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IllusionBench | Hidden in Plain Sight: Evaluating Abstract Shape Recognition in Vision-Language Models

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Hidden in Plain Sight

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Vision-Language Model, Large Language Model, Hallucination, Deep Learning

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Hidden in Plain Sight: Evaluating Abstract Shape Recognition in Vision-Language Models

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We introduce IllusionBench, a dataset that challenges current cutting-edge VLMs to decipher shape information when the shape is represented by an arrangement of visual elements in a scene.

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https://arshiahemmat.github.io/illusionbench/

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1200

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Hidden in Plain Sight

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Hidden in Plain Sight: Evaluating Abstract Shape Recognition in Vision-Language Models

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