Can't revert back to the default app icon after changing it via developer dashboard

I have uploaded a custom app icon via developer dashboard, now the app listing in the Snap Store and on the website is not showing any icon at all:

How do I undo this? I tried clicking the trashcan to delete the custom icon, but it does not revert back to the icon defined by the .desktop file (a blank icon is used instead).