Tor traffic classification on ISCXTor 2016 (test)
99.93AccuracyMambaNetBurst
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MambaNetBurstParams(M) PT=NA, Params(M) FT=2.7/2.52026.05 | 99.93 | 99.91 | 99.9 | 99.9 | |
| YaTC(OF)Params(M) PT=2.3, Params(M) FT=2.12026.05 | 99.86 | 99.86 | 99.86 | 99.86 | |
| NetMambaParams(M) PT=2.2, Params(M) FT=1.92026.05 | 99.86 | 99.86 | 99.86 | 99.86 | |
| ET-BERTParams(M) PT=187.4, Params(M) FT=136.42026.05 | 99.67 | 99.67 | 99.67 | 99.67 | |
| YaTCParams(M) PT=2.3, Params(M) FT=2.12026.05 | 99.59 | 99.59 | 99.59 | 99.59 | |
| TFE-GNNParams(M) FT=44.32026.05 | 76.92 | 80.3 | 76.92 | 76.18 | |
| FS-NetParams(M) FT=5.32026.05 | 70.2 | 70.1 | 70.2 | 69.99 | |
| AppScanner2026.05 | 40.34 | 28.5 | 21.49 | 21.13 | |
| FlowPrint2026.05 | 13.16 | 1.73 | 13.16 | 3.06 |