ADNI
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ADNI
83.46Accuracy
13
ADNI (test)
79AUROC
12
ADNI (test)
79AUROC
12
ADNI 10-fold cross-validation rs-fMRI (test)
73.41Accuracy
12
ADNI NC vs MCI
73.02Accuracy
12
ADNI NC vs AD
78.96Accuracy
12
ADNI 3-class
0.667Accuracy
12
ADNI
-885CVIC Score
12
ADNI (test)
0.054IBS
12
ADNI TADPOLE challenge (test)
84.8Accuracy
12
ADNI (evaluation)
0.016FID
12
ADNI (test)
82.5Accuracy
11
ADNI
69.7Accuracy
11
ADNI Fluency score (Unlabeled)
0.464Average MSE
11
ADNI
69.7Accuracy
11
ADNI
1.801Median Error (x10^3)
11
ADNI
1,718Median Error (x10^3)
11
ADNI
0.001Median Error
11
ADNI (test)
73.4BACC
11
ADNI All Imaging Features
96.3Accuracy
10
ADNI β-Amyloid & FDG
96.2Accuracy
10
ADNI Cortical Thickness & FDG
96.3Accuracy
10
ADNI Cortical Thickness & β-Amyloid
94.5Accuracy
10
ADNI-AD
85.27Accuracy
10
ADNI fMRI
71.79Balanced Accuracy
10