OpenCodePapers
within-session-erp-on-braininvaders2014a
ERP
Within-Session ERP
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Show papers without code
Paper
Code
AUC-ROC
↕
training time (s)
↕
CO2 Emission (g)
↕
ModelName
ReleaseDate
↕
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
86.65828684375
22.878644265625
EEGITNet
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
85.766639203125
2.4124490578125
0.0118778180875
XDAWNCov + TS + SVM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
85.082494609375
40.16552703125
EEGNeX
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
82.089285546875
17.4438248203125
EEGNet-8,2
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
80.87908620312501
0.55664274078125
0.002724634465625
XDAWNCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
72.112766
0.593198109375
0.0055548682296875
ERPCov(svd_n=4) + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
71.61664846875
2.19471158046875
0.0108043912796875
ERPCov + MDM
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
66.600249390625
1.09766276640625
0.00539390185625
XDAWN + LDA
2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
✓ Link
63.189278171874996
11.1103096703125
ShallowConvNet
2024-04-03