get ready to have your fruit-loving minds blown: watermelons are berries. and so are cucumbers, cantaloupes, squash and pumpkins. scientifically called pepos, these fruits fall into a specific category of berry--one with a tough rind, multiple flat seeds and pulpy flesh.