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Papers Benchmarks Datasets Tasks

BIDMC PPG and Respiration dataset and benchmarks · SOTA2 Research

Research Datasets

BIDMC PPG and Respiration

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Heart Rate (HR) Forecasting

BIDMC PPG and Respiration (53 LOPO folds)

0.116MAE

48

Respiratory Rate (RR) Forecasting

BIDMC PPG and Respiration (53 LOPO folds)

0.311MAE

24

Oxygen Saturation (SpO2) Forecasting

BIDMC PPG and Respiration (53 LOPO folds)

0.125MAE

24

Popular tasks

Heart Rate (HR) Forecasting Oxygen Saturation (SpO2) Forecasting Respiratory Rate (RR) Forecasting

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