Alzheimer's Disease Diagnosis on ADNI (five-fold cross-validation) benchmark leaderboard · SOTA2 Research

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

71.92AccuracyAT-Attn

Evaluation Results

Method	Links
AT-Attn2026.07		71.92	72.11	87.33	78.25	36.87	89.49
XGB2026.07		71.87	72.37	86.96	76.86	34.95	89.21
XAttn2026.07		71.39	71.87	87.37	78.07	37.28	90.33
LGBM2026.07		71.3	71.73	86.93	76.79	35.78	88.46
RF2026.07		69.52	70.41	86.8	76.67	36.5	89.76
SVM2026.07		68.75	69.35	86.06	75.79	28.42	91.32
LR2026.07		68.61	68.82	85.34	74.16	32.12	88.76
Concat fusion2026.07		68.07	68.54	84.22	72.81	25.5	91.77
MLP-tabular2026.07		67.86	68.59	85.12	73.85	28.14	90.47
Missing-aware gated fusion2026.07		67.78	68.13	84.09	72.17	28.82	88.5
Concat fusion2026.07		66.79	67.43	83.46	70.93	26.5	90.01
FT-Transformer2026.07		65.37	65.97	82.31	69.46	24.33	88.61
Scale-only2026.07		65.33	65.79	84.01	71.41	31.16	88.78
Late fusion2026.07		64.94	65.44	83.57	70.47	29.36	89.54
Image-only2026.07		44.78	44.45	62.65	45.53	4.89	95.1