GNN-CB: A Graph Neural Network Competition Benchmark for Human and LLM Evaluation.

arXiv:2610.05387v1 Announce Type: cross Abstract: Large language models (LLMs) have demonstrated strong performance on coding and reasoning benchmarks; however, their ability to solve graph-structured machine learning problems remains largely unexplored. In pa