{"url":"/task/li-ion-state-of-health-estimation","name":"Li-ion State of Health Estimation","slug":"li-ion-state-of-health-estimation","description_markdown":"Prediction of a Li-ion's state of health","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":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":0},"benchmarks":[{"leaderboard":"/sota/li-ion-state-of-health-estimation-on-nasa-li","slug":"li-ion-state-of-health-estimation-on-nasa-li","dataset":"NASA Li-ion Dataset","dataset_url":"/dataset/nasa-li-ion-dataset","rows_in_archive":1,"metrics":["mean absolute error"],"first_row_in_archive_order":{"model":"SambaMixer","paper_title":"SambaMixer: State of Health Prediction of Li-ion Batteries using Mamba State Space Models","paper_url":"/paper/sambamixer-state-of-health-prediction-of-li","paper_date":"2024-10-31","arxiv_id":"2411.00233","code_links":[{"title":"sascha-kirch/samba-mixer","url":"https://github.com/sascha-kirch/samba-mixer"}],"syntology":null}}],"datasets":[{"url":"/dataset/nasa-li-ion-dataset","name":"NASA Li-ion Dataset","full_name":"","num_papers_in_archive":2}],"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":2,"of":2,"tagged_in_all":2,"items":[{"url":"/paper/narx-transformer-a-dynamic-model-for","title":"NARX Transformer: A Dynamic Model for Leveraging Multicycle Data in Long-Term Battery State of Health Estimation","date":"2024-09-16","arxiv_id":null,"repositories_listed":2,"syntology":null},{"url":"/paper/sambamixer-state-of-health-prediction-of-li","title":"SambaMixer: State of Health Prediction of Li-ion Batteries using Mamba State Space Models","date":"2024-10-31","arxiv_id":"2411.00233","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":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"}}