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

Papers with Code · CC BY-SA 4.0

Cho2017 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 76.2289796153846 training time (s) 13.766507201923076 CO2 Emission (g) 0.008755807778846155	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ACM + TS + SVM	AUC-ROC 75.52711013461538 training time (s) 62.31514830769231 CO2 Emission (g) 1.8557469153846153	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + LR	AUC-ROC 75.00852038461538 training time (s) 6.214885324999999 CO2 Emission (g) 0.0018744818367307692	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TS + SVM	AUC-ROC 74.61810898076924 training time (s) 12.687089688461539 CO2 Emission (g) 0.008696662651923077	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 73.83557690384616 training time (s) 46.979712846153845 CO2 Emission (g) 0.058521977903846154	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FgMDM	AUC-ROC 72.89826388461537 training time (s) 4.56839715 CO2 Emission (g) 0.002231383398076923	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + SVM	AUC-ROC 71.92080661538462 training time (s) 20.833295817307693 CO2 Emission (g) 0.013585275634615385	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
TRCSP + LDA	AUC-ROC 71.84767628846154 training time (s) 3.8611871384615384 CO2 Emission (g) 0.001189626241	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DeepConvNet	AUC-ROC 71.67248932692308 training time (s) 60.08802442307693 CO2 Emission (g) 0.2637025025	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
CSP + LDA	AUC-ROC 71.38116988461539 training time (s) 3.884574095846154 CO2 Emission (g) 0.0011575846306923075	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
DLCSPauto + shLDA	AUC-ROC 71.15633009615384 training time (s) 3.4957703001923077 CO2 Emission (g) 0.001064577328173077	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
FBCSP + SVM	AUC-ROC 67.90934826923076 training time (s) 2.7608346807692308 CO2 Emission (g) 0.003133048219230769	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 66.78533653846154 training time (s) 22.314706884615383 CO2 Emission (g) 0.09790713498076922	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
LogVar + SVM	AUC-ROC 65.46407580769231 training time (s) 4.417776592307693 CO2 Emission (g) 0.0015806333348076923	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
LogVar + LDA	AUC-ROC 64.49059826923077 training time (s) 2.7242354466346157 CO2 Emission (g) 0.0009515043146153847	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
MDM	AUC-ROC 63.39276176923077 training time (s) 6.796549341730769 CO2 Emission (g) 0.00237880536	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGTCNet	AUC-ROC 58.33552344230769 training time (s) 27.13974953846154 CO2 Emission (g) 0.1190211419423077	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 57.196153846153855 training time (s) 26.596911269230766 CO2 Emission (g) 0.11474572860576923	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 53.279941384615384 training time (s) 49.56457763461538 CO2 Emission (g) 0.2174445951923077	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1