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Benchmarks
Heart Rate Estimation on BSIPL-RPPG (5-fold subject-independent cross-validation)
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1.32
MAE (bpm)
FCUS-rPPG
0.344
6.932
13.52
20.108
Jun 2, 2026
MAE (bpm)
RMSE (bpm)
PCC (r)
Updated 1mo ago
Evaluation Results
Method
Method
Links
MAE (bpm)
RMSE (bpm)
PCC (r)
FCUS-rPPG
Type=Label-free
2026.06
1.32
3.2
0.96
POS
Type=Traditional
2026.06
2.34
4.62
0.93
CHROM
Type=Traditional
2026.06
3.28
6.93
0.85
Contrast-Phys+
Type=Label-free
2026.06
5.84
17
0.65
PhysNet
Type=Supervised
2026.06
7.74
12.45
0.42
ICA
Type=Traditional
2026.06
13.31
20.86
0.07
GREEN
Type=Traditional
2026.06
22.48
28.38
-0.17
EfficientPhys
Type=Supervised
2026.06
24.21
27.3
0.18
DeepPhys
Type=Supervised
2026.06
25.72
28.3
0.1
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