Author

Xin Huang

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Preprint Jul 2026

Opti-Agent-Bench: Benchmarking End-to-End Optimization R&D Agents on Real-World Business Problems

Opti-Agent-Bench is introduced, an end-to-end benchmark that evaluates Large Language Models across the complete optimization R&D pipeline, from understanding business-language descriptions through mathematical modeling, algorithm selection, and code implementation, to solution report generation.

Yongchang Fu, Xin Huang, Chengjun Dai et al. · 0 citations