{"url":"/dataset/mow","name":"MOW","full_name":"3D dataset of humans Manipulating Objects in-the-Wild","description_markdown":"3D dataset of humans Manipulating Objects in-the-Wild (MOW). The dataset contains 512 images in the wild, spanning 121 object categories with annotation of instance category, 3D object models, 3D hand pose, and object pose annotation.","description_withheld":null,"homepage":"https://zhec.github.io/rhoi/","introduced_date":"2020-12-17","introduced_date_note":null,"introduced_by":{"paper":"/paper/reconstructing-hand-object-interactions-in","title":"Reconstructing Hand-Object Interactions in the Wild","first_author":"Zhe Cao","url":null},"license":null,"modalities":[],"tasks":[{"name":"Dense contact estimation","url":"/task/dense-contact-estimation","datasets_with_task":"/datasets/task/dense-contact-estimation"}],"languages":[],"variants":["MOW"],"data_loaders":[],"num_papers_in_archive":12,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/dense-contact-estimation-on-mow","task":"Dense contact estimation","dataset_variant":"MOW","rows":4,"metrics":["Precision","Recall","F1-Score"],"first_row_in_archive_order":{"model":"HACO","paper":"/paper/2505-11152","metrics":{"F1-Score":"0.531","Precision":"0.525","Recall":"0.632"},"code_links":[{"title":"dqj5182/HACO_RELEASE","url":"https://github.com/dqj5182/HACO_RELEASE"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/2505-11152","title":"Learning Dense Hand Contact Estimation from Imbalanced Data","date":"2025-05-16","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/deco-dense-estimation-of-3d-human-scene-1","title":"DECO: Dense Estimation of 3D Human-Scene Contact In The Wild","date":"2023-09-26","rows_on_this_dataset":1,"code_links":2,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":12,"samples_ran":7,"samples_unverified":5,"pointer_only_for_licence":12,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/capturing-and-inferring-dense-full-body-human-1","title":"Capturing and Inferring Dense Full-Body Human-Scene Contact","date":"2022-06-20","rows_on_this_dataset":1,"code_links":2,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":1,"samples_ran":1,"samples_unverified":0,"pointer_only_for_licence":1,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/populating-3d-scenes-by-learning-human-scene","title":"Populating 3D Scenes by Learning Human-Scene Interaction","date":"2020-12-21","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":1,"samples_ran":1,"samples_unverified":0,"pointer_only_for_licence":1,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":3,"samples_harvested":14,"samples_ran":9,"samples_unverified":5,"pointer_only_for_licence":14,"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."}