<gallery> File:Image_Not_Found.jpg </gallery>
In PHP this generates a span containing Image Not Found.jpg whereas in Parsoid it generates File:Image_Not_Found.jpg
Including the namespace prefix is consistent with image syntax, so if we want to change the gallery output in this way I wouldn't complain, but you could also argue that in a gallery context the prefix is not necessary. Either way the title should be normalised to remove underscores for readability and word-wrapping issues.