Hello,
Sorry for the confusion, I've talked about Evernote Desktop App running on Catalina. Somehow enabling/disabling dark mode in the OS had no affect to Evernote, but following this solution here, I was able to trigger dark mode to Evernote as well: https://www.techjunkie.com/exclude-app-dark-mode-macos-mojave/
Regards,
akos