Steve C gave me this idea after mentioning Dexy's Midnight Runners whose main hit and party favourite 'Come on Eileen' was extremely successful.
A few more off the top of my head.
Men At Work - Down Under
Rene & Angela - I'll Be Good
Chesney Hawkes - The One and Only
Nena - 99 Red Balloons