{"url":"/dataset/sketchycoco","name":"SketchyCOCO","full_name":null,"description_markdown":"SketchyCOCO dataset consists of two parts:\r\n\r\n**Object-level data**\r\n\r\nObject-level data contains $20198(train18869+val1329)$ triplets of {foreground sketch, foreground image, foreground edge map} examples covering 14 classes, $27683(train22171+val5512)$ pairs of {background sketch, background image} examples covering 3 classes.\r\n\r\n**Scene-level data**\r\n\r\nScene-level data contains $14081(train 11265 + val 2816)$ pairs of {foreground image&background sketch, scene image} examples, $14081(train 11265 + val 2816)$ pairs of {scene sketch, scene image} examples and the segmentation ground truth for $14081(train 11265 + val 2816)$ scene sketches. Some val scene images come from the train images of the COCO-Stuff dataset for increasing the number of the val images of the SketchyCOCO dataset.\r\n\r\nSource: [https://github.com/sysu-imsl/SketchyCOCO](https://github.com/sysu-imsl/SketchyCOCO)\r\n\r\nImage source: [https://arxiv.org/pdf/2003.02683v5.pdf](https://arxiv.org/pdf/2003.02683v5.pdf)","description_withheld":null,"homepage":"https://github.com/sysu-imsl/SketchyCOCO","introduced_date":"2020-03-05","introduced_date_note":null,"introduced_by":{"paper":"/paper/image-generation-from-freehand-scene-sketches","title":"SketchyCOCO: Image Generation from Freehand Scene Sketches","first_author":"Chengying Gao","url":null},"license":{"name":"Custom","url":"https://github.com/sysu-imsl/SketchyCOCO#licensing"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Sketch-to-Image Translation","url":"/task/sketch-to-image-translation","datasets_with_task":"/datasets/task/sketch-to-image-translation"}],"languages":[],"variants":["SketchyCOCO"],"data_loaders":[{"repo":"https://github.com/sysu-imsl/SketchyCOCO","url":"https://github.com/sysu-imsl/SketchyCOCO","frameworks":[]}],"num_papers_in_archive":16,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/sketch-to-image-translation-on-sketchycoco","task":"Sketch-to-Image Translation","dataset_variant":"SketchyCOCO","rows":2,"metrics":["FID","Accuracy","Human (%)"],"first_row_in_archive_order":{"model":"AODB (full)","paper":"/paper/adversarial-open-domain-adaption-for-sketch","metrics":{"Accuracy":"38.3%","FID":"58.8","Human (%)":"29.00"},"code_links":[{"title":"Mukosame/Anime2Sketch","url":"https://github.com/Mukosame/Anime2Sketch"},{"title":"Mukosame/AODA","url":"https://github.com/Mukosame/AODA"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/adversarial-open-domain-adaption-for-sketch","title":"Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis","date":"2021-04-12","rows_on_this_dataset":1,"code_links":2,"syntology":null},{"paper":"/paper/image-generation-from-freehand-scene-sketches","title":"SketchyCOCO: Image Generation from Freehand Scene Sketches","date":"2020-03-05","rows_on_this_dataset":1,"code_links":2,"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."}