For multi-variable systems with relative degree two, by using high-frequency gain matrix decomposition, a new parametric model is established, and a direct model reference adaptive controller with a unnormalized adaptive law under some appropriate assumptions is designed, which guarantees the boundedness of all the signals of the closed-loop system and the convergence of the tracking error. A simulation example shows the effectiveness of the control scheme.