{"url":"/dataset/rpcd","name":"RPCD","full_name":"Reddit Photo Critique Dataset","description_markdown":"The Reddit Photo Critique Dataset (RPCD) contains tuples of image and photo critiques. RPCD consists of __74K images__ and __220K comments__ and is collected from a Reddit community used by hobbyists and professional photographers to improve their photography skills by leveraging constructive community feedback.\r\n\r\nThe proposed dataset differs from previous aesthetics datasets mainly in three aspects, namely\r\n\r\n* the large scale of the dataset and the extension of the comments criticizing different aspects of the image;\r\n* it contains mostly UltraHD images;\r\n* it can easily be extended to new data as it is collected through an automatic pipeline.","description_withheld":null,"homepage":"https://zenodo.org/record/6985507#.YvZ3bxuxVp8","introduced_date":"2022-06-17","introduced_date_note":null,"introduced_by":{"paper":"/paper/understanding-aesthetics-with-language-a","title":"Understanding Aesthetics with Language: A Photo Critique Dataset for Aesthetic Assessment","first_author":"Daniel Vera Nieto","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Image Captioning","url":"/task/image-captioning","datasets_with_task":"/datasets/task/image-captioning"},{"name":"Aesthetics Quality Assessment","url":"/task/aesthetics-quality-assessment","datasets_with_task":"/datasets/task/aesthetics-quality-assessment"},{"name":"Aesthetic Image Captioning","url":"/task/aesthetic-image-captioning","datasets_with_task":"/datasets/task/aesthetic-image-captioning"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["RPCD"],"data_loaders":[{"repo":"https://github.com/mediatechnologycenter/aestheval","url":"https://github.com/mediatechnologycenter/aestheval","frameworks":["pytorch"]}],"num_papers_in_archive":1,"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."}