Oxalis adenophylla is a stemless plant that grows from a stem tuber, forming an up to 6 inches (15 cm) wide clump. It has fleshy grayish-green leaves composed of several narrow, heart-shaped leaflets. Flowers are solitary, bright rosy-pink, paler in the center, and a purple throat. They appear in late spring.