Flixplor
Flixplor is a Flickr photo explorer with an emphasis on navigation through clicking on appealing photos in order to find more appealing photos. It currently requires Flickr authentication, so you will need a Flickr/Yahoo! account. If you'd like to try it, click through to sign into Flickr/Yahoo!, authorize Flixplor, and proceed to have fun.