Cross-Position Human Activity Recognition on PAMAP2
53.23Micro F1 ScoreVaCDA
Evaluation results
| Method | Links | |
|---|---|---|
| VaCDATask (Source → Target)=Wrist, Ankle → Chest2025.05 | 53.23 | |
| VaCDATask (Source → Target)=Chest, Ankle → Wrist2025.05 | 50.53 | |
| VaCDATask (Source → Target)=Average2025.05 | 45.75 | |
| DANTask (Source → Target)=Wrist, Ankle → Chest2025.05 | 37.7 | |
| D.CORALTask (Source → Target)=Wrist, Ankle → Chest2025.05 | 36.24 | |
| CrossHARTask (Source → Target)=Chest, Ankle → Wrist2025.05 | 35.95 | |
| VaCDATask (Source → Target)=Wrist, Chest → Ankle2025.05 | 33.48 | |
| CrossHARTask (Source → Target)=Wrist, Ankle → Chest2025.05 | 33.28 | |
| CrossHARTask (Source → Target)=Average2025.05 | 32.44 | |
| CALDATask (Source → Target)=Wrist, Ankle → Chest2025.05 | 31.37 | |
| CoDATSTask (Source → Target)=Wrist, Ankle → Chest2025.05 | 30.32 | |
| DANTask (Source → Target)=Average2025.05 | 29.67 | |
| CrossHARTask (Source → Target)=Wrist, Chest → Ankle2025.05 | 28.09 | |
| STranGANTask (Source → Target)=Chest, Ankle → Wrist2025.05 | 26.52 | |
| DANTask (Source → Target)=Chest, Ankle → Wrist2025.05 | 26.52 | |
| D.CORALTask (Source → Target)=Chest, Ankle → Wrist2025.05 | 26.38 | |
| D.CORALTask (Source → Target)=Average2025.05 | 26.15 | |
| STranGANTask (Source → Target)=Wrist, Ankle → Chest2025.05 | 25.61 | |
| CALDATask (Source → Target)=Average2025.05 | 25.53 | |
| CALDATask (Source → Target)=Wrist, Chest → Ankle2025.05 | 25.13 | |
| DANTask (Source → Target)=Wrist, Chest → Ankle2025.05 | 24.79 | |
| CoDATSTask (Source → Target)=Average2025.05 | 24.66 | |
| STranGANTask (Source → Target)=Average2025.05 | 23.74 | |
| CoDATSTask (Source → Target)=Wrist, Chest → Ankle2025.05 | 22.76 | |
| CoDATSTask (Source → Target)=Chest, Ankle → Wrist2025.05 | 20.89 | |
| CALDATask (Source → Target)=Chest, Ankle → Wrist2025.05 | 20.1 | |
| STranGANTask (Source → Target)=Wrist, Chest → Ankle2025.05 | 19.08 | |
| D.CORALTask (Source → Target)=Wrist, Chest → Ankle2025.05 | 15.84 |