Aubrieta This popular spring-flowering, groundcover type perennial forms a low mound of medium-green foliage that remains somewhat evergreen year-round, even through winter. From spring to early summer, it covers the ground with an explosion of deep purple flowers that persist for several weeks. Each flower features a yellow eye.