HyperAI超神経

ホームニュース最新論文チュートリアルデータセット百科事典 SOTA LLMモデル GPU ランキング学会

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HyperAI超神経

Within Session Erp On Braininvaders2015B

評価指標

AUC-ROC

training time (s)

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名	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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