A Comprehensive Evaluation of LLM Reasoning: From Single-Model to Multi-Agent Paradigms

Yapeng Li, Jiakuo Yu, Zhixin Liu +4

Large Language Models (LLMs) are increasingly deployed as reasoning systems, where reasoning paradigms - such as Chain-of-Thought (CoT) and multi-agent systems (MAS) - play a criti…