Guess I am too old, I only know one of those - beer pong, of course that is an extension of the first true drinking game, quarters.
My favorite drinking game was Mexico. You need dice and shaker cup for the dice. It is a gambling game of chance and bluffing. I could sit here and try to explain but it is too difficult to explain. I liked it because you had to think and gamble, strategy. If you got beat, you had to take a shot of the hard stuff - not for the weak.
If you got 21, Mexico was the 21st state, then you beat what ever was rolled before you and could give the shot to anyone you wanted to. You would pull up your cup for all to see and yell Mexicoooooooooo. Loved that game.