Most "Agile" proponents think of Waterfall as diagram 1 from the Waterfall paper, when in fact diagram 1 was the process Waterfall aimed to replace. It mostly gets used as a straw man process to oppose, few people seem to have ever read the Waterfall paper to begin with.
https://guides.18f.gov/agile/18f-agile-approach/