Heart Rate Estimation on UBFC Cross-dataset from PURE (test)
0.46MAE (bpm)LQ-rPPG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LQ-rPPG2026.05 | 0.46 | 0.65 | 0.48 | 0.99 | |
| Style-rPPGresults_excerpted_from_original_paper=true2026.05 | 0.59 | 1.49 | — | 0.99 | |
| RhythmJEPA2026.06 | 0.71 | 1.94 | 1.04 | 1 | |
| Dual-GAN2026.05 | 0.74 | 1.02 | — | — | |
| RhythmFormer2026.05 | 0.89 | 1.83 | 0.97 | 0.99 | |
| RhythmMamba2026.05 | 0.95 | 1.83 | 1.04 | 0.99 | |
| PhysNet2026.05 | 0.98 | 2.48 | 1.12 | 0.99 | |
| LST-rPPGresults_excerpted_from_original_paper=true2026.05 | 0.98 | 2.32 | — | 0.99 | |
| PhysNet2026.06 | 0.98 | 2.48 | 1.12 | 0.99 | |
| DeepPhys2026.05 | 1.21 | 2.9 | 1.42 | 0.99 | |
| DeepPhys2026.06 | 1.21 | 2.9 | 1.42 | 0.99 | |
| TS-CAN2026.05 | 1.3 | 2.87 | 1.5 | 0.99 | |
| TSCAN2026.06 | 1.3 | 2.87 | 1.5 | 0.99 | |
| PhysFormer2026.05 | 1.44 | 3.77 | 1.66 | 0.98 | |
| PhysFormer2026.06 | 1.44 | 3.77 | 1.66 | 0.98 | |
| EfficientPhys2026.05 | 2.07 | 6.32 | 2.1 | 0.94 | |
| EfficientPhys2026.06 | 2.07 | 6.32 | 2.1 | 0.94 | |
| RhythmFormer2026.06 | 2.26 | 5.48 | 2.34 | 0.95 | |
| Spiking-Phys2026.05 | 2.8 | — | 2.81 | 0.95 | |
| RhythmJEPA2026.06 | 3.07 | 8.93 | 3.38 | 0.92 | |
| PhysNet2026.06 | 3.69 | 13.8 | 3.39 | 0.82 | |
| EfficientPhys2026.06 | 5.47 | 17.04 | 5.4 | 0.71 | |
| Meta-rPPG2026.05 | 6.11 | 7.58 | — | 0.66 | |
| RhythmFormer2026.06 | 8.02 | 18.14 | 15.71 | 0.74 | |
| DeepPhys2026.06 | 8.06 | 19.71 | 13.67 | 0.61 | |
| TSCAN2026.06 | 12.92 | 24.36 | 23.92 | 0.47 | |
| PhysFormer2026.06 | 12.92 | 24.36 | 23.92 | 0.47 |