UK Biobank
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
UK Biobank Acute lower respiratory infection (J20–J22)
0.649C-index
3
UK Biobank Sepsis (A41)
0.679C-index
3
UK Biobank Urolithiasis renal colic (N20–N23)
0.722C-index
3
UK Biobank Volume depletion (E86)
0.799C-index
3
UK Biobank Other metabolic disorders (E88)
0.751C-index
3
UK Biobank T2D n=458,724 (test)
0.628AUC
3
UK Biobank T1D n=458,724 (test)
67.1AUC
3
UK Biobank BC n=248,987 (test)
0.661AUC
3
UK Biobank High Blood Pressure (test)
69.7AUC-ROC
3
UK Biobank
31.15Balanced Accuracy
3
UK Biobank Female (test)
94OR
3
UK Biobank Male (test)
92Overlap Ratio (%)
3
UK Biobank (UKB)
0.004Mean ATE Absolute Error
2
UK Biobank Alzheimer's Disease cohort
0.191Tortuosity Delta (4x)
1
UK Biobank Ischemic Stroke cohort
0.337Delta on Tortuosity (4x)
1
UK Biobank (val)
86.77Balanced Accuracy
1