Heart Rate Estimation on PURE to UBFC-rPPG (train-test cross)
0.71MAE (bpm)FCUS-rPPG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FCUS-rPPGTypes=L-F.2026.06 | 0.71 | 2.16 | 0.99 | |
| PhysNetTypes=Sup.2026.06 | 0.98 | 2.48 | 0.99 | |
| DeepPhysTypes=Sup.2026.06 | 1.21 | 2.9 | 0.99 | |
| rPPG-MAETypes=L-F.2026.06 | 1.28 | 2.75 | — | |
| TS-CANTypes=Sup.2026.06 | 1.3 | 2.87 | 0.99 | |
| Ma et al.Types=L-F.2026.06 | 1.51 | 3.17 | — | |
| EfficientPhysTypes=Sup.2026.06 | 2.07 | 6.32 | 0.94 | |
| Yue et al.Types=L-F.2026.06 | 2.18 | 3.2 | 0.97 | |
| PulseGANTypes=Sup.2026.06 | 2.3 | 3.5 | 0.97 | |
| Gideon2021Types=L-F.2026.06 | 2.37 | 3.51 | 0.95 | |
| PhysformerTypes=Sup.2026.06 | 3.96 | 13.57 | 0.89 | |
| GreipTypes=Sup.2026.06 | 4.08 | 6.17 | 0.88 | |
| NESTTypes=Sup.2026.06 | 4.67 | 6.79 | 0.86 | |
| RhythmNetTypes=Sup.2026.06 | 5.79 | 7.91 | 0.78 | |
| SiNCTypes=L-F.2026.06 | 6.64 | — | 0.59 |