Heart Rate Estimation on UBFC Cross-domain P+C→U
10.96MAEperiodicity-guided rPPG estimation
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| periodicity-guided rPPG estimationMethod Type=Learning based, Testing clip length=2s2025.06 | 10.96 | 11.38 | 0.37 | |
| CHROMMethod Type=Non-learning based, Testing clip length=2s2025.06 | 13.39 | 22.15 | 0.31 | |
| POSMethod Type=Non-learning based, Testing clip length=2s2025.06 | 14.06 | 23.26 | 0.26 | |
| X-iPPGNetMethod Type=Learning based, Testing clip length=2s2025.06 | 14.4 | 14.93 | 0.34 | |
| PRnetMethod Type=Learning based, Testing clip length=2s2025.06 | 15.09 | 15.3 | 0.32 | |
| RErPPG-NetMethod Type=Learning based, Testing clip length=2s2025.06 | 20.27 | 24.45 | 0.25 | |
| DD-rPPGNetMethod Type=Learning based, Testing clip length=2s2025.06 | 22.88 | 28.42 | 0 | |
| Contrast-PhysMethod Type=Learning based, Testing clip length=2s2025.06 | 23.27 | 23.58 | 0.31 | |
| EfficientPhysMethod Type=Learning based, Testing clip length=2s2025.06 | 24.23 | 32.51 | 0.15 | |
| Gideon2021Method Type=Learning based, Testing clip length=2s2025.06 | 26.28 | 27.16 | 0.18 | |
| Dual-bridgingMethod Type=Learning based, Testing clip length=2s2025.06 | 26.92 | 28.09 | 0.3 | |
| PhysFormerMethod Type=Learning based, Testing clip length=2s2025.06 | 34.12 | 37.89 | 0.1 |