{"url":"/dataset/toplogo-10","name":"TopLogo-10","full_name":null,"description_markdown":"Collected from top 10 most popular clothing/wearable brandname logos captured in rich visual context.\r\n\r\nSource: [Deep Learning Logo Detection with Data Expansion by Synthesising Context](/paper/deep-learning-logo-detection-with-data)","description_withheld":null,"homepage":"http://www.eecs.qmul.ac.uk/~hs308/qmul_toplogo10.html/","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/deep-learning-logo-detection-with-data","title":"Deep Learning Logo Detection with Data Expansion by Synthesising Context","first_author":"Hang Su","url":null},"license":null,"modalities":[],"tasks":[{"name":"Incremental Learning","url":"/task/incremental-learning","datasets_with_task":"/datasets/task/incremental-learning"},{"name":"Traffic Sign Recognition","url":"/task/traffic-sign-recognition","datasets_with_task":"/datasets/task/traffic-sign-recognition"},{"name":"Metric Learning","url":"/task/metric-learning","datasets_with_task":"/datasets/task/metric-learning"},{"name":"One-Shot Learning","url":"/task/one-shot-learning","datasets_with_task":"/datasets/task/one-shot-learning"}],"languages":[],"variants":["TopLogo-10"],"data_loaders":[],"num_papers_in_archive":6,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/traffic-sign-recognition-on-toplogo-10","task":"Traffic Sign Recognition","dataset_variant":"TopLogo-10","rows":1,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"Sill-Net","paper":"/paper/sill-net-feature-augmentation-with-separated","metrics":{"Accuracy":"89.66"},"code_links":[{"title":"lanfenghuanyu/Sill-Net","url":"https://github.com/lanfenghuanyu/Sill-Net"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/sill-net-feature-augmentation-with-separated","title":"Sill-Net: Feature Augmentation with Separated Illumination Representation","date":"2021-02-06","rows_on_this_dataset":1,"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."}