SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities
Boyuan Chen, Zhuo Xu, Sean Kirmani, Brian Ichter, Dorsa Sadigh, Leonidas J. Guibas, Fei Xia
2024Year
229Top-tier citations
Abstract
Internet-scale 3D spatial reasoning dataset in metric space. By training a VLM on such data, we significantly enhance its ability on both qualitative and quantitative spatial VQA. Finally, we demonstrate that this VLM unlocks novel downstream applications in chainof-thought spatial reasoning and robotics due to its quantitative estimation capability. Website: https://spatial-vlm.github.io/
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Install the CLIlune papers fulltext c8ed973f-54f4-4067-b612-0ca02b0bb5d9Cited by top-tier papers229
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