{"url":"/dataset/atd-12k","name":"ATD-12K","full_name":null,"description_markdown":"**ATD-12K** is a large-scale animation triplet dataset, which comprises 12,000 triplets(train10k,test2k) by manually inspect and the test2k with rich annotations, including levels of difficulty, the Regions of Interest (RoIs) on movements, and tags on motion categories\r\n\r\nThe dataset collected from 30 series of movies(Is wild and modern) made by diversified producers, with a total duration of 25+ hours. total of 101 clips in two resolutions (i.e., 1920×1080, 1280×720)\r\n\r\n* Note that some triplet has subtitles, watermarking issues","description_withheld":null,"homepage":"https://github.com/lisiyao21/AnimeInterp","introduced_date":"2021-04-06","introduced_date_note":null,"introduced_by":{"paper":"/paper/deep-animation-video-interpolation-in-the","title":"Deep Animation Video Interpolation in the Wild","first_author":"Li SiYao","url":null},"license":{"name":"Unknown","url":null},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Video Frame Interpolation","url":"/task/video-frame-interpolation","datasets_with_task":"/datasets/task/video-frame-interpolation"}],"languages":[],"variants":["ATD-12K"],"data_loaders":[],"num_papers_in_archive":10,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/video-frame-interpolation-on-atd-12k","task":"Video Frame Interpolation","dataset_variant":"ATD-12K","rows":1,"metrics":["PSNR","SSIM"],"first_row_in_archive_order":{"model":"M2M-PWC","paper":"/paper/many-to-many-splatting-for-efficient-video","metrics":{"PSNR":"29.03","SSIM":"0.959"},"code_links":[{"title":"feinanshan/m2m_vfi","url":"https://github.com/feinanshan/m2m_vfi"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/many-to-many-splatting-for-efficient-video","title":"Many-to-many Splatting for Efficient Video Frame Interpolation","date":"2022-04-07","rows_on_this_dataset":1,"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."}