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within-session-erp-on-braininvaders2015a
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
93.05381111627908
2.1127921527131783
0.010436311162015504
XDAWNCov + TS + SVM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
92.56596253488371
0.4988526374418605
0.0024371379224806203
XDAWNCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
90.70906591472868
19.85593708914729
EEGITNet
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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87.61770750387598
199.32986724031008
EEGNeX
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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86.79717793023256
14.414908054263565
EEGNet-8,2
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
80.01716807751939
3.9502074596899224
0.019448981011627904
ERPCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
77.92098565891473
0.560524827751938
0.0052664793930232556
ERPCov(svd_n=4) + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
76.01550499224807
0.7962977278294574
0.0039047394186046513
XDAWN + LDA
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
59.55947582945736
15.322640255813955
ShallowConvNet
2024-04-03