Previous/Next links in Galleries

Hi... The "previous" and "next" links on the attachment pages in my galleries bare little relationship to the actual "previous" and "next" images in the gallery. I would really value some assistance here. Example gallery page: Clicking on any image will show you that the "previous" and "next" links are incorrect. Thank you!