Dataset · Hugging Face

Qwen/DeepPlanning

Name: DeepPlanning
Creator: Qwen
License: apache-2.0
Keywords: task_categories:text-generation, language:en, language:zh, license:apache-2.0, size_categories:1K<n<10K, format:webdataset, modality:text, library:datasets, library:webdataset, library:mlcroissant, arxiv:2601.18137, region:us, planning, llm-benchmark, reasoning

DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints DeepPlanningBench is a challenging benchmark for evaluating long-horizon agentic planning capabilities of large language models (LLMs) with verifiable constraints. It features realistic multi-day travel planning and multi-product shopping tasks that require proactive information acquisition, local constrained reasoning, and global constrained optimization. 🌐 Website:… See the full description on the dataset page: https://huggingface.co/datasets/Qwen/DeepPlanning.

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Author / organization	Qwen
License (as declared)	apache-2.0
Downloads	5.1K (as reported by Hugging Face)
Likes	221
Created	13 January 2026
Last updated at source	3 March 2026

planningllm-benchmarkreasoningautonomous-agents

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