Run Ubuntu from SD Card on Android Tablet
There's a FAQ from when Ubuntu announced it was working on Ubuntu based tablets. There, they state:


  The only way to get an Ubuntu tablet is to buy a tablet built and supplied with Ubuntu by an OEM partner of Canonical


So I would say that Ubuntu is not, and will not, be capable of running on any existing Android tablet. Full FAQ can be found at Media FAQ For Press Pack: Tablet.