{"url":"/dataset/well-being-dataset","name":"Well-being Dataset","full_name":"Cambridge Well-being Dataset for Psychological Distress Analysis","description_markdown":"The dataset is a private dataset collected for automatic analysis of psychological distress. It contains self-reported distress labels provided by human volunteers. The dataset consists of 30-min interview recordings of participants.","description_withheld":null,"homepage":"","introduced_date":"2020-10-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/looking-at-the-body-automatic-analysis-of","title":"Looking At The Body: Automatic Analysis of Body Gestures and Self-Adaptors in Psychological Distress","first_author":"Weizhe Lin","url":null},"license":{"name":"Private","url":null},"modalities":[{"name":"Videos","url":"/datasets/modality/videos"},{"name":"Audio","url":"/datasets/modality/audio"},{"name":"Time series","url":"/datasets/modality/time-series"},{"name":"Speech","url":"/datasets/modality/speech"}],"tasks":[{"name":"Depression Detection","url":"/task/depression-detection","datasets_with_task":"/datasets/task/depression-detection"},{"name":"Anxiety Detection","url":"/task/anxiety-detection","datasets_with_task":"/datasets/task/anxiety-detection"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Well-being Dataset"],"data_loaders":[{"repo":"https://github.com/HongQiong98/DepressionMap","url":"https://github.com/HongQiong98/DepressionMap","frameworks":["pytorch"]}],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/anxiety-detection-on-well-being-dataset","task":"Anxiety Detection","dataset_variant":"Well-being Dataset","rows":1,"metrics":["F1-score"],"first_row_in_archive_order":{"model":"Audio-visual DDA","paper":"/paper/looking-at-the-body-automatic-analysis-of","metrics":{"F1-score":"82.1"},"code_links":[{"title":"LinWeizheDragon/AutoFidgetDetection","url":"https://github.com/LinWeizheDragon/AutoFidgetDetection"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/looking-at-the-body-automatic-analysis-of","title":"Looking At The Body: Automatic Analysis of Body Gestures and Self-Adaptors in Psychological Distress","date":"2020-07-31","rows_on_this_dataset":1,"code_links":1,"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."}