got to Tools>Page Info (in firefox)
you can see all the media on that page. It only loads up the current image and one image on either side for multi image posts.
Alternatively append: media/?size=l
to the URL which will display the first image in full res.
Yeah this IS all a pain in the ass. But if there's something you really like, it is possible to save.