{"url":"/dataset/mgif","name":"MGif","full_name":null,"description_markdown":"MGif is a dataset of videos containing movements of different cartoon animals. Each video is a moving gif file. The dataset consists of 1000 videos. The dataset\r\nis particularly challenging because of the high appearance variation and motion diversity. \r\n\r\nSource: [](https://arxiv.org/pdf/1812.08861.pdf)","description_withheld":null,"homepage":"https://github.com/AliaksandrSiarohin/monkey-net","introduced_date":"2018-12-20","introduced_date_note":null,"introduced_by":{"paper":"/paper/animating-arbitrary-objects-via-deep-motion","title":"Animating Arbitrary Objects via Deep Motion Transfer","first_author":"Aliaksandr Siarohin","url":null},"license":{"name":"Unknown","url":null},"modalities":[{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Video Reconstruction","url":"/task/video-reconstruction","datasets_with_task":"/datasets/task/video-reconstruction"}],"languages":[],"variants":["MGif"],"data_loaders":[{"repo":"https://github.com/AliaksandrSiarohin/monkey-net","url":"https://github.com/AliaksandrSiarohin/monkey-net","frameworks":["pytorch"]}],"num_papers_in_archive":14,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/video-reconstruction-on-mgif","task":"Video Reconstruction","dataset_variant":"MGif","rows":2,"metrics":["L1"],"first_row_in_archive_order":{"model":"Siarohin et al.","paper":"/paper/motion-representations-for-articulated-1","metrics":{"L1":"0.0206"},"code_links":[{"title":"AliaksandrSiarohin/first-order-model","url":"https://github.com/AliaksandrSiarohin/first-order-model"},{"title":"snap-research/articulated-animation","url":"https://github.com/snap-research/articulated-animation"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/motion-representations-for-articulated-1","title":"Motion Representations for Articulated Animation","date":"2021-04-22","rows_on_this_dataset":2,"code_links":2,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":6,"samples_ran":2,"samples_unverified":4,"pointer_only_for_licence":5,"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":1,"samples_harvested":6,"samples_ran":2,"samples_unverified":4,"pointer_only_for_licence":5,"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."}