It looks like Outlook & Calendar now have dark modes. Sadly, Tasks does not. Bummer. However, I am happy to see dark mode none-the-less.
I don't understand..now that OS X has the dark mode after being available for ages on Linux and as default in Windows 10, you see all the UIs offering a dark mode and offered as a feature.