The upper 2% IQ refers to the individuals whose IQ scores are in the top 2% of the population. This typically starts at an IQ of 130 or above. People with IQs in this range are often classified as Gifted or Very Superior and may be eligible for membership in organizations like Mensa, which requires an IQ in the top 2%.