Test-time Scaling Techniques in Theoretical Physics -- A Comparison of Methods on the TPBench Dataset

Zhiqi Gao, Tianyi Li, Yurii Kvasiuk +5

Large language models (LLMs) have shown strong capabilities in complex reasoning, and test-time scaling techniques can enhance their performance with comparably low cost. Many of t…