DSADS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Cross-Position Human Activity Recognition | DSADS | Micro F1 Score84.14 | 42 | |
| Human Activity Recognition | DSADS Cross-person | Micro F1 Score86.96 | 28 | |
| Activity Recognition | DSADS | Macro F154.3 | 20 | |
| Human Activity Recognition | DSADS | F1 Score89.7 | 16 | |
| Time Series Anomaly Detection | DSADS | F1 Score97.8 | 16 | |
| Human Activity Recognition | DSADS Subject-Hold-Out | Accuracy84.2 | 14 | |
| Cross-user Activity Recognition | DSADS (cross-user) | Accuracy (ABC->D)87.77 | 7 | |
| Human Activity Recognition | DSADS 45ch (LOSO-CV) | Accuracy (Clean)92.8 | 5 | |
| Human Activity Recognition | DSADS Full-Shot | Accuracy94.3 | 4 |
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