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

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Weibo2014 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 93.39429239999998 training time (s) 101.6704931 CO2 Emission (g) 2.92276621	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + EL	AUC-ROC 92.3246172 training time (s) 11.57989181 CO2 Emission (g) 0.006040798	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + SVM	AUC-ROC 91.8383288 training time (s) 9.11110455 CO2 Emission (g) 0.0059158554199999994	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + LR	AUC-ROC 91.5263066 training time (s) 4.60279952 CO2 Emission (g) 0.001118637826	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 88.696109 training time (s) 84.42076999999999 CO2 Emission (g) 19.651363984	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + SVM	AUC-ROC 88.6372764 training time (s) 14.5114632 CO2 Emission (g) 0.0101869405	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + LDA	AUC-ROC 88.59406740000001 training time (s) 2.7403618635 CO2 Emission (g) 0.0004474954558	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FgMDM	AUC-ROC 88.55835479999999 training time (s) 3.8331035200000003 CO2 Emission (g) 0.00180466725	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DLCSPauto + shLDA	AUC-ROC 88.4768809 training time (s) 4.568564723 CO2 Emission (g) 0.0007442022196	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FBCSP + SVM	AUC-ROC 88.26785749999999 training time (s) 3.09451051 CO2 Emission (g) 0.568418502	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DeepConvNet	AUC-ROC 79.28683079999999 training time (s) 35.9970033 CO2 Emission (g) 19.414860764000004	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 78.1468433 training time (s) 24.251992 CO2 Emission (g) 4.84414613	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
MDM	AUC-ROC 65.18000699999999 training time (s) 2.796476937 CO2 Emission (g) 0.000844543333	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 62.538903499999996 training time (s) 19.2195519 CO2 Emission (g) 7.962777576000001	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGTCNet	AUC-ROC 62.3676652 training time (s) 29.570441 CO2 Emission (g) 7.512717858499999	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 60.17745599999999 training time (s) 44.7978774 CO2 Emission (g) 16.597322944000002	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1