Method: reorganization energy. Strong back bonding in BF3 stabilizes the planar form, so pyramidalizing on adduct formation costs more energy, disfavoring reaction with a base. BBr3 has weakest back bonding, so pyramidalization costs least, favoring reaction.
\[\boxed{\text{BBr}_3 > \text{BCl}_3 > \text{BF}_3}\]