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JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles

Hugging Face Daily Papers · 2026-08-04 Cached

Introduces JigShape, a jigsaw puzzle benchmark with interlocking pieces to evaluate visual-geometric reasoning in vision-language models. It finds that frontier VLMs largely fail at geometric reasoning and all models collapse on larger puzzle sizes, revealing a 'scaling cliff' for constraint satisfaction.

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#jigsaw-puzzle

Puzzled By ChatGPT? No more! A Jigsaw Puzzle to Promote AI Literacy and Awareness

arXiv cs.CL · 2026-05-21 Cached

This paper introduces a jigsaw puzzle designed with comic-based infographics to promote AI literacy, explaining the workings, capabilities, limitations, and societal implications of generative AI like ChatGPT in an engaging, hands-on format.

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