Cleome hassleriana. Cleome also called Spider Plant is an old-fashioned annual from South America. The fragrant flowers are a mix of cherry, rose, violet, and white and have delicate, long stamens that protrude out from the petals. Plants grow up to 5 feet tall and are drought tolerant once established. Suitable for cottage gardens and the back of the border.