I assume due mainly to the cost to consumers. http://en.wikipedia.org/wiki/Mobile_phone_spam#Criminality_a...
If we were charged on the amount of emails received, it might be illegal to receive spam through that as well :p
Why was it possible to make SMS spam, but not email, illegal?