I agree, but I gotta give it to them that it works great with javascript disabled. Becomes a normal, vertical-scroll website. Better that with javascript in my opinion.
I did that for many years but got fed up of landing on blogs that would display a blank page because you absolutely need javascript to render a few paragraphs of text in a browser.
Maybe it should be a vertical scroll site no matter what? What does horizontal scrolling add?