Download standardized downstream datasets.

Using NeuroDoc, we created annotated, standardized downstream datasets ready for direct evaluation in EEG-Arena. Download them directly to begin evaluation.

Note: For some datasets, we are contacting the original data providers to confirm whether secondary redistribution is permitted.

Download Data
All unified Baseline Model data and REVE-specific data are now uploaded. More releases are on the way.
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Download raw data and build caches for broader research.

EEG-Arena includes a data-cache generation workflow. Download the raw datasets, point EEG-Arena to their local paths, and the benchmark will build the model-specific caches it needs.

EEG-Arena also supports extending and updating the data-preparation pipeline for a wider range of model research.

DatasetPaperDownload address
BCIC-IV-1Blankertz et al., 2007BCI Competition IVOpen access
BCIC-IV-2ABrunner et al., 2008BCI Competition IVOpen access
BCIC-IV-2BLeeb et al., 2008BCI Competition IVOpen access
PhysioNet-MISchalk et al., 2004PhysioNetOpen access
Large-MIKaya et al., 2018FigshareOpen access
SHU-MIMa et al., 2022FigshareOpen access
Stroke-MILiu et al., 2024FigshareOpen access
Meng2019Meng & He, 2019FigshareOpen access
HGDSchirrmeister et al., 2017G-NodeOpen access
OpenBMILee et al., 2019GigaDBOpen access