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BrainInvaders2014a 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
EEGITNet	AUC-ROC 86.65828684375 training time (s) 22.878644265625	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWNCov + TS + SVM	AUC-ROC 85.766639203125 training time (s) 2.4124490578125 CO2 Emission (g) 0.0118778180875	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 85.082494609375 training time (s) 40.16552703125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 82.089285546875 training time (s) 17.4438248203125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWNCov + MDM	AUC-ROC 80.87908620312501 training time (s) 0.55664274078125 CO2 Emission (g) 0.002724634465625	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 72.112766 training time (s) 0.593198109375 CO2 Emission (g) 0.0055548682296875	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ERPCov + MDM	AUC-ROC 71.61664846875 training time (s) 2.19471158046875 CO2 Emission (g) 0.0108043912796875	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWN + LDA	AUC-ROC 66.600249390625 training time (s) 1.09766276640625 CO2 Emission (g) 0.00539390185625	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 63.189278171874996 training time (s) 11.1103096703125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1