OpenCodePapers

within-session-motor-imagery-all-classes-on-4

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✓ Link85.5290598571428786.774690999999990.16102813214285713TS + EL2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link85.39824135714285707.974163571428420.32321697142857ACM + TS + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link85.134920928571421877.54784285714282.612351642857143ShallowConvNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link84.598298285714284.95776612142857150.0075348416357142855TS + LR2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link84.4128866428571523.1047294999999980.04492253178571428TS + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link82.9736080714285761.42086650.09652152407142857FgMDM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link76.98508007142857214.519487857142850.9416739878571428EEGNet-8,22024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link75.93963142857143181.906926428571440.1834183317857143FBCSP + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link75.88554942857144531.35187214285710.8806029271428572CSP + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link72.971477000000013.0271753428571430.004620156871428571CSP + LDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link72.81502128571432.91706862857142870.004526741521428572DLCSPauto + shLDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link71.11233471428572471.157282.0679361071428572EEGTCNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link70.44199514285714336.802491428571441.478115302857143EEGITNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link67.558502999999991075.12576214285724.719508371428572EEGNeX2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link56.77987328571429405.861822857142841.7812169435714285DeepConvNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link52.031447357142864.8196180214285720.007416166485714286MDM2024-04-03
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