{"url":"/dataset/dhb-dataset","name":"DHB Dataset","full_name":"Dynamic Human Bodies Dataset","description_markdown":"Dynamic Human Bodies dataset (DHB), containing 10 point cloud sequences from the MITAMA dataset and 4 from the 8IVFB dataset.  \r\nThe sequences in DHB record 3D human motions with large and non-rigid deformation in real world.  \r\nThe overall dataset contains more than 3000 point cloud frames. And each frame has 1024 points.","description_withheld":null,"homepage":"https://github.com/ZENGYIMING-EAMON/IDEA-Net","introduced_date":"2022-03-22","introduced_date_note":null,"introduced_by":null,"license":{"name":"GPL-3.0 license","url":"https://github.com/ZENGYIMING-EAMON/IDEA-Net/blob/main/LICENSE"},"modalities":[{"name":"Point cloud","url":"/datasets/modality/point-cloud"}],"tasks":[{"name":"3D Point Cloud Interpolation","url":"/task/3d-point-cloud-interpolation","datasets_with_task":"/datasets/task/3d-point-cloud-interpolation"}],"languages":[],"variants":["DHB Dataset"],"data_loaders":[],"num_papers_in_archive":4,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/3d-point-cloud-interpolation-on-dhb-dataset","task":"3D Point Cloud Interpolation","dataset_variant":"DHB Dataset","rows":5,"metrics":["CD","EMD"],"first_row_in_archive_order":{"model":"NeuralPCI","paper":"/paper/neuralpci-spatio-temporal-neural-field-for-3d","metrics":{"CD":"0.54","EMD":"3.68"},"code_links":[{"title":"ispc-lab/neuralpci","url":"https://github.com/ispc-lab/neuralpci"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/neuralpci-spatio-temporal-neural-field-for-3d","title":"NeuralPCI: Spatio-temporal Neural Field for 3D Point Cloud Multi-frame Non-linear Interpolation","date":"2023-03-27","rows_on_this_dataset":5,"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."}