Classification (HC vs. MCI) on Multimodal FC+SC (five-fold cross-validation) benchmark leaderboard · SOTA2 Research

Classification (HC vs. MCI) on Multimodal FC+SC (five-fold cross-validation)

66.67AccuracyResNet+Transformer

Evaluation Results

Method	Links
ResNet+Transformer2026.05		66.67	65	68.33	65.67
Transformer2026.05		60	60	58.33	56
ViT2026.05		60	60	63.33	59.33
GCN2026.05		53.33	50	26.67	34.67
Ramzan et al.2026.05		50	50	40	43.33
Adarsh et al.2026.05		46.67	45	35	38.33
Tang et al.2026.05		41.67	45	26.67	32.33
Feng et al.2026.05		41.67	45	26.67	32.33
Li et al.2026.05		40	40	20	26.67
Sibilano et al.2026.05		40	40	31.67	34.67
Huang et al.2026.05		40	40	20	26.67
Zuo et al.2026.05		31.67	30	28.33	29