The Best Web Application Scanner Finds 15.3% of Vulnerabilities
……and lots more interesting facts besides in this report.
http://www.virtualforge.de/whitepapers/web_scanner_benchmark.pdf
This was topical for me as it came up again in conversation at the OWASP meeting in Brussels.