Preprint Open access
OverLay++: Dense-Overlap Layout-to-Image Generation Dataset
Layout-to-Image generation has made substantial progress in spatial and object-level control. However, existing methods still struggle with complex scenes containing many overlapping and interacting objects. We argue that training data is a particular bottleneck: existing datasets lack examples with dense, complex obje …