The Channel 4 show bagged the Best TV Comedy gong, while David Mitchell took away the Best Actor award.
BBC 3's Gavin & Stacey took home three accolades on the night, including Best New British TV Comedy.
The show's stars James Corden and Ruth Jones were awarded the Best Male Newcomer and Best Female Newcomer.
The Friday Night Project host Alan Carr was named Best Stand Up and Hot Fuzz creator Simon Pegg was given the Writers' Guild Ronnie Barker Award.
Veteran comedy star Stephen Fry was given the Lifetime Achievement Award.
Click here the full list of winners.