint2026.01 | 69.01 | 62.02 | |
| AppScanner2026.01 | 53.15 | 68.84 | |
| FlowPicParams(M) FT=0.062026.01 | 46.78 | 47.14 | |
| mini-FlowPicParams(M) PT=0.04, Params(M) FT=0.052026.01 | 34.87 | 27.05 |