LLM-WikiRace Benchmark: How Far Can LLMs Plan over Real-World Knowledge Graphs? 事件

LLM-WikiRace Benchmark: How Far Can LLMs Plan over Real-World Knowledge Graphs? arXiv:2602.16902v4 Announce Type: replace Abstract: We introduce LLM-Wikirace, a benchmark for evaluating planning, reasoning, and world knowledge in large language models (LLMs). In LLM-Wikirace, models must efficiently navigate Wikipedia hyperlinks step by step to reach a target page from a given source, requiring look-ahead planning and the ability to reason about how concepts are connected in the real world. We