{"url":"/dataset/mpi3d-disentanglement","name":"MPI3D Disentanglement","full_name":null,"description_markdown":"A data-set which consists of over one million images of physical 3D objects with seven factors of variation, such as object color, shape, size and position.\r\n\r\nSource: [On the Transfer of Inductive Bias from Simulation to the Real World: a New Disentanglement Dataset](/paper/on-the-transfer-of-inductive-bias-from)","description_withheld":null,"homepage":"https://github.com/rr-learning/disentanglement_dataset","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/on-the-transfer-of-inductive-bias-from","title":"On the Transfer of Inductive Bias from Simulation to the Real World: a New Disentanglement Dataset","first_author":"Muhammad Waleed Gondal","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Disentanglement","url":"/task/disentanglement","datasets_with_task":"/datasets/task/disentanglement"}],"languages":[],"variants":["MPI3D Disentanglement"],"data_loaders":[{"repo":"https://github.com/nmichlo/disent","url":"https://github.com/nmichlo/disent","frameworks":["pytorch"]},{"repo":"https://github.com/rr-learning/disentanglement_dataset","url":"https://github.com/rr-learning/disentanglement_dataset","frameworks":[]}],"num_papers_in_archive":11,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"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."}