The Man With the Golden Arm: gritty Otto Preminger film, with Sinatra as a heroin addict fresh out of jail, trying (unsuccessfully) to stay clean. It has a great jazz score.

It's been awhile since I saw So Came Running. Mainly I remember that Sinatra plays a cynical writer type who becomes friends with a gambling alcoholic (played by Dean Martin).