Pulse Wave Reconstruction on EMPD (Record Split)
0.83Mean Absolute Error (MAE)Fusion-E2Pulse
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Fusion-E2PulseStructural Prior=POS2026.06 | 0.83 | 2.88 | 1.1 | 0.966 | 16.59 | 18.05 | 14.32 | 12.79 | 0.915 | |
| Fusion-E2PulseStructural Prior=CHROM2026.06 | 0.94 | 3.65 | 1.22 | 0.945 | 16.64 | 19.46 | 14.97 | 12.93 | 0.909 | |
| EventInput=Wrist-pulse event streams, Mode=Single-modal2026.06 | 1 | 3.84 | 1.27 | 0.94 | 16.71 | 20.08 | 15.43 | 12.64 | 0.904 | |
| Fusion-E2PulseStructural Prior=ICA2026.06 | 1 | 3.8 | 1.25 | 0.941 | 17.48 | 20.77 | 17.19 | 12.79 | 0.907 | |
| CHROMInput=Facial RGB video, Mode=rPPG single-modal2026.06 | 4.5 | 8.43 | 6 | 0.692 | 21.88 | 55.26 | 56.41 | 6.93 | 0.558 | |
| POSInput=Facial RGB video, Mode=rPPG single-modal2026.06 | 5.11 | 9.51 | 6.96 | 0.612 | 20.51 | 58.47 | 59.51 | 6.86 | 0.55 | |
| ICAInput=Facial RGB video, Mode=rPPG single-modal2026.06 | 5.76 | 10.59 | 7.42 | 0.517 | 21.61 | 63.38 | 65.22 | 6.77 | 0.538 |