Let $F_n$ be the $n$ th Fermat number, $F_n:=2^{2^n}+1$.
I have been working with a similar question that reads: "Prove that no Fermat number is a perfect square." Where I found an answer that reads: "$F_0 $ and $F_1$ ($3$ and $5$ respectively) are clearly not perfect squares.
For $F_n$ where $n \ge 2$, $F_n \equiv 7 \pmod {10}$. However, only numbers that are congruent to $0, 1, 4, 5, 6$, or $9 \pmod {10}$ can be perfect squares."
I do not know if this is correct and if so how to use the same method to prove the same for a $3$ rd power integer.
Just to clarify, Fermat number is a number of the type $2^{2^n}+1$.
About the part that no Fermat number ($F_n$) is a perfect square, I think the reasoning provided is correct.
$F_n\equiv 7 \pmod {10}$ is true because of the following:
$F_n=2^{2^n}+1=(2^2)^{2^{n-1}}+1=(5-1)^{2^{n-1}}+1\equiv 2\pmod 5$ (Using binomial theorem).
Since $F_n$ is odd, $F_n\equiv 2 \pmod {5}\implies F_n \equiv 7 \pmod{10}$.
And since no square has $7$ as its last digit, $F_n$ can never be a perfect square.
However, cubes do attain every possible last digit so this same logic won't be able to show that $F_n$ is never a perfect cube.