Watercress, Nasturtium officinale, is a plant which grows in water. It is a member of the Brassicaceae family, along with some other leaf vegetables. People grow them for eating, often in salad or sandwiches. They have a peppery flavour and are fast-growing. Watercress is related to the cabbage and mustard plants.