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Papers Benchmarks Datasets Tasks

P19 dataset and benchmarks · SOTA2 Research

Research Datasets

P19

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Irregular Medical Time Series Classification

P19

0.933AUROC

18

Multivariate time series classification

P19

91.2AUROC

15

Time-series Classification

P19

97.6Accuracy

14

Sepsis onset prediction

P19

0.04Expected Calibration Error (ECE)

7

Multivariate clinical time-series classification

P19 (test)

0.885AUROC

3

Popular tasks

Time-series classification Multivariate Time Series Classification Multivariate clinical time-series classification Irregular Medical Time Series Classification Sepsis onset prediction

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