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

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Schirrmeister2017 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 98.9680807142857 training time (s) 330.0909378571428 CO2 Emission (g) 9.63215142142857	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + SVM	AUC-ROC 98.72027014285713 training time (s) 349.39148821428574 CO2 Emission (g) 0.3588719162857143	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + LR	AUC-ROC 98.59824428571429 training time (s) 13.988061071428572 CO2 Emission (g) 0.014680511778571428	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + EL	AUC-ROC 98.56472542857144 training time (s) 327.06053857142854 CO2 Emission (g) 0.3353505528571428	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FgMDM	AUC-ROC 98.47625814285713 training time (s) 82.60363664285714 CO2 Emission (g) 0.089541701	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 98.05647592857143 training time (s) 320.2012192857143 CO2 Emission (g) 40.59940300142857	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + SVM	AUC-ROC 97.50308285714286 training time (s) 45.233243214285714 CO2 Emission (g) 0.04334756092857143	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FBCSP + SVM	AUC-ROC 97.39603707142858 training time (s) 198.47335871428572 CO2 Emission (g) 36.42587592857143	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGTCNet	AUC-ROC 97.14958464285715 training time (s) 280.00296785714283 CO2 Emission (g) 29.02176669	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + LDA	AUC-ROC 97.02462435714286 training time (s) 0.5883504935714285 CO2 Emission (g) 0.00044260885642857144	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DLCSPauto + shLDA	AUC-ROC 96.95337171428572 training time (s) 0.5423086028571429 CO2 Emission (g) 0.0004114472164285714	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 96.49739557142858 training time (s) 91.89510485714287 CO2 Emission (g) 6.778447587857142	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 96.04328542857142 training time (s) 130.05448907142858 CO2 Emission (g) 6.278272536428571	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DeepConvNet	AUC-ROC 95.901341 training time (s) 106.127537 CO2 Emission (g) 6.213161058571428	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 89.48676185714287 training time (s) 464.49325142857145 CO2 Emission (g) 42.28841732428571	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
MDM	AUC-ROC 84.6734955 training time (s) 11.868311578571427 CO2 Emission (g) 0.012343685785714287	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1