The amount of sugar (and other sweeteners) we eat has actually gone down in the last 20 years, but we haven't seen a drop in obesity or other metabolic diseases at all.
My gut feeling is vegetable oils are another part of the problem. Unlike sugar, we keep eating more and more of them. And unlike sugar, we only started eating them around 100 years ago.
There are a few nutrition people talking about vegetable oils but it doesn't have the same mass consciousness as sugar. Maybe because there are still old school nutritionists telling us we should avoid saturated fats.