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

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AlexandreMotorImagery 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 + LR	AUC-ROC 83.75 training time (s) 1.390257074875 CO2 Emission (g) 0.000240011290125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ACM + TS + SVM	AUC-ROC 83.59375 training time (s) 5.5518258375 CO2 Emission (g) 0.1485686325	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + SVM	AUC-ROC 82.65625 training time (s) 3.0611184312499997 CO2 Emission (g) 0.000746707585	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + EL	AUC-ROC 81.40625 training time (s) 1.177448355 CO2 Emission (g) 0.00053827818375	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FBCSP + SVM	AUC-ROC 80.78125 training time (s) 1.1647642375 CO2 Emission (g) 0.213897607	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FgMDM	AUC-ROC 79.84375 training time (s) 0.419455321625 CO2 Emission (g) 0.00010770661525000001	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + SVM	AUC-ROC 78.59375 training time (s) 4.649679825 CO2 Emission (g) 0.0020791944125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + LDA	AUC-ROC 77.1875 training time (s) 2.24472090125 CO2 Emission (g) 0.00078139250425	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DLCSPauto + shLDA	AUC-ROC 77.03125 training time (s) 0.96225866875 CO2 Emission (g) 0.000210748843625	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
MDM	AUC-ROC 74.21875 training time (s) 2.244058851625 CO2 Emission (g) 0.00035755518724999997	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 64.21875 training time (s) 22.844518 CO2 Emission (g) 0.21616533875	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 64.21875 training time (s) 29.150003124999998 CO2 Emission (g) 0.274686495	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DeepConvNet	AUC-ROC 61.875 training time (s) 20.30683625 CO2 Emission (g) 0.1890227225	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGTCNet	AUC-ROC 61.09375 training time (s) 34.859817375 CO2 Emission (g) 0.32988478875	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 52.34375 training time (s) 34.4930355 CO2 Emission (g) 0.32373731	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 47.5 training time (s) 25.280098125 CO2 Emission (g) 0.23635414124999998	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1