{"url":"/dataset/sunys","name":"SunYs","full_name":"Lungvesselct","description_markdown":"","description_withheld":null,"homepage":"","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[],"tasks":[{"name":"Pulmonary Artery–Vein Classification","url":"/task/pulmonary-arteryvein-classification","datasets_with_task":"/datasets/task/pulmonary-arteryvein-classification"}],"languages":[],"variants":["SunYs"],"data_loaders":[{"repo":"https://github.com/BaojunZhangLoveLife/MedicalImageProcessing","url":"https://github.com/BaojunZhangLoveLife/MedicalImageProcessing","frameworks":[]}],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/pulmonary-arteryvein-classification-on-sunys","task":"Pulmonary Artery–Vein Classification","dataset_variant":"SunYs","rows":3,"metrics":["Accuracy (median)"],"first_row_in_archive_order":{"model":"CNN-GCNt","paper":"/paper/linking-convolutional-neural-networks-with","metrics":{"Accuracy (median)":"0.778"},"code_links":[{"title":"chushan89/Linking-CNN-GCN","url":"https://github.com/chushan89/Linking-CNN-GCN"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/linking-convolutional-neural-networks-with","title":"Linking convolutional neural networks with graph convolutional networks: application in pulmonary artery-vein separation","date":"2019-09-01","rows_on_this_dataset":2,"code_links":1,"syntology":null},{"paper":"/paper/pulmonary-arteryvein-classification-in-ct","title":"Pulmonary Artery–Vein Classification in CT Images Using Deep Learning","date":"2018-05-04","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."}