Remote physiological measurement on EquiPleth
4.14STDRPM-Distill
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RPM-DistillModality=Cross-modal KD2026.06 | 4.14 | 1.57 | 4.64 | 0.94 | |
| FusionPhysModality=Fusion2026.06 | 5.24 | 4.88 | 6.48 | 0.89 | |
| DMLModality=Cross-modal KD2026.06 | 5.44 | 2.57 | 7.98 | 0.87 | |
| MST-DistillModality=Cross-modal KD2026.06 | 5.58 | 2.99 | 7.31 | 0.87 | |
| SATMModality=Fusion2026.06 | 5.75 | 3.92 | 6.62 | 0.88 | |
| Vilesov et al.Modality=Fusion2026.06 | 6.45 | 5.82 | 9.59 | 0.85 | |
| FitNetsModality=Cross-modal KD2026.06 | 6.6 | 3.09 | 7.23 | 0.85 | |
| C2KDModality=Cross-modal KD2026.06 | 6.92 | 2.45 | 6.88 | 0.9 | |
| EvidentialFusionModality=Fusion2026.06 | 7.06 | 7.35 | 6.04 | 0.85 | |
| Vilesov et al.Modality=RF2026.06 | 7.79 | 8.46 | 9.44 | 0.78 | |
| VitaNetModality=RF2026.06 | 8.36 | 11.88 | 14.52 | 0.45 | |
| IQ-MVEDModality=RF2026.06 | 8.6 | 13.06 | 15.64 | 0.34 | |
| FFT-basedModality=RF2026.06 | 8.77 | 12.82 | 15.53 | 0.32 | |
| CHROMModality=Video2026.06 | 10.77 | 7.31 | 17.42 | 0.54 | |
| PhysNetModality=Video2026.06 | 11.1 | 7.93 | 13.64 | 0.55 | |
| POSModality=Video2026.06 | 11.51 | 4.64 | 15.07 | 0.68 | |
| FactorizePhysModality=Video2026.06 | 11.83 | 8.21 | 14.4 | 0.78 | |
| mmFormerModality=RF2026.06 | 12.41 | 13.66 | 13.85 | 0.55 | |
| PhysFormerModality=Video2026.06 | 12.56 | 9.47 | 13.2 | 0.34 | |
| BeatFormerModality=Video2026.06 | 13.82 | 9.08 | 13.98 | 0.62 |