No, the elements that make a good game are Gameplay and Storyline. Graphics is just that - Graphics. Eye Candy. It contributes very little to the actual game, as long as the graphics are from this decade. The obsession with graphics is slowly killing quality gaming like a disease.
However, I don't see the tradeoff with gameplay, storyline, and graphics. They aren't mutually exclusive.