腾讯混元（Tencent Hunyuan）与中国人民大学高瓴人工智能学院合作，开源PlanningBench——一个可扩展、可验证的LLM规划能力评估与训练框架。该框架包含30+真实世界规划任务，支持自动验证和训练。PlanningBench旨在推动LLM从“说”到“做”的规划能力发展。资源已发布于arXiv、GitHub及HuggingFace。
腾讯混元联合人大开源的 PlanningBench，补上了 LLM 从「会说」到「会做」之间规划能力评估的缺口，做 Agent 的同学可以直接用来评测和训练，开源即用。
Planning is where LLMs move from “saying” to “doing.”
Tencent Hy, in collaboration with the Gaoling School of Artificial Intelligence at Renmin University of China, is excited to open-source PlanningBench - a scalable, verifiable framework for evaluating and training LLM planning capabilities.
With PlanningBench, you get:
✅ 30+ real-world planning tasks
✅ Automated verification
✅ Evaluation and training support
See how top-tier LLMs perform on PlanningBench 👇
Resources:
arXiv: https://arxiv.org/abs/2605.20873
GitHub: https://github.com/Tencent-Hunyuan/PlanningBench
HuggingFace: https://huggingface.co/datasets/tencent/PlanningBench
#PlanningBench #TencentHunyuan #OpenSource 📷
来源：Tencent Hy · x.com