You can configure the sending and receiver details of each form under Contact → Edit a form → Mail (horizontal tab).
Please make sure the “To” and “From” settings contain the same email address. Also make sure only in the “From” field you wrap the email address in < > symbols. You can use the above screenshot as an example or:
From: [your-name] <firstname.lastname@example.org>