According to scientists working at the Monell Chemical Senses Center, the smell of cilantro usually produces a "love it" or "hate it" response.
William Nazaroff and Glenn Morrison at the University of California at Berkeley started doing experiments on carpet samples to see what the culprit was. They found a bunch of chemicals called aldehydes that were responsible for the nasty smell.