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Benchmarks
Alzheimer's Disease Diagnosis on ADNI (10-fold cross-val)
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80.3
AUROC
MREF-AD
74.892
76.296
77.7
79.104
Nov 30, 2025
AUROC
Accuracy
F1-score
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
Accuracy
F1-score
MREF-AD
Fusion Strategy=hierar...
2025.11
80.3
63.2
62.8
MLP
Fusion Strategy=concat...
2025.11
79.3
61.9
60.2
XGBoost
2025.11
78.2
61
60.6
Random Forest
2025.11
78.1
60.5
60.1
Logistic Regression
2025.11
76.5
58.6
59.1
MLP
Fusion Strategy=late f...
2025.11
75.1
58.2
52.4
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