{"url":"/dataset/uscoco","name":"USCOCO","full_name":"Unexpected Situations of Common Objects in Context","description_markdown":"A test set of grammatically correct sentences and layouts (visual “imagined” situations), called Unexpected Situations of Common Objects in Context (USCOCO) describing compositions of entities and relations that are unlikely to be found in MS COCO.\r\n\r\nContains 2.4K (caption, layout) pairs, where a layout is a sequence of bounding boxes in COCO format (normalized to 1.0 image width and height).\r\n\r\nCan be used to test whether layout generation models generalize compositionally.","description_withheld":null,"homepage":"https://github.com/rubencart/USCOCO/","introduced_date":"2024-01-25","introduced_date_note":null,"introduced_by":{"paper":"/paper/explicitly-representing-syntax-improves","title":"Explicitly Representing Syntax Improves Sentence-to-layout Prediction of Unexpected Situations","first_author":"Wolf Nuyts","url":null},"license":{"name":"MIT","url":"https://github.com/rubencart/USCOCO/blob/main/LICENSE"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["USCOCO"],"data_loaders":[],"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."}