Preprint
Jul 2026
OmniFood-Bench: Evaluating VLMs for Nutrient Reasoning and Personalized Health Advice
The rapid integration of Large Vision-Language Models (VLMs) into critical infrastructure promises to revolutionize personalized healthcare and dietary management. However, in the domain of food systems, autonomous agents face a unique and persistent challenge: the"Systemic Information Asymmetry"between visual appearan...
Qian Jiang, Zhecheng Shi, Jingpu Yang et al.
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