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SleuthBench: Benchmarking Statistical LLM Evaluation Using Tabular Hidden Signals

Jia, Jingyun et al.
arXiv (All) · Papers
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machine-learning
Evaluating statistical discovery by large language model (LLM) agents requires verifiable analytical ground truth. Establishing such ground truth for real-world datasets is costly, and prior knowledge of public datasets can influence agent responses. We introduce SLEUTHBENCH, a benchmark that addres
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