AI RESEARCH
PlanningBench: Generating Scalable and Verifiable Planning Data for Evaluating and Training Large Language Models
arXiv CS.LG
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ArXi:2605.20873v1 Announce Type: cross Planning is a fundamental capability for large language models (LLMs) because such complex tasks require models to coordinate goals, constraints, resources, and long-term consequences into executable and verifiable solutions. Existing planning benchmarks, however, usually treat planning data as fixed collections of instances rather than controllable generation targets.