ADNI
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ADNI month 48 longitudinal
95.05Accuracy
5
ADNI 3 (test)
37Dice Score
5
ADNI (test)
0.36Dice Score
5
ADNI (val)
85.3Bacc
5
ADNI4 out-of-sample 2022-2025 (test)
25.93mF1
4
ADNI3 out-of-sample 2016-2022 (test)
27.1mF1
4
ADNI ADAS score (test)
0.681Average MSE
4
ADNI ADAS score (Unlabeled)
0.663MSE
4
ADNI Tet-mesh (MCI vs CN)
78.2Accuracy
4
ADNI Tet-mesh (AD vs CN)
90.7Accuracy
4
ADNI (test)
66Balanced Accuracy
4
ADNI longitudinal cohort (test)
2.3MAE (Male)
4
ADNI cohort
-0.098Correlation Coefficient (r)
4
ADNI cohort
-0.54Correlation Coefficient (r)
4
ADNI cohort
-0.161Pearson's r
4
ADNI
-0.254Pearson's r
4
ADNI cohort
-0.258Correlation Coefficient (r)
4
ADNI cohort
-0.226Pearson's r
4
ADNI 258 subjects (test)
82.6Region Accuracy
4
ADNI genetic dataset
27Number of Detected SNPs
4
ADNI Mixture Dataset (test)
99.01Accuracy
4
ADNI SNPs-only (test)
81.08Accuracy
4
ADNI FLAIR MRI 3 (298/33)
0.015L1 Loss
4
ADNI T1w MRI 3
0.019L1 Loss
4
ADNI T1w MRI
0.012L1 Loss
4