DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle
By: Fangyu Lei, Jinxiang Meng, Yiming Huang, Junjie Zhao, Yitong Zhang, Jianwen Luo, Xin Zou, Ruiyi Yang, Wenbo Shi, Yan Gao, Shizhu He, Zuo Wang, Qian Liu, Yang Wang, Ke Wang, Jun Zhao, Kang Liu
Published: 2025-12-08
View on arXiv →#cs.AI
Abstract
DAComp provides a comprehensive, research-grade benchmark for evaluating data agents across the entire data intelligence lifecycle, encompassing data engineering and open-ended data analysis, which is crucial for developing robust and autonomous AI systems.