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automated data generation 1benchmark 1long-context recall 1temporal grounding 1video-language understanding 1

From the 1 of 7 linked papers with an AI index.

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20242026
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cs.AI2026

Do MLLMs Really Understand Space? A Mathematical Reasoning Evaluation

Shuo Lu, Jianjie Cheng, Yinuo Xu +16

Multimodal large language models (MLLMs) have achieved strong performance on perception-oriented tasks, yet their ability to perform mathematical spatial reasoning, defined as the…