AgenticDataBench: A Comprehensive Benchmark for Data Agents

AgenticDataBench is a new benchmark for evaluating data agents across diverse domains with fine-grained task annotations and skill-based coverage metrics. It includes 344 tasks, 433 data science skills, 97 datasets, and 27.3GB of data spanning 15 domains. The benchmark enables both overall task success evaluation and fine-grained skill-level performance analysis.

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