Cleomella platycarpa is a small, annual herb that grows up to 4 inches (10 cm) tall. It has a stem that is usually branched from the base and has a few leaves. The leaves are divided into three leaflets, which are narrow and pointed. The flowers are small and white and are borne on long stalks. The fruit is a capsule which splits open to release the seeds.