What is the least popular food? With this in mind, here are some of the top foods that make people cringe, worldwide. Mayonnaise. ... Spam. ... Candy Corn. ... Tuna. ... Black Licorice. ... Pickles. ... Cantaloupe. DAE: Hate cantaloupe? ... Brussels sprouts. Turns...