{"url":"/dataset/id-pattern-dataset","name":"Id Pattern Dataset","full_name":null,"description_markdown":"After defining a taxonomy of the main stone deterioration patterns and anomalies, we selected 354 highly representative images of stone-built heritage, offering them a careful selection of labels to choose from.","description_withheld":null,"homepage":"https://github.com/DCorradetti/REDAI_Id_Pattern/blob/main/README.md","introduced_date":"2024-06-05","introduced_date_note":null,"introduced_by":{"paper":"/paper/identification-of-stone-deterioration","title":"Identification of Stone Deterioration Patterns with Large Multimodal Models","first_author":"Daniele Corradetti","url":null},"license":{"name":"CC BY","url":null},"modalities":[],"tasks":[{"name":"Image Classification","url":"/task/image-classification","datasets_with_task":"/datasets/task/image-classification"},{"name":"2D Semantic Segmentation","url":"/task/2d-semantic-segmentation","datasets_with_task":"/datasets/task/2d-semantic-segmentation"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Id Pattern Dataset"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/image-classification-on-id-pattern-dataset","task":"Image Classification","dataset_variant":"Id Pattern Dataset","rows":3,"metrics":["Percentage correct"],"first_row_in_archive_order":{"model":"Claude 3 Opus","paper":"/paper/identification-of-stone-deterioration","metrics":{"Percentage correct":"24.3%"},"code_links":[{"title":"dcorradetti/redai_id_pattern","url":"https://github.com/dcorradetti/redai_id_pattern"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/identification-of-stone-deterioration","title":"Identification of Stone Deterioration Patterns with Large Multimodal Models","date":"2024-06-05","rows_on_this_dataset":3,"code_links":1,"syntology":null}],"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."}