The actor and Sharna landed in the bottom-two couples along with former NFL football player Vernon Davis and partner Peta Murgatroyd based on the combination of judges' scores and home-viewer votes cast live as Dancing with the Stars aired in the Eastern and Central time zones on Monday night.
Bruno voted to save Vernon and Peta and then Carrie Ann voted to save Vernon and Peta. Derek revealed he would have voted the same way if he had to cast a tiebreaker vote, so Jesse and Sharna sent packing.
Monday night's Dancing with the Stars episode featured each of the 12 couples taking the stage with one dance for 80s nights -- and figure skater and Olympic medalist Johnny Weir topped the judges' leaderboard in first place with his partner Britt Stewart.
Johnny and Britt received 29 out of 30 possible judges' points for a contemporary routine.
Nev and Jenna performed a quickstep routine, while Monica and Val danced the tango.
A whopping five celebrities tied for fifth place on the judges' leaderboard with 24 points: Actress Justina Machado, The Real co-host and fashion correspondent Jeannie Mai, Backstreet Boys member AJ McLean, Disney Channel actress Skai Jackson, and rapper Nelly.
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Justina and partner Sasha Farber danced a jazz routine, and Jeannie and partner Brandon Armstrong performed a jazz number.