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Towards a Data-Centric Understanding of Spatial Reasoning in Multimodal Large Language Models

Multimodal Large Language Models (MLLMs) have been widely applied in embodied agents and robotics for vision tasks. However, MLLMs suffer from limitations in spatial reasoning and perception.

By Mahdieh Mallahnezhad, Masoud Jafaripour, Mohamadali Tofigh, Sheila Schoepp, Osmar R. ZaianearXiv - cs.CV (CV)

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Originally published by arXiv - cs.CV (CV) on Oct 15, 2026.

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