This will not last, since the chrome plating has broken down. It is possible to polish the underlying bare steel until it looks like chrome. However, it will rust again almost immediately.
In the steam locomotive era, many locomotives had connecting rods to the drive wheels made of bare cast iron. The railroad had someone polish them frequently to keep them shiny.