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The list, which was organised by onepoll, compiled the votes of over 5,000 music fans.
Gary Barlow, Jason Orange, Mark Owen and Howard Donald won the accolade, beating The Monkees, the Bee Gees and Westlife to the title.
"This has to be down to their amazing comeback," said a onepoll spokesperson.
Take That's new studio album is expected to be released in December.
The top ten in full:
1. Take That
2. The Beatles
3. Jackson Five
4. Westlife
5. The Monkees
6. Boyzone
7. Bee Gees
8. Backstreet Boys
9. New Kids On The Block
10. The Osmonds
