Because in our site, we have a form allow user search, so we need CSRF for any pages, I found that just some special link does not have this. This is some links I scanned:
/admin/home.aspx
/rest/sharelinks/1.0/link
/ScriptResource.axd
/admin/admin_login.aspx
/admin/login.aspx