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Papers Benchmarks Datasets Tasks

MGB dataset and benchmarks · SOTA2 Research

Research Datasets

MGB

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

First-occurrence disease prediction

MGB Prospective 2024

74.7Mean AUC

18

Automatic Speech Recognition

MGB-3 (test)

28.42WER

6

New disease onset prediction (Stroke)

MGB-7M (test)

80.6AUC

3

New disease onset prediction (Peripheral Artery Disease)

MGB-7M (test)

77.9AUC

3

New disease onset prediction (Intracranial Hemorrhage)

MGB 7M (test)

81.3AUC

3

New disease onset prediction (Hypertension)

MGB-7M (test)

77.1AUC

3

New disease onset prediction (Heart Failure)

MGB-7M (test)

88.2AUC

3

New disease onset prediction (Chronic Ischemic Heart Disease)

MGB-7M (test)

74.6AUC

3

New disease onset prediction (Atrial Fibrillation)

MGB-7M (test)

77.1AUC

3

New disease onset prediction (Aortic Stenosis)

MGB-7M (test)

79.2AUC

3

New disease onset prediction (Aortic Aneurysm)

MGB-7M (test)

76.9AUC

3

New disease onset prediction (Acute Myocardial Infarction)

MGB-7M (test)

0.817AUC

3

Popular tasks

Automatic Speech Recognition New disease onset prediction (Acute Myocardial Infarction)New disease onset prediction (Aortic Aneurysm)New disease onset prediction (Aortic Stenosis)New disease onset prediction (Atrial Fibrillation)

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