← Within-Session Motor Imagery (right hand vs. feet)

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BNCI2015-004 MOABB

아카이브 평가 16건 · 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
TS + SVM	AUC-ROC 62.55243744444444 training time (s) 3.981446488888889 CO2 Emission (g) 0.0030399768388888887	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ACM + TS + SVM	AUC-ROC 62.00432277777777 training time (s) 38.20503083333333 CO2 Emission (g) 0.9881697544444444	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + LR	AUC-ROC 61.008716111111106 training time (s) 2.3641572122222225 CO2 Emission (g) 0.0014654134566666668	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + EL	AUC-ROC 58.70323127777778 training time (s) 4.107975877777778 CO2 Emission (g) 0.003150417694444444	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FgMDM	AUC-ROC 58.31313783333333 training time (s) 4.208450687777778 CO2 Emission (g) 0.00262010596	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 57.22930833333333 training time (s) 19.448256999999998 CO2 Emission (g) 0.17052666777777778	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DeepConvNet	AUC-ROC 57.07518416666667 training time (s) 15.772786944444444 CO2 Emission (g) 0.1387313113888889	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 54.19855455555555 training time (s) 13.1632145 CO2 Emission (g) 0.11595792811111111	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + LDA	AUC-ROC 54.02069177777777 training time (s) 2.2638508043333334 CO2 Emission (g) 0.0014029495131111112	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DLCSPauto + shLDA	AUC-ROC 53.02189611111111 training time (s) 3.5652031144444445 CO2 Emission (g) 0.0022248175055555553	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 53.01977022222223 training time (s) 31.471043611111114 CO2 Emission (g) 0.2742768266666667	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FBCSP + SVM	AUC-ROC 52.50602344444445 training time (s) 0.8984944177777778 CO2 Emission (g) 0.16502183722222222	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + SVM	AUC-ROC 52.0801445 training time (s) 7.718107805555555 CO2 Emission (g) 0.0062806895666666675	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 51.408021500000004 training time (s) 16.165079277777778 CO2 Emission (g) 0.14264759755555556	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGTCNet	AUC-ROC 51.220592611111115 training time (s) 16.36140288888889 CO2 Emission (g) 0.1444858745	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
MDM	AUC-ROC 48.451672277777774 training time (s) 1.3395202661111112 CO2 Emission (g) 0.0008106952038888889	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1