Dataset · Hugging Face

zhenghaozhu/InsightEval

Name: InsightEval
Creator: zhenghaozhu
License: cc-by-4.0
Keywords: task_categories:table-question-answering, task_categories:text-generation, language:en, license:cc-by-4.0, size_categories:n<1K, region:us, insight-discovery, data-agents, llm-agents, tabular-data, benchmark, business-analytics

InsightEval InsightEval is an expert-curated benchmark for assessing whether LLM-driven data agents can discover meaningful, evidence-grounded insights from tabular data. Zhenghao Zhu*, Yuanfeng Song*, Xing Chen, Chengzhong Liu, Yakun Cui, Caleb Chen Cao, Sirui Han, and Yike Guo.InsightEval: An Expert-Curated Benchmark for Assessing Insight Discovery in LLM-Driven Data Agents. Findings of ACL 2026. [Paper] [PDF] [Code] Dataset summary Existing insight-discovery… See the full description on the dataset page: https://huggingface.co/datasets/zhenghaozhu/InsightEval.

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Author / organization	zhenghaozhu
License (as declared)	cc-by-4.0
Downloads	161 (as reported by Hugging Face)
Likes	2
Created	15 July 2026
Last updated at source	15 July 2026

insight-discoverydata-agentsllm-agentstabular-databenchmarkbusiness-analytics

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