Seems like "the" would not be capitalized if we treat the Rock like a rock band, which is how one should treat the Rock in my opinion.
https://www.chicagomanualofstyle.org/qanda/data/faq/topics/CapitalizationTitles.html?page=1
TL;DR - Names of bands do not capitalize the, but album names do.