multiple linear regression vs polynomial regression models

I am working on a marketing budget plan, i used both multiple linear regression and polynomial regression models. I am not sure if i can compare them based on rse and adjusted r squared, like choose a better model based on these two measures. If I can not, how should I find a better model ?