It looks like Zac Efron and Michelle Rodriguez are enjoying their time dating as the "Neighbors" star was spotted with an overnight bag leaving his rumored girlfriend's Los Angeles home on Sunday.

According to E! News, the new couple was seen enjoying a night out with pals on Saturday at Chateau Marmont. Zac Efron was also carrying a skateboard as he made his way out of the side entrance and headed to his car while he attempted to hide his face under a baseball hat.

An eyewitness revealed that Zac Efron and Michelle Rodriguez were hanging out in the back garden of the West Hollywood celebrity hot spot with a group that included "Twilight" actor Robert Pattinson.

Last week the actress was away from her rumored boyfriend in New York in order to celebrate her 36th birthday with other friends.

A source revealed that the "Fast and Furious 7" actress spent the night out partying with pals at Mister H in the Mondrian SoHo and that she seemed "very single" during her time in the city that never sleeps.

Rodriguez also took to Instagram to share a video of herself indulging in a chocolate cake with a candle stuck in it, captioning the funny clip, "Thanks for the Hotel BDay Chocolate fix I'm skipping lunch today lol ;)"

Despite their fun time together an insider said that the romance happening between Efron and the brunette beauty is simply a "summer fling." The source said, "They aren't dating per se, but I'm sure once they see each other again they might be all over each other again."

It is also said that the "That Awkward Moment" star spent Thursday through Sunday at the actress' home and friends were seen coming and going as Michelle left for work during the week while he hung out at her place.

An insider explained, "Michelle is super-cool and laid-back and Zac has always been attracted to her because of that," adding, "She's one of those people that everyone likes, she just gets on with all kinds of people and doesn't take the fame thing too seriously."

The source continued, "Zac likes the fact that she is laid-back and he can relate to her," adding, "He is attracted to her great attitude. They understand one another."

Check out photos of Zac Efron sneaking out of Michelle Rodriguez's place HERE.