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

Papers with Code · CC BY-SA 4.0

Zhou2016 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 97.20956825 training time (s) 4.858959566666667 CO2 Emission (g) 0.12496935208333333	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 97.06439391666666 training time (s) 18.427412083333333 CO2 Emission (g) 0.1509912575	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + LR	AUC-ROC 96.76458083333334 training time (s) 0.08235803066666667 CO2 Emission (g) 5.349374241666666e-05	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + EL	AUC-ROC 96.58612958333333 training time (s) 0.7517524533333333 CO2 Emission (g) 0.0005289931975	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + SVM	AUC-ROC 96.10875391666666 training time (s) 0.7894516191666666 CO2 Emission (g) 0.0005871264258333333	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FgMDM	AUC-ROC 96.03910916666666 training time (s) 0.23585249774999997 CO2 Emission (g) 0.00010140754249999999	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DeepConvNet	AUC-ROC 95.91615191666666 training time (s) 10.515160691666667 CO2 Emission (g) 0.08542806208333333	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + LDA	AUC-ROC 95.19816666666668 training time (s) 0.12567347733333334 CO2 Emission (g) 5.386587691666667e-05	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + SVM	AUC-ROC 94.95107591666667 training time (s) 4.423639016666667 CO2 Emission (g) 0.00316684425	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FBCSP + SVM	AUC-ROC 94.63445591666667 training time (s) 0.7107954383333334 CO2 Emission (g) 0.13053382583333334	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 94.58252499999999 training time (s) 11.2586846 CO2 Emission (g) 0.09276203341666667	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DLCSPauto + shLDA	AUC-ROC 94.43122416666667 training time (s) 0.10749997658333332 CO2 Emission (g) 5.045180425e-05	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
MDM	AUC-ROC 92.21307508333332 training time (s) 0.062127622166666674 CO2 Emission (g) 3.917033591666667e-05	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGTCNet	AUC-ROC 85.46364075 training time (s) 16.91200925 CO2 Emission (g) 0.13808337241666666	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 80.40247383333333 training time (s) 12.826676 CO2 Emission (g) 0.10409523749999999	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 64.79907375 training time (s) 21.63750320833333 CO2 Emission (g) 0.17851248916666665	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1