{"url":"/dataset/kvasircapsule-seg","name":"KvasirCapsule-SEG","full_name":null,"description_markdown":"The dataset contains a Video capsule endoscopy dataset for polyp segmentation. \r\n\r\nThe dataset can be downloaded from here:\r\n\r\nhttps://www.kaggle.com/debeshjha1/kvasircapsuleseg\r\n\r\n\r\nhttps://www.dropbox.com/home/KvasirCapsule-SEG\r\n\r\nThe detail about the dataset can be found from \r\nhttps://arxiv.org/pdf/2104.11138.pdf","description_withheld":null,"homepage":"https://www.dropbox.com/home/KvasirCapsule-SEG","introduced_date":"2021-04-22","introduced_date_note":null,"introduced_by":{"paper":"/paper/nanonet-real-time-polyp-segmentation-in-video","title":"NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy","first_author":"Debesh Jha","url":null},"license":{"name":"Open access (free for academic purpose). Please cite the paper if you use it for your research.","url":"https://arxiv.org/pdf/2104.11138.pdf"},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Biomedical","url":"/datasets/modality/biomedical"},{"name":"Medical","url":"/datasets/modality/medical"},{"name":"Cad","url":"/datasets/modality/cad"}],"tasks":[{"name":"Semantic Segmentation","url":"/task/semantic-segmentation","datasets_with_task":"/datasets/task/semantic-segmentation"},{"name":"Medical Image Segmentation","url":"/task/medical-image-segmentation","datasets_with_task":"/datasets/task/medical-image-segmentation"},{"name":"Real-Time Semantic Segmentation","url":"/task/real-time-semantic-segmentation","datasets_with_task":"/datasets/task/real-time-semantic-segmentation"},{"name":"Colorectal Polyps Characterization","url":"/task/colorectal-polyps-characterization","datasets_with_task":"/datasets/task/colorectal-polyps-characterization"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["KvasirCapsule-SEG"],"data_loaders":[],"num_papers_in_archive":3,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/medical-image-segmentation-on-kvasircapsule","task":"Medical Image Segmentation","dataset_variant":"KvasirCapsule-SEG","rows":2,"metrics":["DSC","mIoU"],"first_row_in_archive_order":{"model":"NanoNet","paper":"/paper/nanonet-real-time-polyp-segmentation-in-video","metrics":{"DSC":"0.9493","mIoU":"0.9059"},"code_links":[{"title":"DebeshJha/NanoNet","url":"https://github.com/DebeshJha/NanoNet"},{"title":"reshalfahsi/NanoNet-PyTorch","url":"https://github.com/reshalfahsi/NanoNet-PyTorch"},{"title":"reshalfahsi/NanoNet","url":"https://github.com/reshalfahsi/NanoNet"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/nanonet-real-time-polyp-segmentation-in-video","title":"NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy","date":"2021-04-22","rows_on_this_dataset":1,"code_links":3,"syntology":null},{"paper":"/paper/resunet-an-advanced-architecture-for-medical","title":"ResUNet++: An Advanced Architecture for Medical Image Segmentation","date":"2019-11-16","rows_on_this_dataset":1,"code_links":6,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":4,"samples_ran":2,"samples_unverified":2,"pointer_only_for_licence":4,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":1,"samples_harvested":4,"samples_ran":2,"samples_unverified":2,"pointer_only_for_licence":4,"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."}