PosterIQ is the poster design benchmark released with PosterIQ: A Design Perspective Benchmark for Poster Understanding and Generation. It contains task-level evaluation data for poster understanding and poster generation from a design perspective, including typography, layout, OCR, composition, style, empty-space use, and design intention.
This Hugging Face loader exposes the upstream release as 24 task-level… See the full description on the dataset page: https://huggingface.co/datasets/creative-graphic-design/PosterIQ.