ADNI
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ADNI3 (test)
0.023L1 Loss
10
ADNI AV45 and AV1451 Sex
-0.022Correlation (P_ρr)
10
ADNI 8
25.172Whole-Image PSNR
9
ADNI 129-subject (test)
67.44Accuracy
9
ADNI
96.2AUC
9
ADNI
0.38Disease SAP
9
ADNI 80% missing rate cohort (test)
77.5Accuracy
9
ADNI 60% missing rate cohort (test)
87.8Accuracy
9
ADNI 40% missing rate cohort (test)
88.9Accuracy
9
ADNI 20% missing rate cohort (test)
89.4Accuracy
9
ADNI Early detection 24 months
80Win Rate
9
ADNI Early detection 12 months
100Win Rate
9
ADNI (5-fold cross-val)
0.54Pearson r
9
ADNI (test)
30.59PSNR
9
ADNI
0.21Region MAE
9
ADNI (test)
30.1PSNR (CN)
8
ADNI (test)
0.897QWK
8
ADNI (1-year follow-up)
0.556R2
8
ADNI
4.5MAE
8
ADNI (five-fold cross-validation)
0.587AUC
8
ADNI (five-fold cross-validation)
0.699AUC
8
ADNI CN vs MCI (test)
71.17Accuracy
8
ADNI Image-Gene (test)
95.58Accuracy
8
ADNI 3-years window
78.7AUROC
8
ADNI (1-year window)
0.812AUROC
8