UKB
Benchmarks
TaskDatasetSOTA resultTrendResults
UKB-Union
60Top-1 Accuracy
5
UKB
68.19Top-1 Accuracy
5
UKB prevalence ≥ 5%
0.2Mean Delta AUC
4
UKB prevalence 2–5%
0.2Mean Delta AUC
4
UKB prevalence < 2%
1.2Mean Delta AUC (x100)
4
UKB
82.95Accuracy
3
UKB
81.58Accuracy
3
UKB real brain 182×218×182, N=500
5.3Runtime (s)
3
UKB Sex
87.52Balanced Accuracy
3
UKB Age
31.15Balanced Accuracy
3