To achieve crispy baked hush puppies, make sure to preheat your oven to a high temperature (425°F or 220°C) and lightly grease the baking sheet. Flattening the tops slightly before baking helps them cook evenly. Baking them until golden brown will also enhance their crispiness, so keep an eye on them as they cook.