arxiv
PublishedApril 24, 2026 at 4:00 AM
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Symbolic Grounding Reveals Representational Bottlenecks in Abstract Visual Reasoning
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arXiv:2604.21346v1 Announce Type: new Abstract: Vision--language models (VLMs) often fail on abstract visual reasoning benchmarks such as Bongard problems, raising the question of whether the main bottleneck lies in reasoning or representation. We study this on Bongard-LOGO, a synthetic benchmark of
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