{"url":"/dataset/wifall","name":"WiFall","full_name":"Wireless Sensing Dataset for Fall Detection, Action Recognition and People ID Identification with ESP32-S3","description_markdown":"WiFall dataset contains data related to fall detection, action recognition and people id identification in a meeting room scenario. The dataset provides synchronised CSI, RSSI, and timestamp for each sample.","description_withheld":null,"homepage":"https://github.com/RS2002/KNN-MMD/tree/main/WiFall","introduced_date":"2024-12-06","introduced_date_note":null,"introduced_by":{"paper":"/paper/knn-mmd-cross-domain-wi-fi-sensing-based-on","title":"KNN-MMD: Cross Domain Wireless Sensing via Local Distribution Alignment","first_author":"Zijian Zhao","url":null},"license":null,"modalities":[{"name":"Time series","url":"/datasets/modality/time-series"}],"tasks":[{"name":"Action Recognition","url":"/task/action-recognition-in-videos","datasets_with_task":"/datasets/task/action-recognition-in-videos"},{"name":"Action Classification","url":"/task/action-classification","datasets_with_task":"/datasets/task/action-classification"},{"name":"Person Identification","url":"/task/person-identification","datasets_with_task":"/datasets/task/person-identification"},{"name":"Action Classification (1-shot)","url":"/task/action-classification-1-shot","datasets_with_task":"/datasets/task/action-classification-1-shot"}],"languages":[],"variants":["WiFall"],"data_loaders":[],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/action-classification-on-wifall","task":"Action Classification","dataset_variant":"WiFall","rows":1,"metrics":["Accuracy (% )"],"first_row_in_archive_order":{"model":"CSI-BERT2","paper":"/paper/mining-limited-data-sufficiently-a-bert","metrics":{"Accuracy (% )":"88.59"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/mining-limited-data-sufficiently-a-bert","title":"Mining Limited Data Sufficiently: A BERT-inspired Approach for CSI Time Series Application in Wireless Communication and Sensing","date":"2024-12-09","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."}