{"url":"/dataset/interhuman","name":"InterHuman","full_name":null,"description_markdown":"**InterHuman** is a multimodal dataset, named InterHuman. It consists of about 107M frames for diverse two-person interactions, with accurate skeletal motions and 16,756 natural language descriptions.\r\n\r\nSource: [InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions](https://arxiv.org/pdf/2304.05684v1.pdf)\r\n\r\nImage Source: [GitHub Repo: InterGen](https://github.com/tr3e/intergen)","description_withheld":null,"homepage":"https://github.com/tr3e/InterGen","introduced_date":"2023-04-12","introduced_date_note":null,"introduced_by":{"paper":"/paper/intergen-diffusion-based-multi-human-motion","title":"InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions","first_author":"Han Liang","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Motion Synthesis","url":"/task/motion-synthesis","datasets_with_task":"/datasets/task/motion-synthesis"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["InterHuman"],"data_loaders":[],"num_papers_in_archive":24,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/motion-synthesis-on-interhuman","task":"Motion Synthesis","dataset_variant":"InterHuman","rows":10,"metrics":["FID","R-Precision Top3","MMDist","MModality"],"first_row_in_archive_order":{"model":"InterMask","paper":"/paper/intermask-3d-human-interaction-generation-via","metrics":{"FID":"5.154","MMDist":"3.790","MModality":"1.737","R-Precision Top3":"0.683"},"code_links":[{"title":"gohar-malik/intermask","url":"https://github.com/gohar-malik/intermask"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/intermask-3d-human-interaction-generation-via","title":"InterMask: 3D Human Interaction Generation via Collaborative Masked Modelling","date":"2024-10-13","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/freemotion-a-unified-framework-for-number","title":"FreeMotion: A Unified Framework for Number-free Text-to-Motion Synthesis","date":"2024-05-24","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/in2in-leveraging-individual-information-to-1","title":"in2IN: Leveraging individual Information to Generate Human INteractions","date":"2024-04-15","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":3,"samples_ran":1,"samples_unverified":2,"pointer_only_for_licence":3,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/digital-life-project-autonomous-3d-characters","title":"Digital Life Project: Autonomous 3D Characters with Social Intelligence","date":"2023-12-07","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/intergen-diffusion-based-multi-human-motion","title":"InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions","date":"2023-04-12","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":1,"samples_ran":0,"samples_unverified":1,"pointer_only_for_licence":1,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/human-motion-diffusion-as-a-generative-prior","title":"Human Motion Diffusion as a Generative Prior","date":"2023-03-02","rows_on_this_dataset":1,"code_links":2,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":4,"samples_ran":1,"samples_unverified":3,"pointer_only_for_licence":2,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/role-aware-interaction-generation-from","title":"Role-Aware Interaction Generation from Textual Description","date":"2023-01-01","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/human-motion-diffusion-model","title":"Human Motion Diffusion Model","date":"2022-09-29","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":1,"samples_ran":1,"samples_unverified":0,"pointer_only_for_licence":1,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/temos-generating-diverse-human-motions-from","title":"TEMOS: Generating diverse human motions from textual descriptions","date":"2022-04-25","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":7,"samples_ran":5,"samples_unverified":2,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/generating-diverse-and-natural-3d-human","title":"Generating Diverse and Natural 3D Human Motions From Text","date":"2022-01-01","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":5,"samples_harvested":16,"samples_ran":8,"samples_unverified":8,"pointer_only_for_licence":7,"papers_with_no_sample_that_ran":1,"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."}