Pulse Wave Reconstruction on EMPD (Time Split)
0.78MAEFusion-E2Pulse
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Fusion-E2PulseStructural Prior=POS2026.06 | 0.78 | 2.51 | 1.05 | 0.98 | 16.74 | 21.85 | 17.93 | 11.89 | 0.891 | |
| Fusion-E2PulseStructural Prior=CHROM2026.06 | 0.82 | 2.51 | 1.14 | 0.98 | 16.07 | 19.24 | 15.98 | 11.93 | 0.894 | |
| EventInput=Wrist-pulse event streams, Mode=Single-modal2026.06 | 0.87 | 2.68 | 1.18 | 0.977 | 22.5 | 29.22 | 17.93 | 11.46 | 0.883 | |
| Fusion-E2PulseStructural Prior=ICA2026.06 | 0.89 | 2.65 | 1.26 | 0.978 | 18.52 | 21.85 | 18.82 | 11.81 | 0.895 | |
| CHROMInput=Facial RGB video, Mode=rPPG single-modal2026.06 | 5.1 | 9.5 | 6.16 | 0.713 | 28.49 | 60.04 | 64.5 | 6.41 | 0.543 | |
| POSInput=Facial RGB video, Mode=rPPG single-modal2026.06 | 5.74 | 10.27 | 6.98 | 0.656 | 26.26 | 58.84 | 65.64 | 6.4 | 0.498 | |
| ICAInput=Facial RGB video, Mode=rPPG single-modal2026.06 | 6.63 | 11.36 | 8.31 | 0.543 | 22.67 | 69.47 | 73.41 | 6.15 | 0.498 |