OpenCodePapers

within-session-motor-imagery-left-hand-vs-1

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✓ Link82.00492871111111.4390846542222220.02593451466666667ACM + TS + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link80.394443777777780.7833750991111110.14387416055555555FBCSP + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link80.09566688888891.24603484562222230.0005452296241333334CSP + LDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link80.093765377777791.74341765531111110.0006557710575999999TS + LR2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link79.872913977777781.86613703980.0006216743171333333DLCSPauto + shLDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link79.782182799999991.4578212417111110.0006737686001777777TRCSP + LDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link79.754795044444452.0794505797777780.0010797430764444445TS + EL2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link79.410064577777772.3568833780.001196510487111111TS + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link79.280867711111111.51591224546666670.0006603817830888889FgMDM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link79.270258244444436.618308880.004687019133333334CSP + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link78.507326799999991.28242461428888890.0005384169830822222LogVar + LDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link78.298067866666672.09329737422222230.0008958152281111112LogVar + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link77.655478466666660.90429138317777780.0003528847734MDM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link72.359713688888896.9210176888888880.05743548577777778ShallowConvNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link72.357535377777779.5033579688888890.08229932173333333DeepConvNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link69.6963975777777715.255184388888890.12710436082222223EEGTCNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link69.4985598.9357357244444430.07430071106666666EEGNet-8,22024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link66.5277938666666613.0686369999999990.10765803022222223EEGNeX2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link65.0955490444444411.1084782222222230.09232083362222221EEGITNet2024-04-03
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