HR estimation on PURE (five-fold cross-validation)
0.26MAERhyMamba
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RhyMambaprotocol=five-fold cross-validation2025.12 | 0.26 | 0.53 | 1 | |
| FacePhysprotocol=five-fold cross-validation2025.12 | 0.26 | 0.53 | 1 | |
| rPPG-MAEType=Label-free2026.06 | 0.4 | 0.92 | 0.99 | |
| FCUS-rPPGType=Label-free2026.06 | 0.49 | 1.1 | 0.99 | |
| Ma et al.Type=Label-free2026.06 | 0.6 | 1.18 | 0.99 | |
| SiNCType=Label-free2026.06 | 0.61 | 1.84 | 1 | |
| Dual-GANType=Supervised2026.06 | 0.82 | 1.31 | 0.99 | |
| PhysNetprotocol=five-fold cross-validation2025.12 | 0.93 | 2.08 | 0.99 | |
| PhysNetType=Supervised2026.06 | 0.99 | 5.22 | 0.97 | |
| Contrast-Phys+Type=Label-free2026.06 | 1 | 1.4 | 0.99 | |
| RPNetType=Supervised2026.06 | 1.15 | 5.77 | 0.96 | |
| Yue et al.Type=Label-free2026.06 | 1.23 | 2.01 | 0.99 | |
| EFFPhysprotocol=five-fold cross-validation2025.12 | 1.63 | 3.12 | 0.98 | |
| HR-CNNType=Supervised2026.06 | 1.84 | 2.37 | 0.98 | |
| TSCANprotocol=five-fold cross-validation2025.12 | 2.06 | 3.95 | 0.96 | |
| Gideon2021Type=Label-free2026.06 | 2.3 | 2.9 | 0.99 | |
| PhysFormerprotocol=five-fold cross-validation2025.12 | 2.66 | 5.32 | 0.9 | |
| SimPerType=Label-free2026.06 | 3.89 | — | — | |
| CHROMType=Traditional2026.06 | 4.06 | 8.83 | 0.89 | |
| POSType=Traditional2026.06 | 4.08 | 7.72 | 0.92 | |
| ICAType=Traditional2026.06 | 16 | 25.65 | 0.44 | |
| GREENType=Traditional2026.06 | 19.73 | 31 | 0.37 |