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BNCI2014-008 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 85.99520425 training time (s) 48.9808785	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 85.91137825 training time (s) 31.55059125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWNCov + TS + SVM	AUC-ROC 85.609029625 training time (s) 8.160695075 CO2 Emission (g) 0.035406213775	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 83.856046375 training time (s) 47.301771625	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWN + LDA	AUC-ROC 82.244593125 training time (s) 5.2152112625000004 CO2 Emission (g) 0.0257013525	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 81.07391687500001 training time (s) 27.2347555	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWNCov + MDM	AUC-ROC 77.619541 training time (s) 1.5414688625 CO2 Emission (g) 0.0075848861750000005	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 75.424771125 training time (s) 1.014923625 CO2 Emission (g) 0.009542170825	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ERPCov + MDM	AUC-ROC 74.298471 training time (s) 2.4383516875 CO2 Emission (g) 0.0120071045	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1