Really depends. Assuming the room is mostly reflective, absorption.
You can kind of, poorly, simulate diffusion with absorption by using relatively small abosrbers (2’ x 2’ or smaller) and scattering them instead of making large solid areas.
So, I'd chose absorption over diffusion for this sake.