rPPG Estimation on UBFC-rPPG
0.24MAEBTS-rPPG
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BTS-rPPG2026.04 | 0.24 | 0.28 | 0.36 | 1 | |
| EfficientPhys2026.04 | 0.73 | 0.83 | 2.53 | 0.97 | |
| DeepPhys2026.04 | 0.76 | 0.79 | 1.09 | 0.99 | |
| RhythmFormer2026.04 | 0.81 | 0.8 | 1.12 | 0.99 | |
| BTS-rPPGTraining Source=PURE, Evaluation Protocol=Cross-dataset2026.04 | 0.84 | 1.08 | 2.07 | 1 | |
| PhysNetTraining Source=PURE, Evaluation Protocol=Cross-dataset2026.04 | 0.98 | 1.12 | 2.48 | 0.99 | |
| DeepPhysTraining Source=PURE, Evaluation Protocol=Cross-dataset2026.04 | 1.21 | 1.42 | 2.9 | 0.99 | |
| TS-CAN2026.04 | 1.24 | 1.35 | 2.79 | 0.96 | |
| TSCANTraining Source=PURE, Evaluation Protocol=Cross-dataset2026.04 | 1.3 | 1.5 | 2.87 | 0.99 | |
| PhysFormerTraining Source=PURE, Evaluation Protocol=Cross-dataset2026.04 | 1.44 | 1.66 | 3.77 | 0.98 | |
| EfficientPhysTraining Source=PURE, Evaluation Protocol=Cross-dataset2026.04 | 2.07 | 2.1 | 6.32 | 0.94 | |
| PhysNet2026.04 | 2.25 | 2.37 | 4.81 | 0.94 | |
| RhythmFormerTraining Source=PURE, Evaluation Protocol=Cross-dataset2026.04 | 2.26 | 2.34 | 5.48 | 0.95 | |
| PhysFormer2026.04 | 2.34 | 2.6 | 5.55 | 0.97 | |
| CHROM2026.04 | 4.06 | 3.34 | 8.83 | 0.89 | |
| POS2026.04 | 4.08 | 3.93 | 7.72 | 0.92 | |
| LGI2026.04 | 5.39 | 11.08 | 15.09 | 0.81 |