{"url":"/dataset/vizwiz-qualityissues","name":"VizWiz-QualityIssues","full_name":null,"description_markdown":"A large-scale dataset that links the assessment of image quality issues to two practical vision tasks: image captioning and visual question answering.\r\n\r\nSource: [Assessing Image Quality Issues for Real-World Problems](/paper/assessing-image-quality-issues-for-real-world)","description_withheld":null,"homepage":"https://vizwiz.org/tasks-and-datasets/image-quality-issues/","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/assessing-image-quality-issues-for-real-world","title":"Assessing Image Quality Issues for Real-World Problems","first_author":"Tai-Yin Chiu","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Question Answering","url":"/task/question-answering","datasets_with_task":"/datasets/task/question-answering"},{"name":"Visual Question Answering (VQA)","url":"/task/visual-question-answering","datasets_with_task":"/datasets/task/visual-question-answering"},{"name":"Image Captioning","url":"/task/image-captioning","datasets_with_task":"/datasets/task/image-captioning"}],"languages":[],"variants":["VizWiz-QualityIssues"],"data_loaders":[],"num_papers_in_archive":2,"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."}