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within-session-erp-on-braininvaders2014b
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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91.88114464864864
0.932672401891892
0.004579043135135135
XDAWNCov + TS + SVM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
91.58241135135135
0.2431399435135135
0.0011774970894594596
XDAWNCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
86.26866734210526
15.856247092105264
EEGITNet
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
83.87045207894737
18.323774763157896
EEGNeX
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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83.72681281081081
0.44246931054054056
0.0021593195945945947
XDAWN + LDA
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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80.14453618421052
11.691945342105264
EEGNet-8,2
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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78.56550172972973
1.7454204
0.008591208308108108
ERPCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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76.47954105405405
0.2674589289189189
0.002490634086486486
ERPCov(svd_n=4) + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
63.752483210526314
8.105964836842105
ShallowConvNet
2024-04-03