Mrs Brown's Boys star Jennifer and her professional dance partner Tristan McManus found themselves in the bottom two for second time.
Jennifer and Tristan were in the dance-off with Blue singer Simon Webbe and his professional partner Kristina Rihanoff.
This weekend's theme was Movies and, with guest judge Donny Osmond on the panel, each of the 14 couples performed routines inspired by some of the greatest films of all time.
After receiving the lowest amount of votes, Jennifer and Simon's future was in the hands of judges Len Goodman, Darcey Bussell, Bruno Tonioli, Craig Revel Horwood and Donny.
Simon and Kristina danced their rumba to 'Take My Breath Away' from Top Gun, while Jennifer and Tristan performed their foxtrot to 'Mamma Mia' from the movie of the same name.
Unfortunately, Jennifer's Foxtrot wasn't enough to be saved, as the judges unanimously voted to take Simon through to next week's show.
Reflecting back on the results, Jennifer said: "Before this, I didn't know how to dance. I wanted to learn how to dance and I now know how to jive, how to waltz and how to foxtrot, however badly! I've learned three dances and I've had a great time with Tristan. He is one of the family and he will remain one of the family."
Tristan was also full of praise for Jennifer: "Jenny tried her best. She made every day that I've known her so far as enjoyable as the next. I hope she's not telling lies now and she will talk to me after tonight! It's been a pleasure to get to know you and your family."
Last week, MasterChef judge Gregg Wallace became the first celebrity to leave the show.
Next week's show will air on Saturday 18 October at 6.30pm, with the results show on Sunday 19 October at 7.20pm on BBC One.
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Watch Jennifer's Foxtrot below: