Food moisture-proof packaging theory was studied and analyzed systematically. The research progress on adsorption model, shelf-life prediction models for single component dry food and multi-component food, and neural network shelf-life prediction model were introduced. The advantages and disadvantages of each model were analyzed. The purpose was to provide theoretical reference for further research of moisture-proof packaging for food.