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Mohammed Saidul Islam

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Preprint Aug 2026

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments?

DSAgentBench is introduced, the first benchmark to evaluate whether agents can automate full data-science workflows inside real computer environments, and reveals a substantial capability gap between current agentic systems and real data-science workflows.

Mizanur Rahman, Mohammed Saidul Islam, Ridwan Mahbub et al. · 0 citations

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