Chris Evans & Minka Kelly Share a Smooch

updated 10/02/2012 AT 5:00 PM ET

originally published 10/02/2012 AT 6:30 PM ET

Chris Evans and Minka Kelly are starting October off on the right foot.

Kelly, 32 – who was spotted arm-in-arm with Wilmer Valderrama in April – was photographed sharing a passionate kiss with Evans, 31, on Monday in front of Hugo’s Tacos in L.A.’s Studio City.

The pair, who reportedly dated in 2007, appear obviously cozy in the shot. Last month, reports surfaced that the exes had rekindled their romance.

Kelly split from her longtime beau, baseball star Derek Jeter, last year.

A rep for both stars says she doesn’t comment on her clients’ personal lives.

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