A new and distinct cultivar of Impatiens plant named `Tamar Purple Star`, characterized by its upright and outwardly spreading growth habit; mounded plant form; freely branching habit; dark green-colored leaves; freely flowering habit; large purple and red purple bi-colored flowers; and good garden performance.