Weird results on side face input

I am testing the restoration results based on pretrained DFDNet and get a weird results on side face as the network's input.

The following is the input and output:

We cam find undesirable gray color on the face. Does anyone else also confront this problem? Dose it mean that the model is sensitive to the input face orientation?