Personally, I draw an arbitrary line between fish and chicken intelligence.

This is true for most people except that pigs are smarter than dogs and many people won't eat dog meat.

Relative intelligence is difficult to measure. Would I eat a person if they were actually dumber than a chicken?

In a survival situation, not having a choice, sure. I would eat the dumb person before the smart dog. That is a strange thing to say though..