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

Papers with Code · CC BY-SA 4.0

Lee2019-MI 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
TS + EL	AUC-ROC 84.74444444444444 training time (s) 4.678475692592593 CO2 Emission (g) 0.002646718319444444	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ACM + TS + SVM	AUC-ROC 84.16666666666667 training time (s) 29.706403990740743 CO2 Emission (g) 0.8164949121481482	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + SVM	AUC-ROC 83.57037037037037 training time (s) 5.273111012962963 CO2 Emission (g) 0.0024145104012962965	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + LR	AUC-ROC 83.09259259259258 training time (s) 2.4829364574074075 CO2 Emission (g) 0.0008697607500925927	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FgMDM	AUC-ROC 81.3425925925926 training time (s) 5.031711893518518 CO2 Emission (g) 0.0021175731353703705	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + SVM	AUC-ROC 77.27037037037037 training time (s) 8.139176210185186 CO2 Emission (g) 0.005258449698148148	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + LDA	AUC-ROC 76.88148148148147 training time (s) 3.3465501966666666 CO2 Emission (g) 0.0012470851392592593	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DLCSPauto + shLDA	AUC-ROC 76.68703703703704 training time (s) 4.686696781111111 CO2 Emission (g) 0.0014866114661481482	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TRCSP + LDA	AUC-ROC 76.2611111111111 training time (s) 3.8623176347222223 CO2 Emission (g) 0.001290584364037037	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 75.82777777777778 training time (s) 52.18373611111111 CO2 Emission (g) 0.0627169262962963	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FBCSP + SVM	AUC-ROC 75.07222222222222 training time (s) 2.7125740925925927 CO2 Emission (g) 0.4983456616666667	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
LogVar + SVM	AUC-ROC 73.83148148148148 training time (s) 4.534608688425926 CO2 Emission (g) 0.0023018676362962964	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DeepConvNet	AUC-ROC 70.64722222222223 training time (s) 19.933118574074072 CO2 Emission (g) 0.08747840010185186	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
MDM	AUC-ROC 70.22962962962963 training time (s) 3.1416363901851856 CO2 Emission (g) 0.00100529917	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
LogVar + LDA	AUC-ROC 66.21296296296296 training time (s) 6.251461617777778 CO2 Emission (g) 0.0026458692239444445	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 65.67222222222222 training time (s) 14.961433282407407 CO2 Emission (g) 0.06521628261574074	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 59.166666666666664 training time (s) 19.277117560185186 CO2 Emission (g) 0.08459861206481481	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGTCNet	AUC-ROC 55.681481481481484 training time (s) 17.962674342592592 CO2 Emission (g) 0.07880292099074075	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 55.12222222222223 training time (s) 39.780105 CO2 Emission (g) 0.17330265775	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1