XFCE's Dark panel mode broken

[fblais]

There's a problem with XFCE (4.18) 's panel Dark Mode. Whiskermenu (opened) is dark, but the panel itself stays light. When I hover the mouse over something on the panel, its background gets dark but gets back to light when the mouse is gone.