Taylor Swift and Calvin Harris don't have plans to go out of style. After rumors circulated that the pair may have broken up, they took their appearance in public up a notch by being seen with another famous couple.

As reported by E! Online, the "Style" singer and DJ had a double date in Beverly Hills last week with Jason Statham and Rosie Huntington-Whiteley.

The "Style" singer was seen leaving the restaurant minus her DJ boyfriend. She also made her exit separate from Jason Statham and Rosie Huntington-Whiteley. Insiders revealed though that the foursome did dine together with the DJ opting to make a discreet exit to avoid the media.

With Taylor Swift's "1989" tour ending soon, Hollywood Life reiterated that she and Calvin Harris may be spending more low-key nights together soon.

"They are looking forward to a handful of nights dining in and lounging in pajamas, watching movies and hanging with her cats," an insider told the source above recently. "They want to do the homebody thing and not really go anywhere since she has been traveling for her tour, she just wants to be home with friends and family and of course Calvin."

It was only last month when rumors blew up that the "Style" singer and the DJ split. But even then, insiders pointed out that the gossip was nonsense.

"They are happy and going strong," a source told People magazine then. 

Even Swift's pal Selena Gomez denied the breakup rumors and even advised the public to stop believing in the gossip.

Taylor Swift and Calvin Harris first made their relationship public during the 2015 Billboard Music Awards. But since the couple have both been busy with both their careers, rumors circulated that the romance may be over. Swift herself though seemed to have confirmed that they continue to be stronger than ever when she shared a photo of her cat that reportedly being watched over by Harris for the meantime.