Measuring Reasoning Quality in LLMs: A Multi-Dimensional Behavioral Framework

Ali Şenol, Garima Agrawal, Huan Liu

Despite remarkable progress on reasoning benchmarks, current LLM evaluation practice remains anchored to final-answer correctness, providing limited insight into how models reason,…