Hey Nithin, yes can confirm this is only happening on the homepage editor. When I visit the page on the internet after it is published the form is in-fact there.
This is the link to the theme I am using. https://www.ads-software.com/themes/blockpress/
Not sure what addition information would be most helpful. Please let me know if I can provide anything
Best,
The234357