| Paper | Code | MAE | MAPE (%) | RMSE | Pearson Correlation | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|
| Real-Time Monitoring of User Stress, Heart Rate and Heart Rate Variability on Mobile Devices | 1.72 | 2.24% | 4.03 | 0.95 | Beam AI SDK | 2022-10-04 | |
| Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement | ✓ Link | 3.04 | 3.41% | 0.89 | TS-CAN | 2020-06-06 | |
| EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement | 3.04 | 3.91% | 5.91 | 0.92 | EfficientPhys-T1 | 2021-10-09 | |
| EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement | 3.48 | 4.02% | 7.21 | 0.86 | EfficientPhys-C | 2021-10-09 | |
| Robust Pulse Rate From Chrominance-Based rPPG | 3.61 | 4.50% | 7.43 | 0.85 | CHROM | 2013-06-04 | |
| Advancements in Noncontact, Multiparameter Physiological Measurements Using a Webcam | 7.96 | 9.20% | 14.02 | 0.51 | ICA | 2010-10-14 |