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BrainInvaders2015a 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 93.05381111627908 training time (s) 2.1127921527131783 CO2 Emission (g) 0.010436311162015504	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWNCov + MDM	AUC-ROC 92.56596253488371 training time (s) 0.4988526374418605 CO2 Emission (g) 0.0024371379224806203	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 90.70906591472868 training time (s) 19.85593708914729	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 87.61770750387598 training time (s) 199.32986724031008	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 86.79717793023256 training time (s) 14.414908054263565	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ERPCov + MDM	AUC-ROC 80.01716807751939 training time (s) 3.9502074596899224 CO2 Emission (g) 0.019448981011627904	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 77.92098565891473 training time (s) 0.560524827751938 CO2 Emission (g) 0.0052664793930232556	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWN + LDA	AUC-ROC 76.01550499224807 training time (s) 0.7962977278294574 CO2 Emission (g) 0.0039047394186046513	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 59.55947582945736 training time (s) 15.322640255813955	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1