I have gone through some examples of using Remote Objects: https://developer.salesforce.com/docs/atlas.en-us.pages.meta/pages/pages_remote_objects.htm
Based on my understanding, it should be ajax calls, so the responding time can be a bit faster than actionfunction. But should be almost same thing as remote action. And the loading time might not be better.
Can someone explain the benefits of using that?