Make sure that you are logged in and web dav bundle is enabled.
I am logged in and WebDAV is enabled.
Hmm .. Do you see any JS error ? Check it using firebug or any dev tool.
Problem Solved. It was Internet Explorer. Works perfectly fine in Chrome!
Thanks for your help.