Quick Edit button disappearing

For some reason the Quick Edit button disappears when I go in to a document library in SharePoint Online.

It was available before and was a very useful feature, but now even though it's enabled in the advanced settings it's not allowing me access to it. It pops up momentarily and then goes again - weird!

Any ideas?