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BrainInvaders2015b 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 84.55596702272726 training time (s) 8.7821148 CO2 Emission (g) 0.043256562954545455	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWNCov + MDM	AUC-ROC 83.47637268181818 training time (s) 1.9377388022727273 CO2 Emission (g) 0.009540853547727273	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 83.33420745454546 training time (s) 51.57266440909091	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 82.65727052272726 training time (s) 36.372572295454546	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 81.59775325 training time (s) 105.33800122727274	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWN + LDA	AUC-ROC 77.22383009090909 training time (s) 6.902407668181818 CO2 Emission (g) 0.03399095902272727	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 77.09262879545456 training time (s) 2.337742318181818 CO2 Emission (g) 0.022060082954545455	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ERPCov + MDM	AUC-ROC 75.03742063636363 training time (s) 17.70060197727273 CO2 Emission (g) 0.08719968354545454	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 73.19578579545454 training time (s) 50.65970795454545	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1