I already tried everything possible. I googled regarding the same and even I checked on this forum as well but yet can't find the exact solution to sign a message from blockchain wallet.

The method you said is only applicable for imported address and not the original address present on the wallet.
/quote]

Nope, I've tried on my own before posting to confirm it's possible. I'll do it again with a newly generated address and update this post with the screenshots