OpenCodePapers

within-session-motor-imagery-all-classes-on-3

Within-Session Motor ImageryWithin-Session Motor Imagery (all classes)
Results over time
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PaperCodeAccuracytraining time (s)CO2 Emission (g)ModelNameReleaseDate
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link59.93440899082569525.2910201027522950.013059559739449542TS + EL2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link58.554412660550462.22089201376146760.0010041190067889907TS + LR2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link58.45860023853211448.318672506422020.0243752586293578TS + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link56.6805731794871892.286116076923082.330426302205128ACM + TS + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link55.04380091743123.2042243532110090.002020601044036697FgMDM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link48.517754908256881190.54498587155971.9742764488073394CSP + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link47.734275761467898.7805832348623860.0054728938412844045CSP + LDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link46.848806715596338.4821419440366960.005456309299082569DLCSPauto + shLDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link45.49350300000000468.75812738532110.06618156533027524FBCSP + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link42.964540422018356.1675698396330270.003281270780733945MDM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link41.8712421009174315.8918793211009180.038677560009174314ShallowConvNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link29.0359388990825710.5983626834862380.024848891426605502EEGNet-8,22024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link27.68270735779816514.118122100917430.034966375495412844DeepConvNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link26.6861575688073422.7837413211009160.059308609688073395EEGNeX2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link26.15479838532110413.5598217522935780.4149273854862385EEGITNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link25.79026235779816618.1274332431192672.7750069540733944EEGTCNet2024-04-03
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