PPG-DaLiA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | PPG-DaLiA (test) | F1 Score71.4 | 10 | |
| Heart Rate Estimation | PPG-DaLiA 1.0 (Session-wise) | Session 1 Error (BPM)4.85 | 9 | |
| PPG Signal Classification | PPG-Dalia | Mean AUC84.14 | 8 | |
| time-series forecasting | PPG-DaLiA (test) | MSE6.4 | 8 | |
| Regression | PPG-DaLiA (test) | MSE9.56 | 7 | |
| Heart Rate Regression | PPG-DaLiA | MAE4.2 | 4 |
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