Heart Rate Estimation on MMPD trained on PURE (test)
7.98MAELQ-rPPG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LQ-rPPGTraining Set=PURE2026.05 | 7.98 | 13.35 | 9.73 | 0.53 | |
| RhythmFormerTraining Set=PURE2026.05 | 8.98 | 14.85 | 11.11 | 0.51 | |
| RhythmJEPA2026.06 | 9.46 | 16.4 | 10.79 | 0.27 | |
| RhythmMambaTraining Set=PURE2026.05 | 10.44 | 16.7 | 12.25 | 0.36 | |
| PhysNetTraining Set=PURE2026.05 | 13.22 | 19.61 | 14.73 | 0.23 | |
| PhysNet2026.06 | 13.22 | 19.61 | 14.73 | 0.23 | |
| TS-CANTraining Set=PURE2026.05 | 13.94 | 21.61 | 15.15 | 0.2 | |
| TSCAN2026.06 | 13.94 | 21.61 | 15.14 | 0.2 | |
| EfficientPhysTraining Set=PURE2026.05 | 14.03 | 21.62 | 15.32 | 0.17 | |
| EfficientPhys2026.06 | 14.03 | 21.62 | 15.32 | 0.17 | |
| PhysFormerTraining Set=PURE2026.05 | 14.57 | 20.71 | 16.73 | 0.15 | |
| Spiking-PhysTraining Set=PURE2026.05 | 14.57 | — | 16.55 | 0.14 | |
| PhysFormer2026.06 | 14.57 | 20.71 | 16.73 | 0.15 | |
| DeepPhysTraining Set=PURE2026.05 | 16.92 | 24.61 | 18.54 | 0.05 | |
| DeepPhys2026.06 | 16.92 | 24.61 | 18.54 | 0.05 | |
| RhythmFormer2026.06 | 17.52 | 25.51 | 20.2 | 0.18 |