While they have a lot of chemistry and a close bond, they never cross that line romantically.
Mark develops deep feelings for Lexie, but their relationship remains platonic throughout the series. Their dynamic is complicated by the fact that Mark is significantly older than Lexie, and she is initially hesitant to pursue anything more than a friendship.
They do share several romantic moments, but ultimately, their relationship remains purely platonic.