I don't know of any disadvantages, as far as i'm aware the only advantage is a closer minimal focusing distance.

There's a review that puts the sigma up against the canon and tamron equivalent here:


For me it came down to the sigma vs the tamron, the 17-55 canon was out of my expenditure range..