rPPG estimation on MMPD
4.05MAEBTS-rPPG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BTS-rPPG2026.04 | 4.05 | 4.45 | 9.74 | 0.75 | |
| PhysNet2026.04 | 4.81 | 4.84 | 11.83 | 0.6 | |
| RhythmFormer2026.04 | 6.74 | 6.93 | 11.92 | 0.71 | |
| TS-CAN2026.04 | 8.97 | 9.43 | 16.58 | 0.44 | |
| BTS-rPPGTraining Source=UBFC-rPPG, Evaluation Protocol=Cross-dataset2026.04 | 9.67 | 13.48 | 15.39 | 0.3 | |
| PhysNetTraining Source=UBFC-rPPG, Evaluation Protocol=Cross-dataset2026.04 | 10.24 | 12.46 | 16.54 | 0.29 | |
| BTS-rPPGTraining Source=PURE, Evaluation Protocol=Cross-dataset2026.04 | 10.34 | 11.83 | 18.01 | 0.25 | |
| PhysFormerTraining Source=UBFC-rPPG, Evaluation Protocol=Cross-dataset2026.04 | 12.1 | 15.41 | 17.79 | 0.17 | |
| EfficientPhys2026.04 | 12.79 | 13.48 | 21.12 | 0.24 | |
| PhysNetTraining Source=PURE, Evaluation Protocol=Cross-dataset2026.04 | 13.22 | 14.73 | 19.61 | 0.23 | |
| PhysFormer2026.04 | 13.64 | 14.42 | 19.39 | 0.15 | |
| CHROM2026.04 | 13.73 | 16.95 | 18.88 | 0.15 | |
| EfficientPhysTraining Source=UBFC-rPPG, Evaluation Protocol=Cross-dataset2026.04 | 13.78 | 15.15 | 22.25 | 0.09 | |
| TSCANTraining Source=PURE, Evaluation Protocol=Cross-dataset2026.04 | 13.94 | 15.14 | 21.61 | 0.2 | |
| TSCANTraining Source=UBFC-rPPG, Evaluation Protocol=Cross-dataset2026.04 | 14.01 | 15.48 | 21.04 | 0.24 | |
| EfficientPhysTraining Source=PURE, Evaluation Protocol=Cross-dataset2026.04 | 14.03 | 15.32 | 21.62 | 0.17 | |
| PhysFormerTraining Source=PURE, Evaluation Protocol=Cross-dataset2026.04 | 14.57 | 16.73 | 20.71 | 0.15 | |
| RhythmFormerTraining Source=UBFC-rPPG, Evaluation Protocol=Cross-dataset2026.04 | 14.95 | 20.46 | 21.16 | 0.18 | |
| POS2026.04 | 15.61 | 18.28 | 21.4 | 0.14 | |
| LGI2026.04 | 16.63 | 18.77 | 23.06 | 0.11 | |
| DeepPhysTraining Source=PURE, Evaluation Protocol=Cross-dataset2026.04 | 16.92 | 18.54 | 24.61 | 0.05 | |
| DeepPhysTraining Source=UBFC-rPPG, Evaluation Protocol=Cross-dataset2026.04 | 17.5 | 19.27 | 25 | 0.05 | |
| RhythmFormerTraining Source=PURE, Evaluation Protocol=Cross-dataset2026.04 | 17.52 | 20.2 | 25.51 | 0.18 | |
| DeepPhys2026.04 | 23.73 | 25.63 | 28.25 | -0.06 |