I haven't seen any benchmarks on reasoning on graphs. RAG on graphs have a couple of benchmarks, so I'd say "it seems likely" that graphs improve RAG. eg: https://
arxiv.org/abs/2405.14831
Graph-based RAG improvements and reasoning benchmarks emerge
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