Delete function for custom attributes isn't working

The faq says I can delete custom attributes by entering the name of the attribute and leaving the value empty.

However when I return to the page edit screen the custom attribute is still there.

Thanks,

-Eric

http://wordpress.org/extend/plugins/custom-field-bulk-editor/