If you have a Tumblr blog, can you help test an updated version of the importer? It uses their OAuth API, which requires you to create an application. It’s simple and the plugin walks you through it. Here’s the ZIP file to the beta version. You can report bugs on #22422.
Edit: The plugin has been released, the beta is over: http://wordpress.org/extend/plugins/tumblr-importer/