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Or any kind of product other than plants producing edible oil. Maybe lentils and soy and wheat.

I'd imagine the honor of "most efficient yield" would belong to root vegetables like sugar beets, yams or potatoes

I believe it does, particularly if you use techniques like potato boxes (I haven't tried these yet so not sure how effective they are.)