It is important to cover or store outdoor dining sets during the off-season, particularly in areas with harsh weather conditions. Remove cushions and keep them indoors to avoid mold or mildew growth. Clean the set first and store it in a dry, covered area, or use a furniture cover designed for outdoor use.