{"url":"/task/calving-front-delineation-in-synthetic-1","name":"Calving Front Delineation In Synthetic Aperture Radar Imagery With Fixed Training Amount","slug":"calving-front-delineation-in-synthetic-1","description_markdown":"Delineating the calving front of a marine-terminating glacier in synthetic aperture radar (SAR) imagery. This can, for example, be done through Semantic Segmentation. For this task, the CaFFe dataset set (https://paperswithcode.com/dataset/caffe) needs to be used. Moreover, the epoch number needs to be fixed to an amount such that each network sees 150 times the number of pixels in CaFFe's training set.","categories":[{"name":"Computer Vision","url":"/area/computer-vision"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":2,"papers_with_code":2,"benchmarks":1,"benchmark_tables_in_archive":1,"benchmark_tables_shown":1,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":1,"subtasks":0,"parent_tasks":1},"benchmarks":[{"leaderboard":"/sota/calving-front-delineation-in-synthetic-1","slug":"calving-front-delineation-in-synthetic-1","dataset":"CaFFe","dataset_url":"/dataset/caffe","rows_in_archive":3,"metrics":["Mean Distance Error"],"first_row_in_archive_order":{"model":"AMD-HookNet","paper_title":"AMD-HookNet for Glacier Front Segmentation","paper_url":"/paper/amd-hooknet-for-glacier-front-segmentation","paper_date":"2023-02-06","arxiv_id":"2302.02744","code_links":[{"title":"riverna/amd-hooknet","url":"https://github.com/riverna/amd-hooknet"}],"syntology":null}}],"datasets":[{"url":"/dataset/caffe","name":"CaFFe","full_name":"CAlving Fronts and where to Find thEm","num_papers_in_archive":2}],"subtasks":[],"parent_tasks":[{"url":"/task/calving-front-delineation-in-synthetic","name":"Calving Front Delineation In Synthetic Aperture Radar Imagery"}],"papers":{"order":"repositories listed in the archive (desc), then date (desc); the archive holds no stars","population":"papers tagged with this task that list at least one repository in the archive","shown":2,"of":2,"tagged_in_all":2,"items":[{"url":"/paper/amd-hooknet-for-glacier-front-segmentation","title":"AMD-HookNet for Glacier Front Segmentation","date":"2023-02-06","arxiv_id":"2302.02744","repositories_listed":1,"syntology":null},{"url":"/paper/calving-fronts-and-where-to-find-them-a","title":"Calving fronts and where to find them: a benchmark dataset and methodology for automatic glacier calving front extraction from synthetic aperture radar imagery","date":"2022-09-22","arxiv_id":null,"repositories_listed":1,"syntology":null}],"syntology_records":0,"syntology_note":"a paper without a record is not a recorded non-run: it may lack an arXiv id or simply be absent from the graph layer"},"description_links":{"kept":0,"unwrapped_to_text":0,"bare_urls_linked":1,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-25T09:33:49+00:00","claim":"Per-sample execution status on synthesized fixtures ('ran N of M samples'); not a correctness claim and not a ranking signal.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"}},"not_shown":{"libraries":"the archive has no per-task library table","trend_sparklines":"the Trend column of the benchmarks table was a rendered image; it is not in the archive","social_and_latest_sorts":"stars and social signals are not in the archive"}}