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

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Weibo2014 MOABB

아카이브 평가 19건 · 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 + EL	AUC-ROC 85.2855546 training time (s) 16.70190309 CO2 Emission (g) 0.01054370724	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ACM + TS + SVM	AUC-ROC 83.835458 training time (s) 329.502181 CO2 Emission (g) 7.47882039	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + SVM	AUC-ROC 83.7230547 training time (s) 19.7101636 CO2 Emission (g) 0.01144170013	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + LR	AUC-ROC 83.6191015 training time (s) 17.19314084 CO2 Emission (g) 0.007658937971	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + LDA	AUC-ROC 80.7190701 training time (s) 5.572459653 CO2 Emission (g) 0.003059077913	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DLCSPauto + shLDA	AUC-ROC 80.16262729999998 training time (s) 8.469146077 CO2 Emission (g) 0.0042039635710000006	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + SVM	AUC-ROC 79.8404006 training time (s) 25.68750405 CO2 Emission (g) 0.0187107375	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TRCSP + LDA	AUC-ROC 79.32908119999999 training time (s) 3.318742769 CO2 Emission (g) 0.001778520405	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 79.0972572 training time (s) 61.683436400000005 CO2 Emission (g) 7.357279468	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FgMDM	AUC-ROC 78.41374400000001 training time (s) 10.29490904 CO2 Emission (g) 0.00607642027	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FBCSP + SVM	AUC-ROC 76.81202040000001 training time (s) 3.2107585999999997 CO2 Emission (g) 0.589712181	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
LogVar + SVM	AUC-ROC 74.852519 training time (s) 19.02302114 CO2 Emission (g) 0.00979238033	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
LogVar + LDA	AUC-ROC 74.1323346 training time (s) 5.320173393999999 CO2 Emission (g) 0.002844444774	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DeepConvNet	AUC-ROC 73.6449296 training time (s) 34.809638 CO2 Emission (g) 2.3282129534	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 66.4564741 training time (s) 19.67945195 CO2 Emission (g) 0.7898681898000001	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGTCNet	AUC-ROC 63.16485980000001 training time (s) 28.1203618 CO2 Emission (g) 0.5258725022999999	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 59.3464601 training time (s) 20.2672368 CO2 Emission (g) 1.1843646793	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
MDM	AUC-ROC 58.801497999999995 training time (s) 8.631213726 CO2 Emission (g) 0.004551940515	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 57.965879799999996 training time (s) 42.3490198 CO2 Emission (g) 2.6715904881	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1