OpenCodePapers

within-session-motor-imagery-left-hand-vs-7

Within-Session Motor ImageryWithin-Session Motor Imagery (left hand vs. right hand)
Results over time
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Leaderboard
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PaperCodeAUC-ROCtraining time (s)CO2 Emission (g)ModelNameReleaseDate
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link72.298850574712656.0329764671264370.0031280651400344825CSP + LDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link70.9770114942528818.9356737126436770.44081082241379316ACM + TS + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link70.8620689655172412.4161711356321830.006155834353908047FgMDM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link70.34482758620695.8651324936436780.002772973099505747DLCSPauto + shLDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link70.114942528735649.3134186448275860.005158950352873563CSP + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link69.31034482758624.0867282049425290.0020542086796666668TS + LR2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link68.678160919540237.8331824183908050.00418902949183908TS + EL2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link68.448275862068977.2877238821839080.00357418835862069TS + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link67.298850574712655.7854373763448280.0028938624342988504TRCSP + LDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link65.632183908045990.299330493333333340.05493400862068966FBCSP + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link62.988505747126436.1309594533103450.002936805686195402MDM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link61.78160919540237.3922331897126440.0037351209763448272LogVar + LDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link61.379310344827597.8295650214942520.00378480009954023LogVar + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link60.8045977011494273.8650012988505713.571865731034483ShallowConvNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link57.9885057471264453.1139622643678149.758972163218392EEGNet-8,22024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link56.0344827586206828.0978379310344835.162565710344827DeepConvNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link52.1839080459770147.2004003908045968.672446098850575EEGITNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link51.26436781609196118.4768061954022921.768854620689655EEGTCNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link49.0229885057471288.203097390804616.20613807471264EEGNeX2024-04-03
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