{"url":"/dataset/vfr-447","name":"VFR-447","full_name":null,"description_markdown":"A synthetic dataset containing 447 typefaces with only one font variation for each typeface, created for visual font recognition.\r\n\r\n> Each class in VFR-447 and VFR-2420 has 1,000 synthetic word images, which are evenly split into 500 training and 500 testing. There are no common words between the training and testing images.\r\n\r\n> To model the realistic use cases, we add moderate distortions and noise to the synthetic data.","description_withheld":null,"homepage":"","introduced_date":"2014-06-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/large-scale-visual-font-recognition","title":"Large-Scale Visual Font Recognition","first_author":"Guang Chen","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Font Recognition","url":"/task/font-recognition","datasets_with_task":"/datasets/task/font-recognition"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["VFR-447"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/font-recognition-on-vfr-447","task":"Font Recognition","dataset_variant":"VFR-447","rows":1,"metrics":["Top 1 Accuracy","Top 10 Accuracy","Top 5 Accuracy"],"first_row_in_archive_order":{"model":"LFE (FS, template model size 2048)","paper":"/paper/large-scale-visual-font-recognition","metrics":{"Top 1 Accuracy":"91.35","Top 10 Accuracy":"99.62","Top 5 Accuracy":"98.80"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/large-scale-visual-font-recognition","title":"Large-Scale Visual Font Recognition","date":"2014-06-01","rows_on_this_dataset":1,"code_links":0,"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."}