In general no, the optics in front of the displays creates the curved focal plane. In fact due to pin cushion effects of these optics, the corners of the displays are largely unused/invisible to the user.

See the lens distortion on page 37.

https://stanford.edu/class/ee267/lectures/lecture7.pdf