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

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PhysionetMotorImagery 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 68.4798674678899 training time (s) 14.023694665137615 CO2 Emission (g) 0.4211595544036697	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FgMDM	AUC-ROC 68.45973491743119 training time (s) 6.395441841284404 CO2 Emission (g) 0.0030451742727522933	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + SVM	AUC-ROC 68.17686030275229 training time (s) 4.376171044495413 CO2 Emission (g) 0.002011187666788991	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + EL	AUC-ROC 67.9113149174312 training time (s) 6.133613628073395 CO2 Emission (g) 0.002922431799908257	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + LR	AUC-ROC 67.28338431192661 training time (s) 4.225256745229358 CO2 Emission (g) 0.0016746719404036696	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TRCSP + LDA	AUC-ROC 67.2357288440367 training time (s) 4.659003014128441 CO2 Emission (g) 0.002136693423082569	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + LDA	AUC-ROC 65.74796130275229 training time (s) 4.20135004233945 CO2 Emission (g) 0.0015942293279908256	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + SVM	AUC-ROC 65.71304793577983 training time (s) 7.022697680733945 CO2 Emission (g) 0.0033223538248623855	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 65.1939347614679 training time (s) 12.345875044954127 CO2 Emission (g) 2.6320094714220184	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DLCSPauto + shLDA	AUC-ROC 65.07415901834862 training time (s) 3.403307553027523 CO2 Emission (g) 0.0012151826062018348	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
LogVar + SVM	AUC-ROC 62.34913353211009 training time (s) 3.982814494036697 CO2 Emission (g) 0.0016599262179357798	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
LogVar + LDA	AUC-ROC 61.938583036697246 training time (s) 5.312168379816514 CO2 Emission (g) 0.0024540891949541284	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DeepConvNet	AUC-ROC 59.57492357798165 training time (s) 9.95131664587156 CO2 Emission (g) 2.1069343064220183	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 59.552752311926604 training time (s) 12.154883428440368 CO2 Emission (g) 2.5409163972477065	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FBCSP + SVM	AUC-ROC 58.44724773394495 training time (s) 1.6316544247706422 CO2 Emission (g) 0.2997174272477064	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGTCNet	AUC-ROC 55.90341492660551 training time (s) 13.434462706422018 CO2 Emission (g) 2.8180092174311926	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
MDM	AUC-ROC 54.75993883486239 training time (s) 4.593253893211009 CO2 Emission (g) 0.0019827723381192664	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 52.70922529357799 training time (s) 11.497989633027524 CO2 Emission (g) 2.407468192660551	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 51.19622834862385 training time (s) 12.67985970183486 CO2 Emission (g) 2.8861695403669723	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1