{"url":"/dataset/multimodal-pisa","name":"Multimodal PISA","full_name":"Multimodal Piano Skills Assessment","description_markdown":"Dataset for multimodal skills assessment focusing on assessing piano player’s skill level. Annotations include player's skills level, and song difficulty level. Bounding box annotations around pianists' hands are also provided.","description_withheld":null,"homepage":"https://github.com/ParitoshParmar/Piano-Skills-Assessment","introduced_date":"2021-01-13","introduced_date_note":null,"introduced_by":{"paper":"/paper/piano-skills-assessment","title":"Piano Skills Assessment","first_author":"Paritosh Parmar","url":null},"license":null,"modalities":[{"name":"Videos","url":"/datasets/modality/videos"},{"name":"Audio","url":"/datasets/modality/audio"}],"tasks":[{"name":"Audio Classification","url":"/task/audio-classification","datasets_with_task":"/datasets/task/audio-classification"},{"name":"Multimodal Deep Learning","url":"/task/multimodal-deep-learning","datasets_with_task":"/datasets/task/multimodal-deep-learning"},{"name":"Video Classification","url":"/task/video-classification","datasets_with_task":"/datasets/task/video-classification"},{"name":"Action Quality Assessment","url":"/task/action-quality-assessment","datasets_with_task":"/datasets/task/action-quality-assessment"},{"name":"Skills Assessment","url":"/task/skills-assessment","datasets_with_task":"/datasets/task/skills-assessment"},{"name":"Skills Evaluation","url":"/task/skills-evaluation","datasets_with_task":"/datasets/task/skills-evaluation"},{"name":"Multiview Learning","url":"/task/multiview-learning","datasets_with_task":"/datasets/task/multiview-learning"}],"languages":[],"variants":["Multimodal PISA"],"data_loaders":[{"repo":"https://github.com/ParitoshParmar/Piano-Skills-Assessment","url":"https://github.com/ParitoshParmar/Piano-Skills-Assessment","frameworks":[]}],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/audio-classification-on-multimodal-pisa","task":"Audio Classification","dataset_variant":"Multimodal PISA","rows":1,"metrics":["Accuracy (%)"],"first_row_in_archive_order":{"model":"Audio","paper":"/paper/piano-skills-assessment","metrics":{"Accuracy (%)":"64.50"},"code_links":[{"title":"ParitoshParmar/Piano-Skills-Assessment","url":"https://github.com/ParitoshParmar/Piano-Skills-Assessment"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/skills-assessment-on-multimodal-pisa","task":"Skills Assessment","dataset_variant":"Multimodal PISA","rows":1,"metrics":["Accuracy (%)"],"first_row_in_archive_order":{"model":"MMDL","paper":"/paper/piano-skills-assessment","metrics":{"Accuracy (%)":"74.60"},"code_links":[{"title":"ParitoshParmar/Piano-Skills-Assessment","url":"https://github.com/ParitoshParmar/Piano-Skills-Assessment"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/video-classification-on-multimodal-pisa","task":"Video Classification","dataset_variant":"Multimodal PISA","rows":1,"metrics":["Accuracy (%)"],"first_row_in_archive_order":{"model":"Video","paper":"/paper/piano-skills-assessment","metrics":{"Accuracy (%)":"73.95"},"code_links":[{"title":"ParitoshParmar/Piano-Skills-Assessment","url":"https://github.com/ParitoshParmar/Piano-Skills-Assessment"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/piano-skills-assessment","title":"Piano Skills Assessment","date":"2021-01-13","rows_on_this_dataset":3,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"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."}