Grown in full sun, sweet peas (Lathyrus odoratus) are annuals known for their climbing nature and fragrant blossoms. "Knee High" varieties, however, are dwarf in nature, excellent for gardeners who enjoy sweet pea flowers but don't want the hassle of a trellis system.