Logarithmic vs Nth root transformation of Image
Mathematicaly, inverse logarithm (or exponential) should indeed grow faster than powers, and logarithm is slower than roots... at infinity. Here, their range is limited to finite interval, so with proper scaling, you may observe such behaviors. I will come back later with numerical examples.