HyperAI초신경

홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Within Session Erp On Braininvaders2015B

평가 지표

AUC-ROC

training time (s)

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	AUC-ROC	training time (s)	Paper Title	Repository
EEGNet-8,2	82.65727052272726	36.372572295454546	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWNCov + TS + SVM	84.55596702272726	8.7821148	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov(svd_n=4) + MDM	77.09262879545456	2.337742318181818	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWNCov + MDM	83.47637268181818	1.9377388022727273	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov + MDM	75.03742063636363	17.70060197727273	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	73.19578579545454	50.65970795454545	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX	81.59775325	105.33800122727274	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWN + LDA	77.22383009090909	6.902407668181818	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet	83.33420745454546	51.57266440909091	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

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