{"url":"/dataset/meeg","name":"MEEG","full_name":null,"description_markdown":"Click to add a brief description of the dataset (Markdown and LaTeX enabled).\r\n\r\nProvide:\r\n\r\n* a high-level explanation of the dataset characteristics\r\n* explain motivations and summary of its content\r\n* potential use cases of the dataset","description_withheld":null,"homepage":"https://github.com/xmh1011/AT-DGNN","introduced_date":"2024-07-08","introduced_date_note":null,"introduced_by":{"paper":"/paper/meeg-and-at-dgnn-advancing-eeg-emotion","title":"MEEG and AT-DGNN: Improving EEG Emotion Recognition with Music Introducing and Graph-based Learning","first_author":"Minghao Xiao","url":null},"license":null,"modalities":[],"tasks":[{"name":"Arousal Estimation","url":"/task/arousal-estimation","datasets_with_task":"/datasets/task/arousal-estimation"},{"name":"Valence Estimation","url":"/task/valence-estimation","datasets_with_task":"/datasets/task/valence-estimation"},{"name":"EEG Emotion Recognition","url":"/task/eeg-emotion-recognition","datasets_with_task":"/datasets/task/eeg-emotion-recognition"}],"languages":[{"name":"English","url":"/datasets/language/english"},{"name":"Chinese","url":"/datasets/language/chinese"}],"variants":["MEEG"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/eeg-emotion-recognition-on-meeg","task":"EEG Emotion Recognition","dataset_variant":"MEEG","rows":1,"metrics":["Accuracy","F1"],"first_row_in_archive_order":{"model":"AT-DGNN","paper":"/paper/meeg-and-at-dgnn-advancing-eeg-emotion","metrics":{"Accuracy":"84.88","F1":"85.12"},"code_links":[{"title":"xmh1011/at-dgnn","url":"https://github.com/xmh1011/at-dgnn"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/meeg-and-at-dgnn-advancing-eeg-emotion","title":"MEEG and AT-DGNN: Improving EEG Emotion Recognition with Music Introducing and Graph-based Learning","date":"2024-07-08","rows_on_this_dataset":1,"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."}