OpenCodePapers

within-session-motor-imagery-all-classes-on-1

Within-Session Motor ImageryWithin-Session Motor Imagery (all classes)
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Leaderboard
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PaperCodeAccuracytraining time (s)CO2 Emission (g)ModelNameReleaseDate
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link69.791666752.7493226650.0013501269012499999TS + EL2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link69.58333457.68778461250.18950154875ACM + TS + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link69.166666374999991.851455946250.000786763229625TS + LR2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link67.9166658753.39874087499999970.00173950673625TS + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link65.625001125000010.7439555446250.00038144418074999997FgMDM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link65.019.63187263750.005079346375FBCSP + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link62.9166662544.6127278750000040.03446902725CSP + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link61.0416665000000051.07821761750.0005938407575CSP + LDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link60.625000125000010.62063180125000010.0003630056075DLCSPauto + shLDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link60.624999999999991.67828857050.000925614838125MDM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link50.0000007512.96028631253.21283768775ShallowConvNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link43.9583338759.247528252.673163054EEGNet-8,22024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link37.7083336259.89639393753.1961726155EEGNeX2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link37.70833358.587711051.546965218875DeepConvNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link36.0416679.47577631251.109086602625EEGITNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link34.1666668759.2055657625000012.198906455875EEGTCNet2024-04-03
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