{"url":"/dataset/sketchy","name":"Sketchy","full_name":null,"description_markdown":"","description_withheld":null,"homepage":"https://github.com/deepmind/deepmind-research/tree/master/sketchy","introduced_date":"2019-09-26","introduced_date_note":null,"introduced_by":{"paper":"/paper/a-framework-for-data-driven-robotics","title":"Scaling data-driven robotics with reward sketching and batch reinforcement learning","first_author":"Serkan Cabi","url":null},"license":{"name":"Apache-2.0 License","url":"https://github.com/deepmind/deepmind-research/blob/master/LICENSE"},"modalities":[],"tasks":[{"name":"Image to sketch recognition","url":"/task/image-to-sketch-recognition","datasets_with_task":"/datasets/task/image-to-sketch-recognition"}],"languages":[],"variants":["Sketchy"],"data_loaders":[{"repo":"https://github.com/deepmind/deepmind-research","url":"https://github.com/deepmind/deepmind-research","frameworks":["tf"]}],"num_papers_in_archive":6,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/image-to-sketch-recognition-on-sketchy","task":"Image to sketch recognition","dataset_variant":"Sketchy","rows":2,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"rBTE (ResNet101)","paper":"/paper/edge-augmentation-for-large-scale-sketch","metrics":{"Accuracy":"57.2"},"code_links":[{"title":"nikosefth/im2rbte","url":"https://github.com/nikosefth/im2rbte"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/edge-augmentation-for-large-scale-sketch","title":"Edge Augmentation for Large-Scale Sketch Recognition without Sketches","date":"2022-02-26","rows_on_this_dataset":2,"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."}