I have some issue

I find some question in this paper.The First ,there is a color matching error in the a diagram in the paper,The color upside down of Detail Enc and Decoder in bottom right . The second ,I trained the given network twice according to the source code, and after testing it did not achieve the effect in the paper. I hope to get your reply.