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Heart Rate Estimation on PURE cross-dataset (trained on BSIPL-motion)
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0.6
MAE (bpm)
FCUS-rPPG
-0.22
5.315
10.85
16.385
Jun 2, 2026
MAE (bpm)
RMSE (bpm)
Pearson Correlation (r)
Updated 1mo ago
Evaluation Results
Method
Method
Links
MAE (bpm)
RMSE (bpm)
Pearson Correlation (r)
FCUS-rPPG
Learning Paradigm=Labe...
2026.06
0.6
1.43
0.99
SiNC
Learning Paradigm=Labe...
2026.06
7.41
18.58
0.58
PhysNet
Learning Paradigm=Supe...
2026.06
9.33
20.14
0.59
Contrast-Phys+
Learning Paradigm=Labe...
2026.06
13.63
24.45
0.33
Physformer
Learning Paradigm=Supe...
2026.06
18.71
25.67
0
DeepPhys
Learning Paradigm=Supe...
2026.06
20.85
30.97
0.04
EfficientPhys
Learning Paradigm=Supe...
2026.06
21.1
30.91
0
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