OpenCodePapers

within-session-motor-imagery-all-classes-on-6

Within-Session Motor ImageryWithin-Session Motor Imagery (all classes)
Results over time
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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✓ Link85.852464416666687.2773642250.1941063975ACM + TS + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link85.0230410833333424.6647899166666670.21728041750000002ShallowConvNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link84.8793030833333414.93743738250.004125581083333333TS + LR2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link84.5392974166666775.60712880.025638485455833332TS + EL2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link83.6552872539.130840566666670.013120034294166666TS + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link83.3378272518.6223671666666670.16457950333333335EEGNet-8,22024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link83.08474258333334129.063902833333340.04421750124999999CSP + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link83.0719844166666771.7672630650.010749338934166667FgMDM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link82.963077546.63425235250.008406058218333333CSP + LDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link82.061401258.3074761508333330.0014094379383333333DLCSPauto + shLDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link81.989702916666661.81467790000000020.00143389045FBCSP + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link76.047548916666678.0442918250.0013000749791666668MDM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link56.4150634.042115666666670.29802479833333334EEGNeX2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link55.69137313.2423067083333330.11693505166666666DeepConvNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link50.6778455833333419.010790750.16801267050000002EEGITNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link37.19369083333333514.0802279583333330.12480563316666667EEGTCNet2024-04-03
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