Figure 1. Cosine similarity of patch feature from Cityscapes to
BDD100k.. We evaluate the similarity between the yellow star re-
gion in the Cityscapes image and all other regions in both images.
Compared to the EMA Teacher, DINOv2 generates semantically
stable features across domains, justifying the choice to use it for
feature alignment and as a frozen backbone for our labeller.