Is beauty standard by human only true for human?

Lets say some Aliens species came around and came across the most beautiful human being objectively by human standard. Do they find it beautiful or its judt one of those thing where to other races all asian look the same (I’m asian myself)
We find some cat cute and some ugly. say i were a male cat who have extreme lookism and try to find mates, would I choose the cat I found cute as a human, or they have completely like different standards people can’t understand