Forgotten Polygons Multimodal Large Language Models Are Shapeblind

Yann LeCun

paper · 2025-02-21

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“Despite strong performance on vision-language tasks, Multimodal Large Language Models (MLLMs) struggle with mathematical problem-solving, with both open-source and state-of-the-art models falling short of human performance on visual-math benchmarks.”