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within-session-erp-on-lee2019-erp-moabb
ERP
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The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
98.40814827777777
18.539845689814815
0.17517531703703704
XDAWNCov + TS + SVM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
97.85841548148149
109.5753095
EEGNet-8,2
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
97.70259957407407
8.865101517592594
0.04369601411111111
XDAWNCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
96.81215804629629
468.54065999999995
EEGITNet
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
96.45206821296297
28.108453657407406
0.13853210805555555
XDAWN + LDA
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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82.47109035185186
9.584082125
0.09060789349074073
ERPCov(svd_n=4) + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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77.4085946574074
4598.484442222222
ShallowConvNet
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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74.43493880555556
127.87080321296297
0.6299353016666667
ERPCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
70.27269508333333
6374.80394962963
EEGNeX
2024-04-03