Heart Rate Estimation on BSIPL-RPPG (5-fold subject-independent cross-validation)
1.32MAE (bpm)FCUS-rPPG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FCUS-rPPGType=Label-free2026.06 | 1.32 | 3.2 | 0.96 | |
| POSType=Traditional2026.06 | 2.34 | 4.62 | 0.93 | |
| CHROMType=Traditional2026.06 | 3.28 | 6.93 | 0.85 | |
| Contrast-Phys+Type=Label-free2026.06 | 5.84 | 17 | 0.65 | |
| PhysNetType=Supervised2026.06 | 7.74 | 12.45 | 0.42 | |
| ICAType=Traditional2026.06 | 13.31 | 20.86 | 0.07 | |
| GREENType=Traditional2026.06 | 22.48 | 28.38 | -0.17 | |
| EfficientPhysType=Supervised2026.06 | 24.21 | 27.3 | 0.18 | |
| DeepPhysType=Supervised2026.06 | 25.72 | 28.3 | 0.1 |