ping pong balls into your opponent's cups of beer. The first team to get rid of all of their opponent's cups wins. When a ball lands in one of the cups of beer the opposing team has to drink the beer.
This is very similar to the game known as Beirut. Due to this similar nature of these games many people call Beirut beer pong and generally when people say beer pong they are referring to Beirut.