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

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BNCI2015-001 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 92.30178571428571 training time (s) 16.371186375 CO2 Emission (g) 0.38974278	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FBCSP + SVM	AUC-ROC 91.56785714285715 training time (s) 4.884339850000001 CO2 Emission (g) 0.9452996678571429	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 91.40714285714286 training time (s) 29.228367535714284 CO2 Emission (g) 0.240711847	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + EL	AUC-ROC 91.19107142857142 training time (s) 3.0829317250000003 CO2 Emission (g) 0.0021765681464285713	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + LR	AUC-ROC 91.09285714285714 training time (s) 3.2331909737499998 CO2 Emission (g) 0.0016561550864285714	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + SVM	AUC-ROC 90.80535714285715 training time (s) 4.09123845 CO2 Emission (g) 0.002693355064285714	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 90.43214285714286 training time (s) 17.193978785714286 CO2 Emission (g) 0.14237826092857142	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FgMDM	AUC-ROC 90.18214285714286 training time (s) 1.5857523525357142 CO2 Emission (g) 0.000829699048642857	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + SVM	AUC-ROC 89.19285714285714 training time (s) 11.710567267857144 CO2 Emission (g) 0.009411417503571428	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DLCSPauto + shLDA	AUC-ROC 88.87321428571428 training time (s) 1.1508428444642858 CO2 Emission (g) 0.0005799335712857143	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + LDA	AUC-ROC 88.52321428571429 training time (s) 1.07737538725 CO2 Emission (g) 0.000595994413607143	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DeepConvNet	AUC-ROC 88.12321428571428 training time (s) 15.592928589285714 CO2 Emission (g) 0.12839999017857143	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
MDM	AUC-ROC 86.20357142857144 training time (s) 1.3408162827142858 CO2 Emission (g) 0.0007177980582857143	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGTCNet	AUC-ROC 77.21160714285715 training time (s) 22.635748839285714 CO2 Emission (g) 0.18671340807142858	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 72.33571428571429 training time (s) 41.56138553571429 CO2 Emission (g) 0.34515593464285715	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 71.94642857142857 training time (s) 19.546656482142858 CO2 Emission (g) 0.16193158389285714	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1