{"url":"/dataset/oad-dataset","name":"OAD dataset","full_name":"The  Online Action Detection Dataset","description_markdown":"The Online Action Detection Dataset (OAD) was captured using the Kinect V2 sensor, which collects color images, depth images and human skeleton joints synchronously.  This dataset includes 59 long sequences and 10 actions.","description_withheld":null,"homepage":"https://www.icst.pku.edu.cn/struct/Projects/OAD.html","introduced_date":"2016-10-01","introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"3D","url":"/datasets/modality/3d"}],"tasks":[{"name":"Human Activity Recognition","url":"/task/human-activity-recognition","datasets_with_task":"/datasets/task/human-activity-recognition"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["OAD dataset"],"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/human-activity-recognition-on-oad-dataset","task":"Human Activity Recognition","dataset_variant":"OAD dataset","rows":3,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"ESTIE + VGG16 (transfer-learning)","paper":"/paper/enhanced-spatio-temporal-image-encoding-for","metrics":{"Accuracy":"95.22"},"code_links":[{"title":"nassimmokhtari/Enhanced-Spatio-Temporal-Image-Encoding","url":"https://github.com/nassimmokhtari/Enhanced-Spatio-Temporal-Image-Encoding"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/enhanced-spatio-temporal-image-encoding-for","title":"Enhanced Spatio- Temporal Image Encoding for Online Human Activity Recognition","date":"2023-12-15","rows_on_this_dataset":2,"code_links":1,"syntology":null},{"paper":"/paper/human-activity-recognition-a-spatio-temporal","title":"Human Activity Recognition: A Spatio-temporal Image Encoding of 3D Skeleton Data for Online Action Detection","date":"2020-02-08","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."}