With beautiful purple flowers and beans, the hyacinth bean vine (scientific name Lablab purpureus) is a tall (about 20 feet high) and popular annual plant suited for all types of landscape design. Not only are its flowers graceful, but they are fragrant too, thus attracting bees, butterflies, and birds.