Evince on Linux is by far the best program I've found for reading large PDFs. It's worth the trouble to setup a VM or WSL just to run Evince if you're not natively on Linux.
I don't know if it ever got fixed. I stopped using Linux around the time when it was introduced, and having had to revert to using xpdf for browsing large PDFs like it was 1994 again was part of why I ragequit :-(.
It took some time for it to land though and not without the kind of discussions that you see on the Gnome bug tracker. It was pretty disheartening.
I like it so much in fact that I've been looking for a linux alternative and haven't been satisfied yet. I will try evince though.