So the one that is right, is the one we want to be?
Not sure what you mean by that. The point is, there are varying theories as to whether the earth's temperatures are warming or cooling on average, and by how much. Which means one of three things: the scientific community doesn't really know, different scientific groups have different agendas, or different groups are measuring different things in different ways which doesn't end up giving an overall picture.