From left to right: Andrew Garfield in "The Social Network," "The Amazing Spider-Man," and "Tick, Tick ... Boom!"Columbia Pictures; Columbia Pictures; Netflix Andrew Garfield is known for roles in films like "The Social Network" and "The Amazing Spider-Man." He stars in the new romantic drama "We Live in Time" alongside Florence Pugh. Here are all of the films Garfield appeared in, ranked according to critics' scores on Rotten Tomatoes. Andrew Garfield is a Tony-winning, two-time Oscar nominee whose performances have captured the attention of critics for years.