{"url":"/dataset/brisc","name":"BRISC","full_name":"BRISC: Annotated Dataset for Brain Tumor Segmentation and Classification","description_markdown":"BRISC is a high-quality, expert-annotated MRI dataset curated for brain tumor segmentation and classification. It addresses common limitations in existing datasets (e.g., BraTS, Figshare), including class imbalance, narrow tumor focus, and annotation inconsistencies.","description_withheld":null,"homepage":"https://www.kaggle.com/datasets/briscdataset/brisc2025/","introduced_date":"2025-06-17","introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[],"tasks":[{"name":"Classification","url":"/task/classification-1","datasets_with_task":"/datasets/task/classification-1"},{"name":"Brain Tumor Segmentation","url":"/task/brain-tumor-segmentation","datasets_with_task":"/datasets/task/brain-tumor-segmentation"},{"name":"Brain Image Segmentation","url":"/task/brain-image-segmentation","datasets_with_task":"/datasets/task/brain-image-segmentation"},{"name":"Segmentation","url":"/task/segmentation","datasets_with_task":"/datasets/task/segmentation"},{"name":"MRI segmentation","url":"/task/mri-segmentation","datasets_with_task":"/datasets/task/mri-segmentation"},{"name":"Brain Tumor Classification","url":"/task/brain-tumor-classification","datasets_with_task":"/datasets/task/brain-tumor-classification"},{"name":"MRI classification","url":"/task/mri-classification","datasets_with_task":"/datasets/task/mri-classification"}],"languages":[],"variants":["BRISC"],"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/brain-tumor-segmentation-on-brisc","task":"Brain Tumor Segmentation","dataset_variant":"BRISC","rows":1,"metrics":["mIoU"],"first_row_in_archive_order":{"model":"Swin-HAFNey","paper":"/paper/brisc-annotated-dataset-for-brain-tumor","metrics":{"mIoU":"82"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/brisc-annotated-dataset-for-brain-tumor","title":"BRISC: Annotated Dataset for Brain Tumor Segmentation and Classification with Swin-HAFNet","date":"2025-06-17","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."}