OpenCodePapers

within-session-motor-imagery-all-classes-on-2

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✓ Link77.8816301666666773.502129611111121.7743017888888888ACM + TS + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link72.4722717777777845.8772472777777760.394738715ShallowConvNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link72.3811929444444413.8528316277777780.006551190227777778TS + EL2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link71.9735164999999919.1675508105555540.004666705854444444TS + LR2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link70.7558645555555666.230564583333320.01799459135TS + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link70.1414939444444559.7143231833333350.014329298037222223FgMDM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link66.88411633333334147.71465911111110.1285738541111111CSP + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link66.526181222222225.4459510.004104928794444445FBCSP + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link66.30705059.7410795838888880.0028627887866666665DLCSPauto + shLDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link65.99415252.4622511444444440.010921193731666667CSP + LDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link61.60079327777777575.095915324444450.012491149514444445MDM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link60.4638024444444521.7233542222222230.1871718811111111EEGNet-8,22024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link45.6167233333333462.593219444444440.5342137127777778EEGNeX2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link41.6461654444444433.07908750.28639946055555554EEGTCNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link35.5468173333333418.2997756111111120.1578935777777778EEGITNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link35.2927335555555618.388527388888890.15884736222222223DeepConvNet2024-04-03
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