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Huebner2017 MOABB

아카이브 평가 9건 · 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
XDAWNCov + TS + SVM	AUC-ROC 98.68678031578948 training time (s) 10.07638602631579 CO2 Emission (g) 0.06488028365789474	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 98.28146008108108 training time (s) 73.38250045945946	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWNCov + MDM	AUC-ROC 98.07393668421052 training time (s) 4.846665142105263 CO2 Emission (g) 0.02386866539473684	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWN + LDA	AUC-ROC 97.74267144736841 training time (s) 25.946418210526314 CO2 Emission (g) 0.12781473060526316	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ERPCov(svd_n=4) + MDM	AUC-ROC 96.20552692105264 training time (s) 4.081931507894737 CO2 Emission (g) 0.03857930394736842	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 95.78304654054055 training time (s) 675.4294938108109	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ERPCov + MDM	AUC-ROC 94.469262 training time (s) 27.91168176315789 CO2 Emission (g) 0.13750907568421053	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 90.959699 training time (s) 1543.135988162162	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 79.73031656756756 training time (s) 4185.744198918919	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1