Do rice cookers bake good cakes?
I haven't done it myself, but since the "goodness" of a cake is largely subjective, I think you should try it and see what happens.

Be scientific about it: if you don't like it, change a variable and try again. 

A cursory search on youtube might also help. Here is one I found:
Zojirushi Mother's Day Cake