Albion's 46th league game of the season ended in defeat at Pride Park.
The Baggies fell behind early on but equalised after the break through Stefan Johansen.
But Albion were unable to build on the goal and two second half goals saw the Baggies end the regular league campaign with another disappointing defeat.