OpenCodePapers
photoplethysmography-ppg-heart-rate-1
Medical waveform analysis
Electrocardiography (ECG)
ECG Classification
Photoplethysmography (PPG)
Photoplethysmography (PPG) heart rate estimation
Dataset Link
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Code
MAE
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MAPE (%)
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RMSE
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Pearson Correlation
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ModelName
ReleaseDate
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DRNet: Decomposition and Reconstruction Network for Remote Physiological Measurement
✓ Link
0.42
0.64
0.998
DRNet
2022-06-12
Real-Time Monitoring of User Stress, Heart Rate and Heart Rate Variability on Mobile Devices
0.65
0.77%
1.98
0.99
Beam AI SDK
2022-10-04
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement
1.14
1.16%
1.81
0.99
EfficientPhys-C
2021-10-09
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement
2.08
2.53%
4.91
0.96
EfficientPhys-T1
2021-10-09
RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios
✓ Link
2.56
2.84%
6.60
0.86
RF-BayesPhysNet
2025-04-04
Robust Pulse Rate From Chrominance-Based rPPG
3.10
3.83%
6.84
0.93
CHROM
2013-06-04
Advancements in Noncontact, Multiparameter Physiological Measurements Using a Webcam
4.39
4.30%
11.60
0.82
ICA
2010-10-14
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
✓ Link
2.72
TS-CAN
2020-06-06