ResearchBenchmarksLogistics Optimization Modeling on ComplexOR 18 samples (test)Follow77.78Success RateORLM48.888856.389463.8971.3906Aug 20, 2025Evaluation ResultsMethodMethodLinksSuccess RateGain vs Baseline (%)ORLM2025.0877.7827.78ORThought2025.0877.7827.78CoT2025.0861.1111.11Reflexion2025.0861.1111.11CoE2025.0855.565.56Standard2025.0850—SC2025.08500