{"url":"/dataset/posterlayout","name":"PosterLayout","full_name":null,"description_markdown":"PKU PosterLayout, which consists of 9,974 poster-layout\r\npairs and 905 images, i.e., non-empty canvases. Each layout is represented by a set of elements labeled with class\r\nand bounding box. We collect data from multiple sources to\r\nguarantee diversity and variety in content, domain, and layout, supporting it as a challenging benchmark expected to\r\nencourage further research. Besides the dataset, we propose\r\nand clearly define new metrics to accompany the old ones,\r\na total of eight graphic and content-aware metrics. They\r\nevaluate the layouts in terms of utilization, non-occlusion,\r\nand aesthetics. Both quantitative results and visualized results show that the proposed approach outperforms other approaches by generating proper layouts on diverse canvases.","description_withheld":null,"homepage":"","introduced_date":"2023-03-28","introduced_date_note":null,"introduced_by":{"paper":"/paper/posterlayout-a-new-benchmark-and-approach-for","title":"PosterLayout: A New Benchmark and Approach for Content-aware Visual-Textual Presentation Layout","first_author":"HsiaoYuan Hsu","url":null},"license":null,"modalities":[],"tasks":[],"languages":[],"variants":["PosterLayout"],"data_loaders":[],"num_papers_in_archive":8,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}