This feature has since been added to a Date field as a toggle option "Default to 'Current Date'".
However, in testing it for the first time now, I think I've found a critical bug where the field is ignoring specified time zone handling and is displaying the wrong date.
Note how when I create a new record, that the current date defaults to yesterday.