{"url":"/dataset/shapenet-vipc","name":"ShapeNet-ViPC","full_name":null,"description_markdown":"A large-scale dataset for the point cloud completion task on the ShapeNet dataset.","description_withheld":null,"homepage":"https://github.com/Hydrogenion/ViPC","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/view-guided-point-cloud-completion","title":"View-Guided Point Cloud Completion","first_author":"Xuancheng Zhang","url":null},"license":null,"modalities":[],"tasks":[{"name":"Point Cloud Completion","url":"/task/point-cloud-completion","datasets_with_task":"/datasets/task/point-cloud-completion"}],"languages":[],"variants":["ShapeNet-ViPC"],"data_loaders":[],"num_papers_in_archive":9,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/point-cloud-completion-on-shapenet-vipc","task":"Point Cloud Completion","dataset_variant":"ShapeNet-ViPC","rows":3,"metrics":["Chamfer Distance"],"first_row_in_archive_order":{"model":"XMFNet","paper":"/paper/cross-modal-learning-for-image-guided-point","metrics":{"Chamfer Distance":"1.443"},"code_links":[{"title":"diegovalsesia/xmfnet","url":"https://github.com/diegovalsesia/xmfnet"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/cross-modal-learning-for-image-guided-point","title":"Cross-modal Learning for Image-Guided Point Cloud Shape Completion","date":"2022-09-20","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":11,"samples_ran":4,"samples_unverified":7,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/csdn-cross-modal-shape-transfer-dual","title":"CSDN: Cross-modal Shape-transfer Dual-refinement Network for Point Cloud Completion","date":"2022-08-01","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/view-guided-point-cloud-completion","title":"View-Guided Point Cloud Completion","date":"2021-04-12","rows_on_this_dataset":1,"code_links":0,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":1,"samples_harvested":11,"samples_ran":4,"samples_unverified":7,"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."}