88Z AI, 16 June — Alibaba Tongyi has released the Qwen-Robot Suite, integrating navigation, manipulation, and world prediction models. It aligns vision and action via a language-first interface, achieving SOTA results in over ten benchmarks.
At a glance
- The suite includes navigation, manipulation, and world prediction models, aligning vision and action via a language-first interface.
- It achieves SOTA performance in over ten benchmarks covering navigation, manipulation, and world modeling.

The update
Alibaba Tongyi has officially launched the Qwen-Robot Suite, a foundation model kit designed for the physical world. The suite features three core models: RobotNav for mobile path planning, RobotManip for precise action execution, and RobotWorld for environmental dynamic deduction. By adopting a language-first interface design, the kit effectively aligns the understanding capabilities of vision-language models with specific physical action commands. This architecture significantly enhances interaction and execution efficiency for robots in complex environments. Currently, the suite has achieved state-of-the-art performance levels in more than ten authoritative benchmarks covering navigation, manipulation skills, and world model prediction, demonstrating its strong potential in the field of embodied intelligence.
Sources & editorial note
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- 千问大模型Source published
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