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within-session-erp-on-braininvaders2012-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
✓ Link
90.98646704
1.4309155479999998
0.007038169084
XDAWNCov + TS + SVM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
89.64630072
19.83932564
EEGITNet
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
88.21925356
0.3440682904
0.001676014172
XDAWNCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
88.21605579999999
43.42852808000001
EEGNeX
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
87.1327338
16.79750712
EEGNet-8,2
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
79.01510372
0.3691924696
0.003451275416
ERPCov(svd_n=4) + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
78.76657744
1.5751372879999999
0.007749152372
ERPCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
77.06215808
12.831535652
ShallowConvNet
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
64.411995
0.4368925492
0.002132688384
XDAWN + LDA
2024-04-03