Barking received positive reviews from most music critics.
Resident Advisor reviewer Ian Mathers said the duo "marries a renewed emphasis on the dance floor with unabashedly open-hearted lyrics", and felt that "the songs here are a harmonious marriage of the classic, propulsive Underworld sound and the kind of techniques and textures that postdate most of their career."[REF]