But this year the programme's had much more success.
The numbers of people watching the programme have shot up, thanks to its scary storyline about serial killer, Richard Hillman.
Kumars lost out
But the BBC2 comedy At Home With the Kumars - which was nominated for three awards - didn't get even one.
I'm A Celebrity Get Me Out Of Here! got the award for best entertainment programme, while Paul Merton won the best entertainment performance on Have I Got News For You.
The Office took two awards - for best sitcom and comedy performance and Spooks won best drama series.