Heart Rate Estimation on COHFACE
0.3MAELQ-rPPG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LQ-rPPG2026.05 | 0.3 | 0.59 | 0.99 | |
| RhythmFormer2026.05 | 0.66 | 1.71 | 0.99 | |
| PhysFormer2026.05 | 0.84 | 2.67 | 0.99 | |
| Style-rPPGSource=Excerpted from original paper2026.05 | 1.12 | 2.91 | 0.98 | |
| RhythmMamba2026.05 | 1.16 | 2.59 | 0.98 | |
| CodePhysSource=Excerpted from original paper2026.05 | 1.19 | 2.75 | 0.97 | |
| Gideon et al.2026.05 | 1.5 | 4.6 | 0.9 | |
| ELITE-RRModality=Multimodal, Video Clip Length=12 seconds2026.06 | 1.5 | 1.52 | 0.83 | |
| HR-DModality=Lagrangian, Video Clip Length=12 seconds2026.06 | 1.57 | 1.58 | 0.8 | |
| HR-SIModality=Eulerian, Video Clip Length=12 seconds2026.06 | 1.75 | 2.01 | 0.76 | |
| HR-WDModality=Lagrangian, Video Clip Length=12 seconds2026.06 | 2.11 | 2.23 | 0.68 | |
| HR-GreenModality=Eulerian, Video Clip Length=12 seconds2026.06 | 2.45 | 2.5 | 0.72 | |
| HR-ChromModality=Eulerian, Video Clip Length=12 seconds2026.06 | 2.55 | 2.77 | 0.69 | |
| HR-RedModality=Eulerian, Video Clip Length=12 seconds2026.06 | 2.63 | 2.88 | 0.67 | |
| HR-BlueModality=Eulerian, Video Clip Length=12 seconds2026.06 | 2.64 | 2.9 | 0.65 | |
| KDPhysstatus=distilled student model2026.01 | 2.93 | 4.82 | 0.83 | |
| Teacherstatus=teacher network2026.01 | 2.95 | 5.33 | 0.79 | |
| EfficientPhys2026.01 | 3.34 | 4.92 | 0.65 | |
| PhysNet2026.01 | 3.47 | 5.48 | 0.78 | |
| Studentstatus=original student model2026.01 | 3.55 | 5.74 | 0.74 | |
| DeepPhys2026.01 | 3.91 | 5.59 | 0.62 | |
| TS-CAN2026.05 | 4.05 | 11.05 | 0.81 | |
| TSCAN2026.01 | 4.36 | 6.95 | 0.79 | |
| ETA-rPPGNet2026.01 | 4.67 | 6.65 | 0.77 | |
| PhysNet2026.05 | 5.38 | 10.8 | — | |
| EfficientPhys2026.05 | 6.31 | 16.63 | 0.61 | |
| CHROM2026.01 | 7.8 | 12.45 | 0.26 | |
| CHROM2026.05 | 7.8 | 12.45 | 0.26 | |
| HR-CNN2026.05 | 8.1 | 10.8 | 0.29 | |
| DeepPhys2026.05 | 8.25 | 14.71 | 0.28 | |
| ICA2026.05 | 8.89 | 14.55 | 0.42 | |
| Green2026.05 | 10.94 | 16.72 | — | |
| POS2026.01 | 13.43 | 17.05 | 0.07 |