Graphic beauty is pretty much contextual. In it's context (limited by PS2 hardware, streaming the data and with everything going on and physics calculated ) it's very nice graphics.
If we look at the graphic itself without considering anything else but comparing to what can be done on ANY other hardware of this world, it indeed look like shit. In this logic, every PS2 game look like total shit.