| Paper | Code | MAE [bpm, session-wise] | ModelName | ReleaseDate |
|---|---|---|---|---|
| KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate from a Smartwatch | ✓ Link | 2.85 ± 1.07 | KID-PPG | 2024-05-02 |
| Deep PPG: Large-Scale Heart Rate Estimation with Convolutional Neural Networks | 7.65 ± 4.2 | CNN ensemble | 2019-07-12 | |
| Deep PPG: Large-Scale Heart Rate Estimation with Convolutional Neural Networks | 8.82 ± 3.8 | CNN Average | 2019-07-12 | |
| A Novel Time-Varying Spectral Filtering Algorithm for Reconstruction of Motion Artifact Corrupted Heart Rate Signals During Intense Physical Activities Using a Wearable Photoplethysmogram Sensor | 11.06 ± 4.8 | SpaMaPlus | 2015-12-23 | |
| A Novel Time-Varying Spectral Filtering Algorithm for Reconstruction of Motion Artifact Corrupted Heart Rate Signals During Intense Physical Activities Using a Wearable Photoplethysmogram Sensor | 15.56 ± 7.5 | SpaMa | 2015-12-23 | |
| Computationally efficient heart rate estimation during physical exercise using photoplethysmographic signals | 20.45 ± 7.1 | Schäck2017 | 2017-08-28 |