For women of normal weight before pregnancy, the weight gain during pregnancy should be about 11-16 kg. Underweight women would need to gain about 13-18 kg.
Remember that all weight gain in pregnancy is not directly due to the developing baby (foetus). In fact, a fair amount of the weight gain may be due to fatty deposits.