ADNI
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ADNI MCI (external)
69.12Accuracy
8
ADNI n=323 (test)
0.906SSIM
8
ADNI NO vs. MCI
71Accuracy
8
ADNI pMCI
79.22Balanced Accuracy
8
ADNI
1.6Average Rank
8
ADNI ICA variants average
88.48Average AUC
7
ADNI 20%-ICA
88AUC
7
ADNI 15%-ICA
88AUC
7
ADNI 10%-ICA
89.7AUC
7
ADNI 5%-ICA
88.3AUC
7
ADNI 0%-ICA
88.4AUC
7
ADNI 20%-PCA based variant (train test)
88.3AUC
7
ADNI 15%-PCA-based variant (train test)
87.5AUC
7
ADNI 10% PCA-based variant (train test)
88.1AUC
7
ADNI 5%-PCA variant (train test)
87.4AUC
7
ADNI 0%-PCA-based variant (train test)
87AUC
7
ADNI 1/3/GO
56Accuracy
7
ADNI AD-50 (test)
85AP
7
ADNI AD-50 (test)
1.72AHMSE ($10^{-3}$)
7
ADNI AD-30 (test)
56AP
7
ADNI AD-30 (test)
1.57ahMSE (10^-3)
7
ADNI CN (test)
1.14hhMSE (10^-3)
7
ADNI
8.6MAE
7
ADNI MetaROI regions (test)
9.07Mean Absolute Error (ROI)
7
ADNI (test)
3.45MAE
7