The best performance is that of Maggie Cheung in In the Mood for Love (perfectly exquisite, and even understated/reserved), while my favorite performance is that of Marlon Wayans in Requiem for a Dream. It's the only respectable role I've seen of his, and he is beautiful.
The best theme song is that of In the Mood for Love... enjoy.