Table 3 Overview of best-performed algorithms on 5 most-popular public datasets

From: The role of face regions in remote photoplethysmography for contactless heart rate monitoring

 

UBFC-rPPG53

PURE54

COHFACE55

VIPL-HR56

MAHNOB-HCI57

Article

MAE

RMSE

MAE

RMSE

MAE

RMSE

MAE

RMSE

MAE

RMSE

Qian W et al.20

0.17

0.41

0.37

0.68

  

4.36

6.92

  

Zhao P. et al.14

0.12

0.35

0.08

0.29

      

Hao Lu et al.12

0.44

0.67

0.82

1.31

  

4.93

7.68

  

Si-Qi Liu et al.65

0.31

0.98

0.18

0.41

0.64

1.89

  

3.13

3.97

Yaran Duan et al.62

2.78

3.35

2.76

4.15

  

2.77

3.87

3.45

4.17

  1. Performance metrics: MAE, RMSE. Datasets: UBFC-rPPG, PURE, COHFACE, VIPL-HR, MAHNOB-HCI.
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