Heart Rate Estimation on PURE Cross-domain U+C→P
8.43MAEperiodicity-guided rPPG estimation
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| periodicity-guided rPPG estimationMethod Type=Learning based, Testing clip length=2s2025.06 | 8.43 | 8.57 | 0.44 | |
| Dual-bridgingMethod Type=Learning based, Testing clip length=2s2025.06 | 9.41 | 11.89 | 0.2 | |
| X-iPPGNetMethod Type=Learning based, Testing clip length=2s2025.06 | 9.53 | 9.76 | 0.31 | |
| PRnetMethod Type=Learning based, Testing clip length=2s2025.06 | 9.6 | 10.02 | 0.19 | |
| RErPPG-NetMethod Type=Learning based, Testing clip length=2s2025.06 | 10.09 | 12.59 | 0.39 | |
| DD-rPPGNetMethod Type=Learning based, Testing clip length=2s2025.06 | 14.06 | 21.57 | 0.23 | |
| Gideon2021Method Type=Learning based, Testing clip length=2s2025.06 | 15.42 | 17.11 | 0.1 | |
| POSMethod Type=Non-learning based, Testing clip length=2s2025.06 | 15.73 | 22.33 | 0.35 | |
| Contrast-PhysMethod Type=Learning based, Testing clip length=2s2025.06 | 15.86 | 17.75 | 0.21 | |
| CHROMMethod Type=Non-learning based, Testing clip length=2s2025.06 | 16.68 | 22.99 | 0.32 | |
| EfficientPhysMethod Type=Learning based, Testing clip length=2s2025.06 | 18.22 | 29.7 | 0.36 | |
| PhysFormerMethod Type=Learning based, Testing clip length=2s2025.06 | 19.9 | 26.41 | 0.21 |