Eraserhead is definitely a fave of mine - I remember watching it with some friends a few years back and them being disturbed at how much of it I found really amusing …

Saw both Blue Velvet and Wild at Heart in theaters, Blue Velvet also remains a fave, but I found Wild at Heart aged less well … some of the over the top (for Lynch, even) stuff doesn't travel as well for me.