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Papers Benchmarks Datasets Tasks

Partner dataset and benchmarks · SOTA2 Research

Research Datasets

Partner

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

In-hospital mortality prediction

Partner 6

14AUPRC

5

Acute Kidney Injury (AKI) prediction

Partner 6

55AUPRC

5

Mechanical Ventilation (MV) prediction

Partner 6

19AUPRC

5

ICU admission prediction

Partner 6

25AUPRC

5

In-hospital mortality prediction

Partner 4

3AUPRC

5

Mechanical Ventilation (MV) prediction

Partner 4

38AUPRC

5

ICU admission prediction

Partner 4

43AUPRC

5

In-hospital mortality prediction

Partner 3

20AUPRC

5

Mechanical Ventilation (MV) prediction

Partner 3

56AUPRC

5

ICU admission prediction

Partner 3

71AUPRC

5

In-hospital mortality prediction

Partner 6

88AUROC

5

Acute Kidney Injury (AKI) prediction

Partner 6

0.8AUROC

5

Mechanical Ventilation (MV) prediction

Partner 6

81AUROC

5

ICU admission prediction

Partner 6

79AUROC

5

Acute Kidney Injury (AKI) prediction

Partner 4

0.95AUROC

5

Mechanical Ventilation (MV) prediction

Partner 4

0.96AUROC

5

ICU admission prediction

Partner 4

0.94AUROC

5

In-hospital mortality prediction

Partner 3

89AUROC

5

Acute Kidney Injury (AKI) prediction

Partner 3

82AUROC

5

Mechanical Ventilation (MV) prediction

Partner 3

0.9AUROC

5

ICU admission prediction

Partner 3

0.87AUROC

5

Popular tasks

ICU Admission prediction Mechanical Ventilation (MV) prediction In-hospital mortality prediction Acute Kidney Injury (AKI) prediction

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