GABench: A Comprehensive Benchmark for Evaluating LLM Agents on Graph Analysis Tasks

Jiarui Tan, Zhongjian Zhang, YaBo Guo +5

Large language model (LLM) agents are increasingly capable of planning, using tools, and interacting with external environments. They are typically supported by harnesses, which ma…