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This document investigates the ability of Large Language Models (LLMs) to generate complex structured tables, an essential skill for applications like automated report generation. It introduces S TRUC -B ENCH, a comprehensive benchmark designed to evaluate LLM performance in generating tabular data. The study also proposes new evaluation metrics, addresses gaps in current LLM capabilities, and suggests future research directions.

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