Heart Rate Variability Analysis on UBFC-rPPG (test)
0.028LF STD (n.u.)LQ-rPPG
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| LQ-rPPGMethodology=Deep learning-based2026.05 | 0.028 | 0.032 | 0.902 | 0.028 | 0.032 | 0.902 | 0.125 | 0.128 | 0.899 | |
| PhysFormerMethodology=Deep learning-based2026.05 | 0.03 | 0.032 | 0.895 | 0.03 | 0.032 | 0.895 | 0.126 | 0.13 | 0.893 | |
| Style-rPPGMethodology=Deep learning-based2026.05 | 0.039 | 0.051 | 0.868 | 0.039 | 0.051 | 0.868 | 0.141 | 0.147 | 0.843 | |
| Contrast-PhysMethodology=Deep learning-based2026.05 | 0.05 | 0.098 | 0.798 | 0.05 | 0.098 | 0.798 | 0.205 | 0.395 | 0.782 | |
| Gideon et al.Methodology=Deep learning-based2026.05 | 0.091 | 0.139 | 0.694 | 0.091 | 0.139 | 0.694 | 0.525 | 0.691 | 0.684 | |
| POSMethodology=Traditional signal processing2026.05 | 0.171 | 0.169 | 0.479 | 0.171 | 0.169 | 0.479 | 0.405 | 0.399 | 0.518 | |
| GreenMethodology=Traditional signal processing2026.05 | 0.186 | 0.186 | 0.28 | 0.186 | 0.186 | 0.28 | 0.361 | 0.365 | 0.492 | |
| ICAMethodology=Traditional signal processing2026.05 | 0.243 | 0.24 | 0.159 | 0.243 | 0.24 | 0.159 | 0.655 | 0.645 | 0.226 |