{"url":"/dataset/eeg-motor-movement-imagery-dataset","name":"EEG Motor Movement/Imagery Dataset","full_name":null,"description_markdown":"This data set consists of over 1500 one- and two-minute EEG recordings, obtained from 109 volunteers.","description_withheld":null,"homepage":"https://physionet.org/content/eegmmidb/1.0.0/","introduced_date":"2022-01-06","introduced_date_note":null,"introduced_by":{"paper":"/paper/a-1d-cnn-for-high-accuracy-classification-and","title":"A 1D CNN for high accuracy classification and transfer learning in motor imagery EEG-based brain-computer interface","first_author":"F. Mattioli","url":null},"license":null,"modalities":[],"tasks":[{"name":"Person Identification","url":"/task/person-identification","datasets_with_task":"/datasets/task/person-identification"},{"name":"EEG 4 classes","url":"/task/eeg-4-classes","datasets_with_task":"/datasets/task/eeg-4-classes"},{"name":"EEG Left/Right hand","url":"/task/eeg-left-right-hand","datasets_with_task":"/datasets/task/eeg-left-right-hand"}],"languages":[],"variants":["EEG Motor Movement/Imagery Dataset"],"data_loaders":[],"num_papers_in_archive":4,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/person-identification-on-eeg-motor-movement","task":"Person Identification","dataset_variant":"EEG Motor Movement/Imagery Dataset","rows":3,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"SSL","paper":"/paper/subject-aware-contrastive-learning-for","metrics":{"Accuracy":"0.886"},"code_links":[{"title":"zacharycbrown/ssl_baselines_for_biosignal_feature_extraction","url":"https://github.com/zacharycbrown/ssl_baselines_for_biosignal_feature_extraction"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/subject-aware-contrastive-learning-for","title":"Subject-Aware Contrastive Learning for Biosignals","date":"2020-06-30","rows_on_this_dataset":3,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-25T09:33:49+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."}