An automated LLM pipeline finds large differences in how well 11 real-world causal discovery benchmarks align with recent domain literature.
Virginia Aglietti, Alan Malek, Ira Ktena, and Silvia Chiappa
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Consistency evaluation of benchmarks used for causal discovery
An automated LLM pipeline finds large differences in how well 11 real-world causal discovery benchmarks align with recent domain literature.