A two-stage reasoning-segmentation method plus a new LLM-generated 3D dataset improves spatial reasoning in 3D multimodal large language models on several benchmarks.
Language conditioned spatial relation reasoning for 3d object grounding
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Enhancing Spatial Reasoning in Multimodal Large Language Models through Reasoning-based Segmentation
A two-stage reasoning-segmentation method plus a new LLM-generated 3D dataset improves spatial reasoning in 3D multimodal large language models on several benchmarks.