Network Traffic Classification on NUDT-Mobile collection device shifts unseen domains (test)
68.43Average AccuracyUniAlign
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UniAlignBackbone=NetTrans+ [51], Training Framework Type=Ours2026.05 | 68.43 | 67.86 | |
| SWADBackbone=NetTrans+ [51], Training Framework Type=General2026.05 | 68.24 | 67.66 | |
| StandardBackbone=NetTrans+ [51], Training Framework Type=Original2026.05 | 67.66 | 67.04 | |
| MMDBackbone=NetTrans+ [51], Training Framework Type=General2026.05 | 67.54 | 66.99 | |
| SagNetBackbone=NetTrans+ [51], Training Framework Type=General2026.05 | 67.47 | 67.04 | |
| MetaTrafficBackbone=NetTrans+ [51], Training Framework Type=NTC2026.05 | 66.84 | 66.55 | |
| NetAugmentBackbone=NetTrans+ [51], Training Framework Type=NTC2026.05 | 66.72 | 66.46 | |
| CDANNBackbone=NetTrans+ [51], Training Framework Type=General2026.05 | 66.51 | 66.15 | |
| RosettaBackbone=NetTrans+ [51], Training Framework Type=NTC2026.05 | 66.23 | 66.13 |