"Scalloped" means cooked in milk or cream. You may recognize this term from the popular dish, scalloped potatoes. Scalloped corn is simply creamy corn kernels with a crunchy, buttery topping. Corn casserole, on the other hand, is firmer and has a cornbread-like texture.