It would depend on a few things, and quality control is one of them. On the-digital-picture the ISO crops are clearly better on canon, but photozone.de came to the opposite conclusions!
One is clear though - if you are going to be shooting primarily at 1/60 or slower in low light then Tamron does make a lot more sense if only for the IS.