I would argue that you got it the wrong way around. A 1x1px blank image is enough, anything more than that would be wasted space, even if its just a couple kilobytes
The only instance where regular size is neccessary is when the element requires hitbox (Buttons, circles). Other than that 1x1 is more than enough for invisible/transparent elements for the sake of filesize