LayoutBench

LayoutBench is a diagnostic benchmark that examines 4 spatial control skills (number, position, size, shape), where each skill consists of 2 OOD layout splits, i.e., in total 8 tasks = 4 skills x 2 splits. To disentangle spatial control from other aspects of image generation, such as generating diverse objects, LayoutBench keeps the object configurations of CLEVR, and changes the spatial layouts.