It's really a matter of preference. I personally would be happy if my PDFs would automatically display in "dark mode" (not that I expect that to be implemented). Perhaps browsers just need a setting to toggle this.
On Linux I use MuPDF which can also invert. (Although this isn't really "dark mode", since most PDF documents are black text on white, it gets the job done.)
