DiCaprio, who seems to own a never-ending collection of college sports hats, went incognito, hiding his famous face behind large sunglasses. But Rihanna couldn't help but shine like a diamond, wearing sparkly oversized lenses, hoop earrings and a flashy choker.
The unlikely duo have a history of stirring up romance rumors dating all the way back to a Playboy Mansion party before the Golden Globes last January, where they were allegedly spotted making out.
DiCaprio attended the "Work" singer's birthday bash the following month to ring in Rihanna's 27th. According to E! Online, they also reunited at a Paris nightclub in the beginning of 2016, and spent time together in New York this past February.
Although neither has confirmed or denied reports of their romance, from all appearances both are currently single. DiCaprio separated from girlfriend Kelly Rohrbach in January, while Rihanna continues to confuse us with her "relationship" with frequent collaborator Drake.
Whatever their status, we know one thing: the couple that vapes together, stays together.