Rocket leaves or popularly known as arugula or salad rocket is nutritious green-leafy vegetable. The young tender leaves carry a bitter peppery flavour that makes it mostly a salad vegetable. Rocket leaves have a sweet, nutty flavour when they're young but start developing a strong spicy flavour as they mature.