← Within-Session ERP

Papers with Code · CC BY-SA 4.0

BNCI2015-003 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
XDAWNCov + MDM	AUC-ROC 83.0813024 training time (s) 0.872752316 CO2 Emission (g) 0.0042846727000000005	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWNCov + TS + SVM	AUC-ROC 82.9463175 training time (s) 4.73371116 CO2 Emission (g) 0.02330993935	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGITNet	AUC-ROC 81.8696517 training time (s) 31.673819200000004	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNet-8,2	AUC-ROC 81.1056664 training time (s) 21.2605219	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
XDAWN + LDA	AUC-ROC 78.6240163 training time (s) 1.74386197 CO2 Emission (g) 0.00903317618	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
EEGNeX	AUC-ROC 77.73544530000001 training time (s) 27.2078305	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 76.9320484 training time (s) 0.5074777229999999 CO2 Emission (g) 0.0047693783	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ERPCov + MDM	AUC-ROC 76.7858569 training time (s) 1.437615323 CO2 Emission (g) 0.007065287250000001	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1
ShallowConvNet	AUC-ROC 64.19801570000001 training time (s) 24.1188684	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark 2024-04-03	코드 1