{"url":"/dataset/pisc","name":"PISC","full_name":"People in Social Context","description_markdown":"The People in Social Context (PISC) dataset is a dataset that focuses on social relationships. It consists of 22,670 images of 9 types of social relationships. It has annotations for the bounding boxes of all people, as well as the social relationship between all pairs of people in the images. In addition, it also contains occupation annotation. \r\n\r\nSource: [PISC](https://zenodo.org/record/1059155)","description_withheld":null,"homepage":"https://zenodo.org/record/1059155","introduced_date":"2017-08-02","introduced_date_note":null,"introduced_by":{"paper":"/paper/dual-glance-model-for-deciphering-social","title":"Dual-Glance Model for Deciphering Social Relationships","first_author":"Junnan Li","url":null},"license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/legalcode"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Visual Social Relationship Recognition","url":"/task/visual-social-relationship-recognition","datasets_with_task":"/datasets/task/visual-social-relationship-recognition"},{"name":"Relational Reasoning","url":"/task/relational-reasoning","datasets_with_task":"/datasets/task/relational-reasoning"},{"name":"Graph Generation","url":"/task/graph-generation","datasets_with_task":"/datasets/task/graph-generation"}],"languages":[],"variants":["PISC"],"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/visual-social-relationship-recognition-on","task":"Visual Social Relationship Recognition","dataset_variant":"PISC","rows":5,"metrics":["mAP","mAP (Coarse)"],"first_row_in_archive_order":{"model":"GRITv2-L","paper":"/paper/gritv2-efficient-and-light-weight-social","metrics":{"mAP":"80.7","mAP (Coarse)":"87.8"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/gritv2-efficient-and-light-weight-social","title":"GRITv2: Efficient and Light-weight Social Relation Recognition","date":"2024-03-11","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/graph-based-social-relation-reasoning","title":"Graph-Based Social Relation Reasoning","date":"2020-07-15","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-25T09:33:49+00:00","samples_harvested":3,"samples_ran":2,"samples_unverified":1,"pointer_only_for_licence":3,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/multi-granularity-reasoning-for-social","title":"Multi-Granularity Reasoning for Social Relation Recognition from Images","date":"2019-01-10","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/deep-reasoning-with-knowledge-graph-for","title":"Deep Reasoning with Knowledge Graph for Social Relationship Understanding","date":"2018-07-02","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/dual-glance-model-for-deciphering-social","title":"Dual-Glance Model for Deciphering Social Relationships","date":"2017-08-02","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-25T09:33:49+00:00","papers_with_samples":1,"samples_harvested":3,"samples_ran":2,"samples_unverified":1,"pointer_only_for_licence":3,"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."}