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Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
72.35971368888889
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
6.921017688888888
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.05743548577777778
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
72.35753537777777
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
9.503357968888889
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.08229932173333333
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
69.69639757777777
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
training time (s)
15.25518438888889
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.12710436082222223
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
AUC-ROC
69.498559
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
training time (s)
8.935735724444443
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.07430071106666666
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
AUC-ROC
66.52779386666666
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
training time (s)
13.068636999999999
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.10765803022222223
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
65.09554904444444
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
training time (s)
11.108478222222223
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.09232083362222221
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
AUC-ROC
85.2855546
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
training time (s)
16.70190309
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.01054370724
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
83.835458
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
329.502181
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
7.47882039
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
83.7230547
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
19.7101636
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.01144170013
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
AUC-ROC
83.6191015
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
training time (s)
17.19314084
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.007658937971
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
80.7190701
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
5.572459653
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.003059077913
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
80.16262729999998
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
training time (s)
8.469146077
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0042039635710000006
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
79.8404006
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
25.68750405
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0187107375
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
TRCSP + LDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
79.32908119999999
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
TRCSP + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
3.318742769
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
TRCSP + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.001778520405
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
79.0972572
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
61.683436400000005
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
7.357279468
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
78.41374400000001
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
training time (s)
10.29490904
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.00607642027
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
76.81202040000001
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
3.2107585999999997
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.589712181
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
74.852519
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
19.02302114
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.00979238033
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
74.1323346
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
5.320173393999999
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.002844444774
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
73.6449296
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
34.809638
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
2.3282129534
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
AUC-ROC
66.4564741
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
training time (s)
19.67945195
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.7898681898000001
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
63.16485980000001
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
training time (s)
28.1203618
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.5258725022999999
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
59.3464601
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
training time (s)
20.2672368
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
1.1843646793
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
58.801497999999995
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
training time (s)
8.631213726
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.004551940515
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
AUC-ROC
57.965879799999996
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
training time (s)
42.3490198
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Weibo2014 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
2.6715904881
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
AUC-ROC
89.2466661
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
training time (s)
243.142401
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.269148976
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
88.0777776
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
265.222582
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.28341764999999997
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
AUC-ROC
87.60000099999999
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
training time (s)
34.60417205
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0139535835
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
87.42888820000002
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
325.665074
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
6.55720808
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
87.0177778
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
training time (s)
85.13785279999999
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.15610860310000002
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
86.52888920000001
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
277.2352575
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
2.3070343
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
AUC-ROC
83.0155557
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
training time (s)
117.19713259999999
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.9723642659999999
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
82.382222
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
110.56912460000001
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.9234428940000001
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
81.7311101