IIRC they used to, but not anymore. They're implemented with a special Shadow DOM that's not accessible by the page but you can style some elements if the browser exposes them as psuedoelements.
i've seen safari and chrome (but not firefox) expose some form input components as shadow DOM (e.g., slots), but wasn't sure if it was actually reimplemented.