However, the U.S. Department of Agriculture recommends you fill one-fourth of your plate with these foods at each meal since they provide essential nutrients. Starchy foods, sometimes called complex carbohydrates, include grains, beans and legumes and starchy vegetables. Foods in this group include pasta, breads, popcorn, crackers, tortillas, cereals, rice, oatmeal, barley, millet and other grains.