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Title: GitHub - 9cog/MetaSpatial: MetaSpatial leverages reinforcement learning to enhance 3D spatial reasoning in vision-language models (VLMs), enabling more structured, realistic, and adaptive scene generation for applications in the metaverse, AR/VR, and game development.

Open Graph Title: GitHub - 9cog/MetaSpatial: MetaSpatial leverages reinforcement learning to enhance 3D spatial reasoning in vision-language models (VLMs), enabling more structured, realistic, and adaptive scene generation for applications in the metaverse, AR/VR, and game development.

X Title: GitHub - 9cog/MetaSpatial: MetaSpatial leverages reinforcement learning to enhance 3D spatial reasoning in vision-language models (VLMs), enabling more structured, realistic, and adaptive scene generation for applications in the metaverse, AR/VR, and game development.

Description: MetaSpatial leverages reinforcement learning to enhance 3D spatial reasoning in vision-language models (VLMs), enabling more structured, realistic, and adaptive scene generation for applications in the metaverse, AR/VR, and game development. - 9cog/MetaSpatial

Open Graph Description: MetaSpatial leverages reinforcement learning to enhance 3D spatial reasoning in vision-language models (VLMs), enabling more structured, realistic, and adaptive scene generation for applications in...

X Description: MetaSpatial leverages reinforcement learning to enhance 3D spatial reasoning in vision-language models (VLMs), enabling more structured, realistic, and adaptive scene generation for applications in...

Opengraph URL: https://github.com/9cog/MetaSpatial

X: @github

direct link

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https://patch-diff.githubusercontent.com/9cog/MetaSpatial#metaspatial-reinforcing-3d-spatial-reasoning-in-vlms-for-the-metaverse
https://arxiv.org/abs/2503.18470
https://github.com/PzySeere/MetaSpatial
https://github.com/PzySeere/MetaSpatial
https://huggingface.co/datasets/zhenyupan/3d_layout_reasoning
https://patch-diff.githubusercontent.com/9cog/MetaSpatial/blob/main/assets/framework.png
https://patch-diff.githubusercontent.com/9cog/MetaSpatial#preliminary-results
https://patch-diff.githubusercontent.com/9cog/MetaSpatial/blob/main/assets/results-7b-3b.png
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https://github.com/atcelen/IDesign/tree/mainhttps://github.com/atcelen/IDesign/tree/main
https://github.com/hiyouga/EasyR1https://github.com/hiyouga/EasyR1
https://patch-diff.githubusercontent.com/9cog/MetaSpatial#data-curation
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Zhenyu Panhttps://pzyseere.github.io/
Han Liuhttps://magics.cs.northwestern.edu/people.html
https://patch-diff.githubusercontent.com/9cog/MetaSpatial#acknowledgements
VERLhttps://github.com/volcengine/verl
EasyR1https://github.com/hiyouga/EasyR1
RAGENhttps://github.com/ZihanWang314/ragen
Zhuo Liuhttps://joeliuz6.github.io/
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https://patch-diff.githubusercontent.com/9cog/MetaSpatial#citation
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arxiv.org/abs/2503.18470https://arxiv.org/abs/2503.18470
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