Yes, I know the two points at the edge of my view from 2500ft. They are sixty miles apart. Each side must decline 1/2 mile to account for curvature commensurate with a 25,000 mile ball. There is not even a fraction off of level across the entire horizon.
There is (or "could well be" if you prefer), but the human eye (any human eye, not just the blind man's eye) is unable to see a 1 in 120 drop, especially not if the whole picture does not fit into your field of vision and if you have to move your head from left to right in order to see both ends of the 60 mile wide line.
I'll spell it out again: if you were standing 10 foot from a 0.11367 miles drop, yes, then you would see it. But if you were standing a hundred miles off you would NOT see it.