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BrainInvaders2013a 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 92.71220376712328 training time (s) 1.2172368082191782 CO2 Emission (g) 0.005985859813698631	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWNCov + MDM	AUC-ROC 90.96501701369863 training time (s) 0.30659427246575344 CO2 Emission (g) 0.001490637705479452	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 90.01125384931507 training time (s) 16.593567684931507	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 88.61672143835617 training time (s) 25.649349828767125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 85.40249767123287 training time (s) 13.898916060273972	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 82.06941052054795 training time (s) 0.22355115438356163 CO2 Emission (g) 0.002071112097260274	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ERPCov + MDM	AUC-ROC 80.58733515068494 training time (s) 1.0407688483561643 CO2 Emission (g) 0.005112474912328768	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWN + LDA	AUC-ROC 76.74075019178083 training time (s) 0.5100849124657535 CO2 Emission (g) 0.0024966474219178083	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 74.50491942465753 training time (s) 9.185006005479453	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1