rPPG estimation on PURE
0.21MAEBTS-rPPG
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BTS-rPPG2026.04 | 0.21 | 0.25 | 0.4 | 1 | |
| RhythmFormer2026.04 | 0.27 | 0.31 | 0.46 | 1 | |
| TS-CAN2026.04 | 0.32 | 0.5 | 0.63 | 0.99 | |
| POS2026.04 | 0.36 | 0.5 | 0.93 | 1 | |
| PhysFormer2026.04 | 0.52 | 0.86 | 1.03 | 0.99 | |
| EfficientPhys2026.04 | 0.55 | 0.71 | 1.34 | 0.99 | |
| PhysNet2026.04 | 0.93 | 1.4 | 2.08 | 0.99 | |
| BTS-rPPGTraining Source=UBFC-rPPG, Evaluation Protocol=Cross-dataset2026.04 | 3.27 | 3.63 | 8.41 | 0.94 | |
| DeepPhys2026.04 | 3.33 | 2.91 | 14.45 | 0.9 | |
| LGI2026.04 | 3.59 | 3.37 | 14.66 | 0.79 | |
| PhysNetTraining Source=UBFC-rPPG, Evaluation Protocol=Cross-dataset2026.04 | 3.69 | 3.39 | 13.8 | 0.82 | |
| CHROM2026.04 | 5.39 | 11.08 | 15.09 | 0.81 | |
| EfficientPhysTraining Source=UBFC-rPPG, Evaluation Protocol=Cross-dataset2026.04 | 5.47 | 5.4 | 17.04 | 0.71 | |
| RhythmFormerTraining Source=UBFC-rPPG, Evaluation Protocol=Cross-dataset2026.04 | 8.02 | 15.71 | 18.14 | 0.74 | |
| DeepPhysTraining Source=UBFC-rPPG, Evaluation Protocol=Cross-dataset2026.04 | 8.06 | 13.67 | 19.71 | 0.61 | |
| TSCANTraining Source=UBFC-rPPG, Evaluation Protocol=Cross-dataset2026.04 | 12.92 | 23.92 | 24.36 | 0.47 | |
| PhysFormerTraining Source=UBFC-rPPG, Evaluation Protocol=Cross-dataset2026.04 | 12.92 | 23.92 | 24.36 | 0.47 | |
| PhysNetrPPG Estimator=PhysNet, Reference HR=120 bpm2025.09 | 37.4 | 41.17 | — | — | |
| PhysFormer++rPPG Estimator=PhysFormer++, Reference HR=120 bpm2025.09 | 38.95 | 32.46 | — | — | |
| TSCANrPPG Estimator=TSCAN, Reference HR=120 bpm2025.09 | 42.23 | 35.19 | — | — | |
| DeepPhysrPPG Estimator=DeepPhys, Reference HR=120 bpm2025.09 | 49.37 | 41.14 | — | — | |
| CHROMrPPG Estimator=CHROM, Reference HR=120 bpm2025.09 | 49.61 | 41.34 | — | — | |
| POSrPPG Estimator=POS, Reference HR=120 bpm2025.09 | 50.63 | 42.2 | — | — | |
| PCArPPG Estimator=PCA, Reference HR=120 bpm2025.09 | 57.08 | 47.57 | — | — |