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within-session-erp-on-braininvaders2013a
ERP
Within-Session ERP
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ModelName
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The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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92.71220376712328
1.2172368082191782
0.005985859813698631
XDAWNCov + TS + SVM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
90.96501701369863
0.30659427246575344
0.001490637705479452
XDAWNCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
90.01125384931507
16.593567684931507
EEGITNet
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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88.61672143835617
25.649349828767125
EEGNeX
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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85.40249767123287
13.898916060273972
EEGNet-8,2
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
82.06941052054795
0.22355115438356163
0.002071112097260274
ERPCov(svd_n=4) + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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80.58733515068494
1.0407688483561643
0.005112474912328768
ERPCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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76.74075019178083
0.5100849124657535
0.0024966474219178083
XDAWN + LDA
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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74.50491942465753
9.185006005479453
ShallowConvNet
2024-04-03