Drake and Hailey Baldwin have sparked romance rumors after the two were spotted together on a dinner date at Ysabel in Los Angeles Tuesday. According to reports, the "Back to Back" rapper got cozy with Baldwin at his Memorial Day party Monday.

The 19-year-old model, who was most recently linked to Justin Bieber, was waiting for Drake at the West Hollywood hotspot, an eyewitness told Entertainment Tonight. The two reportedly appeared to be "totally engrossed in conversation" and were both "very smiley."

A source told People magazine that Drake and Baldwin got close during the Memorial Day party, which also saw some other new couples, including Kylie Jenner and rapper PartyNextDoor, and Khloé Kardashian and NFL star Odell Beckham Jr.

"They were having a lot of fun together and were very affectionate," the source reportedly said.

The "Views from the 6" rapper was also part of Baldwin's Snapchat video Monday evening, along with singer Madison Beer.

While Baldwin has earlier been romantically linked with Bieber, several rumors about Drake dating Rihanna had also surfaced.