OpenCodePapers
within-session-erp-on-braininvaders2015b
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
✓ Link
84.55596702272726
8.7821148
0.043256562954545455
XDAWNCov + TS + SVM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
83.47637268181818
1.9377388022727273
0.009540853547727273
XDAWNCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
83.33420745454546
51.57266440909091
EEGITNet
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
82.65727052272726
36.372572295454546
EEGNet-8,2
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
81.59775325
105.33800122727274
EEGNeX
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
77.22383009090909
6.902407668181818
0.03399095902272727
XDAWN + LDA
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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77.09262879545456
2.337742318181818
0.022060082954545455
ERPCov(svd_n=4) + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
75.03742063636363
17.70060197727273
0.08719968354545454
ERPCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
73.19578579545454
50.65970795454545
ShallowConvNet
2024-04-03