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Yuekai Sun

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Jul 2026

CausalDS: Benchmarking Causal Reasoning in Data-Science Agents

CausalDS, a benchmark for evaluating causal reasoning in agentic data-science workflows, is introduced, which jointly evaluates symbolic causal reasoning, data science, uncertainty quantification, abstention, and tool use/coding.

Andrej Leban, Yuekai Sun · arXiv.org · 0 citations