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

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Shin2017A 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
CSP + LDA	AUC-ROC 72.29885057471265 training time (s) 6.032976467126437 CO2 Emission (g) 0.0031280651400344825	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ACM + TS + SVM	AUC-ROC 70.97701149425288 training time (s) 18.935673712643677 CO2 Emission (g) 0.44081082241379316	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FgMDM	AUC-ROC 70.86206896551724 training time (s) 12.416171135632183 CO2 Emission (g) 0.006155834353908047	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DLCSPauto + shLDA	AUC-ROC 70.3448275862069 training time (s) 5.865132493643678 CO2 Emission (g) 0.002772973099505747	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + SVM	AUC-ROC 70.11494252873564 training time (s) 9.313418644827586 CO2 Emission (g) 0.005158950352873563	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + LR	AUC-ROC 69.3103448275862 training time (s) 4.086728204942529 CO2 Emission (g) 0.0020542086796666668	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + EL	AUC-ROC 68.67816091954023 training time (s) 7.833182418390805 CO2 Emission (g) 0.00418902949183908	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + SVM	AUC-ROC 68.44827586206897 training time (s) 7.287723882183908 CO2 Emission (g) 0.00357418835862069	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TRCSP + LDA	AUC-ROC 67.29885057471265 training time (s) 5.785437376344828 CO2 Emission (g) 0.0028938624342988504	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FBCSP + SVM	AUC-ROC 65.63218390804599 training time (s) 0.29933049333333334 CO2 Emission (g) 0.05493400862068966	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
MDM	AUC-ROC 62.98850574712643 training time (s) 6.130959453310345 CO2 Emission (g) 0.002936805686195402	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
LogVar + LDA	AUC-ROC 61.7816091954023 training time (s) 7.392233189712644 CO2 Emission (g) 0.0037351209763448272	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
LogVar + SVM	AUC-ROC 61.37931034482759 training time (s) 7.829565021494252 CO2 Emission (g) 0.00378480009954023	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 60.80459770114942 training time (s) 73.86500129885057 CO2 Emission (g) 13.571865731034483	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 57.98850574712644 training time (s) 53.113962264367814 CO2 Emission (g) 9.758972163218392	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DeepConvNet	AUC-ROC 56.03448275862068 training time (s) 28.097837931034483 CO2 Emission (g) 5.162565710344827	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 52.18390804597701 training time (s) 47.200400390804596 CO2 Emission (g) 8.672446098850575	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGTCNet	AUC-ROC 51.26436781609196 training time (s) 118.47680619540229 CO2 Emission (g) 21.768854620689655	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 49.02298850574712 training time (s) 88.2030973908046 CO2 Emission (g) 16.20613807471264	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1