ResearchBenchmarksKnowledge Graph Question Answering on GrailQA IIDFollow92.4F1 ScorePathHD16.68836.3445675.656Dec 10, 2025Evaluation ResultsMethodMethodLinksF1 ScorePathHDType=LLMs + KGType=LLMs + KG2025.1292.4KG-AgentType=LLMs + KGType=LLMs + KG2025.1292StructGPTType=LLMs + KGType=LLMs + KG2025.1270.4GPT-4Type=Pure LLMsType=Pure LLMs2025.1225Davinci-003Type=Pure LLMsType=Pure LLMs2025.1223.5ChatGPTType=Pure LLMsType=Pure LLMs2025.1219.6