{"url":"/dataset/ted-talks","name":"TED-talks","full_name":null,"description_markdown":"In order to create the TED-talks dataset,  3,035 YouTube videos were downloaded using the \"TED talks\" query. From these initial candidates, videos in which the upper part of the person is visible for at least 64 frames, and the height of the person bounding box was at least 384 pixels were selected. Static videos were manually filtered out and videos in which a person is doing something other than presenting.\r\n\r\nImage source: [https://arxiv.org/pdf/2104.11280v1.pdf](https://arxiv.org/pdf/2104.11280v1.pdf)","description_withheld":null,"homepage":"https://snap-research.github.io/articulated-animation/","introduced_date":"2021-04-22","introduced_date_note":null,"introduced_by":{"paper":"/paper/motion-representations-for-articulated-1","title":"Motion Representations for Articulated Animation","first_author":"Aliaksandr Siarohin","url":null},"license":{"name":"CC BY-NC-ND 4.0","url":"https://creativecommons.org/licenses/by-nc-nd/4.0/"},"modalities":[{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Video Reconstruction","url":"/task/video-reconstruction","datasets_with_task":"/datasets/task/video-reconstruction"}],"languages":[],"variants":["TED-talks"],"data_loaders":[],"num_papers_in_archive":13,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/video-reconstruction-on-ted-talks","task":"Video Reconstruction","dataset_variant":"TED-talks","rows":2,"metrics":["AED","AKD","L1","MKR"],"first_row_in_archive_order":{"model":"Siarohin et al.","paper":"/paper/motion-representations-for-articulated-1","metrics":{"AED":"0.114","AKD":"3.75","L1":"0.026","MKR":"0.007"},"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":"2026-09-25T09:33:49+00:00","samples_harvested":6,"samples_ran":3,"samples_unverified":3,"pointer_only_for_licence":5,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}}],"syntology_totals":{"read_at":"2026-09-25T09:33:49+00:00","papers_with_samples":1,"samples_harvested":6,"samples_ran":3,"samples_unverified":3,"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."}