Human Identity Classification on LiDAR-extracted Gait Skeleton Dataset (10-fold cross val)
72.74AccuracyHCN-ID Trained with AAIRS+Attack-AAIRS
Evaluation Results
| Method | Links | |
|---|---|---|
| HCN-ID Trained with AAIRS+Attack-AAIRSNetwork=HCN-ID Model 2, Training Strategy=Trained with AAIRS and X_Adversarial (Attack-AAIRS)2026.03 | 72.74 | |
| HCN-ID Trained with AAIRSNetwork=HCN-ID Model 2, Training Strategy=Trained with AAIRS2026.03 | 72.22 | |
| HCN-ID Trained with Attack-AAIRSNetwork=HCN-ID Model 1, Training Strategy=Trained with X_Adversarial (Attack-AAIRS)2026.03 | 71.47 | |
| Base HCN-IDNetwork=HCN-ID Model 1, Training Strategy=Trained only on real data2026.03 | 66.54 |