ADNI
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ADNI AD vs NC vs EMCI vs LMCI
18.31Error Rate
4
ADNI AD vs NC vs MCI
0.163Error Rate
4
ADNI Longitudinal sMCI pMCI
77.1BACC
4
ADNI
50Precision
4
ADNI
0.722MSE
3
ADNI FLAIR (Overall)
94.4Dice Score
3
ADNI FLAIR 6.5-10.5 mm³ volumetric cluster
0.909Dice Score
3
ADNI FLAIR 5.5-6.5 mm³ volumetric cluster
92.8Dice Score
3
ADNI FLAIR 4.5-5.5 mm³ volumetric cluster
93.8Dice Score
3
ADNI FLAIR (1.5-2.5 mm³ volumetric cluster)
96.6Dice Score
3
ADNI
14.9CV (GM)
3
AD-LMCI Right Hemisphere (ADNI) (test)
80Overlap Rate
3
ADNI AD-LMCI Left Hemisphere (test)
73Overlap Rate
3
ADNI Tau (test)
82.5Acc1
2
ADNI Tau (train)
84Acc1 Accuracy
2
ADNI Amyloid-β (test)
88.2Acc1
2
ADNI Amyloid-β (train)
90.8Accuracy 1
2
ADNI (2-year follow-up)
0.784R2
2
ADNI (test)
2.149RMSE
2
ADNI
0.673AUC
2
ADNI
0.159NRMSE
2
ADNI Right Hemisphere baseline (LMCI)
1.47Mean Absolute Error
2
ADNI Right Hemisphere baseline (AD)
1.4MAE
2
ADNI Left Hemisphere baseline (LMCI)
1.32MAE
2
ADNI Left Hemisphere baseline (AD)
1.33MAE
2