Why not block the scammers?

Closing your eBay account is not going to stop the scam emails

They have nothing to do with eBay and will keep on coming if you do not 'block sender'

People who have never had an eBay account get similar scam emails 

Close your account by all means (no idea why 'delete account' is not working, but be aware the emails will not stop because you do