UK Biobank
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
UK Biobank (test)
69.872CAD Performance
5
UK Biobank (test)
0.619LVGCS
5
UK Biobank (test)
0.667LVDV
5
UK Biobank (UKBB) (test)
3Volume Variability
5
UK Biobank 4-chamber long-axis view
92LV Dice
5
UK Biobank
0.14Volume Smoothness
4
UK Biobank (UKB) n=3,425 (val)
91.71AUC
4
UK Biobank Cine MRI
0.92SCC
4
UK Biobank CMR (test)
0.015LVEDV
4
UK Biobank 5-Year Horizon (Evaluation Cohort)
75.1AUROC
3
UK Biobank 3-Year Horizon (Evaluation Cohort)
77.8AUROC
3
UK Biobank (Evaluation Cohort)
0.785C-index
3
UK Biobank Alzheimer's Disease cohort
64.6AUC
3
UK Biobank Ischemic Stroke cohort
53.6AUC
3
UK Biobank Chronic kidney disease (N18–N19)
0.861C-index
3
UK Biobank Pleural effusion (J90)
0.766C-index
3
UK Biobank Ischaemic heart disease (I20–I25)
0.707C-index
3
UK Biobank Hypertensive diseases (I10–I15)
0.716C-index
3
UK Biobank Stroke (I60–I69)
0.789C-index
3
UK Biobank Electrolyte acid-base disorders (E87)
0.765C-index
3
UK Biobank Acute kidney injury (N17)
0.821C-index
3
UK Biobank Cholelithiasis (K80)
0.626C-index
3
UK Biobank Pneumonia (J12–J18)
0.75C-index
3
UK Biobank Fatty liver other liver disease (K76)
0.685C-index
3
UK Biobank Glomerular diseases (N00–N08)
0.96C-index
3