{"url":"/sota/motion-synthesis-on-inter-x","task":{"name":"Motion Synthesis","url":"/task/motion-synthesis","note":null},"dataset":{"name":"Inter-X","url":"/dataset/inter-x"},"category":"Computer Vision","categories":["Computer Code","Computer Vision"],"category_note":null,"description":"Creating a video where people in the images move (such as blinking or smiling) requires specialized AI technology like Deepfake or Motion Synthesis, which I cannot do directly here.  \r\n\r\nHowever, if you want a video made from the images you provided, I can create an animated slideshow with cute effects and royalty-free background music. Would you be interested in this?","description_from":"task","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","rank":"the archive's row order at snapshot; not re-ranked","rows_end_at":"2025-07-28","rows_withheld_as_spam":0,"metric_values":"the archive's strings, untouched"},"metrics":["FID","R-Precision Top3","MMDist","MModality"],"metric_direction":{"note":"inferred from the metric name only (the archive records no direction); null = not inferred, chart draws points only","by_metric":{"FID":"lower","R-Precision Top3":"higher","MMDist":null,"MModality":null}},"counts":{"rows":6,"rows_with_code":6,"rows_with_paper_page":6,"rows_dated":6,"rows_using_additional_data":0},"rows":[{"rank_in_archive_order":1,"model":"InterMask","metrics":{"FID":"0.399","MMDist":"3.705","MModality":"2.261","R-Precision Top3":"0.705"},"uses_additional_data":false,"paper_date":"2024-10-13","paper":"/paper/intermask-3d-human-interaction-generation-via","paper_url":"https://arxiv.org/abs/2410.10010v2","paper_title":"InterMask: 3D Human Interaction Generation via Collaborative Masked Modelling","code":"https://github.com/gohar-malik/intermask","n_code_links":1,"syntology":null},{"rank_in_archive_order":2,"model":"InterGen","metrics":{"FID":"5.207","MMDist":"9.580","MModality":"3.686","R-Precision Top3":"0.429"},"uses_additional_data":false,"paper_date":"2023-04-12","paper":"/paper/intergen-diffusion-based-multi-human-motion","paper_url":"https://arxiv.org/abs/2304.05684v3","paper_title":"InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions","code":"https://github.com/tr3e/intergen","n_code_links":1,"syntology":{"n_ran":0,"n_unverified":1,"n_samples":1,"n_pointer_only_licence":1}},{"rank_in_archive_order":3,"model":"T2M","metrics":{"FID":"5.481","MMDist":"9.576","MModality":"2.761","R-Precision Top3":"0.396"},"uses_additional_data":false,"paper_date":"2022-01-01","paper":"/paper/generating-diverse-and-natural-3d-human","paper_url":"http://openaccess.thecvf.com//content/CVPR2022/html/Guo_Generating_Diverse_and_Natural_3D_Human_Motions_From_Text_CVPR_2022_paper.html","paper_title":"Generating Diverse and Natural 3D Human Motions From Text","code":"https://github.com/EricGuo5513/text-to-motion","n_code_links":1,"syntology":null},{"rank_in_archive_order":4,"model":"MDM","metrics":{"FID":"23.701","MMDist":"9.548","MModality":"3.490","R-Precision Top3":"0.426"},"uses_additional_data":false,"paper_date":"2022-09-29","paper":"/paper/human-motion-diffusion-model","paper_url":"https://arxiv.org/abs/2209.14916v2","paper_title":"Human Motion Diffusion Model","code":"https://github.com/guytevet/motion-diffusion-model","n_code_links":1,"syntology":{"n_ran":1,"n_unverified":0,"n_samples":1,"n_pointer_only_licence":1}},{"rank_in_archive_order":5,"model":"TEMOS","metrics":{"FID":"29.258","MMDist":"6.867","MModality":"0.672","R-Precision Top3":"0.238"},"uses_additional_data":false,"paper_date":"2022-04-25","paper":"/paper/temos-generating-diverse-human-motions-from","paper_url":"https://arxiv.org/abs/2204.14109v2","paper_title":"TEMOS: Generating diverse human motions from textual descriptions","code":"https://github.com/Mathux/TEMOS","n_code_links":1,"syntology":{"n_ran":5,"n_unverified":2,"n_samples":7,"n_pointer_only_licence":0}},{"rank_in_archive_order":6,"model":"ComMDM","metrics":{"FID":"29.266","MMDist":"6.870","MModality":"0.771","R-Precision Top3":"0.236"},"uses_additional_data":false,"paper_date":"2023-03-02","paper":"/paper/human-motion-diffusion-as-a-generative-prior","paper_url":"https://arxiv.org/abs/2303.01418v3","paper_title":"Human Motion Diffusion as a Generative Prior","code":"https://github.com/priormdm/priormdm","n_code_links":2,"syntology":{"n_ran":1,"n_unverified":3,"n_samples":4,"n_pointer_only_licence":2}}],"since_archive":{"present":false,"note":"No Syntology-extracted rows are published in this build."},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per row: N of M harvested code samples from that row's paper executed on a synthesized fixture; the other M-N are unverified. Not a reproduction of the row's number; not a correctness claim. n_pointer_only_licence counts samples the site points at rather than redistributes (a licence axis, independent of ran/unverified).","rows_with_graph_line":4,"rows_with_any_sample_ran":3,"distinct_papers_with_graph_line":4,"distinct_papers_with_any_sample_ran":3,"samples_over_distinct_papers":{"n_ran":7,"n_unverified":6,"n_samples":13,"n_pointer_only_licence":4,"note":"each paper (arXiv id) counted once, however many rows it is behind; this is the page-level figure"},"samples_row_weighted":{"n_ran":7,"n_unverified":6,"n_samples":13,"n_pointer_only_licence":4,"note":"row-weighted: a paper behind several rows is counted once per row; inflated relative to samples_over_distinct_papers by design, kept for readers summing the per-row syntology blocks"}}}