The show was named best sitcom and its stars, Rebecca Front and Peter Capaldi, picked up the BAFTAs for female and male performance in a comedy role.
TV presenters Ant McPartlin and Declan Donnelly earned the gong for best entertainment performance as hosts of "I'm A Celebrity... Get Me Out Of Here!"
"Britain's Got Talent" was named best entertainment program and its creator, Simon Cowell, took home a special award for outstanding contribution and development of new talent.
Comedian Graham Norton presided over the BAFTA ceremony Sunday at the London Palladium.
Celebrity Couples of 2014 [PHOTOS]