OpenCodePapers

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

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✓ Link91.8771731666666737.193227166666670.8832741538888889ACM + TS + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link87.412320611111191.086041666666660.023651943657777775TS + LR2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link86.5279660555555758.821069994444440.03423917689166667FgMDM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link86.4773236111111240.162150472222220.021483784244444443TS + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link86.4425558333333323.734252266666670.010235186905555556TS + EL2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link86.1659102222222228.3004483333333320.23767624ShallowConvNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link84.43688551.64113848722222230.30146339333333333FBCSP + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link83.0736962777777860.173669316666670.03449044713888889CSP + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link82.7482992222222221.7955498488888860.006283899536444444DLCSPauto + shLDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link82.3359790555555726.0332081266666650.01768477408111111CSP + LDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link82.0733186111111213.6864927222222210.11586982311111112DeepConvNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link81.6942557222222242.174843798888890.02021859091111111MDM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link79.8356011666666614.699002121111110.008658991335722222TRCSP + LDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link77.9561597222222213.1341257694444450.005686139496333334LogVar + LDA2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link77.1526838333333414.5636191111111120.12332580900000001EEGNet-8,22024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link75.8609217777777815.6091760377777770.007728553635555556LogVar + SVM2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link75.2739984444444418.9524162222222220.1597577938888889EEGITNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link67.4618296111111120.177555777777780.18110872972222222EEGTCNet2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark✓ Link66.2819351666666738.149336055555550.31804718277777777EEGNeX2024-04-03
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