I can name a dozen people who, for anyone in my field, are extremely famous - to the point of if you meet and talk to them at a conference, it'll be the talk of the lab for weeks afterwards and everyone will gush about how cool it is that you got to meet them and talk to them.

If I walk two corridors over - still in my department, but just a slightly different aspect of the field - they won't even recognize the name.