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Alzheimer's Disease Diagnosis on ADNI (five-fold cross-validation)

71.92Accuracy

AT-Attn

Updated 16d ago

Evaluation Results

Method	Links
AT-Attn 2026.07		71.92	72.11	87.33	78.25	36.87	89.49
XGB 2026.07		71.87	72.37	86.96	76.86	34.95	89.21
XAttn 2026.07		71.39	71.87	87.37	78.07	37.28	90.33
LGBM 2026.07		71.3	71.73	86.93	76.79	35.78	88.46
RF 2026.07		69.52	70.41	86.8	76.67	36.5	89.76
SVM 2026.07		68.75	69.35	86.06	75.79	28.42	91.32
LR 2026.07		68.61	68.82	85.34	74.16	32.12	88.76
Concat fusion 2026.07		68.07	68.54	84.22	72.81	25.5	91.77
MLP-tabular 2026.07		67.86	68.59	85.12	73.85	28.14	90.47
Missing-aware gated fusion 2026.07		67.78	68.13	84.09	72.17	28.82	88.5
Concat fusion 2026.07		66.79	67.43	83.46	70.93	26.5	90.01
FT-Transformer 2026.07		65.37	65.97	82.31	69.46	24.33	88.61
Scale-only 2026.07		65.33	65.79	84.01	71.41	31.16	88.78
Late fusion 2026.07		64.94	65.44	83.57	70.47	29.36	89.54
Image-only 2026.07		44.78	44.45	62.65	45.53	4.89	95.1