I notice that when I read katakana words that I haven't seen before, I have a pretty high probability of guessing the correct pitch accent. Much higher than guessing the pitch accent for kanji compounds or verbs.
There must be some subconscious pattern to katakana words that learners pick up after encountering them.
by CSachen