Musicals: Singin In The Rain
It does all the things I usually hate in musicals, yet it's completely awesome.
Superhero films: Hellboy I & II
Part of it is because of Del Toro's visual direction. But a lot of it is also because, for a movie billed based on the main character has an episode, it's really an emotional story about humans treating non-humans like crap.