MGB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| First-occurrence disease prediction | MGB Prospective 2024 | Mean AUC74.7 | 18 | |
| Automatic Speech Recognition | MGB-3 (test) | WER28.42 | 6 | |
| New disease onset prediction (Stroke) | MGB-7M (test) | AUC80.6 | 3 | |
| New disease onset prediction (Peripheral Artery Disease) | MGB-7M (test) | AUC77.9 | 3 | |
| New disease onset prediction (Intracranial Hemorrhage) | MGB 7M (test) | AUC81.3 | 3 | |
| New disease onset prediction (Hypertension) | MGB-7M (test) | AUC77.1 | 3 | |
| New disease onset prediction (Heart Failure) | MGB-7M (test) | AUC88.2 | 3 | |
| New disease onset prediction (Chronic Ischemic Heart Disease) | MGB-7M (test) | AUC74.6 | 3 | |
| New disease onset prediction (Atrial Fibrillation) | MGB-7M (test) | AUC77.1 | 3 | |
| New disease onset prediction (Aortic Stenosis) | MGB-7M (test) | AUC79.2 | 3 | |
| New disease onset prediction (Aortic Aneurysm) | MGB-7M (test) | AUC76.9 | 3 | |
| New disease onset prediction (Acute Myocardial Infarction) | MGB-7M (test) | AUC0.817 | 3 |
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