Human Activity Recognition on DSADS Cross-person (Micro F1)
86.96Micro F1 ScoreCALDA
Evaluation results
| Method | Links | |
|---|---|---|
| CALDASource → Target user mapping=1, 2, 3, 4, 5, 7, 8 → 62025.05 | 86.96 | |
| CALDASource → Target user mapping=1, 2, 3, 4, 5, 6, 7 → 82025.05 | 85.28 | |
| DANSource → Target user mapping=1, 2, 3, 4, 5, 7, 8 → 62025.05 | 83.96 | |
| CoDATSSource → Target user mapping=1, 2, 3, 4, 5, 6, 7 → 82025.05 | 82.69 | |
| CALDASource → Target user mapping=Average2025.05 | 82.65 | |
| CoDATSSource → Target user mapping=1, 2, 3, 4, 5, 7, 8 → 62025.05 | 80.93 | |
| CoDATSSource → Target user mapping=Average2025.05 | 80.7 | |
| DANSource → Target user mapping=Average2025.05 | 78.69 | |
| CoDATSSource → Target user mapping=1, 2, 3, 4, 5, 6, 8 → 72025.05 | 78.47 | |
| VaCDASource → Target user mapping=1, 2, 3, 4, 5, 6, 7 → 82025.05 | 78.16 | |
| CrossHARSource → Target user mapping=1, 2, 3, 4, 5, 6, 7 → 82025.05 | 77.28 | |
| DANSource → Target user mapping=1, 2, 3, 4, 5, 6, 7 → 82025.05 | 77.26 | |
| CALDASource → Target user mapping=1, 2, 3, 4, 5, 6, 8 → 72025.05 | 75.71 | |
| DANSource → Target user mapping=1, 2, 3, 4, 5, 6, 8 → 72025.05 | 74.85 | |
| CrossHARSource → Target user mapping=Average2025.05 | 73.95 | |
| VaCDASource → Target user mapping=Average2025.05 | 73.12 | |
| VaCDASource → Target user mapping=1, 2, 3, 4, 5, 7, 8 → 62025.05 | 71.79 | |
| CrossHARSource → Target user mapping=1, 2, 3, 4, 5, 6, 8 → 72025.05 | 70.88 | |
| CrossHARSource → Target user mapping=1, 2, 3, 4, 5, 7, 8 → 62025.05 | 69.89 | |
| VaCDASource → Target user mapping=1, 2, 3, 4, 5, 6, 8 → 72025.05 | 69.41 | |
| STranGANSource → Target user mapping=1, 2, 3, 4, 5, 6, 7 → 82025.05 | 66.93 | |
| STranGANSource → Target user mapping=Average2025.05 | 62.9 | |
| STranGANSource → Target user mapping=1, 2, 3, 4, 5, 7, 8 → 62025.05 | 60.97 | |
| STranGANSource → Target user mapping=1, 2, 3, 4, 5, 6, 8 → 72025.05 | 60.8 | |
| D.CORALSource → Target user mapping=1, 2, 3, 4, 5, 6, 7 → 82025.05 | 55.4 | |
| D.CORALSource → Target user mapping=1, 2, 3, 4, 5, 6, 8 → 72025.05 | 55.19 | |
| D.CORALSource → Target user mapping=Average2025.05 | 52.84 | |
| D.CORALSource → Target user mapping=1, 2, 3, 4, 5, 7, 8 → 62025.05 | 47.93 |