{"url":"/task/anomaly-forecasting","name":"Anomaly Forecasting","slug":"anomaly-forecasting","description_markdown":"Anomaly forecasting is a critical aspect of modern data analysis, where the goal is to predict unusual patterns or behaviors in data sets that deviate from the norm. This process is vital across various fields, such as finance, cybersecurity, healthcare, and manufacturing, to preemptively identify and mitigate potential issues.","categories":[{"name":"Time Series","url":"/area/time-series"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":4,"papers_with_code":1,"benchmarks":0,"benchmark_tables_in_archive":0,"benchmark_tables_shown":0,"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":3,"subtasks":0,"parent_tasks":0},"benchmarks":[],"datasets":[{"url":"/dataset/supplygraph","name":"SupplyGraph","full_name":"SupplyGraph: A Benchmark Dataset for Supply Chain Planning using Graph Neural Networks","num_papers_in_archive":3},{"url":"/dataset/edeniss2020","name":"edeniss2020","full_name":"EDEN ISS 2020 Telemetry Dataset","num_papers_in_archive":2},{"url":"/dataset/hawk-annotation-dataset","name":"Hawk Annotation Dataset","full_name":"","num_papers_in_archive":1}],"subtasks":[],"parent_tasks":[],"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":1,"of":1,"tagged_in_all":4,"items":[{"url":"/paper/aa-forecast-anomaly-aware-forecast-for","title":"AA-Forecast: Anomaly-Aware Forecast for Extreme Events","date":"2022-08-21","arxiv_id":"2208.09933","repositories_listed":9,"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":0,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-24T18:15:14+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"}}