{"url":"/dataset/ehe","name":"EHE","full_name":"Elderly Home Exercise","description_markdown":"Human Action Evaluation (HAE) has rarely been applied to real-world disease monitoring, the EHE dataset aims to gather sample data to validate effective HAE methods that could then be expanded on a larger validation scale. EHE consists of several actions from morning exercises that patients complete daily in the elderly home. The EHE dataset contained 869 action repetitions performed by 25 older people. Six exercises were collected for the EHE dataset via Kinect v2.","description_withheld":null,"homepage":"https://github.com/bruceyo/egcnplusplus/tree/main/EHE_dataset","introduced_date":"2021-06-21","introduced_date_note":null,"introduced_by":null,"license":{"name":"Attribution-NonCommercial 4.0 International","url":"https://github.com/bruceyo/egcnplusplus/blob/main/LICENSE"},"modalities":[{"name":"3D","url":"/datasets/modality/3d"}],"tasks":[{"name":"Action Assessment","url":"/task/action-assessment","datasets_with_task":"/datasets/task/action-assessment"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["EHE"],"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-assessment-on-ehe","task":"Action Assessment","dataset_variant":"EHE","rows":2,"metrics":["Prediction Accuracy"],"first_row_in_archive_order":{"model":"EGCN","paper":"/paper/egcn-an-ensemble-based-learning-framework-for","metrics":{"Prediction Accuracy":"82.41"},"code_links":[{"title":"bruceyo/EGCN","url":"https://github.com/bruceyo/EGCN"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/egcn-an-ensemble-based-learning-framework-for","title":"EGCN: An Ensemble-based Learning Framework for Exploring Effective Skeleton-based Rehabilitation Exercise Assessment","date":"2022-07-01","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/skeleton-based-human-action-evaluation-using","title":"Skeleton-based human action evaluation using graph convolutional network for monitoring Alzheimer’s progression","date":"2021-06-21","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."}