Currently, they manage land in Arizona, Nevada, and California, and their tribal headquarters is in Fort Mojave, Arizona. The tribe is headquartered in Needles, California, and consists of roughly 3,500 enrolled members.
Therefore, the answer to the question is yes, the Mojave tribe still exists today.