Physical Graffiti for me.
I really like III (especially Immigrant Song and Since I've Been Loving You) but there are far too many strong songs for me to ignore on PG, which is probably my favourite double album by anyone. Disc one alone is a tour de force, with classics like Custard Pie, In Time Of Dying and Kashmir.