Dropped by Ueno also when I went to Japan. Just to get some taste of it. We went to Ame-yoko (full of goodies, couldn't get any stuff though) then walked around the area for landmarks.
Walked to Shinobazu-ike, and found that it was covered by shitloads of lotus...
Takamori Saigo statue