Follow next steps to setup a contact page.
Step 1 – Go to admin Dashboard -> Pages -> Add New
Step 2 – Set page name & select from Page Attributes -> Template -> Contact Page
Notice: you don’t need to add any content in Visual Editor.
Step 3 – Go to Dashboard -> Appearance -> Customize -> Contact & add contact details.
Voila you have set up your contact page.