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MDD Classification on REST-meta-MDD (10-fold Cross-val)

83.44Accuracy

Dual Cross-Attention Graph Learning Framework (Dose-based)

Updated 5d ago

Evaluation Results

Method	Links
Dual Cross-Attention Graph Learning Framework (Dose-based) 2026.04		83.44	83.58	83.29	84.21	83.89
Yuan et al. 2026.04		81.67	87.8	68.7	-	86.9
Fan et al. 2026.04		79.07	-	-	-	-
Dual Cross-Attention Graph Learning Framework (HO-based) 2026.04		78.34	75.68	81.18	81.1	78.29
HO-based model 2026.04		77.77	74.32	81.45	81.06	77.52
Chen et al. 2026.04		77.76	83.23	-	-	79.92
Dual Cross-Attention Graph Learning Framework (CK-based) 2026.04		77.58	77.53	77.63	78.72	78.1
Dose-based model 2026.04		75.99	81.24	70.4	74.77	77.73
Dual Cross-Attention Graph Learning Framework (AAL-based) 2026.04		75.54	80.25	70.52	74.38	77.2
AAL-based model 2026.04		74.52	79.75	68.95	73.31	76.36
Li et al. 2026.04		73.68	74.13	72.88	69.95	71.98
CK-based model 2026.04		72.8	75.06	70.4	73.05	73.98
Zheng et al. 2026.04		72	64.9	77.5	-	-
AAL-based model 2026.04		65.29	76.67	53.16	64.02	69.41
Dose-based model 2026.04		64.97	70.62	58.95	65.19	66.93
CK-based model 2026.04		64.78	71.85	57.24	64.64	67.72
HO-based model 2026.04		64.39	74.32	53.82	63.29	68.15