Why theoretical value and experimental value(multisim) of voltage gain in common source amp for T model are different?
Because the transconductance of your FET is not exactly defined. Slight variations in the production lead to slight variations in the specifications.

BTW: the unit is not mho, but Siemens (abbreviated with a capital S).