OpenCodePapers

within-session-motor-imagery-left-hand-vs-2

Within-Session Motor ImageryWithin-Session Motor Imagery (left hand vs. right hand)
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
PaperCodeAUC-ROCtraining time (s)CO2 Emission (g)ModelNameReleaseDate
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link76.228979615384613.7665072019230760.008755807778846155TS + EL2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link75.5271101346153862.315148307692311.8557469153846153ACM + TS + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link75.008520384615386.2148853249999990.0018744818367307692TS + LR2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link74.6181089807692412.6870896884615390.008696662651923077TS + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link73.8355769038461646.9797128461538450.058521977903846154ShallowConvNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link72.898263884615374.568397150.002231383398076923FgMDM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link71.9208066153846220.8332958173076930.013585275634615385CSP + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link71.847676288461543.86118713846153840.001189626241TRCSP + LDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link71.6724893269230860.088024423076930.2637025025DeepConvNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link71.381169884615393.8845740958461540.0011575846306923075CSP + LDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link71.156330096153843.49577030019230770.001064577328173077DLCSPauto + shLDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link67.909348269230762.76083468076923080.003133048219230769FBCSP + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link66.7853365384615422.3147068846153830.09790713498076922EEGNet-8,22024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link65.464075807692314.4177765923076930.0015806333348076923LogVar + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link64.490598269230772.72423544663461570.0009515043146153847LogVar + LDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link63.392761769230776.7965493417307690.00237880536MDM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link58.3355234423076927.139749538461540.1190211419423077EEGTCNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link57.19615384615385526.5969112692307660.11474572860576923EEGITNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link53.27994138461538449.564577634615380.2174445951923077EEGNeX2024-04-03