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cs.AI2026

ForestBench: A Unified Graph Framework for Evaluating Multi-Agent Collaboration

Guo Chen, Ziwen Li, Reed Li +4

Multi-agent systems (MAS) built on Large Language Models (LLMs) are proliferating rapidly, but their heterogeneous execution traces provide no common basis for evaluation across me…