Remote Physiological Measurement on PhysDrive
12.67STDRPM-Distill
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RPM-DistillModality=Cross-modal KD2026.06 | 12.67 | 14.15 | 20.24 | 0.22 | |
| PhysNetModality=Video2026.06 | 12.73 | 18.45 | 25.45 | 0.15 | |
| C2KDModality=Cross-modal KD2026.06 | 13.21 | 18.25 | 25.37 | 0.12 | |
| Vilesov et al.Modality=RF2026.06 | 13.6 | 15.21 | 20.42 | 0.21 | |
| MST-DistillModality=Cross-modal KD2026.06 | 14.69 | 16.55 | 23.47 | 0.17 | |
| FactorizePhysModality=Video2026.06 | 14.74 | 15.67 | 20.55 | 0.19 | |
| EvidentialFusionModality=Fusion2026.06 | 15.21 | 16.12 | 22.42 | 0.19 | |
| SATMModality=Fusion2026.06 | 15.22 | 13.79 | 21.99 | 0.23 | |
| DMLModality=Cross-modal KD2026.06 | 15.25 | 17.96 | 23.58 | 0.13 | |
| FitNetsModality=Cross-modal KD2026.06 | 15.26 | 20.2 | 28.31 | 0.09 | |
| mmFormerModality=RF2026.06 | 15.38 | 15.38 | 27.03 | 0.15 | |
| FusionPhysModality=Fusion2026.06 | 15.91 | 15.35 | 22.48 | 0.23 | |
| BeatFormerModality=Video2026.06 | 16.1 | 17.16 | 21.8 | 0.17 | |
| IQ-MVEDModality=RF2026.06 | 16.61 | 18.61 | 20.45 | 0.12 | |
| PhysFormerModality=Video2026.06 | 17.1 | 18.87 | 21.36 | 0.16 | |
| CHROMModality=Video2026.06 | 17.17 | 16.72 | 23.97 | 0.19 | |
| POSModality=Video2026.06 | 17.33 | 17.38 | 24.38 | 0.2 | |
| FFT-basedModality=RF2026.06 | 18.21 | 20.6 | 24.29 | 0.1 | |
| VitaNetModality=RF2026.06 | 18.31 | 16.31 | 21.07 | 0.16 | |
| Vilesov et al.Modality=Fusion2026.06 | 19.34 | 17.89 | 22.93 | 0.21 |