Bad results when testing

I train the model on 2975 images from the cityscapes dataset with the following command: python train.py --name label2city_512p_feat_cityscapes --instance_feat The outputs I get during the training seem fine:

But when I test the model (on images from the training set) I get:

Does anyone has an idea of why it happens?