{"url":"/dataset/tmd","name":"TMD","full_name":"Text-Music-Dance","description_markdown":"The Text-Music-Dance (TMD) dataset establishes a pioneering benchmark comprising 2,153 text-music-motion pairs. Dance motions and corresponding text annotations are sourced from Motion-X, incorporating AIST++ and other datasets. For motion-text pairs lacking music, corresponding music is generated using Stable Audio Open with beat adjustment and validated through expert assessments, ensuring inter-rater reliability.","description_withheld":null,"homepage":"https://steve-zeyu-zhang.github.io/MotionAnything","introduced_date":"2025-03-10","introduced_date_note":null,"introduced_by":{"paper":"/paper/motion-anything-any-to-motion-generation","title":"Motion Anything: Any to Motion Generation","first_author":"Zeyu Zhang","url":null},"license":null,"modalities":[],"tasks":[{"name":"Motion Synthesis","url":"/task/motion-synthesis","datasets_with_task":"/datasets/task/motion-synthesis"}],"languages":[],"variants":["TMD"],"data_loaders":[],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/motion-synthesis-on-tmd","task":"Motion Synthesis","dataset_variant":"TMD","rows":1,"metrics":["FID","BAS","MModality","MMDist"],"first_row_in_archive_order":{"model":"Motion Anything","paper":"/paper/motion-anything-any-to-motion-generation","metrics":{"BAS":"0.2094","FID":"21.46","MMDist":"5.34","MModality":"2.424"},"code_links":[{"title":"steve-zeyu-zhang/MotionAnything","url":"https://github.com/steve-zeyu-zhang/MotionAnything"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/motion-anything-any-to-motion-generation","title":"Motion Anything: Any to Motion Generation","date":"2025-03-10","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."}