Heart Rate Estimation On Ppg Dalia
Metrics
MAE [bpm, session-wise]
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | MAE [bpm, session-wise] |
|---|---|
| computationally-efficient-heart-rate | 20.45 ± 7.1 |
| a-novel-time-varying-spectral-filtering | 11.06 ± 4.8 |
| deep-ppg-large-scale-heart-rate-estimation | 7.65 ± 4.2 |
| kid-ppg-knowledge-informed-deep-learning-for | 2.85 ± 1.07 |
| a-novel-time-varying-spectral-filtering | 15.56 ± 7.5 |
| deep-ppg-large-scale-heart-rate-estimation | 8.82 ± 3.8 |