WuYuEval: A Multi-Level Benchmark for Large Language Models in Solid Waste Management
A new benchmark testing LLM competence in professional environmental engineering and waste infrastructure design.
Large language models (LLMs) are increasingly used as technical assistants, but their competence in solid waste management (SWM) remains difficult to assess because existing benchmarks emphasize general knowledge rather than professional decisions under engineering, environmental...
ArXiv CS.CL
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WuYuEval bridges the critical gap between general-purpose AI and the highly specialized constraints required for professional waste management infrastructure. By highlighting performance drops in complex decision-making, the benchmark emphasizes the urgent need for domain-specific models that prioritize engineering accuracy over conversational fluency.
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