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

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BNCI2014-001 MOABB

아카이브 평가 16건 · 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 97.25585694444443 training time (s) 33.48545766666667 CO2 Emission (g) 0.8372758266666667	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + LR	AUC-ROC 94.44897994444445 training time (s) 2.885060657222222 CO2 Emission (g) 0.0007312805027777778	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + EL	AUC-ROC 94.44784577777777 training time (s) 4.854808299999999 CO2 Emission (g) 0.0018545968405555553	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + SVM	AUC-ROC 94.00944755555555 training time (s) 3.3391828388888887 CO2 Emission (g) 0.0013835059555555556	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FBCSP + SVM	AUC-ROC 93.54648549999999 training time (s) 1.324833988888889 CO2 Emission (g) 0.24335663111111114	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FgMDM	AUC-ROC 93.52191866666666 training time (s) 3.5817672655555555 CO2 Emission (g) 0.0006420009155555556	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 93.00151144444445 training time (s) 27.16444661111111 CO2 Emission (g) 0.23494162666666668	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DLCSPauto + shLDA	AUC-ROC 91.5359025 training time (s) 2.096713888888889 CO2 Emission (g) 0.00046965705572222225	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + LDA	AUC-ROC 91.51511638888888 training time (s) 2.750061953611111 CO2 Emission (g) 0.0008947458374444445	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + SVM	AUC-ROC 91.03968261111112 training time (s) 11.314337022222222 CO2 Emission (g) 0.0063117480444444445	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
MDM	AUC-ROC 89.12547266666667 training time (s) 1.5749139627777777 CO2 Emission (g) 0.00043345056416666666	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 88.55026438888889 training time (s) 18.505341833333333 CO2 Emission (g) 0.16107902277777777	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DeepConvNet	AUC-ROC 88.27324277777778 training time (s) 14.970135055555554 CO2 Emission (g) 0.1293751948888889	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 75.98148133333333 training time (s) 16.651739888888887 CO2 Emission (g) 0.14507292438888889	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGTCNet	AUC-ROC 75.20748333333333 training time (s) 25.485177055555553 CO2 Emission (g) 0.22110831444444445	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 64.35903111111112 training time (s) 33.142690944444446 CO2 Emission (g) 0.2859660588888889	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1