UK Biobank
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Cardiac shape registration | UK Biobank | DSC (%)93.77 | 27 | |
| Through-plane super-resolution | UK Biobank Flair | MAE40.16 | 21 | |
| Disease Classification | UK Biobank Hypertension (test) | AUC-ROC71.7 | 19 | |
| Regression | UK Biobank (test) | MAE1.51 | 18 | |
| Multi-label classification | UK Biobank (test) | AUC0.8491 | 18 | |
| Incident Alzheimer's Disease prediction | UK Biobank | AUROC67.8 | 17 | |
| Depression Classification | UK Biobank (test) | AUC0.624 | 16 | |
| Diabetes Classification | UK Biobank (test) | AUC0.794 | 16 | |
| COPD Classification | UK Biobank (test) | AUC73.3 | 16 | |
| Asthma Classification | UK Biobank (test) | AUC0.59 | 16 | |
| Stroke Classification | UK Biobank (test) | AUC65.2 | 16 | |
| PVD Classification | UK Biobank (test) | AUC0.741 | 16 | |
| Cardiac disease Classification | UK Biobank (test) | AUC75.2 | 16 | |
| High cholesterol Classification | UK Biobank (test) | AUC67.5 | 16 | |
| Group-disease prediction | UK Biobank (test) | Infectious & Parasitic AUROC0.694 | 14 | |
| Group-disease prediction | UK Biobank Drop 3 Organs (test) | AUROC67.5 | 14 | |
| Group-disease prediction | UK Biobank Drop 2 Organs (test) | AUROC0.687 | 14 | |
| Group-disease prediction | UK Biobank Drop 1 Organ (test) | AUROC69.6 | 14 | |
| Group-disease prediction | UK Biobank Full Organs (7) (test) | AUROC0.704 | 14 | |
| Group-disease prediction | UK Biobank Standard (test) | AUROC0.681 | 14 | |
| Multi-label CAD classification | UK Biobank (test) | AUC0.761 | 13 | |
| Cardiac Phenotype Regression | UK Biobank ECG (test) | LVEDV Error-4.86 | 12 | |
| COPD classification | UK Biobank | AUROC89.77 | 11 | |
| Cardiac Phenotype Prediction | UK BioBank | LVM (g)17.103 | 11 | |
| Survival Analysis | UK Biobank Diabetes | C-index80.2 | 10 |
Showing 25 of 116 rows