TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering

ArXi:2604.24459v1 Announce Type: new Despite recent advances in text-to-image generation, models still struggle to accurately render prompt-specified text with correct spatial layout -- especially in multi-span, structured settings. This challenge is driven not only by the lack of datasets that align prompts with the exact text and layout expected in the image, but also by the absence of effective metrics for evaluating layout quality. To address these issues, we