This is obviously connected to this issue which still remains as ‘Solved’ even though it is not:
No matter if the elements are above the fold or not, they flash for a brief moment before the animation starts. Adding delay does nothing, changing opacity to 0 makes the animation work well (the element doesn’t flash) but after the animation the element just disappears.