Perennial vegetables are parts of plants that are eaten like a vegetable that are also perennial (living more than two years). Some well known perennial vegetables, from the temperate regions of the worl, include asparagus, artichoke and rhubarb. In the tropics cassava and taro are grown as vegetables, which can live many years.