New couple alert! It looks like Chris Evans and Lily Collins are an item.

US Weekly confirmed the news and reported that the two are still in the early stages of their relationship. "It's just the beginning stages," a source told the magazine. "But they're having a lot of fun and seeing where it goes."

The Captain America star and The Mortal Instruments: City of Bones actress met at the Vanity Fair Oscars party last month. Chris looked suave in a dark blue Gucci tux while Lily, 25, rocked a pixie 'do and wore a Zuhair Murad Couture floor-length gown.

A great-looking match, the two have both dated other A-listers in the past. Chris, 33, once dated Jessica Biel and, more recently, Minka Kelly. Meanwhile Lily has been linked to her Mortal Instruments co-star Jamie Campbell Bower, Taylor Lautner and Zac Efron. Her most recent link was to Australian actor Thomas Cocquerel in February 2014.