DrawBench

• comprehensive and challenging benchmark for text-to-image models
• With DrawBench, we compare Imagen with recent methods including VQGAN+CLIP, Latent Diffusion Models, and DALL-E, and find that human raters prefer Imagen over other models in side-by-side comparisons, both in terms of sample quality and image-text alignment