Kyle Hurst scored a fine equaliser for Rovers but it proved to be in vain as they slipped to a 3-1 defeat at on-form Walsall.
Josh Gordon gave the hosts the lead in the first half, only for Hurst to level on the hour mark. But Jack Earing and Mo Faal netted further goals for Walsall to see them take the win.
To watch highlights from the game, click play on the video above.