The new couple attended Monday night's taping of Dancing With the Stars, looking adorable as they watched contestants like Karamo Brown, Lauren Alaina and Hannah Brown perform during Movie Night.
The two were joined by Scott's brother, Drew Scott, who competed on season 25 of DWTS with Emma Slater, along with his wife, Linda Phan. At one point, they snapped a group photo with some of the other stars in the ballroom, like Queer Eye's Bobby Berk and Mary Wilson, who was the first celeb to go home this season.
A source confirmed Deschanel and Scott's romance to ET earlier this month, revealing their relationship was "still new." The pair met while filming Apple TV's Carpool Karaoke series with their siblings, Emily Deschanel and Drew Scott, and "started out as friends but then realized they liked each other." ET's source said at the time that the new pair had only been on a few dates, but were having a lot of fun together.
Deschanel's romance news came shortly after she announced her split from husband Jacob Pechenik after four years of marriage. The pair shares two children together, 4-year-old daughter Elise and 2-year-old son Charlie.