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

Papers with Code · CC BY-SA 4.0

Zhou2016 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
ShallowConvNet	AUC-ROC 95.65019116666667 training time (s) 18.007408791666666 CO2 Emission (g) 0.1549817675	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ACM + TS + SVM	AUC-ROC 95.18760766666666 training time (s) 4.912889991666667 CO2 Emission (g) 0.13623877575	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 94.84044641666665 training time (s) 13.72778775 CO2 Emission (g) 0.11864727041666667	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DeepConvNet	AUC-ROC 94.41753624999998 training time (s) 13.273857999999999 CO2 Emission (g) 0.11453622516666667	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + EL	AUC-ROC 94.35313333333333 training time (s) 3.7908793 CO2 Emission (g) 0.0018601271058333332	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + LR	AUC-ROC 94.16005008333333 training time (s) 2.283726725 CO2 Emission (g) 0.0007884223154166666	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TRCSP + LDA	AUC-ROC 93.533263 training time (s) 2.9101597717500005 CO2 Emission (g) 0.0009910642599999999	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + SVM	AUC-ROC 93.37149766666667 training time (s) 5.204099866666667 CO2 Emission (g) 0.0025104166216666666	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + LDA	AUC-ROC 93.14890566666666 training time (s) 1.3644024541666664 CO2 Emission (g) 0.0006859483835833334	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + SVM	AUC-ROC 92.96259333333333 training time (s) 10.441263425 CO2 Emission (g) 0.006482190183333333	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FBCSP + SVM	AUC-ROC 92.63712633333334 training time (s) 0.6734122016666667 CO2 Emission (g) 0.12367576549999999	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DLCSPauto + shLDA	AUC-ROC 92.55652333333333 training time (s) 6.522374073333334 CO2 Emission (g) 0.0033206487941666667	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FgMDM	AUC-ROC 92.5358025 training time (s) 2.4993543233333333 CO2 Emission (g) 0.0012211545708333334	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
MDM	AUC-ROC 90.7018375 training time (s) 5.702021107499999 CO2 Emission (g) 0.0022293055558333334	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
LogVar + SVM	AUC-ROC 88.46995433333333 training time (s) 5.637304889999999 CO2 Emission (g) 0.0020454070625	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
LogVar + LDA	AUC-ROC 88.38607883333333 training time (s) 3.2995239900000004 CO2 Emission (g) 0.0012580402871666667	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGTCNet	AUC-ROC 82.2366395 training time (s) 16.823401416666666 CO2 Emission (g) 0.16067158750000002	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 69.41324841666666 training time (s) 14.432597083333334 CO2 Emission (g) 0.12495182708333334	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 61.559105 training time (s) 20.40160175 CO2 Emission (g) 0.17477492000000003	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1