mHealth
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Activity Recognition | mHealth | F1 Score97.15 | 46 | |
| Clinical temporal classification | MHEALTH (test) | Macro F194.57 | 24 | |
| Human Activity Recognition | MHealth Subject-Hold-Out | Accuracy86.3 | 14 | |
| Imputation and Heartbeat Detection | mHealth PPG | MSE0.0137 | 10 | |
| Imputation and Heartbeat Detection | mHealth ECG | MSE0.0194 | 10 | |
| Human Activity Recognition | MHEALTH (LOSO cross val) | Accuracy92.25 | 6 | |
| Human Activity Recognition | mHealth 45 | Initial Accuracy33.33 | 4 | |
| Human Activity Recognition | Mhealth Full-Shot | Accuracy97 | 4 |
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