Crawl Stat Errors - Removed/Still Showing?

I have used Google's removal tool to remove dead links to posts I
deleted in my blog BUT in Google sitemaps the errors stills show. Will
the errors in sitemaps reflect this and clear at someone point? It
looks very messy and I am concerned that Google will devalue my site
because of all these errors.

Thanks,

Aaron