{"url":"/dataset/referitgame","name":"ReferItGame","full_name":"ReferItGame","description_markdown":"The ReferIt dataset contains 130,525 expressions for referring to 96,654 objects in 19,894 images of natural scenes.\r\n\r\nSource: [BiLingUNet: Image Segmentation by Modulating Top-Down and Bottom-Up Visual Processing with Referring Expressions](https://arxiv.org/abs/2003.12739)\r\nImage Source: [http://tamaraberg.com/referitgame/](http://tamaraberg.com/referitgame/)","description_withheld":null,"homepage":"http://tamaraberg.com/referitgame/","introduced_date":"2014-01-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/referitgame-referring-to-objects-in","title":"ReferItGame: Referring to Objects in Photographs of Natural Scenes","first_author":"Sahar Kazemzadeh","url":null},"license":{"name":"Unknown","url":null},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Semantic Segmentation","url":"/task/semantic-segmentation","datasets_with_task":"/datasets/task/semantic-segmentation"},{"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":["ReferItGame"],"data_loaders":[{"repo":"https://github.com/djiajunustc/TransVG","url":"https://github.com/djiajunustc/TransVG","frameworks":["pytorch"]}],"num_papers_in_archive":80,"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."}