The normal mode of password reset of wp blogs from user accounts doesnot works from phone. Every time i tried it the site babbled something about email and did not accepted the password.
The second option, that is their new addition i guess accepts the password and then most probably forgets.
As a result i am resetting my password every alternate day.
Thanks for THE PAIN guys!