 Ned Raggett of AllMusic wrote, "perhaps the best and most surprising thing about "Go Away White" is that it doesn't resemble "Burning from the Inside" or any other Bauhaus album – rather than trying to recapture the past, the four members sought to meet in the middle where they had ended up, at least in part".D.