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

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BNCI2014-004 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 82.0049287111111 training time (s) 1.439084654222222 CO2 Emission (g) 0.02593451466666667	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FBCSP + SVM	AUC-ROC 80.39444377777778 training time (s) 0.783375099111111 CO2 Emission (g) 0.14387416055555555	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + LDA	AUC-ROC 80.0956668888889 training time (s) 1.2460348456222223 CO2 Emission (g) 0.0005452296241333334	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + LR	AUC-ROC 80.09376537777779 training time (s) 1.7434176553111111 CO2 Emission (g) 0.0006557710575999999	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DLCSPauto + shLDA	AUC-ROC 79.87291397777778 training time (s) 1.8661370398 CO2 Emission (g) 0.0006216743171333333	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TRCSP + LDA	AUC-ROC 79.78218279999999 training time (s) 1.457821241711111 CO2 Emission (g) 0.0006737686001777777	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + EL	AUC-ROC 79.75479504444445 training time (s) 2.079450579777778 CO2 Emission (g) 0.0010797430764444445	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + SVM	AUC-ROC 79.41006457777777 training time (s) 2.356883378 CO2 Emission (g) 0.001196510487111111	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FgMDM	AUC-ROC 79.28086771111111 training time (s) 1.5159122454666667 CO2 Emission (g) 0.0006603817830888889	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + SVM	AUC-ROC 79.27025824444443 training time (s) 6.61830888 CO2 Emission (g) 0.004687019133333334	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
LogVar + LDA	AUC-ROC 78.50732679999999 training time (s) 1.2824246142888889 CO2 Emission (g) 0.0005384169830822222	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
LogVar + SVM	AUC-ROC 78.29806786666667 training time (s) 2.0932973742222223 CO2 Emission (g) 0.0008958152281111112	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
MDM	AUC-ROC 77.65547846666666 training time (s) 0.9042913831777778 CO2 Emission (g) 0.0003528847734	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 72.35971368888889 training time (s) 6.921017688888888 CO2 Emission (g) 0.05743548577777778	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DeepConvNet	AUC-ROC 72.35753537777777 training time (s) 9.503357968888889 CO2 Emission (g) 0.08229932173333333	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGTCNet	AUC-ROC 69.69639757777777 training time (s) 15.25518438888889 CO2 Emission (g) 0.12710436082222223	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 69.498559 training time (s) 8.935735724444443 CO2 Emission (g) 0.07430071106666666	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 66.52779386666666 training time (s) 13.068636999999999 CO2 Emission (g) 0.10765803022222223	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 65.09554904444444 training time (s) 11.108478222222223 CO2 Emission (g) 0.09232083362222221	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1