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Papers Benchmarks Datasets Tasks

P12 dataset and benchmarks · SOTA2 Research

Research Datasets

P12

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Irregular Medical Time Series Classification

P12

88.1AUROC

18

Multivariate time series classification

P12

87.5AUROC

15

Time-series Classification

P12

86.2Accuracy

14

Multivariate imputation

P12 L=48 (test)

0.822MSE

12

in-hospital mortality prediction

P12 (test)

87.8AUROC

12

Length of Stay in ICU prediction

P12 (test)

97.41Mean AUPRC

9

In-hospital mortality prediction

P12

4ECE

7

Multivariate clinical time-series classification

P12 (test)

81.89AUROC

3

Clinical Reasoning Quality Evaluation

P12 (200 randomly sampled cases)

3.429Interpretive Summary Score (I)

2

Popular tasks

In-hospital mortality prediction Time-series classification Multivariate Time Series Classification Length of Stay in ICU prediction Multivariate clinical time-series classification

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