I want to make this absolutely clear, because I notice that around half of you decided to take the title literally and completely ignore the OP. I'll just give you the important part.
More elaboration: The specific kind of drums I hate the most are the higher-pitched kicks, especially short or cut-off ones. A good and resonate kick around 60 Hz is ideal for me, but if a song is full of beats that last under 1/8th note at 250 Hz, especially if they're louder than the rest of the song, I tend to end up with red streaks on the side of my head.
I hope this should clear things up. I don't hate
all drums as some of you seem to think think, and "I HATE DRUMS THAT ARE EXCEPTIONALLY LOUD, DON'T RESONATE FOR MORE THAN 1/8TH NOTE, OR ARE SIGNIFICANTLY HIGHER THAN 60 HZ" wouldn't make for a very good topic title. I was wrong to assume that everyone would read the OP.