Network Traffic Classification on NUDT-Mobile i.i.d. settings
89.06AccuracyUniAlign
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UniAlignTraining Framework=NetTrans+, Type=Ours2026.05 | 89.06 | 89.07 | |
| MMDTraining Framework=NetTrans+, Type=General2026.05 | 87.89 | 87.92 | |
| NetAugmentTraining Framework=NetTrans+, Type=NTC2026.05 | 87.87 | 87.9 | |
| StandardTraining Framework=NetTrans+, Type=Original2026.05 | 87.56 | 87.58 | |
| MetaTrafficTraining Framework=NetTrans+, Type=NTC2026.05 | 86.84 | 86.86 | |
| CDANNTraining Framework=NetTrans+, Type=General2026.05 | 86.7 | 86.7 | |
| SWADTraining Framework=NetTrans+, Type=General2026.05 | 86.57 | 86.61 | |
| RosettaTraining Framework=NetTrans+, Type=NTC2026.05 | 86.23 | 86.26 | |
| SagNetTraining Framework=NetTrans+, Type=General2026.05 | 86.05 | 86.08 | |
| UniAlignTraining Framework=NetMamba+, Type=Ours2026.05 | 83.91 | 83.93 | |
| SagNetTraining Framework=NetMamba+, Type=General2026.05 | 83.57 | 83.59 | |
| NetAugmentTraining Framework=NetMamba+, Type=NTC2026.05 | 83.53 | 83.52 | |
| StandardTraining Framework=NetMamba+, Type=Original2026.05 | 82.31 | 82.32 | |
| MetaTrafficTraining Framework=NetMamba+, Type=NTC2026.05 | 82.01 | 82.15 | |
| MMDTraining Framework=NetMamba+, Type=General2026.05 | 81.87 | 81.94 | |
| CDANNTraining Framework=NetMamba+, Type=General2026.05 | 80.84 | 80.9 | |
| SWADTraining Framework=NetMamba+, Type=General2026.05 | 79.99 | 80 | |
| RosettaTraining Framework=NetMamba+, Type=NTC2026.05 | 74.88 | 74.9 |