OpenMAS-GCom. A Diagnostic Benchmark for Graph-enhanced Multi-Agent Systems
Graph-enhanced multi-agent systems (G-MAS) coordinate large language model agents through communication graphs and role assignments, which determine how agents exchange information and divide responsibilities. However, final-score comparisons across systems combine differences in models, communication patterns, roles,...