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Haibo Shi

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Preprint Aug 2026

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

This work introduces a generalizable evaluation framework that maps native MAS traces into a shared space of unified collaboration graphs, enabling different methods to be evaluated under the same representation, reference set, and metric panel.

Guo Chen, Ziwen Li, Reed Li et al. · 0 citations