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

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PhysionetMotorImagery 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
TS + SVM	AUC-ROC 94.27232417431192 training time (s) 4.69788353027523 CO2 Emission (g) 0.002292956512844037	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + EL	AUC-ROC 94.09464829357799 training time (s) 4.660472736697248 CO2 Emission (g) 0.0023048844770642203	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ACM + TS + SVM	AUC-ROC 93.72140674311926 training time (s) 13.275803577981652 CO2 Emission (g) 0.3743661817798165	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + LR	AUC-ROC 93.14561674311926 training time (s) 3.9450754762385323 CO2 Emission (g) 0.0011862718552201835	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FgMDM	AUC-ROC 89.6715086146789 training time (s) 3.6619959064220184 CO2 Emission (g) 0.0016952853321100917	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + SVM	AUC-ROC 88.03649339449541 training time (s) 7.574546786238533 CO2 Emission (g) 0.004252216568807339	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DLCSPauto + shLDA	AUC-ROC 86.80902140366973 training time (s) 1.9964198499449541 CO2 Emission (g) 0.0006039077076697248	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + LDA	AUC-ROC 86.41442402752293 training time (s) 2.1433882502201835 CO2 Emission (g) 0.0006479088561559633	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FBCSP + SVM	AUC-ROC 83.96839963302753 training time (s) 1.4225005266055046 CO2 Emission (g) 0.2592725837798165	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
MDM	AUC-ROC 81.77716613761469 training time (s) 2.9963101233394496 CO2 Emission (g) 0.0009060356478532111	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 74.75147803669724 training time (s) 12.103473417431193 CO2 Emission (g) 0.7205820762752294	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 73.77573903669725 training time (s) 14.662491354128441 CO2 Emission (g) 0.7542787600917431	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DeepConvNet	AUC-ROC 71.49345055045872 training time (s) 17.621344155963303 CO2 Emission (g) 2.596559912321101	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGTCNet	AUC-ROC 57.02803262385321 training time (s) 12.905036509174312 CO2 Emission (g) 1.8152764195963302	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 54.69051987155964 training time (s) 14.05607252293578 CO2 Emission (g) 1.4469922132752293	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 51.76753313761468 training time (s) 15.441041990825688 CO2 Emission (g) 0.6592816424495412	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1