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Models/RF-BayesPhysNet

RF-BayesPhysNet

Reported on 15 benchmarks across 5 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical9 results

ECG ClassificationonUBFC-rPPG
MAE· 2025-04-04
2.56
best: 0.42 (DRNet)
RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios arXiv:2504.03915
ECG ClassificationonUBFC-rPPG
Pearson Correlation· 2025-04-04
0.86
best: 0.998 (DRNet)
RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios arXiv:2504.03915
ECG ClassificationonUBFC-rPPG
RMSE· 2025-04-04
6.6
best: 0.64 (DRNet)
RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios arXiv:2504.03915
Photoplethysmography (PPG)onUBFC-rPPG
MAE· 2025-04-04
2.56
best: 0.42 (DRNet)
RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios arXiv:2504.03915
Photoplethysmography (PPG)onUBFC-rPPG
Pearson Correlation· 2025-04-04
0.86
best: 0.998 (DRNet)
RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios arXiv:2504.03915
Photoplethysmography (PPG)onUBFC-rPPG
RMSE· 2025-04-04
6.6
best: 0.64 (DRNet)
RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios arXiv:2504.03915
Blood pressure estimationonUBFC-rPPG
MAE· 2025-04-04
2.56
best: 0.42 (DRNet)
RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios arXiv:2504.03915
Blood pressure estimationonUBFC-rPPG
Pearson Correlation· 2025-04-04
0.86
best: 0.998 (DRNet)
RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios arXiv:2504.03915
Blood pressure estimationonUBFC-rPPG
RMSE· 2025-04-04
6.6
best: 0.64 (DRNet)
RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios arXiv:2504.03915

Methodology6 results

Electrocardiography (ECG)onUBFC-rPPG
MAE· 2025-04-04
2.56
best: 0.42 (DRNet)
RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios arXiv:2504.03915
Electrocardiography (ECG)onUBFC-rPPG
Pearson Correlation· 2025-04-04
0.86
best: 0.998 (DRNet)
RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios arXiv:2504.03915
Electrocardiography (ECG)onUBFC-rPPG
RMSE· 2025-04-04
6.6
best: 0.64 (DRNet)
RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios arXiv:2504.03915
Medical waveform analysisonUBFC-rPPG
MAE· 2025-04-04
2.56
best: 0.42 (DRNet)
RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios arXiv:2504.03915
Medical waveform analysisonUBFC-rPPG
Pearson Correlation· 2025-04-04
0.86
best: 0.998 (DRNet)
RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios arXiv:2504.03915
Medical waveform analysisonUBFC-rPPG
RMSE· 2025-04-04
6.6
best: 0.64 (DRNet)
RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios arXiv:2504.03915