UKB
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
UKB
68.4F1 Score
55
UKB
0.466MAE
52
UKB dataset (test)
9.23LVEDV MAE
31
UKB
0.805AUROC
21
UKB BOLD (test)
99.59Accuracy
16
UKB CORR (test)
99.22Accuracy
16
UKB
94.6Accuracy
12
UKB
3.91Score (top-4)
12
UKB
1.141AUROC
11
UKB Sex
94.89Accuracy
10
UKB (test)
81.68ROC-AUC
9
UKB
0.339Mean Balanced Accuracy
8
UKB-Age
33.91Balanced Accuracy
8
UKB
1.8Average Rank
8
UKB held-out (test)
0.7MAE
7
UKB held-out (test)
109.21MAE
7
UKB held-out (test)
89.3F1 Score
7
UKB held-out (test)
3.95MAE
7
UKB Tier 1 (test)
36.7PRAUC
7
UKB longitudinal subset (val)
65.14F1 Score (Brain)
6
UKB (External)
72.9AUROC
6
UKB (test)
0.27LPIPS
6
UKB
0.992MSE
6
UKB (test)
0.232DICE
6
UKB
1.46MAE
5