SleuthBench: Benchmarking Statistical LLM Evaluation Using Tabular Hidden Signals

Jingyun Jia, Antoine Remond-Tiedrez, Aaron Alvarez +3

Evaluating statistical discovery by large language model (LLM) agents requires verifiable analytical ground truth. Establishing such ground truth for real-world datasets is costly,…