Heart Rate Estimation on COHFACE Cross-domain U+P→C
13.46MAEperiodicity-guided rPPG estimation
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| periodicity-guided rPPG estimationMethod Type=Learning based, Testing clip length=2s2025.06 | 13.46 | 16.02 | 0.41 | |
| X-iPPGNetMethod Type=Learning based, Testing clip length=2s2025.06 | 16.01 | 16.25 | 0.27 | |
| Dual-bridgingMethod Type=Learning based, Testing clip length=2s2025.06 | 16.22 | 17.56 | 0.18 | |
| CHROMMethod Type=Non-learning based, Testing clip length=2s2025.06 | 16.97 | 22.29 | 0.18 | |
| RErPPG-NetMethod Type=Learning based, Testing clip length=2s2025.06 | 17.3 | 20.69 | 0.37 | |
| PRnetMethod Type=Learning based, Testing clip length=2s2025.06 | 17.96 | 18.12 | 0.1 | |
| POSMethod Type=Non-learning based, Testing clip length=2s2025.06 | 18.18 | 24.01 | 0.15 | |
| PhysFormerMethod Type=Learning based, Testing clip length=2s2025.06 | 18.89 | 23.75 | 0.04 | |
| DD-rPPGNetMethod Type=Learning based, Testing clip length=2s2025.06 | 19.41 | 23.64 | 0 | |
| Contrast-PhysMethod Type=Learning based, Testing clip length=2s2025.06 | 21.5 | 23.02 | 0.29 | |
| Gideon2021Method Type=Learning based, Testing clip length=2s2025.06 | 22.76 | 23.36 | 0.18 | |
| EfficientPhysMethod Type=Learning based, Testing clip length=2s2025.06 | 24.48 | 34.37 | 0.08 |