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BrainInvaders2014b 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 91.88114464864864 training time (s) 0.932672401891892 CO2 Emission (g) 0.004579043135135135	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWNCov + MDM	AUC-ROC 91.58241135135135 training time (s) 0.2431399435135135 CO2 Emission (g) 0.0011774970894594596	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 86.26866734210526 training time (s) 15.856247092105264	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 83.87045207894737 training time (s) 18.323774763157896	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWN + LDA	AUC-ROC 83.72681281081081 training time (s) 0.44246931054054056 CO2 Emission (g) 0.0021593195945945947	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 80.14453618421052 training time (s) 11.691945342105264	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ERPCov + MDM	AUC-ROC 78.56550172972973 training time (s) 1.7454204 CO2 Emission (g) 0.008591208308108108	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 76.47954105405405 training time (s) 0.2674589289189189 CO2 Emission (g) 0.002490634086486486	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 63.752483210526314 training time (s) 8.105964836842105	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1