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News/MagiC: Evaluating Multimodal Cognition Toward Grounded Visual Reasoning
arxiv
PublishedOctober 16, 2026 at 4:00 AM

MagiC: Evaluating Multimodal Cognition Toward Grounded Visual Reasoning

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arXiv:2507.07297v2 Announce Type: cross Abstract: Recent advances in large vision-language models have led to impressive performance in visual question answering and multimodal reasoning. However, it remains unclear whether these models genuinely perform grounded visual reasoning or rely on superfic

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