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Preprint Jul 2026

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness

DataClawEval is introduced, the first comprehensive benchmark designed specifically to evaluate the end-to-end task completion capabilities of autonomous agents in real-world data engineering scenarios, and it comprises 100 rigorous, end-to-end tasks spanning five execution engines.

Debin Meng, Jiaming Yang, Zefang Zong et al. · 0 citations