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

Papers with Code · CC BY-SA 4.0

BNCI2014-002 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
ACM + TS + SVM	AUC-ROC 87.645089 training time (s) 18.66545185714286 CO2 Emission (g) 0.44054961000000004	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 87.600446 training time (s) 27.519666214285714 CO2 Emission (g) 0.242558344	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DeepConvNet	AUC-ROC 87.56138435714286 training time (s) 16.94769892857143 CO2 Emission (g) 0.14939979285714286	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + SVM	AUC-ROC 86.19419642857142 training time (s) 2.250145164285714 CO2 Emission (g) 0.0012505346957142856	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + EL	AUC-ROC 85.97656321428572 training time (s) 2.0496247785714288 CO2 Emission (g) 0.0011540398678571429	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + LR	AUC-ROC 85.85937435714285 training time (s) 0.7383969874999999 CO2 Emission (g) 0.00019676502564285715	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FgMDM	AUC-ROC 84.76562464285713 training time (s) 0.2638224375 CO2 Emission (g) 0.00011930851807142857	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 83.93415214285714 training time (s) 16.83683 CO2 Emission (g) 0.14752584	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + SVM	AUC-ROC 81.21093692857143 training time (s) 8.607374964285714 CO2 Emission (g) 0.005598228914285714	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + LDA	AUC-ROC 80.98214378571429 training time (s) 0.32359593000000003 CO2 Emission (g) 0.00014398938164285712	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DLCSPauto + shLDA	AUC-ROC 80.44642807142857 training time (s) 1.0558947701428572 CO2 Emission (g) 0.00027854637564285716	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FBCSP + SVM	AUC-ROC 80.39062507142857 training time (s) 1.506631742857143 CO2 Emission (g) 0.27677554071428573	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
MDM	AUC-ROC 77.48325942857143 training time (s) 0.5031258411428572 CO2 Emission (g) 0.0001488995962142857	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGTCNet	AUC-ROC 73.92299242857143 training time (s) 24.45626664285714 CO2 Emission (g) 0.21598919785714285	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 70.89843778571428 training time (s) 16.739025642857143 CO2 Emission (g) 0.14692778499999998	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 69.94977778571429 training time (s) 40.932428357142854 CO2 Emission (g) 0.357494305	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1