HyperAI초신경

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

한국어

HyperAI초신경

Within Session Motor Imagery All Classes On 5

평가 지표

Accuracy

CO2 Emission (g)

training time (s)

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	Accuracy	CO2 Emission (g)	training time (s)	Paper Title	Repository
FgMDM	56.9400009	0.00332279971	3.4260148399999997	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + SVM	61.469286499999995	0.014714955200000001	15.092744999999999	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ACM + TS + SVM	64.3835718	6.1498658200000005	335.21023	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + EL	63.840714199999994	0.0319534623	34.0226515	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	48.9364276	22.743277258	100.2113981	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + LDA	39.4492859	0.0037056161800000003	4.84518394	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DLCSPauto + shLDA	38.8442857	0.00369364373	4.82886682	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet	25.7807146	13.394392257000002	43.4866037	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + LR	62.762142	0.00205973584	2.12094548	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGTCNet	17.9464288	15.281205185	47.42458	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,2	35.3514286	10.5262206565	34.2388724	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
MDM	33.4078569	0.00188059405	2.01196917	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + SVM	44.0792858	0.5357583659999999	677.4126650000001	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
FBCSP + SVM	45.212857299999996	0.030076381000000003	37.9020129	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX	30.215714	35.190156514	126.255782	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DeepConvNet	24.1678569	30.440530905000003	73.0829022	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

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