Looking back, I think 2009 was my favorite one. There were a combination of external factors like it being the first E3 I saw live and I being much younger than now.
Still, 4-Player in Mario was new and mysterious (also the best looking 2D Mario ever), there was a sequel to the amazing Super Mario Galaxy and Metroid Other M looked badass as hell. The DS games all looked super fun.