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SOTA
会话内事件相关电位
Within Session Erp On Bnci2014 009 Moabb
Within Session Erp On Bnci2014 009 Moabb
评估指标
AUC-ROC
training time (s)
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
AUC-ROC
training time (s)
Paper Title
Repository
XDAWNCov + TS + SVM
93.42633376666666
1.2433190566666668
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet
92.20581209999999
14.687204666666666
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWNCov + MDM
92.0386331
0.31271911366666666
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,2
91.3685305
11.758606149999999
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX
90.57953203333334
14.724422183333333
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet
85.12375750000001
10.642818243333332
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov(svd_n=4) + MDM
84.51730606666668
0.27403514700000003
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov + MDM
81.155062
1.1838480853333333
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWN + LDA
64.0324565
0.4082341586666667
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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Within Session Erp On Bnci2014 009 Moabb | SOTA | HyperAI超神经