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Huebner2018 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 98.46594386111111 training time (s) 9.940868125 CO2 Emission (g) 0.07899148369444445	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 98.17509305555555 training time (s) 78.75188250000001	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWNCov + MDM	AUC-ROC 97.78393108333331 training time (s) 5.015010133333333 CO2 Emission (g) 0.02470122563888889	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWN + LDA	AUC-ROC 97.53628586111111 training time (s) 32.70688272222222 CO2 Emission (g) 0.16110926027777778	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 96.608676 training time (s) 3.9697683444444447 CO2 Emission (g) 0.03743309013888889	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ERPCov + MDM	AUC-ROC 95.14819502777779 training time (s) 31.349976444444444 CO2 Emission (g) 0.1544211313888889	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 89.71045811111111 training time (s) 1587.3318289166666	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 87.6017086111111 training time (s) 2489.9952416666665	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 76.54384258333333 training time (s) 4893.720471111111	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1