← Within-Session ERP

Papers with Code · CC BY-SA 4.0

Sosulski2019 MOABB

아카이브 평가 9건 · 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
EEGITNet	AUC-ROC 88.82306907692308 training time (s) 254.26117153846155	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWNCov + TS + SVM	AUC-ROC 87.28411109999999 training time (s) 4.33317254 CO2 Emission (g) 0.027893668675	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 87.13865323076924 training time (s) 169.22427923076924	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 86.17639538461539 training time (s) 292.10557615384613	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWNCov + MDM	AUC-ROC 86.07416710000001 training time (s) 2.812111245 CO2 Emission (g) 0.013847520075	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 78.35273161538461 training time (s) 215.27583423076925	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ERPCov(svd_n=4) + MDM	AUC-ROC 70.632222375 training time (s) 1.6276701575 CO2 Emission (g) 0.015362666562499998	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ERPCov + MDM	AUC-ROC 68.16548655 training time (s) 12.6986916875 CO2 Emission (g) 0.062550748675	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWN + LDA	AUC-ROC 67.48655605 training time (s) 7.327161445 CO2 Emission (g) 0.0360850438	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1