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within-session-erp-on-cattan2019-vr-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
90.677777575
0.85638401025
0.008065587075
XDAWNCov + TS + SVM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
89.4212960952381
22.83087557142857
EEGITNet
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
89.3339950952381
23.31658614285714
EEGNeX
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
88.529687375
0.18693414675
0.0017226343375000002
XDAWNCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
86.3244051904762
15.87339438095238
EEGNet-8,2
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
80.757379
0.7168895120000001
0.0067425482250000005
ERPCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
80.674825575
0.30020958225
0.0027964518625
ERPCov(svd_n=4) + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
80.03306880952381
13.902749985714287
ShallowConvNet
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
67.159201475
0.3639022155
0.0033990314475
XDAWN + LDA
2024-04-03