The City Lights scene Charlie Chaplin filmed 342 times

Although Chaplin was, apparently, known as King of the Retake, this took the cake. The YouTube clip is from a DVD release from Criterion, whose treatments of classic films (especially commentary and extras) are the most sought after by cinemaphiles.