According to EarthTrends, the following Middle Eastern countries had average consumption of less than 100 ml. per adult in 2003:
Yemen
Lybia
Kuwait
Iran
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Luxembourg generally consumes the most absolute alcohol per capita. but it is a small country so its total consumption is not large by world standards.