The best tool is the one that works and the one you have on hand, but if you've tried rubber bands and duct tape without any luck, it might be time something purpose-built. Screw extractor sets ...

or a screw extractor tool set. The method that works best for you will largely be determined by how deep the screw is lodged into the surface and the severity of the damage it has endured.