The paper presents selected results of the assessment of straightening processes of steel sheets and plates in terms of monitoring changes in mechanical residual stresses. For the stress investigation, a method based on magnetic Barkhausen noise measurements was applied, and the custom measuring set-up was used. The study examined two different technological processes of leveling, based on tension for thin metal sheets and three-point overbending of thicker plates. The results are presented graphically in the form of directional diagrams of Barkhausen noise, as well as vectors representing orthogonal principal stresses in the cross-section plane. In general, an unfavorable stress state was observed on the opposite sides of the investigated sheets in the initial condition. The applied straightening operations resulted in a significant redistribution of residual stresses, in terms of both magnitude and sign.