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Benchmarks
AD Conversion Prediction on ADNI 3-years window
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78.7
AUROC
SiamMAE
70.9
72.925
74.95
76.975
Dec 29, 2025
AUROC
PR AUC
BACC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
PR AUC
BACC
SiamMAE
Protocol=Linear evalua...
2025.12
78.7
36.2
72.6
STAMP
Protocol=Linear evalua...
2025.12
77.3
41.6
69.1
CropMAE
Protocol=Linear evalua...
2025.12
76.4
39.4
68.3
RSP
Protocol=Linear evalua...
2025.12
73.8
33.9
67.1
yAware
Protocol=Linear evalua...
2025.12
71.6
30.6
62.9
Random init
Protocol=Linear evalua...
2025.12
71.3
31.7
65.2
ImageNet
Protocol=Linear evalua...
2025.12
71.2
30.1
67
MAE
Protocol=Linear evalua...
2025.12
71.2
28.5
67.4
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