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The FoodVitals Benchmark Dataset contains 1,158 verified items designed to evaluate the foundational food knowledge of Large Language Models. Created by Nilufar Khodzhaeva and last updated in May 2026, it spans three critical areas: nutritional literacy, nutrient-health relations, and food safety. The data is sourced from authoritative regulatory bodies like the USDA FoodData Central and the EFSA Food Health Claims Knowledge Graph.
License is CC-BY-4.0. The dataset is small (5.7 MB).