ResearchBenchmarksMarginal Inference on SK (Sherrington-Kirkpatrick) N=100, β=1.0 (train)Marginal Inference on SK (Sherrington-Kirkpatrick) N=100, β=1.0 (train)Follow0.011MAEICG-I0.006440.037220.0680.09878Jun 3, 2026Evaluation resultsMethodMethodLinksMAEKL DivergenceMax ErrorICG-I2026.060.0110.0150.032BPNN2026.060.0210.0450.075GNN-BP2026.060.0280.0650.095TRBP2026.060.0350.0880.145LBP2026.060.0650.1450.245Direct GNN2026.060.1250.2850.415