The lads landed prizes for Best Reality Show for 'I'm A Celebrity ... Get Me Out Of Here!', Best Talent Show for 'Britain's Got Talent', and Best Entertainment Show for 'Ant And Dec's Saturday Night Takeaway'.
Ant and Dec were the big TV Choice Awards winners
However, Broadchurch's stand-out star Olivia Colman was beaten to the prize for Best Actress by Call The Midwife's Miranda Hart.
Olivia Colman missed out on the Best Actress prize
'Doctor Who' also collected two gongs, being named Best Drama Series, as well as being given an honorary gold award to mark its 50th anniversary later this year.
The programme's executive producer Steven Moffat collected the award on behalf of the long-running sci-fi series, which will soon see Matt Smith hand over to Peter Capaldi in the lead role as The Doctor.
TV Choice Awards
Elsewhere, 'Mrs Brown's Boys' retained its title as Best Comedy, while 'Coronation Street' took the keenly fought Best Soap Award.
The show also landed the Best Soap Actress prize with a recently engaged Michelle Keegan collecting the title for her role as Tina McIntyre.
BBC One rival 'EastEnders' also enjoyed its share of wins with Shane Richie named Best Soap Actor for playing Alfie Moon. His co-star David Witts, who plays brooding Joey Branning, was also honoured as Best Soap Newcomer.
Best Daytime Programme went to 'The Jeremy Kyle Show' for the third year running.
Winners at the ceremony were voted by viewers and readers of the magazine.
Full list of winners appears below...
- Best Soap - 'Coronation Street'
- Best New Drama - 'Broadchurch'
- Best Drama Series - 'Doctor Who'
- Outstanding Contribution Award - 'Doctor Who'
- Best Actor - David Tennant, 'Broadchurch'
- Best Actress - Miranda Hart, 'Call the Midwife'
- Best Comedy - 'Mrs Brown's Boys'
- Best Reality Show - 'I'm A Celebrity ... Get Me Out Of Here!'
- Best Talent Show - 'Britain's Got Talent'
- Best Entertainment Show - 'Ant & Dec's Saturday Night Takeaway'
- Best Factual Entertainment & Lifestyle Show - 'Paul O'Grady: For The Love Of Dogs'
- Best Daytime Show - 'The Jeremy Kyle Show'
- Best Food Show - 'Jamie's 15 Minute Meals'
- Best International Show - 'The Big Bang Theory'
- Best Soap Actor - Shane Richie (Alfie Moon, 'EastEnders')
- Best Soap Newcomer - David Witts (Joey Branning, 'EastEnders')
- Best Soap Actress - Michelle Keegan (Tina McIntyre, 'Coronation Street')