Review access level only allows to view report name, not any data in the report unless the project/task/issue have been shared with the users. If objects cannot be shared with user, then the workaround is to run the report run with System Admin access to make the data available to the users.
It will be great to give view access to report data to users with Review access without having a dependency on sharing object.