ADNI
Benchmarks
TaskDatasetSOTA resultTrendResults
ADNI
79.64Macro F1
200
ADNI (test)
10.2Likelihood Ratio
96
ADNI (test)
90.6Accuracy
92
ADNI
72.1Accuracy
72
ADNI
96AUC
60
ADNI (test)
96.19Accuracy
57
ADNI
92.11Accuracy
53
ADNI
96.8Accuracy
52
ADNI CN vs. AD (90% test)
79.1Accuracy
40
ADNI (five-fold cross-validation)
90.48AUC
39
ADNI (Five-fold cross-validation)
93.2Accuracy
38
ADNI
100Accuracy
38
ADNI
3.743MAE
34
ADNI
1.8MAE
34
ADNI3 cohort
98.39Kruskal-Wallis H Statistic
28
ADNI CN vs AD (test)
81.17Accuracy
28
ADNI (test)
83.6Bacc
28
ADNI clinical tabular dataset
0.167Average MSE
27
ADNI
86.84Accuracy
26
ADNI (test)
99Dice Coefficient (CSF)
26
ADNI CN vs AD
78.5Accuracy
25
ADNI 137 (test)
0.714Accuracy
23
ADNI
73.12Accuracy
22
ADNI
72.84Accuracy
22
ADNI CN vs. MCI (10% train, 90% test)
81.5Accuracy
20