OpenCodePapers
within-session-erp-on-epflp300-moabb
ERP
Within-Session ERP
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Paper
Code
AUC-ROC
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training time (s)
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CO2 Emission (g)
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ModelName
ReleaseDate
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The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
84.68838325
35.690736875
EEGNeX
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
84.29081139285714
3.1239111678571425
0.03015609335714286
XDAWNCov + TS + SVM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
84.0994343125
28.6127446875
EEGITNet
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
83.19801607142858
0.7105525185714285
0.006680508521428571
XDAWNCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
80.3845744375
15.535605484375
EEGNet-8,2
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
75.556908
15.697078703125
ShallowConvNet
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
71.973831125
6.942208496875
0.03419226534375
ERPCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
71.444304125
1.2007145884375
0.011323257109375
ERPCov(svd_n=4) + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
62.982488281250006
3.6105500875
0.018060430625
XDAWN + LDA
2024-04-03