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within-session-erp-on-bnci2014-009-moabb
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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93.42633376666666
1.2433190566666668
0.0059379570460000005
XDAWNCov + TS + SVM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
92.20581209999999
14.687204666666666
EEGITNet
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
92.0386331
0.31271911366666666
0.00151833076
XDAWNCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
91.3685305
11.758606149999999
EEGNet-8,2
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
90.57953203333334
14.724422183333333
EEGNeX
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
85.12375750000001
10.642818243333332
ShallowConvNet
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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84.51730606666668
0.27403514700000003
0.0025560880933333334
ERPCov(svd_n=4) + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
81.155062
1.1838480853333333
0.00581838295
ERPCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
64.0324565
0.4082341586666667
0.001991239006666667
XDAWN + LDA
2024-04-03