Heart Rate Estimation on V4V (test)
0.73MAELQ-rPPG
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LQ-rPPGTraining Protocol=Intra-dataset2026.05 | 0.73 | 2.2 | 0.98 | — | — | |
| RhythmMambaTraining Protocol=Intra-dataset2026.05 | 1.65 | 4.77 | 0.94 | — | — | |
| Periodic-MAETrain set=PURE2025.06 | 2.94 | 6.95 | 0.83 | 3.45 | -0.57 | |
| RhythmFormerTraining Protocol=Intra-dataset2026.05 | 3.83 | 9.59 | 0.75 | — | — | |
| PhysNetTrain set=PURE2025.06 | 4.22 | 8.91 | 0.76 | 5.18 | -4.63 | |
| Periodic-MAETrain set=UBFC2025.06 | 4.48 | 9.35 | 0.69 | 5.25 | -1.67 | |
| RhythmFormerTrain set=PURE2025.06 | 5.11 | 11.3 | 0.65 | 5.83 | -0.77 | |
| EfficientPhysTrain set=UBFC2025.06 | 5.19 | 10.34 | 0.67 | 5.96 | -3.89 | |
| TS-CANTrain set=PURE2025.06 | 5.35 | 10.9 | 0.63 | 6.23 | -3.85 | |
| PhysNetTrain set=UBFC2025.06 | 5.49 | 9.46 | 0.47 | 9.85 | -4.17 | |
| TS-CANTrain set=UBFC2025.06 | 5.53 | 10.98 | 0.63 | 6.35 | -4.52 | |
| DeepPhysTrain set=PURE2025.06 | 6.33 | 12.56 | 0.57 | 7.28 | -4.01 | |
| EfficientPhysTrain set=PURE2025.06 | 6.33 | 12.56 | 0.57 | 7.28 | -4.01 | |
| PhysFormerTrain set=UBFC2025.06 | 6.62 | 11.39 | 0.5 | 7.52 | -3.96 | |
| RhythmFormerTrain set=UBFC2025.06 | 6.92 | 13.56 | 0.56 | 8.08 | -2.73 | |
| PhysFormerTrain set=PURE2025.06 | 6.99 | 13.97 | 0.57 | 8.51 | -5.17 | |
| PhysNetTraining Protocol=Intra-dataset2026.05 | 7.44 | 17.52 | 0.62 | — | — | |
| PhysFormerTraining Protocol=Intra-dataset2026.05 | 7.81 | 11.92 | 0.61 | — | — | |
| DeepPhysTrain set=UBFC2025.06 | 8.21 | 14.99 | 0.46 | 9.52 | -4.84 | |
| EfficientPhysTraining Protocol=Intra-dataset2026.05 | 8.24 | 12.55 | 0.52 | — | — | |
| TS-CANTraining Protocol=Intra-dataset2026.05 | 9.42 | 11.95 | 0.47 | — | — | |
| DeepPhysTraining Protocol=Intra-dataset2026.05 | 10.2 | 13.25 | 0.45 | — | — |