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PPG-DaLiA dataset and benchmarks · SOTA2 Research

Research Datasets

PPG-DaLiA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

PPG-DaLiA (test)

71.4F1 Score

10

Heart Rate Estimation

PPG-DaLiA 1.0 (Session-wise)

4.85Session 1 Error (BPM)

9

PPG Signal Classification

PPG-Dalia

84.14Mean AUC

8

time-series forecasting

PPG-DaLiA (test)

6.4MSE

8

PPG-DaLiA (test)

9.56MSE

7

Heart Rate Regression

PPG-DaLiA

4.2MAE

4

Popular tasks

Classification Time Series Forecasting Regression Heart Rate estimation Heart Rate Regression

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