Solved!
Changed settings in "Extras/ Behavior of windows on other desktop" from Copy window.... to Switch to....

When configuring any of the desktops with a unic background picture all other desktops are getting the same background. This makes it hard to easy see which desktop you are using. I am using Windows 10 and have two monitors. Windows default selected as background mode