Thanks to work of @avorobey we now have experimental support for dark theme.
You can get it in latest pre-release version: https://www.sumatrapdfreader.org/prerelease
To use it:
Ctrl + K
to get Command Palette- type
next theme
to invokeSwitch to next theme command
To report issues: sumatrapdfreader/sumatrapdf#3429