{"url":"/dataset/multi-dsprites","name":"Multi-dSprites","full_name":null,"description_markdown":"","description_withheld":null,"homepage":"https://github.com/deepmind/multi_object_datasets","introduced_date":"2019-01-22","introduced_date_note":null,"introduced_by":{"paper":"/paper/monet-unsupervised-scene-decomposition-and","title":"MONet: Unsupervised Scene Decomposition and Representation","first_author":"Christopher P. Burgess","url":null},"license":null,"modalities":[],"tasks":[{"name":"Image Generation","url":"/task/image-generation","datasets_with_task":"/datasets/task/image-generation"},{"name":"Unsupervised Object Segmentation","url":"/task/unsupervised-object-segmentation","datasets_with_task":"/datasets/task/unsupervised-object-segmentation"}],"languages":[],"variants":["Multi-dSprites"],"data_loaders":[{"repo":"https://github.com/deepmind/multi_object_datasets","url":"https://github.com/deepmind/multi_object_datasets","frameworks":["tf"]},{"repo":"https://github.com/JohannesTheo/multi_object_datasets_torch","url":"https://github.com/JohannesTheo/multi_object_datasets_torch","frameworks":["pytorch"]}],"num_papers_in_archive":31,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/image-generation-on-multi-dsprites","task":"Image Generation","dataset_variant":"Multi-dSprites","rows":1,"metrics":["FID"],"first_row_in_archive_order":{"model":"GENESIS","paper":"/paper/genesis-generative-scene-inference-and","metrics":{"FID":"24.9"},"code_links":[{"title":"applied-ai-lab/genesis","url":"https://github.com/applied-ai-lab/genesis"},{"title":"jinyangyuan/genesis","url":"https://github.com/jinyangyuan/genesis"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/genesis-generative-scene-inference-and","title":"GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations","date":"2019-07-30","rows_on_this_dataset":1,"code_links":2,"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."}