Network Traffic Classification on CipherSpectrum i.i.d. settings
98.92AccuracyMMD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MMDTraining Framework=NetTrans+, Type=General2026.05 | 98.92 | 98.93 | |
| SWADTraining Framework=NetTrans+, Type=General2026.05 | 98.81 | 98.81 | |
| StandardTraining Framework=NetTrans+, Type=Original2026.05 | 98.75 | 98.75 | |
| CDANNTraining Framework=NetTrans+, Type=General2026.05 | 98.71 | 98.71 | |
| UniAlignTraining Framework=NetTrans+, Type=Ours2026.05 | 98.6 | 98.6 | |
| SagNetTraining Framework=NetTrans+, Type=General2026.05 | 98.54 | 98.54 | |
| RosettaTraining Framework=NetTrans+, Type=NTC2026.05 | 98.05 | 98.06 | |
| MetaTrafficTraining Framework=NetMamba+, Type=NTC2026.05 | 97.74 | 97.75 | |
| NetAugmentTraining Framework=NetTrans+, Type=NTC2026.05 | 97.73 | 97.75 | |
| UniAlignTraining Framework=NetMamba+, Type=Ours2026.05 | 97.23 | 97.25 | |
| MetaTrafficTraining Framework=NetTrans+, Type=NTC2026.05 | 97.15 | 97.17 | |
| SWADTraining Framework=NetMamba+, Type=General2026.05 | 96.98 | 97 | |
| CDANNTraining Framework=NetMamba+, Type=General2026.05 | 96.67 | 96.7 | |
| MMDTraining Framework=NetMamba+, Type=General2026.05 | 96.55 | 96.56 | |
| StandardTraining Framework=NetMamba+, Type=Original2026.05 | 96.52 | 96.54 | |
| NetAugmentTraining Framework=NetMamba+, Type=NTC2026.05 | 96.48 | 96.49 | |
| SagNetTraining Framework=NetMamba+, Type=General2026.05 | 96.43 | 96.41 | |
| RosettaTraining Framework=NetMamba+, Type=NTC2026.05 | 95.41 | 95.46 |