Photoplethysmography Ppg Heart Rate 2
평가 지표
MAE
MAPE (%)
Pearson Correlation
RMSE
평가 결과
이 벤치마크에서 각 모델의 성능 결과
모델 이름 | MAE | MAPE (%) | Pearson Correlation | RMSE | Paper Title | Repository |
|---|---|---|---|---|---|---|
| ICA | 7.96 | 9.20% | 0.51 | 14.02 | Advancements in Noncontact, Multiparameter Physiological Measurements Using a Webcam | - |
| Beam AI SDK | 1.72 | 2.24% | 0.95 | 4.03 | Real-Time Monitoring of User Stress, Heart Rate and Heart Rate Variability on Mobile Devices | - |
| EfficientPhys-T1 | 3.04 | 3.91% | 0.92 | 5.91 | EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement | - |
| EfficientPhys-C | 3.48 | 4.02% | 0.86 | 7.21 | EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement | - |
| TS-CAN | 3.04 | 3.41% | 0.89 | - | Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement | |
| CHROM | 3.61 | 4.50% | 0.85 | 7.43 | Robust Pulse Rate From Chrominance-Based rPPG | - |
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