nnheui/llm-srbench

LLM-SRBench: Benchmark for Scientific Equation Discovery with LLMs We introduce LLM-SRBench, a comprehensive benchmark with 239 challenging problems across four scientific domains specifically designed to evaluate LLM-based scientific equation discovery methods while preventing trivial memorization. Our benchmark comprises two main categories: LSR-Transform, which transforms common physical models into less common mathematical representations to test reasoning beyond memorization… See the full description on the dataset page: huggingface.co/datasets/nnheui/llm-srbench.