NACC
Benchmarks
TaskDatasetSOTA resultTrendResults
NACC
100AUC
20
NACC n=289 (test)
0.984Accuracy
13
NACC CN versus AD
100AUC
10
NACC
72.8Accuracy
10
NACC 90% Labels (test)
95Accuracy
9
NACC 80% Labels (test)
91.9Accuracy
9
NACC 60% Labels (test)
85Accuracy
9
NACC 40% Labels (test)
76.8Accuracy
9
NACC 20% Labels (test)
68.8Accuracy
9
NACC 5% Labels (test)
63.3Accuracy
9
NACC
86.52C-td
5
NACC MCI vs AD, Group 3 FPR [0.67, 1] (test)
100AUC
5
NACC MCI vs AD, Group 2 FPR [0.33, 0.67] (test)
0.981AUC
5
NACC MCI vs AD, Group 1 FPR [0, 0.33] (test)
95.4AUC
5
NACC MCI vs AD, All FPR [0, 1] (test)
97.1AUC (NI)
5
NACC (in-domain)
78.5Balanced Accuracy
4
NACC (in-domain)
97.2Accuracy (NC)
2
NACC
—Primary metric
0