Network Traffic Classification on CICIDS i.i.d. settings 2017
99.97AccuracyMMD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MMDTraining Framework=NetTrans+, Type=General2026.05 | 99.97 | 99.97 | |
| MetaTrafficTraining Framework=NetTrans+, Type=NTC2026.05 | 99.97 | 99.97 | |
| RosettaTraining Framework=NetTrans+, Type=NTC2026.05 | 99.97 | 99.97 | |
| UniAlignTraining Framework=NetTrans+, Type=Ours2026.05 | 99.97 | 99.97 | |
| StandardTraining Framework=NetMamba+, Type=Original2026.05 | 99.95 | 99.95 | |
| MMDTraining Framework=NetMamba+, Type=General2026.05 | 99.95 | 99.95 | |
| SagNetTraining Framework=NetMamba+, Type=General2026.05 | 99.95 | 99.95 | |
| SWADTraining Framework=NetMamba+, Type=General2026.05 | 99.95 | 99.95 | |
| NetAugmentTraining Framework=NetMamba+, Type=NTC2026.05 | 99.95 | 99.95 | |
| CDANNTraining Framework=NetTrans+, Type=General2026.05 | 99.95 | 99.95 | |
| SagNetTraining Framework=NetTrans+, Type=General2026.05 | 99.95 | 99.95 | |
| SWADTraining Framework=NetTrans+, Type=General2026.05 | 99.95 | 99.95 | |
| UniAlignTraining Framework=NetMamba+, Type=Ours2026.05 | 99.92 | 99.92 | |
| StandardTraining Framework=NetTrans+, Type=Original2026.05 | 99.92 | 99.92 | |
| NetAugmentTraining Framework=NetTrans+, Type=NTC2026.05 | 99.92 | 99.92 | |
| CDANNTraining Framework=NetMamba+, Type=General2026.05 | 99.85 | 99.85 | |
| MetaTrafficTraining Framework=NetMamba+, Type=NTC2026.05 | 99.82 | 99.82 | |
| RosettaTraining Framework=NetMamba+, Type=NTC2026.05 | 99.82 | 99.82 |