As per Census 2011, Kanpur is the most populous city in Uttar Pradesh (approx. 2,920,496), followed by Lucknow (2,902,920), Ghaziabad (2,375,820), and Agra (1,760,285). Therefore, the correct descending order of population is: Kanpur, Lucknow, Ghaziabad, Agra, which corresponds to II, IV, I, III.
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