Photoplethysmography Ppg Heart Rate 1
Metrics
MAE
MAPE (%)
Pearson Correlation
RMSE
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | MAE | MAPE (%) | Pearson Correlation | RMSE |
|---|---|---|---|---|
| real-time-monitoring-of-user-stress-heart | 0.65 | 0.77% | 0.99 | 1.98 |
| robust-pulse-rate-from-chrominance-based-rppg | 3.10 | 3.83% | 0.93 | 6.84 |
| efficientphys-enabling-simple-fast-and-1 | 1.14 | 1.16% | 0.99 | 1.81 |
| drnet-decomposition-and-reconstruction | 0.42 | - | 0.998 | 0.64 |
| multi-task-temporal-shift-attention-networks | - | - | - | 2.72 |
| efficientphys-enabling-simple-fast-and-1 | 2.08 | 2.53% | 0.96 | 4.91 |
| advancements-in-noncontact-multiparameter | 4.39 | 4.30% | 0.82 | 11.60 |