{"url":"/dataset/mp-100","name":"MP-100","full_name":"Mulit-category Pose Dataset","description_markdown":"The first large-scale pose dataset containing objects of multiple super-categories, termed Multi-category Pose (MP-100).\r\nIn total, MP-100 dataset covers 100 subcategories and 8 super-categories.\r\nOver 18K images and 20K annotations are collected from several popular 2D pose datasets, including COCO, 300W, AFLW, OneHand10K, DeepFasion2, AP-10K, MacaquePose, Vinegar Fly, Desert Locust,  CUB-200, CarFusion, AnimalWeb and Keypoint-5","description_withheld":null,"homepage":"https://github.com/luminxu/Pose-for-Everything","introduced_date":"2022-07-21","introduced_date_note":null,"introduced_by":{"paper":"/paper/pose-for-everything-towards-category-agnostic","title":"Pose for Everything: Towards Category-Agnostic Pose Estimation","first_author":"Lumin Xu","url":null},"license":{"name":"Apache 2.0 license","url":"https://github.com/luminxu/Pose-for-Everything/blob/main/LICENSE"},"modalities":[],"tasks":[{"name":"2D Pose Estimation","url":"/task/2d-pose-estimation","datasets_with_task":"/datasets/task/2d-pose-estimation"}],"languages":[],"variants":["MP-100"],"data_loaders":[],"num_papers_in_archive":12,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/2d-pose-estimation-on-mp-100","task":"2D Pose Estimation","dataset_variant":"MP-100","rows":6,"metrics":["Mean PCK@0.2 - 1shot","Mean PCK@0.2 - 5shot"],"first_row_in_archive_order":{"model":"CapeLLM","paper":"/paper/capellm-support-free-category-agnostic-pose","metrics":{"Mean PCK@0.2 - 1shot":"92.60"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/edge-weight-prediction-for-category-agnostic","title":"Edge Weight Prediction For Category-Agnostic Pose Estimation","date":"2024-11-25","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/capellm-support-free-category-agnostic-pose","title":"CapeLLM: Support-Free Category-Agnostic Pose Estimation with Multimodal Large Language Models","date":"2024-11-11","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/capex-category-agnostic-pose-estimation-from","title":"CapeX: Category-Agnostic Pose Estimation from Textual Point Explanation","date":"2024-06-01","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/pose-anything-a-graph-based-approach-for","title":"A Graph-Based Approach for Category-Agnostic Pose Estimation","date":"2023-11-29","rows_on_this_dataset":1,"code_links":2,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":2,"samples_ran":2,"samples_unverified":0,"pointer_only_for_licence":2,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/matching-is-not-enough-a-two-stage-framework","title":"Matching Is Not Enough: A Two-Stage Framework for Category-Agnostic Pose Estimation","date":"2023-01-01","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/pose-for-everything-towards-category-agnostic","title":"Pose for Everything: Towards Category-Agnostic Pose Estimation","date":"2022-07-21","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":3,"samples_ran":0,"samples_unverified":3,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":2,"samples_harvested":5,"samples_ran":2,"samples_unverified":3,"pointer_only_for_licence":2,"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."}