Human Activity Recognition on WISDM Cross-person split
60.27Micro F1 ScoreCALDA
Evaluation results
| Method | Links | |
|---|---|---|
| CALDASource → Target user mapping=1, 5, 7, 8, 12, 13, 15→392025.05 | 60.27 | |
| VaCDASource → Target user mapping=1, 5, 7, 8, 12, 13, 15→382025.05 | 59.91 | |
| VaCDASource → Target user mapping=Average2025.05 | 56.39 | |
| CoDATSSource → Target user mapping=1, 5, 7, 8, 12, 13, 15→392025.05 | 54.69 | |
| VaCDASource → Target user mapping=1, 5, 7, 8, 12, 13, 15→392025.05 | 54.66 | |
| VaCDASource → Target user mapping=1, 5, 7, 8, 12, 13, 15→372025.05 | 54.6 | |
| CALDASource → Target user mapping=1, 5, 7, 8, 12, 13, 15→382025.05 | 53.38 | |
| CALDASource → Target user mapping=Average2025.05 | 52.98 | |
| CoDATSSource → Target user mapping=1, 5, 7, 8, 12, 13, 15→382025.05 | 52.61 | |
| CoDATSSource → Target user mapping=Average2025.05 | 50.89 | |
| DANSource → Target user mapping=1, 5, 7, 8, 12, 13, 15→372025.05 | 50.16 | |
| DANSource → Target user mapping=Average2025.05 | 48.13 | |
| DANSource → Target user mapping=1, 5, 7, 8, 12, 13, 15→392025.05 | 47.91 | |
| DANSource → Target user mapping=1, 5, 7, 8, 12, 13, 15→382025.05 | 46.32 | |
| CoDATSSource → Target user mapping=1, 5, 7, 8, 12, 13, 15→372025.05 | 45.38 | |
| CALDASource → Target user mapping=1, 5, 7, 8, 12, 13, 15→372025.05 | 45.31 | |
| STranGANSource → Target user mapping=1, 5, 7, 8, 12, 13, 15→372025.05 | 43.04 | |
| STranGANSource → Target user mapping=1, 5, 7, 8, 12, 13, 15→392025.05 | 42.3 | |
| CrossHARSource → Target user mapping=1, 5, 7, 8, 12, 13, 15→392025.05 | 42 | |
| STranGANSource → Target user mapping=Average2025.05 | 38.59 | |
| D.CORALSource → Target user mapping=1, 5, 7, 8, 12, 13, 15→392025.05 | 37.24 | |
| CrossHARSource → Target user mapping=Average2025.05 | 36.56 | |
| CrossHARSource → Target user mapping=1, 5, 7, 8, 12, 13, 15→382025.05 | 34 | |
| CrossHARSource → Target user mapping=1, 5, 7, 8, 12, 13, 15→372025.05 | 33.68 | |
| D.CORALSource → Target user mapping=1, 5, 7, 8, 12, 13, 15→372025.05 | 31.25 | |
| D.CORALSource → Target user mapping=Average2025.05 | 31.13 | |
| STranGANSource → Target user mapping=1, 5, 7, 8, 12, 13, 15→382025.05 | 30.42 | |
| D.CORALSource → Target user mapping=1, 5, 7, 8, 12, 13, 15→382025.05 | 24.9 |