{"url":"/dataset/uv6k","name":"UV6K","full_name":"Urban Vehicle Segmentation Dataset","description_markdown":"UV6K is a high-resolution remote sensing urban vehicle segmentation dataset.\r\n\r\n- Images: 6,313\r\n- Vehicle: 245,141\r\n- Resolution: 0.1m\r\n- Image Size: 1024x1024","description_withheld":null,"homepage":"https://zenodo.org/record/8404754","introduced_date":"2023-07-13","introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Image Segmentation","url":"/task/image-segmentation","datasets_with_task":"/datasets/task/image-segmentation"},{"name":"Satellite Image Classification","url":"/task/satellite-image-classification","datasets_with_task":"/datasets/task/satellite-image-classification"},{"name":"The Semantic Segmentation Of Remote Sensing Imagery","url":"/task/the-semantic-segmentation-of-remote-sensing","datasets_with_task":"/datasets/task/the-semantic-segmentation-of-remote-sensing"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["UV6K"],"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/the-semantic-segmentation-of-remote-sensing","task":"The Semantic Segmentation Of Remote Sensing Imagery","dataset_variant":"UV6K","rows":3,"metrics":["IoU (%)"],"first_row_in_archive_order":{"model":"FarSeg++@MiT-B2","paper":"/paper/farseg-foreground-aware-relation-network-for","metrics":{"IoU (%)":"66.4"},"code_links":[{"title":"Z-Zheng/FarSeg","url":"https://github.com/Z-Zheng/FarSeg"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/farseg-foreground-aware-relation-network-for","title":"FarSeg++: Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery","date":"2023-07-13","rows_on_this_dataset":3,"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."}