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  **SimBench** is the first large-scale benchmark designed to evaluate how well Large Language Models (LLMs) can simulate group-level human behaviors across diverse settings and tasks. As LLM-based simulations gain traction in social and behavioral sciences, SimBench offers a robust tool to understand their capabilities and limitations.
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- **Paper:** [TBD]
 
 
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  **GitHub Repository:** https://github.com/pitehu/SimBench_release
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  **SimBench** is the first large-scale benchmark designed to evaluate how well Large Language Models (LLMs) can simulate group-level human behaviors across diverse settings and tasks. As LLM-based simulations gain traction in social and behavioral sciences, SimBench offers a robust tool to understand their capabilities and limitations.
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+ **Paper:** https://arxiv.org/abs/2510.17516
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+ **Project Website:** http://simbench.tiancheng.hu/
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  **GitHub Repository:** https://github.com/pitehu/SimBench_release
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