I found the solution. Add CAPTCHA option is for Un-Authorised users, while I was testing as an Authorised user. Once I tested as unAuthorised user it start appearing as expected.
Besides this, you can also Select/Tick "Show Captcha for Authenticated Users" if you want to add Captcha option for Authenticated users.
Thanks