CulturalMenuBench: Probing the Knowledge-Application Gap in Multimodal Culinary Reasoning
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arXiv:2609.03526v1 Announce Type: new Abstract: Multimodal language models achieve near-ceiling scores on food recognition benchmarks, yet it remains unclear whether this success reflects genuine cultural understanding or mere visual matching. To probe this distinction, we introduce CulturalMenuBen…
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- 2026-09-05 04:00 · arXiv cs.AI
CulturalMenuBench: Probing the Knowledge-Application Gap in Multimodal Culinary Reasoning