Vlad Orion sets the first picture you give it as a wallpaper correctly, but doesn't for every picture afterwards for that browser session.
I found this out today:
So a workaround for now is while in Desktop & Screen Saver, switch to a different wallpaper mode (then switch back if "Fill Screen" was desired).