ResearchBenchmarksHigh-Order Brain Connectivity Analysis on Brain Connectivity Analysis (5-fold cross-validation)High-Order Brain Connectivity Analysis on Brain Connectivity Analysis (5-fold cross-validation)Follow3.28Parameters (M)HGNN3.18963.79984.415.0202Jun 2, 2026Evaluation resultsMethodMethodLinksParameters (M)FLOPs (G)Runtime (ms)HGNN2026.063.280.431.84dwHGCN2026.063.280.431.72HyperGT2026.063.290.5297.06HyBRiD2026.064.310.6922.13MuHL2026.065.540.889.98