HyperAI초신경

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

한국어

HyperAI초신경

Within Session Motor Imagery Right Hand Vs

평가 지표

AUC-ROC

CO2 Emission (g)

training time (s)

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	AUC-ROC	CO2 Emission (g)	training time (s)	Paper Title	Repository
FgMDM	79.84375	0.00010770661525000001	0.419455321625	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + SVM	82.65625	0.000746707585	3.0611184312499997	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGTCNet	61.09375	0.32988478875	34.859817375	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + SVM	78.59375	0.0020791944125	4.649679825	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + LR	83.75	0.000240011290125	1.390257074875	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet	47.5	0.23635414124999998	25.280098125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + EL	81.40625	0.00053827818375	1.177448355	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + LDA	77.1875	0.00078139250425	2.24472090125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
MDM	74.21875	0.00035755518724999997	2.244058851625	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ACM + TS + SVM	83.59375	0.1485686325	5.5518258375	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DLCSPauto + shLDA	77.03125	0.000210748843625	0.96225866875	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
FBCSP + SVM	80.78125	0.213897607	1.1647642375	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX	52.34375	0.32373731	34.4930355	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	64.21875	0.274686495	29.150003124999998	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DeepConvNet	61.875	0.1890227225	20.30683625	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,2	64.21875	0.21616533875	22.844518	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

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