ADNI
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ADNI MCI
79.16Accuracy
19
ADNI Class Balanced (test)
98Precision
18
ADNI Tenfold cross-validation
73.23Accuracy
18
ADNI (test)
82Accuracy
17
ADNI (test)
85.4Accuracy
17
ADNI
0.917Accuracy
17
ADNI 23 (test)
0.677Accuracy
17
ADNI AMY+FDG+TAU
91.3Accuracy
16
ADNI CT+FDG+TAU
90Accuracy
16
ADNI (CT+AMY+TAU)
88.9Accuracy
16
ADNI CT+AMY+FDG
91Accuracy
16
ADNI BOLD (test)
84.33Accuracy
16
ADNI CORR (test)
85.56Accuracy
16
ADNI cohort (five-fold cross-validation)
71.92Accuracy
15
ADNI All-68-region (test)
0.78Mean Absolute Error (MAE)
15
ADNI
87.07Accuracy
15
ADNI3 CN vs. EMCI vs. AD
68.65Accuracy
15
ADNI (test)
0.943SSIM
13
ADNI (90-10 train-test)
99.7Accuracy
13
ADNI (90-10 train-test)
98.3Accuracy
13
ADNI CN vs AD (50-50 train test)
90.9Accuracy
13
ADNI CN vs MCI 50-50 (train test)
90.4Accuracy
13
ADNI CN vs AD (70-30 split)
95.2Accuracy
13
ADNI CN vs MCI (70-30 split)
93.9Accuracy
13
ADNI Longitudinal (test)
93.93STCS (CSF)
13