Yes, they can be huge, and for modalities like multiplex immunofluorescence with up to 20 channels, you're often dealing with very faint proteomic signals. Preserving that signal is critical, and compression can destroy it quickly.

CODEX can do up to 120 channels I think. They are also 16/32bit. They are usually just deflated