CulturalMenuBench: Probing the Knowledge-Application Gap in Multimodal Culinary Reasoning

Bo Zeng, Linfeng Gao, Peiqin Lin +9

Multimodal language models achieve near-ceiling scores on food recognition benchmarks, yet it remains unclear whether this success reflects genuine cultural understanding or mere v…