{"url":"/dataset/rhm","name":"RHM","full_name":"Rhm: Robot house multi-view human activity recognition dataset","description_markdown":"The Robot House Multi-View dataset (RHM) contains four views: Front, Back, Ceiling, and Robot Views. There are 14 classes with 6701 video clips for each view, making a total of 26804 video clips for the four views. The lengths of the video clips are between 1 to 5 seconds. The videos with the same number and the same classes are synchronized in different views.","description_withheld":null,"homepage":"https://robothouse-dev.herts.ac.uk/datasets/RHM/HAR-1/","introduced_date":"2024-02-07","introduced_date_note":null,"introduced_by":null,"license":{"name":"MIT","url":null},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Videos","url":"/datasets/modality/videos"},{"name":"Actions","url":"/datasets/modality/actions"},{"name":"RGB Video","url":"/datasets/modality/rgb-video"}],"tasks":[{"name":"Human Activity Recognition","url":"/task/human-activity-recognition","datasets_with_task":"/datasets/task/human-activity-recognition"}],"languages":[],"variants":["RHM"],"data_loaders":[{"repo":"https://github.com/Bamorovat/RHM_DualStreamC3D","url":"https://www.thinkmind.org/index.php?view=article&articleid=achi_2023_4_160_20077","frameworks":["pytorch"]},{"repo":"https://github.com/Bamorovat/RHM_OneView","url":"https://www.thinkmind.org/index.php?view=article&articleid=achi_2023_4_160_20077","frameworks":["pytorch"]}],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/human-activity-recognition-on-rhm","task":"Human Activity Recognition","dataset_variant":"RHM","rows":4,"metrics":["Accuracy (Top-1)"],"first_row_in_archive_order":{"model":"Dual-Stream C3D","paper":"/paper/robotic-vision-and-multi-view-synergy-action","metrics":{"Accuracy (Top-1)":"71.06"},"code_links":[{"title":"Bamorovat/RHM_DualStreamC3D","url":"https://github.com/Bamorovat/RHM_DualStreamC3D"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/robotic-vision-and-multi-view-synergy-action","title":"Robotic Vision and Multi-View Synergy: Action and activity recognition in assisted living scenarios","date":"2024-09-01","rows_on_this_dataset":3,"code_links":1,"syntology":null},{"paper":"/paper/rhm-robot-house-multi-view-human-activity","title":"RHM: Robot House Multi-view Human Activity Recognition Dataset","date":"2023-04-24","rows_on_this_dataset":1,"code_links":2,"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."}