I have the exact same problem at
www.chaniaweb.com (when you go there on an iphone that is)
With Highslide and using the lightbox effect of Phocagallery. In both cases the image dissapears as soon as you 'touch' the thumbnail. I've tried all different iphone and global settings, but nothing worked.