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Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.004687019133333334
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
78.50732679999999
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
1.2824246142888889
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0005384169830822222
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
78.29806786666667
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
2.0932973742222223
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0008958152281111112
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
77.65547846666666
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
training time (s)
0.9042913831777778
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-004 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0003528847734
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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