A new and distinct cultivar of Zonal Geranium plant named `Duetemefi`, characterized by its upright to outwardly spreading plant habit; freely basal branching habit; dark green-colored leaves; freely flowering habit; semi-double dark red purple-colored flowers; and good garden performance.