A stable liposomal formulation for ocular delivery of a carbonic anhydrase inhibitor. The formulation contains (i) a liposome that includes a lipid bilayer formed of a phosphatidylcholine, and (ii) a carbonic anhydrase inhibitor encapsulated in the liposome. Also provided is a method for treating an ocular disorder with the formulation.