{"url":"/dataset/mpii-cooking-2-dataset","name":"MPII Cooking 2 Dataset","full_name":null,"description_markdown":"A dataset which provides detailed annotations for activity recognition.\r\n\r\nSource: [Recognizing Fine-Grained and Composite Activities using Hand-Centric Features and Script Data](/paper/recognizing-fine-grained-and-composite)","description_withheld":null,"homepage":"http://www.mpi-inf.mpg.de/departments/computer-vision-and-multimodal-computing/research/human-activity-recognition/mpii-cooking-2-dataset/","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/recognizing-fine-grained-and-composite","title":"Recognizing Fine-Grained and Composite Activities using Hand-Centric Features and Script Data","first_author":"Marcus Rohrbach","url":null},"license":null,"modalities":[{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Activity Recognition","url":"/task/activity-recognition","datasets_with_task":"/datasets/task/activity-recognition"},{"name":"Temporal Action Localization","url":"/task/action-recognition","datasets_with_task":"/datasets/task/action-recognition"},{"name":"Action Detection","url":"/task/action-detection","datasets_with_task":"/datasets/task/action-detection"},{"name":"Action Segmentation","url":"/task/action-segmentation","datasets_with_task":"/datasets/task/action-segmentation"}],"languages":[],"variants":["MPII Cooking 2 Dataset"],"data_loaders":[],"num_papers_in_archive":5,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/action-segmentation-on-mpii-cooking-2-dataset","task":"Action Segmentation","dataset_variant":"MPII Cooking 2 Dataset","rows":1,"metrics":["Accuracy","mIoU"],"first_row_in_archive_order":{"model":"Unsup. TW-FINCH (K=avg/activity)","paper":"/paper/temporally-weighted-hierarchical-clustering","metrics":{"Accuracy":"42","mIoU":"23.1"},"code_links":[{"title":"ssarfraz/FINCH-CLustering","url":"https://github.com/ssarfraz/FINCH-CLustering"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/temporally-weighted-hierarchical-clustering","title":"Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation","date":"2021-03-20","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":1,"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":1,"samples_harvested":7,"samples_ran":5,"samples_unverified":2,"pointer_only_for_licence":1,"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."}