A sweet and tangy tomato-based sauce, there are as many recipes for Sloppy Joe’s as there are cooks. How much sweet and tangy is up for debate. What isn’t debated are the basic ingredients, ground beef, tomato-based sauce, ketchup, Worcestershire Sauce and brown sugar.