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AD conversion prediction on ADNI (1-year window)
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0.812
AUROC
STAMP
0.68512
0.71806
0.751
0.78394
Dec 29, 2025
AUROC
PR AUC
BACC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
PR AUC
BACC
STAMP
Protocol=Linear evalua...
2025.12
0.812
0.277
0.736
RSP
Protocol=Linear evalua...
2025.12
0.785
0.215
0.723
SiamMAE
Protocol=Linear evalua...
2025.12
0.775
0.22
0.721
CropMAE
Protocol=Linear evalua...
2025.12
0.769
0.198
0.712
ImageNet
Protocol=Linear evalua...
2025.12
0.736
0.188
0.639
yAware
Protocol=Linear evalua...
2025.12
0.73
0.188
0.625
MAE
Protocol=Linear evalua...
2025.12
0.721
0.152
0.634
Random init
Protocol=Linear evalua...
2025.12
0.69
0.142
0.628
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