← Within-Session Motor Imagery (left hand vs. right hand)

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BNCI2014-001 MOABB

아카이브 평가 19건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
ACM + TS + SVM	AUC-ROC 91.87717316666667 training time (s) 37.19322716666667 CO2 Emission (g) 0.8832741538888889	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + LR	AUC-ROC 87.4123206111111 training time (s) 91.08604166666666 CO2 Emission (g) 0.023651943657777775	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FgMDM	AUC-ROC 86.52796605555557 training time (s) 58.82106999444444 CO2 Emission (g) 0.03423917689166667	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + SVM	AUC-ROC 86.47732361111112 training time (s) 40.16215047222222 CO2 Emission (g) 0.021483784244444443	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + EL	AUC-ROC 86.44255583333333 training time (s) 23.73425226666667 CO2 Emission (g) 0.010235186905555556	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 86.16591022222222 training time (s) 28.300448333333332 CO2 Emission (g) 0.23767624	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FBCSP + SVM	AUC-ROC 84.4368855 training time (s) 1.6411384872222223 CO2 Emission (g) 0.30146339333333333	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + SVM	AUC-ROC 83.07369627777778 training time (s) 60.17366931666667 CO2 Emission (g) 0.03449044713888889	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DLCSPauto + shLDA	AUC-ROC 82.74829922222222 training time (s) 21.795549848888886 CO2 Emission (g) 0.006283899536444444	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + LDA	AUC-ROC 82.33597905555557 training time (s) 26.033208126666665 CO2 Emission (g) 0.01768477408111111	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DeepConvNet	AUC-ROC 82.07331861111112 training time (s) 13.686492722222221 CO2 Emission (g) 0.11586982311111112	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
MDM	AUC-ROC 81.69425572222222 training time (s) 42.17484379888889 CO2 Emission (g) 0.02021859091111111	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TRCSP + LDA	AUC-ROC 79.83560116666666 training time (s) 14.69900212111111 CO2 Emission (g) 0.008658991335722222	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
LogVar + LDA	AUC-ROC 77.95615972222222 training time (s) 13.134125769444445 CO2 Emission (g) 0.005686139496333334	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 77.15268383333334 training time (s) 14.563619111111112 CO2 Emission (g) 0.12332580900000001	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
LogVar + SVM	AUC-ROC 75.86092177777778 training time (s) 15.609176037777777 CO2 Emission (g) 0.007728553635555556	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 75.27399844444444 training time (s) 18.952416222222222 CO2 Emission (g) 0.1597577938888889	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGTCNet	AUC-ROC 67.46182961111111 training time (s) 20.17755577777778 CO2 Emission (g) 0.18110872972222222	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 66.28193516666667 training time (s) 38.14933605555555 CO2 Emission (g) 0.31804718277777777	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1