UK Biobank
Benchmarks
TaskDatasetSOTA resultTrendResults
UK Biobank
93.77DSC (%)
27
UK Biobank Flair
40.16MAE
21
UK Biobank Hypertension (test)
71.7AUC-ROC
19
UK Biobank (test)
1.51MAE
18
UK Biobank (test)
0.849AUC
18
UK Biobank
67.8AUROC
17
UK Biobank (test)
0.624AUC
16
UK Biobank (test)
0.794AUC
16
UK Biobank (test)
73.3AUC
16
UK Biobank (test)
0.59AUC
16
UK Biobank (test)
65.2AUC
16
UK Biobank (test)
0.741AUC
16
UK Biobank (test)
75.2AUC
16
UK Biobank (test)
67.5AUC
16
UK Biobank (test)
0.694Infectious & Parasitic AUROC
14
UK Biobank Drop 3 Organs (test)
67.5AUROC
14
UK Biobank Drop 2 Organs (test)
0.687AUROC
14
UK Biobank Drop 1 Organ (test)
69.6AUROC
14
UK Biobank Full Organs (7) (test)
0.704AUROC
14
UK Biobank Standard (test)
0.681AUROC
14
UK Biobank (test)
0.761AUC
13
UK Biobank ECG (test)
-4.86LVEDV Error
12
UK Biobank
89.77AUROC
11
UK BioBank
17.103LVM (g)
11
UK Biobank Diabetes
80.2C-index
10