Heart Rate Estimation on PURE cross-dataset (trained on BSIPL-motion)
0.6MAE (bpm)FCUS-rPPG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FCUS-rPPGLearning Paradigm=Label-free2026.06 | 0.6 | 1.43 | 0.99 | |
| SiNCLearning Paradigm=Label-free2026.06 | 7.41 | 18.58 | 0.58 | |
| PhysNetLearning Paradigm=Supervised2026.06 | 9.33 | 20.14 | 0.59 | |
| Contrast-Phys+Learning Paradigm=Label-free2026.06 | 13.63 | 24.45 | 0.33 | |
| PhysformerLearning Paradigm=Supervised2026.06 | 18.71 | 25.67 | 0 | |
| DeepPhysLearning Paradigm=Supervised2026.06 | 20.85 | 30.97 | 0.04 | |
| EfficientPhysLearning Paradigm=Supervised2026.06 | 21.1 | 30.91 | 0 |