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Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Cho2017 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
AUC-ROC
53.279941384615384
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Cho2017 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
training time (s)
49.56457763461538
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Cho2017 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.2174445951923077
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
91.87717316666667
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
37.19322716666667
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.8832741538888889
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
AUC-ROC
87.4123206111111
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
training time (s)
91.08604166666666
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.023651943657777775
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
86.52796605555557
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
training time (s)
58.82106999444444
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.03423917689166667
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
86.47732361111112
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
40.16215047222222
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.021483784244444443
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
AUC-ROC
86.44255583333333
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
training time (s)
23.73425226666667
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.010235186905555556
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
86.16591022222222
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
28.300448333333332
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.23767624
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
84.4368855
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
1.6411384872222223
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.30146339333333333
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
83.07369627777778
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
60.17366931666667
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.03449044713888889
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
82.74829922222222
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
training time (s)
21.795549848888886
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.006283899536444444
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
82.33597905555557
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
26.033208126666665
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.01768477408111111
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
82.07331861111112
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
13.686492722222221
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.11586982311111112
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
81.69425572222222
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
training time (s)
42.17484379888889
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.02021859091111111
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
TRCSP + LDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
79.83560116666666
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
TRCSP + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
14.69900212111111
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
TRCSP + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.008658991335722222
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
77.95615972222222
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
13.134125769444445
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.005686139496333334
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
AUC-ROC
77.15268383333334
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
training time (s)
14.563619111111112
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.12332580900000001
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
75.86092177777778
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
15.609176037777777
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.007728553635555556
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
75.27399844444444
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
training time (s)
18.952416222222222
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.1597577938888889
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
67.46182961111111
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
training time (s)
20.17755577777778
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.18110872972222222
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
AUC-ROC
66.28193516666667
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
training time (s)
38.14933605555555
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
BNCI2014-001 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.31804718277777777
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
AUC-ROC
84.74444444444444
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
training time (s)
4.678475692592593
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.002646718319444444
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
84.16666666666667
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
29.706403990740743
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.8164949121481482
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
83.57037037037037
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
5.273111012962963
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0024145104012962965
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
AUC-ROC
83.09259259259258
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
training time (s)
2.4829364574074075
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0008697607500925927
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
81.3425925925926
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
training time (s)
5.031711893518518
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0021175731353703705
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
77.27037037037037
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
8.139176210185186
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.005258449698148148
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
76.88148148148147
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
3.3465501966666666
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0012470851392592593
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
76.68703703703704
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
training time (s)
4.686696781111111
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0014866114661481482
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
TRCSP + LDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
76.2611111111111
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
TRCSP + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
3.8623176347222223
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
TRCSP + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.001290584364037037
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
75.82777777777778
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
52.18373611111111
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0627169262962963
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
75.07222222222222
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
2.7125740925925927
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.4983456616666667
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
73.83148148148148
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
4.534608688425926
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0023018676362962964
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
70.64722222222223
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
19.933118574074072
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.08747840010185186
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
MDM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
70.22962962962963