Preprint
Aug 2026
Unified Multi-Dimensional Benchmark for Complex Graph Reasoning in Large Language Models
A five-stage semi-automatic framework for constructing complex graph reasoning benchmarks that serves as a challenging and diagnostic benchmark for graph reasoning and provides empirical guidance for future enhancement methods is proposed.
Fali Wang, Ali Al-Lawati, Iliyas Bektas et al.
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