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Jinxiu Qu, Zirui Tang, Hongzhang Huang, Boyu Niu, Wei Zhou, Jiannan Wang, Yitong Song, Guoliang Li, Xuanhe Zhou, Fan Wu · 2026 · arXiv 2602.07034

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AgenticDataBench: A Comprehensive Benchmark for Data Agents

cs.DB · 2026-07-02 · unverdicted · novelty 5.0

AgenticDataBench is a new benchmark covering realistic data science tasks across 15 domains using extracted skills and LLM-generated workflows to evaluate data agents at fine granularity.

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  • AgenticDataBench: A Comprehensive Benchmark for Data Agents cs.DB · 2026-07-02 · unverdicted · none · ref 45

    AgenticDataBench is a new benchmark covering realistic data science tasks across 15 domains using extracted skills and LLM-generated workflows to evaluate data agents at fine granularity.