DiT features lag U-Net because noise rides the main path: long skip connections bypass it and lift mid-layer quality
A controlled from-scratch comparison shows that adding long skip connections to a DiT improves its intermediate features across semantic correspondence, segmentation and depth, and the gain survives even when generation quality is matched by FID.