A new and distinct cultivar of Impatiens plant named ‘Duesweetblust’, characterized by its compact, upright and outwardly spreading growth habit; mounded plant habit; freely branching habit; moderately vigorous growth habit; dark green-colored leaves; freely and early flowering habit; large light and dark red purple bi-colored flowers; and good garden performance.