In addition to the standard 7" and 12" formats, a fan-shaped picture disc was also released in the UK. The B-side to the single was "Far Too Hard", a song from the band's debut studio album Sophisticated Boom Boom. As with "You Spin Me Round (Like a Record)", the song was re-recorded in 2003 for the band's retrospective compilation album Evolution: The Hits.
Critical reception
The single generally received positive reviews, being described as "appealing" by Ira Robbins of Trouser Press[2] while Ned Raggett of AllMusic said, "When Burns commands at the end of the chorus, 'Kick it right down, right down!' it's as memorable as mass media pop of any stripe ever gets."[1] Members of pop duo Strawberry Switchblade Jill Bryson and Rose McDowall criticized the song, saying that they "don't like it very much" and "it's horrible".[3]
Track listing
UK 7"
No.
Title
Length
1.
"Lover Come Back to Me"
3:08
2.
"Far Too Hard"
4:32
UK 12"
No.
Title
Length
1.
"Lover Come Back to Me (Extended Remix)"
5:50
2.
"Far Too Hard"
4:32
3.
"Lover Come Back to Me (7" Version)"
3:08
Charts
Weekly chart performance for "Love Come Back to Me"
^Kent, David (1993). Australian Chart Book 1970–1992. St Ives, N.S.W.: Australian Chart Book. p. 85. ISBN0-646-11917-6. N.B. The Kent Report chart was licensed by ARIA between mid 1983 and 19 June 1988.