Peonies are perennial Spring flowers. The flowers of herbaceous peonies (Paeonia lactiflora) are single or double with many different colors: red, pink or white and every shade in between. There are also hybrid peonies with yellow, lavender and orange flowers. Visit the Heartland Peony Society for more information about this gorgeous flower.