Types of Desert Plants. There are quite a few types of desert plants out there including wild flowers, cactus, succulents, and dessert grasses make up the majority of those plants.o when the plants bloom, it is a truly amazing site to be seen. Wildflower types change as the elevation ascends or descends. The Bougainvillea is a drought tolerant plant with beautiful pink flowers, shown above.