Yes, both native annual and perennial species will return year after year once they become established and are allowed to reseed.
Natural reseeding of exotic garden varieties and "Domesticated" species may range from significant to minimal depending on the variety and environmental factors. Usually, these species will need to be replanted each year in order to achieve the same colorful display.
