Heart Rate Estimation on UBFC-rPPG v1 (test)
0.65MAE (BPM)DRNet(Ours)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DRNet(Ours)Training Database=PURE2022.06 | 0.65 | 1.29 | 0.68 | 0.997 | |
| Dual-GANReference=CVPR, Training Database=PURE2022.06 | 0.74 | 1.02 | 0.73 | 0.997 | |
| Siamese-rPPGReference=ACM SAC, Training Database=PURE2022.06 | 1.29 | 8.73 | — | — | |
| PulseGANReference=JBHI, Training Database=PURE2022.06 | 2.09 | 4.42 | 2.23 | 0.97 | |
| CHROMReference=TBME, Training Database=PURE2022.06 | 3.1 | 6.84 | 3.83 | 0.93 | |
| POSReference=TBME, Training Database=PURE2022.06 | 3.52 | 8.38 | 3.36 | 0.9 | |
| ICAReference=Opt. Express, Training Database=PURE2022.06 | 4.39 | 11.6 | 4.3 | 0.82 | |
| GREENReference=Opt. Express, Training Database=PURE2022.06 | 8.29 | 15.82 | 7.81 | 0.68 |