Eggplants have a slightly bitter taste and spongy texture. Most varieties have a thin skin that can be left on to add texture for cooking. This high-fiber veggie can be used in eggplant parmesan, sliced, and grilled with olive oil and rosemary, or baked and mashed in dips like baba ghanoush.