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National Advisory Committee on Microbiological Criteria for Foods: Hazard analysis, critical control point principles, application guidelines · 1998 · DOI 10.4315/0362-028x-

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FoodMonitor: Benchmarking MLLMs for Explainable Compliance Analysis

cs.CV · 2026-05-23 · unverdicted · novelty 6.0

FoodMonitor benchmark evaluates MLLMs on explainable kitchen compliance analysis using dual-channel annotations and a composite C_score metric, with best model at 0.36.

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FoodMonitor: Benchmarking MLLMs for Explainable Compliance Analysis cs.CV · 2026-05-23 · unverdicted · none · ref 22
FoodMonitor benchmark evaluates MLLMs on explainable kitchen compliance analysis using dual-channel annotations and a composite C_score metric, with best model at 0.36.

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