{"url":"/task/continuous-affect-estimation","name":"Continuous Affect Estimation","slug":"continuous-affect-estimation","description_markdown":null,"categories":[{"name":"Computer Vision","url":"/area/computer-vision"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":4,"papers_with_code":1,"benchmarks":2,"benchmark_tables_in_archive":3,"benchmark_tables_shown":3,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":3,"subtasks":0,"parent_tasks":0},"benchmarks":[{"leaderboard":"/sota/continuous-affect-estimation-on-affectnet-1","slug":"continuous-affect-estimation-on-affectnet-1","dataset":"AffectNet","dataset_url":"/dataset/affectnet","rows_in_archive":1,"metrics":["Concordance correlation coefficient (CCC)"],"first_row_in_archive_order":{"model":"BFsGP","paper_title":"Facial Geometric Feature Extraction for Dimensional Emotion Analysis Using Genetic Programming","paper_url":"/paper/facial-geometric-feature-extraction-for","paper_date":"2025-04-17","arxiv_id":null,"code_links":[],"syntology":null}},{"leaderboard":"/sota/continuous-affect-estimation-on-amigos","slug":"continuous-affect-estimation-on-amigos","dataset":"AMIGOS","dataset_url":"/dataset/amigos","rows_in_archive":1,"metrics":["CCC (Arousal)","CCC (Valence)","PCC (Arousal)","PCC (Valence)"],"first_row_in_archive_order":{"model":"Relational","paper_title":"Learning from Label Relationships in Human Affect","paper_url":"/paper/learning-from-label-relationships-in-human","paper_date":"2022-07-12","arxiv_id":"2207.05577","code_links":[{"title":"NickyFot/ACMMM22_LearningLabelRelationships","url":"https://github.com/NickyFot/ACMMM22_LearningLabelRelationships"}],"syntology":null}},{"leaderboard":null,"slug":"continuous-affect-estimation-on-affectnet","dataset":"AffectNet","dataset_url":"/dataset/affectnet","rows_in_archive":0,"metrics":["CCC (Arousal)","CCC (Valence)","RMSE (Valance)"],"first_row_in_archive_order":null}],"datasets":[{"url":"/dataset/affectnet","name":"AffectNet","full_name":"burak yılmaz","num_papers_in_archive":323},{"url":"/dataset/amigos","name":"AMIGOS","full_name":"AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups","num_papers_in_archive":33},{"url":"/dataset/nemo","name":"NEMO","full_name":"NEMO: A Database for Emotion Analysis Using Functional Near-Infrared Spectroscopy","num_papers_in_archive":0}],"subtasks":[],"parent_tasks":[],"papers":{"order":"repositories listed in the archive (desc), then date (desc); the archive holds no stars","population":"papers tagged with this task that list at least one repository in the archive","shown":1,"of":1,"tagged_in_all":4,"items":[{"url":"/paper/learning-from-label-relationships-in-human","title":"Learning from Label Relationships in Human Affect","date":"2022-07-12","arxiv_id":"2207.05577","repositories_listed":1,"syntology":null}],"syntology_records":0,"syntology_note":"a paper without a record is not a recorded non-run: it may lack an arXiv id or simply be absent from the graph layer"},"description_links":{"kept":0,"unwrapped_to_text":0,"bare_urls_linked":0,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per-sample execution status on synthesized fixtures ('ran N of M samples'); not a correctness claim and not a ranking signal.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"}},"not_shown":{"libraries":"the archive has no per-task library table","trend_sparklines":"the Trend column of the benchmarks table was a rendered image; it is not in the archive","social_and_latest_sorts":"stars and social signals are not in the archive"}}