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Within Session Erp On Sosulski2019 Moabb

Metrics

AUC-ROC
training time (s)

Results

Performance results of various models on this benchmark

Paper Title
EEGITNet88.82306907692308254.26117153846155The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWNCov + TS + SVM87.284111099999994.33317254The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,287.13865323076924169.22427923076924The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX86.17639538461539292.10557615384613The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWNCov + MDM86.074167100000012.812111245The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet78.35273161538461215.27583423076925The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov(svd_n=4) + MDM70.6322223751.6276701575The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov + MDM68.1654865512.6986916875The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWN + LDA67.486556057.327161445The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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Within Session Erp On Sosulski2019 Moabb | SOTA | HyperAI