"Craig Lytle from Allmusic wrote that "with a Sly Stone twist, Babyface concocts a laid-back funk groove for "Sittin' up in My Room," which features the humble vocals of Brandy.Though the song does not allow her to unwind with her higher notes, it does, however, reveal her lower octaves."